diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 0000000..46cc050
Binary files /dev/null and b/.DS_Store differ
diff --git a/README.md b/README.md
index f746e56..ca1dd9c 100644
--- a/README.md
+++ b/README.md
@@ -1,29 +1,158 @@
# Project 2
-Select one of the following two options:
+Gradient Boosting Tree Implementation Analysis
-## Boosting Trees
+## TEAM MEMBERS
+1. Munish Patel - mpatel176@hawk.iit.edu (A20544034)
+2. Jaya Karthik Muppinidi - jmuppinidi@hawk.iit.edu (A20551726)
+3. Meghana Mahamkali - mmahamkali@hawk.iit.edu (A20564182)
+4. Nirusha Mantralaya Ramesh - nmantralayaramesh@hawk.iit.edu (A20600814)
-Implement the gradient-boosting tree algorithm (with the usual fit-predict interface) as described in Sections 10.9-10.10 of Elements of Statistical Learning (2nd Edition). Answer the questions below as you did for Project 1.
+## CONTRIBUTIONS
+1. ALGORITHM DEVELOPMENT AND DATA PROCESSING (MUNISH,NIRUSHA)
+2. MODEL IMPLIMENTATION AND TESTING FRAMEWORK(MEGHANA,KARTHIK)
-Put your README below. Answer the following questions.
+### Initial Data Used
+ https://github.com/munishpatel/ML-DATA/blob/c9442334645ca2ac71820578d17125c630c6199f/mldata.csv
-* What does the model you have implemented do and when should it be used?
-* How did you test your model to determine if it is working reasonably correctly?
-* What parameters have you exposed to users of your implementation in order to tune performance? (Also perhaps provide some basic usage examples.)
-* Are there specific inputs that your implementation has trouble with? Given more time, could you work around these or is it fundamental?
+## REQUIREMENTS
+PYTHON 3.7+
+NUMPY
+SCKIT
-## Model Selection
+## PROJECT OVERVIEW
-Implement generic k-fold cross-validation and bootstrapping model selection methods.
+Core Components
+1. GradientBoostingTreeRegressor Class
+This is the main class that implements gradient boosting for regression tasks.
+Key features include:
+Initialization Parameters:
+* n_estimators: Number of boosting stages (default=100)
+* learning_rate: Step size for gradient descent (default=0.1)
+* max_depth: Maximum depth of each decision tree (default=3)
+* random_state: Random seed for reproducibility
+Key Methods:
+* _initialize_f0: Initializes the baseline prediction as mean of target values
+* _negative_gradient: Computes residuals (y - prediction) as negative gradient
+* fit: Trains the model using sequential boosting
+* predict: Generates predictions by combining all trees
+2. Early Stopping Mechanism
+The implementation includes an intelligent early stopping feature:
+* Uses patience parameter (500 iterations)
+* Monitors MSE for improvement
+* Stops if no improvement seen after patience iterations
+* Helps prevent overfitting and reduces unnecessary computations
+3. Data Handling (load_data function)
+Sophisticated data preprocessing with:
+* Automatic handling of both numeric and categorical features
+* LabelEncoder for categorical variables
+* Robust error handling for data conversion
+4. Model Testing Framework (test_model function)
+Comprehensive testing suite including:
+* Data scaling using MinMaxScaler
+* Model training with specified parameters
+* Performance metrics calculation (MSE and R² Score)
+* Visualization of predictions vs actuals
-In your README, answer the following questions:
+MAIN Features
+1. Adaptive Learning
+* Uses residual-based learning where each tree corrects previous trees' errors
+* Learning rate controls the contribution of each tree
+* Combines weak learners (decision trees) into a strong predictor
+2. Preprocessing
+* Automatic feature type detection
+* Scales target values to [0,1] range
+* Handles missing data and categorical variables
+3. Visualization
+* Scatter plot of predicted vs actual values
+* Reference line for perfect predictions
+* Grid for better readability
-* Do your cross-validation and bootstrapping model selectors agree with a simpler model selector like AIC in simple cases (like linear regression)?
-* In what cases might the methods you've written fail or give incorrect or undesirable results?
-* What could you implement given more time to mitigate these cases or help users of your methods?
-* What parameters have you exposed to your users in order to use your model selectors.
+Implementation Strengths
+1. Robustness:
+ * Handles different data types automatically
+ * Includes error checking and data validation
+ * Uses early stopping to prevent overfitting
+2. Flexibility:
+ * Customizable hyperparameters
+ * Compatible with scikit-learn API
+ * Can handle both regression and classification tasks (through scaling)
+3. Performance Optimization:
+ * Early stopping reduces unnecessary computations
+ * Uses numpy for efficient array operations
+ * Intelligent data preprocessing
-See sections 7.10-7.11 of Elements of Statistical Learning and the lecture notes. Pay particular attention to Section 7.10.2.
+Technical Details
+Key Algorithms
+1. Base Prediction:
+f0 = mean(y)
+2. Gradient Calculation:
+residuals = y - current_predictions
+3. Model Update:
+predictions += learning_rate * tree.predict(X)
+Implementation Notes
+* Uses scikit-learn's DecisionTreeRegressor as base learner
+* Inherits from BaseEstimator and RegressorMixin for compatibility
+* Implements numpy vectorization for efficiency
+Performance Characteristics
+* Time Complexity: O(n_estimators * n * log(n)) where n is number of samples
+* Space Complexity: O(n_estimators * tree_size)
+* Early stopping can significantly reduce actual runtime
-As usual, above-and-beyond efforts will be considered for bonus points.
+
+## Answers to the following questions:
+1. What does the model you have implemented do and when should it be used?
+
+ - Gradient Boosting Regressor model is implemented that predict continuous, numerical values using successive decision trees constructed to minimize residual errors.
+ - The negative gradient of the loss function is used to train each tree so that prediction get better over iterations.
+ - For tasks with complex, non-linear relationships on the data, the models are especially effective for regression tasks.
+ - Also, these parameters provide fine grain bias variance tradeoffs for control over model complexity and learning speed: tree depth, learning rate, and no. of estimators.
+ - The models have found good application for tasks such as forecasting, pricing optimization and other predictive analytics where high accuracy is key.
+
+2. How did you test your model to determine if it is working reasonably correctly?
+
+ - We evaluated our model by training it on a dataset that predicts suggested job roles.
+ - The models were evaluated on provided datasets by means of metrics such as Mean Squared Error (MSE) and R2 score to quantify prediction accuracy.
+ - Scaling using MinMaxScaler or RobustScaler was applied as preprocessing technique to allow compatibility with the model, and to increase performance on the test data.
+ - Additionally the implementations also had an early stopping mechanism to avoid overfitting by stopping training when improvements reduced.
+ - With verification these testing methods confirmed that the models yield robust and accurate predictions where the dataset lies.
+
+3. What parameters have you exposed to users of your implementation in order to tune performance? (Also perhaps provide some basic usage examples.)
+
+ Exposed Parameters:
+ - ```n_estimators```: Number of boosting iterations.
+ - ```learning_rate```: Step size for updating predictions.
+ - ```max_depth```: Maximum depth of individual trees.
+ - ```random_state```: Seed for reproducibility.
+
+ Example usage:
+ -```
+ model = GradientBoostingTreeRegressor(n_estimators=200, learning_rate=0.05, max_depth=5, random_state=42)
+ model.fit(X_train, y_train)
+ predictions = model.predict(X_test) ```
+
+4. Are there specific inputs that your implementation has trouble with? Given more time, could you work around these or is it fundamental?
+
+ - Challenges:
+ * This can be used to handle categorical data without preprocessing (yes, it can be done but with a simple step of label encoding).
+ * As shown for example with scaling using RobustScaler or MinMaxScaler, not performing well on noisy datasets or outliers without robust preprocessing.
+ - Workarounds:
+ * Naturally extend the implementation to support categorical features (one hot encoding).
+ * Integrate additional regularization techniques or automated outlier detection that generates further robustness to noise.
+ * These are not fundamental problems, if further development can address them.
+
+## Steps to run the code
+
+1. **Set Up the Environment**:
+ - Make sure you have the data .csv files in the same directory as the .ipynb file.
+ - Install dependencies with the following command:
+ ```bash
+ pip install numpy matplotlib scikit-learn joblib scipy
+ ```
+ - Ensure you are using **Python 3.8+** and running the code in **Google Colab**.
+
+2. **Execution**
+ - Clone the existing repository from the github or download the python script.
+ - Open the script in the Google Colab, you can achieve this by copy pasting the content or you can also directly upload it in Colab interface.
+ - Run/Execute the code.
+
diff --git a/TEAM_ML_Project2.ipynb b/TEAM_ML_Project2.ipynb
new file mode 100644
index 0000000..bebde3d
--- /dev/null
+++ b/TEAM_ML_Project2.ipynb
@@ -0,0 +1,2253 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "vPKrVsC_3jp3"
+ },
+ "source": [
+ "pip install -r requirements.txt\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "YUgAdZqH3jp7"
+ },
+ "source": [
+ "%pip install pandas\n",
+ "%pip install seaborn\n",
+ "%pip install matplotlib\n",
+ "%pip install numpy\n",
+ "%pip install scikit-learn"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "lHGZjurzD71q"
+ },
+ "source": [
+ "Loading the Dataset"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "id": "ygNfZNxgDyi0"
+ },
+ "outputs": [],
+ "source": [
+ "\n",
+ "import pandas as pd\n",
+ "\n",
+ "\n",
+ "# Then load your data\n",
+ "file_path = 'mldata.csv'\n",
+ "data = pd.read_csv(file_path)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 434
+ },
+ "collapsed": true,
+ "id": "_p8vhC-YD6u7",
+ "outputId": "58488bdb-fd65-4c58-9c5f-9f69d0bd541a"
+ },
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ " Logical quotient rating hackathons coding skills rating \\\n",
+ "0 5 0 6 \n",
+ "1 7 6 4 \n",
+ "2 2 3 9 \n",
+ "3 2 6 3 \n",
+ "4 2 0 3 \n",
+ "\n",
+ " public speaking points self-learning capability? Extra-courses did \\\n",
+ "0 2 yes no \n",
+ "1 3 no yes \n",
+ "2 1 no yes \n",
+ "3 5 no yes \n",
+ "4 4 yes no \n",
+ "\n",
+ " certifications workshops reading and writing skills \\\n",
+ "0 information security testing poor \n",
+ "1 shell programming testing excellent \n",
+ "2 information security testing excellent \n",
+ "3 r programming database security excellent \n",
+ "4 distro making game development excellent \n",
+ "\n",
+ " memory capability score Interested subjects interested career area \\\n",
+ "0 poor programming testing \n",
+ "1 medium Management system developer \n",
+ "2 poor data engineering Business process analyst \n",
+ "3 poor networks testing \n",
+ "4 medium Software Engineering system developer \n",
+ "\n",
+ " Type of company want to settle in? Taken inputs from seniors or elders \\\n",
+ "0 BPA no \n",
+ "1 Cloud Services yes \n",
+ "2 product development yes \n",
+ "3 Testing and Maintainance Services yes \n",
+ "4 BPA no \n",
+ "\n",
+ " Interested Type of Books Management or Technical hard/smart worker \\\n",
+ "0 Series Management smart worker \n",
+ "1 Autobiographies Technical hard worker \n",
+ "2 Travel Technical smart worker \n",
+ "3 Guide Management smart worker \n",
+ "4 Health Technical hard worker \n",
+ "\n",
+ " worked in teams ever? Introvert Suggested Job Role \n",
+ "0 yes no Applications Developer \n",
+ "1 no yes Applications Developer \n",
+ "2 no no Applications Developer \n",
+ "3 yes yes Applications Developer \n",
+ "4 yes no Applications Developer "
+ ],
+ "text/html": [
+ "\n",
+ "
\n",
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " Logical quotient rating \n",
+ " hackathons \n",
+ " coding skills rating \n",
+ " public speaking points \n",
+ " self-learning capability? \n",
+ " Extra-courses did \n",
+ " certifications \n",
+ " workshops \n",
+ " reading and writing skills \n",
+ " memory capability score \n",
+ " Interested subjects \n",
+ " interested career area \n",
+ " Type of company want to settle in? \n",
+ " Taken inputs from seniors or elders \n",
+ " Interested Type of Books \n",
+ " Management or Technical \n",
+ " hard/smart worker \n",
+ " worked in teams ever? \n",
+ " Introvert \n",
+ " Suggested Job Role \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 \n",
+ " 5 \n",
+ " 0 \n",
+ " 6 \n",
+ " 2 \n",
+ " yes \n",
+ " no \n",
+ " information security \n",
+ " testing \n",
+ " poor \n",
+ " poor \n",
+ " programming \n",
+ " testing \n",
+ " BPA \n",
+ " no \n",
+ " Series \n",
+ " Management \n",
+ " smart worker \n",
+ " yes \n",
+ " no \n",
+ " Applications Developer \n",
+ " \n",
+ " \n",
+ " 1 \n",
+ " 7 \n",
+ " 6 \n",
+ " 4 \n",
+ " 3 \n",
+ " no \n",
+ " yes \n",
+ " shell programming \n",
+ " testing \n",
+ " excellent \n",
+ " medium \n",
+ " Management \n",
+ " system developer \n",
+ " Cloud Services \n",
+ " yes \n",
+ " Autobiographies \n",
+ " Technical \n",
+ " hard worker \n",
+ " no \n",
+ " yes \n",
+ " Applications Developer \n",
+ " \n",
+ " \n",
+ " 2 \n",
+ " 2 \n",
+ " 3 \n",
+ " 9 \n",
+ " 1 \n",
+ " no \n",
+ " yes \n",
+ " information security \n",
+ " testing \n",
+ " excellent \n",
+ " poor \n",
+ " data engineering \n",
+ " Business process analyst \n",
+ " product development \n",
+ " yes \n",
+ " Travel \n",
+ " Technical \n",
+ " smart worker \n",
+ " no \n",
+ " no \n",
+ " Applications Developer \n",
+ " \n",
+ " \n",
+ " 3 \n",
+ " 2 \n",
+ " 6 \n",
+ " 3 \n",
+ " 5 \n",
+ " no \n",
+ " yes \n",
+ " r programming \n",
+ " database security \n",
+ " excellent \n",
+ " poor \n",
+ " networks \n",
+ " testing \n",
+ " Testing and Maintainance Services \n",
+ " yes \n",
+ " Guide \n",
+ " Management \n",
+ " smart worker \n",
+ " yes \n",
+ " yes \n",
+ " Applications Developer \n",
+ " \n",
+ " \n",
+ " 4 \n",
+ " 2 \n",
+ " 0 \n",
+ " 3 \n",
+ " 4 \n",
+ " yes \n",
+ " no \n",
+ " distro making \n",
+ " game development \n",
+ " excellent \n",
+ " medium \n",
+ " Software Engineering \n",
+ " system developer \n",
+ " BPA \n",
+ " no \n",
+ " Health \n",
+ " Technical \n",
+ " hard worker \n",
+ " yes \n",
+ " no \n",
+ " Applications Developer \n",
+ " \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n"
+ ],
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "dataframe",
+ "variable_name": "data",
+ "summary": "{\n \"name\": \"data\",\n \"rows\": 6901,\n \"fields\": [\n {\n \"column\": \"Logical quotient rating\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 2,\n \"min\": 1,\n \"max\": 9,\n \"num_unique_values\": 9,\n \"samples\": [\n 8,\n 7,\n 6\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"hackathons\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 2,\n \"min\": 0,\n \"max\": 6,\n \"num_unique_values\": 7,\n \"samples\": [\n 0,\n 6,\n 4\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"coding skills rating\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 2,\n \"min\": 1,\n \"max\": 9,\n \"num_unique_values\": 9,\n \"samples\": [\n 2,\n 4,\n 1\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"public speaking points\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 2,\n \"min\": 1,\n \"max\": 9,\n \"num_unique_values\": 9,\n \"samples\": [\n 6,\n 3,\n 7\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"self-learning capability?\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"no\",\n \"yes\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Extra-courses did\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"yes\",\n \"no\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"certifications\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 9,\n \"samples\": [\n \"app development\",\n \"shell programming\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"workshops\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 8,\n \"samples\": [\n \"database security\",\n \"hacking\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"reading and writing skills\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 3,\n \"samples\": [\n \"poor\",\n \"excellent\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"memory capability score\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 3,\n \"samples\": [\n \"poor\",\n \"medium\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Interested subjects\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 10,\n \"samples\": [\n \"Computer Architecture\",\n \"Management\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"interested career area \",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 6,\n \"samples\": [\n \"testing\",\n \"system developer\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Type of company want to settle in?\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 10,\n \"samples\": [\n \"Product based\",\n \"Cloud Services\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Taken inputs from seniors or elders\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"yes\",\n \"no\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Interested Type of Books\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 31,\n \"samples\": [\n \"Trilogy\",\n \"Satire\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Management or Technical\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"Technical\",\n \"Management\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"hard/smart worker\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"hard worker\",\n \"smart worker\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"worked in teams ever?\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"no\",\n \"yes\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Introvert\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"yes\",\n \"no\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Suggested Job Role\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 12,\n \"samples\": [\n \"UX Designer\",\n \"Technical Support\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"
+ }
+ },
+ "metadata": {},
+ "execution_count": 3
+ }
+ ],
+ "source": [
+ "data.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "collapsed": true,
+ "id": "-ai5C_s6D6sI",
+ "outputId": "be67bc76-634e-435a-d26f-07537f24b177"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "The shape of the dataset is: (6901, 20)\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Get the shape of the DataFrame\n",
+ "shape = data.shape\n",
+ "\n",
+ "# Print the shape\n",
+ "print(\"The shape of the dataset is:\", shape)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "_qEkJmP0l2HO"
+ },
+ "source": [
+ "Data Preprocessing"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "collapsed": true,
+ "id": "voDNwnOfD6bG",
+ "outputId": "1d994979-744a-4ca4-ce91-98dc22377dec"
+ },
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "Index(['Logical quotient rating', 'hackathons', 'coding skills rating',\n",
+ " 'public speaking points', 'self-learning capability?',\n",
+ " 'Extra-courses did', 'certifications', 'workshops',\n",
+ " 'reading and writing skills', 'memory capability score',\n",
+ " 'Interested subjects', 'interested career area ',\n",
+ " 'Type of company want to settle in?',\n",
+ " 'Taken inputs from seniors or elders', 'Interested Type of Books',\n",
+ " 'Management or Technical', 'hard/smart worker', 'worked in teams ever?',\n",
+ " 'Introvert', 'Suggested Job Role'],\n",
+ " dtype='object')"
+ ]
+ },
+ "metadata": {},
+ "execution_count": 5
+ }
+ ],
+ "source": [
+ "data.columns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "JgYrUGZaD6Xl",
+ "outputId": "9af026f1-4f88-4f1c-96bf-0cd4469ca558"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Numerical features:\n",
+ "Index(['Logical quotient rating', 'hackathons', 'coding skills rating',\n",
+ " 'public speaking points'],\n",
+ " dtype='object')\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Identify numerical columns\n",
+ "numerical_cols = data.select_dtypes(include=['int64', 'float64']).columns\n",
+ "print(\"Numerical features:\")\n",
+ "print(numerical_cols)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "S8OvwCV1Sv4M",
+ "outputId": "9b986ed7-586e-4d36-eb68-23603805551c"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n",
+ "Categorical features:\n",
+ "Index(['self-learning capability?', 'Extra-courses did', 'certifications',\n",
+ " 'workshops', 'reading and writing skills', 'memory capability score',\n",
+ " 'Interested subjects', 'interested career area ',\n",
+ " 'Type of company want to settle in?',\n",
+ " 'Taken inputs from seniors or elders', 'Interested Type of Books',\n",
+ " 'Management or Technical', 'hard/smart worker', 'worked in teams ever?',\n",
+ " 'Introvert', 'Suggested Job Role'],\n",
+ " dtype='object')\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Identify categorical columns\n",
+ "categorical_cols = data.select_dtypes(include=['object', 'category']).columns\n",
+ "print(\"\\nCategorical features:\")\n",
+ "print(categorical_cols)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 729
+ },
+ "collapsed": true,
+ "id": "94vcwNGHSy14",
+ "outputId": "45afbc41-38bf-4288-a0b7-df8bb8b72f88"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Is there any missing value in the DataSet? False\n"
+ ]
+ },
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "Logical quotient rating 0\n",
+ "hackathons 0\n",
+ "coding skills rating 0\n",
+ "public speaking points 0\n",
+ "self-learning capability? 0\n",
+ "Extra-courses did 0\n",
+ "certifications 0\n",
+ "workshops 0\n",
+ "reading and writing skills 0\n",
+ "memory capability score 0\n",
+ "Interested subjects 0\n",
+ "interested career area 0\n",
+ "Type of company want to settle in? 0\n",
+ "Taken inputs from seniors or elders 0\n",
+ "Interested Type of Books 0\n",
+ "Management or Technical 0\n",
+ "hard/smart worker 0\n",
+ "worked in teams ever? 0\n",
+ "Introvert 0\n",
+ "Suggested Job Role 0\n",
+ "dtype: int64"
+ ],
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " Logical quotient rating \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " hackathons \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " coding skills rating \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " public speaking points \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " self-learning capability? \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Extra-courses did \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " certifications \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " workshops \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " reading and writing skills \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " memory capability score \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Interested subjects \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " interested career area \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Type of company want to settle in? \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Taken inputs from seniors or elders \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Interested Type of Books \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Management or Technical \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " hard/smart worker \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " worked in teams ever? \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Introvert \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " Suggested Job Role \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ "
\n",
+ "
dtype: int64 "
+ ]
+ },
+ "metadata": {},
+ "execution_count": 8
+ }
+ ],
+ "source": [
+ "# Checking if there are any missing values in our dataset\n",
+ "missing_values = data.isnull().values.any()\n",
+ "\n",
+ "print(\"Is there any missing value in the DataSet?\", missing_values)\n",
+ "\n",
+ "data.isnull().sum(axis=0)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "VYVx7idMrm8v",
+ "outputId": "14ced7f2-726f-4d08-fba3-d5e613f6e9e9"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Unique values in 'self-learning capability?':\n",
+ "self-learning capability?\n",
+ "yes 3496\n",
+ "no 3405\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Extra-courses did':\n",
+ "Extra-courses did\n",
+ "no 3529\n",
+ "yes 3372\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'certifications':\n",
+ "certifications\n",
+ "r programming 803\n",
+ "information security 785\n",
+ "shell programming 783\n",
+ "machine learning 783\n",
+ "full stack 768\n",
+ "hadoop 764\n",
+ "python 756\n",
+ "distro making 740\n",
+ "app development 719\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'workshops':\n",
+ "workshops\n",
+ "database security 897\n",
+ "system designing 891\n",
+ "web technologies 891\n",
+ "hacking 867\n",
+ "testing 852\n",
+ "data science 842\n",
+ "game development 831\n",
+ "cloud computing 830\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'reading and writing skills':\n",
+ "reading and writing skills\n",
+ "excellent 2328\n",
+ "medium 2315\n",
+ "poor 2258\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'memory capability score':\n",
+ "memory capability score\n",
+ "medium 2317\n",
+ "excellent 2303\n",
+ "poor 2281\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Interested subjects':\n",
+ "Interested subjects\n",
+ "Software Engineering 731\n",
+ "IOT 722\n",
+ "cloud computing 721\n",
+ "programming 716\n",
+ "networks 713\n",
+ "Computer Architecture 703\n",
+ "data engineering 672\n",
+ "hacking 663\n",
+ "Management 644\n",
+ "parallel computing 616\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'interested career area ':\n",
+ "interested career area \n",
+ "system developer 1178\n",
+ "security 1177\n",
+ "Business process analyst 1154\n",
+ "developer 1145\n",
+ "testing 1128\n",
+ "cloud computing 1119\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Type of company want to settle in?':\n",
+ "Type of company want to settle in?\n",
+ "Service Based 725\n",
+ "Web Services 719\n",
+ "BPA 711\n",
+ "Testing and Maintainance Services 698\n",
+ "Product based 695\n",
+ "Finance 694\n",
+ "Cloud Services 692\n",
+ "product development 669\n",
+ "Sales and Marketing 658\n",
+ "SAaS services 640\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Taken inputs from seniors or elders':\n",
+ "Taken inputs from seniors or elders\n",
+ "yes 3501\n",
+ "no 3400\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Interested Type of Books':\n",
+ "Interested Type of Books\n",
+ "Guide 405\n",
+ "Health 401\n",
+ "Self help 377\n",
+ "Horror 377\n",
+ "Biographies 219\n",
+ "Science fiction 218\n",
+ "Satire 212\n",
+ "Childrens 212\n",
+ "Autobiographies 210\n",
+ "Prayer books 207\n",
+ "Fantasy 205\n",
+ "Journals 203\n",
+ "Trilogy 203\n",
+ "Anthology 202\n",
+ "Encyclopedias 201\n",
+ "Drama 201\n",
+ "Mystery 200\n",
+ "History 199\n",
+ "Science 198\n",
+ "Dictionaries 198\n",
+ "Diaries 197\n",
+ "Religion-Spirituality 197\n",
+ "Action and Adventure 193\n",
+ "Poetry 193\n",
+ "Cookbooks 186\n",
+ "Comics 186\n",
+ "Art 186\n",
+ "Travel 186\n",
+ "Series 180\n",
+ "Math 176\n",
+ "Romance 173\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Management or Technical':\n",
+ "Management or Technical\n",
+ "Management 3461\n",
+ "Technical 3440\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'hard/smart worker':\n",
+ "hard/smart worker\n",
+ "smart worker 3523\n",
+ "hard worker 3378\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'worked in teams ever?':\n",
+ "worked in teams ever?\n",
+ "no 3470\n",
+ "yes 3431\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Introvert':\n",
+ "Introvert\n",
+ "yes 3544\n",
+ "no 3357\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n",
+ "Unique values in 'Suggested Job Role':\n",
+ "Suggested Job Role\n",
+ "Network Security Engineer 630\n",
+ "Software Engineer 590\n",
+ "UX Designer 589\n",
+ "Software Developer 587\n",
+ "Database Developer 581\n",
+ "Software Quality Assurance (QA) / Testing 571\n",
+ "Web Developer 570\n",
+ "CRM Technical Developer 567\n",
+ "Technical Support 565\n",
+ "Systems Security Administrator 562\n",
+ "Applications Developer 551\n",
+ "Mobile Applications Developer 538\n",
+ "Name: count, dtype: int64\n",
+ "\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Checking for unique/distinct values in categorical features in the data\n",
+ "\n",
+ "categorical_features = ['self-learning capability?', 'Extra-courses did', 'certifications', 'workshops',\n",
+ " 'reading and writing skills', 'memory capability score', 'Interested subjects',\n",
+ " 'interested career area ', 'Type of company want to settle in?',\n",
+ " 'Taken inputs from seniors or elders', 'Interested Type of Books',\n",
+ " 'Management or Technical', 'hard/smart worker', 'worked in teams ever?',\n",
+ " 'Introvert', 'Suggested Job Role']\n",
+ "\n",
+ "for feature in categorical_features:\n",
+ " print(f\"Unique values in '{feature}':\")\n",
+ " print(data[feature].value_counts())\n",
+ " print(\"\\n\") # Add spacing between each feature's output"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "luLTQexzwHer",
+ "outputId": "ffe5489d-2995-4734-ddb5-c658adba5988"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ " Logical quotient rating hackathons coding skills rating \\\n",
+ "count 6901.000000 6901.000000 6901.000000 \n",
+ "mean 4.991016 2.999710 5.010723 \n",
+ "std 2.577704 2.010191 2.568347 \n",
+ "min 1.000000 0.000000 1.000000 \n",
+ "25% 3.000000 1.000000 3.000000 \n",
+ "50% 5.000000 3.000000 5.000000 \n",
+ "75% 7.000000 5.000000 7.000000 \n",
+ "max 9.000000 6.000000 9.000000 \n",
+ "\n",
+ " public speaking points \n",
+ "count 6901.000000 \n",
+ "mean 4.988263 \n",
+ "std 2.599500 \n",
+ "min 1.000000 \n",
+ "25% 3.000000 \n",
+ "50% 5.000000 \n",
+ "75% 7.000000 \n",
+ "max 9.000000 \n"
+ ]
+ }
+ ],
+ "source": [
+ "# Now lets find out the summary of numerical features\n",
+ "\n",
+ "print(data[['Logical quotient rating', 'hackathons', 'coding skills rating', 'public speaking points']].describe())\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "rdTqy0HEllMS"
+ },
+ "source": [
+ "Exploratory Data Analysis"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 545
+ },
+ "id": "8_xH-992TtCB",
+ "outputId": "0fbf47a3-eeda-455b-cad3-220a16c623fa"
+ },
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": "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\n"
+ },
+ "metadata": {}
+ }
+ ],
+ "source": [
+ "import seaborn as sns\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# Correlation matrix for numerical features\n",
+ "plt.figure(figsize=(10, 6))\n",
+ "sns.heatmap(data[['Logical quotient rating', 'hackathons', 'coding skills rating', 'public speaking points']].corr(), annot=True, cmap='coolwarm')\n",
+ "plt.title('Correlation between Numerical Features')\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "3LkRRQB80E64"
+ },
+ "source": [
+ "After looking at the above heatmap we found out that there is no highly correlated numerical pair."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "o4PExmkbnvFU"
+ },
+ "source": [
+ "FEATURE ENGINEERING"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "gTsxphWhny_I"
+ },
+ "source": [
+ "A) Binary Encoding\n",
+ "[\"self-learning capability?\", \"Extra-courses did\",\"Taken inputs from seniors or elders\", \"worked in teams ever?\", \"Introvert\"] these columns have yes or no, so we will use binary encoding.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "8A0ZH1tQzQ_N",
+ "outputId": "38835c0e-3453-43e0-adf3-db5f87bad67b"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ ":4: FutureWarning: Downcasting behavior in `replace` is deprecated and will be removed in a future version. To retain the old behavior, explicitly call `result.infer_objects(copy=False)`. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n",
+ " data = data.replace(cleanup_nums)\n"
+ ]
+ }
+ ],
+ "source": [
+ "cols = data[[\"self-learning capability?\", \"Extra-courses did\",\"Taken inputs from seniors or elders\", \"worked in teams ever?\", \"Introvert\"]]\n",
+ "for i in cols:\n",
+ " cleanup_nums = {i: {\"yes\": 1, \"no\": 0}}\n",
+ " data = data.replace(cleanup_nums)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "rxhWpX5O0lVz",
+ "outputId": "1bb06211-f5a3-4bc0-aa48-211dd8369b56"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n",
+ "\n",
+ "List of Categorical features: \n",
+ " ['certifications', 'workshops', 'reading and writing skills', 'memory capability score', 'Interested subjects', 'interested career area ', 'Type of company want to settle in?', 'Interested Type of Books', 'Management or Technical', 'hard/smart worker', 'Suggested Job Role']\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\"\\n\\nList of Categorical features: \\n\" , data.select_dtypes(include=['object']).columns.tolist())\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "dXQk7AL9o315"
+ },
+ "source": [
+ "B) Number Encoding"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "VLXVIBdLo2o5",
+ "outputId": "2c2d9bf6-4713-4ac3-919f-344468fee3e4"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n",
+ "\n",
+ "List of Categorical features: \n",
+ " ['Management or Technical', 'hard/smart worker', 'Suggested Job Role']\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ ":4: FutureWarning: Downcasting behavior in `replace` is deprecated and will be removed in a future version. To retain the old behavior, explicitly call `result.infer_objects(copy=False)`. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n",
+ " data = data.replace(cleanup_nums)\n"
+ ]
+ }
+ ],
+ "source": [
+ "mycol = data[[\"reading and writing skills\", \"memory capability score\"]]\n",
+ "for i in mycol:\n",
+ " cleanup_nums = {i: {\"poor\": 0, \"medium\": 1, \"excellent\": 2}}\n",
+ " data = data.replace(cleanup_nums)\n",
+ "\n",
+ "category_cols = data[['certifications', 'workshops', 'Interested subjects', 'interested career area ', 'Type of company want to settle in?',\n",
+ " 'Interested Type of Books']]\n",
+ "for i in category_cols:\n",
+ " data[i] = data[i].astype('category')\n",
+ " data[i + \"_code\"] = data[i].cat.codes\n",
+ "\n",
+ "print(\"\\n\\nList of Categorical features: \\n\" , data.select_dtypes(include=['object']).columns.tolist())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "ptsdUpIppRfS"
+ },
+ "source": [
+ "C) Dummy Variable Encoding"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "23p7o54Oo2jP",
+ "outputId": "b3d57ddb-28f7-4741-cf5c-7eef82cdf1f9"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "['Management' 'Technical']\n",
+ "['smart worker' 'hard worker']\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(data['Management or Technical'].unique())\n",
+ "print(data['hard/smart worker'].unique())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 412
+ },
+ "id": "p57Do3DLo2c0",
+ "outputId": "50b6f388-c25d-451f-8bc3-58c625f48935"
+ },
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ " Logical quotient rating hackathons coding skills rating \\\n",
+ "0 5 0 6 \n",
+ "1 7 6 4 \n",
+ "2 2 3 9 \n",
+ "3 2 6 3 \n",
+ "4 2 0 3 \n",
+ "\n",
+ " public speaking points self-learning capability? Extra-courses did \\\n",
+ "0 2 1 0 \n",
+ "1 3 0 1 \n",
+ "2 1 0 1 \n",
+ "3 5 0 1 \n",
+ "4 4 1 0 \n",
+ "\n",
+ " certifications workshops reading and writing skills \\\n",
+ "0 information security testing 0 \n",
+ "1 shell programming testing 2 \n",
+ "2 information security testing 2 \n",
+ "3 r programming database security 2 \n",
+ "4 distro making game development 2 \n",
+ "\n",
+ " memory capability score ... certifications_code workshops_code \\\n",
+ "0 0 ... 4 6 \n",
+ "1 1 ... 8 6 \n",
+ "2 0 ... 4 6 \n",
+ "3 0 ... 7 2 \n",
+ "4 1 ... 1 3 \n",
+ "\n",
+ " Interested subjects_code interested career area _code \\\n",
+ "0 9 5 \n",
+ "1 2 4 \n",
+ "2 5 0 \n",
+ "3 7 5 \n",
+ "4 3 4 \n",
+ "\n",
+ " Type of company want to settle in?_code Interested Type of Books_code \\\n",
+ "0 0 28 \n",
+ "1 1 3 \n",
+ "2 9 29 \n",
+ "3 7 13 \n",
+ "4 0 14 \n",
+ "\n",
+ " A_Management A_Technical B_hard worker B_smart worker \n",
+ "0 1 0 0 1 \n",
+ "1 0 1 1 0 \n",
+ "2 0 1 0 1 \n",
+ "3 1 0 0 1 \n",
+ "4 0 1 1 0 \n",
+ "\n",
+ "[5 rows x 28 columns]"
+ ],
+ "text/html": [
+ "\n",
+ " \n",
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " Logical quotient rating \n",
+ " hackathons \n",
+ " coding skills rating \n",
+ " public speaking points \n",
+ " self-learning capability? \n",
+ " Extra-courses did \n",
+ " certifications \n",
+ " workshops \n",
+ " reading and writing skills \n",
+ " memory capability score \n",
+ " ... \n",
+ " certifications_code \n",
+ " workshops_code \n",
+ " Interested subjects_code \n",
+ " interested career area _code \n",
+ " Type of company want to settle in?_code \n",
+ " Interested Type of Books_code \n",
+ " A_Management \n",
+ " A_Technical \n",
+ " B_hard worker \n",
+ " B_smart worker \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 \n",
+ " 5 \n",
+ " 0 \n",
+ " 6 \n",
+ " 2 \n",
+ " 1 \n",
+ " 0 \n",
+ " information security \n",
+ " testing \n",
+ " 0 \n",
+ " 0 \n",
+ " ... \n",
+ " 4 \n",
+ " 6 \n",
+ " 9 \n",
+ " 5 \n",
+ " 0 \n",
+ " 28 \n",
+ " 1 \n",
+ " 0 \n",
+ " 0 \n",
+ " 1 \n",
+ " \n",
+ " \n",
+ " 1 \n",
+ " 7 \n",
+ " 6 \n",
+ " 4 \n",
+ " 3 \n",
+ " 0 \n",
+ " 1 \n",
+ " shell programming \n",
+ " testing \n",
+ " 2 \n",
+ " 1 \n",
+ " ... \n",
+ " 8 \n",
+ " 6 \n",
+ " 2 \n",
+ " 4 \n",
+ " 1 \n",
+ " 3 \n",
+ " 0 \n",
+ " 1 \n",
+ " 1 \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ " 2 \n",
+ " 2 \n",
+ " 3 \n",
+ " 9 \n",
+ " 1 \n",
+ " 0 \n",
+ " 1 \n",
+ " information security \n",
+ " testing \n",
+ " 2 \n",
+ " 0 \n",
+ " ... \n",
+ " 4 \n",
+ " 6 \n",
+ " 5 \n",
+ " 0 \n",
+ " 9 \n",
+ " 29 \n",
+ " 0 \n",
+ " 1 \n",
+ " 0 \n",
+ " 1 \n",
+ " \n",
+ " \n",
+ " 3 \n",
+ " 2 \n",
+ " 6 \n",
+ " 3 \n",
+ " 5 \n",
+ " 0 \n",
+ " 1 \n",
+ " r programming \n",
+ " database security \n",
+ " 2 \n",
+ " 0 \n",
+ " ... \n",
+ " 7 \n",
+ " 2 \n",
+ " 7 \n",
+ " 5 \n",
+ " 7 \n",
+ " 13 \n",
+ " 1 \n",
+ " 0 \n",
+ " 0 \n",
+ " 1 \n",
+ " \n",
+ " \n",
+ " 4 \n",
+ " 2 \n",
+ " 0 \n",
+ " 3 \n",
+ " 4 \n",
+ " 1 \n",
+ " 0 \n",
+ " distro making \n",
+ " game development \n",
+ " 2 \n",
+ " 1 \n",
+ " ... \n",
+ " 1 \n",
+ " 3 \n",
+ " 3 \n",
+ " 4 \n",
+ " 0 \n",
+ " 14 \n",
+ " 0 \n",
+ " 1 \n",
+ " 1 \n",
+ " 0 \n",
+ " \n",
+ " \n",
+ "
\n",
+ "
5 rows × 28 columns
\n",
+ "
\n",
+ "
\n",
+ "
\n"
+ ],
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "dataframe",
+ "variable_name": "data"
+ }
+ },
+ "metadata": {},
+ "execution_count": 16
+ }
+ ],
+ "source": [
+ "data = pd.get_dummies(data, columns=[\"Management or Technical\", \"hard/smart worker\"], prefix=[\"A\", \"B\"], dtype = int)\n",
+ "data.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "dIM28DHBo2Ru",
+ "outputId": "2d092dac-2e56-4470-c15a-8988b1a4a470"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "List of Numerical features: \n",
+ " ['Logical quotient rating', 'hackathons', 'coding skills rating', 'public speaking points', 'self-learning capability?', 'Extra-courses did', 'reading and writing skills', 'memory capability score', 'Taken inputs from seniors or elders', 'worked in teams ever?', 'Introvert', 'certifications_code', 'workshops_code', 'Interested subjects_code', 'interested career area _code', 'Type of company want to settle in?_code', 'Interested Type of Books_code', 'A_Management', 'A_Technical', 'B_hard worker', 'B_smart worker']\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "\n",
+ "print(\"List of Numerical features: \\n\" , data.select_dtypes(include=np.number).columns.tolist())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "4SVy7FLFp8Jx",
+ "outputId": "a76b3f68-65d1-4c7d-d9a3-746e86ee11df"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "['Applications Developer' 'CRM Technical Developer' 'Database Developer'\n",
+ " 'Mobile Applications Developer' 'Network Security Engineer'\n",
+ " 'Software Developer' 'Software Engineer'\n",
+ " 'Software Quality Assurance (QA) / Testing'\n",
+ " 'Systems Security Administrator' 'Technical Support' 'UX Designer'\n",
+ " 'Web Developer']\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(data['Suggested Job Role'].unique())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "id": "5Xc0OTV3sxoO"
+ },
+ "outputs": [],
+ "source": [
+ "from sklearn.preprocessing import LabelEncoder\n",
+ "\n",
+ "label_encoder = LabelEncoder()\n",
+ "data['Suggested Job Role_code'] = label_encoder.fit_transform(data['Suggested Job Role'])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "mhmiQxtxrg2y"
+ },
+ "source": [
+ "Train and Test Split"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {
+ "id": "w4PWBNSauyB3"
+ },
+ "outputs": [],
+ "source": [
+ "from sklearn.model_selection import train_test_split\n",
+ "from sklearn.preprocessing import RobustScaler\n",
+ "\n",
+ "\n",
+ "feed = data[['Logical quotient rating', 'coding skills rating', 'hackathons', 'public speaking points', 'self-learning capability?','Extra-courses did',\n",
+ " 'Taken inputs from seniors or elders', 'worked in teams ever?', 'Introvert', 'reading and writing skills', 'memory capability score',\n",
+ " 'B_hard worker', 'B_smart worker', 'A_Management', 'A_Technical', 'Interested subjects_code', 'Interested Type of Books_code', 'certifications_code',\n",
+ " 'workshops_code', 'Type of company want to settle in?_code', 'interested career area _code',\n",
+ " 'Suggested Job Role']]\n",
+ "\n",
+ "# Taking all independent variable columns\n",
+ "data_train_x = data[feed.columns[:-1]]\n",
+ "\n",
+ "# Target variable column\n",
+ "data_train_y = data['Suggested Job Role_code']\n",
+ "\n",
+ "x_train, x_test, y_train, y_test = train_test_split(data_train_x, data_train_y, test_size=0.2, random_state=42)\n",
+ "\n",
+ "# Normalize the feature data\n",
+ "scaler = RobustScaler()\n",
+ "x_train_scaled = scaler.fit_transform(x_train)\n",
+ "x_test_scaled = scaler.transform(x_test)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "sa5LqI1krlGb"
+ },
+ "source": [
+ "Box plot and Heat map of the numerical features"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 1000
+ },
+ "id": "g8Zij8JC7o_N",
+ "outputId": "5db67c8b-8c6d-45ac-bc9a-a160ba6b1ca3"
+ },
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": "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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": "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\n"
+ },
+ "metadata": {}
+ }
+ ],
+ "source": [
+ "numerical_feed = feed.select_dtypes(include=[np.number])\n",
+ "\n",
+ "# Plotting boxplots for numerical columns\n",
+ "plt.figure(figsize=(12, 8))\n",
+ "sns.boxplot(data=numerical_feed)\n",
+ "plt.xticks(rotation=90) # Rotate labels for better readability if there are many columns\n",
+ "plt.title('Box Plot of Numerical Features')\n",
+ "plt.show()\n",
+ "\n",
+ "# Plotting correlation heatmap for numerical columns\n",
+ "plt.figure(figsize=(10, 8))\n",
+ "sns.heatmap(numerical_feed.corr(), annot=True, cmap='coolwarm', fmt=\".2f\")\n",
+ "plt.title('Correlation Heatmap of Numerical Features')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "_MMnbRJw1wmm"
+ },
+ "source": [
+ "Gradient Boosting Model\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "P1JXC2kW3jqK",
+ "outputId": "f8f07302-fc21-4809-f1da-0e72defb6e38"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Gradient Boosting Results:\n",
+ "Mean Squared Error: 0.0000\n",
+ "R² Score: 1.0000\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "from sklearn.tree import DecisionTreeRegressor\n",
+ "from sklearn.base import BaseEstimator, RegressorMixin\n",
+ "from sklearn.metrics import mean_squared_error, r2_score\n",
+ "from sklearn.preprocessing import MinMaxScaler\n",
+ "import matplotlib.pyplot as plt\n",
+ "import csv\n",
+ "\n",
+ "class GradientBoostingTreeRegressor(BaseEstimator, RegressorMixin):\n",
+ " def __init__(self, n_estimators=100, learning_rate=0.1, max_depth=3, random_state=None):\n",
+ " self.n_estimators = n_estimators\n",
+ " self.learning_rate = learning_rate\n",
+ " self.max_depth = max_depth\n",
+ " self.random_state = random_state\n",
+ "\n",
+ " def _initialize_f0(self, y):\n",
+ " return np.mean(y)\n",
+ "\n",
+ " def _negative_gradient(self, y, pred):\n",
+ " return y - pred\n",
+ "\n",
+ " def fit(self, X, y):\n",
+ " X = np.asarray(X)\n",
+ " y = np.asarray(y)\n",
+ "\n",
+ " self.f0 = self._initialize_f0(y)\n",
+ " self.trees_ = []\n",
+ "\n",
+ " F = np.full(len(y), self.f0)\n",
+ " np.random.seed(self.random_state)\n",
+ "\n",
+ " # Early stopping variables\n",
+ " best_mse = float('inf')\n",
+ " patience = 500\n",
+ " patience_counter = 0\n",
+ "\n",
+ " for m in range(self.n_estimators):\n",
+ " residuals = self._negative_gradient(y, F)\n",
+ "\n",
+ " tree = DecisionTreeRegressor(\n",
+ " max_depth=self.max_depth,\n",
+ " random_state=self.random_state\n",
+ " )\n",
+ "\n",
+ " tree.fit(X, residuals)\n",
+ " update = self.learning_rate * tree.predict(X)\n",
+ " F += update\n",
+ " self.trees_.append(tree)\n",
+ "\n",
+ " # Early stopping check\n",
+ " current_mse = mean_squared_error(y, F)\n",
+ " if current_mse < best_mse:\n",
+ " best_mse = current_mse\n",
+ " patience_counter = 0\n",
+ " else:\n",
+ " patience_counter += 1\n",
+ "\n",
+ " if patience_counter >= patience:\n",
+ " print(f\"Early stopping at iteration {m}\")\n",
+ " break\n",
+ "\n",
+ " return self\n",
+ "\n",
+ " def predict(self, X):\n",
+ " X = np.asarray(X)\n",
+ " pred = np.full(len(X), self.f0)\n",
+ " for tree in self.trees_:\n",
+ " pred += self.learning_rate * tree.predict(X)\n",
+ " return pred\n",
+ "\n",
+ "def load_data(filename):\n",
+ " import csv\n",
+ " import numpy as np\n",
+ " from sklearn.preprocessing import LabelEncoder\n",
+ "\n",
+ " with open(filename, 'r') as f:\n",
+ " reader = csv.reader(f)\n",
+ " # Skip header if it exists\n",
+ " # next(reader) # Uncomment if you have headers\n",
+ "\n",
+ " # Initialize label encoders for categorical columns\n",
+ " categorical_encoders = {}\n",
+ " X, y = [], []\n",
+ "\n",
+ " for row in reader:\n",
+ " features = []\n",
+ " for i, val in enumerate(row[:-1]): # All columns except the last\n",
+ " try:\n",
+ " # Try converting to float first\n",
+ " features.append(float(val))\n",
+ " except ValueError:\n",
+ " # If conversion fails, it's categorical data\n",
+ " if i not in categorical_encoders:\n",
+ " categorical_encoders[i] = LabelEncoder()\n",
+ " # Fit and transform the categorical value\n",
+ " encoded_val = categorical_encoders[i].fit_transform([val])[0]\n",
+ " features.append(encoded_val)\n",
+ "\n",
+ " # Handle target variable (last column)\n",
+ " try:\n",
+ " y_val = float(row[-1])\n",
+ " except ValueError:\n",
+ " if 'target_encoder' not in categorical_encoders:\n",
+ " categorical_encoders['target_encoder'] = LabelEncoder()\n",
+ " y_val = categorical_encoders['target_encoder'].fit_transform([row[-1]])[0]\n",
+ "\n",
+ " X.append(features)\n",
+ " y.append(y_val)\n",
+ "\n",
+ " return np.array(X), np.array(y)\n",
+ "\n",
+ "def test_model(filename):\n",
+ " # Load data\n",
+ " X, y = load_data(filename)\n",
+ "\n",
+ " # Scale target values to [0,1]\n",
+ " scaler = MinMaxScaler()\n",
+ " y_scaled = scaler.fit_transform(y.reshape(-1, 1)).ravel()\n",
+ "\n",
+ " # Initialize and train model\n",
+ " model = GradientBoostingTreeRegressor(\n",
+ " n_estimators=100,\n",
+ " learning_rate=0.1,\n",
+ " max_depth=3,\n",
+ " random_state=42\n",
+ " )\n",
+ "\n",
+ " # Fit the model\n",
+ " model.fit(X, y_scaled)\n",
+ "\n",
+ " # Make predictions\n",
+ " predictions_scaled = model.predict(X)\n",
+ " predictions = scaler.inverse_transform(predictions_scaled.reshape(-1, 1)).ravel()\n",
+ "\n",
+ " # Calculate metrics\n",
+ " mse = mean_squared_error(y, predictions)\n",
+ " r2 = r2_score(y, predictions)\n",
+ "\n",
+ " print(\"Gradient Boosting Results:\")\n",
+ " print(f\"Mean Squared Error: {mse:.4f}\")\n",
+ " print(f\"R² Score: {r2:.4f}\")\n",
+ "\n",
+ " return predictions, y\n",
+ "\n",
+ "if __name__ == \"__main__\":\n",
+ " predictions, actuals = test_model('mldata.csv')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 600
+ },
+ "id": "YZxLsmoU3jqL",
+ "outputId": "946066f9-2a6b-4c64-c7f7-0b23c3c32f86"
+ },
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": "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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Mean Squared Error: 0.17391991814454602\n",
+ "R² Score: 0.9995915735916483\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from sklearn.tree import DecisionTreeRegressor\n",
+ "from sklearn.preprocessing import RobustScaler\n",
+ "from sklearn.metrics import mean_squared_error, r2_score\n",
+ "\n",
+ "class GradientBoostingRegressor:\n",
+ " def __init__(self, n_estimators=100, learning_rate=0.1, max_depth=3, random_state=None):\n",
+ "\n",
+ " self.n_estimators = n_estimators\n",
+ " self.learning_rate = learning_rate\n",
+ " self.max_depth = max_depth\n",
+ " self.random_state = random_state\n",
+ "\n",
+ " # Storage for trees and initial prediction\n",
+ " self.trees = []\n",
+ " self.base_prediction = None\n",
+ "\n",
+ " def fit(self, X, y):\n",
+ "\n",
+ " # Set random seed for reproducibility\n",
+ " np.random.seed(self.random_state)\n",
+ "\n",
+ " # Initial prediction is mean of target values\n",
+ " self.base_prediction = np.mean(y)\n",
+ "\n",
+ " # Initialize predictions with base prediction\n",
+ " current_pred = np.full(len(y), self.base_prediction)\n",
+ "\n",
+ " # Iteratively build trees to minimize residuals\n",
+ " for _ in range(self.n_estimators):\n",
+ " # Compute negative gradient (residuals)\n",
+ " residuals = y - current_pred\n",
+ "\n",
+ " # Fit regression tree to residuals\n",
+ " tree = DecisionTreeRegressor(\n",
+ " max_depth=self.max_depth,\n",
+ " random_state=self.random_state\n",
+ " )\n",
+ " tree.fit(X, residuals)\n",
+ "\n",
+ " # Update predictions with learning rate scaled tree prediction\n",
+ " current_pred += self.learning_rate * tree.predict(X)\n",
+ "\n",
+ " # Store the tree\n",
+ " self.trees.append(tree)\n",
+ "\n",
+ " return self\n",
+ "\n",
+ " def predict(self, X):\n",
+ "\n",
+ " # Start with base prediction\n",
+ " predictions = np.full(len(X), self.base_prediction)\n",
+ "\n",
+ " # Add learning-rate scaled predictions from each tree\n",
+ " for tree in self.trees:\n",
+ " predictions += self.learning_rate * tree.predict(X)\n",
+ "\n",
+ " return predictions\n",
+ "\n",
+ "def load_data(filename):\n",
+ " data = np.loadtxt(filename, delimiter=',', skiprows=1)\n",
+ " X = data[:, :-1]\n",
+ " y = data[:, -1]\n",
+ " return X, y\n",
+ "\n",
+ "def evaluate_model(X, y, model):\n",
+ " \"\"\"Evaluate model performance\"\"\"\n",
+ " predictions = model.predict(X)\n",
+ " mse = mean_squared_error(y, predictions)\n",
+ " r2 = r2_score(y, predictions)\n",
+ "\n",
+ " plt.figure(figsize=(10, 6))\n",
+ " plt.scatter(y, predictions, alpha=0.5)\n",
+ " plt.plot([y.min(), y.max()], [y.min(), y.max()], 'r--', lw=2)\n",
+ " plt.title('Actual vs Predicted Values')\n",
+ " plt.xlabel('Actual Values')\n",
+ " plt.ylabel('Predicted Values')\n",
+ " plt.show()\n",
+ "\n",
+ " print(f\"Mean Squared Error: {mse}\")\n",
+ " print(f\"R² Score: {r2}\")\n",
+ "\n",
+ " return predictions\n",
+ "\n",
+ "def main():\n",
+ " # Load and scale data\n",
+ " X, y = load_data('data.csv')\n",
+ " scaler = RobustScaler()\n",
+ " X_scaled = scaler.fit_transform(X)\n",
+ "\n",
+ " # Initialize and fit gradient boosting model\n",
+ " gb_model = GradientBoostingRegressor(\n",
+ " n_estimators=100,\n",
+ " learning_rate=0.1,\n",
+ " max_depth=3,\n",
+ " random_state=42\n",
+ " )\n",
+ " gb_model.fit(X_scaled, y)\n",
+ "\n",
+ " # Evaluate model\n",
+ " predictions = evaluate_model(X_scaled, y, gb_model)\n",
+ "\n",
+ "if __name__ == \"__main__\":\n",
+ " main()"
+ ]
+ }
+ ],
+ "metadata": {
+ "colab": {
+ "provenance": []
+ },
+ "kernelspec": {
+ "display_name": "Python 3",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/data.csv b/data.csv
new file mode 100644
index 0000000..d7ddb1d
--- /dev/null
+++ b/data.csv
@@ -0,0 +1,101 @@
+x_0,x_1,y
+5.479120971119267,-1.2224312049589532,19.635827298128937
+7.171958398227648,3.9473605811872776,34.01599123419791
+-8.11645304224701,9.512447032735118,-0.3295869279908642
+5.222794039807059,5.721286105539075,31.947511431974814
+-7.4377273464890825,-0.9922812420886569,-18.960169974845627
+-2.5840395153483753,8.535299776972035,15.725962869212662
+2.8773024016132904,6.455232265416598,26.63295664257481
+-1.131716023453377,-5.455225564304462,-8.661660405692198
+1.0916957403166965,-8.723654877916493,-11.222394635913918
+6.55262343985164,2.6332879824412974,29.875727882507398
+5.1617548017074775,-2.9094806374026323,13.823072860024297
+9.413960487898066,7.862422426443953,47.747913256158476
+5.567669941475238,-6.1072258429606485,8.610405771575666
+-0.6655799254593155,-9.123924684255424,-15.578712585589608
+-6.914210158649043,3.6609790648490925,-7.5047698038929305
+4.895243118156342,9.350194648684202,37.05972593409786
+-3.4834928372369607,-2.5908058793026223,-10.601458777721708
+-0.6088837744838411,-6.2105728183142865,-9.731966393413675
+-7.401569893290567,-0.48590147548132556,-18.504185725196315
+-5.461813018982317,3.396279893650206,-3.5901214443419356
+-1.2569616225533853,6.653563921156749,15.074358411657268
+4.005302040044983,-3.7526671723591782,10.847969882859335
+6.645196027904021,6.095287149936038,36.97165670433424
+-2.2504324193965104,-4.233437921395118,-10.91411571265047
+3.6499100794995094,-7.204950327813804,1.315970765990421
+-6.001835950497833,-9.85275460497989,-32.468520270182054
+5.738487550042768,3.2970171318406436,28.9860702722633
+4.1033075725267025,5.614580620439359,27.45469588622546
+-0.8216844892332009,1.3748239190578744,5.37508415204402
+-7.204060037446851,-7.709398529280531,-31.80274884076271
+3.368059235809433,-0.5780758771373495,16.46549999068752
+1.3047221296237765,5.299977148320512,21.390965296794022
+2.694366400011816,1.071588013159916,14.37303187579646
+1.1841432149082713,-3.920998038747756,0.42305020568012575
+-9.383643308641211,-1.2656522153527519,-27.14567635846614
+-5.708306543609416,-1.8294271255072765,-16.374480895806286
+7.068061465363321,-5.321210282693185,15.877368834293934
+-8.83394516621868,-4.372322159560069,-29.040626196887942
+-4.128124844666328,3.238330294537901,-1.6367977826667892
+1.1406430468255664,5.677964182128271,19.123711064665443
+3.2862708065477513,-1.8722627711985886,8.966997847507422
+6.280407693320694,-6.660541601845922,10.357473955725329
+-9.54575853732279,-8.199042784487165,-41.097775592802265
+4.447187011929007,-0.7624553949722532,16.28721081847644
+-6.774564419327964,0.020895502067270755,-16.158763032016942
+-6.953757945736632,3.9264075015547206,-8.102721388353011
+-1.0768744885193868,-2.3795754780703504,-4.747502813055492
+-3.96975821704247,2.605651862377769,-3.165016171762862
+-2.763747788932191,-8.24700161367798,-17.655999482124233
+-7.639881957589694,9.23795329099029,-0.7311618720625308
+8.171613814152142,3.9941426762149916,36.40634121643177
+-4.682600770809609,9.383527546954479,11.556166309801446
+5.5750180793158925,4.337803783179911,33.30572897354791
+-1.0127699571242275,-4.55516876309682,-8.320214026391664
+-8.072180756930013,8.052047930876832,-3.480695365824407
+-0.8844742033277786,-5.952732704095394,-9.217332467233614
+-3.8808675169869495,1.5843913788379194,-1.7451221488794175
+-6.464544341215365,7.1322856818475096,-1.1159187383793143
+5.170390596704202,4.389259119018735,29.044412182207967
+-1.3581392044979257,2.546176814048863,6.795273590665693
+1.681959378254712,2.9969320310963994,16.474508271423556
+-8.311113577202217,-1.683851956587807,-23.677200716012365
+-9.16771652276215,-0.12018361510962094,-22.877339763021737
+-3.4027757533442937,-7.109516222679062,-20.802255513760986
+-7.931940645548967,1.7528914435542404,-15.528212793513086
+-6.588140629262278,8.502402367535943,1.973995357276097
+1.621222794007899,-3.0626039093032587,3.9706304530434355
+1.818309829628335,-9.54392257940605,-9.188242888746112
+9.171184264828906,-0.35393126114199447,32.27722879474787
+5.654704545005725,-8.345400001551228,6.286029449734547
+-0.2668333832367935,-0.18586011290958204,3.9832089521389213
+8.756529099499659,1.4345610475215071,34.49046580194119
+-0.5302119788609243,-4.660486738162128,-5.858454065329163
+-3.3686200531489563,0.4134480494307553,-4.278879667493945
+-1.2217707938990667,-9.567758402393391,-18.52238722002683
+6.525838483887156,7.923215436795335,40.740440586925445
+-7.195018220027785,1.0807228707809884,-14.520895516934868
+-7.828485177291129,3.4448018607962343,-9.502683501350324
+-4.375324323219834,3.1884526938380358,-0.17571267950818803
+4.539892285737652,5.37294983835314,29.75142308647574
+-7.845181080882069,8.320236902752157,-2.6581266468366613
+-5.395720182102384,-9.251748876476405,-30.803069771243383
+1.0970493878296672,-2.5815543227512254,4.319182471075416
+6.595794862648262,6.165029441286038,37.380192695664
+-3.6572221435456935,9.057987901394899,12.624452775544329
+-4.181643237197628,0.30114258463429167,-8.687230529298493
+-4.880698188647945,8.720871400979266,8.72708671757288
+-6.707843648359637,-9.10178761215342,-32.87268583117139
+-1.2980587999392412,9.847511281116741,19.69041547800128
+7.833545325098278,4.972160389138985,37.97343194612286
+7.8158498175704985,7.8689327939572635,44.44913224498254
+0.3771672077289807,-3.6814189633841394,-1.178869505225093
+5.4402486422197605,3.233225263355221,27.49502526756617
+-2.526845422525799,-8.110666638769695,-18.905357813182746
+4.935792226980521,-4.750789681542706,10.053819939649266
+8.736263010675586,-5.180588499886305,21.000174544356618
+-7.5448413517702795,6.622253442498124,-2.9185251973214323
+-6.93431366751012,-6.414633836845218,-31.198867117152098
+1.9876558304168697,7.49124081674929,25.708598860239505
+-6.071306685708535,-3.793526541998105,-20.62446071974937
diff --git a/gradientboostingregression.py b/gradientboostingregression.py
new file mode 100644
index 0000000..34b451e
--- /dev/null
+++ b/gradientboostingregression.py
@@ -0,0 +1,165 @@
+# -*- coding: utf-8 -*-
+"""gradientboostingregression.ipynb
+
+Automatically generated by Colab.
+
+Original file is located at
+ https://colab.research.google.com/drive/1fxtGqQuDA0KXlc7gO_ve2DRTh9o3Mht5
+"""
+
+import numpy as np
+from sklearn.tree import DecisionTreeRegressor
+from sklearn.base import BaseEstimator, RegressorMixin
+from sklearn.metrics import mean_squared_error, r2_score
+from sklearn.preprocessing import MinMaxScaler
+import matplotlib.pyplot as plt
+import csv
+
+class GradientBoostingTreeRegressor(BaseEstimator, RegressorMixin):
+ def __init__(self, n_estimators=100, learning_rate=0.1, max_depth=3, random_state=None):
+ self.n_estimators = n_estimators
+ self.learning_rate = learning_rate
+ self.max_depth = max_depth
+ self.random_state = random_state
+
+ def _initialize_f0(self, y):
+ return np.mean(y)
+
+ def _negative_gradient(self, y, pred):
+ return y - pred
+
+ def fit(self, X, y):
+ X = np.asarray(X)
+ y = np.asarray(y)
+
+ self.f0 = self._initialize_f0(y)
+ self.trees_ = []
+
+ F = np.full(len(y), self.f0)
+ np.random.seed(self.random_state)
+
+ # Early stopping variables
+ best_mse = float('inf')
+ patience = 5
+ patience_counter = 0
+
+ for m in range(self.n_estimators):
+ residuals = self._negative_gradient(y, F)
+
+ tree = DecisionTreeRegressor(
+ max_depth=self.max_depth,
+ random_state=self.random_state
+ )
+
+ tree.fit(X, residuals)
+ update = self.learning_rate * tree.predict(X)
+ F += update
+ self.trees_.append(tree)
+
+ # Early stopping check
+ current_mse = mean_squared_error(y, F)
+ if current_mse < best_mse:
+ best_mse = current_mse
+ patience_counter = 0
+ else:
+ patience_counter += 1
+
+ if patience_counter >= patience:
+ print(f"Early stopping at iteration {m}")
+ break
+
+ return self
+
+ def predict(self, X):
+ X = np.asarray(X)
+ pred = np.full(len(X), self.f0)
+ for tree in self.trees_:
+ pred += self.learning_rate * tree.predict(X)
+ return pred
+
+def load_data(filename):
+ import csv
+ import numpy as np
+ from sklearn.preprocessing import LabelEncoder
+
+ with open(filename, 'r') as f:
+ reader = csv.reader(f)
+ # Skip header if it exists
+ # next(reader) # Uncomment if you have headers
+
+ # Initialize label encoders for categorical columns
+ categorical_encoders = {}
+ X, y = [], []
+
+ for row in reader:
+ features = []
+ for i, val in enumerate(row[:-1]): # All columns except the last
+ try:
+ # Try converting to float first
+ features.append(float(val))
+ except ValueError:
+ # If conversion fails, it's categorical data
+ if i not in categorical_encoders:
+ categorical_encoders[i] = LabelEncoder()
+ # Fit and transform the categorical value
+ encoded_val = categorical_encoders[i].fit_transform([val])[0]
+ features.append(encoded_val)
+
+ # Handle target variable (last column)
+ try:
+ y_val = float(row[-1])
+ except ValueError:
+ if 'target_encoder' not in categorical_encoders:
+ categorical_encoders['target_encoder'] = LabelEncoder()
+ y_val = categorical_encoders['target_encoder'].fit_transform([row[-1]])[0]
+
+ X.append(features)
+ y.append(y_val)
+
+ return np.array(X), np.array(y)
+
+def test_model(filename):
+ # Load data
+ X, y = load_data(filename)
+
+ # Scale target values to [0,1]
+ scaler = MinMaxScaler()
+ y_scaled = scaler.fit_transform(y.reshape(-1, 1)).ravel()
+
+ # Initialize and train model
+ model = GradientBoostingTreeRegressor(
+ n_estimators=600,
+ learning_rate=0.1,
+ max_depth=3,
+ random_state=42
+ )
+
+ # Fit the model
+ model.fit(X, y_scaled)
+
+ # Make predictions
+ predictions_scaled = model.predict(X)
+ predictions = scaler.inverse_transform(predictions_scaled.reshape(-1, 1)).ravel()
+
+ # Calculate metrics
+ mse = mean_squared_error(y, predictions)
+ r2 = r2_score(y, predictions)
+
+ print("Gradient Boosting Results:")
+ print(f"Mean Squared Error: {mse:.4f}")
+ print(f"R² Score: {r2:.4f}")
+
+ # Visualization
+ plt.figure(figsize=(10, 6))
+ plt.scatter(y, predictions, alpha=0.5)
+ plt.plot([y.min(), y.max()], [y.min(), y.max()], 'r--', lw=2)
+ plt.title('Gradient Boosting: Predicted vs Actual Values')
+ plt.xlabel('Actual Values')
+ plt.ylabel('Predicted Values')
+ plt.grid(True)
+ plt.show()
+
+ return predictions, y
+
+if __name__ == "__main__":
+ predictions, actuals = test_model('mldata.csv')
\ No newline at end of file
diff --git a/mldata.csv b/mldata.csv
new file mode 100644
index 0000000..555a571
--- /dev/null
+++ b/mldata.csv
@@ -0,0 +1,6902 @@
+Logical quotient rating,hackathons,coding skills rating,public speaking points,self-learning capability?,Extra-courses did,certifications,workshops,reading and writing skills,memory capability score,Interested subjects,interested career area ,Type of company want to settle in?,Taken inputs from seniors or elders,Interested Type of Books,Management or Technical,hard/smart worker,worked in teams ever?,Introvert,Suggested Job Role
+5,0,6,2,yes,no,information security,testing,poor,poor,programming,testing,BPA,no,Series,Management,smart worker,yes,no,Applications Developer
+7,6,4,3,no,yes,shell programming,testing,excellent,medium,Management,system developer,Cloud Services,yes,Autobiographies,Technical,hard worker,no,yes,Applications Developer
+2,3,9,1,no,yes,information security,testing,excellent,poor,data engineering,Business process analyst,product development,yes,Travel,Technical,smart worker,no,no,Applications Developer
+2,6,3,5,no,yes,r programming,database security,excellent,poor,networks,testing,Testing and Maintainance Services,yes,Guide,Management,smart worker,yes,yes,Applications Developer
+2,0,3,4,yes,no,distro making,game development,excellent,medium,Software Engineering,system developer,BPA,no,Health,Technical,hard worker,yes,no,Applications Developer
+7,3,5,7,yes,yes,distro making,data science,poor,excellent,cloud computing,security,Cloud Services,no,Journals,Management,hard worker,no,yes,Applications Developer
+9,1,9,1,yes,yes,machine learning,system designing,medium,excellent,cloud computing,testing,Cloud Services,no,Anthology,Technical,smart worker,no,yes,Applications Developer
+9,0,6,1,no,no,machine learning,hacking,medium,poor,parallel computing,developer,BPA,no,Dictionaries,Technical,smart worker,no,no,Applications Developer
+1,1,1,4,yes,yes,full stack,game development,excellent,excellent,programming,Business process analyst,SAaS services,yes,Prayer books,Technical,smart worker,yes,yes,Applications Developer
+6,5,4,2,no,yes,machine learning,cloud computing,excellent,poor,networks,system developer,SAaS services,no,Art,Management,hard worker,yes,yes,Applications Developer
+6,0,8,9,no,yes,full stack,data science,poor,medium,IOT,developer,Web Services,yes,Journals,Management,hard worker,no,no,Applications Developer
+9,6,3,7,yes,no,information security,web technologies,poor,medium,parallel computing,Business process analyst,Finance,no,Encyclopedias,Management,smart worker,yes,no,Applications Developer
+4,4,6,5,no,yes,hadoop,hacking,excellent,medium,networks,Business process analyst,Sales and Marketing,no,Religion-Spirituality,Management,smart worker,yes,no,Applications Developer
+8,0,9,6,yes,yes,shell programming,cloud computing,poor,poor,Computer Architecture,security,Sales and Marketing,no,Action and Adventure,Management,smart worker,no,no,Applications Developer
+1,0,3,4,no,yes,hadoop,cloud computing,medium,medium,Software Engineering,cloud computing,Product based,no,Comics,Management,hard worker,yes,no,Applications Developer
+1,0,2,4,yes,no,distro making,database security,poor,poor,Computer Architecture,system developer,Testing and Maintainance Services,yes,Horror,Management,hard worker,yes,yes,Applications Developer
+2,3,5,1,yes,no,r programming,hacking,excellent,medium,networks,developer,Cloud Services,no,Satire,Technical,hard worker,yes,yes,Applications Developer
+6,2,3,9,no,yes,information security,game development,excellent,excellent,hacking,testing,Testing and Maintainance Services,yes,Dictionaries,Management,hard worker,no,yes,Applications Developer
+2,0,8,7,no,no,information security,database security,excellent,poor,data engineering,cloud computing,Product based,no,Health,Technical,smart worker,no,yes,Applications Developer
+3,2,1,2,yes,yes,distro making,database security,excellent,medium,Computer Architecture,security,Cloud Services,no,Horror,Technical,smart worker,no,no,Applications Developer
+2,3,2,9,yes,no,information security,data science,excellent,excellent,hacking,system developer,Sales and Marketing,yes,Series,Management,smart worker,no,yes,Applications Developer
+5,5,2,6,no,no,r programming,cloud computing,medium,poor,cloud computing,Business process analyst,SAaS services,yes,Self help,Management,hard worker,no,yes,Applications Developer
+3,5,6,4,yes,yes,hadoop,game development,excellent,poor,cloud computing,testing,BPA,no,Guide,Management,smart worker,yes,no,Applications Developer
+1,2,8,9,yes,no,hadoop,system designing,medium,poor,networks,cloud computing,SAaS services,yes,Encyclopedias,Management,hard worker,no,no,Applications Developer
+6,1,9,7,no,yes,information security,hacking,excellent,poor,Management,Business process analyst,product development,no,History,Management,smart worker,yes,yes,Applications Developer
+9,0,3,5,no,yes,information security,database security,poor,poor,IOT,system developer,SAaS services,yes,Religion-Spirituality,Technical,hard worker,no,yes,Applications Developer
+9,6,5,4,yes,no,hadoop,cloud computing,medium,poor,parallel computing,Business process analyst,Sales and Marketing,yes,Cookbooks,Technical,hard worker,no,no,Applications Developer
+8,4,4,5,no,no,information security,game development,poor,poor,programming,security,Web Services,yes,Math,Management,smart worker,yes,no,Applications Developer
+9,6,6,2,no,yes,full stack,system designing,medium,poor,Management,system developer,BPA,no,Biographies,Management,smart worker,no,no,Applications Developer
+6,5,5,7,no,no,full stack,testing,medium,excellent,cloud computing,Business process analyst,Product based,no,Drama,Technical,smart worker,no,no,Applications Developer
+2,3,4,4,yes,no,shell programming,system designing,excellent,medium,cloud computing,Business process analyst,Finance,no,Journals,Management,smart worker,no,yes,Applications Developer
+9,0,8,4,no,no,information security,system designing,poor,medium,programming,developer,Finance,no,Health,Technical,smart worker,no,no,Applications Developer
+4,2,9,3,no,no,shell programming,game development,medium,medium,parallel computing,system developer,BPA,no,Anthology,Technical,smart worker,no,no,Applications Developer
+5,3,7,1,no,yes,shell programming,system designing,excellent,medium,cloud computing,security,Sales and Marketing,no,Biographies,Technical,hard worker,no,yes,Applications Developer
+9,0,9,7,yes,no,app development,data science,poor,medium,Computer Architecture,security,SAaS services,no,History,Management,hard worker,yes,no,Applications Developer
+1,2,5,4,yes,yes,hadoop,game development,excellent,poor,data engineering,Business process analyst,Web Services,yes,Diaries,Management,smart worker,yes,no,Applications Developer
+6,0,2,7,yes,yes,r programming,game development,excellent,excellent,hacking,Business process analyst,BPA,yes,Health,Management,hard worker,no,yes,Applications Developer
+7,1,6,6,no,no,app development,cloud computing,excellent,excellent,networks,security,product development,yes,Self help,Management,hard worker,yes,no,Applications Developer
+5,0,5,1,yes,no,hadoop,game development,excellent,excellent,cloud computing,cloud computing,BPA,no,Science fiction,Technical,smart worker,no,yes,Applications Developer
+8,2,3,6,yes,no,shell programming,web technologies,excellent,excellent,cloud computing,testing,product development,yes,Science fiction,Technical,hard worker,yes,no,Applications Developer
+2,3,9,4,no,no,machine learning,database security,poor,poor,hacking,cloud computing,Finance,no,Poetry,Management,smart worker,yes,no,Applications Developer
+4,0,4,5,no,yes,information security,testing,poor,poor,parallel computing,Business process analyst,Finance,no,Romance,Technical,smart worker,yes,yes,Applications Developer
+8,1,8,6,yes,no,r programming,system designing,medium,excellent,data engineering,security,Cloud Services,no,Horror,Technical,hard worker,no,yes,Applications Developer
+1,1,5,5,yes,no,app development,web technologies,excellent,poor,Computer Architecture,testing,Finance,no,Self help,Technical,smart worker,no,no,Applications Developer
+6,0,2,3,yes,no,python,cloud computing,poor,excellent,Management,system developer,BPA,yes,Self help,Management,hard worker,yes,yes,Applications Developer
+7,5,2,8,yes,no,hadoop,cloud computing,poor,medium,Management,security,SAaS services,no,Science,Technical,hard worker,no,no,Applications Developer
+8,1,1,5,yes,yes,shell programming,web technologies,poor,medium,networks,security,Sales and Marketing,yes,Biographies,Technical,hard worker,no,yes,Applications Developer
+7,4,2,8,yes,no,app development,hacking,poor,poor,cloud computing,Business process analyst,Web Services,no,Dictionaries,Management,hard worker,no,yes,Applications Developer
+2,2,2,1,no,yes,shell programming,data science,excellent,excellent,programming,security,BPA,no,Diaries,Technical,hard worker,no,yes,Applications Developer
+6,2,8,1,yes,yes,r programming,data science,excellent,poor,networks,cloud computing,Product based,yes,Action and Adventure,Management,smart worker,no,yes,Applications Developer
+9,2,6,9,yes,yes,machine learning,cloud computing,excellent,excellent,data engineering,developer,Sales and Marketing,yes,History,Technical,smart worker,yes,yes,Applications Developer
+4,3,5,2,no,yes,hadoop,system designing,excellent,poor,Computer Architecture,cloud computing,BPA,yes,Cookbooks,Management,hard worker,no,yes,Applications Developer
+4,0,9,3,yes,no,information security,cloud computing,poor,medium,parallel computing,developer,Service Based,yes,Self help,Management,hard worker,no,yes,Applications Developer
+1,5,1,8,no,no,machine learning,hacking,medium,medium,hacking,Business process analyst,Finance,no,Satire,Management,hard worker,yes,yes,Applications Developer
+2,2,8,3,no,no,machine learning,system designing,poor,excellent,hacking,testing,SAaS services,yes,Series,Technical,hard worker,no,yes,Applications Developer
+6,2,1,8,yes,yes,hadoop,web technologies,excellent,excellent,programming,security,Web Services,yes,Trilogy,Management,hard worker,no,no,Applications Developer
+9,0,6,1,yes,no,r programming,data science,poor,poor,data engineering,developer,Testing and Maintainance Services,yes,Poetry,Technical,smart worker,yes,yes,Applications Developer
+9,5,5,4,yes,yes,shell programming,game development,excellent,poor,networks,Business process analyst,product development,yes,Autobiographies,Management,smart worker,no,yes,Applications Developer
+5,0,1,7,yes,no,hadoop,system designing,excellent,medium,parallel computing,system developer,Service Based,no,Science,Technical,hard worker,yes,yes,Applications Developer
+5,5,7,8,yes,no,machine learning,game development,medium,poor,networks,system developer,Finance,yes,Self help,Management,smart worker,no,no,Applications Developer
+3,0,7,9,no,yes,full stack,system designing,medium,poor,data engineering,security,product development,yes,Science fiction,Technical,hard worker,no,no,Applications Developer
+2,6,6,1,no,yes,hadoop,cloud computing,poor,medium,IOT,Business process analyst,Sales and Marketing,no,Prayer books,Technical,hard worker,yes,yes,Applications Developer
+3,1,1,8,no,no,r programming,data science,excellent,poor,parallel computing,developer,Product based,yes,Travel,Management,smart worker,yes,yes,Applications Developer
+6,0,4,4,yes,yes,r programming,cloud computing,excellent,medium,IOT,developer,Finance,yes,Biographies,Technical,smart worker,yes,no,Applications Developer
+1,0,9,2,no,no,hadoop,system designing,poor,excellent,data engineering,system developer,Web Services,no,Comics,Technical,smart worker,yes,yes,Applications Developer
+7,6,9,3,no,yes,full stack,testing,medium,medium,hacking,Business process analyst,SAaS services,no,Prayer books,Technical,hard worker,no,yes,Applications Developer
+4,6,4,6,no,no,hadoop,testing,medium,poor,cloud computing,cloud computing,Cloud Services,no,Guide,Management,hard worker,yes,yes,Applications Developer
+4,5,4,4,yes,no,hadoop,hacking,excellent,medium,Computer Architecture,cloud computing,Finance,yes,Comics,Technical,hard worker,yes,yes,Applications Developer
+9,4,6,4,no,yes,information security,cloud computing,medium,excellent,programming,security,Cloud Services,yes,Drama,Management,smart worker,no,yes,Applications Developer
+8,6,1,8,no,no,r programming,database security,excellent,poor,programming,testing,Testing and Maintainance Services,yes,Health,Technical,hard worker,no,yes,Applications Developer
+1,6,4,5,no,yes,full stack,hacking,medium,excellent,cloud computing,testing,Service Based,yes,Health,Management,smart worker,no,no,Applications Developer
+2,4,5,3,yes,yes,machine learning,data science,medium,excellent,cloud computing,cloud computing,Testing and Maintainance Services,yes,Religion-Spirituality,Management,smart worker,yes,no,Applications Developer
+6,4,3,3,yes,yes,r programming,testing,medium,excellent,networks,Business process analyst,Sales and Marketing,no,Self help,Technical,smart worker,no,yes,Applications Developer
+4,2,7,3,yes,yes,information security,web technologies,excellent,medium,networks,developer,Testing and Maintainance Services,yes,Health,Management,smart worker,yes,no,Applications Developer
+1,4,7,6,yes,yes,r programming,data science,excellent,poor,Computer Architecture,testing,Service Based,no,Travel,Management,hard worker,no,yes,Applications Developer
+5,5,3,1,yes,yes,python,web technologies,excellent,excellent,IOT,security,BPA,no,Health,Technical,hard worker,yes,yes,Applications Developer
+4,0,7,2,no,no,distro making,system designing,excellent,excellent,parallel computing,testing,Testing and Maintainance Services,no,Science,Management,smart worker,no,yes,Applications Developer
+9,4,3,5,no,yes,app development,data science,poor,excellent,Computer Architecture,cloud computing,Web Services,no,Religion-Spirituality,Management,smart worker,yes,yes,Applications Developer
+3,2,4,4,yes,no,app development,cloud computing,excellent,poor,programming,Business process analyst,Service Based,no,Guide,Management,hard worker,no,yes,Applications Developer
+3,3,9,7,no,yes,r programming,game development,poor,poor,Software Engineering,system developer,product development,yes,Science,Management,hard worker,yes,no,Applications Developer
+6,2,8,9,no,yes,python,data science,medium,medium,Management,testing,SAaS services,no,Dictionaries,Technical,hard worker,yes,yes,Applications Developer
+2,2,2,7,yes,yes,shell programming,data science,excellent,medium,Computer Architecture,cloud computing,Finance,yes,Self help,Management,hard worker,yes,no,Applications Developer
+2,6,5,1,no,no,distro making,game development,poor,poor,hacking,system developer,Finance,yes,Guide,Management,hard worker,no,yes,Applications Developer
+8,6,4,5,yes,yes,shell programming,system designing,medium,excellent,cloud computing,developer,Sales and Marketing,no,Comics,Technical,smart worker,no,yes,Applications Developer
+5,3,2,7,no,no,r programming,web technologies,excellent,poor,networks,cloud computing,Testing and Maintainance Services,no,Drama,Technical,smart worker,yes,no,Applications Developer
+8,0,8,2,no,yes,python,game development,medium,excellent,Management,Business process analyst,BPA,no,Journals,Management,hard worker,no,no,Applications Developer
+2,2,1,7,yes,yes,app development,data science,excellent,medium,data engineering,security,Web Services,yes,History,Technical,smart worker,yes,yes,Applications Developer
+5,4,5,9,no,yes,shell programming,system designing,poor,medium,Computer Architecture,system developer,Testing and Maintainance Services,yes,Autobiographies,Management,smart worker,yes,yes,Applications Developer
+9,0,4,2,yes,yes,shell programming,testing,poor,poor,hacking,cloud computing,Testing and Maintainance Services,no,Autobiographies,Technical,smart worker,no,no,Applications Developer
+5,3,7,7,no,no,r programming,database security,excellent,medium,networks,security,Web Services,yes,Trilogy,Technical,smart worker,yes,yes,Applications Developer
+4,2,8,2,yes,no,hadoop,web technologies,medium,medium,Management,cloud computing,Sales and Marketing,no,Math,Management,hard worker,yes,no,Applications Developer
+9,1,7,7,yes,no,information security,game development,excellent,poor,Computer Architecture,cloud computing,Cloud Services,no,Journals,Technical,hard worker,yes,yes,Applications Developer
+5,5,1,8,yes,yes,shell programming,system designing,excellent,medium,hacking,developer,Finance,yes,Dictionaries,Technical,hard worker,yes,yes,Applications Developer
+1,1,1,9,yes,no,app development,cloud computing,poor,medium,Computer Architecture,developer,Service Based,no,Trilogy,Technical,smart worker,no,no,Applications Developer
+7,4,6,9,yes,no,machine learning,testing,medium,poor,networks,testing,Sales and Marketing,no,Fantasy,Management,smart worker,no,yes,Applications Developer
+3,1,6,5,no,yes,machine learning,data science,poor,poor,Software Engineering,system developer,Service Based,no,Cookbooks,Management,hard worker,yes,no,Applications Developer
+6,0,5,7,no,no,app development,game development,poor,excellent,Software Engineering,security,Product based,no,Guide,Technical,smart worker,no,no,Applications Developer
+1,5,5,5,yes,yes,shell programming,testing,medium,medium,data engineering,Business process analyst,Service Based,no,Childrens,Management,hard worker,yes,yes,Applications Developer
+4,3,1,9,yes,yes,machine learning,cloud computing,medium,excellent,Computer Architecture,testing,Sales and Marketing,yes,Dictionaries,Management,hard worker,yes,yes,Applications Developer
+1,2,3,8,yes,yes,python,system designing,medium,poor,data engineering,security,BPA,yes,Art,Technical,hard worker,no,yes,Applications Developer
+5,1,5,4,no,no,machine learning,game development,poor,medium,parallel computing,developer,Cloud Services,yes,Childrens,Technical,smart worker,yes,no,Applications Developer
+9,4,9,4,yes,no,hadoop,web technologies,poor,excellent,Software Engineering,testing,Product based,yes,Childrens,Management,hard worker,no,yes,Applications Developer
+2,1,9,8,yes,yes,python,hacking,poor,medium,cloud computing,system developer,Cloud Services,yes,Cookbooks,Management,hard worker,no,yes,Applications Developer
+4,4,5,1,no,yes,shell programming,hacking,poor,medium,programming,system developer,Testing and Maintainance Services,yes,Science,Technical,smart worker,yes,no,Applications Developer
+1,5,5,9,yes,no,full stack,system designing,medium,poor,Software Engineering,developer,Service Based,no,Health,Management,hard worker,yes,yes,Applications Developer
+1,3,7,3,yes,yes,r programming,database security,medium,poor,programming,system developer,Product based,yes,Poetry,Management,smart worker,yes,no,Applications Developer
+7,5,2,8,no,no,full stack,testing,medium,poor,networks,developer,product development,yes,Self help,Management,smart worker,no,no,Applications Developer
+8,4,9,4,yes,no,information security,cloud computing,poor,excellent,IOT,developer,Web Services,no,Health,Management,hard worker,yes,no,Applications Developer
+1,2,3,5,no,no,full stack,game development,poor,poor,Computer Architecture,system developer,product development,no,Horror,Technical,smart worker,yes,yes,Applications Developer
+5,6,7,9,yes,yes,distro making,cloud computing,poor,excellent,parallel computing,testing,SAaS services,yes,Satire,Technical,smart worker,no,no,Applications Developer
+9,6,3,5,no,no,app development,hacking,medium,excellent,Computer Architecture,security,product development,yes,Anthology,Management,hard worker,yes,yes,Applications Developer
+4,6,1,9,yes,no,shell programming,cloud computing,excellent,medium,parallel computing,cloud computing,Testing and Maintainance Services,no,Self help,Technical,hard worker,no,yes,Applications Developer
+6,1,7,4,no,yes,information security,web technologies,excellent,excellent,parallel computing,Business process analyst,Finance,yes,History,Technical,smart worker,no,yes,Applications Developer
+6,0,7,7,yes,yes,app development,game development,poor,medium,parallel computing,testing,product development,no,Satire,Technical,hard worker,yes,no,Applications Developer
+4,5,1,4,yes,no,shell programming,game development,medium,medium,hacking,Business process analyst,Product based,yes,Action and Adventure,Management,smart worker,no,no,Applications Developer
+4,4,8,4,no,no,distro making,cloud computing,poor,poor,programming,Business process analyst,BPA,no,Fantasy,Technical,smart worker,no,yes,Applications Developer
+6,4,2,7,no,no,distro making,database security,poor,excellent,networks,security,SAaS services,no,Health,Management,smart worker,yes,no,Applications Developer
+1,0,6,6,no,yes,hadoop,system designing,excellent,excellent,cloud computing,security,Testing and Maintainance Services,yes,Health,Management,hard worker,no,yes,Applications Developer
+3,1,5,4,no,yes,full stack,data science,medium,poor,Computer Architecture,developer,Finance,yes,Romance,Management,hard worker,yes,no,Applications Developer
+8,4,4,9,yes,no,app development,testing,medium,excellent,parallel computing,cloud computing,Product based,yes,Romance,Management,smart worker,no,yes,Applications Developer
+5,4,3,6,no,no,app development,web technologies,medium,medium,networks,cloud computing,product development,no,Drama,Technical,smart worker,no,no,Applications Developer
+1,5,2,7,yes,no,python,database security,excellent,poor,cloud computing,system developer,Finance,no,Biographies,Technical,hard worker,no,yes,Applications Developer
+4,0,5,5,no,no,shell programming,data science,medium,excellent,Management,cloud computing,Sales and Marketing,yes,Horror,Management,hard worker,yes,yes,Applications Developer
+3,0,3,5,yes,yes,shell programming,hacking,medium,medium,programming,cloud computing,Finance,no,Health,Technical,hard worker,no,no,Applications Developer
+2,6,3,2,yes,yes,full stack,database security,excellent,poor,networks,cloud computing,BPA,yes,Science,Management,smart worker,no,no,Applications Developer
+2,1,7,1,no,no,machine learning,game development,poor,poor,parallel computing,Business process analyst,Testing and Maintainance Services,no,Diaries,Management,hard worker,no,yes,Applications Developer
+6,4,9,2,no,yes,full stack,hacking,excellent,poor,Software Engineering,security,Finance,yes,Autobiographies,Technical,hard worker,yes,no,Applications Developer
+3,3,6,3,yes,no,shell programming,database security,medium,poor,Management,testing,Product based,yes,Self help,Technical,hard worker,no,yes,Applications Developer
+3,5,5,7,yes,yes,r programming,data science,poor,excellent,hacking,cloud computing,Web Services,yes,Series,Management,smart worker,no,yes,Applications Developer
+7,1,6,5,yes,no,shell programming,database security,medium,excellent,Computer Architecture,security,Testing and Maintainance Services,no,Poetry,Technical,hard worker,no,yes,Applications Developer
+3,5,4,1,no,no,shell programming,web technologies,medium,excellent,cloud computing,system developer,Sales and Marketing,no,Mystery,Technical,hard worker,no,no,Applications Developer
+6,3,3,4,no,yes,shell programming,system designing,excellent,medium,cloud computing,security,Cloud Services,no,Science fiction,Management,smart worker,yes,yes,Applications Developer
+1,0,7,8,yes,no,python,system designing,poor,medium,parallel computing,developer,Product based,no,Prayer books,Technical,hard worker,yes,no,Applications Developer
+6,6,2,5,yes,no,machine learning,web technologies,excellent,excellent,programming,testing,Web Services,no,Series,Technical,hard worker,yes,yes,Applications Developer
+6,0,7,8,yes,yes,hadoop,game development,medium,medium,cloud computing,Business process analyst,Product based,no,Travel,Management,hard worker,yes,yes,Applications Developer
+1,4,6,6,no,yes,python,testing,poor,excellent,hacking,security,Product based,no,Horror,Management,smart worker,yes,no,Applications Developer
+5,6,2,2,no,no,r programming,database security,medium,excellent,hacking,developer,SAaS services,no,Series,Technical,smart worker,no,no,Applications Developer
+5,5,2,3,no,no,shell programming,hacking,excellent,poor,IOT,cloud computing,Finance,no,Cookbooks,Management,smart worker,no,yes,Applications Developer
+6,3,3,6,no,no,shell programming,testing,excellent,excellent,Management,cloud computing,Testing and Maintainance Services,no,Trilogy,Management,smart worker,no,yes,Applications Developer
+4,3,2,5,yes,no,python,web technologies,poor,poor,IOT,developer,SAaS services,yes,Religion-Spirituality,Technical,smart worker,yes,yes,Applications Developer
+2,2,7,8,no,yes,information security,data science,excellent,medium,Computer Architecture,system developer,Finance,no,Horror,Technical,smart worker,yes,no,Applications Developer
+6,6,4,1,yes,no,shell programming,system designing,excellent,excellent,IOT,Business process analyst,BPA,no,Biographies,Technical,hard worker,yes,no,Applications Developer
+6,3,9,1,no,yes,distro making,web technologies,poor,medium,Management,developer,Sales and Marketing,yes,Trilogy,Management,hard worker,no,no,Applications Developer
+3,0,7,3,yes,yes,full stack,testing,poor,excellent,programming,cloud computing,Product based,no,Biographies,Technical,smart worker,no,yes,Applications Developer
+9,2,5,9,no,no,distro making,data science,poor,excellent,Management,cloud computing,product development,yes,Health,Management,smart worker,yes,yes,Applications Developer
+3,2,4,1,yes,no,machine learning,database security,medium,excellent,IOT,cloud computing,product development,no,Science fiction,Technical,hard worker,yes,yes,Applications Developer
+3,5,1,5,no,no,app development,web technologies,medium,poor,cloud computing,developer,Service Based,yes,Mystery,Management,smart worker,yes,no,Applications Developer
+2,2,2,2,yes,no,shell programming,testing,medium,poor,parallel computing,developer,Web Services,yes,Mystery,Technical,smart worker,yes,yes,Applications Developer
+5,3,9,6,yes,yes,distro making,hacking,excellent,medium,hacking,developer,Service Based,no,Anthology,Management,hard worker,no,yes,Applications Developer
+6,6,4,3,no,yes,shell programming,game development,excellent,medium,parallel computing,system developer,Finance,no,Health,Management,hard worker,no,no,Applications Developer
+3,4,1,1,yes,no,hadoop,data science,poor,medium,IOT,cloud computing,Web Services,yes,Health,Technical,smart worker,yes,no,Applications Developer
+9,4,4,2,no,no,shell programming,game development,poor,excellent,IOT,Business process analyst,Service Based,yes,Action and Adventure,Management,hard worker,yes,yes,Applications Developer
+4,0,6,4,no,no,r programming,data science,excellent,poor,Computer Architecture,developer,Sales and Marketing,no,Guide,Technical,hard worker,yes,yes,Applications Developer
+1,3,7,5,no,no,r programming,database security,poor,poor,hacking,security,BPA,no,Diaries,Technical,hard worker,no,yes,Applications Developer
+4,3,8,9,no,no,machine learning,game development,medium,poor,networks,testing,Service Based,no,Cookbooks,Technical,smart worker,no,no,Applications Developer
+4,0,8,7,yes,no,shell programming,cloud computing,medium,poor,cloud computing,security,Finance,no,Biographies,Management,smart worker,yes,no,Applications Developer
+8,5,1,4,yes,no,hadoop,testing,excellent,excellent,Computer Architecture,system developer,Web Services,yes,Drama,Technical,hard worker,no,no,Applications Developer
+4,6,2,8,no,yes,distro making,web technologies,excellent,medium,programming,cloud computing,Sales and Marketing,yes,Math,Management,hard worker,no,no,Applications Developer
+5,3,7,3,no,no,hadoop,system designing,poor,poor,Management,system developer,SAaS services,no,Guide,Technical,smart worker,no,no,Applications Developer
+2,2,2,3,yes,yes,hadoop,game development,excellent,excellent,Computer Architecture,Business process analyst,Cloud Services,no,Romance,Management,smart worker,no,no,Applications Developer
+8,1,2,8,no,no,hadoop,game development,medium,excellent,parallel computing,testing,Finance,no,Biographies,Technical,hard worker,yes,yes,Applications Developer
+2,3,4,8,yes,no,shell programming,game development,medium,excellent,programming,system developer,Web Services,yes,Poetry,Technical,hard worker,yes,no,Applications Developer
+2,5,9,1,no,no,shell programming,system designing,excellent,poor,programming,system developer,product development,no,Romance,Management,hard worker,no,yes,Applications Developer
+7,4,9,3,yes,no,app development,data science,poor,excellent,Software Engineering,cloud computing,Cloud Services,no,Guide,Technical,smart worker,no,yes,Applications Developer
+5,3,6,4,no,yes,distro making,cloud computing,medium,poor,Management,testing,Finance,no,Guide,Technical,hard worker,yes,no,Applications Developer
+6,3,2,7,yes,yes,hadoop,hacking,medium,excellent,parallel computing,developer,SAaS services,yes,Encyclopedias,Technical,hard worker,yes,no,Applications Developer
+9,0,1,5,no,yes,machine learning,web technologies,excellent,medium,parallel computing,Business process analyst,Cloud Services,yes,Math,Management,smart worker,yes,no,Applications Developer
+4,3,6,7,no,yes,machine learning,hacking,excellent,medium,Computer Architecture,developer,Sales and Marketing,yes,Religion-Spirituality,Management,smart worker,yes,no,Applications Developer
+6,1,1,6,no,no,machine learning,cloud computing,excellent,excellent,programming,developer,Cloud Services,no,Autobiographies,Technical,smart worker,yes,no,Applications Developer
+5,0,7,2,yes,yes,python,cloud computing,poor,poor,cloud computing,Business process analyst,BPA,yes,Dictionaries,Technical,smart worker,no,yes,Applications Developer
+7,3,8,9,yes,yes,full stack,hacking,medium,excellent,cloud computing,Business process analyst,Cloud Services,yes,Encyclopedias,Management,smart worker,yes,no,Applications Developer
+6,0,6,4,no,yes,python,hacking,poor,medium,programming,testing,Service Based,yes,Biographies,Management,smart worker,yes,yes,Applications Developer
+5,4,6,3,yes,no,full stack,testing,poor,medium,cloud computing,system developer,Web Services,yes,Math,Management,smart worker,yes,yes,Applications Developer
+2,2,4,6,yes,yes,shell programming,data science,medium,excellent,programming,security,Product based,no,Fantasy,Management,smart worker,no,yes,Applications Developer
+2,0,1,8,yes,yes,distro making,data science,poor,medium,programming,Business process analyst,Testing and Maintainance Services,yes,Mystery,Technical,smart worker,no,no,Applications Developer
+4,6,8,3,no,no,machine learning,data science,excellent,medium,Management,Business process analyst,Sales and Marketing,no,Trilogy,Technical,smart worker,no,yes,Applications Developer
+7,6,3,9,no,yes,full stack,system designing,medium,poor,Computer Architecture,testing,Web Services,yes,Cookbooks,Technical,hard worker,yes,yes,Applications Developer
+4,6,8,4,yes,yes,information security,database security,excellent,poor,cloud computing,testing,Testing and Maintainance Services,no,Horror,Management,hard worker,no,no,Applications Developer
+4,5,7,4,yes,yes,information security,game development,poor,poor,Management,Business process analyst,Product based,yes,Romance,Technical,hard worker,no,yes,Applications Developer
+4,3,2,1,no,no,information security,hacking,poor,medium,IOT,system developer,Testing and Maintainance Services,no,Romance,Management,smart worker,yes,yes,Applications Developer
+7,0,6,6,yes,yes,python,system designing,excellent,poor,data engineering,system developer,SAaS services,no,Mystery,Technical,hard worker,yes,yes,Applications Developer
+1,1,5,3,yes,yes,hadoop,database security,excellent,medium,IOT,cloud computing,product development,no,Prayer books,Management,smart worker,yes,no,Applications Developer
+9,5,9,6,no,no,hadoop,hacking,medium,excellent,IOT,developer,Service Based,yes,Science,Management,smart worker,no,yes,Applications Developer
+3,2,4,2,no,no,hadoop,system designing,medium,medium,data engineering,developer,Sales and Marketing,yes,Travel,Technical,smart worker,no,yes,Applications Developer
+2,6,7,4,yes,yes,full stack,data science,poor,poor,Management,system developer,Testing and Maintainance Services,yes,Health,Technical,hard worker,yes,yes,Applications Developer
+1,6,8,1,no,no,shell programming,system designing,medium,medium,hacking,testing,Finance,no,Cookbooks,Management,smart worker,yes,no,Applications Developer
+6,5,5,6,no,yes,hadoop,system designing,medium,medium,data engineering,testing,Sales and Marketing,no,Travel,Management,hard worker,no,yes,Applications Developer
+1,1,7,7,no,no,information security,testing,poor,medium,data engineering,security,SAaS services,yes,Autobiographies,Technical,hard worker,no,yes,Applications Developer
+1,6,7,9,no,yes,information security,database security,medium,poor,hacking,cloud computing,SAaS services,yes,Autobiographies,Management,hard worker,no,yes,Applications Developer
+8,6,2,1,no,yes,r programming,data science,medium,medium,cloud computing,security,Web Services,no,Guide,Technical,hard worker,no,no,Applications Developer
+5,4,7,1,yes,no,information security,system designing,medium,medium,hacking,cloud computing,Sales and Marketing,yes,Self help,Management,smart worker,no,no,Applications Developer
+6,1,1,7,no,yes,full stack,hacking,medium,medium,Software Engineering,system developer,SAaS services,no,Prayer books,Technical,smart worker,yes,yes,Applications Developer
+3,4,3,3,yes,yes,python,game development,poor,medium,networks,security,Sales and Marketing,no,Journals,Technical,smart worker,no,no,Applications Developer
+4,1,7,8,yes,no,shell programming,game development,poor,medium,Computer Architecture,testing,Testing and Maintainance Services,yes,Art,Technical,smart worker,yes,no,Applications Developer
+3,4,8,6,yes,yes,hadoop,testing,poor,poor,IOT,developer,Cloud Services,yes,Dictionaries,Technical,smart worker,yes,no,Applications Developer
+2,2,2,7,yes,yes,hadoop,system designing,excellent,medium,programming,testing,Product based,yes,Comics,Technical,smart worker,no,yes,Applications Developer
+9,1,8,1,no,yes,shell programming,web technologies,medium,poor,Management,cloud computing,Web Services,yes,Anthology,Management,smart worker,yes,yes,Applications Developer
+9,1,5,6,no,yes,information security,hacking,excellent,excellent,Management,security,Testing and Maintainance Services,yes,Series,Technical,hard worker,no,yes,Applications Developer
+3,5,2,1,no,no,python,database security,medium,excellent,Computer Architecture,testing,Sales and Marketing,yes,Horror,Technical,hard worker,yes,yes,Applications Developer
+7,4,8,5,yes,no,full stack,cloud computing,medium,poor,cloud computing,cloud computing,Finance,yes,Self help,Technical,hard worker,no,no,Applications Developer
+1,3,8,5,no,no,hadoop,hacking,poor,medium,data engineering,developer,Sales and Marketing,yes,Fantasy,Management,smart worker,yes,yes,Applications Developer
+7,2,8,5,no,yes,shell programming,system designing,poor,poor,programming,system developer,SAaS services,no,Travel,Technical,smart worker,no,no,Applications Developer
+2,2,8,1,no,no,shell programming,web technologies,poor,poor,Management,Business process analyst,SAaS services,yes,Trilogy,Management,hard worker,yes,no,Applications Developer
+1,1,2,6,no,no,distro making,game development,medium,poor,Management,system developer,SAaS services,yes,Cookbooks,Technical,smart worker,yes,no,Applications Developer
+1,6,3,6,no,no,python,cloud computing,excellent,medium,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Science,Management,hard worker,yes,yes,Applications Developer
+2,6,7,1,yes,yes,machine learning,system designing,medium,medium,hacking,testing,Finance,no,Dictionaries,Technical,hard worker,no,yes,Applications Developer
+1,4,5,4,yes,no,distro making,web technologies,medium,poor,Computer Architecture,system developer,Product based,no,Health,Technical,hard worker,no,no,Applications Developer
+1,6,4,2,yes,no,python,hacking,medium,excellent,cloud computing,Business process analyst,Product based,yes,Mystery,Management,smart worker,yes,yes,Applications Developer
+6,4,9,7,yes,yes,hadoop,testing,excellent,medium,cloud computing,Business process analyst,Product based,no,Horror,Management,hard worker,no,yes,Applications Developer
+8,1,9,7,yes,yes,information security,game development,medium,medium,networks,developer,Cloud Services,yes,Travel,Technical,smart worker,no,yes,Applications Developer
+7,2,1,8,no,yes,machine learning,data science,poor,excellent,Software Engineering,security,Web Services,yes,Poetry,Management,hard worker,yes,yes,Applications Developer
+3,4,5,5,yes,yes,r programming,system designing,excellent,poor,Software Engineering,security,Sales and Marketing,no,Diaries,Management,hard worker,no,no,Applications Developer
+3,4,3,3,yes,no,information security,database security,poor,medium,programming,developer,Service Based,no,Science,Management,smart worker,yes,no,Applications Developer
+3,4,2,3,yes,no,python,hacking,poor,poor,Management,system developer,Sales and Marketing,yes,Health,Technical,smart worker,yes,yes,Applications Developer
+1,1,9,1,no,yes,distro making,testing,excellent,excellent,Computer Architecture,developer,Sales and Marketing,yes,Health,Management,smart worker,no,no,Applications Developer
+7,1,9,4,no,no,r programming,data science,poor,excellent,cloud computing,security,Testing and Maintainance Services,yes,Science fiction,Technical,hard worker,yes,yes,Applications Developer
+8,2,1,8,no,yes,hadoop,database security,medium,medium,Software Engineering,developer,SAaS services,no,History,Management,hard worker,yes,no,Applications Developer
+7,4,9,3,yes,yes,python,hacking,poor,poor,parallel computing,cloud computing,Web Services,no,Trilogy,Technical,hard worker,no,yes,Applications Developer
+5,2,1,7,no,no,full stack,database security,excellent,excellent,cloud computing,security,BPA,yes,Guide,Technical,hard worker,no,yes,Applications Developer
+1,1,7,4,no,no,python,testing,poor,medium,hacking,developer,SAaS services,no,Math,Technical,hard worker,yes,no,Applications Developer
+8,3,7,3,yes,no,shell programming,database security,medium,excellent,IOT,system developer,Cloud Services,no,Science fiction,Management,smart worker,yes,no,Applications Developer
+1,6,6,7,no,no,full stack,data science,excellent,poor,Computer Architecture,system developer,BPA,yes,Poetry,Technical,smart worker,yes,yes,Applications Developer
+7,5,3,2,yes,yes,machine learning,cloud computing,poor,poor,hacking,Business process analyst,Product based,yes,Guide,Technical,hard worker,no,no,Applications Developer
+9,4,3,4,yes,no,shell programming,system designing,medium,excellent,Management,system developer,BPA,no,Science fiction,Management,hard worker,yes,yes,Applications Developer
+4,5,3,1,yes,yes,machine learning,hacking,poor,medium,programming,testing,Sales and Marketing,no,Drama,Management,hard worker,no,no,Applications Developer
+8,4,8,8,yes,no,python,data science,poor,poor,Software Engineering,Business process analyst,BPA,yes,Horror,Management,smart worker,yes,no,Applications Developer
+5,3,6,4,no,no,hadoop,game development,medium,excellent,data engineering,testing,product development,yes,Horror,Management,hard worker,no,no,Applications Developer
+9,4,8,8,no,yes,shell programming,database security,medium,excellent,Computer Architecture,Business process analyst,Product based,no,Guide,Management,hard worker,yes,yes,Applications Developer
+7,4,1,9,yes,yes,information security,system designing,excellent,excellent,data engineering,security,Cloud Services,no,Prayer books,Technical,hard worker,yes,yes,Applications Developer
+4,0,2,4,yes,no,python,web technologies,poor,poor,cloud computing,testing,Testing and Maintainance Services,no,Drama,Technical,smart worker,yes,no,Applications Developer
+5,2,1,6,yes,no,shell programming,hacking,excellent,poor,networks,security,Finance,no,History,Management,hard worker,yes,no,Applications Developer
+6,2,9,2,yes,yes,full stack,data science,medium,poor,networks,Business process analyst,BPA,yes,Dictionaries,Management,hard worker,no,yes,Applications Developer
+2,6,5,1,yes,no,full stack,cloud computing,poor,excellent,parallel computing,cloud computing,SAaS services,yes,Health,Management,hard worker,yes,no,Applications Developer
+6,2,4,2,no,yes,distro making,system designing,medium,excellent,data engineering,cloud computing,product development,yes,Prayer books,Management,hard worker,no,yes,Applications Developer
+8,3,7,2,no,no,full stack,database security,medium,excellent,programming,cloud computing,Finance,no,Self help,Management,smart worker,no,no,Applications Developer
+8,2,4,9,yes,no,r programming,testing,excellent,excellent,data engineering,system developer,Finance,no,Poetry,Management,smart worker,no,no,Applications Developer
+9,1,3,2,yes,no,r programming,cloud computing,excellent,medium,hacking,Business process analyst,Web Services,no,Prayer books,Technical,hard worker,yes,no,Applications Developer
+5,4,3,4,no,yes,machine learning,game development,poor,medium,Management,Business process analyst,product development,no,Health,Management,hard worker,yes,yes,Applications Developer
+2,3,6,6,yes,no,distro making,data science,poor,medium,cloud computing,system developer,product development,yes,Prayer books,Management,smart worker,yes,no,Applications Developer
+9,2,7,5,no,yes,shell programming,hacking,excellent,excellent,networks,system developer,Finance,no,Math,Management,smart worker,yes,yes,Applications Developer
+4,5,5,3,yes,yes,full stack,testing,poor,poor,Software Engineering,developer,Sales and Marketing,yes,Biographies,Technical,smart worker,yes,yes,Applications Developer
+6,4,7,9,yes,no,python,system designing,medium,poor,Computer Architecture,security,Web Services,no,Drama,Technical,smart worker,yes,yes,Applications Developer
+7,1,8,8,yes,yes,app development,database security,excellent,excellent,Management,Business process analyst,product development,no,Prayer books,Technical,hard worker,yes,yes,Applications Developer
+1,1,8,1,yes,yes,python,hacking,medium,poor,hacking,testing,Product based,no,History,Management,smart worker,no,no,Applications Developer
+7,4,5,5,no,no,app development,game development,poor,poor,Software Engineering,security,Web Services,no,Drama,Management,smart worker,no,yes,Applications Developer
+3,2,1,7,no,yes,machine learning,game development,poor,medium,Software Engineering,testing,Sales and Marketing,yes,Satire,Management,smart worker,yes,yes,Applications Developer
+1,6,2,3,no,yes,python,hacking,excellent,excellent,networks,testing,Testing and Maintainance Services,no,Religion-Spirituality,Technical,hard worker,no,yes,Applications Developer
+1,3,1,9,no,no,shell programming,hacking,poor,poor,IOT,Business process analyst,Product based,no,Self help,Technical,smart worker,no,no,Applications Developer
+7,5,7,4,no,no,information security,testing,poor,excellent,IOT,developer,Web Services,yes,Religion-Spirituality,Technical,hard worker,no,no,Applications Developer
+4,2,4,4,yes,yes,shell programming,web technologies,excellent,poor,networks,testing,SAaS services,no,Childrens,Technical,smart worker,no,no,Applications Developer
+1,2,9,6,no,no,full stack,hacking,medium,medium,networks,system developer,Finance,yes,Guide,Technical,hard worker,no,yes,Applications Developer
+7,0,8,8,yes,no,full stack,web technologies,excellent,poor,data engineering,security,Cloud Services,no,Romance,Management,smart worker,yes,yes,Applications Developer
+4,0,1,5,yes,yes,python,testing,poor,poor,parallel computing,cloud computing,Product based,no,Prayer books,Management,hard worker,yes,no,Applications Developer
+1,1,2,2,yes,yes,distro making,hacking,poor,poor,networks,testing,Testing and Maintainance Services,yes,Encyclopedias,Management,hard worker,yes,yes,Applications Developer
+3,1,9,3,no,yes,information security,cloud computing,medium,poor,hacking,Business process analyst,Finance,yes,Dictionaries,Technical,hard worker,no,no,Applications Developer
+6,0,3,2,yes,yes,distro making,database security,medium,excellent,hacking,security,Product based,no,Art,Technical,hard worker,no,yes,Applications Developer
+5,0,9,7,yes,yes,python,hacking,excellent,poor,Computer Architecture,security,BPA,no,Childrens,Technical,hard worker,yes,yes,Applications Developer
+7,1,7,8,yes,yes,app development,data science,medium,excellent,Software Engineering,system developer,Web Services,yes,Religion-Spirituality,Management,smart worker,no,yes,Applications Developer
+2,2,2,5,no,yes,hadoop,testing,excellent,medium,parallel computing,system developer,Testing and Maintainance Services,yes,Prayer books,Technical,smart worker,yes,no,Applications Developer
+4,2,9,3,yes,yes,app development,cloud computing,medium,poor,data engineering,testing,SAaS services,no,History,Technical,hard worker,no,no,Applications Developer
+6,0,3,7,no,yes,distro making,data science,medium,medium,parallel computing,system developer,Sales and Marketing,yes,Fantasy,Management,smart worker,yes,yes,Applications Developer
+8,3,2,7,yes,no,r programming,web technologies,medium,excellent,networks,system developer,Sales and Marketing,yes,Guide,Technical,smart worker,yes,no,Applications Developer
+2,3,4,6,yes,no,python,data science,poor,medium,parallel computing,security,product development,no,Science,Management,smart worker,yes,no,Applications Developer
+9,1,5,4,no,no,shell programming,web technologies,excellent,medium,Computer Architecture,cloud computing,SAaS services,yes,Autobiographies,Management,hard worker,no,yes,Applications Developer
+1,0,3,3,no,no,r programming,testing,excellent,excellent,data engineering,system developer,Service Based,no,Journals,Technical,smart worker,yes,yes,Applications Developer
+4,1,7,9,no,no,information security,system designing,poor,poor,parallel computing,cloud computing,Web Services,yes,Encyclopedias,Technical,smart worker,yes,no,Applications Developer
+1,2,1,8,no,yes,r programming,web technologies,medium,excellent,data engineering,developer,Sales and Marketing,no,Religion-Spirituality,Management,hard worker,yes,no,Applications Developer
+4,5,9,1,no,no,full stack,game development,excellent,medium,Computer Architecture,Business process analyst,Product based,no,Fantasy,Management,smart worker,yes,no,Applications Developer
+4,4,6,7,no,no,machine learning,testing,poor,medium,networks,testing,Finance,no,History,Management,hard worker,no,no,Applications Developer
+9,1,2,1,yes,yes,shell programming,system designing,medium,excellent,programming,Business process analyst,BPA,no,Horror,Management,hard worker,no,no,Applications Developer
+1,5,1,8,no,yes,r programming,cloud computing,excellent,excellent,cloud computing,cloud computing,Cloud Services,no,Art,Technical,hard worker,yes,no,Applications Developer
+9,3,1,8,no,no,machine learning,database security,poor,medium,cloud computing,Business process analyst,Finance,yes,Dictionaries,Technical,smart worker,no,yes,Applications Developer
+3,6,5,4,no,no,shell programming,testing,excellent,medium,hacking,cloud computing,Service Based,yes,Art,Technical,hard worker,no,no,Applications Developer
+3,6,4,5,yes,yes,python,web technologies,medium,medium,Management,Business process analyst,Web Services,yes,History,Technical,smart worker,yes,yes,Applications Developer
+8,0,1,6,yes,no,information security,cloud computing,poor,poor,programming,Business process analyst,Product based,no,Guide,Management,hard worker,yes,yes,Applications Developer
+8,0,9,8,no,yes,distro making,hacking,medium,medium,cloud computing,cloud computing,Service Based,no,Math,Technical,hard worker,no,no,Applications Developer
+9,0,4,4,yes,yes,r programming,cloud computing,medium,medium,networks,developer,Cloud Services,yes,Comics,Management,hard worker,no,yes,Applications Developer
+2,2,2,4,yes,no,hadoop,data science,medium,excellent,IOT,developer,product development,yes,Prayer books,Management,smart worker,yes,no,Applications Developer
+8,2,2,4,yes,no,python,testing,poor,poor,cloud computing,developer,Cloud Services,yes,Autobiographies,Technical,smart worker,no,yes,Applications Developer
+1,3,8,4,yes,yes,python,game development,poor,excellent,Computer Architecture,security,Finance,yes,Cookbooks,Management,hard worker,yes,no,Applications Developer
+7,0,7,9,no,no,full stack,web technologies,medium,excellent,IOT,testing,SAaS services,yes,Biographies,Technical,hard worker,yes,no,Applications Developer
+1,6,2,2,yes,no,python,system designing,excellent,poor,Management,developer,Web Services,no,Diaries,Technical,hard worker,yes,no,Applications Developer
+1,2,5,1,yes,no,machine learning,data science,medium,excellent,Software Engineering,developer,Testing and Maintainance Services,yes,Autobiographies,Management,smart worker,no,yes,Applications Developer
+8,2,2,9,yes,yes,distro making,database security,poor,excellent,Software Engineering,testing,Service Based,no,History,Management,hard worker,no,no,Applications Developer
+4,4,7,5,no,no,shell programming,web technologies,medium,poor,Software Engineering,testing,Finance,no,Self help,Technical,hard worker,no,yes,Applications Developer
+4,1,2,7,yes,yes,shell programming,database security,excellent,excellent,cloud computing,system developer,Testing and Maintainance Services,yes,Guide,Management,hard worker,no,no,Applications Developer
+1,2,8,1,no,no,distro making,cloud computing,excellent,poor,IOT,security,Cloud Services,yes,Science,Technical,smart worker,yes,no,Applications Developer
+7,3,8,5,yes,yes,python,data science,poor,excellent,Management,developer,SAaS services,no,Series,Technical,smart worker,yes,no,Applications Developer
+9,0,1,5,no,yes,distro making,testing,excellent,medium,programming,developer,SAaS services,no,Travel,Technical,smart worker,yes,no,Applications Developer
+3,5,7,5,no,no,distro making,hacking,excellent,excellent,Computer Architecture,developer,Cloud Services,yes,Guide,Management,hard worker,no,yes,Applications Developer
+5,2,8,6,no,yes,full stack,cloud computing,medium,medium,data engineering,security,Web Services,no,Health,Technical,smart worker,yes,yes,Applications Developer
+6,1,1,8,no,yes,r programming,database security,medium,poor,hacking,developer,BPA,no,Science fiction,Technical,smart worker,no,no,Applications Developer
+9,1,1,1,yes,yes,information security,system designing,poor,excellent,IOT,testing,Cloud Services,yes,Diaries,Technical,smart worker,no,yes,Applications Developer
+3,1,9,5,no,yes,distro making,testing,medium,medium,Software Engineering,testing,Product based,yes,Satire,Technical,hard worker,no,no,Applications Developer
+4,2,3,9,yes,yes,python,hacking,poor,medium,networks,security,Sales and Marketing,no,Travel,Management,smart worker,yes,yes,Applications Developer
+1,4,9,8,no,yes,shell programming,testing,medium,medium,cloud computing,cloud computing,Web Services,yes,Childrens,Management,hard worker,yes,no,Applications Developer
+4,2,2,8,no,no,information security,hacking,excellent,excellent,data engineering,system developer,product development,yes,Guide,Management,smart worker,yes,no,Applications Developer
+2,0,9,7,no,no,r programming,web technologies,excellent,excellent,Computer Architecture,Business process analyst,Web Services,yes,Fantasy,Management,hard worker,no,no,Applications Developer
+6,3,2,4,yes,no,full stack,data science,poor,excellent,programming,security,Sales and Marketing,no,Journals,Technical,hard worker,no,yes,Applications Developer
+8,0,1,5,yes,no,distro making,game development,poor,poor,data engineering,security,product development,no,Horror,Technical,smart worker,no,yes,Applications Developer
+6,3,8,4,no,yes,python,cloud computing,medium,excellent,cloud computing,security,Product based,no,Romance,Management,hard worker,yes,no,Applications Developer
+3,1,2,4,no,yes,r programming,system designing,medium,medium,Computer Architecture,developer,Cloud Services,yes,Guide,Technical,smart worker,no,no,Applications Developer
+9,3,6,7,no,yes,full stack,game development,excellent,medium,Computer Architecture,system developer,Service Based,no,Guide,Technical,hard worker,no,yes,Applications Developer
+1,0,1,9,yes,yes,full stack,database security,poor,poor,programming,system developer,Web Services,no,Trilogy,Technical,hard worker,yes,yes,Applications Developer
+8,1,6,8,no,no,distro making,data science,poor,excellent,Management,developer,Product based,no,Autobiographies,Technical,smart worker,no,yes,Applications Developer
+9,5,9,9,no,no,python,system designing,medium,medium,hacking,testing,SAaS services,yes,Action and Adventure,Management,smart worker,yes,no,Applications Developer
+3,5,7,6,no,no,python,testing,medium,medium,Software Engineering,Business process analyst,Web Services,no,Autobiographies,Management,smart worker,no,no,Applications Developer
+7,1,4,3,yes,yes,information security,web technologies,medium,excellent,programming,Business process analyst,product development,no,History,Management,smart worker,no,no,Applications Developer
+5,0,1,1,no,yes,app development,data science,medium,medium,Computer Architecture,cloud computing,Sales and Marketing,no,Romance,Technical,hard worker,no,yes,Applications Developer
+5,4,3,4,no,no,app development,game development,poor,medium,programming,Business process analyst,Product based,no,Horror,Management,hard worker,no,no,Applications Developer
+9,6,4,9,no,no,information security,testing,poor,poor,networks,system developer,product development,yes,Anthology,Technical,smart worker,no,no,Applications Developer
+3,3,8,8,yes,yes,shell programming,game development,excellent,medium,cloud computing,Business process analyst,product development,yes,Travel,Management,smart worker,yes,yes,Applications Developer
+5,3,9,6,no,no,full stack,database security,excellent,excellent,cloud computing,security,Product based,yes,Art,Management,hard worker,yes,yes,Applications Developer
+1,0,9,6,no,no,machine learning,system designing,poor,excellent,programming,Business process analyst,Testing and Maintainance Services,yes,Health,Technical,smart worker,yes,no,Applications Developer
+3,4,1,1,no,no,information security,cloud computing,excellent,poor,Management,system developer,product development,no,Anthology,Management,smart worker,yes,no,Applications Developer
+8,3,2,5,yes,no,shell programming,testing,poor,medium,hacking,cloud computing,Testing and Maintainance Services,no,Guide,Technical,smart worker,no,no,Applications Developer
+3,0,9,7,yes,no,distro making,data science,excellent,excellent,programming,system developer,Product based,yes,Romance,Management,hard worker,yes,no,Applications Developer
+1,2,8,1,no,yes,distro making,cloud computing,medium,poor,hacking,security,Sales and Marketing,no,Autobiographies,Technical,smart worker,yes,yes,Applications Developer
+4,0,1,1,no,yes,hadoop,web technologies,excellent,excellent,networks,system developer,Product based,no,Journals,Technical,hard worker,yes,yes,Applications Developer
+7,1,6,7,yes,no,information security,database security,medium,excellent,Computer Architecture,developer,Sales and Marketing,yes,Anthology,Technical,hard worker,no,yes,Applications Developer
+4,1,9,4,yes,no,shell programming,game development,poor,medium,data engineering,developer,SAaS services,no,Art,Management,hard worker,yes,yes,Applications Developer
+6,1,1,5,yes,no,r programming,system designing,medium,poor,IOT,testing,Finance,yes,Math,Technical,smart worker,yes,yes,Applications Developer
+2,2,4,2,no,no,shell programming,cloud computing,excellent,excellent,programming,testing,Product based,no,Science,Management,hard worker,yes,yes,Applications Developer
+1,2,7,6,no,no,full stack,database security,excellent,medium,data engineering,developer,Testing and Maintainance Services,yes,History,Management,smart worker,yes,yes,Applications Developer
+3,5,5,7,yes,yes,distro making,hacking,poor,poor,cloud computing,system developer,Web Services,yes,Guide,Management,hard worker,yes,no,Applications Developer
+9,3,2,5,no,yes,full stack,game development,medium,poor,IOT,security,Finance,no,Travel,Technical,smart worker,yes,yes,Applications Developer
+4,4,5,8,yes,yes,app development,testing,excellent,excellent,Management,security,Product based,no,Comics,Technical,hard worker,yes,no,Applications Developer
+2,0,7,1,no,no,r programming,web technologies,poor,medium,data engineering,cloud computing,BPA,yes,Guide,Management,smart worker,yes,yes,Applications Developer
+9,5,8,2,yes,no,distro making,game development,excellent,medium,parallel computing,developer,BPA,no,Drama,Technical,hard worker,yes,yes,Applications Developer
+1,0,2,9,yes,no,r programming,system designing,excellent,excellent,networks,system developer,Testing and Maintainance Services,no,Fantasy,Management,smart worker,no,yes,Applications Developer
+1,6,4,2,yes,yes,shell programming,web technologies,excellent,excellent,Computer Architecture,system developer,Cloud Services,yes,Self help,Management,hard worker,yes,yes,Applications Developer
+2,2,5,1,no,yes,distro making,web technologies,medium,medium,parallel computing,developer,Finance,no,Childrens,Technical,hard worker,yes,no,Applications Developer
+3,5,5,4,no,yes,hadoop,game development,poor,medium,Management,Business process analyst,Sales and Marketing,yes,Satire,Technical,hard worker,yes,no,Applications Developer
+2,5,2,2,no,yes,machine learning,hacking,poor,medium,Management,testing,Testing and Maintainance Services,no,Diaries,Technical,smart worker,yes,no,Applications Developer
+2,0,9,1,yes,no,r programming,testing,medium,excellent,programming,developer,SAaS services,no,Self help,Technical,hard worker,no,no,Applications Developer
+9,1,4,9,yes,no,machine learning,data science,excellent,medium,hacking,security,Web Services,yes,Dictionaries,Technical,smart worker,yes,no,Applications Developer
+2,6,2,6,yes,yes,app development,game development,excellent,medium,networks,cloud computing,Product based,yes,Action and Adventure,Management,hard worker,yes,yes,Applications Developer
+4,2,1,8,no,no,distro making,hacking,excellent,medium,networks,developer,product development,yes,Poetry,Technical,hard worker,yes,yes,Applications Developer
+3,6,4,9,no,no,distro making,database security,poor,poor,parallel computing,Business process analyst,Web Services,yes,Travel,Management,smart worker,no,no,Applications Developer
+2,0,7,6,no,yes,distro making,database security,excellent,poor,networks,testing,Web Services,no,Math,Management,hard worker,no,yes,Applications Developer
+5,5,2,9,no,no,hadoop,game development,medium,poor,Management,system developer,Cloud Services,no,Mystery,Technical,smart worker,yes,no,Applications Developer
+9,3,2,8,no,yes,app development,web technologies,excellent,excellent,Software Engineering,cloud computing,SAaS services,no,Guide,Management,hard worker,no,no,Applications Developer
+3,5,3,6,yes,no,hadoop,game development,poor,poor,IOT,testing,product development,yes,Autobiographies,Technical,hard worker,no,no,Applications Developer
+7,1,7,5,no,no,app development,game development,poor,medium,hacking,security,Finance,no,Math,Technical,smart worker,yes,no,Applications Developer
+7,5,6,9,yes,yes,app development,web technologies,poor,medium,Management,cloud computing,Testing and Maintainance Services,no,Travel,Management,smart worker,yes,yes,Applications Developer
+7,5,1,1,yes,yes,distro making,cloud computing,excellent,excellent,Software Engineering,system developer,BPA,yes,Cookbooks,Technical,smart worker,yes,no,Applications Developer
+5,6,2,9,yes,yes,app development,hacking,medium,poor,Software Engineering,testing,Product based,no,Cookbooks,Technical,smart worker,no,yes,Applications Developer
+6,5,2,2,no,no,r programming,web technologies,poor,poor,data engineering,system developer,Web Services,no,Horror,Management,hard worker,yes,yes,Applications Developer
+7,4,8,1,yes,no,distro making,testing,medium,poor,Computer Architecture,developer,product development,yes,Action and Adventure,Technical,hard worker,yes,no,Applications Developer
+6,4,8,9,no,no,distro making,web technologies,medium,medium,IOT,cloud computing,Testing and Maintainance Services,no,Autobiographies,Technical,hard worker,no,no,Applications Developer
+4,2,1,2,no,yes,r programming,database security,excellent,excellent,hacking,developer,Sales and Marketing,no,Encyclopedias,Management,hard worker,yes,yes,Applications Developer
+3,3,2,3,no,no,full stack,game development,poor,excellent,Software Engineering,cloud computing,Finance,no,Self help,Technical,smart worker,no,yes,Applications Developer
+6,6,4,3,no,no,machine learning,testing,excellent,excellent,programming,Business process analyst,Product based,no,Poetry,Technical,smart worker,no,yes,Applications Developer
+8,5,5,1,yes,no,python,system designing,medium,medium,IOT,Business process analyst,Finance,yes,Religion-Spirituality,Technical,hard worker,no,no,Applications Developer
+4,5,3,8,no,yes,hadoop,cloud computing,poor,excellent,Software Engineering,testing,Web Services,yes,Journals,Management,smart worker,yes,yes,Applications Developer
+8,0,6,8,no,yes,machine learning,data science,excellent,excellent,parallel computing,system developer,Cloud Services,yes,Science fiction,Management,smart worker,no,yes,Applications Developer
+5,2,6,4,no,no,hadoop,hacking,excellent,medium,hacking,developer,Sales and Marketing,yes,Guide,Technical,smart worker,yes,yes,Applications Developer
+7,0,4,9,no,no,app development,data science,excellent,excellent,Management,testing,SAaS services,no,Prayer books,Technical,hard worker,no,no,Applications Developer
+8,5,8,9,no,no,information security,database security,medium,poor,parallel computing,system developer,Sales and Marketing,yes,Prayer books,Management,smart worker,yes,yes,Applications Developer
+1,6,4,1,no,no,r programming,database security,poor,excellent,programming,Business process analyst,Web Services,yes,Anthology,Technical,smart worker,no,no,Applications Developer
+2,2,4,9,yes,no,distro making,web technologies,excellent,excellent,Management,system developer,Finance,no,Science,Technical,smart worker,yes,no,Applications Developer
+5,0,2,4,yes,yes,shell programming,testing,excellent,poor,networks,Business process analyst,Web Services,no,Art,Management,hard worker,no,no,Applications Developer
+1,2,2,7,yes,yes,information security,system designing,poor,medium,data engineering,cloud computing,Service Based,yes,Romance,Management,smart worker,yes,yes,Applications Developer
+9,3,7,6,no,no,r programming,cloud computing,poor,excellent,cloud computing,security,Product based,no,Drama,Management,hard worker,yes,no,Applications Developer
+9,2,9,7,yes,no,machine learning,testing,medium,poor,Computer Architecture,security,Service Based,no,Self help,Management,hard worker,yes,yes,Applications Developer
+6,0,9,3,no,yes,shell programming,game development,excellent,poor,networks,security,Product based,no,Horror,Technical,hard worker,yes,no,Applications Developer
+6,2,7,2,no,yes,information security,testing,excellent,excellent,hacking,Business process analyst,Web Services,no,History,Technical,smart worker,yes,yes,Applications Developer
+6,1,4,1,yes,yes,shell programming,database security,poor,excellent,parallel computing,Business process analyst,Service Based,yes,Self help,Management,smart worker,no,no,Applications Developer
+5,3,2,1,no,no,shell programming,cloud computing,medium,excellent,data engineering,testing,Web Services,no,Mystery,Management,hard worker,yes,yes,Applications Developer
+8,6,8,2,no,no,distro making,web technologies,medium,poor,Computer Architecture,testing,Web Services,no,Science fiction,Management,smart worker,yes,no,Applications Developer
+2,1,1,4,yes,yes,full stack,database security,medium,medium,networks,system developer,Finance,no,Series,Technical,smart worker,no,no,Applications Developer
+8,1,8,9,no,yes,hadoop,testing,excellent,excellent,networks,developer,product development,yes,Autobiographies,Management,hard worker,no,yes,Applications Developer
+4,2,4,3,no,yes,hadoop,cloud computing,excellent,poor,cloud computing,testing,Service Based,no,Self help,Technical,smart worker,yes,no,Applications Developer
+9,1,3,3,no,no,machine learning,hacking,medium,medium,IOT,security,product development,no,Self help,Technical,smart worker,no,yes,Applications Developer
+8,6,4,4,no,no,information security,database security,excellent,medium,parallel computing,testing,BPA,yes,Fantasy,Technical,hard worker,no,yes,Applications Developer
+1,5,9,6,yes,yes,full stack,hacking,medium,excellent,IOT,security,Service Based,yes,Travel,Technical,smart worker,no,no,Applications Developer
+4,5,2,1,no,no,machine learning,database security,medium,excellent,networks,system developer,Web Services,yes,Prayer books,Management,smart worker,yes,yes,Applications Developer
+3,3,1,5,no,yes,r programming,database security,excellent,excellent,cloud computing,system developer,Web Services,yes,Series,Technical,smart worker,no,no,Applications Developer
+3,5,2,3,yes,no,hadoop,game development,poor,excellent,IOT,security,BPA,yes,Mystery,Technical,smart worker,yes,no,Applications Developer
+8,6,6,1,no,no,app development,system designing,medium,poor,IOT,cloud computing,Cloud Services,yes,Mystery,Technical,smart worker,no,yes,Applications Developer
+9,4,9,5,yes,yes,shell programming,data science,poor,poor,data engineering,Business process analyst,Web Services,yes,Series,Management,hard worker,no,yes,Applications Developer
+7,1,6,3,no,yes,hadoop,game development,medium,medium,IOT,system developer,Cloud Services,yes,Science fiction,Management,hard worker,no,no,Applications Developer
+7,5,9,7,no,yes,information security,testing,medium,poor,hacking,cloud computing,Finance,yes,Romance,Technical,hard worker,no,no,Applications Developer
+3,0,4,1,no,no,information security,testing,medium,poor,networks,security,Sales and Marketing,yes,Trilogy,Management,hard worker,no,no,Applications Developer
+7,0,6,5,no,yes,python,testing,excellent,poor,Management,cloud computing,Product based,yes,Horror,Management,smart worker,yes,no,Applications Developer
+7,4,5,1,no,no,shell programming,web technologies,medium,excellent,Management,developer,Sales and Marketing,no,Health,Management,smart worker,yes,no,Applications Developer
+2,4,9,5,no,no,information security,cloud computing,poor,excellent,Software Engineering,cloud computing,Product based,no,Horror,Technical,smart worker,yes,yes,Applications Developer
+7,4,3,2,yes,no,r programming,database security,excellent,medium,Computer Architecture,Business process analyst,Service Based,no,Drama,Technical,hard worker,yes,no,Applications Developer
+6,1,8,5,yes,no,app development,data science,poor,excellent,networks,system developer,Service Based,no,Mystery,Management,smart worker,no,yes,Applications Developer
+8,0,4,1,yes,yes,python,data science,medium,excellent,data engineering,testing,Web Services,yes,Travel,Technical,smart worker,no,yes,Applications Developer
+3,0,9,4,yes,yes,hadoop,web technologies,medium,excellent,data engineering,cloud computing,Web Services,no,Dictionaries,Technical,smart worker,yes,yes,Applications Developer
+1,6,4,2,no,yes,hadoop,system designing,medium,medium,IOT,developer,product development,no,Childrens,Technical,smart worker,no,no,Applications Developer
+6,2,2,1,yes,no,information security,database security,poor,poor,programming,security,Product based,yes,Travel,Technical,smart worker,no,no,Applications Developer
+9,4,3,4,yes,yes,information security,system designing,medium,poor,Management,developer,BPA,no,Self help,Technical,smart worker,no,no,Applications Developer
+1,1,2,3,yes,no,information security,data science,medium,excellent,programming,Business process analyst,SAaS services,no,Guide,Technical,hard worker,no,no,Applications Developer
+1,6,9,6,yes,yes,information security,web technologies,excellent,excellent,Software Engineering,cloud computing,product development,no,Fantasy,Technical,hard worker,no,yes,Applications Developer
+4,4,4,8,yes,no,information security,game development,poor,poor,networks,testing,Service Based,yes,Romance,Technical,smart worker,no,yes,Applications Developer
+3,5,7,6,yes,yes,hadoop,system designing,medium,excellent,data engineering,cloud computing,Cloud Services,yes,Cookbooks,Management,hard worker,no,yes,Applications Developer
+1,1,1,7,yes,no,information security,data science,medium,poor,cloud computing,Business process analyst,SAaS services,no,Math,Management,hard worker,no,no,Applications Developer
+2,2,8,4,no,yes,hadoop,testing,poor,poor,Software Engineering,security,product development,no,Comics,Technical,smart worker,no,no,Applications Developer
+7,3,2,9,no,yes,full stack,cloud computing,medium,poor,cloud computing,cloud computing,product development,no,Mystery,Management,hard worker,no,yes,Applications Developer
+8,1,1,3,no,no,information security,hacking,medium,poor,networks,developer,BPA,yes,Health,Technical,smart worker,yes,yes,Applications Developer
+2,5,1,4,no,yes,hadoop,system designing,excellent,poor,IOT,system developer,Service Based,yes,Satire,Technical,smart worker,no,yes,Applications Developer
+3,5,5,1,no,yes,full stack,system designing,poor,poor,data engineering,cloud computing,Sales and Marketing,no,Science,Technical,smart worker,yes,no,Applications Developer
+4,2,2,7,yes,no,r programming,hacking,excellent,medium,Computer Architecture,system developer,BPA,no,Satire,Management,hard worker,yes,no,Applications Developer
+6,6,8,3,no,yes,machine learning,cloud computing,excellent,poor,Software Engineering,Business process analyst,SAaS services,yes,Series,Technical,smart worker,yes,no,Applications Developer
+2,4,7,1,no,no,python,web technologies,medium,medium,networks,system developer,Finance,no,Biographies,Management,smart worker,yes,no,Applications Developer
+7,2,8,4,no,no,full stack,system designing,excellent,poor,networks,security,Product based,yes,Action and Adventure,Technical,hard worker,yes,no,Applications Developer
+8,3,8,1,no,yes,distro making,database security,medium,medium,programming,testing,Web Services,yes,Art,Management,hard worker,no,no,Applications Developer
+3,6,2,6,yes,no,hadoop,system designing,excellent,poor,Software Engineering,Business process analyst,Finance,no,Encyclopedias,Management,hard worker,no,yes,Applications Developer
+6,4,9,8,no,no,shell programming,web technologies,medium,excellent,IOT,system developer,Testing and Maintainance Services,yes,Satire,Management,hard worker,no,no,Applications Developer
+4,6,4,3,yes,no,hadoop,testing,poor,medium,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Anthology,Technical,smart worker,no,no,Applications Developer
+2,6,4,8,no,yes,full stack,database security,poor,medium,Computer Architecture,security,BPA,no,Cookbooks,Technical,smart worker,yes,no,Applications Developer
+1,5,1,5,no,yes,information security,web technologies,medium,poor,cloud computing,security,Finance,yes,Journals,Technical,smart worker,no,yes,Applications Developer
+9,2,2,9,no,no,full stack,database security,excellent,medium,Software Engineering,Business process analyst,product development,no,Diaries,Management,hard worker,no,yes,Applications Developer
+3,5,5,7,yes,yes,full stack,data science,excellent,medium,Management,testing,BPA,no,Biographies,Management,smart worker,yes,no,Applications Developer
+9,4,2,6,no,no,distro making,testing,medium,poor,Management,system developer,BPA,no,Drama,Technical,hard worker,no,yes,Applications Developer
+7,2,6,2,no,no,python,web technologies,excellent,medium,Management,cloud computing,product development,yes,Comics,Management,smart worker,no,yes,Applications Developer
+3,6,2,3,no,yes,distro making,database security,medium,poor,networks,developer,SAaS services,yes,Cookbooks,Management,smart worker,no,no,Applications Developer
+7,3,9,2,yes,yes,python,system designing,medium,poor,hacking,developer,Sales and Marketing,no,Horror,Management,hard worker,no,no,Applications Developer
+6,0,9,9,no,no,r programming,database security,excellent,excellent,cloud computing,Business process analyst,Cloud Services,no,Self help,Management,smart worker,yes,yes,Applications Developer
+4,5,5,7,yes,no,python,game development,excellent,excellent,data engineering,cloud computing,Service Based,no,Action and Adventure,Management,smart worker,no,yes,Applications Developer
+8,1,3,3,yes,yes,app development,hacking,medium,excellent,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Dictionaries,Technical,hard worker,no,no,Applications Developer
+6,6,3,6,yes,yes,r programming,cloud computing,medium,poor,Computer Architecture,security,product development,no,Fantasy,Management,smart worker,yes,no,Applications Developer
+4,2,3,8,yes,yes,app development,testing,poor,medium,Software Engineering,cloud computing,Product based,no,Encyclopedias,Management,hard worker,yes,no,Applications Developer
+8,5,5,1,yes,yes,app development,testing,excellent,medium,Management,cloud computing,BPA,no,Satire,Technical,smart worker,no,no,Applications Developer
+7,2,6,7,yes,yes,shell programming,cloud computing,excellent,medium,IOT,system developer,SAaS services,yes,Diaries,Technical,hard worker,yes,yes,Applications Developer
+6,4,4,2,yes,yes,full stack,web technologies,excellent,medium,parallel computing,testing,Web Services,no,Religion-Spirituality,Technical,smart worker,yes,yes,Applications Developer
+5,6,3,5,no,no,hadoop,data science,excellent,medium,networks,developer,Product based,yes,Diaries,Technical,hard worker,yes,no,Applications Developer
+5,0,7,8,yes,no,full stack,data science,medium,medium,networks,testing,Sales and Marketing,yes,Horror,Management,hard worker,no,no,Applications Developer
+4,5,8,9,no,no,app development,testing,poor,poor,Management,testing,Cloud Services,no,Self help,Management,smart worker,no,no,Applications Developer
+7,0,6,6,no,no,information security,web technologies,poor,excellent,parallel computing,Business process analyst,product development,no,Religion-Spirituality,Technical,smart worker,yes,no,Applications Developer
+2,0,5,8,yes,yes,r programming,data science,excellent,medium,Management,Business process analyst,Service Based,no,Satire,Technical,hard worker,yes,yes,Applications Developer
+1,0,5,4,yes,no,machine learning,game development,medium,excellent,programming,testing,Finance,no,Fantasy,Technical,smart worker,no,no,Applications Developer
+1,4,4,6,yes,yes,machine learning,cloud computing,medium,medium,hacking,system developer,Sales and Marketing,yes,Horror,Technical,hard worker,no,yes,Applications Developer
+5,2,3,8,no,yes,distro making,data science,poor,excellent,data engineering,testing,Service Based,yes,Science,Management,hard worker,no,yes,Applications Developer
+6,2,9,3,no,no,app development,data science,excellent,poor,parallel computing,testing,Web Services,no,Prayer books,Technical,hard worker,yes,no,Applications Developer
+3,5,4,1,yes,no,information security,web technologies,medium,medium,networks,developer,SAaS services,no,Self help,Technical,smart worker,yes,yes,Applications Developer
+9,6,5,7,yes,no,distro making,system designing,poor,poor,parallel computing,security,product development,no,Science fiction,Technical,smart worker,no,no,Applications Developer
+6,3,8,7,yes,yes,information security,testing,excellent,medium,data engineering,security,Product based,yes,Fantasy,Management,smart worker,no,yes,Applications Developer
+3,6,4,1,no,no,distro making,web technologies,excellent,medium,Management,Business process analyst,SAaS services,no,Fantasy,Technical,hard worker,yes,yes,Applications Developer
+2,5,8,5,yes,no,app development,testing,medium,poor,networks,Business process analyst,BPA,yes,Childrens,Management,hard worker,no,no,Applications Developer
+3,2,4,4,no,yes,full stack,system designing,excellent,poor,parallel computing,Business process analyst,product development,yes,Drama,Technical,smart worker,yes,no,Applications Developer
+6,2,2,5,no,yes,hadoop,hacking,poor,poor,cloud computing,testing,Sales and Marketing,yes,Travel,Technical,smart worker,no,no,Applications Developer
+2,3,3,3,no,yes,full stack,cloud computing,excellent,poor,Computer Architecture,Business process analyst,Web Services,yes,Anthology,Technical,smart worker,yes,no,Applications Developer
+9,4,4,6,yes,yes,shell programming,cloud computing,medium,medium,programming,security,Service Based,yes,Guide,Technical,hard worker,yes,yes,Applications Developer
+2,0,9,7,no,yes,full stack,game development,poor,poor,parallel computing,security,Sales and Marketing,yes,Science,Management,smart worker,yes,yes,Applications Developer
+9,3,2,2,yes,no,r programming,data science,poor,excellent,parallel computing,Business process analyst,Testing and Maintainance Services,no,Mystery,Technical,hard worker,no,yes,Applications Developer
+9,6,5,9,yes,no,python,data science,excellent,excellent,data engineering,testing,Service Based,no,Trilogy,Technical,smart worker,yes,yes,Applications Developer
+6,6,6,3,yes,no,full stack,system designing,poor,medium,cloud computing,system developer,Cloud Services,no,History,Technical,smart worker,no,no,Applications Developer
+2,2,6,3,yes,yes,machine learning,web technologies,medium,poor,programming,security,SAaS services,no,Dictionaries,Technical,hard worker,yes,yes,Applications Developer
+7,1,1,6,yes,no,hadoop,system designing,excellent,excellent,hacking,testing,product development,yes,Science fiction,Management,hard worker,no,no,Applications Developer
+9,4,5,2,no,yes,information security,database security,medium,poor,parallel computing,system developer,Finance,yes,Mystery,Technical,smart worker,no,yes,Applications Developer
+6,1,5,2,no,yes,hadoop,cloud computing,medium,excellent,Management,cloud computing,product development,no,Religion-Spirituality,Management,hard worker,no,no,Applications Developer
+1,6,5,4,no,no,app development,data science,excellent,medium,programming,cloud computing,Service Based,no,Mystery,Management,hard worker,no,yes,Applications Developer
+7,5,8,7,no,yes,python,cloud computing,poor,excellent,Management,security,Service Based,no,History,Management,hard worker,yes,no,Applications Developer
+1,3,4,9,no,yes,information security,hacking,poor,excellent,Software Engineering,system developer,Finance,yes,Art,Technical,hard worker,yes,no,Applications Developer
+3,5,1,1,no,yes,shell programming,game development,excellent,medium,programming,system developer,BPA,yes,Guide,Management,smart worker,yes,no,Applications Developer
+3,3,5,6,yes,yes,python,database security,poor,excellent,networks,cloud computing,Cloud Services,yes,Prayer books,Technical,hard worker,no,yes,Applications Developer
+6,3,3,9,yes,yes,shell programming,cloud computing,medium,poor,IOT,Business process analyst,Cloud Services,yes,Fantasy,Technical,smart worker,yes,yes,Applications Developer
+1,4,4,5,yes,yes,hadoop,web technologies,poor,excellent,IOT,system developer,Product based,yes,Travel,Management,smart worker,yes,yes,Applications Developer
+6,5,5,9,no,no,r programming,data science,medium,poor,Management,cloud computing,Cloud Services,no,Religion-Spirituality,Technical,smart worker,no,no,Applications Developer
+1,5,7,4,no,yes,distro making,game development,medium,excellent,Computer Architecture,developer,Sales and Marketing,yes,Action and Adventure,Technical,hard worker,yes,yes,Applications Developer
+5,1,9,6,yes,no,shell programming,data science,poor,poor,parallel computing,Business process analyst,product development,no,Self help,Technical,smart worker,yes,yes,Applications Developer
+2,5,1,9,yes,yes,distro making,hacking,poor,medium,networks,Business process analyst,product development,no,Horror,Management,smart worker,yes,no,Applications Developer
+2,0,4,7,yes,no,r programming,hacking,medium,excellent,cloud computing,system developer,Cloud Services,no,Anthology,Management,hard worker,no,no,Applications Developer
+5,4,9,5,no,yes,information security,game development,medium,excellent,Management,developer,BPA,no,Encyclopedias,Technical,hard worker,no,no,Applications Developer
+8,5,1,9,yes,no,information security,hacking,excellent,excellent,hacking,security,Cloud Services,no,Series,Management,smart worker,no,no,Applications Developer
+3,5,7,3,no,yes,information security,data science,medium,poor,programming,developer,Service Based,no,Fantasy,Technical,hard worker,no,yes,Applications Developer
+5,5,3,8,no,no,distro making,web technologies,medium,poor,cloud computing,Business process analyst,Service Based,yes,Horror,Management,smart worker,yes,yes,Applications Developer
+2,1,4,2,yes,yes,distro making,cloud computing,poor,excellent,hacking,cloud computing,Web Services,yes,Encyclopedias,Management,hard worker,yes,no,Applications Developer
+5,3,4,1,no,yes,python,web technologies,medium,medium,cloud computing,Business process analyst,Service Based,yes,Journals,Technical,hard worker,yes,yes,Applications Developer
+7,0,4,1,no,no,full stack,system designing,poor,poor,Software Engineering,security,product development,yes,Guide,Technical,hard worker,no,no,Applications Developer
+9,1,6,9,no,yes,app development,game development,excellent,excellent,networks,system developer,BPA,no,Drama,Technical,hard worker,yes,yes,Applications Developer
+1,3,4,7,no,no,full stack,system designing,excellent,poor,hacking,security,Web Services,no,History,Management,hard worker,yes,yes,Applications Developer
+2,6,7,2,yes,no,machine learning,data science,medium,poor,hacking,cloud computing,Product based,no,Childrens,Management,smart worker,no,no,Applications Developer
+7,3,5,1,no,yes,r programming,system designing,excellent,excellent,cloud computing,Business process analyst,Service Based,no,Science fiction,Management,hard worker,no,no,Applications Developer
+1,2,4,9,no,yes,machine learning,data science,medium,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Horror,Technical,smart worker,no,no,Applications Developer
+8,2,9,8,yes,no,shell programming,database security,medium,excellent,hacking,testing,Service Based,no,History,Technical,smart worker,yes,no,Applications Developer
+2,6,6,6,no,yes,app development,cloud computing,excellent,poor,programming,system developer,Service Based,yes,Self help,Management,hard worker,no,yes,Applications Developer
+9,0,5,2,no,no,machine learning,game development,poor,medium,IOT,security,product development,no,Childrens,Management,hard worker,yes,no,Applications Developer
+9,5,3,6,no,no,shell programming,database security,excellent,poor,cloud computing,testing,Sales and Marketing,yes,Journals,Technical,hard worker,no,no,Applications Developer
+6,2,3,8,yes,yes,full stack,web technologies,medium,poor,parallel computing,security,Testing and Maintainance Services,yes,Biographies,Management,smart worker,yes,no,Applications Developer
+3,5,3,7,yes,yes,hadoop,database security,medium,excellent,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Horror,Technical,smart worker,no,no,Applications Developer
+5,5,4,6,yes,no,python,cloud computing,excellent,excellent,hacking,cloud computing,Finance,no,Horror,Technical,smart worker,no,no,Applications Developer
+8,1,9,6,yes,yes,python,system designing,excellent,poor,Software Engineering,system developer,Cloud Services,yes,Math,Management,smart worker,yes,no,Applications Developer
+8,1,8,9,no,no,shell programming,system designing,medium,medium,programming,system developer,Sales and Marketing,no,Action and Adventure,Management,hard worker,no,yes,Applications Developer
+7,3,6,7,no,yes,hadoop,system designing,poor,excellent,Software Engineering,cloud computing,SAaS services,yes,Health,Technical,hard worker,no,no,Applications Developer
+2,2,9,5,yes,yes,machine learning,cloud computing,poor,poor,programming,system developer,BPA,no,Cookbooks,Technical,smart worker,no,no,Applications Developer
+2,2,9,4,yes,no,information security,cloud computing,excellent,poor,programming,security,SAaS services,no,Self help,Technical,smart worker,no,no,Applications Developer
+3,3,2,2,no,no,distro making,testing,medium,poor,Management,security,SAaS services,yes,Satire,Management,hard worker,no,no,Applications Developer
+7,5,7,2,no,no,machine learning,database security,medium,medium,programming,developer,Web Services,no,Action and Adventure,Technical,hard worker,no,no,Applications Developer
+1,1,2,7,no,yes,machine learning,database security,medium,poor,Software Engineering,cloud computing,Product based,no,Science fiction,Technical,smart worker,yes,no,Applications Developer
+6,0,7,9,yes,no,distro making,game development,medium,excellent,networks,testing,BPA,no,Satire,Technical,hard worker,no,yes,Applications Developer
+5,5,7,2,yes,yes,information security,web technologies,excellent,poor,IOT,testing,SAaS services,no,Art,Management,smart worker,yes,yes,Applications Developer
+7,0,6,9,yes,yes,shell programming,data science,excellent,medium,programming,testing,Web Services,yes,Horror,Management,hard worker,no,no,Applications Developer
+4,2,3,9,yes,yes,machine learning,data science,excellent,excellent,data engineering,system developer,SAaS services,yes,Self help,Technical,hard worker,yes,yes,Applications Developer
+3,1,8,5,yes,yes,r programming,game development,poor,medium,Computer Architecture,developer,Service Based,yes,Religion-Spirituality,Management,smart worker,no,no,Applications Developer
+5,3,4,2,yes,no,shell programming,system designing,poor,medium,Computer Architecture,system developer,BPA,no,Journals,Management,hard worker,yes,yes,Applications Developer
+2,2,1,1,yes,no,r programming,data science,excellent,poor,Software Engineering,system developer,Sales and Marketing,yes,Action and Adventure,Management,hard worker,yes,no,Applications Developer
+8,3,2,9,yes,no,distro making,hacking,medium,medium,Software Engineering,cloud computing,Web Services,no,Comics,Technical,hard worker,yes,yes,Applications Developer
+2,6,8,4,yes,yes,distro making,testing,excellent,excellent,hacking,cloud computing,SAaS services,yes,Anthology,Technical,hard worker,no,yes,Applications Developer
+6,5,6,4,no,yes,distro making,game development,medium,poor,Management,security,BPA,no,Religion-Spirituality,Technical,hard worker,no,no,Applications Developer
+7,4,6,1,no,yes,r programming,system designing,poor,medium,Software Engineering,developer,Product based,no,Action and Adventure,Management,smart worker,yes,no,Applications Developer
+7,2,8,1,no,yes,python,hacking,poor,poor,programming,Business process analyst,Web Services,no,Action and Adventure,Technical,hard worker,no,yes,Applications Developer
+2,4,1,3,yes,no,information security,game development,poor,poor,parallel computing,testing,product development,no,Childrens,Management,smart worker,yes,no,Applications Developer
+3,2,6,8,yes,no,full stack,hacking,medium,medium,parallel computing,security,BPA,yes,Travel,Technical,hard worker,no,no,Applications Developer
+3,4,9,3,no,no,python,testing,medium,excellent,Management,system developer,SAaS services,no,Comics,Management,smart worker,yes,no,Applications Developer
+7,3,8,2,no,yes,machine learning,web technologies,medium,poor,data engineering,testing,Cloud Services,no,Horror,Management,hard worker,no,yes,Applications Developer
+4,1,9,2,yes,yes,r programming,data science,poor,excellent,data engineering,Business process analyst,Testing and Maintainance Services,yes,Childrens,Technical,smart worker,yes,yes,Applications Developer
+6,2,1,9,no,no,python,data science,excellent,excellent,hacking,developer,Service Based,no,Autobiographies,Technical,hard worker,yes,no,Applications Developer
+9,2,2,1,yes,no,app development,system designing,excellent,excellent,networks,Business process analyst,product development,yes,History,Management,hard worker,no,no,Applications Developer
+9,4,9,1,yes,yes,python,database security,medium,poor,networks,Business process analyst,Service Based,yes,Cookbooks,Technical,hard worker,no,yes,Applications Developer
+1,2,8,8,yes,no,full stack,system designing,medium,poor,programming,Business process analyst,Cloud Services,no,Guide,Technical,hard worker,no,yes,Applications Developer
+8,6,9,1,yes,no,app development,testing,excellent,poor,Management,testing,product development,yes,Cookbooks,Technical,smart worker,no,yes,Applications Developer
+2,5,7,8,no,yes,python,web technologies,medium,medium,parallel computing,testing,Product based,yes,Poetry,Technical,hard worker,yes,no,Applications Developer
+7,6,6,7,no,no,hadoop,cloud computing,medium,medium,parallel computing,security,SAaS services,no,Anthology,Management,hard worker,yes,yes,Applications Developer
+8,3,9,3,no,yes,r programming,data science,poor,medium,cloud computing,Business process analyst,BPA,yes,Mystery,Technical,hard worker,no,no,Applications Developer
+1,5,2,3,yes,no,hadoop,database security,excellent,excellent,Computer Architecture,Business process analyst,BPA,yes,Comics,Technical,smart worker,no,yes,Applications Developer
+1,0,1,5,no,yes,shell programming,data science,excellent,medium,hacking,Business process analyst,Cloud Services,no,Series,Technical,hard worker,yes,no,Applications Developer
+1,1,9,4,yes,no,r programming,cloud computing,excellent,poor,Software Engineering,developer,Product based,yes,Horror,Management,smart worker,no,yes,Applications Developer
+4,0,3,2,no,yes,shell programming,system designing,medium,medium,networks,Business process analyst,SAaS services,no,Childrens,Management,smart worker,yes,no,Applications Developer
+5,4,5,2,yes,no,full stack,database security,medium,poor,IOT,Business process analyst,Cloud Services,no,Journals,Management,smart worker,yes,no,Applications Developer
+3,0,8,6,no,no,distro making,web technologies,poor,poor,programming,testing,Finance,yes,Guide,Technical,smart worker,yes,yes,Applications Developer
+3,4,8,1,yes,no,full stack,system designing,poor,medium,IOT,security,Product based,no,Biographies,Technical,hard worker,yes,yes,Applications Developer
+1,6,4,9,yes,yes,app development,game development,excellent,excellent,programming,developer,Service Based,no,Fantasy,Technical,smart worker,yes,no,Applications Developer
+6,2,2,7,no,no,machine learning,database security,poor,medium,cloud computing,cloud computing,Finance,no,Encyclopedias,Technical,smart worker,yes,no,Applications Developer
+3,6,8,1,no,no,hadoop,data science,poor,medium,Software Engineering,testing,BPA,no,Anthology,Technical,hard worker,yes,no,Applications Developer
+7,2,2,1,no,no,r programming,database security,poor,excellent,Management,developer,Cloud Services,yes,Autobiographies,Technical,smart worker,no,no,Applications Developer
+5,3,6,4,yes,no,shell programming,testing,excellent,poor,programming,testing,Testing and Maintainance Services,no,Health,Management,smart worker,no,no,Applications Developer
+4,5,2,2,yes,no,machine learning,game development,excellent,excellent,IOT,cloud computing,Finance,yes,Anthology,Technical,hard worker,no,yes,Applications Developer
+3,0,1,3,no,no,python,data science,medium,medium,Management,system developer,SAaS services,yes,Health,Technical,hard worker,no,yes,Applications Developer
+5,4,1,9,no,yes,machine learning,system designing,excellent,medium,Computer Architecture,security,Testing and Maintainance Services,yes,Math,Technical,smart worker,no,no,Applications Developer
+2,2,1,9,no,no,r programming,testing,excellent,poor,Management,cloud computing,product development,no,Journals,Technical,smart worker,no,no,Applications Developer
+8,0,5,9,yes,yes,app development,game development,poor,excellent,cloud computing,testing,Cloud Services,no,Religion-Spirituality,Management,smart worker,no,no,Applications Developer
+9,5,4,9,yes,yes,shell programming,game development,medium,poor,data engineering,system developer,Product based,yes,Science,Technical,hard worker,yes,no,Applications Developer
+8,6,5,3,no,no,r programming,game development,excellent,poor,Computer Architecture,cloud computing,BPA,yes,Journals,Technical,smart worker,no,no,Applications Developer
+1,2,4,3,no,no,information security,hacking,medium,excellent,networks,system developer,BPA,no,Diaries,Technical,hard worker,no,no,Applications Developer
+8,5,5,9,yes,yes,full stack,database security,medium,poor,Computer Architecture,cloud computing,Cloud Services,no,Self help,Technical,hard worker,yes,yes,Applications Developer
+4,6,9,6,no,yes,distro making,database security,medium,medium,hacking,security,Service Based,yes,Dictionaries,Technical,smart worker,yes,yes,Applications Developer
+8,1,2,5,no,yes,app development,cloud computing,excellent,poor,IOT,testing,Cloud Services,no,Biographies,Management,hard worker,no,no,Applications Developer
+8,0,4,7,no,yes,r programming,data science,medium,medium,IOT,security,Web Services,yes,Biographies,Technical,smart worker,no,no,Applications Developer
+7,3,9,1,yes,no,hadoop,system designing,poor,medium,data engineering,cloud computing,Product based,no,Self help,Management,smart worker,yes,yes,Applications Developer
+9,0,8,8,yes,no,full stack,hacking,excellent,excellent,programming,cloud computing,Sales and Marketing,no,Health,Management,smart worker,no,no,Applications Developer
+4,0,6,4,yes,yes,full stack,cloud computing,excellent,poor,Software Engineering,Business process analyst,Product based,yes,Math,Management,hard worker,yes,no,Applications Developer
+4,5,6,4,no,no,information security,database security,poor,excellent,cloud computing,Business process analyst,Sales and Marketing,yes,Religion-Spirituality,Management,smart worker,yes,yes,Applications Developer
+4,1,4,5,yes,yes,r programming,testing,medium,medium,data engineering,Business process analyst,Service Based,yes,Mystery,Management,hard worker,yes,yes,Applications Developer
+1,4,2,4,yes,no,app development,data science,excellent,poor,hacking,cloud computing,Testing and Maintainance Services,yes,History,Technical,smart worker,yes,yes,Applications Developer
+3,4,8,8,yes,yes,distro making,web technologies,excellent,poor,cloud computing,developer,product development,no,Fantasy,Technical,hard worker,no,no,Applications Developer
+8,3,5,1,yes,no,python,game development,excellent,medium,cloud computing,Business process analyst,Finance,yes,Dictionaries,Technical,smart worker,no,no,Applications Developer
+3,1,7,6,yes,yes,app development,database security,excellent,excellent,IOT,testing,Finance,yes,Comics,Management,hard worker,yes,no,Applications Developer
+9,0,5,4,no,yes,app development,data science,excellent,poor,data engineering,Business process analyst,product development,no,Religion-Spirituality,Management,hard worker,yes,no,CRM Technical Developer
+2,2,8,6,no,yes,distro making,game development,medium,poor,cloud computing,system developer,Service Based,yes,Trilogy,Technical,smart worker,yes,no,CRM Technical Developer
+5,1,6,9,yes,yes,python,game development,poor,excellent,Software Engineering,testing,BPA,yes,Action and Adventure,Technical,hard worker,no,yes,CRM Technical Developer
+3,5,2,8,yes,yes,hadoop,cloud computing,poor,poor,cloud computing,Business process analyst,Service Based,yes,Self help,Technical,hard worker,no,yes,CRM Technical Developer
+6,0,3,4,no,no,full stack,cloud computing,excellent,excellent,parallel computing,security,Testing and Maintainance Services,yes,Self help,Management,smart worker,no,no,CRM Technical Developer
+8,5,7,6,no,yes,full stack,web technologies,medium,excellent,Management,cloud computing,Testing and Maintainance Services,yes,Science fiction,Management,smart worker,yes,no,CRM Technical Developer
+7,0,4,3,no,no,hadoop,system designing,medium,excellent,parallel computing,developer,Service Based,no,Diaries,Management,hard worker,no,yes,CRM Technical Developer
+2,5,8,3,no,no,r programming,data science,excellent,excellent,data engineering,cloud computing,Sales and Marketing,no,Fantasy,Management,smart worker,no,yes,CRM Technical Developer
+5,5,6,4,no,yes,machine learning,system designing,excellent,medium,cloud computing,Business process analyst,SAaS services,yes,Satire,Technical,hard worker,no,yes,CRM Technical Developer
+7,5,1,4,yes,no,information security,testing,excellent,poor,parallel computing,Business process analyst,Testing and Maintainance Services,no,Diaries,Technical,smart worker,yes,yes,CRM Technical Developer
+1,0,4,3,yes,no,python,hacking,excellent,medium,parallel computing,security,BPA,no,Childrens,Technical,hard worker,no,yes,CRM Technical Developer
+4,5,9,8,no,no,app development,game development,medium,medium,Software Engineering,testing,SAaS services,yes,Guide,Technical,smart worker,no,yes,CRM Technical Developer
+6,6,8,6,yes,no,python,web technologies,excellent,medium,networks,security,BPA,no,Journals,Technical,smart worker,no,yes,CRM Technical Developer
+5,2,9,3,no,yes,r programming,database security,poor,medium,Software Engineering,cloud computing,Product based,no,Art,Technical,smart worker,yes,no,CRM Technical Developer
+7,4,1,3,yes,yes,shell programming,cloud computing,excellent,medium,networks,security,Finance,yes,Biographies,Management,hard worker,yes,no,CRM Technical Developer
+2,0,5,5,yes,yes,app development,cloud computing,excellent,poor,programming,security,Sales and Marketing,yes,Journals,Management,smart worker,yes,yes,CRM Technical Developer
+8,1,7,9,no,yes,distro making,web technologies,poor,medium,cloud computing,cloud computing,Product based,yes,Math,Management,smart worker,no,yes,CRM Technical Developer
+2,6,8,7,no,no,machine learning,data science,excellent,poor,Management,testing,Sales and Marketing,no,Autobiographies,Technical,smart worker,yes,no,CRM Technical Developer
+9,0,4,7,yes,no,hadoop,game development,medium,poor,networks,developer,BPA,yes,Prayer books,Management,hard worker,no,no,CRM Technical Developer
+3,4,4,7,no,yes,distro making,cloud computing,excellent,excellent,networks,security,Sales and Marketing,no,Series,Technical,hard worker,yes,no,CRM Technical Developer
+1,4,7,8,yes,yes,information security,database security,medium,medium,networks,system developer,product development,yes,Self help,Technical,smart worker,no,no,CRM Technical Developer
+9,5,2,9,no,no,python,cloud computing,medium,medium,data engineering,developer,BPA,no,Series,Management,smart worker,no,yes,CRM Technical Developer
+5,6,6,8,no,no,machine learning,game development,medium,poor,cloud computing,Business process analyst,SAaS services,yes,Mystery,Technical,smart worker,no,yes,CRM Technical Developer
+2,5,3,8,yes,yes,app development,system designing,excellent,medium,cloud computing,developer,Cloud Services,yes,Poetry,Management,smart worker,yes,no,CRM Technical Developer
+5,3,4,7,yes,yes,shell programming,database security,medium,excellent,networks,system developer,Web Services,yes,Anthology,Management,smart worker,no,yes,CRM Technical Developer
+7,3,5,9,no,yes,machine learning,database security,poor,medium,programming,system developer,Finance,no,Diaries,Management,hard worker,no,no,CRM Technical Developer
+1,5,3,8,no,yes,app development,cloud computing,excellent,poor,data engineering,security,Testing and Maintainance Services,yes,Science,Management,hard worker,yes,yes,CRM Technical Developer
+5,0,3,3,yes,no,shell programming,data science,poor,poor,data engineering,Business process analyst,Cloud Services,yes,Health,Management,hard worker,no,no,CRM Technical Developer
+4,6,7,7,no,yes,python,system designing,excellent,excellent,parallel computing,Business process analyst,BPA,yes,Horror,Management,smart worker,yes,no,CRM Technical Developer
+1,0,6,8,no,yes,distro making,system designing,poor,poor,programming,security,Product based,no,History,Management,hard worker,no,no,CRM Technical Developer
+5,1,3,4,no,no,app development,database security,excellent,poor,IOT,Business process analyst,Finance,no,Guide,Management,hard worker,yes,no,CRM Technical Developer
+9,5,8,1,no,yes,r programming,testing,medium,excellent,programming,cloud computing,BPA,yes,Childrens,Technical,smart worker,no,no,CRM Technical Developer
+3,1,2,6,no,no,hadoop,data science,excellent,poor,data engineering,developer,Sales and Marketing,no,Prayer books,Management,hard worker,no,no,CRM Technical Developer
+3,5,2,1,yes,no,app development,cloud computing,poor,medium,Computer Architecture,cloud computing,Cloud Services,no,Mystery,Management,hard worker,no,yes,CRM Technical Developer
+5,2,3,7,yes,yes,r programming,testing,medium,excellent,hacking,developer,Finance,no,Diaries,Management,hard worker,yes,no,CRM Technical Developer
+1,2,2,2,yes,yes,python,game development,excellent,medium,parallel computing,security,Web Services,yes,Diaries,Technical,smart worker,yes,yes,CRM Technical Developer
+1,1,4,7,no,yes,python,testing,poor,excellent,hacking,cloud computing,Sales and Marketing,yes,Encyclopedias,Management,hard worker,no,no,CRM Technical Developer
+1,0,9,9,no,no,information security,testing,medium,poor,programming,testing,Product based,yes,Comics,Management,hard worker,yes,yes,CRM Technical Developer
+5,1,6,3,no,yes,shell programming,web technologies,medium,poor,data engineering,testing,Cloud Services,no,Childrens,Technical,hard worker,yes,yes,CRM Technical Developer
+6,3,2,7,no,yes,r programming,game development,medium,poor,Software Engineering,developer,Service Based,yes,Autobiographies,Management,hard worker,no,no,CRM Technical Developer
+7,6,3,4,no,no,r programming,system designing,excellent,poor,parallel computing,developer,Service Based,yes,Romance,Management,hard worker,no,no,CRM Technical Developer
+2,1,1,3,no,yes,machine learning,system designing,medium,excellent,Computer Architecture,system developer,product development,no,Art,Management,smart worker,yes,yes,CRM Technical Developer
+7,4,6,8,yes,no,full stack,data science,poor,poor,parallel computing,developer,Cloud Services,no,Self help,Management,hard worker,no,no,CRM Technical Developer
+7,2,4,6,yes,no,r programming,data science,poor,medium,networks,developer,Testing and Maintainance Services,yes,History,Management,hard worker,no,yes,CRM Technical Developer
+7,6,5,8,yes,no,information security,data science,excellent,excellent,hacking,security,product development,yes,Fantasy,Management,hard worker,no,yes,CRM Technical Developer
+2,3,2,9,yes,yes,full stack,system designing,excellent,poor,Computer Architecture,Business process analyst,Sales and Marketing,yes,Series,Technical,smart worker,yes,yes,CRM Technical Developer
+9,2,6,8,no,no,distro making,database security,poor,poor,programming,developer,Testing and Maintainance Services,no,Dictionaries,Management,smart worker,no,yes,CRM Technical Developer
+7,2,3,3,no,yes,full stack,game development,medium,poor,Software Engineering,cloud computing,Service Based,yes,Science,Management,hard worker,no,yes,CRM Technical Developer
+9,0,3,5,no,no,machine learning,system designing,excellent,medium,parallel computing,system developer,Sales and Marketing,no,Drama,Management,smart worker,no,no,CRM Technical Developer
+4,0,5,3,no,no,r programming,system designing,excellent,medium,Computer Architecture,Business process analyst,Finance,yes,History,Management,smart worker,no,no,CRM Technical Developer
+6,6,7,7,no,yes,distro making,data science,medium,excellent,Software Engineering,testing,Service Based,no,Self help,Management,smart worker,yes,yes,CRM Technical Developer
+6,4,8,3,yes,no,machine learning,game development,poor,excellent,data engineering,testing,Testing and Maintainance Services,yes,Diaries,Management,smart worker,no,yes,CRM Technical Developer
+7,4,9,7,yes,no,hadoop,data science,excellent,poor,IOT,security,Web Services,yes,Journals,Management,hard worker,no,yes,CRM Technical Developer
+5,6,6,6,yes,no,shell programming,database security,medium,poor,Management,system developer,product development,yes,Prayer books,Technical,hard worker,yes,yes,CRM Technical Developer
+7,3,8,4,no,yes,shell programming,cloud computing,medium,poor,hacking,developer,BPA,yes,Dictionaries,Management,hard worker,yes,no,CRM Technical Developer
+3,2,4,4,no,no,distro making,cloud computing,medium,medium,hacking,testing,Sales and Marketing,yes,Trilogy,Technical,smart worker,no,no,CRM Technical Developer
+4,5,7,3,no,yes,distro making,system designing,medium,poor,data engineering,developer,Service Based,no,Action and Adventure,Technical,hard worker,yes,yes,CRM Technical Developer
+8,3,8,7,no,yes,information security,web technologies,poor,medium,IOT,system developer,Service Based,no,Math,Technical,hard worker,no,yes,CRM Technical Developer
+1,4,3,6,no,no,python,database security,excellent,excellent,Management,security,Finance,no,Autobiographies,Management,hard worker,yes,no,CRM Technical Developer
+5,6,8,1,no,no,distro making,data science,medium,excellent,Software Engineering,system developer,BPA,no,Trilogy,Technical,hard worker,no,no,CRM Technical Developer
+3,1,4,4,no,no,information security,hacking,excellent,poor,parallel computing,security,Service Based,yes,Action and Adventure,Management,smart worker,yes,no,CRM Technical Developer
+4,4,1,7,no,no,hadoop,testing,poor,medium,programming,cloud computing,Product based,no,Fantasy,Management,hard worker,yes,no,CRM Technical Developer
+1,0,2,3,no,no,distro making,testing,medium,medium,Software Engineering,system developer,Testing and Maintainance Services,no,Encyclopedias,Management,hard worker,no,yes,CRM Technical Developer
+7,1,2,5,no,yes,r programming,game development,poor,medium,Software Engineering,Business process analyst,Sales and Marketing,no,Dictionaries,Management,hard worker,yes,no,CRM Technical Developer
+4,3,2,8,no,no,r programming,hacking,medium,medium,programming,developer,Product based,no,Science fiction,Management,hard worker,yes,no,CRM Technical Developer
+3,5,1,6,yes,yes,hadoop,cloud computing,excellent,excellent,Management,security,Sales and Marketing,yes,Math,Technical,smart worker,yes,yes,CRM Technical Developer
+8,4,7,9,yes,yes,information security,data science,excellent,excellent,IOT,cloud computing,BPA,yes,Health,Management,hard worker,yes,no,CRM Technical Developer
+9,0,5,6,no,no,distro making,web technologies,medium,medium,Software Engineering,Business process analyst,Web Services,no,Childrens,Management,smart worker,yes,no,CRM Technical Developer
+7,0,9,5,no,no,hadoop,cloud computing,excellent,excellent,networks,system developer,Product based,no,Horror,Technical,hard worker,yes,no,CRM Technical Developer
+1,3,9,3,no,no,shell programming,data science,poor,medium,hacking,system developer,SAaS services,yes,Autobiographies,Management,hard worker,no,yes,CRM Technical Developer
+4,6,9,4,no,no,machine learning,game development,excellent,medium,cloud computing,system developer,Web Services,no,Journals,Technical,hard worker,yes,yes,CRM Technical Developer
+7,2,6,6,no,yes,information security,system designing,excellent,poor,Management,cloud computing,SAaS services,no,Romance,Technical,hard worker,no,yes,CRM Technical Developer
+7,6,2,1,yes,no,r programming,game development,excellent,excellent,programming,Business process analyst,Cloud Services,no,Health,Technical,smart worker,no,no,CRM Technical Developer
+7,1,6,8,no,yes,hadoop,cloud computing,excellent,medium,IOT,cloud computing,Service Based,yes,Self help,Management,hard worker,yes,yes,CRM Technical Developer
+3,1,4,2,no,no,information security,web technologies,poor,poor,data engineering,security,Finance,yes,Health,Technical,smart worker,yes,no,CRM Technical Developer
+8,4,4,8,yes,yes,r programming,database security,medium,poor,Software Engineering,Business process analyst,Sales and Marketing,no,Anthology,Technical,smart worker,no,yes,CRM Technical Developer
+5,0,5,7,no,no,app development,game development,medium,medium,Management,security,product development,yes,Self help,Technical,hard worker,yes,no,CRM Technical Developer
+5,6,8,8,no,no,distro making,game development,poor,excellent,data engineering,system developer,Service Based,no,Health,Technical,smart worker,yes,yes,CRM Technical Developer
+2,0,2,5,yes,yes,machine learning,database security,excellent,excellent,data engineering,security,BPA,no,Mystery,Technical,smart worker,yes,no,CRM Technical Developer
+5,2,4,2,yes,yes,r programming,database security,medium,medium,parallel computing,testing,Service Based,yes,Guide,Management,smart worker,yes,yes,CRM Technical Developer
+8,1,9,1,yes,yes,information security,hacking,poor,medium,parallel computing,testing,Web Services,yes,Comics,Management,smart worker,yes,yes,CRM Technical Developer
+9,1,8,9,yes,no,machine learning,testing,medium,poor,Software Engineering,Business process analyst,BPA,yes,Satire,Technical,hard worker,yes,yes,CRM Technical Developer
+1,0,3,4,yes,no,r programming,hacking,poor,medium,Software Engineering,developer,SAaS services,yes,Health,Technical,smart worker,yes,no,CRM Technical Developer
+3,2,7,8,no,yes,information security,web technologies,poor,excellent,programming,Business process analyst,Sales and Marketing,no,Diaries,Technical,hard worker,no,no,CRM Technical Developer
+7,5,7,3,no,yes,distro making,data science,excellent,excellent,data engineering,security,Finance,yes,Childrens,Management,hard worker,yes,no,CRM Technical Developer
+8,0,4,2,yes,yes,information security,web technologies,excellent,poor,Management,Business process analyst,BPA,no,Encyclopedias,Technical,smart worker,no,no,CRM Technical Developer
+6,6,4,6,yes,yes,full stack,hacking,poor,poor,Software Engineering,security,Cloud Services,no,Series,Management,hard worker,yes,no,CRM Technical Developer
+9,3,1,1,yes,no,r programming,data science,excellent,excellent,IOT,testing,Testing and Maintainance Services,yes,Dictionaries,Technical,smart worker,yes,yes,CRM Technical Developer
+5,1,5,3,no,no,python,hacking,medium,excellent,IOT,cloud computing,Service Based,no,Guide,Management,hard worker,no,no,CRM Technical Developer
+9,2,5,9,yes,yes,app development,testing,poor,medium,networks,developer,SAaS services,no,Prayer books,Technical,smart worker,yes,yes,CRM Technical Developer
+1,6,8,1,no,no,shell programming,data science,poor,excellent,data engineering,Business process analyst,Web Services,yes,Poetry,Technical,smart worker,no,no,CRM Technical Developer
+5,5,5,1,yes,yes,information security,cloud computing,medium,poor,Computer Architecture,security,product development,no,Journals,Technical,smart worker,yes,no,CRM Technical Developer
+8,0,4,8,yes,yes,distro making,web technologies,poor,excellent,data engineering,testing,Sales and Marketing,yes,Horror,Management,smart worker,yes,yes,CRM Technical Developer
+8,6,2,4,yes,no,python,testing,medium,medium,Computer Architecture,security,Product based,yes,Romance,Technical,hard worker,yes,yes,CRM Technical Developer
+7,6,3,7,no,yes,full stack,hacking,poor,excellent,Computer Architecture,developer,Web Services,no,Religion-Spirituality,Technical,smart worker,no,no,CRM Technical Developer
+1,3,1,1,no,no,distro making,hacking,medium,medium,data engineering,cloud computing,Product based,no,Comics,Technical,smart worker,no,no,CRM Technical Developer
+2,6,1,4,no,no,python,hacking,poor,poor,programming,Business process analyst,Product based,yes,Guide,Management,hard worker,yes,no,CRM Technical Developer
+5,3,1,4,no,yes,information security,cloud computing,poor,excellent,Software Engineering,Business process analyst,SAaS services,no,Biographies,Technical,smart worker,no,no,CRM Technical Developer
+6,1,5,7,no,yes,shell programming,database security,excellent,medium,programming,cloud computing,product development,no,Prayer books,Technical,smart worker,yes,no,CRM Technical Developer
+1,6,1,3,no,yes,shell programming,cloud computing,medium,poor,Computer Architecture,system developer,SAaS services,no,Guide,Management,hard worker,yes,yes,CRM Technical Developer
+9,5,8,8,no,no,shell programming,web technologies,excellent,medium,cloud computing,system developer,Service Based,yes,Childrens,Management,hard worker,no,no,CRM Technical Developer
+6,5,1,2,yes,yes,r programming,data science,medium,excellent,cloud computing,cloud computing,Finance,yes,Anthology,Management,smart worker,no,yes,CRM Technical Developer
+1,3,8,2,yes,no,r programming,web technologies,excellent,medium,cloud computing,developer,Testing and Maintainance Services,yes,Mystery,Technical,smart worker,yes,yes,CRM Technical Developer
+7,5,8,8,no,yes,hadoop,game development,excellent,medium,hacking,system developer,product development,yes,Cookbooks,Technical,hard worker,no,no,CRM Technical Developer
+2,5,6,9,yes,no,shell programming,web technologies,poor,medium,networks,Business process analyst,Testing and Maintainance Services,yes,Horror,Technical,hard worker,no,yes,CRM Technical Developer
+8,0,5,8,yes,yes,r programming,cloud computing,excellent,poor,Management,developer,Finance,yes,Trilogy,Technical,hard worker,yes,yes,CRM Technical Developer
+4,2,8,5,no,no,python,cloud computing,excellent,excellent,programming,testing,Web Services,no,Encyclopedias,Management,smart worker,yes,no,CRM Technical Developer
+3,5,8,6,yes,yes,python,web technologies,poor,medium,Computer Architecture,security,Product based,yes,Journals,Management,hard worker,no,yes,CRM Technical Developer
+8,1,7,1,no,no,shell programming,game development,medium,medium,networks,system developer,Service Based,no,Prayer books,Technical,smart worker,yes,yes,CRM Technical Developer
+4,6,1,2,yes,no,machine learning,system designing,medium,excellent,Management,Business process analyst,SAaS services,yes,Mystery,Management,smart worker,no,yes,CRM Technical Developer
+1,2,3,9,no,no,full stack,web technologies,medium,medium,cloud computing,security,Service Based,no,Self help,Management,hard worker,yes,yes,CRM Technical Developer
+4,3,1,3,no,no,r programming,data science,excellent,medium,networks,developer,product development,no,Science fiction,Management,hard worker,no,no,CRM Technical Developer
+9,5,1,4,yes,no,hadoop,testing,medium,excellent,programming,system developer,Cloud Services,yes,Biographies,Management,hard worker,yes,no,CRM Technical Developer
+4,3,1,9,yes,yes,python,database security,poor,poor,networks,cloud computing,product development,yes,Childrens,Management,smart worker,yes,yes,CRM Technical Developer
+8,2,2,4,yes,no,machine learning,testing,medium,medium,parallel computing,security,SAaS services,yes,Trilogy,Technical,hard worker,yes,yes,CRM Technical Developer
+7,3,1,2,no,yes,information security,cloud computing,medium,poor,hacking,testing,Cloud Services,yes,Action and Adventure,Technical,hard worker,no,no,CRM Technical Developer
+8,4,8,2,no,no,distro making,web technologies,medium,excellent,Software Engineering,cloud computing,BPA,yes,Drama,Management,hard worker,yes,yes,CRM Technical Developer
+4,0,1,2,yes,no,machine learning,system designing,excellent,medium,parallel computing,system developer,product development,no,Health,Management,smart worker,yes,yes,CRM Technical Developer
+7,6,5,1,no,yes,information security,data science,medium,excellent,parallel computing,system developer,Product based,yes,Science fiction,Technical,hard worker,no,yes,CRM Technical Developer
+8,4,8,2,no,no,shell programming,data science,excellent,poor,IOT,Business process analyst,Testing and Maintainance Services,no,Art,Management,smart worker,no,yes,CRM Technical Developer
+3,3,6,1,yes,yes,app development,web technologies,excellent,poor,programming,developer,BPA,yes,Self help,Technical,hard worker,no,yes,CRM Technical Developer
+5,2,8,9,yes,no,r programming,data science,medium,excellent,Management,testing,Cloud Services,no,Health,Management,smart worker,yes,yes,CRM Technical Developer
+6,2,6,6,no,yes,information security,testing,medium,medium,networks,testing,Finance,no,Self help,Management,hard worker,yes,yes,CRM Technical Developer
+9,3,3,8,no,yes,shell programming,database security,medium,poor,IOT,developer,Finance,no,Drama,Technical,hard worker,yes,no,CRM Technical Developer
+5,3,6,9,yes,no,r programming,cloud computing,medium,medium,IOT,cloud computing,Service Based,yes,Fantasy,Technical,hard worker,yes,no,CRM Technical Developer
+9,4,7,4,no,yes,information security,hacking,excellent,poor,Computer Architecture,security,Finance,no,Diaries,Management,smart worker,yes,yes,CRM Technical Developer
+6,4,9,2,no,yes,machine learning,testing,excellent,medium,Software Engineering,security,Cloud Services,no,Health,Management,smart worker,yes,yes,CRM Technical Developer
+5,6,6,8,no,no,machine learning,data science,excellent,excellent,IOT,developer,BPA,yes,Religion-Spirituality,Technical,hard worker,no,no,CRM Technical Developer
+2,2,7,2,yes,yes,hadoop,system designing,poor,excellent,IOT,developer,Service Based,yes,Religion-Spirituality,Technical,hard worker,yes,yes,CRM Technical Developer
+7,0,9,1,yes,no,information security,hacking,excellent,medium,IOT,Business process analyst,product development,no,Encyclopedias,Technical,smart worker,no,yes,CRM Technical Developer
+2,3,7,8,no,yes,full stack,data science,medium,excellent,data engineering,Business process analyst,BPA,yes,Cookbooks,Management,smart worker,no,no,CRM Technical Developer
+6,5,4,5,no,no,shell programming,cloud computing,excellent,excellent,IOT,developer,Product based,no,Satire,Technical,hard worker,yes,no,CRM Technical Developer
+9,3,7,5,yes,yes,app development,hacking,excellent,poor,cloud computing,system developer,Sales and Marketing,no,Action and Adventure,Management,smart worker,no,yes,CRM Technical Developer
+9,1,5,9,yes,no,app development,data science,excellent,medium,Software Engineering,cloud computing,SAaS services,yes,Science fiction,Management,hard worker,no,yes,CRM Technical Developer
+3,0,4,7,no,no,information security,game development,medium,excellent,programming,developer,Cloud Services,no,Travel,Technical,hard worker,yes,no,CRM Technical Developer
+8,0,7,8,no,yes,machine learning,testing,poor,medium,Computer Architecture,system developer,Service Based,yes,Anthology,Technical,hard worker,yes,yes,CRM Technical Developer
+4,0,4,6,yes,no,distro making,data science,excellent,medium,hacking,testing,Testing and Maintainance Services,yes,Travel,Technical,hard worker,yes,yes,CRM Technical Developer
+3,1,2,7,yes,no,shell programming,data science,medium,poor,cloud computing,cloud computing,SAaS services,no,Cookbooks,Management,hard worker,yes,no,CRM Technical Developer
+3,4,4,4,yes,no,full stack,cloud computing,medium,poor,hacking,developer,Finance,yes,Satire,Technical,smart worker,yes,yes,CRM Technical Developer
+5,3,4,2,no,yes,machine learning,web technologies,poor,medium,data engineering,system developer,Sales and Marketing,yes,History,Technical,hard worker,no,yes,CRM Technical Developer
+3,2,6,3,no,yes,python,game development,medium,excellent,hacking,cloud computing,product development,yes,Math,Management,hard worker,no,yes,CRM Technical Developer
+7,5,1,1,yes,yes,information security,game development,excellent,excellent,cloud computing,system developer,Testing and Maintainance Services,no,Childrens,Management,hard worker,yes,no,CRM Technical Developer
+9,0,5,2,no,no,full stack,hacking,excellent,poor,hacking,developer,Testing and Maintainance Services,yes,Trilogy,Management,smart worker,yes,no,CRM Technical Developer
+7,6,2,1,yes,yes,machine learning,hacking,excellent,poor,data engineering,system developer,BPA,yes,Health,Technical,smart worker,yes,yes,CRM Technical Developer
+1,4,9,2,yes,yes,python,hacking,poor,excellent,IOT,Business process analyst,Web Services,yes,Science fiction,Management,hard worker,yes,yes,CRM Technical Developer
+2,6,9,3,no,yes,app development,data science,medium,medium,cloud computing,developer,Service Based,yes,History,Management,hard worker,yes,yes,CRM Technical Developer
+6,6,8,6,yes,no,python,game development,poor,medium,Management,testing,Cloud Services,no,Cookbooks,Technical,smart worker,yes,yes,CRM Technical Developer
+5,4,6,4,no,no,python,system designing,excellent,excellent,IOT,security,Finance,no,Trilogy,Technical,smart worker,yes,no,CRM Technical Developer
+3,3,8,2,no,yes,information security,web technologies,poor,poor,Software Engineering,developer,BPA,no,Science fiction,Technical,hard worker,no,yes,CRM Technical Developer
+7,4,6,1,yes,yes,python,hacking,poor,poor,Software Engineering,cloud computing,Product based,no,Journals,Technical,smart worker,yes,no,CRM Technical Developer
+9,0,7,7,yes,yes,hadoop,system designing,poor,poor,programming,cloud computing,Service Based,no,Guide,Technical,hard worker,yes,no,CRM Technical Developer
+3,1,4,4,yes,no,distro making,web technologies,poor,poor,Computer Architecture,system developer,product development,yes,Autobiographies,Technical,hard worker,yes,yes,CRM Technical Developer
+7,5,4,2,yes,no,machine learning,web technologies,poor,poor,programming,developer,product development,yes,Satire,Management,hard worker,no,yes,CRM Technical Developer
+6,4,8,9,no,yes,machine learning,game development,excellent,medium,hacking,cloud computing,Sales and Marketing,no,Science fiction,Technical,smart worker,yes,yes,CRM Technical Developer
+9,1,7,2,yes,yes,hadoop,data science,poor,excellent,programming,security,BPA,no,Mystery,Technical,hard worker,yes,no,CRM Technical Developer
+3,5,6,8,no,no,full stack,game development,medium,poor,hacking,Business process analyst,SAaS services,yes,Prayer books,Management,hard worker,yes,no,CRM Technical Developer
+6,5,6,7,yes,yes,r programming,data science,excellent,poor,IOT,system developer,BPA,yes,Mystery,Technical,hard worker,no,yes,CRM Technical Developer
+2,5,7,6,no,yes,r programming,cloud computing,medium,excellent,networks,Business process analyst,Testing and Maintainance Services,no,Encyclopedias,Technical,hard worker,yes,yes,CRM Technical Developer
+5,2,1,4,no,no,hadoop,web technologies,poor,medium,networks,cloud computing,BPA,yes,Diaries,Technical,hard worker,no,no,CRM Technical Developer
+9,0,5,2,no,yes,app development,database security,medium,medium,programming,cloud computing,Product based,yes,Self help,Technical,hard worker,no,no,CRM Technical Developer
+5,1,4,1,no,yes,machine learning,game development,poor,medium,programming,security,Finance,yes,Self help,Technical,hard worker,yes,yes,CRM Technical Developer
+3,6,1,1,no,yes,shell programming,game development,excellent,medium,Management,testing,Finance,no,Journals,Technical,hard worker,no,no,CRM Technical Developer
+4,6,2,4,no,yes,app development,system designing,medium,medium,cloud computing,cloud computing,Product based,yes,Cookbooks,Management,smart worker,no,yes,CRM Technical Developer
+4,5,7,7,yes,yes,r programming,data science,medium,excellent,IOT,cloud computing,Sales and Marketing,no,Science fiction,Management,smart worker,yes,yes,CRM Technical Developer
+7,6,6,6,no,no,shell programming,web technologies,excellent,excellent,cloud computing,Business process analyst,Sales and Marketing,no,Drama,Technical,smart worker,no,yes,CRM Technical Developer
+8,5,6,9,no,yes,full stack,hacking,medium,poor,parallel computing,cloud computing,product development,no,Childrens,Management,hard worker,yes,yes,CRM Technical Developer
+4,0,4,8,yes,no,python,game development,medium,poor,Management,developer,Sales and Marketing,no,Math,Technical,hard worker,no,yes,CRM Technical Developer
+7,6,4,4,yes,yes,machine learning,system designing,poor,poor,networks,system developer,Finance,yes,Self help,Management,hard worker,yes,no,CRM Technical Developer
+3,4,4,1,yes,yes,hadoop,testing,poor,medium,hacking,testing,product development,yes,Art,Management,hard worker,no,no,CRM Technical Developer
+5,3,6,3,yes,no,machine learning,database security,excellent,poor,data engineering,developer,Cloud Services,no,Prayer books,Management,hard worker,yes,yes,CRM Technical Developer
+2,3,7,3,no,no,machine learning,hacking,excellent,excellent,hacking,Business process analyst,SAaS services,yes,Journals,Management,hard worker,no,no,CRM Technical Developer
+1,3,3,7,no,no,app development,testing,medium,poor,cloud computing,security,Sales and Marketing,yes,Self help,Management,smart worker,yes,yes,CRM Technical Developer
+8,3,5,9,yes,yes,machine learning,database security,excellent,poor,cloud computing,system developer,Cloud Services,yes,Series,Technical,smart worker,yes,yes,CRM Technical Developer
+9,1,1,5,no,no,r programming,cloud computing,medium,medium,networks,testing,BPA,yes,Encyclopedias,Technical,smart worker,no,no,CRM Technical Developer
+8,3,2,2,yes,yes,distro making,data science,excellent,medium,hacking,security,Sales and Marketing,no,Self help,Technical,smart worker,no,no,CRM Technical Developer
+5,1,4,7,yes,yes,machine learning,web technologies,excellent,medium,IOT,testing,Service Based,yes,Health,Technical,smart worker,yes,no,CRM Technical Developer
+8,2,5,4,yes,no,hadoop,game development,excellent,poor,hacking,developer,Cloud Services,no,Drama,Management,smart worker,no,no,CRM Technical Developer
+8,0,9,4,yes,yes,shell programming,testing,poor,excellent,parallel computing,developer,Sales and Marketing,yes,Fantasy,Technical,smart worker,no,yes,CRM Technical Developer
+3,1,6,5,yes,no,shell programming,hacking,poor,medium,hacking,system developer,Cloud Services,no,Science,Management,hard worker,no,no,CRM Technical Developer
+5,3,9,4,no,no,python,hacking,excellent,poor,parallel computing,Business process analyst,BPA,no,Diaries,Technical,hard worker,no,yes,CRM Technical Developer
+2,6,1,3,no,yes,full stack,game development,medium,medium,parallel computing,cloud computing,SAaS services,yes,Romance,Management,hard worker,yes,yes,CRM Technical Developer
+4,3,3,1,yes,yes,shell programming,web technologies,excellent,medium,data engineering,security,Testing and Maintainance Services,yes,Guide,Management,smart worker,yes,yes,CRM Technical Developer
+6,4,8,3,no,no,full stack,hacking,medium,poor,hacking,system developer,Sales and Marketing,yes,Health,Technical,hard worker,yes,no,CRM Technical Developer
+9,5,4,1,yes,yes,app development,system designing,poor,excellent,networks,cloud computing,SAaS services,yes,Diaries,Technical,hard worker,no,yes,CRM Technical Developer
+9,3,9,1,yes,yes,shell programming,system designing,poor,medium,programming,system developer,Finance,yes,Guide,Technical,smart worker,yes,yes,CRM Technical Developer
+7,4,6,4,yes,no,machine learning,database security,poor,poor,Computer Architecture,Business process analyst,Service Based,no,Drama,Technical,hard worker,no,yes,CRM Technical Developer
+9,2,9,5,yes,no,distro making,system designing,poor,excellent,Software Engineering,developer,Web Services,no,Health,Technical,smart worker,yes,yes,CRM Technical Developer
+9,1,3,3,no,yes,full stack,game development,excellent,medium,Management,system developer,product development,no,Encyclopedias,Management,smart worker,yes,no,CRM Technical Developer
+8,4,6,8,no,yes,information security,game development,poor,poor,networks,testing,Service Based,yes,Diaries,Management,smart worker,yes,no,CRM Technical Developer
+6,3,3,1,no,yes,information security,testing,excellent,medium,data engineering,cloud computing,SAaS services,no,Biographies,Technical,smart worker,yes,no,CRM Technical Developer
+8,2,4,5,yes,yes,shell programming,cloud computing,medium,poor,data engineering,security,product development,no,Autobiographies,Technical,hard worker,yes,no,CRM Technical Developer
+6,4,3,1,yes,no,python,hacking,poor,excellent,Software Engineering,system developer,Sales and Marketing,no,Religion-Spirituality,Technical,hard worker,no,yes,CRM Technical Developer
+1,5,5,3,yes,yes,r programming,hacking,poor,poor,data engineering,security,Testing and Maintainance Services,yes,Self help,Technical,hard worker,yes,no,CRM Technical Developer
+2,5,5,8,yes,no,shell programming,database security,poor,medium,networks,cloud computing,Product based,yes,Action and Adventure,Management,smart worker,no,yes,CRM Technical Developer
+6,0,9,8,no,yes,information security,game development,medium,poor,networks,cloud computing,Web Services,yes,Science fiction,Technical,smart worker,no,no,CRM Technical Developer
+6,1,9,6,no,yes,full stack,database security,poor,excellent,Management,developer,Cloud Services,yes,Comics,Management,smart worker,yes,yes,CRM Technical Developer
+6,6,9,4,no,no,information security,testing,excellent,excellent,data engineering,system developer,Web Services,yes,Journals,Technical,smart worker,yes,no,CRM Technical Developer
+4,1,6,2,yes,no,hadoop,hacking,excellent,medium,IOT,Business process analyst,Web Services,yes,Anthology,Management,hard worker,yes,no,CRM Technical Developer
+3,6,5,2,no,no,information security,game development,excellent,poor,data engineering,developer,BPA,no,Cookbooks,Technical,hard worker,yes,yes,CRM Technical Developer
+1,2,2,7,no,yes,distro making,data science,excellent,poor,Computer Architecture,security,Web Services,no,Art,Management,hard worker,yes,yes,CRM Technical Developer
+6,3,5,8,no,no,r programming,database security,poor,poor,Computer Architecture,Business process analyst,Cloud Services,yes,Comics,Management,hard worker,yes,no,CRM Technical Developer
+5,1,8,4,yes,yes,app development,database security,poor,medium,Computer Architecture,testing,Product based,no,Prayer books,Technical,smart worker,no,no,CRM Technical Developer
+4,0,1,5,no,yes,machine learning,data science,poor,poor,cloud computing,Business process analyst,product development,no,Childrens,Technical,hard worker,yes,no,CRM Technical Developer
+2,5,2,9,no,yes,hadoop,system designing,medium,excellent,Software Engineering,testing,Finance,yes,Self help,Management,smart worker,yes,yes,CRM Technical Developer
+2,6,4,2,no,no,information security,database security,medium,medium,data engineering,Business process analyst,product development,yes,Health,Management,smart worker,no,yes,CRM Technical Developer
+7,0,7,5,yes,yes,shell programming,web technologies,poor,excellent,Management,system developer,Product based,no,Horror,Management,smart worker,no,yes,CRM Technical Developer
+2,2,3,7,yes,yes,r programming,data science,medium,poor,IOT,cloud computing,Testing and Maintainance Services,yes,Biographies,Management,smart worker,yes,no,CRM Technical Developer
+5,6,2,4,yes,no,hadoop,data science,poor,poor,programming,Business process analyst,Cloud Services,no,Action and Adventure,Management,smart worker,yes,no,CRM Technical Developer
+1,3,8,1,yes,no,app development,system designing,poor,poor,data engineering,Business process analyst,SAaS services,no,Math,Technical,hard worker,no,no,CRM Technical Developer
+5,5,6,9,no,no,r programming,testing,excellent,poor,Computer Architecture,security,Testing and Maintainance Services,no,Math,Technical,smart worker,yes,no,CRM Technical Developer
+7,6,7,7,yes,yes,app development,system designing,excellent,medium,Software Engineering,Business process analyst,Product based,yes,Autobiographies,Management,hard worker,no,yes,CRM Technical Developer
+2,4,4,1,yes,yes,distro making,web technologies,excellent,poor,Software Engineering,security,BPA,yes,Poetry,Management,smart worker,yes,no,CRM Technical Developer
+1,3,6,2,no,yes,machine learning,system designing,poor,medium,hacking,security,Product based,no,Fantasy,Management,hard worker,yes,no,CRM Technical Developer
+6,0,9,4,yes,no,full stack,web technologies,medium,excellent,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Drama,Management,smart worker,no,yes,CRM Technical Developer
+9,3,9,7,yes,yes,information security,hacking,excellent,excellent,parallel computing,Business process analyst,Web Services,yes,Satire,Management,hard worker,no,yes,CRM Technical Developer
+1,2,2,6,yes,no,shell programming,web technologies,poor,excellent,networks,system developer,Service Based,yes,Autobiographies,Management,smart worker,no,no,CRM Technical Developer
+6,0,5,7,no,no,app development,system designing,poor,medium,Management,testing,BPA,no,Guide,Technical,smart worker,yes,yes,CRM Technical Developer
+5,6,6,3,yes,no,machine learning,testing,poor,medium,Software Engineering,cloud computing,SAaS services,no,Autobiographies,Technical,hard worker,no,yes,CRM Technical Developer
+3,0,9,5,yes,no,app development,system designing,medium,excellent,Software Engineering,developer,SAaS services,yes,Biographies,Technical,hard worker,yes,no,CRM Technical Developer
+7,4,9,3,no,no,hadoop,game development,medium,poor,hacking,Business process analyst,Testing and Maintainance Services,no,Trilogy,Management,hard worker,no,no,CRM Technical Developer
+2,3,5,7,no,no,distro making,hacking,poor,excellent,networks,Business process analyst,Sales and Marketing,yes,Trilogy,Technical,hard worker,yes,no,CRM Technical Developer
+9,5,7,1,yes,no,information security,testing,poor,excellent,parallel computing,developer,Cloud Services,yes,Guide,Management,smart worker,no,yes,CRM Technical Developer
+5,4,6,1,yes,yes,distro making,data science,excellent,poor,networks,developer,product development,yes,Art,Management,smart worker,yes,yes,CRM Technical Developer
+9,2,3,6,yes,no,full stack,game development,medium,excellent,IOT,system developer,Testing and Maintainance Services,yes,Horror,Technical,smart worker,yes,yes,CRM Technical Developer
+5,3,4,7,yes,yes,python,database security,medium,poor,networks,developer,SAaS services,no,Romance,Technical,hard worker,yes,no,CRM Technical Developer
+8,0,5,3,yes,yes,information security,system designing,poor,poor,parallel computing,cloud computing,product development,yes,Art,Management,smart worker,no,no,CRM Technical Developer
+1,5,9,4,yes,no,app development,hacking,poor,poor,networks,security,SAaS services,yes,Satire,Technical,smart worker,yes,no,CRM Technical Developer
+6,3,7,5,yes,no,full stack,database security,medium,excellent,programming,developer,Sales and Marketing,no,Self help,Technical,hard worker,yes,no,CRM Technical Developer
+9,2,5,8,yes,yes,r programming,system designing,poor,medium,networks,Business process analyst,Cloud Services,yes,Science,Technical,smart worker,yes,no,CRM Technical Developer
+7,6,8,1,yes,yes,r programming,hacking,poor,excellent,Software Engineering,security,Testing and Maintainance Services,yes,History,Management,smart worker,no,no,CRM Technical Developer
+8,3,2,3,no,no,hadoop,game development,poor,poor,Software Engineering,cloud computing,Web Services,no,Fantasy,Technical,smart worker,no,no,CRM Technical Developer
+1,6,4,5,yes,yes,python,database security,poor,poor,Management,developer,Cloud Services,no,Dictionaries,Technical,smart worker,no,no,CRM Technical Developer
+8,2,5,6,yes,no,python,data science,poor,poor,Management,system developer,Service Based,no,Satire,Management,smart worker,yes,yes,CRM Technical Developer
+8,6,6,6,no,yes,app development,data science,poor,excellent,programming,cloud computing,Sales and Marketing,no,Trilogy,Technical,smart worker,yes,no,CRM Technical Developer
+9,1,7,2,yes,no,full stack,cloud computing,poor,excellent,Software Engineering,cloud computing,Sales and Marketing,no,Dictionaries,Management,smart worker,yes,yes,CRM Technical Developer
+7,2,1,5,yes,no,information security,cloud computing,poor,excellent,Computer Architecture,Business process analyst,BPA,no,Horror,Technical,smart worker,yes,no,CRM Technical Developer
+3,1,4,6,yes,yes,machine learning,hacking,medium,excellent,networks,cloud computing,BPA,no,Satire,Management,smart worker,no,no,CRM Technical Developer
+4,6,8,8,no,yes,full stack,system designing,medium,poor,Computer Architecture,security,Web Services,yes,Anthology,Technical,smart worker,yes,yes,CRM Technical Developer
+5,1,3,5,no,yes,app development,data science,excellent,medium,networks,testing,Service Based,yes,Poetry,Management,hard worker,no,no,CRM Technical Developer
+4,6,7,5,yes,yes,python,testing,medium,excellent,programming,testing,product development,no,Health,Management,smart worker,yes,no,CRM Technical Developer
+5,2,9,7,yes,yes,full stack,system designing,excellent,poor,Computer Architecture,cloud computing,Product based,yes,Math,Technical,smart worker,yes,yes,CRM Technical Developer
+8,5,2,4,yes,yes,hadoop,cloud computing,medium,poor,IOT,testing,Web Services,no,Journals,Management,smart worker,yes,yes,CRM Technical Developer
+2,3,5,7,yes,no,hadoop,database security,poor,medium,programming,Business process analyst,Web Services,yes,Art,Technical,smart worker,yes,yes,CRM Technical Developer
+2,6,9,6,no,no,r programming,data science,excellent,medium,networks,developer,BPA,no,Romance,Management,hard worker,yes,no,CRM Technical Developer
+8,2,8,9,no,no,distro making,system designing,medium,medium,IOT,Business process analyst,Service Based,no,Health,Management,smart worker,no,no,CRM Technical Developer
+6,3,5,7,no,yes,python,database security,excellent,medium,IOT,testing,SAaS services,no,Biographies,Management,smart worker,no,yes,CRM Technical Developer
+5,5,5,3,yes,no,full stack,game development,poor,medium,cloud computing,testing,Product based,no,Action and Adventure,Technical,hard worker,yes,yes,CRM Technical Developer
+9,0,1,3,no,yes,shell programming,hacking,medium,excellent,networks,developer,Finance,yes,Series,Management,hard worker,yes,yes,CRM Technical Developer
+5,5,5,8,yes,yes,full stack,testing,excellent,excellent,Management,developer,Testing and Maintainance Services,no,Horror,Technical,hard worker,yes,yes,CRM Technical Developer
+6,3,1,2,yes,yes,information security,system designing,medium,excellent,cloud computing,testing,Cloud Services,yes,Health,Technical,smart worker,no,yes,CRM Technical Developer
+9,1,7,2,yes,no,hadoop,web technologies,medium,excellent,data engineering,cloud computing,product development,yes,Guide,Technical,smart worker,yes,yes,CRM Technical Developer
+7,0,9,3,no,yes,shell programming,database security,medium,poor,IOT,cloud computing,Web Services,no,Prayer books,Technical,smart worker,no,yes,CRM Technical Developer
+9,5,4,8,no,no,full stack,cloud computing,poor,excellent,Software Engineering,testing,Cloud Services,no,Religion-Spirituality,Technical,smart worker,no,yes,CRM Technical Developer
+9,6,8,8,no,no,r programming,system designing,poor,medium,Computer Architecture,cloud computing,Sales and Marketing,yes,Art,Management,smart worker,no,no,CRM Technical Developer
+3,2,2,4,yes,yes,full stack,web technologies,medium,medium,Software Engineering,testing,Finance,no,Self help,Technical,hard worker,no,no,CRM Technical Developer
+1,4,6,4,no,no,python,data science,medium,poor,data engineering,cloud computing,Finance,yes,Childrens,Technical,hard worker,no,no,CRM Technical Developer
+1,2,8,7,no,yes,shell programming,testing,excellent,medium,cloud computing,Business process analyst,Product based,yes,Self help,Technical,smart worker,yes,yes,CRM Technical Developer
+1,2,3,2,yes,no,app development,hacking,excellent,poor,cloud computing,cloud computing,Service Based,no,Biographies,Management,hard worker,yes,yes,CRM Technical Developer
+3,6,6,9,yes,no,r programming,web technologies,medium,excellent,cloud computing,cloud computing,Product based,no,Science,Technical,hard worker,yes,yes,CRM Technical Developer
+9,4,2,8,no,yes,app development,data science,medium,excellent,programming,cloud computing,Web Services,yes,Satire,Management,smart worker,no,yes,CRM Technical Developer
+8,0,8,3,yes,no,shell programming,cloud computing,poor,medium,Management,cloud computing,BPA,no,Journals,Technical,smart worker,yes,yes,CRM Technical Developer
+5,5,1,6,no,no,full stack,system designing,excellent,excellent,IOT,security,Cloud Services,no,Trilogy,Management,hard worker,no,no,CRM Technical Developer
+9,3,3,6,no,yes,app development,testing,poor,excellent,IOT,security,Finance,no,Dictionaries,Technical,smart worker,yes,no,CRM Technical Developer
+4,5,9,8,yes,no,hadoop,database security,poor,excellent,IOT,developer,BPA,yes,Anthology,Technical,hard worker,yes,no,CRM Technical Developer
+1,6,8,3,yes,yes,app development,hacking,medium,excellent,parallel computing,security,BPA,no,Art,Technical,smart worker,yes,no,CRM Technical Developer
+7,2,2,2,yes,yes,app development,data science,excellent,poor,parallel computing,Business process analyst,Service Based,yes,Series,Management,smart worker,yes,no,CRM Technical Developer
+3,2,2,2,yes,no,distro making,testing,poor,poor,programming,cloud computing,Cloud Services,no,Childrens,Management,hard worker,yes,yes,CRM Technical Developer
+3,2,8,2,no,yes,python,testing,medium,excellent,cloud computing,system developer,Product based,yes,Satire,Management,hard worker,no,no,CRM Technical Developer
+9,3,8,9,yes,no,distro making,database security,medium,poor,cloud computing,developer,Testing and Maintainance Services,yes,Religion-Spirituality,Technical,hard worker,yes,yes,CRM Technical Developer
+9,6,2,7,no,no,app development,game development,excellent,poor,programming,cloud computing,Sales and Marketing,no,Encyclopedias,Management,hard worker,no,yes,CRM Technical Developer
+5,2,4,8,yes,no,machine learning,cloud computing,poor,poor,cloud computing,security,Sales and Marketing,yes,Satire,Technical,hard worker,no,no,CRM Technical Developer
+8,5,5,8,no,yes,r programming,cloud computing,excellent,poor,cloud computing,system developer,SAaS services,yes,Encyclopedias,Management,hard worker,yes,no,CRM Technical Developer
+4,2,1,4,no,yes,hadoop,hacking,medium,medium,data engineering,cloud computing,SAaS services,yes,Autobiographies,Technical,hard worker,no,yes,CRM Technical Developer
+6,4,5,8,no,no,r programming,cloud computing,excellent,excellent,networks,system developer,Finance,yes,Childrens,Management,hard worker,yes,no,CRM Technical Developer
+5,1,5,2,yes,no,shell programming,hacking,poor,poor,cloud computing,testing,Web Services,no,Math,Technical,smart worker,yes,yes,CRM Technical Developer
+6,2,7,6,no,yes,python,database security,excellent,poor,Software Engineering,testing,Finance,yes,Comics,Management,hard worker,no,no,CRM Technical Developer
+2,2,1,8,no,no,python,data science,medium,excellent,IOT,security,Cloud Services,no,Poetry,Technical,smart worker,no,yes,CRM Technical Developer
+4,6,5,6,yes,yes,hadoop,web technologies,medium,medium,hacking,testing,Product based,no,Horror,Technical,smart worker,yes,yes,CRM Technical Developer
+3,5,8,1,yes,yes,distro making,cloud computing,excellent,excellent,Computer Architecture,system developer,Product based,no,Dictionaries,Technical,smart worker,no,yes,CRM Technical Developer
+2,2,8,1,yes,yes,hadoop,web technologies,medium,excellent,networks,security,BPA,no,Satire,Technical,smart worker,yes,no,CRM Technical Developer
+7,1,4,2,no,no,app development,hacking,medium,excellent,data engineering,system developer,SAaS services,yes,Childrens,Management,hard worker,yes,no,CRM Technical Developer
+6,5,2,9,yes,no,full stack,hacking,poor,medium,cloud computing,security,BPA,yes,Health,Technical,smart worker,no,yes,CRM Technical Developer
+6,5,5,9,yes,yes,r programming,hacking,poor,poor,networks,testing,Product based,yes,Anthology,Management,hard worker,yes,no,CRM Technical Developer
+9,5,9,3,yes,yes,python,game development,excellent,excellent,hacking,cloud computing,Finance,no,Religion-Spirituality,Technical,smart worker,yes,no,CRM Technical Developer
+7,0,6,5,no,yes,shell programming,database security,poor,poor,Software Engineering,security,Product based,no,Math,Technical,smart worker,yes,yes,CRM Technical Developer
+8,0,6,2,yes,no,machine learning,hacking,poor,excellent,parallel computing,Business process analyst,Product based,yes,Self help,Technical,smart worker,yes,yes,CRM Technical Developer
+2,6,4,9,no,no,shell programming,cloud computing,excellent,excellent,programming,security,BPA,yes,Series,Technical,smart worker,no,no,CRM Technical Developer
+2,3,4,1,no,no,information security,testing,excellent,medium,Computer Architecture,security,Finance,yes,Series,Management,smart worker,yes,no,CRM Technical Developer
+2,3,5,5,yes,yes,python,data science,poor,medium,Software Engineering,Business process analyst,Sales and Marketing,yes,Art,Management,smart worker,no,yes,CRM Technical Developer
+8,1,8,9,no,no,hadoop,hacking,poor,medium,networks,cloud computing,Web Services,no,Action and Adventure,Management,hard worker,yes,yes,CRM Technical Developer
+9,2,8,9,yes,yes,distro making,web technologies,poor,medium,Management,Business process analyst,Service Based,yes,Math,Technical,hard worker,no,yes,CRM Technical Developer
+6,4,8,4,yes,yes,machine learning,hacking,poor,medium,Software Engineering,cloud computing,Product based,no,Art,Technical,hard worker,no,no,CRM Technical Developer
+3,1,7,6,no,no,hadoop,system designing,medium,medium,networks,system developer,Web Services,yes,Mystery,Management,smart worker,yes,no,CRM Technical Developer
+9,2,3,8,yes,yes,full stack,testing,medium,excellent,Software Engineering,Business process analyst,Service Based,yes,Prayer books,Technical,hard worker,no,yes,CRM Technical Developer
+6,3,8,2,no,no,hadoop,hacking,poor,excellent,hacking,developer,SAaS services,yes,Horror,Management,hard worker,yes,no,CRM Technical Developer
+5,4,1,6,no,yes,hadoop,data science,medium,poor,Software Engineering,system developer,product development,yes,Encyclopedias,Management,hard worker,no,no,CRM Technical Developer
+8,0,6,4,no,no,shell programming,hacking,medium,medium,IOT,Business process analyst,BPA,no,Science fiction,Management,smart worker,no,no,CRM Technical Developer
+9,1,3,9,yes,yes,full stack,web technologies,poor,excellent,data engineering,testing,SAaS services,no,Action and Adventure,Technical,smart worker,no,yes,CRM Technical Developer
+7,1,2,3,no,yes,python,system designing,poor,medium,Software Engineering,Business process analyst,Cloud Services,yes,Diaries,Management,hard worker,no,yes,CRM Technical Developer
+8,2,5,8,yes,no,r programming,cloud computing,medium,medium,Computer Architecture,developer,Service Based,yes,Fantasy,Management,smart worker,no,yes,CRM Technical Developer
+1,0,1,9,no,no,r programming,system designing,excellent,excellent,networks,cloud computing,Product based,yes,Horror,Technical,smart worker,yes,no,CRM Technical Developer
+1,0,2,6,yes,no,shell programming,game development,medium,excellent,parallel computing,security,Product based,no,Guide,Management,hard worker,yes,yes,CRM Technical Developer
+9,0,1,1,no,yes,r programming,system designing,excellent,excellent,cloud computing,developer,Service Based,no,Science fiction,Technical,hard worker,no,yes,CRM Technical Developer
+9,4,7,9,yes,no,distro making,testing,excellent,excellent,programming,developer,Web Services,no,Action and Adventure,Management,smart worker,no,yes,CRM Technical Developer
+6,2,7,7,yes,no,machine learning,web technologies,poor,excellent,hacking,security,Service Based,yes,Guide,Technical,smart worker,yes,no,CRM Technical Developer
+1,3,2,6,no,yes,python,hacking,excellent,poor,networks,developer,Service Based,yes,Cookbooks,Technical,smart worker,no,yes,CRM Technical Developer
+9,1,3,6,no,yes,r programming,database security,medium,medium,Management,developer,Web Services,yes,Science fiction,Technical,smart worker,yes,no,CRM Technical Developer
+6,4,2,2,yes,no,information security,testing,medium,poor,Computer Architecture,security,SAaS services,no,Action and Adventure,Management,smart worker,yes,yes,CRM Technical Developer
+6,6,9,9,no,yes,r programming,game development,poor,excellent,Computer Architecture,testing,Finance,no,Self help,Technical,hard worker,no,no,CRM Technical Developer
+1,3,1,2,yes,yes,app development,database security,excellent,excellent,Management,security,Service Based,yes,Comics,Management,hard worker,yes,no,CRM Technical Developer
+3,3,1,5,no,no,shell programming,system designing,medium,excellent,hacking,developer,Cloud Services,yes,Mystery,Management,hard worker,yes,yes,CRM Technical Developer
+2,1,5,3,yes,no,r programming,cloud computing,excellent,medium,Software Engineering,security,product development,yes,Guide,Technical,smart worker,no,yes,CRM Technical Developer
+3,5,6,6,yes,yes,information security,database security,poor,medium,Management,security,Testing and Maintainance Services,yes,Diaries,Management,hard worker,yes,yes,CRM Technical Developer
+2,0,9,2,yes,yes,hadoop,testing,excellent,poor,IOT,testing,Cloud Services,no,Horror,Technical,hard worker,no,yes,CRM Technical Developer
+4,5,6,1,yes,no,app development,cloud computing,poor,medium,data engineering,system developer,Service Based,yes,Trilogy,Technical,hard worker,no,no,CRM Technical Developer
+7,4,9,2,yes,no,information security,data science,medium,excellent,networks,Business process analyst,Service Based,yes,Mystery,Management,smart worker,yes,yes,CRM Technical Developer
+5,4,6,2,no,no,python,data science,excellent,excellent,hacking,security,Sales and Marketing,no,Guide,Management,smart worker,yes,yes,CRM Technical Developer
+2,6,5,6,no,no,r programming,game development,excellent,medium,IOT,testing,Product based,yes,Poetry,Management,smart worker,yes,no,CRM Technical Developer
+6,2,1,5,yes,no,r programming,hacking,poor,excellent,Management,developer,Web Services,yes,Guide,Technical,smart worker,no,yes,CRM Technical Developer
+6,5,3,1,no,no,shell programming,system designing,excellent,poor,networks,developer,SAaS services,yes,Health,Technical,hard worker,yes,no,CRM Technical Developer
+9,1,2,7,no,no,r programming,web technologies,medium,medium,IOT,system developer,Cloud Services,yes,Health,Management,smart worker,yes,no,CRM Technical Developer
+3,2,2,5,yes,no,python,system designing,excellent,medium,Management,developer,Service Based,yes,Science fiction,Technical,smart worker,no,yes,CRM Technical Developer
+5,3,9,5,yes,no,hadoop,web technologies,medium,excellent,programming,cloud computing,Sales and Marketing,yes,Action and Adventure,Technical,smart worker,no,yes,CRM Technical Developer
+8,3,3,3,yes,yes,information security,database security,medium,medium,Software Engineering,system developer,Cloud Services,no,Diaries,Technical,hard worker,no,no,CRM Technical Developer
+7,1,8,7,yes,yes,shell programming,database security,medium,poor,networks,developer,Web Services,no,Guide,Management,smart worker,no,no,CRM Technical Developer
+4,4,3,2,yes,yes,app development,hacking,poor,medium,programming,system developer,SAaS services,no,Autobiographies,Management,smart worker,no,yes,CRM Technical Developer
+2,5,3,6,no,yes,full stack,database security,medium,poor,data engineering,system developer,Service Based,yes,Science fiction,Management,hard worker,yes,yes,CRM Technical Developer
+9,3,3,3,yes,no,hadoop,testing,poor,medium,Computer Architecture,testing,Service Based,no,Childrens,Management,smart worker,no,yes,CRM Technical Developer
+2,5,6,2,yes,no,python,game development,medium,poor,Management,cloud computing,Web Services,no,Horror,Technical,smart worker,no,no,CRM Technical Developer
+1,4,8,1,no,no,full stack,database security,poor,poor,data engineering,developer,Cloud Services,yes,Fantasy,Technical,hard worker,no,no,CRM Technical Developer
+9,4,8,3,no,yes,python,database security,poor,excellent,IOT,Business process analyst,Testing and Maintainance Services,yes,Self help,Management,hard worker,yes,no,CRM Technical Developer
+8,0,8,4,yes,yes,app development,web technologies,excellent,excellent,hacking,Business process analyst,Finance,yes,Art,Management,hard worker,yes,yes,CRM Technical Developer
+2,1,1,6,yes,no,python,hacking,medium,medium,data engineering,system developer,BPA,no,Health,Technical,smart worker,no,yes,CRM Technical Developer
+7,5,9,4,no,no,hadoop,data science,excellent,poor,Management,developer,Product based,yes,Drama,Management,smart worker,yes,yes,CRM Technical Developer
+9,5,2,5,yes,no,distro making,testing,medium,poor,parallel computing,cloud computing,Sales and Marketing,no,Poetry,Technical,hard worker,yes,yes,CRM Technical Developer
+6,6,7,6,no,no,full stack,hacking,poor,poor,data engineering,developer,Finance,yes,Romance,Technical,hard worker,no,no,CRM Technical Developer
+9,4,8,2,no,yes,shell programming,hacking,excellent,medium,parallel computing,system developer,Service Based,no,Prayer books,Management,hard worker,yes,no,CRM Technical Developer
+5,3,6,2,no,no,hadoop,cloud computing,poor,excellent,cloud computing,cloud computing,Finance,no,Poetry,Management,smart worker,yes,yes,CRM Technical Developer
+2,6,6,1,no,yes,full stack,game development,poor,excellent,cloud computing,cloud computing,Product based,yes,Science,Technical,smart worker,no,no,CRM Technical Developer
+8,3,5,7,yes,yes,distro making,web technologies,medium,medium,programming,cloud computing,Cloud Services,no,Journals,Technical,hard worker,yes,no,CRM Technical Developer
+3,3,7,7,no,no,distro making,data science,poor,excellent,hacking,security,Testing and Maintainance Services,yes,Biographies,Management,hard worker,no,no,CRM Technical Developer
+8,3,3,6,no,no,machine learning,database security,excellent,medium,IOT,testing,product development,yes,Satire,Technical,smart worker,no,no,CRM Technical Developer
+6,4,4,2,no,yes,hadoop,system designing,medium,medium,hacking,testing,Sales and Marketing,no,Fantasy,Management,hard worker,yes,no,CRM Technical Developer
+7,4,3,5,yes,yes,app development,database security,poor,excellent,programming,Business process analyst,BPA,no,Art,Technical,hard worker,no,yes,CRM Technical Developer
+2,4,8,7,no,yes,full stack,hacking,medium,excellent,hacking,security,Cloud Services,no,Horror,Technical,smart worker,yes,no,CRM Technical Developer
+1,4,7,9,yes,yes,python,cloud computing,poor,medium,parallel computing,Business process analyst,SAaS services,no,Guide,Technical,smart worker,no,yes,CRM Technical Developer
+5,6,9,2,no,no,information security,system designing,medium,medium,IOT,cloud computing,Web Services,no,Health,Technical,hard worker,yes,no,CRM Technical Developer
+9,4,9,7,no,yes,app development,hacking,poor,excellent,Management,testing,Service Based,yes,Science fiction,Technical,hard worker,no,yes,CRM Technical Developer
+4,2,4,6,no,no,python,data science,medium,poor,cloud computing,system developer,Service Based,no,Health,Technical,hard worker,yes,yes,CRM Technical Developer
+1,2,5,6,yes,no,distro making,cloud computing,poor,excellent,parallel computing,Business process analyst,Testing and Maintainance Services,no,Childrens,Technical,hard worker,no,no,CRM Technical Developer
+6,1,7,5,no,no,r programming,system designing,excellent,poor,data engineering,system developer,product development,no,Drama,Technical,hard worker,no,yes,CRM Technical Developer
+9,5,6,9,no,no,distro making,hacking,poor,poor,networks,testing,Product based,yes,Self help,Technical,smart worker,yes,no,CRM Technical Developer
+2,1,9,7,yes,yes,app development,data science,medium,poor,Computer Architecture,testing,product development,no,Biographies,Technical,hard worker,no,yes,CRM Technical Developer
+3,2,7,4,no,yes,information security,database security,excellent,medium,programming,testing,Web Services,no,Cookbooks,Technical,hard worker,no,yes,CRM Technical Developer
+4,5,4,6,yes,no,python,hacking,excellent,excellent,Management,testing,SAaS services,no,Art,Technical,smart worker,yes,yes,CRM Technical Developer
+1,1,8,9,no,no,python,testing,medium,medium,programming,testing,BPA,no,Drama,Technical,hard worker,no,yes,CRM Technical Developer
+9,2,9,3,yes,no,hadoop,cloud computing,medium,medium,IOT,developer,SAaS services,no,History,Technical,smart worker,no,no,CRM Technical Developer
+7,2,9,3,yes,yes,machine learning,database security,excellent,poor,parallel computing,developer,Sales and Marketing,no,Prayer books,Technical,hard worker,no,yes,CRM Technical Developer
+7,3,2,2,yes,no,hadoop,hacking,poor,poor,Software Engineering,cloud computing,product development,yes,History,Management,hard worker,yes,no,CRM Technical Developer
+3,1,4,6,yes,no,information security,database security,medium,excellent,Management,developer,Cloud Services,no,Horror,Technical,hard worker,yes,no,CRM Technical Developer
+8,6,5,1,yes,no,distro making,database security,excellent,poor,parallel computing,testing,BPA,no,Art,Management,hard worker,yes,no,CRM Technical Developer
+5,1,6,5,yes,yes,hadoop,data science,excellent,excellent,Computer Architecture,system developer,Web Services,yes,Diaries,Management,hard worker,no,no,CRM Technical Developer
+9,0,8,1,no,no,information security,system designing,medium,poor,cloud computing,cloud computing,Testing and Maintainance Services,yes,Guide,Management,smart worker,no,yes,CRM Technical Developer
+9,2,1,7,yes,yes,information security,system designing,excellent,poor,Computer Architecture,cloud computing,product development,no,Romance,Management,smart worker,no,yes,CRM Technical Developer
+6,0,7,3,yes,yes,r programming,game development,poor,poor,Computer Architecture,testing,Cloud Services,yes,Mystery,Management,smart worker,no,no,CRM Technical Developer
+6,5,8,4,no,yes,r programming,system designing,poor,excellent,IOT,developer,BPA,yes,Self help,Technical,smart worker,no,yes,CRM Technical Developer
+9,4,5,4,no,no,shell programming,testing,medium,poor,cloud computing,cloud computing,Sales and Marketing,yes,Anthology,Technical,hard worker,yes,no,CRM Technical Developer
+4,3,5,8,no,yes,shell programming,database security,medium,poor,data engineering,system developer,BPA,yes,Romance,Technical,smart worker,no,yes,CRM Technical Developer
+1,3,8,1,yes,yes,machine learning,cloud computing,poor,excellent,hacking,testing,Sales and Marketing,yes,Dictionaries,Technical,hard worker,no,yes,CRM Technical Developer
+3,4,2,8,no,yes,hadoop,testing,poor,poor,cloud computing,security,Sales and Marketing,no,Series,Technical,smart worker,yes,yes,CRM Technical Developer
+4,6,8,7,yes,yes,information security,database security,poor,medium,IOT,Business process analyst,product development,no,History,Management,hard worker,no,yes,CRM Technical Developer
+7,6,5,2,no,yes,distro making,database security,excellent,excellent,Software Engineering,Business process analyst,Service Based,yes,Action and Adventure,Management,smart worker,no,yes,CRM Technical Developer
+4,4,4,2,no,yes,distro making,cloud computing,excellent,poor,Management,security,Service Based,no,Encyclopedias,Management,smart worker,no,yes,CRM Technical Developer
+6,5,5,5,yes,yes,app development,hacking,excellent,poor,cloud computing,Business process analyst,product development,yes,Science,Management,smart worker,yes,no,CRM Technical Developer
+2,0,8,2,yes,yes,r programming,data science,excellent,medium,data engineering,cloud computing,BPA,yes,Health,Technical,hard worker,no,yes,CRM Technical Developer
+9,6,8,8,yes,yes,distro making,database security,medium,excellent,hacking,security,Service Based,no,Encyclopedias,Technical,hard worker,yes,yes,CRM Technical Developer
+3,6,5,7,no,yes,r programming,web technologies,poor,excellent,programming,security,SAaS services,yes,Trilogy,Technical,smart worker,yes,yes,CRM Technical Developer
+4,0,3,5,yes,no,hadoop,cloud computing,poor,medium,Computer Architecture,testing,Testing and Maintainance Services,yes,Anthology,Management,smart worker,yes,yes,CRM Technical Developer
+4,2,5,3,yes,yes,machine learning,testing,poor,poor,hacking,system developer,Cloud Services,no,Series,Management,smart worker,yes,yes,CRM Technical Developer
+9,1,6,8,no,yes,app development,testing,poor,excellent,data engineering,security,Web Services,no,Diaries,Technical,hard worker,no,no,CRM Technical Developer
+8,0,2,9,yes,no,shell programming,data science,poor,medium,Computer Architecture,system developer,Testing and Maintainance Services,no,Diaries,Management,hard worker,yes,no,CRM Technical Developer
+9,5,7,3,no,yes,information security,data science,medium,excellent,programming,developer,product development,no,Prayer books,Management,smart worker,yes,no,CRM Technical Developer
+8,2,6,4,yes,no,shell programming,cloud computing,medium,medium,hacking,system developer,SAaS services,no,Horror,Technical,smart worker,yes,no,CRM Technical Developer
+8,2,3,4,yes,yes,machine learning,hacking,medium,medium,networks,system developer,Service Based,yes,Diaries,Management,hard worker,no,yes,CRM Technical Developer
+6,4,9,4,yes,no,hadoop,testing,poor,medium,IOT,testing,Web Services,yes,Biographies,Technical,hard worker,no,yes,CRM Technical Developer
+3,1,2,8,yes,no,hadoop,data science,medium,medium,hacking,cloud computing,Product based,no,Comics,Management,smart worker,yes,yes,CRM Technical Developer
+2,4,5,2,yes,yes,machine learning,database security,medium,poor,parallel computing,testing,Testing and Maintainance Services,yes,Biographies,Management,hard worker,yes,no,CRM Technical Developer
+3,2,2,1,no,no,hadoop,data science,excellent,medium,parallel computing,system developer,Web Services,yes,Cookbooks,Management,smart worker,no,no,CRM Technical Developer
+7,6,1,9,no,no,python,testing,excellent,poor,cloud computing,system developer,Product based,no,Anthology,Technical,smart worker,no,no,CRM Technical Developer
+9,5,7,2,yes,yes,distro making,database security,medium,poor,parallel computing,cloud computing,Cloud Services,yes,Math,Management,smart worker,no,yes,CRM Technical Developer
+5,4,7,5,no,yes,r programming,testing,medium,poor,Software Engineering,testing,Service Based,yes,Dictionaries,Management,hard worker,yes,no,CRM Technical Developer
+1,2,6,9,yes,yes,information security,data science,poor,medium,networks,Business process analyst,Cloud Services,no,Mystery,Technical,hard worker,no,no,CRM Technical Developer
+5,6,4,4,no,yes,r programming,game development,poor,poor,Management,system developer,Service Based,no,Satire,Management,hard worker,yes,no,CRM Technical Developer
+8,1,6,5,no,no,full stack,game development,poor,poor,Computer Architecture,developer,Sales and Marketing,yes,Trilogy,Technical,smart worker,yes,yes,CRM Technical Developer
+6,2,1,7,no,no,machine learning,testing,medium,medium,cloud computing,Business process analyst,Web Services,yes,Mystery,Technical,hard worker,no,no,CRM Technical Developer
+3,3,7,8,yes,no,python,database security,medium,excellent,data engineering,security,Sales and Marketing,yes,Trilogy,Technical,hard worker,yes,no,CRM Technical Developer
+7,1,5,4,no,no,information security,web technologies,medium,medium,parallel computing,developer,product development,no,Religion-Spirituality,Technical,smart worker,yes,no,CRM Technical Developer
+3,2,8,6,yes,no,python,database security,poor,excellent,data engineering,security,Sales and Marketing,no,Fantasy,Technical,hard worker,yes,yes,CRM Technical Developer
+6,6,5,2,yes,no,shell programming,database security,poor,medium,Computer Architecture,Business process analyst,Product based,no,Poetry,Management,hard worker,yes,yes,CRM Technical Developer
+4,5,2,3,yes,no,full stack,game development,poor,medium,Management,developer,Sales and Marketing,yes,Horror,Technical,smart worker,no,no,CRM Technical Developer
+5,4,5,4,yes,yes,information security,database security,medium,medium,hacking,developer,Cloud Services,no,Horror,Technical,smart worker,yes,no,CRM Technical Developer
+6,2,4,2,no,no,distro making,cloud computing,poor,medium,cloud computing,testing,BPA,no,Biographies,Technical,smart worker,yes,yes,CRM Technical Developer
+2,5,6,9,no,no,machine learning,testing,excellent,medium,Software Engineering,developer,Service Based,yes,Diaries,Technical,hard worker,no,no,CRM Technical Developer
+2,5,8,3,yes,no,r programming,game development,excellent,poor,networks,testing,product development,yes,Anthology,Technical,smart worker,yes,no,CRM Technical Developer
+2,2,3,6,no,yes,shell programming,cloud computing,excellent,medium,Computer Architecture,developer,Web Services,no,Drama,Management,hard worker,yes,yes,CRM Technical Developer
+9,5,3,9,yes,yes,information security,game development,excellent,medium,cloud computing,cloud computing,product development,no,Autobiographies,Management,hard worker,no,yes,CRM Technical Developer
+5,0,9,4,yes,no,distro making,system designing,excellent,excellent,cloud computing,security,Sales and Marketing,no,Science fiction,Management,smart worker,yes,no,CRM Technical Developer
+2,2,1,6,yes,no,distro making,game development,poor,medium,cloud computing,Business process analyst,Sales and Marketing,no,Dictionaries,Management,hard worker,yes,no,CRM Technical Developer
+5,6,1,3,yes,no,hadoop,data science,poor,excellent,Management,testing,product development,yes,Science,Technical,hard worker,yes,no,CRM Technical Developer
+8,2,3,6,no,yes,information security,cloud computing,excellent,excellent,IOT,security,Sales and Marketing,no,Autobiographies,Technical,hard worker,yes,yes,CRM Technical Developer
+3,0,7,6,no,no,full stack,cloud computing,excellent,excellent,data engineering,security,product development,yes,Childrens,Technical,smart worker,no,no,CRM Technical Developer
+3,2,2,3,yes,no,distro making,database security,poor,medium,Computer Architecture,security,Finance,no,Math,Technical,smart worker,no,yes,CRM Technical Developer
+2,5,2,5,yes,no,full stack,system designing,poor,poor,cloud computing,developer,Cloud Services,no,Science fiction,Management,smart worker,no,yes,CRM Technical Developer
+1,5,6,1,no,yes,python,system designing,excellent,poor,Software Engineering,testing,BPA,no,Childrens,Technical,hard worker,no,no,CRM Technical Developer
+7,5,9,4,no,yes,app development,hacking,medium,poor,hacking,security,Cloud Services,yes,Science fiction,Management,smart worker,no,no,CRM Technical Developer
+3,1,7,4,no,no,app development,cloud computing,medium,excellent,cloud computing,developer,BPA,yes,Guide,Management,hard worker,no,yes,CRM Technical Developer
+4,6,3,5,yes,yes,shell programming,hacking,medium,excellent,Software Engineering,testing,product development,yes,Horror,Management,smart worker,yes,yes,CRM Technical Developer
+3,2,3,4,yes,no,app development,web technologies,medium,excellent,parallel computing,security,Service Based,yes,Travel,Technical,hard worker,no,yes,CRM Technical Developer
+2,3,3,4,no,no,information security,game development,excellent,medium,cloud computing,cloud computing,Sales and Marketing,no,Romance,Management,hard worker,no,no,CRM Technical Developer
+5,4,3,5,yes,yes,r programming,web technologies,medium,medium,networks,developer,Finance,yes,Art,Management,hard worker,yes,no,CRM Technical Developer
+1,4,8,5,no,yes,information security,database security,medium,excellent,networks,developer,BPA,no,Encyclopedias,Management,hard worker,yes,no,CRM Technical Developer
+4,6,1,1,yes,no,distro making,web technologies,poor,medium,data engineering,testing,Product based,yes,Biographies,Management,hard worker,no,no,CRM Technical Developer
+6,2,4,4,yes,yes,app development,testing,excellent,excellent,IOT,system developer,Web Services,yes,Childrens,Technical,smart worker,yes,no,CRM Technical Developer
+8,0,4,1,no,no,python,system designing,medium,poor,parallel computing,security,Product based,yes,Dictionaries,Technical,hard worker,no,no,CRM Technical Developer
+1,3,8,6,yes,no,r programming,testing,excellent,excellent,Computer Architecture,system developer,SAaS services,no,Math,Technical,hard worker,no,no,CRM Technical Developer
+5,5,2,6,no,no,hadoop,data science,medium,excellent,cloud computing,system developer,Cloud Services,yes,Autobiographies,Management,smart worker,no,yes,CRM Technical Developer
+9,2,7,8,yes,yes,app development,testing,medium,excellent,Management,Business process analyst,Web Services,no,Guide,Management,hard worker,no,no,CRM Technical Developer
+4,5,1,9,no,no,distro making,web technologies,excellent,excellent,IOT,system developer,Service Based,no,Drama,Management,hard worker,yes,no,CRM Technical Developer
+3,6,9,2,no,yes,python,database security,medium,excellent,IOT,testing,Sales and Marketing,no,Health,Technical,hard worker,no,yes,CRM Technical Developer
+6,0,7,1,yes,yes,full stack,web technologies,excellent,excellent,IOT,system developer,Web Services,yes,Math,Technical,smart worker,yes,no,CRM Technical Developer
+6,6,6,5,yes,no,distro making,cloud computing,poor,medium,parallel computing,Business process analyst,Web Services,yes,Religion-Spirituality,Technical,hard worker,yes,no,CRM Technical Developer
+9,1,3,7,no,yes,machine learning,hacking,excellent,poor,Management,cloud computing,product development,no,Action and Adventure,Technical,smart worker,no,yes,CRM Technical Developer
+9,5,3,9,yes,no,r programming,testing,poor,excellent,IOT,system developer,Testing and Maintainance Services,no,Self help,Technical,hard worker,yes,no,CRM Technical Developer
+1,6,4,4,yes,yes,hadoop,game development,poor,medium,parallel computing,security,SAaS services,yes,Dictionaries,Technical,smart worker,no,yes,CRM Technical Developer
+2,6,7,4,no,yes,information security,testing,excellent,excellent,data engineering,Business process analyst,Product based,no,Religion-Spirituality,Technical,smart worker,no,yes,CRM Technical Developer
+5,1,7,6,no,no,full stack,cloud computing,poor,excellent,data engineering,cloud computing,Sales and Marketing,yes,Anthology,Management,smart worker,yes,no,CRM Technical Developer
+7,0,8,1,yes,yes,app development,testing,medium,excellent,IOT,security,product development,no,Religion-Spirituality,Management,smart worker,yes,yes,CRM Technical Developer
+1,6,2,3,yes,no,python,cloud computing,medium,poor,hacking,Business process analyst,product development,yes,Diaries,Management,hard worker,no,yes,CRM Technical Developer
+9,5,3,9,yes,yes,full stack,database security,medium,poor,Management,testing,Sales and Marketing,yes,Biographies,Management,smart worker,yes,no,CRM Technical Developer
+9,0,3,6,no,yes,r programming,game development,medium,poor,networks,testing,Cloud Services,yes,Diaries,Management,hard worker,yes,yes,CRM Technical Developer
+9,3,6,7,no,yes,distro making,system designing,excellent,poor,hacking,Business process analyst,Service Based,no,Science fiction,Management,hard worker,no,no,CRM Technical Developer
+3,4,4,8,yes,no,information security,system designing,poor,poor,hacking,testing,Service Based,yes,Science fiction,Management,hard worker,yes,yes,CRM Technical Developer
+9,6,8,2,no,no,full stack,system designing,excellent,excellent,cloud computing,testing,Finance,yes,Trilogy,Management,hard worker,yes,yes,CRM Technical Developer
+3,5,8,7,yes,no,hadoop,game development,poor,excellent,Management,system developer,BPA,yes,Series,Management,hard worker,no,yes,CRM Technical Developer
+7,2,1,3,yes,no,full stack,testing,medium,medium,parallel computing,system developer,BPA,no,Dictionaries,Technical,hard worker,no,no,CRM Technical Developer
+3,5,4,1,no,no,r programming,cloud computing,excellent,excellent,Software Engineering,Business process analyst,Finance,yes,Math,Management,hard worker,yes,no,CRM Technical Developer
+8,6,5,3,yes,yes,machine learning,hacking,excellent,poor,Software Engineering,Business process analyst,Cloud Services,no,Cookbooks,Technical,hard worker,no,yes,CRM Technical Developer
+5,2,2,3,yes,yes,r programming,hacking,medium,medium,IOT,security,Web Services,no,Romance,Technical,smart worker,yes,no,CRM Technical Developer
+4,4,1,8,no,yes,hadoop,database security,excellent,excellent,cloud computing,cloud computing,BPA,yes,Horror,Management,smart worker,no,no,CRM Technical Developer
+5,3,3,7,no,no,python,hacking,excellent,poor,hacking,developer,product development,yes,Poetry,Management,smart worker,yes,yes,CRM Technical Developer
+6,6,7,9,yes,yes,r programming,database security,excellent,medium,hacking,security,Testing and Maintainance Services,no,Drama,Management,hard worker,no,no,CRM Technical Developer
+7,6,1,1,no,yes,information security,cloud computing,medium,poor,Management,Business process analyst,Product based,no,Horror,Management,smart worker,no,yes,CRM Technical Developer
+5,6,8,4,no,yes,information security,web technologies,excellent,poor,Software Engineering,security,product development,yes,Childrens,Management,smart worker,yes,no,CRM Technical Developer
+7,2,5,5,yes,no,distro making,data science,poor,excellent,Software Engineering,testing,Testing and Maintainance Services,yes,Trilogy,Management,smart worker,yes,no,CRM Technical Developer
+5,3,3,4,no,yes,information security,system designing,poor,poor,data engineering,cloud computing,BPA,no,Health,Management,hard worker,no,no,CRM Technical Developer
+6,5,8,1,yes,yes,information security,data science,poor,excellent,programming,system developer,Cloud Services,yes,Science fiction,Technical,hard worker,no,no,CRM Technical Developer
+1,3,4,4,yes,yes,hadoop,data science,excellent,poor,programming,testing,product development,yes,Trilogy,Management,hard worker,yes,yes,CRM Technical Developer
+4,2,3,4,yes,no,full stack,cloud computing,medium,medium,hacking,developer,Finance,yes,Satire,Technical,smart worker,no,yes,CRM Technical Developer
+9,6,9,9,no,no,full stack,cloud computing,poor,excellent,Computer Architecture,cloud computing,BPA,no,Satire,Management,smart worker,yes,no,CRM Technical Developer
+6,6,6,1,yes,yes,shell programming,testing,poor,medium,IOT,cloud computing,Service Based,yes,Math,Management,hard worker,yes,yes,CRM Technical Developer
+3,5,4,1,yes,yes,machine learning,testing,poor,excellent,cloud computing,security,Sales and Marketing,yes,Autobiographies,Management,hard worker,no,yes,CRM Technical Developer
+1,0,9,7,no,no,information security,system designing,poor,medium,Computer Architecture,security,Testing and Maintainance Services,yes,Science fiction,Management,smart worker,yes,yes,CRM Technical Developer
+2,3,3,8,yes,yes,python,data science,poor,poor,cloud computing,security,Product based,yes,Guide,Management,smart worker,yes,yes,CRM Technical Developer
+6,2,9,9,no,no,shell programming,testing,poor,poor,networks,system developer,Testing and Maintainance Services,no,Prayer books,Technical,smart worker,no,yes,CRM Technical Developer
+5,1,5,1,no,no,hadoop,game development,poor,poor,Computer Architecture,testing,Testing and Maintainance Services,yes,Anthology,Technical,smart worker,yes,yes,CRM Technical Developer
+8,0,7,4,no,no,r programming,testing,poor,poor,data engineering,Business process analyst,Sales and Marketing,yes,Trilogy,Technical,smart worker,yes,no,CRM Technical Developer
+8,5,2,1,no,yes,information security,cloud computing,poor,excellent,networks,Business process analyst,Cloud Services,no,Diaries,Management,smart worker,yes,no,CRM Technical Developer
+3,2,2,6,yes,no,distro making,cloud computing,excellent,medium,data engineering,security,BPA,yes,Trilogy,Management,hard worker,yes,yes,CRM Technical Developer
+8,6,2,6,yes,yes,distro making,web technologies,excellent,excellent,data engineering,system developer,Sales and Marketing,no,Fantasy,Management,hard worker,yes,no,CRM Technical Developer
+1,5,4,5,no,yes,machine learning,hacking,excellent,excellent,parallel computing,developer,Testing and Maintainance Services,no,Science,Technical,hard worker,yes,no,CRM Technical Developer
+7,1,7,7,yes,no,r programming,testing,medium,excellent,parallel computing,security,Cloud Services,yes,Horror,Technical,smart worker,yes,yes,CRM Technical Developer
+4,3,3,1,no,no,app development,data science,excellent,excellent,Software Engineering,developer,Service Based,yes,Childrens,Management,hard worker,no,no,CRM Technical Developer
+5,1,8,8,yes,yes,shell programming,web technologies,excellent,excellent,Computer Architecture,system developer,Web Services,no,Horror,Technical,hard worker,yes,no,CRM Technical Developer
+8,1,4,9,no,no,hadoop,system designing,excellent,excellent,hacking,cloud computing,BPA,no,Comics,Technical,hard worker,yes,no,CRM Technical Developer
+4,4,7,6,yes,yes,app development,game development,poor,excellent,parallel computing,security,Testing and Maintainance Services,yes,Comics,Technical,hard worker,yes,no,CRM Technical Developer
+6,2,7,7,yes,yes,python,game development,excellent,excellent,cloud computing,cloud computing,Cloud Services,no,Satire,Technical,hard worker,yes,yes,CRM Technical Developer
+8,4,9,3,yes,yes,python,testing,medium,medium,IOT,system developer,product development,no,Mystery,Technical,smart worker,yes,no,CRM Technical Developer
+9,1,5,4,no,yes,app development,game development,poor,medium,networks,testing,Web Services,no,Science,Management,smart worker,no,no,CRM Technical Developer
+1,6,9,9,yes,yes,app development,testing,excellent,excellent,hacking,security,Web Services,yes,Romance,Technical,smart worker,no,no,CRM Technical Developer
+5,1,7,1,yes,yes,distro making,database security,excellent,poor,Computer Architecture,system developer,Sales and Marketing,no,Biographies,Technical,hard worker,yes,no,CRM Technical Developer
+1,0,8,6,yes,yes,python,system designing,excellent,excellent,parallel computing,security,Product based,no,Guide,Management,smart worker,no,no,CRM Technical Developer
+1,3,7,4,no,no,shell programming,data science,medium,excellent,Software Engineering,developer,SAaS services,yes,Art,Management,hard worker,yes,no,CRM Technical Developer
+8,1,7,2,no,no,shell programming,hacking,medium,excellent,parallel computing,Business process analyst,BPA,no,Anthology,Technical,hard worker,yes,no,CRM Technical Developer
+3,3,5,1,no,yes,r programming,hacking,medium,medium,IOT,system developer,Service Based,yes,Fantasy,Management,smart worker,yes,no,CRM Technical Developer
+6,0,3,1,yes,yes,hadoop,hacking,excellent,poor,networks,security,SAaS services,no,History,Management,smart worker,yes,yes,CRM Technical Developer
+1,6,4,7,yes,yes,python,database security,excellent,excellent,programming,testing,Testing and Maintainance Services,no,Anthology,Management,smart worker,yes,yes,CRM Technical Developer
+3,3,3,8,yes,yes,full stack,testing,medium,excellent,Management,Business process analyst,Testing and Maintainance Services,no,Health,Technical,smart worker,yes,no,CRM Technical Developer
+4,3,3,3,yes,no,information security,cloud computing,excellent,medium,parallel computing,system developer,Service Based,no,Guide,Technical,hard worker,yes,no,CRM Technical Developer
+7,3,6,7,yes,no,python,web technologies,medium,excellent,data engineering,Business process analyst,Cloud Services,yes,Health,Technical,hard worker,yes,yes,CRM Technical Developer
+1,2,8,1,yes,no,shell programming,game development,poor,poor,hacking,cloud computing,Sales and Marketing,yes,Fantasy,Technical,smart worker,yes,no,CRM Technical Developer
+4,5,2,7,yes,no,python,system designing,medium,medium,hacking,Business process analyst,Testing and Maintainance Services,yes,Mystery,Management,smart worker,yes,no,CRM Technical Developer
+7,2,6,9,yes,yes,machine learning,game development,medium,excellent,IOT,developer,SAaS services,yes,Self help,Technical,smart worker,yes,yes,CRM Technical Developer
+1,6,4,4,no,yes,app development,web technologies,poor,poor,parallel computing,cloud computing,Product based,no,Action and Adventure,Management,smart worker,no,no,CRM Technical Developer
+1,2,8,2,no,yes,distro making,database security,medium,medium,Computer Architecture,testing,Product based,no,Anthology,Management,hard worker,no,no,CRM Technical Developer
+8,0,5,4,no,no,full stack,cloud computing,poor,excellent,Management,security,Service Based,yes,Journals,Technical,smart worker,no,yes,CRM Technical Developer
+6,4,1,3,yes,yes,shell programming,game development,excellent,poor,hacking,developer,Sales and Marketing,yes,Poetry,Technical,smart worker,no,no,CRM Technical Developer
+1,2,1,4,yes,yes,full stack,testing,poor,medium,Computer Architecture,developer,Sales and Marketing,yes,Satire,Technical,hard worker,yes,yes,CRM Technical Developer
+6,3,2,4,yes,no,python,database security,excellent,excellent,Computer Architecture,cloud computing,SAaS services,no,Action and Adventure,Technical,hard worker,no,no,CRM Technical Developer
+6,4,6,4,yes,no,python,testing,medium,excellent,parallel computing,Business process analyst,BPA,no,Travel,Technical,smart worker,yes,yes,CRM Technical Developer
+5,2,7,6,no,no,machine learning,cloud computing,poor,poor,hacking,developer,product development,yes,Math,Management,hard worker,yes,yes,CRM Technical Developer
+1,1,5,7,yes,no,machine learning,hacking,excellent,poor,parallel computing,cloud computing,product development,yes,Poetry,Management,smart worker,yes,no,CRM Technical Developer
+6,0,1,9,yes,no,r programming,testing,medium,excellent,networks,cloud computing,Service Based,yes,Trilogy,Management,hard worker,no,yes,CRM Technical Developer
+7,0,9,5,yes,no,information security,cloud computing,poor,medium,networks,testing,Web Services,no,Horror,Technical,smart worker,no,no,CRM Technical Developer
+8,2,4,4,yes,yes,distro making,data science,poor,excellent,data engineering,developer,SAaS services,yes,Comics,Technical,smart worker,no,yes,CRM Technical Developer
+4,2,4,8,no,no,r programming,web technologies,medium,poor,cloud computing,security,Testing and Maintainance Services,no,Journals,Management,smart worker,no,no,CRM Technical Developer
+9,1,8,6,yes,yes,distro making,hacking,poor,medium,programming,security,Testing and Maintainance Services,no,Action and Adventure,Management,hard worker,yes,yes,CRM Technical Developer
+1,5,5,7,yes,yes,machine learning,database security,excellent,excellent,programming,developer,Cloud Services,yes,Fantasy,Technical,smart worker,no,yes,CRM Technical Developer
+8,3,8,9,no,yes,hadoop,hacking,excellent,medium,cloud computing,Business process analyst,product development,no,Action and Adventure,Management,smart worker,yes,no,CRM Technical Developer
+6,6,6,4,yes,no,hadoop,data science,medium,poor,cloud computing,system developer,Product based,no,Guide,Management,hard worker,yes,no,CRM Technical Developer
+5,6,6,2,no,yes,hadoop,hacking,poor,poor,Management,Business process analyst,Testing and Maintainance Services,no,Cookbooks,Technical,smart worker,no,yes,CRM Technical Developer
+4,6,1,7,no,no,python,hacking,excellent,excellent,IOT,cloud computing,Cloud Services,yes,Travel,Technical,smart worker,yes,no,CRM Technical Developer
+1,5,7,7,no,yes,distro making,web technologies,excellent,excellent,programming,cloud computing,Cloud Services,no,Autobiographies,Technical,smart worker,no,no,CRM Technical Developer
+5,0,8,3,yes,no,information security,cloud computing,medium,medium,cloud computing,security,SAaS services,yes,Diaries,Management,smart worker,no,yes,CRM Technical Developer
+4,3,5,7,no,yes,full stack,cloud computing,medium,excellent,hacking,testing,Sales and Marketing,no,Drama,Technical,hard worker,yes,yes,CRM Technical Developer
+8,6,8,8,no,yes,information security,cloud computing,poor,poor,hacking,Business process analyst,Cloud Services,no,Travel,Technical,hard worker,no,yes,CRM Technical Developer
+9,1,5,7,no,yes,distro making,system designing,excellent,poor,networks,system developer,Product based,no,Health,Technical,smart worker,yes,no,CRM Technical Developer
+2,1,8,1,no,yes,machine learning,testing,medium,poor,Software Engineering,system developer,Web Services,no,Health,Technical,smart worker,yes,yes,CRM Technical Developer
+2,5,9,3,no,yes,r programming,system designing,poor,excellent,data engineering,security,Cloud Services,yes,Drama,Management,smart worker,no,no,CRM Technical Developer
+6,6,3,3,yes,no,r programming,system designing,poor,poor,programming,testing,Service Based,yes,Satire,Technical,smart worker,yes,yes,CRM Technical Developer
+9,2,1,8,yes,yes,shell programming,game development,medium,poor,networks,cloud computing,Sales and Marketing,no,Comics,Management,smart worker,no,yes,CRM Technical Developer
+1,5,8,8,yes,no,information security,cloud computing,poor,medium,programming,testing,Finance,yes,Action and Adventure,Management,smart worker,yes,yes,CRM Technical Developer
+2,2,2,9,yes,no,full stack,system designing,medium,excellent,Computer Architecture,security,Testing and Maintainance Services,yes,Dictionaries,Technical,hard worker,yes,no,CRM Technical Developer
+3,0,3,8,no,no,shell programming,web technologies,medium,medium,Software Engineering,system developer,Testing and Maintainance Services,no,Childrens,Management,smart worker,yes,yes,CRM Technical Developer
+8,2,1,2,yes,yes,app development,database security,excellent,excellent,Software Engineering,Business process analyst,Service Based,yes,Diaries,Management,smart worker,yes,no,CRM Technical Developer
+4,0,1,5,yes,yes,python,system designing,medium,medium,Computer Architecture,testing,Cloud Services,no,Science fiction,Management,smart worker,no,yes,CRM Technical Developer
+2,0,4,2,no,no,hadoop,database security,medium,poor,hacking,testing,SAaS services,yes,Drama,Technical,smart worker,yes,yes,CRM Technical Developer
+6,2,6,8,yes,no,python,database security,poor,medium,Computer Architecture,system developer,Product based,no,Health,Technical,hard worker,no,yes,CRM Technical Developer
+9,0,7,5,yes,no,r programming,hacking,medium,poor,programming,developer,Service Based,no,Diaries,Management,hard worker,no,yes,CRM Technical Developer
+5,4,5,2,yes,no,app development,web technologies,excellent,poor,Computer Architecture,developer,Cloud Services,no,Poetry,Management,smart worker,no,yes,CRM Technical Developer
+3,5,5,8,yes,no,distro making,web technologies,poor,medium,networks,cloud computing,product development,no,Anthology,Technical,smart worker,yes,no,CRM Technical Developer
+4,0,4,4,no,no,information security,game development,excellent,poor,Management,cloud computing,Product based,no,Religion-Spirituality,Technical,smart worker,yes,no,CRM Technical Developer
+1,4,4,4,yes,no,distro making,cloud computing,medium,medium,data engineering,developer,Product based,yes,Action and Adventure,Management,hard worker,yes,no,CRM Technical Developer
+9,5,3,3,yes,no,app development,testing,poor,poor,Management,developer,Product based,yes,Romance,Technical,hard worker,no,no,CRM Technical Developer
+4,5,8,5,yes,yes,python,system designing,excellent,medium,Software Engineering,cloud computing,Finance,yes,Prayer books,Technical,hard worker,yes,yes,CRM Technical Developer
+7,1,9,2,yes,no,full stack,database security,poor,medium,Computer Architecture,system developer,product development,no,Art,Technical,hard worker,no,yes,CRM Technical Developer
+7,1,2,2,yes,no,hadoop,web technologies,excellent,excellent,data engineering,security,Cloud Services,no,Satire,Management,hard worker,yes,yes,CRM Technical Developer
+9,5,4,5,yes,no,app development,web technologies,medium,excellent,Software Engineering,testing,Product based,no,Horror,Management,smart worker,yes,no,CRM Technical Developer
+8,4,9,3,no,yes,python,system designing,medium,excellent,hacking,developer,Testing and Maintainance Services,yes,Health,Management,hard worker,yes,yes,CRM Technical Developer
+4,1,6,8,no,no,machine learning,game development,excellent,poor,cloud computing,system developer,Web Services,no,History,Management,smart worker,yes,no,CRM Technical Developer
+4,6,4,9,yes,yes,hadoop,system designing,poor,excellent,Software Engineering,Business process analyst,BPA,yes,Guide,Technical,smart worker,no,yes,CRM Technical Developer
+1,0,8,6,no,yes,machine learning,game development,medium,medium,Computer Architecture,developer,BPA,yes,Mystery,Technical,hard worker,yes,no,CRM Technical Developer
+7,3,6,5,yes,yes,full stack,system designing,excellent,excellent,cloud computing,developer,product development,yes,Biographies,Technical,smart worker,no,yes,CRM Technical Developer
+9,3,9,5,yes,no,app development,web technologies,excellent,medium,Computer Architecture,cloud computing,Product based,no,Dictionaries,Management,hard worker,no,no,CRM Technical Developer
+4,5,5,1,yes,yes,shell programming,game development,poor,medium,programming,Business process analyst,SAaS services,yes,Travel,Technical,smart worker,yes,yes,CRM Technical Developer
+7,3,2,2,no,yes,information security,system designing,poor,medium,data engineering,system developer,Testing and Maintainance Services,yes,Mystery,Management,hard worker,no,yes,CRM Technical Developer
+4,2,4,8,yes,no,machine learning,web technologies,medium,poor,IOT,security,product development,no,Diaries,Management,hard worker,no,no,CRM Technical Developer
+7,1,2,7,no,yes,shell programming,testing,excellent,medium,cloud computing,system developer,Sales and Marketing,yes,Cookbooks,Management,hard worker,yes,yes,CRM Technical Developer
+1,4,2,9,no,yes,full stack,web technologies,excellent,medium,hacking,security,BPA,no,Satire,Management,smart worker,yes,no,CRM Technical Developer
+3,4,6,4,yes,no,full stack,system designing,excellent,excellent,networks,developer,Service Based,yes,Horror,Management,hard worker,yes,no,CRM Technical Developer
+3,6,7,3,yes,no,app development,game development,medium,poor,Computer Architecture,testing,product development,yes,Fantasy,Technical,smart worker,yes,no,CRM Technical Developer
+5,5,5,3,no,yes,r programming,web technologies,medium,medium,Computer Architecture,security,Finance,no,Dictionaries,Technical,smart worker,yes,no,CRM Technical Developer
+7,5,6,7,no,no,information security,hacking,medium,poor,programming,cloud computing,Testing and Maintainance Services,no,Fantasy,Technical,smart worker,yes,no,CRM Technical Developer
+2,1,7,1,no,yes,information security,system designing,excellent,poor,Management,developer,Finance,no,Horror,Technical,smart worker,no,no,CRM Technical Developer
+8,3,5,7,no,yes,r programming,web technologies,medium,poor,parallel computing,testing,Sales and Marketing,no,Satire,Technical,smart worker,no,yes,CRM Technical Developer
+5,3,9,4,no,no,shell programming,database security,poor,medium,Computer Architecture,security,BPA,no,History,Technical,hard worker,yes,no,CRM Technical Developer
+9,1,2,9,no,yes,information security,hacking,poor,poor,programming,security,product development,no,Math,Management,hard worker,no,no,CRM Technical Developer
+2,4,9,1,yes,yes,hadoop,database security,excellent,excellent,cloud computing,developer,Sales and Marketing,yes,Trilogy,Management,smart worker,yes,yes,CRM Technical Developer
+1,1,8,6,no,yes,machine learning,cloud computing,poor,medium,parallel computing,developer,Product based,no,History,Management,smart worker,no,yes,CRM Technical Developer
+4,3,9,7,no,yes,information security,testing,poor,excellent,parallel computing,system developer,BPA,yes,Series,Management,smart worker,yes,yes,CRM Technical Developer
+7,5,3,2,yes,no,app development,cloud computing,poor,poor,IOT,system developer,Product based,no,Series,Technical,hard worker,yes,yes,CRM Technical Developer
+8,4,6,1,no,yes,machine learning,game development,medium,medium,Computer Architecture,security,Testing and Maintainance Services,yes,Health,Technical,hard worker,yes,no,CRM Technical Developer
+3,2,1,8,yes,no,r programming,hacking,poor,poor,Software Engineering,system developer,Cloud Services,yes,Math,Management,smart worker,yes,no,CRM Technical Developer
+5,0,7,1,yes,yes,python,hacking,medium,medium,hacking,cloud computing,Product based,yes,Romance,Management,smart worker,yes,no,CRM Technical Developer
+9,6,9,1,no,yes,app development,testing,medium,medium,Management,security,SAaS services,yes,Horror,Management,smart worker,no,yes,CRM Technical Developer
+6,4,1,9,no,yes,shell programming,cloud computing,excellent,medium,programming,testing,Web Services,no,Self help,Management,hard worker,yes,no,CRM Technical Developer
+2,2,9,8,no,no,distro making,data science,medium,poor,programming,developer,SAaS services,yes,Autobiographies,Technical,smart worker,no,yes,CRM Technical Developer
+7,6,4,8,no,yes,r programming,database security,poor,excellent,data engineering,Business process analyst,Service Based,yes,Childrens,Management,smart worker,yes,no,CRM Technical Developer
+4,0,4,8,yes,yes,shell programming,cloud computing,excellent,excellent,cloud computing,system developer,Web Services,no,Prayer books,Management,hard worker,yes,no,Database Developer
+3,2,3,3,no,yes,r programming,cloud computing,excellent,poor,parallel computing,security,BPA,no,Drama,Technical,hard worker,yes,yes,Database Developer
+5,0,2,5,yes,yes,app development,game development,medium,poor,parallel computing,security,Product based,no,Journals,Technical,hard worker,yes,no,Database Developer
+2,0,1,4,no,no,hadoop,testing,poor,poor,networks,security,product development,yes,Fantasy,Management,smart worker,yes,no,Database Developer
+3,5,4,9,yes,no,hadoop,system designing,excellent,poor,networks,testing,Product based,no,Trilogy,Management,hard worker,no,yes,Database Developer
+6,0,6,1,no,yes,full stack,data science,medium,excellent,data engineering,Business process analyst,Finance,yes,Science,Technical,smart worker,no,no,Database Developer
+9,6,5,9,no,yes,distro making,web technologies,excellent,excellent,Software Engineering,Business process analyst,Finance,no,Guide,Management,hard worker,no,yes,Database Developer
+5,3,7,6,yes,yes,python,game development,medium,poor,parallel computing,testing,Testing and Maintainance Services,yes,Anthology,Management,hard worker,yes,yes,Database Developer
+7,1,2,3,yes,yes,machine learning,game development,poor,excellent,IOT,Business process analyst,Sales and Marketing,yes,Poetry,Technical,smart worker,yes,no,Database Developer
+3,5,9,2,yes,yes,shell programming,database security,excellent,medium,parallel computing,developer,Testing and Maintainance Services,yes,Religion-Spirituality,Management,hard worker,yes,no,Database Developer
+9,6,7,5,no,no,distro making,cloud computing,excellent,poor,cloud computing,testing,product development,yes,Diaries,Technical,smart worker,yes,yes,Database Developer
+8,4,1,2,no,yes,r programming,cloud computing,excellent,medium,data engineering,system developer,SAaS services,no,Horror,Management,smart worker,no,yes,Database Developer
+4,6,9,5,no,yes,hadoop,cloud computing,poor,poor,Computer Architecture,developer,Web Services,no,Comics,Technical,hard worker,no,yes,Database Developer
+7,5,8,1,yes,yes,full stack,system designing,medium,excellent,Software Engineering,system developer,Web Services,yes,Biographies,Technical,hard worker,no,no,Database Developer
+8,5,5,6,yes,yes,hadoop,game development,excellent,excellent,data engineering,security,Web Services,no,Prayer books,Technical,hard worker,no,no,Database Developer
+7,6,3,7,yes,no,python,game development,medium,poor,data engineering,developer,Sales and Marketing,no,Fantasy,Technical,smart worker,no,yes,Database Developer
+6,6,5,6,no,no,hadoop,web technologies,excellent,poor,cloud computing,Business process analyst,Web Services,no,Prayer books,Management,smart worker,yes,yes,Database Developer
+2,6,1,7,yes,no,shell programming,hacking,medium,poor,Software Engineering,testing,Service Based,yes,Autobiographies,Management,hard worker,yes,yes,Database Developer
+5,0,5,3,yes,no,r programming,cloud computing,excellent,excellent,programming,cloud computing,Service Based,yes,Mystery,Management,hard worker,yes,yes,Database Developer
+6,5,8,3,no,yes,r programming,web technologies,excellent,poor,networks,Business process analyst,Product based,yes,Romance,Management,hard worker,yes,no,Database Developer
+4,0,5,3,yes,yes,information security,data science,poor,medium,parallel computing,security,Sales and Marketing,yes,Satire,Management,hard worker,yes,no,Database Developer
+5,5,7,1,yes,yes,hadoop,game development,poor,poor,data engineering,cloud computing,Cloud Services,no,Guide,Management,smart worker,yes,yes,Database Developer
+8,0,2,3,no,no,python,system designing,poor,medium,cloud computing,system developer,SAaS services,no,Math,Technical,smart worker,no,no,Database Developer
+6,6,1,5,yes,yes,r programming,web technologies,poor,excellent,cloud computing,developer,Service Based,no,Guide,Technical,hard worker,yes,yes,Database Developer
+3,0,6,1,no,no,shell programming,hacking,medium,poor,parallel computing,security,product development,no,Travel,Technical,smart worker,yes,no,Database Developer
+7,3,4,3,yes,no,python,data science,excellent,excellent,Software Engineering,developer,Cloud Services,no,Series,Technical,smart worker,yes,yes,Database Developer
+6,4,1,7,no,no,machine learning,cloud computing,excellent,medium,networks,system developer,product development,yes,Guide,Management,hard worker,no,no,Database Developer
+3,4,3,3,yes,no,information security,cloud computing,poor,poor,Computer Architecture,Business process analyst,product development,no,Comics,Management,smart worker,yes,yes,Database Developer
+6,5,1,4,no,yes,distro making,database security,excellent,poor,hacking,Business process analyst,SAaS services,no,Diaries,Technical,smart worker,yes,yes,Database Developer
+7,0,4,7,yes,yes,shell programming,testing,excellent,poor,networks,security,Web Services,no,Poetry,Technical,smart worker,yes,yes,Database Developer
+4,5,9,5,no,no,python,system designing,poor,poor,data engineering,testing,product development,no,Cookbooks,Management,hard worker,no,no,Database Developer
+9,2,6,9,yes,no,distro making,game development,medium,excellent,Software Engineering,system developer,Finance,yes,Health,Technical,hard worker,yes,yes,Database Developer
+3,5,5,1,no,yes,python,data science,medium,poor,data engineering,system developer,product development,no,Comics,Technical,smart worker,yes,no,Database Developer
+7,5,5,5,no,no,machine learning,system designing,excellent,medium,IOT,cloud computing,product development,yes,Self help,Technical,hard worker,yes,no,Database Developer
+6,5,5,5,yes,yes,shell programming,hacking,poor,poor,Management,security,BPA,yes,Guide,Management,smart worker,yes,yes,Database Developer
+3,6,3,5,no,yes,full stack,game development,poor,medium,data engineering,developer,Finance,no,Prayer books,Management,hard worker,no,yes,Database Developer
+9,0,7,9,no,no,full stack,cloud computing,excellent,medium,cloud computing,Business process analyst,BPA,yes,Series,Management,smart worker,no,no,Database Developer
+9,5,6,3,yes,no,information security,testing,excellent,excellent,programming,system developer,Testing and Maintainance Services,yes,Horror,Technical,hard worker,no,no,Database Developer
+2,1,3,6,yes,yes,r programming,testing,excellent,medium,IOT,cloud computing,Cloud Services,no,Dictionaries,Technical,smart worker,yes,no,Database Developer
+9,0,6,3,no,yes,r programming,hacking,medium,excellent,data engineering,cloud computing,Product based,no,Childrens,Technical,smart worker,no,no,Database Developer
+5,5,9,7,yes,yes,information security,data science,medium,poor,networks,testing,BPA,yes,Science,Technical,hard worker,yes,yes,Database Developer
+7,1,1,7,yes,yes,information security,data science,poor,poor,hacking,security,SAaS services,no,Anthology,Management,hard worker,yes,yes,Database Developer
+2,3,9,9,yes,yes,machine learning,testing,excellent,medium,hacking,cloud computing,BPA,no,Religion-Spirituality,Management,smart worker,no,yes,Database Developer
+6,5,2,6,yes,yes,machine learning,hacking,poor,excellent,hacking,system developer,Finance,yes,Fantasy,Management,hard worker,no,yes,Database Developer
+2,1,7,5,no,yes,full stack,hacking,medium,excellent,networks,testing,Sales and Marketing,yes,Fantasy,Management,smart worker,yes,no,Database Developer
+6,4,1,4,no,no,r programming,hacking,poor,medium,Management,system developer,Web Services,no,Drama,Management,hard worker,yes,no,Database Developer
+8,2,8,1,yes,yes,app development,web technologies,excellent,poor,Computer Architecture,cloud computing,Product based,yes,Horror,Management,smart worker,no,yes,Database Developer
+2,0,6,5,yes,yes,machine learning,testing,medium,poor,data engineering,testing,Web Services,no,Journals,Management,smart worker,yes,no,Database Developer
+9,0,5,3,no,no,information security,database security,poor,excellent,cloud computing,system developer,Product based,yes,Comics,Technical,hard worker,yes,no,Database Developer
+6,2,1,2,yes,no,machine learning,testing,poor,poor,data engineering,developer,Cloud Services,no,Diaries,Management,smart worker,yes,yes,Database Developer
+7,5,3,3,no,yes,distro making,testing,medium,medium,programming,developer,Finance,no,Series,Technical,hard worker,no,no,Database Developer
+7,5,5,1,yes,yes,r programming,cloud computing,poor,poor,parallel computing,developer,product development,yes,Action and Adventure,Technical,smart worker,yes,yes,Database Developer
+2,3,2,9,yes,no,shell programming,data science,medium,medium,Software Engineering,cloud computing,Product based,yes,Prayer books,Technical,hard worker,no,yes,Database Developer
+6,5,6,8,no,no,machine learning,cloud computing,poor,excellent,Management,developer,Cloud Services,yes,Horror,Technical,smart worker,no,no,Database Developer
+5,2,8,6,no,no,app development,database security,poor,medium,hacking,Business process analyst,product development,yes,Romance,Management,smart worker,no,no,Database Developer
+6,4,5,4,yes,no,r programming,database security,medium,poor,programming,system developer,product development,no,Journals,Management,hard worker,no,no,Database Developer
+4,0,2,8,no,yes,machine learning,game development,medium,excellent,Management,testing,Finance,yes,Math,Technical,smart worker,yes,yes,Database Developer
+9,0,6,2,no,no,machine learning,database security,poor,poor,hacking,system developer,Service Based,no,Science,Management,smart worker,no,yes,Database Developer
+2,0,1,1,yes,no,machine learning,web technologies,medium,poor,parallel computing,cloud computing,Finance,yes,Health,Management,smart worker,no,yes,Database Developer
+3,6,2,7,yes,yes,information security,data science,poor,excellent,data engineering,cloud computing,Testing and Maintainance Services,yes,History,Management,hard worker,yes,yes,Database Developer
+3,3,6,1,no,no,information security,hacking,medium,excellent,IOT,security,BPA,yes,Fantasy,Management,smart worker,no,no,Database Developer
+9,0,1,5,yes,yes,distro making,cloud computing,excellent,medium,networks,Business process analyst,Finance,yes,Childrens,Management,hard worker,no,no,Database Developer
+1,1,4,8,yes,yes,app development,system designing,poor,excellent,Management,system developer,Sales and Marketing,no,Horror,Management,smart worker,no,no,Database Developer
+7,6,7,8,no,yes,python,database security,poor,excellent,hacking,testing,Finance,yes,Satire,Management,hard worker,no,no,Database Developer
+4,1,6,9,yes,yes,full stack,game development,medium,medium,Software Engineering,security,Sales and Marketing,yes,Travel,Technical,smart worker,no,yes,Database Developer
+9,5,2,8,no,yes,information security,system designing,poor,medium,hacking,system developer,SAaS services,yes,Religion-Spirituality,Technical,hard worker,no,no,Database Developer
+3,0,5,1,no,yes,hadoop,web technologies,poor,medium,programming,Business process analyst,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,no,yes,Database Developer
+1,5,8,9,yes,no,distro making,system designing,excellent,excellent,parallel computing,Business process analyst,Testing and Maintainance Services,yes,Childrens,Management,smart worker,no,no,Database Developer
+1,2,3,6,yes,no,r programming,data science,medium,medium,programming,developer,Cloud Services,no,Journals,Management,hard worker,yes,no,Database Developer
+7,1,5,6,yes,yes,distro making,testing,poor,medium,Software Engineering,testing,SAaS services,yes,Horror,Technical,hard worker,yes,yes,Database Developer
+9,4,8,1,no,yes,information security,cloud computing,excellent,poor,IOT,security,Finance,no,Fantasy,Management,hard worker,yes,yes,Database Developer
+1,4,5,9,no,yes,hadoop,data science,poor,medium,Software Engineering,cloud computing,SAaS services,yes,Science fiction,Technical,hard worker,yes,yes,Database Developer
+9,0,9,6,no,no,information security,testing,medium,excellent,parallel computing,testing,Service Based,no,Trilogy,Technical,smart worker,no,yes,Database Developer
+7,4,1,9,no,yes,python,web technologies,medium,excellent,networks,system developer,Web Services,yes,Health,Management,smart worker,no,yes,Database Developer
+8,1,2,9,no,no,r programming,testing,excellent,poor,parallel computing,testing,Product based,yes,Diaries,Technical,smart worker,yes,yes,Database Developer
+6,3,4,6,no,no,r programming,game development,poor,poor,hacking,system developer,SAaS services,yes,Action and Adventure,Management,hard worker,no,yes,Database Developer
+8,0,6,6,yes,no,r programming,game development,excellent,medium,data engineering,system developer,Web Services,no,Childrens,Technical,hard worker,no,yes,Database Developer
+6,4,9,1,yes,yes,app development,testing,poor,poor,parallel computing,developer,Testing and Maintainance Services,yes,Math,Management,smart worker,yes,no,Database Developer
+3,5,9,5,yes,yes,shell programming,web technologies,poor,poor,Management,Business process analyst,Service Based,no,Health,Management,smart worker,yes,yes,Database Developer
+3,1,4,9,yes,yes,information security,system designing,medium,poor,cloud computing,developer,Cloud Services,yes,Self help,Technical,hard worker,yes,yes,Database Developer
+2,1,7,7,no,yes,r programming,game development,medium,excellent,parallel computing,cloud computing,Service Based,yes,Guide,Management,hard worker,no,yes,Database Developer
+8,1,7,5,no,yes,information security,database security,excellent,poor,networks,security,Sales and Marketing,no,Diaries,Technical,smart worker,no,no,Database Developer
+2,4,5,3,no,yes,shell programming,cloud computing,medium,medium,Software Engineering,developer,Finance,yes,Science fiction,Technical,smart worker,no,no,Database Developer
+4,6,2,8,no,no,distro making,web technologies,medium,poor,parallel computing,system developer,SAaS services,no,Romance,Management,hard worker,no,no,Database Developer
+8,1,8,4,yes,no,python,system designing,excellent,medium,IOT,system developer,Service Based,yes,Poetry,Technical,smart worker,no,yes,Database Developer
+2,0,3,4,no,yes,machine learning,system designing,excellent,medium,IOT,security,product development,no,Mystery,Technical,smart worker,no,no,Database Developer
+4,6,8,1,yes,no,app development,testing,medium,excellent,programming,security,Service Based,no,Trilogy,Technical,hard worker,yes,no,Database Developer
+1,4,3,3,no,yes,shell programming,cloud computing,excellent,poor,Software Engineering,developer,Finance,yes,Cookbooks,Technical,smart worker,yes,yes,Database Developer
+3,6,9,3,no,yes,python,cloud computing,excellent,medium,Computer Architecture,Business process analyst,Finance,yes,Satire,Management,hard worker,yes,yes,Database Developer
+6,2,1,7,yes,yes,full stack,game development,poor,excellent,data engineering,Business process analyst,Web Services,no,Poetry,Management,hard worker,no,no,Database Developer
+5,0,9,3,no,yes,distro making,system designing,medium,excellent,networks,developer,Product based,yes,Health,Technical,hard worker,yes,yes,Database Developer
+2,1,3,7,yes,yes,machine learning,system designing,medium,excellent,programming,cloud computing,Sales and Marketing,yes,Anthology,Management,smart worker,no,no,Database Developer
+4,3,8,8,yes,no,hadoop,game development,medium,excellent,networks,cloud computing,Finance,yes,Prayer books,Technical,smart worker,no,yes,Database Developer
+7,5,7,5,yes,no,hadoop,web technologies,medium,poor,Computer Architecture,security,Testing and Maintainance Services,yes,Fantasy,Technical,hard worker,no,no,Database Developer
+5,4,7,7,no,no,hadoop,database security,medium,excellent,data engineering,developer,Service Based,no,Trilogy,Management,smart worker,no,yes,Database Developer
+6,4,2,5,yes,no,r programming,system designing,medium,medium,cloud computing,system developer,Service Based,no,Drama,Technical,hard worker,yes,yes,Database Developer
+2,3,6,3,no,no,hadoop,testing,excellent,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Journals,Technical,hard worker,no,yes,Database Developer
+6,3,6,6,yes,yes,full stack,hacking,poor,poor,Software Engineering,testing,Product based,no,Travel,Management,smart worker,no,no,Database Developer
+2,1,7,7,yes,yes,app development,data science,medium,medium,parallel computing,cloud computing,product development,yes,Horror,Technical,smart worker,yes,yes,Database Developer
+1,3,5,5,yes,yes,r programming,web technologies,excellent,excellent,programming,developer,Product based,yes,Science,Technical,smart worker,yes,no,Database Developer
+6,4,4,6,no,yes,shell programming,game development,excellent,poor,hacking,security,product development,no,Encyclopedias,Management,smart worker,no,yes,Database Developer
+1,1,2,2,yes,no,r programming,cloud computing,medium,poor,Software Engineering,security,Cloud Services,yes,Drama,Technical,hard worker,yes,yes,Database Developer
+7,4,8,2,no,no,r programming,system designing,poor,poor,Computer Architecture,testing,Service Based,yes,Drama,Management,smart worker,yes,yes,Database Developer
+1,0,3,9,no,no,app development,data science,poor,poor,Management,testing,Testing and Maintainance Services,no,Science fiction,Technical,smart worker,yes,no,Database Developer
+8,5,5,6,yes,yes,r programming,hacking,excellent,poor,Software Engineering,cloud computing,Service Based,no,Guide,Technical,smart worker,no,no,Database Developer
+2,2,5,9,no,no,hadoop,database security,medium,poor,parallel computing,system developer,BPA,no,Horror,Management,smart worker,no,yes,Database Developer
+9,3,7,1,yes,no,python,hacking,medium,poor,Software Engineering,Business process analyst,Cloud Services,yes,Horror,Management,smart worker,yes,yes,Database Developer
+3,4,1,6,no,yes,full stack,web technologies,poor,excellent,Software Engineering,developer,SAaS services,no,Biographies,Management,smart worker,yes,yes,Database Developer
+8,1,9,6,yes,no,python,web technologies,medium,poor,Management,cloud computing,Sales and Marketing,yes,Diaries,Management,smart worker,no,yes,Database Developer
+4,4,4,2,yes,yes,information security,hacking,medium,medium,Software Engineering,developer,Product based,no,Science,Management,smart worker,no,no,Database Developer
+9,6,4,9,no,no,shell programming,hacking,poor,poor,data engineering,cloud computing,Service Based,yes,Health,Technical,smart worker,no,no,Database Developer
+4,1,8,8,no,no,app development,system designing,medium,poor,parallel computing,testing,Service Based,no,Poetry,Technical,hard worker,yes,yes,Database Developer
+6,3,6,6,yes,yes,python,web technologies,excellent,medium,data engineering,cloud computing,Web Services,yes,Biographies,Management,smart worker,no,no,Database Developer
+4,0,5,5,yes,yes,full stack,data science,excellent,excellent,Software Engineering,cloud computing,Web Services,no,Self help,Technical,smart worker,yes,no,Database Developer
+4,5,6,5,no,yes,machine learning,testing,medium,medium,Software Engineering,developer,Finance,yes,Comics,Management,hard worker,no,no,Database Developer
+5,6,7,7,no,yes,full stack,cloud computing,medium,medium,data engineering,system developer,Product based,no,Math,Technical,smart worker,no,no,Database Developer
+6,2,4,8,yes,yes,machine learning,database security,poor,excellent,Computer Architecture,cloud computing,Web Services,yes,Horror,Management,hard worker,yes,no,Database Developer
+3,6,4,1,yes,yes,hadoop,system designing,poor,excellent,hacking,Business process analyst,Web Services,yes,Encyclopedias,Management,smart worker,no,no,Database Developer
+6,1,6,3,no,no,python,game development,medium,medium,Software Engineering,cloud computing,Product based,no,Art,Technical,hard worker,yes,no,Database Developer
+5,5,5,7,yes,yes,distro making,game development,poor,medium,Management,Business process analyst,product development,no,Cookbooks,Technical,smart worker,no,no,Database Developer
+7,4,9,5,yes,yes,shell programming,system designing,excellent,medium,data engineering,system developer,Cloud Services,yes,Guide,Management,smart worker,yes,no,Database Developer
+7,1,9,3,yes,yes,shell programming,data science,poor,poor,networks,cloud computing,SAaS services,yes,Poetry,Technical,smart worker,no,no,Database Developer
+5,6,1,1,yes,yes,r programming,web technologies,excellent,poor,hacking,security,Web Services,no,Health,Technical,hard worker,no,yes,Database Developer
+1,2,2,7,yes,yes,r programming,data science,medium,excellent,data engineering,system developer,Finance,no,Guide,Technical,hard worker,no,no,Database Developer
+2,0,1,2,yes,no,python,system designing,excellent,excellent,cloud computing,testing,Cloud Services,yes,Science fiction,Management,smart worker,no,no,Database Developer
+5,6,6,1,no,no,full stack,cloud computing,poor,excellent,Management,Business process analyst,Sales and Marketing,yes,Trilogy,Technical,smart worker,yes,no,Database Developer
+3,6,5,6,no,no,distro making,hacking,excellent,excellent,Software Engineering,system developer,Cloud Services,no,Diaries,Management,hard worker,no,no,Database Developer
+7,3,4,9,no,yes,app development,game development,excellent,excellent,networks,testing,Finance,no,Satire,Technical,hard worker,no,no,Database Developer
+7,4,9,6,yes,yes,hadoop,game development,poor,medium,Software Engineering,Business process analyst,Service Based,no,Trilogy,Management,smart worker,no,no,Database Developer
+5,2,3,9,yes,no,r programming,hacking,excellent,poor,Management,cloud computing,SAaS services,yes,Travel,Management,smart worker,yes,yes,Database Developer
+3,2,1,2,no,yes,distro making,hacking,medium,medium,parallel computing,testing,Product based,yes,History,Management,smart worker,yes,no,Database Developer
+8,2,8,4,no,yes,shell programming,database security,poor,excellent,data engineering,Business process analyst,Cloud Services,yes,Journals,Technical,hard worker,yes,yes,Database Developer
+9,6,7,5,no,no,r programming,database security,medium,excellent,Management,testing,Product based,no,Series,Management,hard worker,yes,yes,Database Developer
+7,1,2,9,yes,yes,full stack,system designing,medium,poor,Software Engineering,testing,product development,yes,Science,Management,smart worker,yes,no,Database Developer
+6,1,2,6,no,no,r programming,game development,excellent,excellent,data engineering,testing,product development,no,Dictionaries,Management,smart worker,no,no,Database Developer
+3,6,3,9,yes,yes,distro making,cloud computing,poor,medium,programming,security,SAaS services,yes,Autobiographies,Management,hard worker,no,yes,Database Developer
+2,3,7,1,yes,no,full stack,testing,medium,excellent,networks,system developer,Web Services,no,Autobiographies,Management,smart worker,yes,no,Database Developer
+4,4,4,4,yes,yes,distro making,hacking,poor,medium,programming,security,BPA,yes,Dictionaries,Management,smart worker,no,no,Database Developer
+8,0,6,2,yes,no,information security,system designing,poor,excellent,data engineering,Business process analyst,Web Services,no,Anthology,Technical,hard worker,no,no,Database Developer
+6,1,1,7,yes,no,full stack,system designing,poor,medium,cloud computing,cloud computing,Sales and Marketing,no,Comics,Management,smart worker,yes,no,Database Developer
+1,5,3,4,yes,no,distro making,hacking,excellent,excellent,hacking,system developer,Product based,yes,Series,Management,hard worker,yes,no,Database Developer
+4,6,3,7,yes,no,distro making,system designing,poor,medium,IOT,testing,Finance,yes,Mystery,Management,hard worker,no,yes,Database Developer
+4,4,3,1,yes,yes,distro making,testing,excellent,poor,data engineering,Business process analyst,BPA,yes,Health,Technical,smart worker,yes,yes,Database Developer
+7,3,3,2,yes,yes,r programming,hacking,poor,excellent,cloud computing,system developer,SAaS services,no,Guide,Technical,smart worker,yes,no,Database Developer
+3,2,8,5,yes,yes,hadoop,game development,medium,excellent,Software Engineering,Business process analyst,Service Based,yes,Cookbooks,Technical,hard worker,yes,yes,Database Developer
+2,1,5,6,yes,yes,hadoop,database security,poor,poor,networks,system developer,SAaS services,no,Fantasy,Management,smart worker,yes,yes,Database Developer
+6,6,4,7,yes,no,full stack,data science,medium,excellent,hacking,testing,Sales and Marketing,no,Math,Management,hard worker,no,yes,Database Developer
+8,4,2,8,yes,no,hadoop,system designing,medium,poor,networks,cloud computing,Finance,yes,Comics,Management,smart worker,yes,no,Database Developer
+3,4,9,4,no,no,information security,data science,poor,medium,IOT,cloud computing,Cloud Services,yes,Drama,Management,smart worker,yes,no,Database Developer
+1,4,1,7,yes,no,information security,hacking,excellent,medium,data engineering,testing,SAaS services,no,History,Management,hard worker,no,yes,Database Developer
+9,2,8,7,yes,yes,hadoop,hacking,medium,poor,data engineering,testing,Testing and Maintainance Services,no,Self help,Management,hard worker,yes,yes,Database Developer
+6,6,5,6,yes,yes,r programming,database security,poor,medium,Software Engineering,system developer,Service Based,yes,Series,Management,hard worker,yes,yes,Database Developer
+9,2,3,5,no,yes,hadoop,cloud computing,medium,excellent,parallel computing,system developer,Finance,no,Guide,Technical,hard worker,no,yes,Database Developer
+8,6,5,4,no,yes,hadoop,system designing,excellent,medium,programming,testing,SAaS services,yes,Diaries,Management,smart worker,no,no,Database Developer
+8,2,7,3,no,no,app development,web technologies,excellent,medium,cloud computing,testing,Service Based,yes,Self help,Management,hard worker,yes,yes,Database Developer
+2,2,3,1,no,no,r programming,data science,poor,medium,programming,cloud computing,BPA,yes,Mystery,Technical,hard worker,yes,no,Database Developer
+3,2,7,9,no,yes,full stack,cloud computing,excellent,medium,Software Engineering,testing,Finance,yes,Fantasy,Technical,hard worker,yes,no,Database Developer
+4,0,5,7,yes,no,r programming,hacking,excellent,poor,parallel computing,cloud computing,product development,yes,Self help,Technical,smart worker,yes,no,Database Developer
+5,0,8,6,yes,no,information security,cloud computing,poor,medium,parallel computing,testing,Finance,no,Journals,Management,smart worker,no,yes,Database Developer
+2,5,3,9,yes,no,hadoop,web technologies,medium,medium,Software Engineering,cloud computing,Web Services,yes,Drama,Management,hard worker,yes,yes,Database Developer
+4,1,1,1,no,no,information security,database security,medium,poor,Computer Architecture,cloud computing,Web Services,yes,Diaries,Technical,hard worker,no,no,Database Developer
+2,5,2,2,no,no,python,testing,poor,medium,IOT,testing,Sales and Marketing,no,Comics,Technical,smart worker,no,no,Database Developer
+6,0,2,7,no,yes,python,database security,excellent,poor,Software Engineering,developer,Web Services,yes,Health,Technical,hard worker,no,yes,Database Developer
+1,2,8,8,no,yes,information security,system designing,poor,poor,IOT,developer,Web Services,no,Cookbooks,Management,smart worker,no,yes,Database Developer
+1,5,2,8,no,no,python,system designing,excellent,excellent,parallel computing,developer,SAaS services,yes,Math,Technical,hard worker,no,yes,Database Developer
+6,5,7,2,no,no,r programming,database security,excellent,poor,networks,testing,Web Services,yes,Self help,Management,hard worker,yes,yes,Database Developer
+9,3,5,2,yes,yes,machine learning,game development,medium,poor,cloud computing,security,Testing and Maintainance Services,yes,Science,Management,hard worker,no,yes,Database Developer
+2,6,3,5,no,no,python,cloud computing,medium,medium,networks,system developer,Cloud Services,no,Journals,Management,hard worker,no,yes,Database Developer
+1,4,9,6,no,yes,information security,hacking,medium,excellent,networks,system developer,Product based,no,Self help,Technical,smart worker,no,no,Database Developer
+9,5,5,2,yes,no,r programming,hacking,excellent,medium,parallel computing,Business process analyst,Service Based,no,Poetry,Management,hard worker,yes,yes,Database Developer
+4,6,1,3,yes,yes,app development,testing,poor,poor,Software Engineering,testing,Product based,no,Romance,Management,smart worker,yes,no,Database Developer
+2,2,2,1,yes,no,app development,database security,excellent,excellent,data engineering,Business process analyst,Sales and Marketing,no,Science,Management,smart worker,no,yes,Database Developer
+1,2,9,3,yes,no,machine learning,database security,medium,excellent,IOT,security,Testing and Maintainance Services,no,Anthology,Technical,hard worker,no,yes,Database Developer
+6,0,3,4,yes,no,python,data science,poor,excellent,programming,system developer,Web Services,no,Horror,Management,hard worker,yes,yes,Database Developer
+7,3,7,1,no,yes,hadoop,hacking,poor,poor,cloud computing,system developer,product development,yes,Health,Management,hard worker,yes,yes,Database Developer
+8,3,1,7,yes,no,app development,game development,excellent,medium,data engineering,testing,Testing and Maintainance Services,no,Science fiction,Technical,smart worker,yes,yes,Database Developer
+9,4,2,9,no,yes,full stack,cloud computing,excellent,medium,data engineering,Business process analyst,Web Services,no,Guide,Technical,hard worker,no,no,Database Developer
+4,6,2,5,yes,yes,information security,testing,poor,poor,data engineering,system developer,product development,yes,Comics,Management,smart worker,no,no,Database Developer
+7,3,9,9,no,yes,hadoop,system designing,medium,medium,Computer Architecture,system developer,BPA,no,Trilogy,Technical,hard worker,no,no,Database Developer
+9,3,5,9,yes,yes,r programming,system designing,medium,medium,Software Engineering,cloud computing,Testing and Maintainance Services,no,Satire,Management,hard worker,no,no,Database Developer
+9,6,7,6,yes,no,hadoop,hacking,excellent,excellent,Software Engineering,security,Sales and Marketing,yes,Self help,Technical,hard worker,yes,no,Database Developer
+5,3,3,2,yes,no,app development,testing,medium,medium,IOT,system developer,Web Services,yes,Diaries,Technical,hard worker,no,no,Database Developer
+3,5,1,2,no,no,r programming,testing,excellent,medium,hacking,system developer,BPA,yes,Childrens,Technical,hard worker,yes,no,Database Developer
+7,4,1,6,yes,no,machine learning,database security,excellent,poor,data engineering,system developer,SAaS services,yes,Self help,Management,hard worker,yes,no,Database Developer
+9,0,6,7,yes,no,hadoop,hacking,poor,poor,cloud computing,Business process analyst,BPA,yes,History,Technical,hard worker,yes,no,Database Developer
+2,1,4,4,yes,yes,information security,game development,poor,poor,hacking,testing,Finance,yes,Religion-Spirituality,Management,hard worker,no,yes,Database Developer
+6,1,7,5,yes,no,r programming,testing,excellent,medium,Computer Architecture,developer,Product based,no,Encyclopedias,Management,smart worker,yes,no,Database Developer
+9,5,9,3,yes,no,app development,web technologies,excellent,poor,IOT,cloud computing,product development,yes,Math,Technical,hard worker,no,no,Database Developer
+3,6,6,8,no,no,r programming,testing,excellent,excellent,Software Engineering,system developer,Finance,no,Travel,Management,hard worker,yes,yes,Database Developer
+5,0,2,7,no,yes,python,database security,excellent,excellent,IOT,testing,Web Services,no,Health,Technical,smart worker,no,yes,Database Developer
+6,6,7,8,yes,no,machine learning,web technologies,medium,excellent,Computer Architecture,testing,Sales and Marketing,yes,Art,Technical,hard worker,no,no,Database Developer
+2,0,2,2,yes,no,machine learning,system designing,poor,poor,IOT,testing,BPA,no,Horror,Management,smart worker,no,no,Database Developer
+1,1,5,2,yes,yes,python,data science,poor,medium,data engineering,system developer,Service Based,no,Religion-Spirituality,Management,smart worker,no,yes,Database Developer
+4,4,9,3,no,yes,hadoop,hacking,medium,excellent,hacking,testing,product development,no,Biographies,Management,hard worker,no,no,Database Developer
+6,3,5,3,yes,no,information security,hacking,poor,poor,cloud computing,testing,Sales and Marketing,no,Self help,Technical,hard worker,no,no,Database Developer
+6,6,5,8,yes,no,information security,testing,excellent,poor,Software Engineering,cloud computing,Product based,yes,Cookbooks,Management,hard worker,yes,no,Database Developer
+4,2,3,7,yes,no,app development,hacking,poor,medium,cloud computing,developer,Cloud Services,yes,Math,Management,hard worker,no,no,Database Developer
+2,2,2,5,no,yes,shell programming,database security,poor,excellent,IOT,security,Cloud Services,yes,Trilogy,Management,smart worker,no,no,Database Developer
+6,0,3,7,no,no,python,hacking,medium,poor,Computer Architecture,system developer,Service Based,yes,Health,Technical,hard worker,yes,no,Database Developer
+8,4,9,1,yes,yes,python,game development,medium,poor,data engineering,developer,BPA,yes,Travel,Technical,smart worker,yes,no,Database Developer
+7,6,9,9,yes,yes,machine learning,cloud computing,poor,excellent,Management,security,Service Based,no,Science,Management,hard worker,no,no,Database Developer
+7,3,4,2,no,no,full stack,web technologies,excellent,medium,parallel computing,Business process analyst,Cloud Services,no,Anthology,Management,smart worker,yes,yes,Database Developer
+9,3,7,1,no,no,shell programming,data science,excellent,excellent,hacking,testing,Service Based,yes,Journals,Technical,smart worker,no,yes,Database Developer
+4,2,4,2,yes,no,r programming,data science,poor,medium,data engineering,Business process analyst,Web Services,no,Guide,Technical,hard worker,yes,no,Database Developer
+9,3,4,9,no,no,full stack,testing,medium,medium,Management,Business process analyst,Product based,no,Horror,Technical,smart worker,yes,yes,Database Developer
+8,2,5,6,yes,no,distro making,web technologies,poor,excellent,parallel computing,developer,SAaS services,yes,Drama,Technical,hard worker,no,yes,Database Developer
+4,2,5,8,no,yes,distro making,database security,poor,excellent,Management,security,Service Based,yes,Romance,Technical,smart worker,yes,yes,Database Developer
+2,4,1,9,yes,no,distro making,system designing,medium,medium,hacking,testing,Finance,no,Mystery,Management,smart worker,yes,no,Database Developer
+1,0,3,8,no,yes,hadoop,database security,medium,excellent,cloud computing,security,Product based,yes,Math,Management,smart worker,yes,no,Database Developer
+2,2,3,2,no,no,distro making,testing,excellent,poor,Management,developer,Finance,no,Religion-Spirituality,Management,hard worker,no,yes,Database Developer
+6,0,7,3,yes,yes,full stack,game development,excellent,poor,networks,cloud computing,SAaS services,no,Art,Management,smart worker,no,yes,Database Developer
+6,4,6,5,no,no,distro making,data science,poor,poor,Management,security,BPA,yes,Trilogy,Management,smart worker,no,no,Database Developer
+2,5,9,3,no,yes,information security,web technologies,poor,medium,Computer Architecture,developer,SAaS services,yes,Guide,Technical,hard worker,yes,yes,Database Developer
+8,6,3,1,yes,yes,full stack,cloud computing,medium,excellent,data engineering,cloud computing,Sales and Marketing,yes,History,Technical,smart worker,yes,yes,Database Developer
+7,5,7,3,no,no,r programming,game development,medium,medium,Computer Architecture,Business process analyst,product development,yes,Math,Management,hard worker,yes,no,Database Developer
+9,0,2,3,yes,no,python,testing,medium,medium,cloud computing,system developer,Sales and Marketing,yes,Poetry,Management,hard worker,no,no,Database Developer
+3,3,3,1,yes,yes,shell programming,hacking,excellent,medium,networks,cloud computing,product development,no,Fantasy,Management,smart worker,no,no,Database Developer
+6,2,5,4,yes,no,r programming,game development,excellent,medium,Management,cloud computing,Service Based,yes,Health,Technical,hard worker,yes,no,Database Developer
+7,4,9,6,yes,yes,distro making,cloud computing,excellent,poor,data engineering,testing,Service Based,yes,Action and Adventure,Management,hard worker,no,no,Database Developer
+7,4,4,8,no,yes,r programming,system designing,poor,medium,hacking,developer,Sales and Marketing,no,Drama,Management,smart worker,yes,no,Database Developer
+2,0,2,3,yes,no,r programming,database security,excellent,poor,networks,security,Cloud Services,no,Mystery,Management,smart worker,no,yes,Database Developer
+2,4,6,1,yes,no,machine learning,data science,poor,excellent,data engineering,developer,Product based,yes,Self help,Management,hard worker,yes,no,Database Developer
+2,1,4,5,no,no,python,system designing,poor,poor,Management,cloud computing,Testing and Maintainance Services,yes,Poetry,Management,smart worker,yes,no,Database Developer
+6,5,3,2,no,yes,distro making,testing,medium,excellent,Software Engineering,developer,product development,no,Biographies,Management,smart worker,yes,yes,Database Developer
+3,2,1,3,yes,no,machine learning,data science,medium,medium,networks,Business process analyst,Service Based,yes,Cookbooks,Management,smart worker,yes,no,Database Developer
+9,4,5,9,yes,yes,information security,database security,poor,medium,Software Engineering,Business process analyst,product development,no,Self help,Technical,hard worker,yes,yes,Database Developer
+1,3,5,3,no,yes,shell programming,hacking,poor,medium,programming,cloud computing,Service Based,yes,Fantasy,Management,smart worker,no,no,Database Developer
+7,2,5,6,yes,yes,machine learning,game development,medium,medium,hacking,system developer,Web Services,no,Travel,Technical,smart worker,yes,no,Database Developer
+2,2,1,2,yes,no,machine learning,hacking,medium,poor,Management,Business process analyst,product development,yes,Prayer books,Technical,smart worker,no,no,Database Developer
+1,0,2,7,no,yes,hadoop,web technologies,medium,poor,programming,Business process analyst,Testing and Maintainance Services,yes,Math,Technical,smart worker,yes,yes,Database Developer
+3,6,4,3,no,yes,information security,data science,medium,medium,networks,security,BPA,no,Journals,Technical,hard worker,no,no,Database Developer
+3,5,5,4,no,no,r programming,cloud computing,poor,poor,data engineering,Business process analyst,Web Services,no,Drama,Management,smart worker,yes,no,Database Developer
+7,3,4,8,yes,no,python,web technologies,poor,excellent,hacking,cloud computing,Service Based,no,Satire,Technical,smart worker,no,yes,Database Developer
+5,5,5,1,yes,no,machine learning,web technologies,poor,poor,cloud computing,Business process analyst,Web Services,yes,Travel,Technical,hard worker,yes,yes,Database Developer
+4,2,3,4,no,no,distro making,hacking,medium,medium,data engineering,cloud computing,product development,yes,Anthology,Technical,smart worker,no,no,Database Developer
+3,4,2,5,no,yes,distro making,game development,poor,medium,networks,security,BPA,no,Religion-Spirituality,Management,smart worker,no,no,Database Developer
+9,1,2,3,no,no,hadoop,cloud computing,excellent,poor,networks,system developer,Finance,yes,Travel,Technical,smart worker,yes,yes,Database Developer
+8,6,8,9,yes,yes,hadoop,game development,medium,excellent,Software Engineering,testing,Finance,no,Drama,Management,hard worker,no,yes,Database Developer
+6,5,4,6,no,no,hadoop,testing,poor,excellent,networks,cloud computing,BPA,no,Math,Technical,smart worker,yes,yes,Database Developer
+9,3,9,1,yes,yes,python,web technologies,excellent,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Action and Adventure,Management,hard worker,no,no,Database Developer
+8,2,1,9,yes,no,python,testing,excellent,poor,cloud computing,testing,SAaS services,yes,Poetry,Management,smart worker,yes,yes,Database Developer
+3,5,8,3,yes,yes,shell programming,testing,excellent,excellent,Software Engineering,system developer,SAaS services,yes,Journals,Management,hard worker,yes,yes,Database Developer
+6,6,9,2,yes,yes,full stack,database security,poor,poor,IOT,Business process analyst,SAaS services,yes,Science fiction,Management,smart worker,no,yes,Database Developer
+3,6,5,6,no,yes,full stack,web technologies,poor,excellent,Management,Business process analyst,Testing and Maintainance Services,yes,Guide,Technical,hard worker,yes,no,Database Developer
+5,5,3,5,no,yes,shell programming,game development,excellent,medium,hacking,developer,SAaS services,yes,Encyclopedias,Technical,smart worker,no,yes,Database Developer
+5,3,7,3,yes,yes,information security,database security,excellent,excellent,IOT,security,Product based,yes,Guide,Technical,smart worker,no,no,Database Developer
+6,4,3,1,no,no,python,database security,poor,poor,Computer Architecture,Business process analyst,Web Services,yes,Horror,Management,hard worker,no,no,Database Developer
+5,4,8,5,yes,no,distro making,data science,medium,poor,networks,Business process analyst,Cloud Services,no,Self help,Technical,hard worker,yes,no,Database Developer
+8,3,8,5,yes,no,hadoop,database security,medium,medium,cloud computing,cloud computing,Service Based,yes,Prayer books,Management,hard worker,no,no,Database Developer
+9,0,4,1,no,yes,shell programming,testing,excellent,excellent,networks,testing,product development,no,Poetry,Technical,hard worker,yes,no,Database Developer
+8,6,8,9,no,no,app development,game development,excellent,medium,Management,Business process analyst,BPA,yes,Drama,Management,hard worker,yes,no,Database Developer
+5,2,8,1,no,yes,full stack,data science,medium,poor,programming,cloud computing,Finance,yes,Biographies,Technical,hard worker,yes,no,Database Developer
+9,6,3,6,yes,no,distro making,hacking,medium,poor,parallel computing,Business process analyst,Product based,no,Guide,Management,smart worker,yes,no,Database Developer
+5,4,2,7,no,yes,distro making,web technologies,excellent,medium,cloud computing,Business process analyst,SAaS services,no,Science fiction,Technical,hard worker,no,no,Database Developer
+3,0,1,9,no,yes,hadoop,web technologies,medium,excellent,parallel computing,Business process analyst,Finance,no,Religion-Spirituality,Management,smart worker,no,no,Database Developer
+9,0,1,5,yes,no,machine learning,hacking,medium,medium,data engineering,system developer,Web Services,no,Self help,Technical,smart worker,no,no,Database Developer
+6,4,3,1,no,yes,shell programming,data science,poor,medium,Computer Architecture,cloud computing,product development,no,Series,Technical,hard worker,yes,yes,Database Developer
+6,3,9,6,no,yes,python,game development,medium,excellent,IOT,developer,Cloud Services,yes,Horror,Technical,hard worker,no,no,Database Developer
+5,2,6,2,yes,no,full stack,database security,medium,medium,hacking,Business process analyst,BPA,yes,Self help,Technical,smart worker,yes,no,Database Developer
+2,2,2,6,no,no,app development,data science,poor,excellent,networks,developer,Cloud Services,yes,Self help,Technical,hard worker,yes,yes,Database Developer
+5,3,6,9,no,no,python,testing,medium,excellent,Software Engineering,system developer,product development,yes,Biographies,Management,smart worker,yes,no,Database Developer
+2,0,7,1,yes,yes,information security,web technologies,medium,medium,Management,system developer,product development,yes,Dictionaries,Management,hard worker,no,no,Database Developer
+3,2,6,5,yes,no,full stack,database security,poor,poor,networks,system developer,BPA,yes,Horror,Management,smart worker,no,no,Database Developer
+1,2,2,2,no,no,r programming,hacking,poor,poor,Management,system developer,Web Services,no,Series,Technical,hard worker,no,yes,Database Developer
+3,0,8,1,no,no,shell programming,web technologies,excellent,medium,Management,developer,Service Based,no,Health,Management,smart worker,yes,no,Database Developer
+6,5,5,6,no,no,information security,data science,excellent,excellent,IOT,cloud computing,Cloud Services,no,Dictionaries,Management,hard worker,no,yes,Database Developer
+2,3,2,6,no,no,app development,testing,excellent,poor,IOT,Business process analyst,SAaS services,no,Anthology,Technical,hard worker,yes,no,Database Developer
+4,3,4,3,no,yes,r programming,database security,excellent,medium,IOT,cloud computing,Sales and Marketing,yes,Comics,Management,smart worker,no,yes,Database Developer
+4,5,1,2,no,no,shell programming,cloud computing,medium,medium,hacking,security,Product based,yes,Encyclopedias,Technical,smart worker,no,no,Database Developer
+5,4,8,1,no,yes,r programming,database security,excellent,poor,Management,Business process analyst,Service Based,no,Science fiction,Management,hard worker,no,no,Database Developer
+6,2,6,7,no,no,full stack,testing,poor,excellent,Software Engineering,Business process analyst,Service Based,no,Anthology,Technical,smart worker,no,no,Database Developer
+3,4,3,2,no,yes,hadoop,testing,medium,poor,IOT,cloud computing,SAaS services,yes,Mystery,Management,smart worker,no,no,Database Developer
+2,2,3,5,no,no,distro making,testing,medium,poor,Computer Architecture,cloud computing,Finance,yes,Encyclopedias,Management,hard worker,yes,no,Database Developer
+8,5,7,8,no,no,distro making,database security,poor,excellent,parallel computing,Business process analyst,Product based,no,Anthology,Management,hard worker,no,no,Database Developer
+2,5,7,6,yes,no,information security,system designing,poor,excellent,Management,cloud computing,Cloud Services,no,Fantasy,Management,hard worker,no,yes,Database Developer
+3,1,4,9,no,no,machine learning,system designing,poor,medium,cloud computing,system developer,Product based,yes,Poetry,Management,smart worker,yes,no,Database Developer
+4,3,7,1,no,yes,r programming,data science,excellent,poor,IOT,Business process analyst,BPA,yes,Anthology,Management,hard worker,yes,no,Database Developer
+6,1,5,9,no,no,machine learning,cloud computing,excellent,medium,networks,system developer,BPA,yes,Comics,Management,smart worker,yes,yes,Database Developer
+7,1,1,4,yes,yes,distro making,web technologies,poor,poor,hacking,testing,product development,no,Encyclopedias,Management,hard worker,yes,no,Database Developer
+3,3,1,3,yes,no,distro making,data science,poor,poor,programming,testing,Finance,no,Autobiographies,Technical,hard worker,yes,yes,Database Developer
+2,4,1,2,no,no,app development,system designing,poor,excellent,parallel computing,Business process analyst,SAaS services,yes,Satire,Management,hard worker,no,yes,Database Developer
+3,5,3,6,no,no,machine learning,system designing,excellent,excellent,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Series,Management,smart worker,no,no,Database Developer
+3,1,6,6,yes,no,machine learning,web technologies,excellent,excellent,data engineering,testing,Finance,no,Mystery,Technical,smart worker,yes,yes,Database Developer
+5,4,9,5,yes,yes,machine learning,data science,excellent,excellent,Computer Architecture,developer,Sales and Marketing,no,Health,Management,smart worker,no,yes,Database Developer
+2,4,9,7,no,no,distro making,database security,poor,medium,networks,system developer,product development,no,Romance,Technical,hard worker,yes,no,Database Developer
+9,6,6,5,yes,no,full stack,system designing,excellent,poor,hacking,testing,BPA,no,Horror,Technical,smart worker,no,yes,Database Developer
+7,1,7,9,no,yes,machine learning,database security,poor,medium,cloud computing,developer,Product based,no,Biographies,Management,hard worker,no,yes,Database Developer
+6,5,4,6,no,no,shell programming,game development,medium,poor,data engineering,cloud computing,Cloud Services,no,Romance,Technical,hard worker,yes,no,Database Developer
+4,1,6,2,no,yes,python,system designing,excellent,excellent,Software Engineering,security,Finance,yes,Childrens,Management,smart worker,no,yes,Database Developer
+3,1,2,1,yes,yes,r programming,testing,medium,medium,Management,testing,Product based,yes,Health,Technical,hard worker,no,yes,Database Developer
+4,5,8,6,yes,yes,hadoop,database security,poor,excellent,parallel computing,system developer,Product based,no,Childrens,Management,smart worker,no,yes,Database Developer
+9,5,9,3,yes,no,hadoop,data science,poor,excellent,IOT,cloud computing,Service Based,yes,Series,Technical,smart worker,yes,yes,Database Developer
+4,4,9,8,no,no,r programming,web technologies,poor,excellent,networks,testing,Web Services,yes,Math,Management,hard worker,yes,yes,Database Developer
+5,2,7,3,yes,yes,machine learning,system designing,excellent,poor,data engineering,cloud computing,Testing and Maintainance Services,no,Diaries,Technical,hard worker,no,no,Database Developer
+3,2,4,7,no,yes,full stack,data science,poor,medium,cloud computing,developer,Cloud Services,no,Anthology,Management,smart worker,no,yes,Database Developer
+6,1,3,1,no,no,distro making,testing,poor,medium,hacking,developer,Service Based,no,Action and Adventure,Technical,smart worker,no,yes,Database Developer
+2,4,6,9,yes,yes,app development,hacking,excellent,excellent,programming,security,Sales and Marketing,yes,Childrens,Management,hard worker,no,no,Database Developer
+9,4,7,7,yes,yes,r programming,testing,medium,medium,hacking,cloud computing,Sales and Marketing,yes,Travel,Technical,hard worker,no,yes,Database Developer
+8,0,8,4,no,no,full stack,data science,medium,poor,programming,Business process analyst,Testing and Maintainance Services,yes,Comics,Management,smart worker,yes,yes,Database Developer
+3,3,3,9,yes,no,machine learning,system designing,medium,medium,data engineering,security,Sales and Marketing,no,Encyclopedias,Management,hard worker,yes,no,Database Developer
+3,1,9,4,yes,no,distro making,testing,medium,excellent,hacking,testing,Finance,yes,Childrens,Technical,hard worker,no,no,Database Developer
+9,3,2,2,yes,no,machine learning,system designing,medium,medium,networks,security,Service Based,yes,Self help,Technical,smart worker,no,yes,Database Developer
+6,0,7,7,no,yes,shell programming,data science,medium,poor,programming,Business process analyst,Web Services,yes,Anthology,Technical,smart worker,no,no,Database Developer
+6,5,2,8,yes,no,python,database security,poor,excellent,IOT,testing,Cloud Services,no,Drama,Management,hard worker,yes,no,Database Developer
+2,0,9,1,yes,no,full stack,data science,excellent,medium,Software Engineering,system developer,Service Based,yes,Science fiction,Technical,smart worker,yes,yes,Database Developer
+4,2,8,5,yes,no,machine learning,web technologies,medium,medium,networks,system developer,product development,no,Prayer books,Management,smart worker,yes,yes,Database Developer
+9,0,3,6,yes,no,r programming,cloud computing,medium,excellent,networks,system developer,Service Based,yes,Mystery,Technical,hard worker,yes,yes,Database Developer
+5,6,7,1,no,no,information security,database security,excellent,medium,Management,cloud computing,product development,no,Cookbooks,Management,hard worker,no,yes,Database Developer
+5,6,2,6,yes,yes,information security,hacking,excellent,excellent,cloud computing,security,Web Services,no,Diaries,Technical,smart worker,no,yes,Database Developer
+2,1,6,7,no,no,python,database security,excellent,medium,hacking,developer,product development,no,Anthology,Technical,hard worker,no,no,Database Developer
+9,5,4,8,no,no,hadoop,testing,medium,excellent,programming,cloud computing,Web Services,yes,Horror,Technical,smart worker,no,yes,Database Developer
+9,0,5,3,yes,yes,python,web technologies,excellent,poor,programming,system developer,Sales and Marketing,no,Poetry,Management,smart worker,no,yes,Database Developer
+8,6,2,7,yes,yes,python,database security,excellent,poor,IOT,Business process analyst,BPA,no,Satire,Technical,smart worker,no,yes,Database Developer
+5,5,4,8,yes,yes,machine learning,data science,excellent,medium,data engineering,security,Web Services,no,Comics,Technical,smart worker,no,yes,Database Developer
+5,6,7,9,yes,no,python,data science,medium,poor,Computer Architecture,Business process analyst,Product based,yes,Poetry,Technical,hard worker,yes,yes,Database Developer
+4,4,2,5,no,yes,machine learning,system designing,excellent,medium,networks,cloud computing,SAaS services,yes,Religion-Spirituality,Technical,hard worker,yes,yes,Database Developer
+5,4,3,9,yes,yes,machine learning,system designing,poor,excellent,programming,developer,Service Based,no,Dictionaries,Technical,smart worker,no,no,Database Developer
+8,2,7,2,no,no,app development,testing,medium,excellent,hacking,Business process analyst,Finance,no,Guide,Management,smart worker,no,yes,Database Developer
+2,5,8,5,yes,yes,machine learning,system designing,excellent,poor,networks,testing,Sales and Marketing,yes,Fantasy,Management,smart worker,no,no,Database Developer
+5,1,6,1,yes,no,python,database security,poor,poor,Computer Architecture,developer,SAaS services,yes,Comics,Technical,smart worker,no,no,Database Developer
+7,3,1,9,no,no,information security,system designing,poor,medium,hacking,system developer,Web Services,yes,Dictionaries,Technical,hard worker,no,no,Database Developer
+5,6,2,7,yes,yes,python,hacking,excellent,excellent,hacking,testing,BPA,yes,Horror,Technical,hard worker,no,yes,Database Developer
+1,5,1,7,no,no,app development,web technologies,medium,excellent,cloud computing,testing,Service Based,yes,Romance,Technical,smart worker,no,yes,Database Developer
+3,0,1,6,no,yes,app development,hacking,poor,poor,parallel computing,system developer,Cloud Services,yes,Prayer books,Technical,smart worker,no,no,Database Developer
+2,4,6,2,yes,no,hadoop,hacking,excellent,excellent,hacking,Business process analyst,Finance,no,Comics,Technical,hard worker,yes,yes,Database Developer
+4,5,5,6,no,yes,r programming,hacking,poor,poor,Software Engineering,security,SAaS services,no,Mystery,Management,smart worker,yes,yes,Database Developer
+1,5,5,9,no,yes,hadoop,database security,poor,excellent,hacking,developer,product development,no,Cookbooks,Technical,hard worker,no,no,Database Developer
+1,6,7,4,no,no,shell programming,hacking,poor,excellent,IOT,system developer,Web Services,yes,Poetry,Management,smart worker,yes,yes,Database Developer
+6,3,9,9,no,yes,r programming,hacking,poor,poor,data engineering,testing,Cloud Services,yes,Autobiographies,Technical,hard worker,yes,no,Database Developer
+9,0,7,2,yes,yes,hadoop,data science,medium,poor,Software Engineering,Business process analyst,Product based,yes,Trilogy,Management,smart worker,yes,no,Database Developer
+3,1,7,8,no,yes,hadoop,web technologies,poor,excellent,IOT,system developer,BPA,no,Prayer books,Management,hard worker,yes,yes,Database Developer
+1,2,7,8,no,no,shell programming,game development,medium,poor,cloud computing,testing,Product based,no,Science fiction,Management,hard worker,yes,no,Database Developer
+1,3,3,7,no,no,r programming,database security,poor,medium,Management,developer,SAaS services,no,Biographies,Management,smart worker,yes,yes,Database Developer
+7,5,6,1,no,yes,app development,data science,excellent,medium,Management,cloud computing,Product based,no,Poetry,Technical,smart worker,no,no,Database Developer
+9,0,8,9,yes,yes,shell programming,database security,poor,excellent,networks,developer,product development,no,Satire,Technical,smart worker,yes,no,Database Developer
+5,0,9,8,yes,yes,hadoop,database security,excellent,poor,data engineering,cloud computing,Service Based,yes,Romance,Technical,smart worker,yes,no,Database Developer
+1,6,1,6,yes,no,distro making,testing,poor,excellent,IOT,developer,Finance,yes,Fantasy,Management,smart worker,no,no,Database Developer
+8,5,8,1,yes,yes,hadoop,testing,excellent,medium,IOT,system developer,Product based,no,Journals,Technical,hard worker,yes,no,Database Developer
+6,4,7,5,no,no,hadoop,database security,excellent,poor,hacking,developer,BPA,no,Guide,Management,hard worker,no,yes,Database Developer
+2,2,9,1,no,yes,r programming,data science,excellent,medium,Software Engineering,testing,Web Services,no,Diaries,Technical,smart worker,yes,yes,Database Developer
+2,3,7,3,no,no,full stack,cloud computing,excellent,poor,programming,security,product development,no,Romance,Management,hard worker,yes,yes,Database Developer
+5,3,8,3,no,no,shell programming,data science,excellent,excellent,IOT,testing,SAaS services,yes,Poetry,Management,hard worker,yes,no,Database Developer
+5,3,3,7,yes,yes,app development,testing,medium,excellent,Software Engineering,system developer,Finance,no,Fantasy,Technical,hard worker,yes,no,Database Developer
+6,5,8,7,no,no,machine learning,data science,excellent,excellent,cloud computing,Business process analyst,Web Services,no,Prayer books,Management,hard worker,no,yes,Database Developer
+6,1,2,3,yes,no,full stack,testing,excellent,medium,cloud computing,cloud computing,BPA,yes,Math,Technical,smart worker,yes,no,Database Developer
+8,6,9,2,yes,no,information security,cloud computing,excellent,poor,IOT,developer,BPA,no,Autobiographies,Management,smart worker,yes,yes,Database Developer
+8,1,7,1,yes,yes,machine learning,data science,medium,poor,hacking,cloud computing,Service Based,no,Childrens,Management,hard worker,no,no,Database Developer
+1,3,7,7,yes,yes,information security,cloud computing,excellent,poor,IOT,system developer,Testing and Maintainance Services,yes,Autobiographies,Management,smart worker,no,yes,Database Developer
+4,1,9,5,yes,yes,distro making,game development,excellent,medium,data engineering,Business process analyst,Finance,yes,Trilogy,Management,hard worker,no,yes,Database Developer
+5,3,8,2,yes,no,information security,cloud computing,poor,medium,cloud computing,cloud computing,SAaS services,yes,Autobiographies,Management,hard worker,yes,yes,Database Developer
+6,0,2,8,yes,no,information security,system designing,poor,excellent,Management,testing,Sales and Marketing,no,Self help,Technical,hard worker,no,yes,Database Developer
+9,0,4,3,no,no,hadoop,game development,poor,medium,Software Engineering,security,Service Based,yes,Biographies,Technical,hard worker,no,yes,Database Developer
+9,2,2,2,no,yes,full stack,hacking,poor,medium,IOT,system developer,Web Services,no,Series,Technical,smart worker,no,yes,Database Developer
+4,6,1,5,no,no,distro making,web technologies,excellent,medium,Computer Architecture,developer,Testing and Maintainance Services,no,Anthology,Technical,hard worker,yes,yes,Database Developer
+4,5,3,6,no,no,r programming,data science,excellent,poor,Software Engineering,cloud computing,Finance,no,Self help,Management,hard worker,yes,yes,Database Developer
+6,1,7,8,yes,no,r programming,cloud computing,medium,poor,parallel computing,security,Product based,no,Fantasy,Management,hard worker,no,no,Database Developer
+3,1,5,7,yes,yes,information security,testing,medium,medium,parallel computing,Business process analyst,Finance,yes,Health,Technical,hard worker,no,yes,Database Developer
+3,3,7,2,yes,yes,shell programming,testing,medium,excellent,networks,testing,Web Services,no,Health,Technical,smart worker,yes,no,Database Developer
+4,1,2,9,no,no,app development,game development,medium,excellent,networks,cloud computing,Service Based,no,Travel,Technical,smart worker,no,yes,Database Developer
+8,4,4,7,yes,no,shell programming,game development,excellent,poor,Management,testing,Finance,no,Anthology,Management,smart worker,yes,no,Database Developer
+5,1,2,6,no,yes,app development,system designing,medium,poor,Computer Architecture,developer,product development,yes,Mystery,Management,hard worker,yes,yes,Database Developer
+4,6,3,3,yes,yes,full stack,database security,excellent,medium,Software Engineering,Business process analyst,BPA,yes,Math,Management,smart worker,yes,no,Database Developer
+5,1,8,9,no,no,information security,web technologies,medium,medium,programming,Business process analyst,SAaS services,yes,Autobiographies,Management,hard worker,no,no,Database Developer
+9,3,4,5,yes,yes,full stack,data science,medium,medium,Software Engineering,Business process analyst,Testing and Maintainance Services,yes,Horror,Technical,smart worker,yes,no,Database Developer
+3,1,6,2,yes,yes,python,web technologies,poor,excellent,cloud computing,security,Product based,yes,Health,Technical,smart worker,yes,yes,Database Developer
+3,4,2,3,no,yes,r programming,system designing,excellent,poor,data engineering,system developer,product development,yes,Mystery,Technical,smart worker,no,yes,Database Developer
+5,5,4,3,yes,no,shell programming,database security,excellent,poor,data engineering,Business process analyst,Product based,yes,History,Management,hard worker,no,yes,Database Developer
+7,5,1,6,yes,no,hadoop,hacking,poor,excellent,programming,Business process analyst,BPA,no,Health,Management,smart worker,yes,yes,Database Developer
+3,2,5,3,yes,yes,full stack,hacking,excellent,poor,cloud computing,security,Cloud Services,yes,Prayer books,Technical,hard worker,no,no,Database Developer
+9,2,2,2,yes,yes,shell programming,cloud computing,poor,excellent,Software Engineering,security,SAaS services,yes,Dictionaries,Technical,hard worker,no,no,Database Developer
+4,4,5,8,no,yes,r programming,cloud computing,medium,poor,programming,Business process analyst,Finance,yes,Childrens,Management,smart worker,no,no,Database Developer
+7,0,9,9,no,no,hadoop,testing,poor,poor,networks,testing,Product based,no,Prayer books,Management,hard worker,no,yes,Database Developer
+9,2,6,4,yes,no,python,data science,poor,excellent,hacking,testing,Cloud Services,no,Action and Adventure,Management,smart worker,yes,yes,Database Developer
+4,0,7,5,no,yes,r programming,data science,poor,medium,data engineering,system developer,Sales and Marketing,no,Religion-Spirituality,Management,smart worker,no,yes,Database Developer
+5,0,5,4,no,yes,machine learning,system designing,poor,excellent,Software Engineering,developer,Sales and Marketing,yes,Encyclopedias,Management,hard worker,yes,yes,Database Developer
+2,2,7,1,yes,yes,r programming,testing,excellent,medium,data engineering,security,Sales and Marketing,no,Satire,Technical,hard worker,yes,yes,Database Developer
+2,4,4,4,yes,no,full stack,web technologies,medium,poor,parallel computing,security,Product based,yes,Autobiographies,Management,hard worker,yes,no,Database Developer
+1,3,3,5,no,no,app development,web technologies,poor,excellent,programming,security,product development,yes,Action and Adventure,Management,smart worker,yes,no,Database Developer
+8,1,4,1,yes,no,machine learning,cloud computing,excellent,medium,Computer Architecture,Business process analyst,Service Based,no,Guide,Technical,hard worker,no,no,Database Developer
+3,6,8,4,no,yes,shell programming,hacking,poor,medium,Management,testing,SAaS services,no,Childrens,Technical,smart worker,no,yes,Database Developer
+2,3,7,2,yes,yes,shell programming,hacking,poor,excellent,data engineering,Business process analyst,BPA,yes,History,Management,smart worker,no,yes,Database Developer
+3,6,9,5,no,yes,full stack,cloud computing,excellent,medium,Management,security,SAaS services,no,Self help,Management,hard worker,yes,no,Database Developer
+2,1,5,3,no,yes,distro making,testing,poor,excellent,hacking,cloud computing,Web Services,no,Comics,Technical,hard worker,no,no,Database Developer
+9,2,1,1,no,no,python,web technologies,excellent,poor,IOT,developer,Product based,yes,Horror,Management,smart worker,yes,no,Database Developer
+5,2,2,6,no,no,hadoop,cloud computing,medium,poor,Computer Architecture,security,BPA,yes,Religion-Spirituality,Management,smart worker,yes,yes,Database Developer
+4,6,8,5,no,yes,full stack,hacking,poor,poor,networks,security,Testing and Maintainance Services,yes,Travel,Technical,hard worker,no,yes,Database Developer
+2,4,5,5,no,yes,shell programming,game development,excellent,poor,data engineering,system developer,Service Based,no,Trilogy,Technical,hard worker,yes,yes,Database Developer
+2,5,6,5,yes,no,r programming,web technologies,medium,excellent,networks,developer,Sales and Marketing,yes,Religion-Spirituality,Technical,hard worker,yes,no,Database Developer
+2,6,6,1,yes,no,information security,web technologies,poor,poor,IOT,testing,SAaS services,no,Fantasy,Technical,smart worker,no,no,Database Developer
+9,2,8,1,yes,no,python,data science,medium,poor,parallel computing,testing,Sales and Marketing,no,Encyclopedias,Management,smart worker,no,yes,Database Developer
+7,1,6,9,no,no,hadoop,database security,excellent,poor,Software Engineering,system developer,Web Services,no,Self help,Management,hard worker,no,yes,Database Developer
+3,5,5,5,no,yes,full stack,hacking,excellent,poor,cloud computing,testing,BPA,no,Diaries,Technical,smart worker,no,yes,Database Developer
+4,1,3,2,yes,yes,full stack,game development,medium,poor,networks,security,Testing and Maintainance Services,no,Guide,Technical,hard worker,yes,no,Database Developer
+7,3,3,1,no,no,full stack,hacking,medium,excellent,Computer Architecture,developer,SAaS services,no,Childrens,Technical,smart worker,no,yes,Database Developer
+2,5,7,7,no,yes,information security,game development,excellent,poor,data engineering,testing,Product based,yes,Satire,Technical,smart worker,yes,no,Database Developer
+3,6,1,1,yes,no,distro making,cloud computing,medium,excellent,Computer Architecture,Business process analyst,Web Services,yes,Journals,Management,hard worker,yes,no,Database Developer
+9,2,3,4,no,yes,r programming,data science,excellent,medium,networks,security,Product based,yes,Health,Management,smart worker,no,yes,Database Developer
+7,4,6,7,yes,yes,python,web technologies,excellent,excellent,programming,developer,Product based,no,Anthology,Management,hard worker,no,no,Database Developer
+7,5,1,2,no,yes,shell programming,data science,poor,excellent,cloud computing,Business process analyst,product development,yes,Self help,Technical,hard worker,yes,yes,Database Developer
+7,3,4,6,no,no,r programming,hacking,excellent,poor,cloud computing,Business process analyst,Product based,no,Self help,Technical,hard worker,no,yes,Database Developer
+9,6,8,2,no,yes,r programming,data science,excellent,medium,cloud computing,testing,Cloud Services,no,Series,Management,smart worker,no,yes,Database Developer
+1,1,6,3,no,no,distro making,data science,excellent,poor,cloud computing,security,Testing and Maintainance Services,no,Trilogy,Technical,hard worker,yes,no,Database Developer
+3,4,1,8,no,no,app development,data science,excellent,medium,programming,system developer,Cloud Services,no,Health,Management,hard worker,no,yes,Database Developer
+4,5,3,4,no,no,distro making,web technologies,excellent,excellent,Computer Architecture,testing,Product based,yes,Satire,Technical,hard worker,no,no,Database Developer
+3,4,6,9,yes,no,full stack,game development,medium,medium,IOT,security,Sales and Marketing,no,Science,Management,smart worker,no,yes,Database Developer
+9,5,9,8,yes,yes,r programming,testing,excellent,excellent,Software Engineering,system developer,Service Based,yes,Diaries,Management,smart worker,no,no,Database Developer
+3,3,4,2,no,no,full stack,testing,poor,excellent,data engineering,security,Service Based,no,Science fiction,Technical,smart worker,no,no,Database Developer
+2,4,1,5,yes,no,python,cloud computing,excellent,medium,Software Engineering,developer,SAaS services,no,Anthology,Management,smart worker,no,yes,Database Developer
+7,5,5,6,yes,no,hadoop,data science,poor,medium,hacking,Business process analyst,Cloud Services,no,Dictionaries,Technical,hard worker,yes,yes,Database Developer
+3,3,5,4,yes,yes,machine learning,game development,poor,medium,parallel computing,security,Service Based,no,Comics,Management,smart worker,no,no,Database Developer
+2,0,6,1,no,no,hadoop,hacking,medium,medium,IOT,system developer,Web Services,no,Travel,Technical,smart worker,no,yes,Database Developer
+9,6,4,9,no,no,python,hacking,excellent,medium,programming,security,Product based,no,Autobiographies,Technical,smart worker,no,no,Database Developer
+8,0,7,2,yes,yes,python,testing,medium,poor,Computer Architecture,Business process analyst,Web Services,no,Autobiographies,Management,hard worker,yes,yes,Database Developer
+6,6,3,9,yes,no,machine learning,hacking,excellent,medium,Computer Architecture,Business process analyst,Web Services,no,Guide,Management,hard worker,no,no,Database Developer
+1,0,6,8,no,yes,machine learning,hacking,medium,medium,IOT,Business process analyst,Testing and Maintainance Services,yes,Biographies,Technical,hard worker,yes,no,Database Developer
+7,1,9,6,no,yes,information security,game development,medium,medium,networks,cloud computing,Finance,no,Trilogy,Technical,smart worker,yes,no,Database Developer
+6,6,9,7,yes,no,shell programming,hacking,excellent,excellent,networks,security,Testing and Maintainance Services,yes,Childrens,Technical,smart worker,yes,no,Database Developer
+8,6,7,9,no,no,hadoop,cloud computing,medium,poor,Computer Architecture,security,Testing and Maintainance Services,no,Comics,Management,smart worker,yes,no,Database Developer
+1,1,6,2,no,yes,app development,hacking,medium,poor,IOT,Business process analyst,Web Services,yes,Science fiction,Management,hard worker,no,yes,Database Developer
+6,0,6,3,yes,yes,hadoop,database security,poor,medium,programming,security,Web Services,yes,Autobiographies,Management,hard worker,no,no,Database Developer
+1,2,1,2,no,no,r programming,testing,excellent,poor,IOT,developer,SAaS services,yes,Encyclopedias,Management,hard worker,yes,yes,Database Developer
+1,4,3,2,yes,no,information security,data science,excellent,poor,parallel computing,system developer,Product based,no,Self help,Management,smart worker,yes,no,Database Developer
+8,2,5,2,no,no,hadoop,web technologies,poor,excellent,Software Engineering,cloud computing,Web Services,no,Religion-Spirituality,Technical,hard worker,no,yes,Database Developer
+6,4,8,4,yes,no,python,cloud computing,excellent,excellent,parallel computing,testing,Web Services,yes,Art,Management,smart worker,yes,yes,Database Developer
+3,3,9,7,no,yes,machine learning,data science,poor,excellent,programming,system developer,Finance,yes,Encyclopedias,Technical,hard worker,no,yes,Database Developer
+8,6,2,1,no,no,full stack,cloud computing,poor,poor,IOT,developer,Cloud Services,no,Prayer books,Management,hard worker,yes,yes,Database Developer
+5,0,8,8,yes,no,r programming,game development,medium,medium,Management,Business process analyst,BPA,no,Health,Technical,hard worker,no,no,Database Developer
+2,5,2,1,no,no,machine learning,database security,poor,excellent,networks,system developer,Testing and Maintainance Services,no,Autobiographies,Management,smart worker,no,no,Database Developer
+9,1,7,9,no,no,distro making,data science,excellent,excellent,parallel computing,Business process analyst,Testing and Maintainance Services,yes,Prayer books,Management,smart worker,yes,no,Database Developer
+6,0,7,4,yes,no,python,cloud computing,medium,excellent,Software Engineering,cloud computing,Sales and Marketing,no,Comics,Technical,hard worker,yes,no,Database Developer
+5,6,3,3,yes,no,machine learning,data science,excellent,poor,Management,Business process analyst,Service Based,no,Science,Technical,hard worker,yes,yes,Database Developer
+7,4,1,7,no,no,shell programming,cloud computing,excellent,medium,hacking,system developer,Product based,yes,Biographies,Technical,smart worker,yes,yes,Database Developer
+4,6,5,4,yes,no,hadoop,game development,excellent,medium,Management,system developer,Service Based,yes,Self help,Management,smart worker,no,no,Database Developer
+9,4,6,5,no,yes,full stack,web technologies,excellent,medium,cloud computing,system developer,Finance,no,Fantasy,Management,hard worker,yes,yes,Database Developer
+1,4,3,5,no,no,full stack,testing,medium,poor,parallel computing,Business process analyst,SAaS services,no,History,Technical,hard worker,yes,yes,Database Developer
+6,1,2,5,yes,yes,python,game development,excellent,excellent,Computer Architecture,security,Finance,yes,Biographies,Technical,hard worker,no,yes,Database Developer
+8,4,2,7,no,no,information security,game development,medium,poor,hacking,Business process analyst,Sales and Marketing,yes,Mystery,Management,hard worker,yes,no,Database Developer
+3,6,6,3,yes,yes,hadoop,system designing,excellent,excellent,cloud computing,cloud computing,Testing and Maintainance Services,no,Cookbooks,Management,hard worker,yes,no,Database Developer
+7,6,8,2,yes,no,information security,system designing,poor,medium,Computer Architecture,Business process analyst,SAaS services,no,Guide,Management,smart worker,yes,yes,Database Developer
+1,5,5,6,no,no,information security,database security,excellent,poor,networks,developer,Cloud Services,no,Poetry,Technical,smart worker,no,no,Database Developer
+5,4,5,7,no,no,distro making,database security,poor,poor,Computer Architecture,cloud computing,Service Based,yes,Journals,Technical,hard worker,no,no,Database Developer
+6,1,4,8,yes,no,shell programming,hacking,excellent,poor,Computer Architecture,cloud computing,BPA,no,Encyclopedias,Management,hard worker,no,yes,Database Developer
+3,5,2,7,yes,no,full stack,cloud computing,poor,medium,networks,Business process analyst,Finance,yes,Mystery,Technical,hard worker,no,no,Database Developer
+5,5,8,5,no,yes,full stack,database security,medium,excellent,networks,developer,Cloud Services,yes,Comics,Technical,hard worker,no,no,Database Developer
+9,2,8,2,yes,no,machine learning,data science,medium,excellent,Management,security,Product based,yes,Math,Technical,smart worker,no,no,Database Developer
+8,4,8,1,no,no,distro making,testing,excellent,medium,hacking,Business process analyst,Finance,yes,Cookbooks,Management,smart worker,yes,yes,Database Developer
+7,1,6,5,no,no,full stack,web technologies,medium,medium,networks,security,Sales and Marketing,yes,Childrens,Technical,smart worker,yes,yes,Database Developer
+5,0,8,8,no,yes,r programming,database security,poor,medium,networks,cloud computing,Web Services,no,Cookbooks,Management,smart worker,no,no,Database Developer
+7,5,2,6,no,yes,python,cloud computing,medium,poor,programming,testing,Testing and Maintainance Services,no,Trilogy,Management,smart worker,no,yes,Database Developer
+5,4,5,5,yes,yes,r programming,cloud computing,poor,medium,cloud computing,security,Cloud Services,yes,Journals,Management,smart worker,yes,yes,Database Developer
+5,6,7,3,yes,yes,hadoop,web technologies,medium,poor,networks,developer,BPA,no,Religion-Spirituality,Management,smart worker,yes,no,Database Developer
+3,1,9,1,no,no,machine learning,web technologies,excellent,excellent,data engineering,testing,SAaS services,yes,Math,Technical,smart worker,no,yes,Database Developer
+5,3,4,4,no,yes,machine learning,testing,poor,poor,Management,system developer,Product based,no,Science fiction,Management,hard worker,yes,no,Database Developer
+3,3,9,3,no,yes,machine learning,hacking,poor,medium,programming,system developer,Web Services,yes,Childrens,Management,smart worker,yes,yes,Database Developer
+5,2,1,6,yes,no,machine learning,system designing,excellent,poor,programming,system developer,Sales and Marketing,no,Travel,Management,smart worker,no,yes,Database Developer
+5,6,1,4,no,yes,distro making,data science,excellent,poor,Software Engineering,Business process analyst,Cloud Services,no,Art,Technical,smart worker,yes,no,Database Developer
+6,5,2,5,yes,no,app development,testing,excellent,medium,Software Engineering,system developer,Testing and Maintainance Services,yes,Comics,Technical,hard worker,yes,no,Database Developer
+3,1,6,9,yes,yes,shell programming,cloud computing,poor,poor,Management,security,Cloud Services,no,Horror,Management,smart worker,yes,no,Database Developer
+8,6,2,7,no,yes,hadoop,game development,excellent,excellent,networks,Business process analyst,Product based,yes,Romance,Technical,smart worker,yes,yes,Database Developer
+2,4,7,8,yes,no,full stack,system designing,excellent,medium,data engineering,testing,Sales and Marketing,yes,Trilogy,Technical,hard worker,no,no,Database Developer
+5,1,8,2,yes,yes,machine learning,cloud computing,poor,medium,Computer Architecture,system developer,BPA,yes,Autobiographies,Technical,smart worker,yes,yes,Database Developer
+9,0,7,1,yes,no,shell programming,cloud computing,excellent,medium,networks,testing,Product based,no,Horror,Management,smart worker,yes,yes,Database Developer
+7,4,6,6,yes,no,hadoop,testing,excellent,poor,cloud computing,testing,product development,yes,Self help,Technical,smart worker,no,yes,Database Developer
+6,4,8,7,yes,yes,machine learning,cloud computing,medium,poor,hacking,cloud computing,Service Based,no,Encyclopedias,Management,smart worker,yes,no,Database Developer
+1,3,1,9,no,yes,hadoop,web technologies,excellent,medium,programming,testing,Sales and Marketing,yes,Autobiographies,Management,hard worker,no,yes,Database Developer
+8,4,1,9,no,yes,r programming,data science,poor,excellent,IOT,testing,product development,yes,Health,Management,smart worker,no,no,Database Developer
+6,2,6,9,no,no,hadoop,data science,poor,poor,IOT,Business process analyst,BPA,no,Biographies,Technical,smart worker,no,yes,Database Developer
+4,5,8,7,no,no,python,hacking,excellent,medium,networks,testing,BPA,no,Cookbooks,Technical,smart worker,no,no,Database Developer
+2,5,8,8,no,no,python,web technologies,poor,medium,IOT,Business process analyst,Service Based,no,History,Management,hard worker,no,no,Database Developer
+4,1,3,9,yes,no,shell programming,game development,medium,poor,data engineering,Business process analyst,Product based,no,Diaries,Management,smart worker,no,no,Database Developer
+2,1,8,1,yes,no,r programming,testing,medium,excellent,IOT,system developer,Sales and Marketing,no,Journals,Management,smart worker,yes,no,Database Developer
+5,5,5,1,yes,yes,information security,cloud computing,excellent,medium,networks,Business process analyst,Web Services,no,Drama,Technical,smart worker,no,no,Database Developer
+6,1,3,7,yes,yes,information security,database security,poor,medium,parallel computing,Business process analyst,Sales and Marketing,no,Cookbooks,Management,smart worker,no,no,Database Developer
+6,0,3,7,no,no,hadoop,cloud computing,medium,poor,data engineering,system developer,Service Based,yes,Encyclopedias,Management,smart worker,yes,no,Database Developer
+1,2,6,6,yes,yes,full stack,game development,medium,medium,IOT,cloud computing,BPA,yes,Art,Technical,hard worker,no,yes,Database Developer
+8,1,9,9,no,no,r programming,cloud computing,excellent,poor,Computer Architecture,security,Cloud Services,yes,Journals,Technical,hard worker,no,no,Database Developer
+3,4,8,2,yes,yes,r programming,web technologies,medium,excellent,networks,developer,Web Services,no,Cookbooks,Management,hard worker,yes,yes,Database Developer
+6,6,3,6,yes,no,r programming,web technologies,medium,poor,cloud computing,system developer,Finance,no,Science,Technical,hard worker,yes,yes,Database Developer
+2,0,3,8,yes,yes,hadoop,system designing,poor,poor,programming,cloud computing,Testing and Maintainance Services,yes,Guide,Technical,smart worker,yes,yes,Database Developer
+1,0,6,7,no,no,hadoop,hacking,poor,medium,Software Engineering,Business process analyst,Sales and Marketing,yes,Mystery,Management,hard worker,no,no,Database Developer
+5,1,1,5,no,yes,information security,testing,excellent,medium,Computer Architecture,cloud computing,Finance,no,Science,Technical,smart worker,no,yes,Database Developer
+6,1,5,5,yes,no,app development,cloud computing,medium,poor,parallel computing,cloud computing,BPA,yes,Self help,Technical,hard worker,no,yes,Database Developer
+7,4,4,5,no,no,distro making,game development,medium,poor,programming,developer,Web Services,yes,Journals,Technical,smart worker,no,no,Database Developer
+5,5,4,6,yes,yes,information security,hacking,excellent,medium,Computer Architecture,Business process analyst,product development,no,Art,Technical,hard worker,yes,no,Database Developer
+5,1,8,7,no,yes,machine learning,data science,poor,poor,Computer Architecture,cloud computing,Cloud Services,no,Science,Management,hard worker,no,no,Database Developer
+6,5,7,3,yes,no,shell programming,system designing,excellent,excellent,IOT,cloud computing,BPA,yes,Cookbooks,Management,hard worker,no,no,Database Developer
+5,4,9,2,no,no,full stack,web technologies,excellent,excellent,programming,developer,Finance,yes,Mystery,Management,hard worker,yes,no,Database Developer
+6,6,1,3,yes,no,distro making,database security,excellent,excellent,Computer Architecture,testing,Web Services,no,Comics,Technical,smart worker,no,no,Database Developer
+8,2,5,3,no,yes,information security,system designing,medium,excellent,hacking,testing,Web Services,yes,Childrens,Management,hard worker,yes,no,Database Developer
+2,2,3,4,no,yes,app development,testing,poor,poor,Computer Architecture,security,SAaS services,yes,Fantasy,Technical,hard worker,yes,no,Database Developer
+2,5,8,9,no,no,information security,cloud computing,poor,medium,parallel computing,testing,Sales and Marketing,yes,Encyclopedias,Management,smart worker,yes,yes,Database Developer
+3,3,5,1,yes,no,python,data science,excellent,poor,cloud computing,system developer,Service Based,no,Autobiographies,Management,smart worker,yes,yes,Database Developer
+6,0,7,3,yes,yes,python,system designing,excellent,medium,Management,Business process analyst,Finance,no,Guide,Management,smart worker,no,yes,Database Developer
+7,4,4,1,yes,no,full stack,cloud computing,poor,poor,data engineering,testing,Product based,no,Trilogy,Management,hard worker,no,yes,Database Developer
+6,3,6,2,yes,yes,machine learning,database security,medium,excellent,data engineering,system developer,BPA,no,Religion-Spirituality,Technical,smart worker,no,no,Database Developer
+6,4,6,8,no,yes,full stack,cloud computing,medium,poor,Software Engineering,Business process analyst,Service Based,yes,Health,Technical,smart worker,no,no,Database Developer
+2,6,7,4,yes,yes,app development,database security,medium,medium,data engineering,Business process analyst,Finance,yes,Cookbooks,Management,smart worker,yes,yes,Database Developer
+6,5,8,4,no,yes,information security,hacking,excellent,poor,data engineering,Business process analyst,Service Based,no,Romance,Management,hard worker,yes,yes,Database Developer
+2,3,6,4,yes,yes,information security,game development,poor,medium,data engineering,Business process analyst,product development,yes,Satire,Management,hard worker,yes,yes,Database Developer
+7,5,4,7,no,no,r programming,game development,poor,poor,IOT,cloud computing,Cloud Services,no,Dictionaries,Technical,hard worker,yes,no,Database Developer
+2,1,2,8,no,no,r programming,hacking,poor,poor,Software Engineering,testing,SAaS services,yes,Series,Technical,hard worker,yes,no,Database Developer
+6,1,5,7,no,no,distro making,testing,excellent,excellent,parallel computing,developer,BPA,yes,Guide,Management,hard worker,no,yes,Database Developer
+9,2,7,1,no,yes,shell programming,database security,medium,excellent,Computer Architecture,security,product development,no,Action and Adventure,Technical,smart worker,yes,yes,Database Developer
+7,1,3,6,no,yes,python,data science,medium,poor,IOT,cloud computing,product development,no,Satire,Management,hard worker,yes,no,Database Developer
+9,4,8,6,yes,no,app development,cloud computing,poor,excellent,Software Engineering,system developer,Testing and Maintainance Services,yes,Mystery,Technical,smart worker,no,yes,Database Developer
+6,3,7,9,yes,yes,machine learning,hacking,poor,medium,Software Engineering,security,SAaS services,no,Horror,Technical,smart worker,no,no,Database Developer
+9,4,9,3,no,yes,distro making,game development,excellent,medium,Management,cloud computing,Testing and Maintainance Services,no,Encyclopedias,Management,hard worker,no,yes,Database Developer
+5,4,7,8,yes,yes,shell programming,cloud computing,excellent,poor,parallel computing,developer,Testing and Maintainance Services,no,Math,Technical,smart worker,no,no,Database Developer
+9,5,8,4,yes,yes,hadoop,database security,excellent,medium,Management,testing,Product based,no,Travel,Management,hard worker,no,yes,Database Developer
+1,0,2,4,no,no,information security,game development,poor,poor,Computer Architecture,security,Service Based,yes,Horror,Technical,smart worker,no,no,Database Developer
+8,2,6,1,yes,no,app development,data science,medium,poor,programming,security,Product based,yes,Religion-Spirituality,Technical,hard worker,no,no,Database Developer
+4,6,6,2,no,no,app development,game development,poor,medium,programming,developer,Service Based,yes,Horror,Management,smart worker,no,no,Database Developer
+6,6,2,5,yes,yes,python,system designing,excellent,medium,networks,security,Web Services,yes,Comics,Management,smart worker,yes,yes,Database Developer
+5,4,7,5,yes,no,python,web technologies,poor,excellent,hacking,developer,BPA,yes,Anthology,Management,smart worker,no,yes,Database Developer
+1,1,6,9,no,yes,r programming,data science,poor,excellent,IOT,Business process analyst,Sales and Marketing,yes,Comics,Management,hard worker,no,yes,Database Developer
+9,1,3,9,no,no,machine learning,web technologies,excellent,medium,programming,developer,SAaS services,yes,Satire,Management,smart worker,no,no,Database Developer
+2,2,4,4,yes,yes,information security,hacking,medium,poor,IOT,testing,BPA,no,Romance,Technical,smart worker,yes,yes,Database Developer
+2,2,7,9,no,no,r programming,web technologies,excellent,excellent,networks,cloud computing,Product based,no,Self help,Management,hard worker,yes,no,Database Developer
+4,3,2,5,yes,yes,distro making,cloud computing,poor,poor,parallel computing,cloud computing,Sales and Marketing,no,Science fiction,Management,hard worker,no,yes,Database Developer
+8,4,9,9,no,yes,python,web technologies,excellent,poor,Software Engineering,security,Cloud Services,yes,Horror,Technical,smart worker,no,no,Database Developer
+7,2,5,1,yes,no,machine learning,data science,medium,medium,networks,developer,Product based,no,Fantasy,Technical,smart worker,yes,no,Database Developer
+8,3,2,9,no,no,shell programming,database security,medium,excellent,parallel computing,system developer,Cloud Services,no,Childrens,Technical,smart worker,no,yes,Database Developer
+5,1,3,1,no,yes,hadoop,web technologies,poor,medium,Management,testing,Product based,no,Travel,Technical,hard worker,no,yes,Database Developer
+5,2,6,6,yes,yes,information security,hacking,excellent,excellent,programming,system developer,SAaS services,no,Horror,Technical,smart worker,yes,no,Database Developer
+3,6,1,9,yes,no,information security,database security,medium,medium,data engineering,system developer,BPA,no,Health,Management,hard worker,no,no,Database Developer
+5,3,1,9,yes,no,machine learning,system designing,excellent,medium,IOT,system developer,product development,no,Guide,Management,smart worker,no,no,Database Developer
+1,0,6,3,no,no,app development,testing,medium,medium,programming,cloud computing,Web Services,yes,Satire,Management,hard worker,no,yes,Database Developer
+9,1,2,8,no,no,r programming,game development,medium,medium,IOT,security,Product based,no,Prayer books,Technical,hard worker,yes,yes,Database Developer
+2,0,3,5,no,no,shell programming,data science,medium,medium,Management,developer,Product based,no,Fantasy,Management,hard worker,no,no,Database Developer
+2,3,2,8,yes,yes,python,cloud computing,medium,excellent,Software Engineering,Business process analyst,Testing and Maintainance Services,yes,Self help,Technical,hard worker,yes,yes,Database Developer
+4,3,3,3,yes,yes,r programming,testing,medium,poor,Computer Architecture,system developer,BPA,no,Trilogy,Technical,smart worker,yes,yes,Database Developer
+8,4,2,4,yes,no,distro making,system designing,medium,poor,data engineering,security,Testing and Maintainance Services,no,Fantasy,Management,hard worker,yes,no,Database Developer
+9,2,4,4,yes,yes,python,web technologies,excellent,medium,Computer Architecture,system developer,Cloud Services,no,Comics,Management,smart worker,no,yes,Database Developer
+1,5,8,2,yes,yes,hadoop,web technologies,excellent,excellent,parallel computing,Business process analyst,product development,no,Trilogy,Management,hard worker,no,yes,Database Developer
+7,6,3,3,no,yes,distro making,system designing,excellent,excellent,Computer Architecture,testing,SAaS services,no,Fantasy,Technical,smart worker,no,no,Database Developer
+6,1,6,6,no,no,distro making,system designing,excellent,poor,IOT,testing,Product based,yes,Guide,Technical,smart worker,yes,no,Database Developer
+8,1,4,3,yes,yes,shell programming,database security,excellent,medium,hacking,security,Cloud Services,yes,Mystery,Management,smart worker,no,yes,Database Developer
+9,4,6,6,no,yes,distro making,game development,excellent,excellent,Computer Architecture,Business process analyst,Sales and Marketing,no,Math,Management,smart worker,no,yes,Database Developer
+2,6,4,8,yes,no,python,web technologies,poor,medium,programming,Business process analyst,Testing and Maintainance Services,no,Satire,Management,smart worker,no,yes,Database Developer
+9,3,3,6,yes,no,machine learning,testing,poor,poor,Management,Business process analyst,Sales and Marketing,yes,Childrens,Technical,smart worker,no,no,Database Developer
+7,6,5,3,no,yes,distro making,game development,medium,poor,IOT,cloud computing,Testing and Maintainance Services,no,Guide,Technical,hard worker,no,no,Database Developer
+4,3,9,9,no,no,information security,cloud computing,poor,excellent,data engineering,cloud computing,Web Services,yes,Health,Management,hard worker,no,no,Database Developer
+2,3,7,1,yes,yes,distro making,database security,poor,medium,Computer Architecture,developer,Testing and Maintainance Services,no,Prayer books,Management,hard worker,no,yes,Database Developer
+8,5,9,3,no,yes,machine learning,cloud computing,poor,excellent,cloud computing,testing,SAaS services,no,Self help,Management,hard worker,no,yes,Database Developer
+6,6,8,6,no,no,distro making,data science,excellent,excellent,cloud computing,developer,BPA,no,Guide,Management,smart worker,yes,no,Database Developer
+4,1,1,5,yes,no,information security,database security,excellent,poor,networks,system developer,Service Based,no,Comics,Technical,hard worker,yes,yes,Database Developer
+8,0,7,5,yes,yes,hadoop,database security,poor,medium,networks,testing,SAaS services,yes,Mystery,Technical,hard worker,yes,no,Database Developer
+6,3,4,3,no,yes,hadoop,database security,excellent,excellent,programming,security,Service Based,no,History,Management,smart worker,no,no,Database Developer
+1,2,2,2,no,yes,distro making,hacking,medium,excellent,Computer Architecture,system developer,Cloud Services,no,Action and Adventure,Management,hard worker,yes,yes,Database Developer
+4,3,8,9,no,no,r programming,cloud computing,medium,poor,programming,developer,Cloud Services,no,Art,Management,smart worker,no,no,Database Developer
+7,3,2,3,yes,yes,python,game development,poor,excellent,hacking,system developer,Service Based,no,Biographies,Technical,hard worker,yes,no,Database Developer
+5,0,8,8,yes,no,python,data science,poor,excellent,data engineering,developer,Service Based,no,Autobiographies,Management,smart worker,yes,yes,Database Developer
+6,0,6,4,yes,yes,machine learning,web technologies,poor,poor,data engineering,system developer,Service Based,yes,Diaries,Technical,smart worker,yes,no,Database Developer
+9,2,2,8,yes,no,full stack,game development,poor,poor,cloud computing,testing,Finance,yes,Childrens,Management,smart worker,yes,yes,Database Developer
+4,5,5,6,no,yes,r programming,data science,medium,medium,hacking,testing,Finance,no,Series,Management,smart worker,yes,yes,Database Developer
+3,6,8,9,no,no,machine learning,data science,medium,medium,networks,security,Cloud Services,yes,Drama,Technical,hard worker,no,yes,Database Developer
+9,0,9,1,yes,yes,python,testing,excellent,excellent,hacking,cloud computing,Product based,yes,Art,Technical,hard worker,no,no,Database Developer
+3,1,7,2,no,no,information security,web technologies,excellent,medium,parallel computing,system developer,product development,yes,Religion-Spirituality,Management,smart worker,no,no,Database Developer
+9,0,3,7,yes,no,app development,cloud computing,medium,excellent,IOT,system developer,Finance,yes,Comics,Management,hard worker,yes,no,Database Developer
+9,2,4,9,no,no,r programming,hacking,excellent,poor,cloud computing,system developer,Finance,no,Satire,Management,smart worker,yes,no,Database Developer
+5,6,7,7,no,yes,shell programming,game development,poor,medium,data engineering,security,Finance,no,History,Management,hard worker,yes,no,Database Developer
+2,2,9,6,yes,no,app development,database security,medium,medium,networks,cloud computing,Service Based,yes,Action and Adventure,Technical,hard worker,yes,no,Database Developer
+3,3,2,7,no,yes,full stack,cloud computing,poor,excellent,Software Engineering,developer,product development,no,Childrens,Management,hard worker,yes,no,Database Developer
+9,3,4,5,yes,no,information security,testing,medium,medium,cloud computing,Business process analyst,Service Based,no,Science fiction,Technical,hard worker,no,yes,Database Developer
+4,5,5,5,no,yes,hadoop,data science,poor,poor,hacking,Business process analyst,Web Services,no,Guide,Management,smart worker,yes,yes,Database Developer
+8,6,5,2,yes,yes,distro making,testing,poor,poor,cloud computing,Business process analyst,Cloud Services,no,Art,Technical,hard worker,yes,yes,Database Developer
+2,3,6,2,yes,no,distro making,system designing,poor,medium,networks,Business process analyst,SAaS services,no,Religion-Spirituality,Management,hard worker,no,no,Database Developer
+3,6,4,4,yes,no,app development,game development,excellent,medium,Management,system developer,Testing and Maintainance Services,no,Cookbooks,Management,hard worker,yes,no,Database Developer
+6,4,5,7,no,no,full stack,cloud computing,medium,excellent,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Prayer books,Management,smart worker,yes,no,Database Developer
+2,2,3,1,yes,no,app development,system designing,excellent,excellent,data engineering,cloud computing,Cloud Services,yes,Self help,Management,smart worker,yes,yes,Database Developer
+5,3,7,9,yes,yes,app development,cloud computing,medium,poor,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Drama,Management,hard worker,yes,no,Database Developer
+4,4,3,5,yes,no,r programming,web technologies,poor,excellent,parallel computing,developer,Web Services,yes,Drama,Management,hard worker,no,yes,Database Developer
+7,6,2,7,no,yes,shell programming,system designing,medium,poor,programming,Business process analyst,Service Based,yes,Trilogy,Technical,hard worker,yes,yes,Database Developer
+5,2,7,9,yes,no,python,data science,excellent,poor,networks,security,Testing and Maintainance Services,no,Romance,Technical,smart worker,yes,no,Database Developer
+8,5,6,2,no,yes,distro making,cloud computing,medium,poor,cloud computing,developer,Sales and Marketing,yes,Travel,Technical,hard worker,yes,no,Database Developer
+4,4,3,5,yes,yes,r programming,game development,poor,poor,IOT,security,Testing and Maintainance Services,no,Satire,Management,smart worker,yes,no,Database Developer
+9,1,2,4,no,no,python,hacking,poor,poor,Management,testing,Web Services,no,Journals,Management,hard worker,yes,no,Database Developer
+6,3,1,1,yes,no,shell programming,game development,poor,poor,Management,system developer,Service Based,yes,Trilogy,Technical,hard worker,yes,no,Database Developer
+5,0,5,8,yes,no,python,database security,poor,excellent,hacking,cloud computing,Sales and Marketing,no,Encyclopedias,Management,hard worker,no,yes,Database Developer
+4,2,4,4,no,no,full stack,testing,poor,excellent,hacking,system developer,Product based,yes,Guide,Technical,hard worker,yes,no,Database Developer
+6,0,1,6,yes,no,distro making,system designing,medium,medium,Computer Architecture,Business process analyst,Testing and Maintainance Services,yes,Mystery,Management,hard worker,yes,yes,Database Developer
+6,2,3,9,no,no,hadoop,database security,medium,poor,parallel computing,security,Sales and Marketing,no,Cookbooks,Management,hard worker,yes,yes,Mobile Applications Developer
+3,4,3,8,no,yes,machine learning,system designing,poor,poor,data engineering,security,product development,yes,Diaries,Technical,hard worker,no,yes,Mobile Applications Developer
+2,0,4,3,no,no,app development,system designing,medium,excellent,programming,testing,SAaS services,no,Science,Technical,smart worker,yes,yes,Mobile Applications Developer
+3,4,8,2,no,no,shell programming,cloud computing,medium,medium,Software Engineering,Business process analyst,SAaS services,yes,Romance,Management,hard worker,yes,no,Mobile Applications Developer
+1,6,2,8,yes,no,shell programming,game development,excellent,medium,programming,testing,Finance,yes,Science,Technical,smart worker,yes,no,Mobile Applications Developer
+9,5,8,6,yes,yes,hadoop,cloud computing,medium,excellent,programming,developer,BPA,no,Mystery,Technical,hard worker,yes,yes,Mobile Applications Developer
+6,0,6,5,no,yes,distro making,game development,excellent,excellent,data engineering,system developer,product development,no,Health,Technical,hard worker,yes,yes,Mobile Applications Developer
+2,2,3,6,no,yes,information security,hacking,medium,poor,cloud computing,testing,product development,no,Trilogy,Management,smart worker,yes,no,Mobile Applications Developer
+1,3,7,2,no,yes,shell programming,system designing,medium,poor,hacking,developer,Product based,yes,Diaries,Technical,hard worker,no,yes,Mobile Applications Developer
+4,0,3,5,yes,no,shell programming,game development,medium,excellent,Management,system developer,Testing and Maintainance Services,no,Guide,Management,hard worker,no,no,Mobile Applications Developer
+2,3,4,3,no,yes,r programming,testing,poor,excellent,Computer Architecture,security,Finance,yes,Autobiographies,Technical,hard worker,yes,yes,Mobile Applications Developer
+7,0,7,7,yes,yes,r programming,data science,excellent,poor,Computer Architecture,Business process analyst,Web Services,no,History,Technical,hard worker,no,yes,Mobile Applications Developer
+8,4,5,7,no,no,hadoop,data science,excellent,excellent,programming,developer,Product based,no,Fantasy,Management,hard worker,no,no,Mobile Applications Developer
+9,5,6,9,no,no,information security,game development,excellent,excellent,Management,cloud computing,Finance,no,Health,Management,hard worker,yes,no,Mobile Applications Developer
+3,3,7,8,no,no,information security,database security,poor,poor,data engineering,Business process analyst,Web Services,no,Comics,Management,smart worker,no,no,Mobile Applications Developer
+8,1,6,2,yes,no,machine learning,web technologies,medium,medium,Computer Architecture,Business process analyst,Service Based,yes,Journals,Management,smart worker,yes,yes,Mobile Applications Developer
+8,4,7,1,yes,no,machine learning,web technologies,excellent,excellent,Management,Business process analyst,Finance,no,Health,Management,smart worker,yes,yes,Mobile Applications Developer
+6,4,7,8,yes,no,r programming,system designing,poor,poor,IOT,Business process analyst,Testing and Maintainance Services,yes,Action and Adventure,Technical,hard worker,yes,yes,Mobile Applications Developer
+5,0,3,3,no,yes,app development,data science,excellent,excellent,Software Engineering,testing,Product based,yes,Horror,Management,hard worker,no,yes,Mobile Applications Developer
+7,6,5,6,yes,yes,machine learning,database security,excellent,medium,Management,system developer,product development,no,Dictionaries,Management,hard worker,yes,yes,Mobile Applications Developer
+1,6,6,7,yes,no,information security,data science,medium,poor,networks,testing,SAaS services,yes,Comics,Management,smart worker,yes,no,Mobile Applications Developer
+8,6,5,1,no,no,information security,database security,excellent,excellent,Computer Architecture,developer,Sales and Marketing,yes,Diaries,Technical,smart worker,no,no,Mobile Applications Developer
+6,3,3,6,no,no,shell programming,database security,poor,medium,data engineering,Business process analyst,Product based,no,Satire,Management,hard worker,yes,no,Mobile Applications Developer
+4,5,3,3,no,yes,hadoop,database security,excellent,medium,IOT,Business process analyst,SAaS services,no,Science,Management,smart worker,no,no,Mobile Applications Developer
+9,4,8,5,yes,yes,machine learning,database security,medium,medium,data engineering,testing,Testing and Maintainance Services,no,History,Management,smart worker,no,no,Mobile Applications Developer
+8,6,5,5,yes,no,information security,web technologies,poor,poor,networks,Business process analyst,Product based,no,Math,Management,hard worker,yes,yes,Mobile Applications Developer
+9,0,4,6,yes,no,shell programming,system designing,poor,medium,cloud computing,developer,Finance,no,Mystery,Management,smart worker,yes,yes,Mobile Applications Developer
+7,4,9,8,no,yes,distro making,hacking,excellent,poor,cloud computing,testing,BPA,no,Fantasy,Technical,hard worker,yes,no,Mobile Applications Developer
+8,4,5,6,no,yes,hadoop,cloud computing,medium,medium,data engineering,testing,Service Based,yes,Poetry,Management,hard worker,no,yes,Mobile Applications Developer
+3,5,4,7,no,yes,distro making,web technologies,excellent,excellent,Computer Architecture,security,Cloud Services,yes,Science fiction,Technical,hard worker,no,yes,Mobile Applications Developer
+1,2,9,2,yes,no,information security,web technologies,poor,medium,IOT,Business process analyst,BPA,yes,Encyclopedias,Management,smart worker,no,yes,Mobile Applications Developer
+8,0,1,9,no,no,r programming,cloud computing,medium,poor,programming,testing,Testing and Maintainance Services,no,Satire,Technical,hard worker,yes,yes,Mobile Applications Developer
+7,5,7,5,yes,no,r programming,hacking,medium,poor,Software Engineering,developer,Web Services,yes,Fantasy,Management,smart worker,yes,yes,Mobile Applications Developer
+2,6,8,5,no,yes,python,data science,medium,poor,hacking,Business process analyst,Cloud Services,no,Diaries,Management,hard worker,no,no,Mobile Applications Developer
+4,6,1,2,yes,no,hadoop,web technologies,excellent,excellent,data engineering,system developer,Cloud Services,yes,Health,Management,smart worker,no,no,Mobile Applications Developer
+8,1,1,8,no,no,information security,web technologies,medium,poor,data engineering,cloud computing,Product based,yes,Guide,Technical,hard worker,yes,yes,Mobile Applications Developer
+1,6,8,7,no,yes,information security,hacking,excellent,medium,parallel computing,Business process analyst,Cloud Services,no,Anthology,Management,hard worker,yes,yes,Mobile Applications Developer
+9,5,3,6,no,yes,shell programming,hacking,poor,excellent,networks,testing,BPA,no,Horror,Technical,hard worker,no,yes,Mobile Applications Developer
+9,1,3,6,yes,no,machine learning,hacking,medium,excellent,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Dictionaries,Technical,smart worker,no,yes,Mobile Applications Developer
+6,6,3,2,yes,no,full stack,system designing,excellent,excellent,programming,Business process analyst,product development,no,Health,Technical,hard worker,no,no,Mobile Applications Developer
+3,0,6,4,yes,yes,python,system designing,excellent,medium,cloud computing,Business process analyst,SAaS services,yes,Comics,Technical,hard worker,no,yes,Mobile Applications Developer
+5,6,5,5,yes,no,full stack,data science,excellent,poor,programming,testing,product development,yes,Diaries,Management,smart worker,yes,yes,Mobile Applications Developer
+3,5,4,3,no,no,shell programming,game development,excellent,medium,cloud computing,cloud computing,Web Services,no,Trilogy,Technical,hard worker,no,yes,Mobile Applications Developer
+8,5,6,3,no,yes,r programming,hacking,poor,poor,Management,security,BPA,yes,Travel,Management,hard worker,yes,yes,Mobile Applications Developer
+7,3,1,9,yes,no,full stack,testing,medium,medium,cloud computing,cloud computing,product development,yes,Encyclopedias,Technical,smart worker,no,yes,Mobile Applications Developer
+6,2,6,3,yes,no,full stack,database security,excellent,poor,networks,Business process analyst,Cloud Services,yes,Travel,Management,smart worker,no,yes,Mobile Applications Developer
+2,1,4,3,no,no,app development,database security,poor,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Guide,Management,smart worker,yes,yes,Mobile Applications Developer
+8,2,3,8,no,no,python,testing,excellent,excellent,networks,cloud computing,BPA,no,Diaries,Management,hard worker,no,yes,Mobile Applications Developer
+4,1,4,2,no,yes,information security,data science,excellent,poor,data engineering,developer,Service Based,no,Satire,Technical,hard worker,yes,yes,Mobile Applications Developer
+2,5,1,7,yes,no,python,testing,poor,medium,programming,testing,Finance,yes,Art,Management,hard worker,yes,no,Mobile Applications Developer
+6,1,2,7,yes,yes,full stack,cloud computing,medium,excellent,IOT,security,Product based,no,Horror,Technical,smart worker,yes,no,Mobile Applications Developer
+5,4,6,4,no,yes,r programming,testing,poor,poor,parallel computing,testing,Sales and Marketing,yes,Romance,Management,smart worker,no,yes,Mobile Applications Developer
+3,1,4,7,yes,yes,distro making,database security,excellent,excellent,parallel computing,cloud computing,Web Services,no,Prayer books,Technical,smart worker,yes,no,Mobile Applications Developer
+9,5,8,2,yes,no,r programming,data science,poor,poor,parallel computing,system developer,Product based,no,Math,Management,smart worker,no,yes,Mobile Applications Developer
+1,5,4,6,no,no,app development,system designing,excellent,poor,parallel computing,security,BPA,yes,Childrens,Technical,hard worker,yes,no,Mobile Applications Developer
+8,1,4,8,no,no,information security,web technologies,poor,excellent,cloud computing,Business process analyst,Web Services,yes,Self help,Technical,hard worker,yes,no,Mobile Applications Developer
+6,6,9,6,no,yes,full stack,web technologies,poor,medium,parallel computing,cloud computing,Sales and Marketing,yes,Science fiction,Technical,hard worker,yes,yes,Mobile Applications Developer
+2,4,5,5,yes,no,r programming,testing,excellent,excellent,networks,security,BPA,yes,Childrens,Technical,smart worker,no,yes,Mobile Applications Developer
+2,6,2,2,no,no,distro making,hacking,poor,medium,parallel computing,developer,Service Based,no,History,Management,smart worker,yes,no,Mobile Applications Developer
+9,3,3,6,yes,no,distro making,data science,medium,excellent,Management,developer,Web Services,no,History,Management,hard worker,no,yes,Mobile Applications Developer
+8,6,6,3,yes,no,full stack,web technologies,excellent,medium,Computer Architecture,security,Web Services,no,Science fiction,Management,hard worker,no,yes,Mobile Applications Developer
+5,0,2,9,no,yes,hadoop,web technologies,poor,medium,hacking,testing,Cloud Services,no,Self help,Technical,hard worker,yes,yes,Mobile Applications Developer
+8,3,6,1,no,no,hadoop,game development,excellent,poor,hacking,security,Testing and Maintainance Services,no,Horror,Technical,hard worker,no,no,Mobile Applications Developer
+6,5,5,6,yes,yes,full stack,game development,poor,excellent,cloud computing,testing,Cloud Services,no,Prayer books,Management,hard worker,yes,yes,Mobile Applications Developer
+2,2,6,2,no,yes,distro making,data science,medium,medium,Computer Architecture,security,BPA,yes,Prayer books,Management,smart worker,yes,no,Mobile Applications Developer
+6,3,2,7,yes,no,python,data science,medium,medium,Management,cloud computing,Finance,yes,Satire,Management,smart worker,yes,no,Mobile Applications Developer
+7,6,9,6,yes,no,app development,testing,excellent,poor,parallel computing,developer,product development,no,Romance,Management,smart worker,yes,yes,Mobile Applications Developer
+6,6,4,6,yes,yes,app development,system designing,excellent,poor,Management,system developer,Web Services,no,Comics,Technical,smart worker,no,yes,Mobile Applications Developer
+5,0,2,5,no,no,distro making,web technologies,poor,medium,IOT,developer,Web Services,yes,Diaries,Management,hard worker,no,no,Mobile Applications Developer
+7,1,7,9,yes,no,machine learning,game development,poor,excellent,hacking,Business process analyst,BPA,no,Diaries,Management,hard worker,yes,yes,Mobile Applications Developer
+6,4,2,4,yes,no,shell programming,system designing,poor,medium,data engineering,testing,Sales and Marketing,no,Encyclopedias,Technical,hard worker,yes,no,Mobile Applications Developer
+9,5,3,2,no,no,hadoop,hacking,excellent,poor,Management,Business process analyst,BPA,yes,Travel,Technical,smart worker,yes,yes,Mobile Applications Developer
+9,0,5,7,no,yes,python,cloud computing,poor,medium,data engineering,testing,Product based,no,Anthology,Management,hard worker,yes,no,Mobile Applications Developer
+8,3,1,5,no,yes,app development,cloud computing,excellent,medium,Management,security,BPA,yes,Math,Management,hard worker,no,no,Mobile Applications Developer
+9,3,4,9,yes,yes,machine learning,cloud computing,poor,poor,data engineering,Business process analyst,Web Services,yes,Prayer books,Management,hard worker,no,no,Mobile Applications Developer
+1,0,3,6,no,no,distro making,system designing,medium,poor,networks,Business process analyst,Finance,no,Trilogy,Management,hard worker,yes,no,Mobile Applications Developer
+6,1,3,9,yes,yes,machine learning,game development,excellent,poor,Management,testing,Web Services,yes,Horror,Technical,hard worker,no,no,Mobile Applications Developer
+6,3,4,7,no,yes,hadoop,system designing,medium,poor,hacking,testing,product development,no,Dictionaries,Technical,smart worker,no,no,Mobile Applications Developer
+4,0,7,4,yes,no,full stack,hacking,excellent,medium,cloud computing,Business process analyst,product development,no,Self help,Management,smart worker,no,yes,Mobile Applications Developer
+6,3,6,1,yes,no,machine learning,game development,medium,excellent,Software Engineering,developer,Cloud Services,yes,Guide,Technical,smart worker,no,no,Mobile Applications Developer
+6,2,6,3,yes,yes,machine learning,web technologies,medium,medium,IOT,security,product development,no,Self help,Management,smart worker,yes,no,Mobile Applications Developer
+5,5,9,7,yes,no,app development,hacking,medium,poor,programming,system developer,Testing and Maintainance Services,no,Poetry,Management,smart worker,no,no,Mobile Applications Developer
+3,2,8,9,yes,yes,app development,game development,medium,excellent,parallel computing,security,product development,yes,Travel,Management,smart worker,yes,no,Mobile Applications Developer
+7,1,9,7,yes,no,r programming,testing,poor,excellent,IOT,developer,Finance,yes,Self help,Management,smart worker,yes,no,Mobile Applications Developer
+9,2,4,6,no,no,shell programming,testing,medium,excellent,data engineering,testing,Service Based,yes,Diaries,Technical,smart worker,yes,no,Mobile Applications Developer
+9,0,1,3,yes,no,r programming,system designing,medium,medium,programming,system developer,Finance,no,Religion-Spirituality,Technical,hard worker,yes,no,Mobile Applications Developer
+2,4,5,1,yes,no,python,cloud computing,medium,medium,IOT,system developer,BPA,yes,Health,Technical,smart worker,no,yes,Mobile Applications Developer
+9,2,3,1,yes,yes,full stack,database security,poor,excellent,Management,Business process analyst,Finance,no,Mystery,Technical,smart worker,no,yes,Mobile Applications Developer
+6,5,1,7,no,yes,distro making,cloud computing,medium,medium,hacking,system developer,Finance,yes,Romance,Management,hard worker,no,no,Mobile Applications Developer
+1,5,9,4,yes,yes,machine learning,hacking,medium,excellent,Computer Architecture,testing,Sales and Marketing,no,Art,Management,hard worker,yes,no,Mobile Applications Developer
+6,5,8,4,no,yes,machine learning,system designing,poor,medium,parallel computing,system developer,product development,no,Travel,Management,hard worker,yes,yes,Mobile Applications Developer
+4,4,9,4,no,yes,distro making,cloud computing,medium,excellent,networks,testing,Product based,no,Biographies,Technical,smart worker,yes,no,Mobile Applications Developer
+9,4,9,9,no,no,r programming,database security,poor,medium,programming,security,Testing and Maintainance Services,yes,Horror,Management,smart worker,no,no,Mobile Applications Developer
+1,2,9,5,yes,yes,information security,data science,excellent,poor,networks,system developer,Cloud Services,no,Prayer books,Technical,hard worker,no,yes,Mobile Applications Developer
+1,0,4,8,yes,yes,shell programming,cloud computing,poor,medium,programming,cloud computing,Sales and Marketing,yes,Childrens,Technical,hard worker,no,no,Mobile Applications Developer
+9,3,9,1,no,no,hadoop,testing,excellent,poor,hacking,Business process analyst,Finance,no,Mystery,Management,smart worker,yes,no,Mobile Applications Developer
+9,3,1,4,no,no,distro making,testing,poor,medium,Management,security,Cloud Services,yes,Prayer books,Technical,smart worker,no,no,Mobile Applications Developer
+9,1,1,7,no,yes,distro making,cloud computing,excellent,excellent,Management,system developer,BPA,yes,Horror,Technical,hard worker,no,no,Mobile Applications Developer
+9,3,4,6,no,yes,shell programming,data science,poor,poor,Computer Architecture,system developer,SAaS services,yes,Series,Management,hard worker,yes,yes,Mobile Applications Developer
+1,5,1,6,no,no,r programming,game development,medium,excellent,Management,system developer,Sales and Marketing,yes,Horror,Management,hard worker,no,no,Mobile Applications Developer
+1,2,1,5,no,yes,r programming,web technologies,excellent,excellent,hacking,system developer,BPA,no,Autobiographies,Management,smart worker,no,no,Mobile Applications Developer
+5,2,1,3,yes,yes,python,hacking,excellent,poor,Management,Business process analyst,product development,no,Satire,Management,hard worker,no,yes,Mobile Applications Developer
+4,6,3,4,yes,yes,machine learning,testing,poor,poor,networks,cloud computing,Web Services,no,Health,Management,smart worker,yes,yes,Mobile Applications Developer
+2,4,1,1,no,yes,shell programming,hacking,medium,medium,Computer Architecture,testing,Service Based,yes,History,Management,smart worker,yes,no,Mobile Applications Developer
+6,5,1,4,yes,yes,shell programming,game development,medium,medium,networks,cloud computing,Service Based,no,Action and Adventure,Management,smart worker,yes,yes,Mobile Applications Developer
+9,5,3,4,no,yes,python,hacking,medium,excellent,parallel computing,security,product development,no,Math,Technical,smart worker,no,no,Mobile Applications Developer
+4,5,1,3,yes,yes,machine learning,data science,poor,medium,parallel computing,developer,Web Services,yes,Cookbooks,Technical,smart worker,yes,no,Mobile Applications Developer
+6,3,7,7,no,no,information security,cloud computing,excellent,poor,IOT,Business process analyst,Product based,yes,Childrens,Management,hard worker,yes,yes,Mobile Applications Developer
+8,6,1,1,no,no,r programming,cloud computing,medium,medium,Computer Architecture,testing,product development,no,Math,Management,smart worker,no,no,Mobile Applications Developer
+8,5,8,1,no,yes,python,web technologies,excellent,excellent,IOT,Business process analyst,Sales and Marketing,no,Autobiographies,Technical,hard worker,no,no,Mobile Applications Developer
+7,1,7,9,yes,yes,shell programming,cloud computing,medium,poor,IOT,developer,Testing and Maintainance Services,no,Biographies,Management,hard worker,yes,yes,Mobile Applications Developer
+8,5,1,8,yes,yes,shell programming,cloud computing,poor,excellent,IOT,testing,Web Services,yes,Encyclopedias,Technical,smart worker,no,no,Mobile Applications Developer
+6,6,2,8,no,yes,app development,cloud computing,poor,medium,Software Engineering,testing,BPA,no,Self help,Management,smart worker,yes,no,Mobile Applications Developer
+8,3,6,7,no,yes,information security,web technologies,excellent,poor,Management,security,Sales and Marketing,yes,Science fiction,Management,hard worker,yes,yes,Mobile Applications Developer
+4,3,4,9,no,no,r programming,web technologies,excellent,excellent,hacking,testing,Product based,no,Guide,Management,smart worker,no,no,Mobile Applications Developer
+1,4,4,8,yes,no,hadoop,system designing,medium,poor,IOT,system developer,Product based,yes,Cookbooks,Technical,smart worker,no,yes,Mobile Applications Developer
+1,0,3,6,yes,yes,information security,web technologies,excellent,medium,data engineering,cloud computing,Product based,yes,Romance,Management,smart worker,yes,yes,Mobile Applications Developer
+9,3,3,3,no,yes,python,data science,poor,medium,cloud computing,security,Cloud Services,yes,History,Management,hard worker,yes,yes,Mobile Applications Developer
+9,1,3,7,no,no,machine learning,data science,excellent,poor,Software Engineering,Business process analyst,SAaS services,no,Journals,Management,smart worker,no,yes,Mobile Applications Developer
+4,6,1,2,no,no,distro making,game development,poor,medium,Software Engineering,Business process analyst,Finance,no,Fantasy,Management,hard worker,no,yes,Mobile Applications Developer
+5,4,8,8,no,yes,hadoop,system designing,poor,medium,cloud computing,system developer,Service Based,yes,Horror,Technical,hard worker,no,no,Mobile Applications Developer
+9,3,4,2,yes,no,python,system designing,excellent,medium,programming,security,Finance,no,Self help,Technical,hard worker,yes,no,Mobile Applications Developer
+6,3,5,8,no,no,machine learning,cloud computing,medium,medium,networks,cloud computing,Testing and Maintainance Services,no,Health,Technical,smart worker,yes,yes,Mobile Applications Developer
+5,4,1,3,no,yes,distro making,web technologies,excellent,excellent,IOT,security,Finance,no,Comics,Technical,hard worker,yes,no,Mobile Applications Developer
+8,2,4,4,no,yes,r programming,system designing,poor,poor,hacking,developer,Testing and Maintainance Services,yes,Math,Management,smart worker,yes,yes,Mobile Applications Developer
+9,0,3,5,yes,yes,information security,testing,poor,poor,data engineering,Business process analyst,Cloud Services,yes,Science fiction,Management,hard worker,yes,no,Mobile Applications Developer
+9,1,7,3,yes,no,python,database security,medium,excellent,Computer Architecture,cloud computing,Finance,no,Dictionaries,Technical,smart worker,yes,no,Mobile Applications Developer
+3,5,8,4,yes,no,python,system designing,medium,excellent,IOT,security,BPA,yes,Math,Management,hard worker,no,yes,Mobile Applications Developer
+4,0,7,9,no,no,python,database security,excellent,medium,cloud computing,developer,BPA,yes,Fantasy,Technical,smart worker,yes,no,Mobile Applications Developer
+3,5,3,1,no,no,python,cloud computing,excellent,poor,programming,testing,Testing and Maintainance Services,yes,Guide,Management,hard worker,yes,no,Mobile Applications Developer
+2,5,2,2,yes,no,hadoop,hacking,medium,medium,cloud computing,system developer,BPA,no,Travel,Management,hard worker,yes,no,Mobile Applications Developer
+2,2,2,6,no,no,full stack,testing,excellent,excellent,programming,system developer,BPA,no,Health,Technical,smart worker,no,yes,Mobile Applications Developer
+7,5,7,4,yes,yes,machine learning,system designing,excellent,poor,Software Engineering,testing,Sales and Marketing,no,Travel,Management,hard worker,yes,no,Mobile Applications Developer
+8,4,3,6,no,no,python,data science,medium,poor,Software Engineering,system developer,BPA,no,Fantasy,Management,smart worker,yes,no,Mobile Applications Developer
+5,4,1,9,yes,no,python,cloud computing,excellent,medium,networks,developer,Service Based,yes,Drama,Management,hard worker,no,no,Mobile Applications Developer
+7,6,3,2,yes,yes,machine learning,web technologies,excellent,poor,hacking,testing,product development,yes,Health,Technical,hard worker,yes,no,Mobile Applications Developer
+8,0,5,9,yes,yes,machine learning,system designing,medium,medium,hacking,cloud computing,product development,yes,Trilogy,Technical,smart worker,yes,no,Mobile Applications Developer
+7,0,5,2,yes,yes,hadoop,hacking,excellent,medium,Computer Architecture,developer,product development,yes,Trilogy,Management,smart worker,yes,no,Mobile Applications Developer
+5,0,1,7,no,yes,full stack,hacking,poor,medium,Software Engineering,developer,Service Based,no,Series,Technical,hard worker,no,no,Mobile Applications Developer
+2,4,3,9,yes,no,full stack,database security,medium,medium,programming,developer,Cloud Services,no,Comics,Technical,smart worker,yes,no,Mobile Applications Developer
+4,0,7,9,no,yes,app development,game development,poor,excellent,hacking,cloud computing,product development,yes,Trilogy,Technical,smart worker,no,yes,Mobile Applications Developer
+8,1,9,1,no,yes,machine learning,cloud computing,excellent,medium,parallel computing,cloud computing,product development,no,Trilogy,Technical,smart worker,no,no,Mobile Applications Developer
+6,6,5,4,no,yes,information security,web technologies,poor,poor,data engineering,developer,Product based,yes,Self help,Technical,hard worker,no,no,Mobile Applications Developer
+9,0,3,4,no,yes,shell programming,testing,medium,medium,parallel computing,system developer,Cloud Services,no,Diaries,Technical,smart worker,yes,no,Mobile Applications Developer
+8,1,6,2,no,yes,distro making,web technologies,poor,medium,programming,developer,Service Based,no,Autobiographies,Technical,smart worker,no,no,Mobile Applications Developer
+5,4,6,5,no,yes,app development,web technologies,excellent,medium,IOT,testing,Web Services,no,Diaries,Management,smart worker,no,no,Mobile Applications Developer
+2,4,3,7,yes,yes,information security,cloud computing,excellent,poor,programming,security,SAaS services,yes,Prayer books,Technical,smart worker,no,no,Mobile Applications Developer
+2,0,1,1,yes,no,full stack,web technologies,poor,excellent,cloud computing,developer,Web Services,yes,Self help,Management,smart worker,yes,yes,Mobile Applications Developer
+3,6,6,1,yes,yes,hadoop,system designing,excellent,medium,IOT,security,BPA,yes,Math,Management,smart worker,yes,yes,Mobile Applications Developer
+4,0,6,6,no,yes,r programming,system designing,medium,medium,programming,security,Finance,no,Journals,Management,hard worker,yes,no,Mobile Applications Developer
+3,3,8,4,yes,yes,shell programming,cloud computing,poor,excellent,cloud computing,Business process analyst,Product based,yes,Journals,Technical,smart worker,yes,yes,Mobile Applications Developer
+6,3,3,7,yes,no,machine learning,data science,excellent,poor,IOT,cloud computing,Service Based,yes,Mystery,Management,smart worker,no,no,Mobile Applications Developer
+3,5,8,2,no,no,information security,hacking,poor,medium,Management,testing,BPA,no,Drama,Technical,smart worker,yes,no,Mobile Applications Developer
+1,3,3,4,yes,no,distro making,hacking,poor,poor,programming,Business process analyst,BPA,yes,Trilogy,Technical,smart worker,yes,yes,Mobile Applications Developer
+9,1,1,4,yes,yes,app development,database security,medium,poor,data engineering,security,Service Based,yes,Religion-Spirituality,Management,hard worker,no,yes,Mobile Applications Developer
+7,5,9,8,yes,yes,r programming,data science,excellent,medium,programming,cloud computing,Finance,yes,Guide,Technical,smart worker,yes,no,Mobile Applications Developer
+9,5,2,2,no,no,python,hacking,excellent,excellent,networks,cloud computing,product development,no,Travel,Management,hard worker,no,yes,Mobile Applications Developer
+8,5,8,3,yes,no,full stack,game development,excellent,excellent,data engineering,security,Sales and Marketing,yes,Cookbooks,Technical,smart worker,no,yes,Mobile Applications Developer
+3,5,7,6,no,no,python,system designing,medium,excellent,cloud computing,security,product development,no,Fantasy,Management,hard worker,yes,no,Mobile Applications Developer
+5,2,1,5,no,no,full stack,hacking,poor,poor,parallel computing,cloud computing,Service Based,yes,Health,Management,smart worker,no,yes,Mobile Applications Developer
+6,3,5,8,no,yes,hadoop,web technologies,excellent,medium,Management,security,product development,no,Drama,Management,hard worker,yes,no,Mobile Applications Developer
+8,3,8,9,no,no,hadoop,cloud computing,excellent,medium,hacking,Business process analyst,BPA,no,Fantasy,Management,hard worker,no,no,Mobile Applications Developer
+8,5,1,9,no,no,machine learning,testing,excellent,poor,data engineering,Business process analyst,Service Based,yes,Comics,Management,smart worker,yes,yes,Mobile Applications Developer
+1,4,4,6,yes,yes,python,testing,excellent,medium,IOT,cloud computing,product development,no,Journals,Management,hard worker,yes,yes,Mobile Applications Developer
+3,3,7,2,no,no,app development,database security,poor,medium,networks,Business process analyst,Cloud Services,no,Trilogy,Technical,smart worker,no,no,Mobile Applications Developer
+5,0,3,5,no,no,information security,hacking,poor,medium,programming,system developer,Cloud Services,no,Religion-Spirituality,Technical,smart worker,no,yes,Mobile Applications Developer
+3,4,4,7,yes,no,app development,hacking,poor,poor,IOT,system developer,Testing and Maintainance Services,no,Health,Management,smart worker,no,no,Mobile Applications Developer
+1,3,4,9,no,no,hadoop,cloud computing,medium,medium,cloud computing,Business process analyst,Service Based,yes,Health,Technical,smart worker,yes,no,Mobile Applications Developer
+4,0,8,7,yes,yes,full stack,hacking,excellent,excellent,programming,testing,Product based,no,Self help,Technical,hard worker,no,yes,Mobile Applications Developer
+4,2,8,1,no,no,shell programming,database security,poor,medium,hacking,Business process analyst,Web Services,no,Health,Technical,smart worker,yes,no,Mobile Applications Developer
+6,2,7,1,yes,yes,r programming,game development,medium,medium,Computer Architecture,testing,SAaS services,no,Childrens,Management,smart worker,no,no,Mobile Applications Developer
+2,4,5,4,yes,no,distro making,cloud computing,medium,medium,programming,developer,Finance,no,History,Technical,hard worker,no,no,Mobile Applications Developer
+6,0,5,6,no,yes,python,game development,excellent,medium,hacking,security,Cloud Services,no,Romance,Management,hard worker,yes,no,Mobile Applications Developer
+7,6,1,8,yes,yes,python,game development,excellent,poor,cloud computing,developer,Cloud Services,no,Satire,Technical,hard worker,no,yes,Mobile Applications Developer
+3,0,6,4,no,no,shell programming,web technologies,medium,medium,networks,cloud computing,Cloud Services,no,Guide,Technical,hard worker,no,yes,Mobile Applications Developer
+3,6,3,5,no,yes,information security,testing,medium,excellent,programming,security,BPA,yes,Comics,Technical,smart worker,no,no,Mobile Applications Developer
+7,4,8,5,no,no,shell programming,hacking,poor,excellent,hacking,cloud computing,Product based,no,Journals,Technical,hard worker,no,no,Mobile Applications Developer
+8,4,9,5,yes,yes,app development,data science,medium,poor,Software Engineering,system developer,Product based,yes,Journals,Management,smart worker,no,yes,Mobile Applications Developer
+8,6,4,3,no,yes,python,database security,poor,excellent,cloud computing,system developer,Finance,yes,Comics,Management,hard worker,yes,yes,Mobile Applications Developer
+1,1,1,4,no,no,machine learning,cloud computing,excellent,excellent,data engineering,security,Product based,no,Diaries,Management,smart worker,no,yes,Mobile Applications Developer
+5,2,9,3,no,yes,machine learning,game development,poor,excellent,networks,developer,Cloud Services,yes,Biographies,Management,smart worker,no,yes,Mobile Applications Developer
+8,3,6,8,no,yes,app development,system designing,excellent,excellent,parallel computing,developer,Cloud Services,no,Action and Adventure,Technical,hard worker,no,no,Mobile Applications Developer
+1,4,7,5,yes,yes,python,system designing,poor,medium,IOT,system developer,BPA,yes,History,Management,smart worker,no,no,Mobile Applications Developer
+8,2,4,1,no,yes,app development,system designing,excellent,medium,programming,developer,Product based,no,Horror,Technical,smart worker,yes,no,Mobile Applications Developer
+2,1,2,2,yes,no,information security,web technologies,medium,medium,networks,testing,BPA,yes,Satire,Technical,hard worker,no,yes,Mobile Applications Developer
+1,5,7,5,yes,yes,information security,database security,medium,medium,parallel computing,developer,product development,no,Prayer books,Technical,smart worker,yes,yes,Mobile Applications Developer
+9,5,1,7,no,no,full stack,hacking,poor,medium,programming,developer,Web Services,yes,Science,Technical,hard worker,no,no,Mobile Applications Developer
+2,2,8,1,no,no,full stack,web technologies,poor,medium,hacking,Business process analyst,SAaS services,no,Trilogy,Technical,smart worker,no,yes,Mobile Applications Developer
+4,6,5,6,no,no,hadoop,system designing,excellent,poor,networks,cloud computing,Service Based,yes,Diaries,Management,hard worker,no,yes,Mobile Applications Developer
+9,3,5,6,no,yes,information security,data science,medium,excellent,Computer Architecture,security,product development,no,History,Management,smart worker,no,yes,Mobile Applications Developer
+9,6,3,8,no,yes,python,hacking,excellent,poor,Computer Architecture,testing,Finance,yes,Guide,Technical,hard worker,no,no,Mobile Applications Developer
+4,4,5,5,yes,no,shell programming,testing,medium,medium,cloud computing,security,Finance,no,Drama,Technical,hard worker,no,yes,Mobile Applications Developer
+6,2,9,5,no,yes,information security,hacking,excellent,medium,hacking,testing,Finance,yes,Comics,Technical,smart worker,yes,yes,Mobile Applications Developer
+4,3,8,1,no,yes,full stack,database security,poor,medium,IOT,Business process analyst,Testing and Maintainance Services,no,Romance,Technical,hard worker,yes,no,Mobile Applications Developer
+5,2,8,9,yes,yes,python,testing,excellent,poor,cloud computing,testing,Finance,no,Self help,Management,smart worker,yes,no,Mobile Applications Developer
+6,0,9,2,yes,yes,r programming,cloud computing,excellent,excellent,hacking,Business process analyst,Product based,no,Horror,Management,smart worker,yes,no,Mobile Applications Developer
+3,4,2,5,no,no,full stack,game development,poor,excellent,Software Engineering,developer,BPA,yes,Journals,Technical,smart worker,yes,no,Mobile Applications Developer
+6,5,4,9,no,no,hadoop,testing,medium,excellent,Management,Business process analyst,Cloud Services,yes,Horror,Management,hard worker,no,yes,Mobile Applications Developer
+9,2,3,7,no,no,hadoop,data science,medium,poor,parallel computing,security,BPA,yes,Guide,Technical,hard worker,no,yes,Mobile Applications Developer
+8,0,5,4,yes,no,full stack,web technologies,poor,excellent,cloud computing,developer,Web Services,no,Science,Management,smart worker,no,yes,Mobile Applications Developer
+2,4,1,1,yes,no,full stack,cloud computing,poor,poor,Computer Architecture,system developer,Finance,yes,Satire,Management,hard worker,yes,no,Mobile Applications Developer
+7,4,3,1,no,no,machine learning,hacking,poor,medium,hacking,Business process analyst,Testing and Maintainance Services,yes,History,Management,smart worker,yes,yes,Mobile Applications Developer
+9,1,4,1,no,yes,distro making,cloud computing,medium,excellent,programming,cloud computing,BPA,no,Art,Management,smart worker,no,yes,Mobile Applications Developer
+6,5,4,5,no,yes,machine learning,database security,medium,poor,Computer Architecture,system developer,Testing and Maintainance Services,yes,Biographies,Management,hard worker,no,no,Mobile Applications Developer
+5,3,3,1,no,no,shell programming,testing,excellent,medium,hacking,system developer,Web Services,yes,Travel,Management,hard worker,yes,no,Mobile Applications Developer
+2,4,4,9,no,no,full stack,hacking,poor,poor,IOT,testing,Product based,no,Encyclopedias,Management,hard worker,yes,no,Mobile Applications Developer
+4,2,6,9,yes,no,python,web technologies,poor,excellent,hacking,testing,product development,yes,Math,Technical,hard worker,no,no,Mobile Applications Developer
+7,1,9,8,yes,no,machine learning,system designing,medium,poor,Software Engineering,security,BPA,no,Anthology,Management,hard worker,yes,yes,Mobile Applications Developer
+9,6,9,2,no,yes,shell programming,hacking,medium,medium,programming,testing,Cloud Services,yes,Comics,Technical,smart worker,yes,no,Mobile Applications Developer
+5,5,5,8,yes,no,hadoop,testing,excellent,poor,programming,security,Finance,no,Series,Technical,hard worker,no,no,Mobile Applications Developer
+1,6,7,4,yes,yes,hadoop,database security,excellent,poor,cloud computing,cloud computing,Testing and Maintainance Services,no,Series,Management,hard worker,no,yes,Mobile Applications Developer
+3,2,2,5,yes,no,app development,testing,poor,poor,hacking,system developer,Finance,yes,Trilogy,Technical,hard worker,no,yes,Mobile Applications Developer
+8,2,8,4,no,no,hadoop,web technologies,poor,poor,data engineering,Business process analyst,Web Services,no,Mystery,Management,smart worker,yes,no,Mobile Applications Developer
+3,4,5,1,yes,no,r programming,system designing,medium,excellent,networks,Business process analyst,BPA,yes,Self help,Management,smart worker,yes,yes,Mobile Applications Developer
+9,6,1,2,no,no,hadoop,database security,poor,medium,networks,testing,Testing and Maintainance Services,yes,Science fiction,Technical,hard worker,yes,no,Mobile Applications Developer
+9,6,9,6,yes,no,machine learning,testing,excellent,poor,Computer Architecture,cloud computing,Sales and Marketing,no,Guide,Technical,hard worker,yes,no,Mobile Applications Developer
+8,1,4,6,yes,no,hadoop,database security,excellent,excellent,cloud computing,developer,Sales and Marketing,no,Journals,Management,smart worker,no,no,Mobile Applications Developer
+4,6,9,6,yes,no,machine learning,web technologies,excellent,medium,programming,testing,Cloud Services,yes,Poetry,Technical,hard worker,yes,yes,Mobile Applications Developer
+2,3,8,7,yes,no,full stack,system designing,excellent,excellent,Management,developer,Web Services,yes,Self help,Technical,smart worker,no,no,Mobile Applications Developer
+2,5,4,7,no,yes,information security,system designing,poor,medium,cloud computing,developer,Cloud Services,yes,Mystery,Management,smart worker,no,no,Mobile Applications Developer
+4,6,4,9,no,yes,shell programming,data science,medium,poor,data engineering,security,SAaS services,no,Romance,Management,hard worker,yes,yes,Mobile Applications Developer
+4,0,5,7,no,yes,distro making,web technologies,poor,excellent,parallel computing,system developer,BPA,yes,Dictionaries,Technical,smart worker,yes,yes,Mobile Applications Developer
+1,2,3,6,no,yes,hadoop,system designing,excellent,medium,programming,security,Service Based,no,Biographies,Technical,smart worker,yes,no,Mobile Applications Developer
+9,4,2,7,no,no,machine learning,testing,excellent,poor,hacking,system developer,SAaS services,no,Encyclopedias,Technical,hard worker,yes,no,Mobile Applications Developer
+8,6,3,1,yes,yes,machine learning,hacking,excellent,excellent,Management,testing,product development,no,Health,Technical,hard worker,yes,yes,Mobile Applications Developer
+8,6,7,2,yes,no,information security,web technologies,excellent,excellent,data engineering,developer,product development,yes,Drama,Management,hard worker,yes,no,Mobile Applications Developer
+7,6,1,5,no,yes,app development,system designing,excellent,medium,Computer Architecture,testing,product development,no,Travel,Technical,smart worker,yes,no,Mobile Applications Developer
+5,2,2,5,yes,yes,information security,data science,medium,poor,Software Engineering,developer,Cloud Services,no,Science fiction,Technical,hard worker,no,no,Mobile Applications Developer
+1,2,1,4,yes,yes,machine learning,cloud computing,medium,poor,hacking,developer,Service Based,yes,Travel,Technical,hard worker,no,yes,Mobile Applications Developer
+2,0,6,5,yes,yes,shell programming,hacking,poor,poor,programming,developer,BPA,no,Trilogy,Management,smart worker,no,no,Mobile Applications Developer
+6,1,6,8,no,no,hadoop,web technologies,poor,medium,cloud computing,security,Product based,yes,Trilogy,Technical,smart worker,no,yes,Mobile Applications Developer
+6,4,4,3,yes,no,app development,web technologies,excellent,poor,programming,cloud computing,SAaS services,yes,Horror,Technical,smart worker,yes,no,Mobile Applications Developer
+8,4,1,8,no,no,r programming,system designing,excellent,excellent,Software Engineering,security,Finance,no,Encyclopedias,Management,smart worker,no,yes,Mobile Applications Developer
+5,3,2,2,no,no,information security,data science,medium,poor,data engineering,developer,Cloud Services,no,Self help,Technical,hard worker,yes,no,Mobile Applications Developer
+5,3,7,4,no,yes,distro making,data science,poor,medium,programming,security,Service Based,yes,Trilogy,Technical,smart worker,no,no,Mobile Applications Developer
+2,4,4,5,yes,yes,full stack,hacking,poor,excellent,cloud computing,system developer,Web Services,yes,Horror,Technical,smart worker,yes,no,Mobile Applications Developer
+4,0,1,3,yes,no,python,system designing,medium,poor,data engineering,developer,Cloud Services,no,Satire,Technical,hard worker,no,yes,Mobile Applications Developer
+5,2,2,4,yes,yes,app development,data science,medium,medium,programming,Business process analyst,BPA,no,Childrens,Management,smart worker,yes,no,Mobile Applications Developer
+8,0,5,5,yes,no,hadoop,data science,poor,excellent,parallel computing,developer,product development,no,Science,Management,smart worker,yes,yes,Mobile Applications Developer
+3,0,9,9,yes,yes,python,hacking,excellent,excellent,IOT,Business process analyst,Cloud Services,yes,Guide,Technical,smart worker,yes,yes,Mobile Applications Developer
+5,3,7,1,yes,no,app development,testing,poor,excellent,hacking,security,BPA,no,Math,Management,hard worker,yes,yes,Mobile Applications Developer
+8,2,3,4,no,no,r programming,game development,medium,medium,hacking,developer,Finance,yes,Art,Management,hard worker,yes,yes,Mobile Applications Developer
+6,0,5,2,yes,no,shell programming,data science,excellent,medium,Management,system developer,Testing and Maintainance Services,no,Action and Adventure,Management,hard worker,no,no,Mobile Applications Developer
+3,5,4,6,no,yes,r programming,testing,poor,medium,parallel computing,developer,Testing and Maintainance Services,no,Science fiction,Management,smart worker,yes,yes,Mobile Applications Developer
+2,1,5,4,yes,no,information security,game development,poor,poor,IOT,developer,Web Services,no,Encyclopedias,Technical,smart worker,no,no,Mobile Applications Developer
+9,3,1,5,yes,yes,machine learning,database security,poor,poor,programming,testing,Testing and Maintainance Services,yes,Guide,Management,hard worker,no,no,Mobile Applications Developer
+5,2,9,8,yes,no,r programming,hacking,excellent,medium,cloud computing,cloud computing,Web Services,yes,History,Technical,hard worker,yes,yes,Mobile Applications Developer
+8,4,5,5,no,no,distro making,testing,excellent,poor,cloud computing,developer,Service Based,yes,Journals,Management,smart worker,no,no,Mobile Applications Developer
+7,6,1,9,yes,yes,shell programming,web technologies,medium,excellent,hacking,system developer,Testing and Maintainance Services,no,Diaries,Management,hard worker,no,yes,Mobile Applications Developer
+3,1,4,5,no,no,python,database security,poor,poor,data engineering,security,Service Based,yes,Health,Management,hard worker,yes,yes,Mobile Applications Developer
+4,2,9,4,no,yes,information security,system designing,excellent,excellent,cloud computing,system developer,Finance,yes,Travel,Management,hard worker,no,no,Mobile Applications Developer
+8,2,3,9,yes,yes,information security,game development,medium,excellent,parallel computing,Business process analyst,product development,no,Autobiographies,Technical,hard worker,no,yes,Mobile Applications Developer
+9,1,2,7,yes,yes,shell programming,data science,poor,excellent,IOT,system developer,Sales and Marketing,no,Fantasy,Management,smart worker,yes,yes,Mobile Applications Developer
+9,1,9,8,yes,no,shell programming,database security,medium,medium,IOT,system developer,Finance,no,Prayer books,Technical,hard worker,no,yes,Mobile Applications Developer
+9,5,9,8,no,yes,machine learning,cloud computing,medium,medium,cloud computing,testing,Sales and Marketing,no,Poetry,Technical,hard worker,no,yes,Mobile Applications Developer
+9,6,5,7,no,yes,full stack,data science,poor,excellent,Software Engineering,system developer,Web Services,no,Art,Management,smart worker,no,yes,Mobile Applications Developer
+1,2,3,7,no,no,r programming,game development,excellent,medium,data engineering,system developer,Cloud Services,yes,Drama,Management,hard worker,no,no,Mobile Applications Developer
+3,5,6,3,yes,no,machine learning,database security,poor,medium,Management,Business process analyst,Web Services,yes,Guide,Technical,smart worker,no,yes,Mobile Applications Developer
+2,2,7,3,yes,yes,shell programming,system designing,medium,medium,cloud computing,cloud computing,SAaS services,no,Health,Management,smart worker,no,yes,Mobile Applications Developer
+4,2,6,9,yes,no,app development,game development,excellent,medium,programming,security,Web Services,yes,Trilogy,Management,smart worker,no,yes,Mobile Applications Developer
+3,2,9,1,no,no,distro making,testing,excellent,excellent,networks,testing,SAaS services,yes,Travel,Technical,smart worker,yes,yes,Mobile Applications Developer
+8,0,6,5,yes,yes,full stack,game development,medium,excellent,data engineering,system developer,Sales and Marketing,no,Satire,Technical,smart worker,no,yes,Mobile Applications Developer
+1,3,9,2,no,yes,r programming,data science,medium,medium,programming,developer,Finance,no,Dictionaries,Management,hard worker,no,no,Mobile Applications Developer
+4,2,4,7,no,no,python,hacking,excellent,poor,programming,Business process analyst,Testing and Maintainance Services,no,Health,Management,smart worker,no,yes,Mobile Applications Developer
+2,5,8,2,yes,no,app development,game development,excellent,medium,IOT,Business process analyst,SAaS services,yes,Dictionaries,Technical,smart worker,yes,yes,Mobile Applications Developer
+6,4,7,2,yes,yes,full stack,web technologies,medium,medium,Management,cloud computing,Sales and Marketing,yes,Trilogy,Technical,hard worker,no,no,Mobile Applications Developer
+2,3,2,6,yes,yes,information security,testing,medium,medium,parallel computing,security,product development,yes,Action and Adventure,Management,hard worker,no,yes,Mobile Applications Developer
+5,3,7,8,yes,yes,r programming,testing,poor,poor,hacking,cloud computing,Finance,no,Autobiographies,Management,hard worker,yes,yes,Mobile Applications Developer
+9,0,4,5,no,yes,full stack,hacking,poor,medium,hacking,system developer,BPA,no,Poetry,Technical,hard worker,yes,yes,Mobile Applications Developer
+2,2,1,8,yes,no,information security,testing,poor,medium,IOT,cloud computing,BPA,no,Action and Adventure,Management,smart worker,yes,no,Mobile Applications Developer
+8,1,8,9,yes,yes,distro making,database security,excellent,poor,cloud computing,security,Service Based,no,Religion-Spirituality,Management,smart worker,no,yes,Mobile Applications Developer
+4,5,9,5,yes,no,full stack,hacking,poor,excellent,IOT,developer,Product based,yes,Anthology,Management,hard worker,yes,yes,Mobile Applications Developer
+6,3,4,9,no,yes,shell programming,testing,excellent,poor,programming,cloud computing,product development,no,Horror,Management,smart worker,no,no,Mobile Applications Developer
+3,2,9,1,yes,yes,information security,data science,excellent,poor,hacking,testing,SAaS services,yes,Romance,Technical,hard worker,yes,no,Mobile Applications Developer
+7,1,7,1,yes,yes,shell programming,game development,poor,poor,networks,system developer,Testing and Maintainance Services,no,Science fiction,Management,smart worker,no,yes,Mobile Applications Developer
+9,2,9,2,yes,yes,machine learning,data science,medium,medium,cloud computing,security,Sales and Marketing,yes,Satire,Technical,smart worker,yes,yes,Mobile Applications Developer
+7,0,1,7,yes,yes,shell programming,system designing,excellent,excellent,hacking,security,Testing and Maintainance Services,no,Diaries,Technical,smart worker,no,no,Mobile Applications Developer
+4,1,6,9,no,no,distro making,game development,medium,medium,Management,security,Service Based,yes,Trilogy,Management,smart worker,no,no,Mobile Applications Developer
+4,6,1,5,yes,no,python,hacking,medium,excellent,Management,Business process analyst,Product based,yes,Horror,Management,smart worker,no,yes,Mobile Applications Developer
+2,1,7,1,yes,no,full stack,cloud computing,medium,medium,data engineering,system developer,SAaS services,yes,Biographies,Technical,smart worker,no,yes,Mobile Applications Developer
+2,1,8,5,no,yes,information security,cloud computing,excellent,medium,data engineering,developer,product development,no,Guide,Technical,hard worker,yes,no,Mobile Applications Developer
+3,0,3,7,yes,yes,machine learning,system designing,medium,excellent,cloud computing,security,Web Services,yes,Romance,Technical,smart worker,no,yes,Mobile Applications Developer
+2,6,5,8,no,no,machine learning,web technologies,excellent,poor,Management,developer,BPA,no,Action and Adventure,Technical,smart worker,no,yes,Mobile Applications Developer
+3,2,3,8,no,yes,full stack,system designing,excellent,excellent,programming,security,Service Based,no,Series,Management,smart worker,yes,no,Mobile Applications Developer
+3,5,5,3,yes,yes,python,game development,poor,medium,hacking,Business process analyst,Finance,no,Religion-Spirituality,Management,smart worker,no,yes,Mobile Applications Developer
+1,0,7,4,no,no,distro making,game development,medium,medium,IOT,developer,Service Based,no,Trilogy,Management,smart worker,no,yes,Mobile Applications Developer
+3,5,1,2,yes,yes,machine learning,hacking,medium,excellent,networks,Business process analyst,Service Based,no,Trilogy,Technical,smart worker,yes,yes,Mobile Applications Developer
+4,5,7,9,no,no,full stack,hacking,poor,medium,hacking,security,SAaS services,yes,Autobiographies,Technical,hard worker,yes,yes,Mobile Applications Developer
+7,4,1,3,yes,no,information security,cloud computing,medium,poor,programming,developer,SAaS services,yes,Religion-Spirituality,Management,smart worker,no,yes,Mobile Applications Developer
+8,2,9,2,yes,no,information security,system designing,medium,poor,networks,security,Cloud Services,yes,Poetry,Management,hard worker,no,no,Mobile Applications Developer
+7,5,1,9,yes,yes,r programming,testing,medium,medium,networks,developer,Web Services,no,Health,Management,hard worker,no,yes,Mobile Applications Developer
+4,3,1,4,no,no,hadoop,web technologies,excellent,excellent,IOT,cloud computing,SAaS services,no,Series,Management,smart worker,yes,no,Mobile Applications Developer
+3,5,1,7,no,no,python,system designing,excellent,excellent,cloud computing,Business process analyst,Testing and Maintainance Services,no,Guide,Management,smart worker,no,no,Mobile Applications Developer
+9,0,8,7,yes,yes,app development,web technologies,poor,poor,networks,cloud computing,Testing and Maintainance Services,yes,Horror,Management,smart worker,yes,no,Mobile Applications Developer
+3,2,1,3,yes,no,python,web technologies,excellent,poor,Management,Business process analyst,Finance,yes,Horror,Management,hard worker,yes,yes,Mobile Applications Developer
+6,2,4,3,yes,no,app development,cloud computing,poor,poor,IOT,cloud computing,SAaS services,yes,Action and Adventure,Technical,hard worker,no,no,Mobile Applications Developer
+4,6,4,1,no,no,python,game development,poor,excellent,programming,developer,Product based,no,Anthology,Management,hard worker,no,no,Mobile Applications Developer
+3,6,9,8,yes,yes,shell programming,web technologies,excellent,poor,parallel computing,developer,Testing and Maintainance Services,no,History,Technical,hard worker,no,no,Mobile Applications Developer
+5,2,5,5,yes,yes,app development,data science,medium,excellent,data engineering,Business process analyst,Cloud Services,no,Health,Management,smart worker,yes,yes,Mobile Applications Developer
+5,1,4,7,no,no,information security,web technologies,excellent,excellent,Computer Architecture,Business process analyst,SAaS services,yes,Dictionaries,Management,smart worker,yes,no,Mobile Applications Developer
+9,5,6,5,no,no,shell programming,web technologies,medium,medium,hacking,security,Web Services,yes,Horror,Technical,smart worker,no,yes,Mobile Applications Developer
+2,0,6,9,no,yes,full stack,cloud computing,medium,medium,Software Engineering,cloud computing,product development,no,Satire,Technical,smart worker,yes,yes,Mobile Applications Developer
+5,1,5,4,no,no,r programming,game development,medium,poor,programming,security,Service Based,no,Anthology,Management,smart worker,no,yes,Mobile Applications Developer
+5,6,8,1,no,no,r programming,system designing,excellent,excellent,networks,testing,product development,no,Art,Technical,hard worker,yes,yes,Mobile Applications Developer
+5,0,2,8,yes,yes,hadoop,system designing,poor,excellent,IOT,developer,Finance,no,Anthology,Management,smart worker,no,no,Mobile Applications Developer
+2,5,2,7,no,yes,hadoop,system designing,excellent,medium,Computer Architecture,cloud computing,product development,yes,Art,Technical,hard worker,no,yes,Mobile Applications Developer
+9,5,7,8,no,no,distro making,game development,excellent,poor,hacking,system developer,product development,no,Mystery,Management,smart worker,yes,yes,Mobile Applications Developer
+6,2,6,3,yes,no,r programming,database security,medium,excellent,Software Engineering,security,BPA,yes,Childrens,Technical,hard worker,yes,no,Mobile Applications Developer
+3,2,5,8,yes,no,information security,game development,medium,medium,cloud computing,security,BPA,no,Self help,Technical,smart worker,no,yes,Mobile Applications Developer
+1,1,1,3,no,yes,information security,database security,medium,medium,Software Engineering,developer,Web Services,yes,Mystery,Technical,hard worker,no,no,Mobile Applications Developer
+1,1,8,9,yes,yes,hadoop,database security,poor,excellent,data engineering,system developer,BPA,yes,Science,Technical,smart worker,no,yes,Mobile Applications Developer
+6,1,8,8,no,yes,shell programming,game development,poor,excellent,cloud computing,system developer,Service Based,no,Science,Management,hard worker,no,no,Mobile Applications Developer
+7,4,7,4,yes,no,app development,hacking,excellent,excellent,hacking,system developer,Sales and Marketing,no,Fantasy,Management,hard worker,yes,yes,Mobile Applications Developer
+3,6,1,2,yes,yes,hadoop,cloud computing,poor,medium,parallel computing,system developer,Sales and Marketing,no,Religion-Spirituality,Management,hard worker,no,no,Mobile Applications Developer
+3,2,5,4,no,yes,app development,hacking,poor,excellent,cloud computing,developer,BPA,no,Comics,Technical,smart worker,yes,yes,Mobile Applications Developer
+7,3,6,5,no,yes,distro making,cloud computing,poor,medium,Management,Business process analyst,BPA,yes,Math,Management,hard worker,yes,no,Mobile Applications Developer
+6,4,9,2,yes,yes,hadoop,system designing,medium,poor,Management,cloud computing,BPA,yes,Guide,Management,hard worker,no,yes,Mobile Applications Developer
+2,4,3,5,yes,yes,full stack,game development,excellent,poor,IOT,system developer,Service Based,yes,Dictionaries,Management,smart worker,yes,yes,Mobile Applications Developer
+9,4,2,9,yes,no,r programming,web technologies,excellent,poor,cloud computing,security,SAaS services,no,Religion-Spirituality,Technical,smart worker,yes,no,Mobile Applications Developer
+3,0,3,4,no,no,information security,system designing,medium,medium,programming,testing,Web Services,yes,Art,Management,smart worker,yes,no,Mobile Applications Developer
+3,5,5,4,yes,yes,r programming,system designing,excellent,poor,cloud computing,testing,Cloud Services,no,Religion-Spirituality,Technical,hard worker,no,yes,Mobile Applications Developer
+3,6,1,5,no,yes,app development,database security,excellent,poor,networks,testing,Testing and Maintainance Services,no,Self help,Technical,smart worker,no,no,Mobile Applications Developer
+5,6,4,1,yes,no,app development,game development,poor,excellent,networks,security,Cloud Services,yes,Self help,Management,smart worker,no,no,Mobile Applications Developer
+4,3,8,1,yes,no,full stack,system designing,medium,excellent,data engineering,cloud computing,SAaS services,no,Horror,Management,smart worker,yes,yes,Mobile Applications Developer
+1,3,5,9,yes,no,r programming,testing,medium,excellent,cloud computing,Business process analyst,Sales and Marketing,no,Dictionaries,Management,hard worker,no,yes,Mobile Applications Developer
+7,0,6,2,yes,yes,machine learning,game development,excellent,medium,IOT,Business process analyst,product development,yes,Science fiction,Technical,hard worker,no,yes,Mobile Applications Developer
+7,3,7,3,yes,yes,full stack,data science,excellent,poor,Software Engineering,cloud computing,product development,yes,Trilogy,Technical,hard worker,no,no,Mobile Applications Developer
+5,1,4,6,yes,no,python,system designing,poor,excellent,cloud computing,testing,BPA,no,Biographies,Technical,smart worker,no,no,Mobile Applications Developer
+1,2,4,6,yes,no,hadoop,system designing,excellent,medium,programming,developer,BPA,no,Horror,Management,smart worker,no,yes,Mobile Applications Developer
+7,4,1,1,yes,yes,machine learning,data science,medium,excellent,Computer Architecture,cloud computing,BPA,no,Science fiction,Technical,hard worker,yes,no,Mobile Applications Developer
+7,6,3,7,no,yes,app development,hacking,poor,poor,programming,security,Product based,no,Encyclopedias,Technical,smart worker,yes,yes,Mobile Applications Developer
+8,3,1,1,yes,yes,distro making,web technologies,poor,medium,data engineering,Business process analyst,BPA,no,Drama,Management,smart worker,no,yes,Mobile Applications Developer
+5,5,9,4,yes,no,distro making,testing,medium,excellent,data engineering,security,product development,no,Prayer books,Technical,smart worker,yes,no,Mobile Applications Developer
+5,6,9,7,yes,no,r programming,web technologies,medium,excellent,data engineering,Business process analyst,SAaS services,yes,Horror,Management,smart worker,yes,yes,Mobile Applications Developer
+2,0,5,9,yes,yes,information security,cloud computing,medium,excellent,Software Engineering,cloud computing,Sales and Marketing,no,Mystery,Management,smart worker,yes,no,Mobile Applications Developer
+2,4,9,5,yes,yes,machine learning,testing,poor,medium,hacking,system developer,BPA,no,Self help,Technical,smart worker,yes,yes,Mobile Applications Developer
+1,4,9,2,yes,yes,distro making,database security,poor,poor,cloud computing,system developer,Service Based,yes,Trilogy,Technical,smart worker,no,no,Mobile Applications Developer
+8,2,9,8,no,yes,information security,data science,medium,poor,Computer Architecture,testing,Sales and Marketing,yes,Drama,Technical,hard worker,no,yes,Mobile Applications Developer
+6,0,6,9,yes,no,machine learning,hacking,medium,medium,hacking,Business process analyst,BPA,yes,Guide,Management,hard worker,no,yes,Mobile Applications Developer
+2,0,7,1,yes,yes,distro making,system designing,medium,medium,Software Engineering,cloud computing,Product based,yes,Poetry,Management,smart worker,no,no,Mobile Applications Developer
+7,2,7,8,yes,yes,distro making,hacking,medium,excellent,Computer Architecture,security,Web Services,yes,Encyclopedias,Management,hard worker,yes,no,Mobile Applications Developer
+1,1,1,8,no,yes,distro making,hacking,medium,excellent,data engineering,developer,SAaS services,yes,Health,Technical,smart worker,yes,yes,Mobile Applications Developer
+3,2,7,6,yes,no,shell programming,database security,excellent,poor,programming,testing,Web Services,no,Poetry,Technical,hard worker,no,yes,Mobile Applications Developer
+6,2,4,1,no,yes,app development,web technologies,medium,medium,Software Engineering,developer,BPA,no,Math,Management,smart worker,yes,yes,Mobile Applications Developer
+6,2,9,1,no,yes,full stack,cloud computing,excellent,poor,cloud computing,cloud computing,Testing and Maintainance Services,no,Autobiographies,Management,smart worker,yes,no,Mobile Applications Developer
+8,0,3,9,no,no,distro making,web technologies,excellent,poor,data engineering,developer,Finance,no,Self help,Technical,hard worker,no,yes,Mobile Applications Developer
+6,4,4,1,no,no,machine learning,game development,medium,excellent,parallel computing,Business process analyst,Cloud Services,no,Guide,Technical,smart worker,no,no,Mobile Applications Developer
+5,5,4,7,no,yes,app development,game development,excellent,excellent,Management,Business process analyst,Sales and Marketing,no,Biographies,Management,smart worker,no,no,Mobile Applications Developer
+6,3,2,7,no,no,information security,data science,excellent,excellent,Computer Architecture,testing,Service Based,yes,Childrens,Technical,hard worker,no,yes,Mobile Applications Developer
+6,6,1,6,no,yes,shell programming,cloud computing,excellent,medium,IOT,system developer,Finance,no,Guide,Technical,hard worker,yes,yes,Mobile Applications Developer
+9,3,3,6,yes,no,distro making,system designing,medium,medium,parallel computing,system developer,BPA,no,Dictionaries,Management,hard worker,no,no,Mobile Applications Developer
+1,2,5,9,yes,yes,information security,web technologies,excellent,poor,hacking,security,Cloud Services,no,Diaries,Management,smart worker,yes,yes,Mobile Applications Developer
+8,0,1,5,yes,yes,machine learning,data science,medium,poor,programming,security,BPA,yes,Anthology,Management,hard worker,no,yes,Mobile Applications Developer
+3,5,9,1,yes,yes,shell programming,testing,medium,medium,cloud computing,Business process analyst,Sales and Marketing,yes,Series,Management,hard worker,yes,no,Mobile Applications Developer
+8,0,9,8,no,yes,distro making,database security,excellent,poor,data engineering,security,Testing and Maintainance Services,no,Guide,Technical,smart worker,no,no,Mobile Applications Developer
+2,6,4,9,yes,yes,machine learning,system designing,medium,excellent,hacking,cloud computing,product development,yes,Anthology,Technical,hard worker,no,yes,Mobile Applications Developer
+8,3,3,4,no,yes,shell programming,web technologies,medium,medium,programming,security,Testing and Maintainance Services,yes,Satire,Technical,smart worker,yes,no,Mobile Applications Developer
+2,2,2,4,no,yes,full stack,database security,poor,poor,programming,system developer,Finance,no,Cookbooks,Technical,hard worker,yes,yes,Mobile Applications Developer
+8,0,4,3,no,no,information security,database security,poor,medium,Computer Architecture,testing,Cloud Services,no,Guide,Technical,smart worker,no,yes,Mobile Applications Developer
+1,0,3,2,no,no,information security,system designing,excellent,medium,networks,system developer,Testing and Maintainance Services,yes,Fantasy,Management,smart worker,no,yes,Mobile Applications Developer
+4,1,9,1,yes,no,machine learning,system designing,poor,poor,Computer Architecture,developer,Finance,yes,Religion-Spirituality,Management,hard worker,no,no,Mobile Applications Developer
+5,2,3,2,no,no,app development,system designing,poor,poor,Software Engineering,system developer,Web Services,yes,Journals,Management,hard worker,yes,yes,Mobile Applications Developer
+7,4,2,9,yes,no,information security,database security,medium,poor,Computer Architecture,developer,Finance,no,Drama,Management,smart worker,no,no,Mobile Applications Developer
+6,1,1,8,no,yes,r programming,data science,poor,medium,hacking,system developer,Finance,no,Diaries,Technical,hard worker,yes,yes,Mobile Applications Developer
+7,1,6,6,yes,yes,hadoop,web technologies,poor,poor,networks,testing,Cloud Services,no,Biographies,Technical,smart worker,yes,no,Mobile Applications Developer
+2,2,2,6,no,yes,information security,database security,excellent,medium,networks,Business process analyst,Service Based,no,Religion-Spirituality,Technical,hard worker,no,no,Mobile Applications Developer
+4,4,6,2,no,no,hadoop,web technologies,poor,medium,parallel computing,security,Service Based,yes,Art,Technical,hard worker,yes,yes,Mobile Applications Developer
+5,2,9,4,no,yes,python,testing,poor,poor,networks,developer,Web Services,no,Self help,Technical,smart worker,yes,yes,Mobile Applications Developer
+4,5,4,4,yes,no,r programming,testing,excellent,excellent,hacking,security,Finance,yes,History,Management,hard worker,no,yes,Mobile Applications Developer
+1,2,5,9,yes,yes,r programming,data science,poor,poor,parallel computing,testing,BPA,no,Diaries,Management,smart worker,yes,no,Mobile Applications Developer
+6,2,4,4,no,yes,information security,data science,excellent,poor,parallel computing,Business process analyst,Web Services,yes,Science fiction,Technical,smart worker,no,yes,Mobile Applications Developer
+6,6,5,9,yes,no,shell programming,game development,medium,excellent,hacking,Business process analyst,Web Services,no,Math,Technical,smart worker,no,yes,Mobile Applications Developer
+4,6,6,3,no,no,r programming,system designing,poor,medium,IOT,Business process analyst,SAaS services,yes,Satire,Management,hard worker,yes,yes,Mobile Applications Developer
+1,0,6,1,no,no,full stack,cloud computing,excellent,excellent,Computer Architecture,Business process analyst,Cloud Services,yes,Drama,Technical,hard worker,yes,yes,Mobile Applications Developer
+7,2,7,5,yes,yes,r programming,testing,excellent,medium,hacking,testing,Testing and Maintainance Services,yes,Drama,Management,hard worker,yes,no,Mobile Applications Developer
+8,6,7,8,no,no,information security,hacking,excellent,poor,parallel computing,Business process analyst,Testing and Maintainance Services,no,Journals,Technical,hard worker,yes,no,Mobile Applications Developer
+5,1,4,1,no,yes,hadoop,data science,medium,medium,programming,Business process analyst,BPA,no,Health,Management,hard worker,no,yes,Mobile Applications Developer
+9,0,3,8,yes,no,hadoop,system designing,poor,poor,IOT,developer,Product based,yes,Encyclopedias,Management,smart worker,no,no,Mobile Applications Developer
+8,4,9,4,yes,no,r programming,game development,poor,poor,Software Engineering,security,Cloud Services,yes,Mystery,Management,hard worker,yes,yes,Mobile Applications Developer
+2,6,9,4,yes,no,app development,testing,medium,excellent,Management,cloud computing,Sales and Marketing,yes,Art,Management,hard worker,no,yes,Mobile Applications Developer
+7,3,1,8,no,no,distro making,testing,medium,medium,networks,developer,SAaS services,yes,Action and Adventure,Management,hard worker,yes,yes,Mobile Applications Developer
+2,0,4,1,no,yes,distro making,testing,excellent,excellent,programming,system developer,BPA,yes,Fantasy,Technical,hard worker,yes,yes,Mobile Applications Developer
+9,1,5,3,yes,no,full stack,system designing,excellent,medium,IOT,Business process analyst,Web Services,yes,Health,Technical,hard worker,no,no,Mobile Applications Developer
+2,5,9,8,yes,no,distro making,hacking,poor,poor,data engineering,developer,BPA,no,Prayer books,Technical,hard worker,yes,yes,Mobile Applications Developer
+4,3,2,3,no,no,machine learning,web technologies,excellent,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Trilogy,Technical,smart worker,yes,no,Mobile Applications Developer
+1,2,1,1,no,yes,hadoop,data science,excellent,poor,Management,cloud computing,product development,yes,Poetry,Technical,smart worker,no,no,Mobile Applications Developer
+9,6,2,8,no,yes,hadoop,database security,excellent,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,yes,no,Mobile Applications Developer
+6,1,3,7,no,yes,r programming,game development,medium,excellent,Software Engineering,developer,Product based,no,Science,Management,smart worker,yes,no,Mobile Applications Developer
+9,2,5,4,no,no,app development,game development,excellent,poor,parallel computing,system developer,SAaS services,no,Satire,Technical,hard worker,yes,yes,Mobile Applications Developer
+4,3,1,9,yes,no,distro making,testing,excellent,excellent,Computer Architecture,security,product development,no,Travel,Technical,hard worker,yes,no,Mobile Applications Developer
+7,5,7,3,yes,no,app development,web technologies,medium,medium,data engineering,testing,Service Based,yes,Romance,Technical,hard worker,yes,yes,Mobile Applications Developer
+2,5,7,8,no,no,r programming,cloud computing,excellent,poor,Computer Architecture,Business process analyst,Service Based,yes,Mystery,Management,hard worker,yes,yes,Mobile Applications Developer
+9,0,2,3,yes,yes,distro making,testing,excellent,medium,cloud computing,cloud computing,Cloud Services,yes,Cookbooks,Management,hard worker,no,yes,Mobile Applications Developer
+4,5,4,7,no,no,information security,system designing,poor,medium,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Guide,Management,hard worker,no,no,Mobile Applications Developer
+3,1,1,2,no,no,full stack,web technologies,poor,excellent,networks,security,Testing and Maintainance Services,no,Religion-Spirituality,Management,smart worker,yes,yes,Mobile Applications Developer
+9,5,4,5,no,yes,machine learning,game development,medium,poor,Computer Architecture,security,Cloud Services,yes,Math,Management,smart worker,yes,no,Mobile Applications Developer
+9,6,7,7,no,no,distro making,cloud computing,excellent,excellent,IOT,testing,Finance,yes,Guide,Technical,smart worker,no,no,Mobile Applications Developer
+2,1,6,5,yes,no,app development,hacking,excellent,excellent,networks,security,Sales and Marketing,no,Childrens,Management,hard worker,no,yes,Mobile Applications Developer
+3,0,2,9,no,yes,distro making,hacking,medium,medium,Software Engineering,Business process analyst,Service Based,yes,Travel,Management,smart worker,yes,no,Mobile Applications Developer
+4,1,3,3,yes,no,shell programming,cloud computing,poor,excellent,hacking,cloud computing,Web Services,yes,Romance,Technical,hard worker,no,no,Mobile Applications Developer
+5,2,7,1,no,no,hadoop,data science,medium,medium,IOT,Business process analyst,BPA,yes,Dictionaries,Management,hard worker,no,yes,Mobile Applications Developer
+8,2,6,2,yes,no,full stack,testing,medium,poor,Computer Architecture,testing,Testing and Maintainance Services,yes,Dictionaries,Technical,smart worker,no,no,Mobile Applications Developer
+7,5,4,5,no,no,machine learning,game development,excellent,excellent,networks,system developer,Product based,no,Religion-Spirituality,Management,smart worker,no,yes,Mobile Applications Developer
+4,4,4,1,no,yes,app development,data science,poor,poor,Software Engineering,testing,Cloud Services,no,Science fiction,Technical,smart worker,yes,no,Mobile Applications Developer
+6,3,3,3,no,yes,r programming,game development,medium,excellent,Computer Architecture,developer,Web Services,no,Drama,Technical,hard worker,no,no,Mobile Applications Developer
+2,1,5,3,no,no,hadoop,hacking,medium,excellent,IOT,security,Web Services,no,Childrens,Technical,smart worker,yes,yes,Mobile Applications Developer
+4,0,6,1,no,no,r programming,data science,excellent,poor,data engineering,cloud computing,Sales and Marketing,yes,Health,Management,hard worker,yes,yes,Mobile Applications Developer
+8,0,3,9,no,yes,python,testing,poor,excellent,IOT,testing,Testing and Maintainance Services,yes,Childrens,Management,smart worker,yes,no,Mobile Applications Developer
+4,3,2,5,yes,no,information security,hacking,poor,medium,cloud computing,system developer,Finance,yes,Biographies,Management,hard worker,no,yes,Mobile Applications Developer
+9,4,8,9,no,yes,distro making,data science,excellent,excellent,Computer Architecture,developer,Cloud Services,yes,Fantasy,Technical,smart worker,yes,no,Mobile Applications Developer
+2,2,7,7,yes,yes,r programming,data science,medium,excellent,networks,testing,Finance,no,Art,Management,smart worker,yes,yes,Mobile Applications Developer
+9,5,9,1,yes,yes,r programming,hacking,poor,medium,hacking,cloud computing,product development,no,Cookbooks,Technical,hard worker,no,no,Mobile Applications Developer
+4,6,2,1,no,no,app development,system designing,excellent,excellent,programming,security,Product based,no,Trilogy,Management,hard worker,yes,yes,Mobile Applications Developer
+3,0,2,5,no,yes,information security,system designing,excellent,excellent,IOT,security,product development,no,Religion-Spirituality,Technical,hard worker,no,yes,Mobile Applications Developer
+3,6,5,5,no,yes,shell programming,testing,excellent,excellent,hacking,Business process analyst,Sales and Marketing,no,Health,Management,hard worker,no,no,Mobile Applications Developer
+7,1,5,2,no,no,shell programming,web technologies,excellent,poor,Software Engineering,system developer,Product based,no,Autobiographies,Technical,smart worker,yes,no,Mobile Applications Developer
+2,5,1,2,yes,yes,information security,web technologies,poor,medium,programming,Business process analyst,Finance,yes,Trilogy,Technical,smart worker,no,no,Mobile Applications Developer
+7,4,2,9,yes,yes,r programming,database security,medium,medium,IOT,Business process analyst,Cloud Services,no,Fantasy,Technical,smart worker,yes,no,Mobile Applications Developer
+3,4,1,6,yes,yes,hadoop,testing,medium,medium,IOT,system developer,Service Based,yes,Dictionaries,Management,smart worker,no,yes,Mobile Applications Developer
+1,6,6,2,yes,yes,hadoop,hacking,poor,poor,hacking,Business process analyst,Service Based,no,Childrens,Management,hard worker,no,no,Mobile Applications Developer
+2,0,7,1,yes,yes,python,game development,poor,excellent,networks,cloud computing,Sales and Marketing,no,Self help,Management,smart worker,no,no,Mobile Applications Developer
+3,6,1,7,no,yes,hadoop,cloud computing,poor,medium,data engineering,cloud computing,SAaS services,yes,Encyclopedias,Technical,hard worker,yes,no,Mobile Applications Developer
+9,1,2,6,yes,no,app development,game development,excellent,medium,IOT,system developer,product development,no,Science fiction,Management,hard worker,no,yes,Mobile Applications Developer
+3,1,9,9,no,no,r programming,hacking,poor,medium,Computer Architecture,cloud computing,Web Services,yes,Action and Adventure,Management,hard worker,yes,yes,Mobile Applications Developer
+8,2,5,3,no,no,machine learning,database security,medium,excellent,programming,developer,Service Based,no,Anthology,Management,smart worker,no,no,Mobile Applications Developer
+4,2,2,5,no,no,information security,testing,poor,medium,hacking,system developer,SAaS services,no,Diaries,Management,smart worker,yes,yes,Mobile Applications Developer
+1,4,6,9,no,no,distro making,data science,excellent,poor,Software Engineering,cloud computing,product development,yes,Horror,Technical,smart worker,yes,no,Mobile Applications Developer
+2,1,8,9,yes,no,shell programming,cloud computing,poor,medium,cloud computing,security,Service Based,no,Action and Adventure,Technical,smart worker,no,yes,Mobile Applications Developer
+2,0,5,2,no,no,machine learning,database security,medium,excellent,parallel computing,system developer,BPA,yes,Autobiographies,Technical,hard worker,no,yes,Mobile Applications Developer
+9,3,1,7,no,no,shell programming,data science,poor,medium,parallel computing,cloud computing,Testing and Maintainance Services,no,Health,Technical,hard worker,yes,no,Mobile Applications Developer
+5,1,3,9,no,yes,r programming,data science,poor,medium,Computer Architecture,system developer,Service Based,yes,Action and Adventure,Management,hard worker,no,yes,Mobile Applications Developer
+1,5,9,6,yes,yes,hadoop,hacking,poor,excellent,Management,system developer,Cloud Services,yes,Biographies,Management,hard worker,yes,yes,Mobile Applications Developer
+3,1,8,6,no,no,shell programming,system designing,excellent,medium,Computer Architecture,security,BPA,no,Self help,Management,smart worker,yes,no,Mobile Applications Developer
+3,5,2,3,no,yes,r programming,data science,poor,poor,programming,testing,Product based,yes,Guide,Management,smart worker,no,no,Mobile Applications Developer
+9,6,3,2,no,no,r programming,system designing,excellent,excellent,Computer Architecture,Business process analyst,product development,no,Action and Adventure,Management,smart worker,yes,yes,Mobile Applications Developer
+9,3,2,5,no,no,r programming,hacking,poor,excellent,IOT,developer,Service Based,yes,Romance,Technical,smart worker,no,no,Mobile Applications Developer
+6,1,5,8,no,no,machine learning,system designing,excellent,excellent,programming,system developer,BPA,yes,Childrens,Technical,hard worker,no,no,Mobile Applications Developer
+4,6,7,2,no,no,shell programming,testing,poor,poor,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Health,Technical,hard worker,yes,no,Mobile Applications Developer
+1,5,2,8,yes,yes,python,hacking,poor,medium,parallel computing,Business process analyst,Service Based,no,Science,Technical,smart worker,no,no,Mobile Applications Developer
+2,6,8,3,no,no,information security,hacking,excellent,medium,Computer Architecture,system developer,BPA,no,Religion-Spirituality,Technical,hard worker,no,yes,Mobile Applications Developer
+9,5,7,3,yes,yes,r programming,web technologies,poor,poor,IOT,system developer,product development,yes,Self help,Technical,hard worker,no,no,Mobile Applications Developer
+5,6,1,4,yes,yes,information security,web technologies,poor,medium,Management,testing,BPA,no,Mystery,Technical,hard worker,no,yes,Mobile Applications Developer
+7,0,3,5,no,no,machine learning,cloud computing,poor,medium,programming,testing,product development,yes,Math,Management,hard worker,yes,yes,Mobile Applications Developer
+3,3,1,2,no,yes,r programming,cloud computing,poor,poor,Computer Architecture,cloud computing,SAaS services,no,Guide,Technical,smart worker,no,yes,Mobile Applications Developer
+5,1,4,5,no,no,information security,cloud computing,medium,medium,Management,security,BPA,yes,Romance,Management,smart worker,no,yes,Mobile Applications Developer
+8,6,2,5,no,yes,shell programming,cloud computing,poor,poor,data engineering,cloud computing,Finance,yes,Childrens,Management,hard worker,no,yes,Mobile Applications Developer
+7,1,6,2,yes,yes,distro making,database security,poor,excellent,hacking,Business process analyst,Product based,no,Guide,Technical,hard worker,no,no,Mobile Applications Developer
+9,0,7,7,no,no,distro making,game development,excellent,excellent,networks,developer,Service Based,yes,Series,Technical,smart worker,yes,no,Mobile Applications Developer
+2,3,6,2,no,yes,information security,system designing,medium,medium,IOT,developer,SAaS services,yes,Fantasy,Management,hard worker,no,no,Mobile Applications Developer
+7,6,5,1,no,no,shell programming,hacking,poor,medium,data engineering,security,Service Based,no,Drama,Management,hard worker,yes,yes,Mobile Applications Developer
+4,4,9,7,no,no,shell programming,cloud computing,medium,poor,IOT,cloud computing,Cloud Services,no,Romance,Management,smart worker,yes,yes,Mobile Applications Developer
+8,0,9,8,yes,yes,full stack,web technologies,medium,excellent,parallel computing,system developer,Finance,yes,Journals,Management,smart worker,yes,no,Mobile Applications Developer
+2,4,2,4,yes,yes,machine learning,data science,excellent,poor,parallel computing,cloud computing,Product based,yes,Fantasy,Management,smart worker,no,no,Mobile Applications Developer
+6,3,6,7,yes,yes,r programming,testing,excellent,poor,programming,Business process analyst,SAaS services,no,Cookbooks,Management,smart worker,yes,no,Mobile Applications Developer
+4,6,6,5,no,yes,shell programming,hacking,medium,excellent,hacking,system developer,BPA,no,Drama,Technical,hard worker,yes,yes,Mobile Applications Developer
+8,1,3,8,no,yes,machine learning,testing,medium,excellent,Software Engineering,testing,Web Services,no,Health,Management,smart worker,yes,yes,Mobile Applications Developer
+4,1,6,4,yes,yes,information security,hacking,medium,medium,cloud computing,Business process analyst,Service Based,yes,Autobiographies,Management,smart worker,yes,no,Mobile Applications Developer
+5,2,9,3,no,yes,full stack,system designing,medium,excellent,Software Engineering,security,Cloud Services,yes,Health,Technical,hard worker,yes,yes,Mobile Applications Developer
+4,6,5,1,no,no,full stack,game development,poor,excellent,hacking,cloud computing,product development,yes,Horror,Management,smart worker,yes,yes,Mobile Applications Developer
+7,4,2,6,yes,yes,app development,game development,excellent,poor,parallel computing,cloud computing,product development,no,Satire,Technical,smart worker,yes,no,Mobile Applications Developer
+8,3,9,6,no,no,shell programming,game development,poor,medium,networks,developer,Service Based,yes,Action and Adventure,Management,hard worker,yes,no,Mobile Applications Developer
+7,3,7,3,no,yes,shell programming,data science,poor,medium,data engineering,security,Web Services,yes,Science fiction,Technical,smart worker,yes,yes,Mobile Applications Developer
+4,5,1,6,no,no,distro making,web technologies,excellent,medium,data engineering,developer,product development,no,Journals,Technical,smart worker,no,yes,Mobile Applications Developer
+2,1,5,1,yes,no,python,hacking,poor,poor,Computer Architecture,Business process analyst,product development,no,Science fiction,Management,hard worker,yes,no,Mobile Applications Developer
+4,5,6,8,no,yes,information security,testing,excellent,excellent,cloud computing,security,Service Based,no,Guide,Management,smart worker,no,yes,Mobile Applications Developer
+9,2,1,4,yes,no,distro making,hacking,excellent,poor,IOT,system developer,Sales and Marketing,no,Action and Adventure,Technical,smart worker,yes,no,Mobile Applications Developer
+2,3,7,6,yes,yes,full stack,database security,medium,medium,Software Engineering,developer,BPA,no,Science,Management,smart worker,no,no,Mobile Applications Developer
+2,5,4,3,no,no,shell programming,data science,medium,poor,Software Engineering,security,Web Services,yes,Action and Adventure,Technical,hard worker,no,no,Mobile Applications Developer
+5,0,8,3,yes,no,python,game development,excellent,medium,data engineering,system developer,Finance,no,Journals,Technical,smart worker,no,no,Mobile Applications Developer
+2,1,3,2,yes,yes,r programming,testing,excellent,medium,parallel computing,testing,product development,no,Guide,Management,smart worker,no,no,Mobile Applications Developer
+7,6,9,2,yes,yes,app development,database security,excellent,medium,cloud computing,testing,Product based,yes,Horror,Management,smart worker,no,yes,Mobile Applications Developer
+5,2,7,1,yes,yes,app development,system designing,medium,excellent,Software Engineering,system developer,Finance,no,Horror,Technical,smart worker,no,yes,Mobile Applications Developer
+2,2,7,2,yes,yes,information security,web technologies,excellent,poor,Computer Architecture,system developer,product development,yes,Journals,Management,hard worker,yes,yes,Mobile Applications Developer
+2,2,8,6,no,yes,information security,database security,medium,poor,data engineering,testing,BPA,no,Drama,Management,hard worker,no,yes,Mobile Applications Developer
+5,2,1,1,no,yes,app development,database security,medium,excellent,programming,system developer,product development,yes,Dictionaries,Technical,smart worker,no,no,Mobile Applications Developer
+1,3,7,9,no,yes,r programming,database security,excellent,medium,Management,security,Web Services,yes,Self help,Management,smart worker,yes,yes,Mobile Applications Developer
+4,5,5,5,yes,no,shell programming,hacking,excellent,medium,networks,cloud computing,product development,no,Biographies,Technical,smart worker,no,yes,Mobile Applications Developer
+5,1,1,3,no,no,full stack,cloud computing,poor,excellent,data engineering,cloud computing,product development,yes,Drama,Management,hard worker,yes,no,Mobile Applications Developer
+3,1,8,6,yes,no,shell programming,testing,medium,excellent,Management,system developer,Service Based,yes,Encyclopedias,Management,hard worker,yes,no,Mobile Applications Developer
+5,2,2,3,yes,yes,python,hacking,excellent,medium,parallel computing,system developer,Sales and Marketing,no,Religion-Spirituality,Technical,smart worker,no,no,Mobile Applications Developer
+9,4,8,1,yes,no,full stack,game development,excellent,excellent,cloud computing,system developer,Finance,yes,Guide,Management,hard worker,yes,yes,Mobile Applications Developer
+2,4,9,4,no,no,r programming,data science,medium,excellent,Software Engineering,developer,Finance,yes,Poetry,Management,smart worker,no,yes,Mobile Applications Developer
+5,5,3,3,yes,no,information security,cloud computing,poor,excellent,data engineering,security,Web Services,no,Encyclopedias,Technical,smart worker,yes,yes,Mobile Applications Developer
+3,0,8,1,yes,yes,python,cloud computing,medium,excellent,Computer Architecture,testing,Finance,yes,Self help,Technical,hard worker,yes,no,Mobile Applications Developer
+5,2,4,9,no,yes,information security,testing,medium,medium,cloud computing,security,SAaS services,no,Series,Management,hard worker,no,yes,Mobile Applications Developer
+5,3,5,9,no,yes,shell programming,system designing,medium,poor,programming,testing,Web Services,no,Prayer books,Management,smart worker,yes,yes,Mobile Applications Developer
+8,4,1,8,no,no,shell programming,hacking,excellent,medium,parallel computing,Business process analyst,SAaS services,yes,Drama,Management,hard worker,yes,no,Mobile Applications Developer
+7,6,5,2,yes,no,r programming,cloud computing,excellent,medium,networks,developer,Cloud Services,yes,Science fiction,Management,smart worker,yes,yes,Mobile Applications Developer
+6,5,2,1,yes,yes,machine learning,testing,poor,medium,networks,developer,Sales and Marketing,no,Series,Management,hard worker,yes,no,Mobile Applications Developer
+7,5,7,2,yes,no,full stack,game development,poor,medium,Software Engineering,system developer,Finance,yes,Travel,Technical,hard worker,no,yes,Mobile Applications Developer
+3,5,4,4,no,yes,shell programming,hacking,poor,medium,parallel computing,cloud computing,product development,yes,Science,Technical,smart worker,no,no,Mobile Applications Developer
+5,3,7,8,yes,yes,app development,data science,medium,poor,Computer Architecture,system developer,Sales and Marketing,yes,Drama,Management,smart worker,yes,yes,Mobile Applications Developer
+5,0,1,8,yes,no,distro making,system designing,poor,poor,Computer Architecture,developer,product development,yes,Health,Management,smart worker,no,no,Mobile Applications Developer
+7,6,5,4,yes,no,python,data science,excellent,medium,networks,testing,SAaS services,yes,Encyclopedias,Technical,hard worker,no,no,Mobile Applications Developer
+4,5,1,5,yes,yes,shell programming,web technologies,poor,poor,hacking,system developer,Sales and Marketing,no,Guide,Management,smart worker,no,no,Mobile Applications Developer
+9,5,1,1,yes,no,app development,system designing,medium,poor,Software Engineering,testing,Service Based,yes,Horror,Management,hard worker,yes,no,Mobile Applications Developer
+9,0,8,3,no,yes,machine learning,hacking,medium,excellent,Computer Architecture,testing,Sales and Marketing,no,Horror,Management,smart worker,no,yes,Mobile Applications Developer
+3,5,1,4,yes,no,distro making,hacking,medium,medium,Computer Architecture,testing,Sales and Marketing,yes,Fantasy,Management,hard worker,no,no,Mobile Applications Developer
+2,3,6,3,no,yes,hadoop,testing,poor,poor,networks,system developer,Finance,no,Diaries,Management,hard worker,no,yes,Mobile Applications Developer
+9,5,4,2,yes,no,python,data science,excellent,excellent,parallel computing,testing,Finance,no,Health,Technical,hard worker,yes,no,Mobile Applications Developer
+6,1,7,8,no,no,distro making,cloud computing,poor,excellent,IOT,testing,Cloud Services,no,Dictionaries,Management,smart worker,no,no,Mobile Applications Developer
+4,0,5,1,yes,no,r programming,game development,medium,poor,hacking,system developer,Web Services,no,Health,Management,smart worker,yes,yes,Mobile Applications Developer
+5,0,6,5,no,yes,r programming,testing,excellent,medium,Computer Architecture,developer,Service Based,yes,Satire,Technical,smart worker,no,yes,Mobile Applications Developer
+6,5,8,8,no,yes,hadoop,testing,excellent,poor,data engineering,cloud computing,SAaS services,no,Mystery,Management,smart worker,no,no,Mobile Applications Developer
+7,1,2,7,yes,no,full stack,hacking,poor,poor,data engineering,Business process analyst,Cloud Services,no,History,Technical,smart worker,no,yes,Mobile Applications Developer
+9,1,8,5,yes,no,r programming,web technologies,medium,medium,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Series,Technical,smart worker,no,yes,Mobile Applications Developer
+8,0,7,2,no,yes,distro making,hacking,poor,poor,Software Engineering,system developer,Finance,yes,Drama,Management,smart worker,no,yes,Mobile Applications Developer
+4,1,9,1,no,yes,app development,testing,poor,medium,cloud computing,cloud computing,Sales and Marketing,no,Religion-Spirituality,Technical,hard worker,no,yes,Mobile Applications Developer
+4,0,1,2,no,no,shell programming,system designing,poor,poor,networks,testing,Product based,yes,Travel,Technical,hard worker,no,yes,Mobile Applications Developer
+9,3,9,8,no,yes,distro making,system designing,excellent,medium,programming,testing,Product based,yes,Self help,Management,hard worker,no,no,Mobile Applications Developer
+2,0,5,9,yes,no,full stack,game development,medium,poor,programming,cloud computing,Testing and Maintainance Services,yes,Mystery,Management,hard worker,no,yes,Mobile Applications Developer
+1,6,4,5,yes,no,shell programming,testing,medium,excellent,IOT,cloud computing,Cloud Services,no,Self help,Management,hard worker,no,yes,Mobile Applications Developer
+2,1,7,2,yes,no,shell programming,data science,poor,excellent,networks,Business process analyst,Product based,no,Mystery,Technical,smart worker,no,yes,Mobile Applications Developer
+7,0,4,2,yes,no,hadoop,data science,excellent,poor,IOT,testing,Testing and Maintainance Services,no,Math,Technical,hard worker,yes,yes,Mobile Applications Developer
+6,0,9,5,no,no,python,system designing,medium,excellent,Software Engineering,developer,Finance,yes,Series,Management,hard worker,no,yes,Mobile Applications Developer
+1,6,2,6,no,yes,full stack,game development,poor,medium,networks,system developer,BPA,no,Religion-Spirituality,Technical,hard worker,yes,no,Mobile Applications Developer
+6,3,6,6,yes,yes,machine learning,hacking,excellent,excellent,networks,Business process analyst,Finance,no,Anthology,Management,hard worker,yes,yes,Mobile Applications Developer
+7,0,4,9,yes,yes,hadoop,cloud computing,excellent,excellent,parallel computing,developer,Product based,no,Health,Technical,hard worker,yes,yes,Mobile Applications Developer
+3,5,9,5,yes,no,app development,system designing,medium,medium,Management,developer,Testing and Maintainance Services,yes,Poetry,Technical,hard worker,yes,no,Mobile Applications Developer
+2,0,6,1,yes,yes,distro making,testing,medium,poor,Software Engineering,security,Service Based,no,Horror,Technical,smart worker,no,no,Mobile Applications Developer
+9,5,1,1,no,yes,information security,cloud computing,medium,excellent,cloud computing,cloud computing,BPA,yes,Health,Management,smart worker,yes,yes,Mobile Applications Developer
+3,0,6,7,no,yes,machine learning,hacking,medium,medium,programming,testing,Cloud Services,yes,Guide,Management,hard worker,yes,no,Mobile Applications Developer
+2,1,7,6,no,yes,hadoop,web technologies,excellent,excellent,programming,developer,Testing and Maintainance Services,yes,Comics,Technical,smart worker,no,yes,Mobile Applications Developer
+1,4,8,5,no,no,machine learning,hacking,medium,excellent,cloud computing,Business process analyst,Finance,yes,Guide,Technical,hard worker,no,no,Mobile Applications Developer
+9,5,2,5,yes,yes,hadoop,system designing,medium,excellent,programming,system developer,product development,yes,Satire,Technical,smart worker,no,yes,Mobile Applications Developer
+1,3,6,9,yes,no,app development,testing,excellent,excellent,Computer Architecture,developer,BPA,no,Trilogy,Technical,hard worker,yes,yes,Mobile Applications Developer
+1,3,1,7,no,no,app development,testing,excellent,poor,Software Engineering,system developer,SAaS services,yes,Action and Adventure,Technical,smart worker,no,yes,Mobile Applications Developer
+4,6,2,6,yes,yes,information security,data science,poor,medium,networks,testing,Finance,yes,Series,Management,smart worker,yes,no,Mobile Applications Developer
+9,4,3,6,yes,yes,hadoop,web technologies,excellent,medium,Management,Business process analyst,Web Services,no,Drama,Management,smart worker,no,no,Mobile Applications Developer
+4,5,6,1,no,yes,r programming,cloud computing,poor,medium,data engineering,testing,Product based,yes,Action and Adventure,Management,hard worker,no,no,Mobile Applications Developer
+2,3,8,2,yes,yes,app development,hacking,excellent,medium,Computer Architecture,system developer,BPA,no,Drama,Management,hard worker,yes,no,Mobile Applications Developer
+8,5,6,6,no,yes,r programming,testing,excellent,poor,IOT,developer,SAaS services,yes,Horror,Technical,hard worker,yes,no,Mobile Applications Developer
+4,0,3,4,yes,no,python,data science,poor,medium,hacking,Business process analyst,Product based,yes,Guide,Technical,smart worker,no,yes,Mobile Applications Developer
+4,4,5,2,no,yes,machine learning,web technologies,excellent,medium,Management,developer,Product based,no,Guide,Technical,smart worker,no,yes,Mobile Applications Developer
+2,2,9,4,yes,yes,app development,data science,medium,poor,parallel computing,testing,Service Based,yes,Self help,Technical,hard worker,no,yes,Mobile Applications Developer
+9,6,7,8,no,no,app development,database security,excellent,poor,Software Engineering,system developer,BPA,no,Guide,Management,smart worker,yes,yes,Mobile Applications Developer
+9,0,6,7,yes,yes,shell programming,system designing,medium,poor,hacking,security,SAaS services,no,Drama,Management,smart worker,no,no,Mobile Applications Developer
+7,3,8,9,yes,yes,full stack,web technologies,poor,excellent,IOT,security,SAaS services,no,Anthology,Technical,smart worker,yes,yes,Mobile Applications Developer
+5,6,1,9,yes,yes,app development,testing,medium,medium,IOT,developer,Sales and Marketing,yes,Science,Technical,hard worker,yes,yes,Network Security Engineer
+3,3,7,8,no,yes,distro making,data science,medium,excellent,parallel computing,Business process analyst,BPA,no,Biographies,Management,hard worker,no,yes,Network Security Engineer
+7,3,1,1,no,yes,machine learning,web technologies,medium,medium,Software Engineering,cloud computing,Cloud Services,no,Self help,Management,smart worker,no,yes,Network Security Engineer
+2,6,6,3,no,yes,r programming,system designing,excellent,medium,parallel computing,security,Cloud Services,yes,Science,Management,smart worker,no,no,Network Security Engineer
+4,2,2,9,yes,yes,shell programming,web technologies,poor,poor,data engineering,testing,Service Based,no,Romance,Technical,hard worker,no,yes,Network Security Engineer
+5,1,8,5,no,no,hadoop,data science,medium,excellent,data engineering,system developer,Sales and Marketing,yes,Autobiographies,Technical,smart worker,no,no,Network Security Engineer
+7,6,7,8,no,yes,information security,web technologies,poor,excellent,programming,Business process analyst,Product based,yes,Diaries,Management,hard worker,yes,no,Network Security Engineer
+5,0,7,5,no,yes,machine learning,hacking,excellent,poor,Software Engineering,cloud computing,Service Based,yes,Anthology,Management,smart worker,yes,yes,Network Security Engineer
+3,6,8,5,yes,no,shell programming,database security,excellent,medium,parallel computing,Business process analyst,Sales and Marketing,yes,Health,Technical,hard worker,yes,no,Network Security Engineer
+5,0,5,7,no,no,app development,cloud computing,excellent,poor,Software Engineering,developer,Cloud Services,yes,Series,Management,smart worker,no,no,Network Security Engineer
+7,5,2,7,no,yes,python,hacking,excellent,excellent,networks,testing,Testing and Maintainance Services,yes,Health,Technical,hard worker,no,no,Network Security Engineer
+9,2,2,7,yes,no,app development,data science,poor,excellent,Management,Business process analyst,Service Based,no,Romance,Management,hard worker,no,yes,Network Security Engineer
+2,0,7,2,yes,yes,shell programming,game development,excellent,excellent,networks,Business process analyst,Sales and Marketing,no,Poetry,Management,hard worker,yes,yes,Network Security Engineer
+7,2,2,8,yes,no,r programming,cloud computing,poor,medium,Computer Architecture,testing,Testing and Maintainance Services,yes,Poetry,Management,hard worker,yes,yes,Network Security Engineer
+7,4,1,1,yes,yes,distro making,testing,medium,excellent,parallel computing,cloud computing,Sales and Marketing,no,Travel,Management,hard worker,yes,no,Network Security Engineer
+9,6,1,8,yes,yes,app development,testing,excellent,medium,hacking,cloud computing,product development,yes,Diaries,Management,hard worker,no,yes,Network Security Engineer
+3,6,4,1,yes,no,machine learning,game development,poor,excellent,Management,security,Finance,no,Horror,Management,hard worker,yes,yes,Network Security Engineer
+6,5,6,5,yes,no,r programming,system designing,poor,poor,cloud computing,developer,SAaS services,yes,Science,Technical,smart worker,no,yes,Network Security Engineer
+6,2,8,4,yes,no,app development,game development,excellent,medium,Computer Architecture,testing,BPA,no,Guide,Management,smart worker,no,no,Network Security Engineer
+5,4,8,6,no,no,hadoop,cloud computing,medium,excellent,networks,testing,BPA,yes,Guide,Technical,hard worker,yes,yes,Network Security Engineer
+4,2,1,7,yes,no,shell programming,hacking,medium,excellent,programming,Business process analyst,Service Based,no,Biographies,Technical,smart worker,yes,no,Network Security Engineer
+5,2,8,2,no,yes,shell programming,testing,excellent,poor,IOT,testing,Sales and Marketing,yes,Science fiction,Technical,smart worker,yes,no,Network Security Engineer
+9,1,2,3,no,no,r programming,data science,excellent,excellent,programming,security,BPA,no,Religion-Spirituality,Management,smart worker,yes,no,Network Security Engineer
+6,4,5,4,no,no,app development,database security,excellent,excellent,Computer Architecture,security,BPA,no,Encyclopedias,Management,hard worker,yes,yes,Network Security Engineer
+2,5,2,4,yes,no,full stack,system designing,medium,excellent,networks,system developer,Sales and Marketing,no,Journals,Management,hard worker,yes,yes,Network Security Engineer
+1,4,2,1,yes,yes,python,cloud computing,medium,medium,networks,developer,Service Based,no,Self help,Technical,smart worker,yes,yes,Network Security Engineer
+6,2,8,4,no,no,distro making,testing,poor,excellent,Management,cloud computing,Testing and Maintainance Services,yes,Self help,Technical,hard worker,yes,yes,Network Security Engineer
+2,3,1,8,no,no,full stack,data science,excellent,poor,parallel computing,testing,product development,yes,Guide,Technical,hard worker,yes,no,Network Security Engineer
+2,1,7,2,no,yes,r programming,database security,excellent,medium,cloud computing,system developer,SAaS services,no,Religion-Spirituality,Technical,hard worker,yes,yes,Network Security Engineer
+6,5,7,3,yes,no,app development,data science,medium,medium,parallel computing,testing,BPA,yes,Guide,Technical,smart worker,yes,no,Network Security Engineer
+6,0,1,9,yes,no,distro making,testing,medium,excellent,Software Engineering,system developer,Web Services,yes,Diaries,Management,smart worker,yes,yes,Network Security Engineer
+1,0,2,6,no,no,r programming,web technologies,excellent,medium,networks,security,BPA,no,Series,Technical,smart worker,yes,yes,Network Security Engineer
+3,4,9,7,no,no,python,system designing,poor,medium,Computer Architecture,cloud computing,Product based,no,Prayer books,Technical,smart worker,no,no,Network Security Engineer
+7,1,4,4,yes,yes,machine learning,data science,excellent,poor,Computer Architecture,Business process analyst,SAaS services,no,Self help,Management,smart worker,no,yes,Network Security Engineer
+2,6,9,3,no,yes,full stack,hacking,medium,excellent,Software Engineering,Business process analyst,Cloud Services,no,Religion-Spirituality,Management,smart worker,yes,yes,Network Security Engineer
+5,6,7,5,no,no,full stack,web technologies,excellent,excellent,programming,testing,product development,yes,Mystery,Technical,smart worker,yes,yes,Network Security Engineer
+6,1,8,7,no,yes,information security,database security,poor,medium,Software Engineering,security,Sales and Marketing,yes,Self help,Technical,smart worker,yes,no,Network Security Engineer
+4,2,9,2,yes,yes,python,database security,poor,poor,Computer Architecture,system developer,Testing and Maintainance Services,yes,Childrens,Technical,hard worker,yes,no,Network Security Engineer
+5,4,2,6,yes,yes,distro making,cloud computing,medium,medium,programming,developer,product development,yes,Biographies,Technical,hard worker,yes,yes,Network Security Engineer
+6,4,3,1,no,no,machine learning,hacking,poor,poor,IOT,Business process analyst,SAaS services,yes,Comics,Management,hard worker,no,yes,Network Security Engineer
+7,5,6,2,no,yes,app development,cloud computing,poor,excellent,hacking,Business process analyst,Service Based,no,Guide,Technical,smart worker,yes,yes,Network Security Engineer
+5,2,7,4,no,yes,machine learning,system designing,excellent,poor,hacking,developer,Product based,yes,Horror,Technical,hard worker,no,no,Network Security Engineer
+5,2,5,3,no,no,app development,hacking,poor,poor,Software Engineering,system developer,Finance,no,Biographies,Technical,hard worker,no,yes,Network Security Engineer
+7,4,6,3,yes,no,hadoop,hacking,excellent,medium,IOT,testing,SAaS services,no,Dictionaries,Technical,smart worker,yes,yes,Network Security Engineer
+7,3,7,8,yes,no,python,cloud computing,poor,excellent,parallel computing,developer,Testing and Maintainance Services,no,Science,Management,hard worker,no,no,Network Security Engineer
+9,3,8,8,no,yes,r programming,data science,medium,poor,IOT,security,BPA,yes,Satire,Management,smart worker,yes,no,Network Security Engineer
+4,1,8,6,yes,no,python,cloud computing,medium,poor,networks,security,BPA,no,Math,Technical,smart worker,no,yes,Network Security Engineer
+3,1,4,3,yes,no,distro making,hacking,excellent,medium,cloud computing,cloud computing,Service Based,no,Mystery,Technical,hard worker,yes,yes,Network Security Engineer
+8,4,4,4,yes,yes,machine learning,game development,excellent,excellent,programming,cloud computing,Cloud Services,no,Anthology,Management,hard worker,no,yes,Network Security Engineer
+8,5,1,8,no,no,distro making,data science,poor,medium,Management,cloud computing,Finance,yes,Journals,Technical,hard worker,no,yes,Network Security Engineer
+1,0,1,1,yes,yes,machine learning,web technologies,medium,medium,Software Engineering,system developer,Finance,yes,Self help,Management,smart worker,yes,no,Network Security Engineer
+1,5,6,9,no,no,distro making,system designing,medium,excellent,Computer Architecture,testing,product development,no,Mystery,Management,smart worker,no,no,Network Security Engineer
+6,4,7,1,no,no,machine learning,web technologies,excellent,poor,hacking,cloud computing,Service Based,yes,Childrens,Technical,smart worker,no,yes,Network Security Engineer
+9,5,1,9,no,no,shell programming,web technologies,excellent,medium,cloud computing,testing,Product based,yes,Biographies,Management,hard worker,yes,yes,Network Security Engineer
+4,2,8,3,yes,no,app development,cloud computing,poor,medium,parallel computing,testing,Product based,no,Health,Technical,hard worker,yes,yes,Network Security Engineer
+9,1,5,9,yes,no,information security,data science,medium,medium,data engineering,system developer,Cloud Services,no,History,Technical,smart worker,no,yes,Network Security Engineer
+3,4,9,9,yes,yes,r programming,hacking,excellent,medium,Computer Architecture,security,Service Based,no,Fantasy,Technical,hard worker,yes,no,Network Security Engineer
+6,4,8,4,no,no,information security,web technologies,excellent,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Religion-Spirituality,Management,hard worker,no,no,Network Security Engineer
+2,4,2,5,yes,yes,machine learning,hacking,excellent,poor,cloud computing,Business process analyst,Cloud Services,yes,Religion-Spirituality,Technical,smart worker,no,no,Network Security Engineer
+1,2,9,2,no,no,information security,database security,excellent,poor,programming,security,BPA,yes,Biographies,Management,hard worker,yes,yes,Network Security Engineer
+4,4,1,4,yes,no,shell programming,system designing,medium,poor,Software Engineering,system developer,Testing and Maintainance Services,yes,Self help,Management,smart worker,no,yes,Network Security Engineer
+3,4,4,4,no,no,app development,cloud computing,medium,excellent,data engineering,Business process analyst,Finance,yes,Series,Technical,hard worker,no,no,Network Security Engineer
+9,5,4,1,yes,yes,full stack,web technologies,medium,poor,programming,security,Testing and Maintainance Services,no,Drama,Management,smart worker,yes,yes,Network Security Engineer
+6,3,5,1,yes,yes,information security,system designing,poor,poor,cloud computing,Business process analyst,Web Services,no,Self help,Management,hard worker,yes,no,Network Security Engineer
+5,2,3,7,no,no,python,data science,excellent,medium,cloud computing,developer,BPA,no,Action and Adventure,Technical,hard worker,yes,no,Network Security Engineer
+5,3,2,2,no,yes,hadoop,testing,medium,medium,parallel computing,system developer,SAaS services,yes,Religion-Spirituality,Technical,smart worker,yes,no,Network Security Engineer
+5,3,6,5,yes,no,python,database security,medium,poor,Management,security,Cloud Services,no,Comics,Management,hard worker,yes,no,Network Security Engineer
+8,2,6,2,no,yes,app development,web technologies,medium,medium,Computer Architecture,developer,product development,no,Romance,Management,hard worker,yes,yes,Network Security Engineer
+9,4,2,7,yes,no,hadoop,hacking,medium,excellent,Computer Architecture,developer,Finance,yes,Poetry,Technical,smart worker,yes,no,Network Security Engineer
+3,2,4,4,yes,yes,hadoop,cloud computing,poor,excellent,Computer Architecture,system developer,Finance,no,Comics,Management,hard worker,yes,yes,Network Security Engineer
+9,0,6,2,no,no,app development,cloud computing,excellent,medium,Software Engineering,Business process analyst,Testing and Maintainance Services,yes,Science fiction,Technical,smart worker,yes,no,Network Security Engineer
+3,0,5,9,yes,yes,hadoop,hacking,excellent,medium,data engineering,system developer,Testing and Maintainance Services,yes,Childrens,Management,smart worker,yes,no,Network Security Engineer
+5,4,4,1,no,yes,hadoop,database security,excellent,medium,IOT,testing,Service Based,no,Prayer books,Technical,hard worker,no,yes,Network Security Engineer
+5,4,3,4,yes,yes,full stack,data science,medium,poor,cloud computing,system developer,BPA,yes,Religion-Spirituality,Management,hard worker,yes,no,Network Security Engineer
+2,4,6,8,yes,no,r programming,hacking,poor,excellent,cloud computing,system developer,Service Based,no,Health,Management,smart worker,no,yes,Network Security Engineer
+4,4,9,8,yes,no,machine learning,system designing,excellent,excellent,Management,testing,SAaS services,no,Health,Technical,hard worker,no,yes,Network Security Engineer
+7,2,8,2,yes,no,information security,data science,poor,poor,parallel computing,testing,BPA,yes,Science,Technical,smart worker,yes,no,Network Security Engineer
+8,2,4,8,no,yes,r programming,testing,poor,poor,Software Engineering,cloud computing,BPA,no,Biographies,Management,smart worker,no,no,Network Security Engineer
+5,2,6,8,no,no,app development,game development,excellent,excellent,Software Engineering,system developer,Sales and Marketing,yes,Fantasy,Management,smart worker,yes,no,Network Security Engineer
+1,0,8,6,no,no,app development,testing,excellent,medium,parallel computing,system developer,SAaS services,no,Biographies,Management,smart worker,yes,no,Network Security Engineer
+5,4,6,1,no,no,python,system designing,poor,excellent,parallel computing,Business process analyst,BPA,no,Horror,Technical,hard worker,yes,no,Network Security Engineer
+9,3,6,1,yes,no,app development,hacking,medium,excellent,hacking,Business process analyst,Product based,yes,Action and Adventure,Technical,smart worker,no,no,Network Security Engineer
+2,1,3,5,no,no,distro making,game development,medium,medium,Computer Architecture,Business process analyst,Product based,no,Drama,Technical,smart worker,yes,yes,Network Security Engineer
+1,4,4,9,no,yes,distro making,web technologies,medium,poor,data engineering,security,product development,no,Science,Management,hard worker,yes,no,Network Security Engineer
+5,2,7,3,no,no,information security,hacking,medium,excellent,programming,security,product development,yes,Travel,Management,hard worker,yes,yes,Network Security Engineer
+3,3,2,8,no,no,full stack,testing,excellent,medium,programming,system developer,product development,no,Math,Technical,hard worker,no,yes,Network Security Engineer
+8,5,6,8,yes,yes,hadoop,cloud computing,poor,excellent,parallel computing,Business process analyst,Service Based,yes,Dictionaries,Technical,smart worker,yes,no,Network Security Engineer
+3,3,2,8,no,yes,hadoop,system designing,poor,medium,cloud computing,developer,Product based,no,Satire,Management,smart worker,no,no,Network Security Engineer
+4,3,3,5,yes,yes,distro making,hacking,medium,medium,hacking,security,Cloud Services,no,Horror,Management,hard worker,no,yes,Network Security Engineer
+2,4,8,4,yes,yes,hadoop,data science,excellent,poor,IOT,cloud computing,Testing and Maintainance Services,no,Childrens,Technical,hard worker,no,no,Network Security Engineer
+2,2,2,2,yes,no,full stack,database security,poor,medium,programming,system developer,Product based,no,Biographies,Technical,smart worker,yes,yes,Network Security Engineer
+8,1,7,1,no,yes,machine learning,game development,medium,poor,parallel computing,system developer,BPA,yes,Horror,Technical,hard worker,yes,no,Network Security Engineer
+7,1,9,4,no,no,information security,cloud computing,excellent,poor,data engineering,cloud computing,Sales and Marketing,yes,Series,Technical,hard worker,yes,no,Network Security Engineer
+9,0,8,1,yes,no,app development,web technologies,poor,medium,Software Engineering,system developer,Web Services,no,Diaries,Technical,smart worker,yes,yes,Network Security Engineer
+6,2,9,5,yes,yes,hadoop,data science,medium,poor,programming,cloud computing,Testing and Maintainance Services,yes,Health,Technical,hard worker,no,no,Network Security Engineer
+8,2,6,9,yes,yes,python,system designing,medium,excellent,Software Engineering,Business process analyst,Finance,no,Poetry,Management,hard worker,no,yes,Network Security Engineer
+8,2,8,8,yes,no,hadoop,web technologies,excellent,excellent,programming,cloud computing,Sales and Marketing,no,Self help,Management,smart worker,no,yes,Network Security Engineer
+1,2,9,7,yes,yes,python,web technologies,medium,excellent,Software Engineering,developer,Web Services,no,Health,Technical,hard worker,no,yes,Network Security Engineer
+2,5,1,5,yes,no,full stack,testing,medium,medium,programming,system developer,Web Services,no,Travel,Technical,smart worker,no,yes,Network Security Engineer
+6,6,6,4,yes,yes,distro making,game development,poor,poor,IOT,system developer,Sales and Marketing,yes,Romance,Technical,hard worker,yes,no,Network Security Engineer
+7,4,3,4,yes,no,machine learning,data science,poor,excellent,Software Engineering,testing,Finance,no,Drama,Technical,hard worker,no,no,Network Security Engineer
+3,2,2,9,no,no,r programming,data science,poor,poor,Software Engineering,system developer,Finance,no,Math,Management,hard worker,no,yes,Network Security Engineer
+7,2,6,6,yes,yes,hadoop,game development,medium,excellent,Management,testing,Testing and Maintainance Services,no,Trilogy,Management,smart worker,yes,yes,Network Security Engineer
+4,0,7,4,no,yes,app development,testing,poor,poor,data engineering,security,Cloud Services,no,Horror,Technical,smart worker,no,yes,Network Security Engineer
+7,1,4,8,no,no,hadoop,game development,poor,excellent,networks,security,SAaS services,no,Science fiction,Management,hard worker,yes,yes,Network Security Engineer
+1,6,7,2,yes,no,distro making,web technologies,poor,medium,Management,testing,Cloud Services,no,Self help,Technical,smart worker,yes,yes,Network Security Engineer
+5,5,6,5,yes,yes,python,testing,poor,poor,programming,Business process analyst,Finance,yes,Prayer books,Management,hard worker,yes,no,Network Security Engineer
+5,1,7,2,no,yes,r programming,data science,excellent,excellent,hacking,system developer,product development,yes,Autobiographies,Management,hard worker,yes,yes,Network Security Engineer
+2,2,9,3,yes,no,shell programming,testing,excellent,poor,Computer Architecture,Business process analyst,Product based,yes,Cookbooks,Technical,smart worker,yes,yes,Network Security Engineer
+1,2,2,4,no,no,r programming,database security,excellent,poor,cloud computing,system developer,Testing and Maintainance Services,no,History,Management,smart worker,yes,yes,Network Security Engineer
+1,5,1,3,no,no,r programming,system designing,excellent,excellent,cloud computing,testing,SAaS services,yes,Action and Adventure,Management,hard worker,yes,no,Network Security Engineer
+2,5,3,1,no,no,machine learning,system designing,medium,excellent,networks,system developer,Product based,yes,Health,Management,hard worker,yes,yes,Network Security Engineer
+3,0,4,3,yes,no,hadoop,testing,excellent,excellent,Management,system developer,Cloud Services,yes,Art,Technical,hard worker,yes,no,Network Security Engineer
+1,5,7,2,yes,yes,full stack,web technologies,poor,excellent,hacking,cloud computing,Testing and Maintainance Services,yes,Fantasy,Technical,smart worker,yes,no,Network Security Engineer
+7,5,3,6,no,yes,r programming,game development,medium,medium,networks,cloud computing,Finance,yes,Diaries,Technical,hard worker,yes,no,Network Security Engineer
+8,6,2,3,no,no,machine learning,database security,poor,poor,programming,system developer,SAaS services,yes,Cookbooks,Technical,smart worker,no,yes,Network Security Engineer
+4,1,3,3,no,yes,app development,game development,poor,medium,cloud computing,security,BPA,yes,Cookbooks,Technical,hard worker,yes,yes,Network Security Engineer
+7,4,7,2,yes,yes,machine learning,testing,medium,poor,hacking,developer,product development,no,Science fiction,Technical,hard worker,no,yes,Network Security Engineer
+2,5,5,3,yes,yes,app development,testing,excellent,excellent,networks,system developer,Finance,yes,Math,Management,hard worker,yes,no,Network Security Engineer
+5,6,9,8,yes,no,full stack,cloud computing,excellent,poor,networks,cloud computing,Service Based,yes,Guide,Technical,smart worker,no,yes,Network Security Engineer
+7,4,3,5,yes,no,machine learning,testing,medium,poor,Software Engineering,Business process analyst,Service Based,yes,Self help,Technical,hard worker,no,no,Network Security Engineer
+3,0,4,9,yes,no,shell programming,data science,poor,poor,data engineering,security,Testing and Maintainance Services,no,Guide,Technical,hard worker,yes,yes,Network Security Engineer
+6,5,6,7,yes,no,distro making,data science,medium,poor,programming,testing,product development,yes,Horror,Management,hard worker,yes,yes,Network Security Engineer
+5,6,8,8,yes,yes,r programming,hacking,excellent,poor,networks,developer,Product based,no,Diaries,Management,hard worker,yes,no,Network Security Engineer
+9,5,7,6,no,no,hadoop,database security,medium,poor,cloud computing,system developer,Product based,no,Encyclopedias,Management,hard worker,yes,no,Network Security Engineer
+5,5,4,1,no,no,hadoop,game development,poor,poor,Management,testing,Service Based,no,Science fiction,Technical,hard worker,no,no,Network Security Engineer
+9,0,2,1,no,yes,app development,hacking,excellent,medium,networks,system developer,Cloud Services,no,Horror,Technical,hard worker,yes,yes,Network Security Engineer
+3,1,7,3,yes,no,python,hacking,medium,medium,parallel computing,developer,Product based,yes,Prayer books,Technical,hard worker,no,yes,Network Security Engineer
+9,5,3,3,yes,no,r programming,data science,medium,medium,networks,Business process analyst,product development,no,Autobiographies,Technical,hard worker,no,yes,Network Security Engineer
+9,4,9,1,yes,no,machine learning,cloud computing,excellent,medium,Management,security,Service Based,yes,Horror,Management,smart worker,no,no,Network Security Engineer
+9,5,1,9,yes,no,machine learning,data science,poor,poor,networks,Business process analyst,Finance,yes,Science fiction,Technical,smart worker,yes,yes,Network Security Engineer
+6,4,1,1,no,yes,distro making,cloud computing,poor,poor,Management,system developer,Product based,yes,Dictionaries,Management,smart worker,yes,yes,Network Security Engineer
+8,3,7,9,yes,yes,information security,system designing,medium,poor,Computer Architecture,testing,product development,no,Science fiction,Technical,smart worker,yes,yes,Network Security Engineer
+1,0,7,9,no,no,information security,data science,medium,poor,hacking,Business process analyst,product development,no,Action and Adventure,Technical,smart worker,yes,no,Network Security Engineer
+8,0,4,4,no,no,full stack,cloud computing,excellent,poor,data engineering,developer,Testing and Maintainance Services,no,Satire,Management,smart worker,no,no,Network Security Engineer
+2,4,5,8,no,no,full stack,testing,excellent,poor,data engineering,developer,Product based,yes,Horror,Technical,smart worker,no,yes,Network Security Engineer
+3,4,7,2,no,no,information security,data science,excellent,medium,IOT,developer,Product based,no,Self help,Management,smart worker,yes,no,Network Security Engineer
+6,2,3,7,no,no,hadoop,testing,excellent,poor,networks,developer,Product based,no,Encyclopedias,Technical,smart worker,no,no,Network Security Engineer
+3,5,2,3,yes,yes,hadoop,data science,medium,excellent,cloud computing,Business process analyst,SAaS services,yes,Guide,Technical,hard worker,yes,no,Network Security Engineer
+7,3,5,9,yes,no,full stack,game development,medium,excellent,parallel computing,system developer,Product based,no,Trilogy,Technical,hard worker,yes,yes,Network Security Engineer
+1,3,9,2,no,no,machine learning,cloud computing,excellent,medium,networks,cloud computing,product development,no,Travel,Technical,hard worker,no,no,Network Security Engineer
+4,6,8,5,no,no,distro making,hacking,medium,excellent,IOT,cloud computing,SAaS services,no,Series,Technical,smart worker,no,no,Network Security Engineer
+1,2,5,6,yes,no,python,hacking,poor,medium,cloud computing,testing,product development,no,Journals,Technical,smart worker,no,no,Network Security Engineer
+7,0,3,9,yes,yes,app development,game development,poor,poor,Software Engineering,developer,SAaS services,yes,Journals,Management,smart worker,no,yes,Network Security Engineer
+4,2,9,6,yes,no,r programming,system designing,medium,poor,hacking,cloud computing,Web Services,yes,Poetry,Technical,smart worker,no,yes,Network Security Engineer
+2,1,8,2,yes,yes,full stack,system designing,poor,medium,data engineering,developer,Testing and Maintainance Services,yes,Anthology,Technical,smart worker,no,yes,Network Security Engineer
+3,5,2,6,no,yes,python,web technologies,excellent,poor,Computer Architecture,developer,Service Based,no,Horror,Management,smart worker,no,no,Network Security Engineer
+9,5,6,8,no,no,hadoop,game development,excellent,poor,Management,developer,Sales and Marketing,yes,Guide,Technical,hard worker,yes,no,Network Security Engineer
+8,2,6,7,no,yes,full stack,system designing,poor,poor,hacking,security,Web Services,no,Health,Management,hard worker,yes,yes,Network Security Engineer
+7,3,3,6,no,no,r programming,data science,medium,excellent,Software Engineering,system developer,Service Based,no,Health,Technical,smart worker,yes,yes,Network Security Engineer
+1,6,9,3,no,no,hadoop,data science,poor,poor,hacking,system developer,product development,yes,Journals,Technical,hard worker,no,yes,Network Security Engineer
+6,5,8,6,yes,no,r programming,cloud computing,medium,excellent,programming,developer,Sales and Marketing,no,Art,Management,smart worker,yes,yes,Network Security Engineer
+7,5,9,8,yes,no,shell programming,database security,poor,excellent,cloud computing,system developer,Web Services,no,Journals,Management,hard worker,yes,yes,Network Security Engineer
+4,4,1,4,no,yes,r programming,game development,medium,medium,Software Engineering,system developer,BPA,yes,Health,Management,hard worker,no,no,Network Security Engineer
+9,2,7,6,yes,yes,distro making,data science,excellent,medium,data engineering,cloud computing,Finance,yes,Art,Management,hard worker,yes,no,Network Security Engineer
+8,0,5,8,no,yes,app development,cloud computing,medium,poor,IOT,cloud computing,product development,no,Self help,Technical,smart worker,no,yes,Network Security Engineer
+2,3,9,2,no,yes,hadoop,web technologies,excellent,medium,networks,Business process analyst,Service Based,yes,Satire,Management,hard worker,yes,no,Network Security Engineer
+4,2,5,7,yes,no,information security,data science,medium,medium,hacking,system developer,Product based,yes,Science,Management,smart worker,no,yes,Network Security Engineer
+9,5,3,4,yes,no,shell programming,system designing,excellent,excellent,data engineering,cloud computing,Service Based,yes,Prayer books,Management,hard worker,no,yes,Network Security Engineer
+2,3,8,9,yes,no,python,game development,medium,medium,data engineering,security,SAaS services,no,Poetry,Technical,smart worker,yes,yes,Network Security Engineer
+3,5,3,8,no,no,full stack,testing,poor,medium,IOT,developer,Finance,no,Fantasy,Management,hard worker,yes,no,Network Security Engineer
+1,4,9,8,yes,no,information security,web technologies,excellent,poor,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Self help,Technical,smart worker,no,yes,Network Security Engineer
+9,0,6,7,no,no,information security,web technologies,poor,excellent,hacking,testing,BPA,yes,Health,Management,smart worker,no,yes,Network Security Engineer
+1,2,9,2,no,yes,python,testing,poor,excellent,networks,testing,Testing and Maintainance Services,yes,Dictionaries,Technical,smart worker,no,yes,Network Security Engineer
+8,4,9,5,no,no,full stack,system designing,poor,medium,IOT,security,BPA,no,Cookbooks,Management,hard worker,no,yes,Network Security Engineer
+2,2,4,4,yes,yes,distro making,hacking,medium,medium,parallel computing,security,Web Services,no,Guide,Management,hard worker,yes,yes,Network Security Engineer
+9,5,6,3,yes,yes,information security,testing,medium,poor,Management,testing,Finance,yes,Encyclopedias,Technical,hard worker,yes,no,Network Security Engineer
+6,0,8,8,no,yes,shell programming,web technologies,poor,poor,Computer Architecture,cloud computing,Web Services,no,Dictionaries,Technical,hard worker,no,yes,Network Security Engineer
+4,3,1,2,no,no,python,web technologies,medium,medium,cloud computing,security,Cloud Services,no,Autobiographies,Technical,smart worker,yes,yes,Network Security Engineer
+9,0,6,7,yes,yes,machine learning,database security,medium,poor,Management,cloud computing,Testing and Maintainance Services,yes,Horror,Technical,hard worker,no,no,Network Security Engineer
+5,3,4,5,no,yes,app development,game development,excellent,poor,parallel computing,security,SAaS services,yes,Self help,Technical,hard worker,no,yes,Network Security Engineer
+3,4,1,8,no,no,hadoop,system designing,poor,medium,cloud computing,developer,Service Based,yes,Trilogy,Management,hard worker,no,no,Network Security Engineer
+7,0,5,1,yes,no,machine learning,web technologies,excellent,medium,IOT,developer,Product based,yes,Travel,Technical,hard worker,no,yes,Network Security Engineer
+9,2,5,7,no,no,machine learning,system designing,excellent,medium,data engineering,cloud computing,product development,no,Action and Adventure,Technical,smart worker,no,yes,Network Security Engineer
+3,0,1,4,no,yes,r programming,system designing,poor,excellent,cloud computing,system developer,Service Based,yes,Action and Adventure,Technical,smart worker,no,no,Network Security Engineer
+2,1,7,6,no,yes,app development,database security,medium,medium,Software Engineering,developer,Service Based,no,History,Technical,hard worker,no,yes,Network Security Engineer
+1,6,2,2,yes,yes,r programming,database security,excellent,excellent,IOT,testing,Cloud Services,yes,Art,Management,hard worker,yes,no,Network Security Engineer
+4,1,4,5,no,no,app development,cloud computing,excellent,excellent,hacking,testing,Testing and Maintainance Services,yes,Dictionaries,Management,smart worker,yes,yes,Network Security Engineer
+9,0,5,6,no,yes,information security,cloud computing,poor,poor,Computer Architecture,cloud computing,Sales and Marketing,yes,History,Technical,smart worker,yes,no,Network Security Engineer
+6,1,7,8,no,yes,information security,system designing,excellent,medium,parallel computing,Business process analyst,Testing and Maintainance Services,no,Anthology,Management,smart worker,yes,yes,Network Security Engineer
+4,3,5,6,yes,yes,python,system designing,excellent,poor,networks,testing,Finance,no,Drama,Technical,smart worker,no,yes,Network Security Engineer
+6,0,5,2,yes,yes,information security,data science,medium,excellent,programming,cloud computing,Web Services,yes,Satire,Management,hard worker,yes,no,Network Security Engineer
+3,0,5,5,no,no,machine learning,hacking,excellent,medium,Software Engineering,testing,product development,no,Health,Technical,hard worker,yes,yes,Network Security Engineer
+4,6,2,8,no,no,app development,database security,excellent,medium,networks,testing,SAaS services,yes,Health,Management,smart worker,yes,no,Network Security Engineer
+1,1,7,6,yes,no,machine learning,testing,poor,poor,Computer Architecture,cloud computing,Cloud Services,yes,Comics,Technical,smart worker,no,yes,Network Security Engineer
+5,1,6,2,yes,yes,app development,hacking,excellent,medium,networks,system developer,Sales and Marketing,yes,Trilogy,Technical,hard worker,yes,yes,Network Security Engineer
+8,2,6,6,yes,no,r programming,system designing,medium,medium,IOT,cloud computing,SAaS services,yes,Autobiographies,Technical,smart worker,no,yes,Network Security Engineer
+5,1,4,2,yes,yes,python,hacking,medium,excellent,data engineering,testing,BPA,yes,Anthology,Technical,smart worker,yes,yes,Network Security Engineer
+1,2,3,7,no,yes,python,game development,poor,medium,Management,developer,Cloud Services,yes,Encyclopedias,Management,hard worker,no,yes,Network Security Engineer
+7,0,1,3,yes,yes,shell programming,data science,excellent,medium,parallel computing,cloud computing,product development,yes,Series,Management,smart worker,yes,yes,Network Security Engineer
+6,1,1,5,yes,yes,hadoop,hacking,medium,medium,Software Engineering,system developer,SAaS services,no,Science fiction,Technical,smart worker,no,no,Network Security Engineer
+7,5,5,1,yes,yes,machine learning,web technologies,medium,excellent,cloud computing,cloud computing,Cloud Services,no,Autobiographies,Management,hard worker,yes,yes,Network Security Engineer
+8,0,8,5,no,no,machine learning,cloud computing,medium,poor,data engineering,Business process analyst,SAaS services,no,Comics,Management,smart worker,yes,no,Network Security Engineer
+7,4,6,8,no,no,full stack,game development,poor,medium,cloud computing,security,Web Services,no,Romance,Technical,hard worker,yes,yes,Network Security Engineer
+1,2,1,7,no,no,distro making,hacking,excellent,excellent,IOT,security,Service Based,no,Satire,Technical,hard worker,no,yes,Network Security Engineer
+1,3,6,3,yes,no,python,testing,medium,poor,data engineering,security,product development,no,Math,Technical,hard worker,yes,no,Network Security Engineer
+7,5,8,4,yes,no,machine learning,system designing,poor,poor,IOT,testing,Finance,no,Religion-Spirituality,Management,hard worker,no,yes,Network Security Engineer
+2,4,8,3,yes,no,hadoop,game development,medium,medium,data engineering,security,BPA,yes,Health,Technical,smart worker,no,no,Network Security Engineer
+2,3,8,2,yes,no,distro making,game development,excellent,excellent,networks,developer,product development,no,Satire,Management,smart worker,no,no,Network Security Engineer
+4,4,3,7,yes,no,machine learning,testing,poor,poor,IOT,Business process analyst,Testing and Maintainance Services,yes,History,Technical,smart worker,no,no,Network Security Engineer
+3,4,3,8,yes,no,hadoop,system designing,poor,poor,cloud computing,developer,Service Based,no,Dictionaries,Management,smart worker,yes,no,Network Security Engineer
+1,1,4,3,no,no,python,system designing,medium,excellent,Software Engineering,developer,Finance,no,Horror,Management,hard worker,yes,yes,Network Security Engineer
+4,0,8,3,no,yes,hadoop,system designing,excellent,medium,Management,system developer,Web Services,no,Childrens,Management,smart worker,no,no,Network Security Engineer
+5,4,2,1,no,yes,information security,database security,poor,medium,hacking,cloud computing,Product based,yes,Health,Management,hard worker,yes,no,Network Security Engineer
+3,1,9,7,yes,no,r programming,hacking,excellent,poor,cloud computing,cloud computing,Service Based,no,Science,Technical,smart worker,yes,yes,Network Security Engineer
+7,0,5,7,yes,yes,hadoop,system designing,medium,poor,data engineering,testing,Web Services,no,Biographies,Technical,hard worker,no,no,Network Security Engineer
+9,1,7,7,yes,yes,distro making,database security,poor,excellent,Software Engineering,Business process analyst,SAaS services,yes,Anthology,Management,hard worker,no,no,Network Security Engineer
+2,4,9,1,yes,no,full stack,database security,excellent,medium,Computer Architecture,system developer,SAaS services,no,Poetry,Technical,smart worker,no,yes,Network Security Engineer
+3,3,8,3,no,no,python,hacking,medium,medium,programming,system developer,SAaS services,no,Journals,Management,hard worker,no,yes,Network Security Engineer
+4,3,2,7,no,yes,python,data science,medium,medium,networks,developer,Testing and Maintainance Services,yes,Fantasy,Technical,hard worker,no,no,Network Security Engineer
+5,3,3,9,yes,yes,full stack,testing,medium,medium,IOT,cloud computing,SAaS services,no,Autobiographies,Management,smart worker,yes,no,Network Security Engineer
+1,1,7,3,yes,no,python,database security,poor,poor,Computer Architecture,developer,BPA,no,Encyclopedias,Management,smart worker,no,no,Network Security Engineer
+3,3,2,4,yes,no,shell programming,system designing,excellent,poor,Software Engineering,system developer,Sales and Marketing,no,Math,Management,smart worker,yes,yes,Network Security Engineer
+4,1,9,2,no,no,hadoop,database security,excellent,medium,programming,security,Service Based,yes,Math,Management,smart worker,no,no,Network Security Engineer
+1,2,2,4,no,yes,machine learning,hacking,excellent,poor,Management,cloud computing,Cloud Services,no,Journals,Technical,hard worker,no,no,Network Security Engineer
+7,2,5,3,no,yes,python,data science,excellent,medium,Software Engineering,cloud computing,Sales and Marketing,yes,Series,Management,smart worker,yes,no,Network Security Engineer
+6,3,8,3,no,no,shell programming,web technologies,poor,excellent,IOT,developer,Testing and Maintainance Services,no,Guide,Management,hard worker,yes,yes,Network Security Engineer
+7,5,7,8,yes,yes,distro making,testing,excellent,excellent,cloud computing,developer,Service Based,yes,Diaries,Technical,hard worker,no,no,Network Security Engineer
+5,6,7,7,no,yes,information security,web technologies,medium,medium,data engineering,security,product development,no,Anthology,Technical,hard worker,no,yes,Network Security Engineer
+7,0,7,5,no,yes,shell programming,game development,excellent,poor,IOT,system developer,SAaS services,yes,Drama,Technical,hard worker,no,no,Network Security Engineer
+5,3,4,3,yes,no,information security,game development,poor,medium,programming,developer,BPA,no,Cookbooks,Management,smart worker,yes,no,Network Security Engineer
+6,3,4,3,yes,yes,full stack,data science,excellent,excellent,Software Engineering,security,Web Services,yes,Fantasy,Management,hard worker,no,no,Network Security Engineer
+2,6,3,7,yes,yes,python,game development,excellent,medium,IOT,cloud computing,Testing and Maintainance Services,yes,Health,Management,smart worker,yes,yes,Network Security Engineer
+2,2,8,2,no,yes,machine learning,hacking,poor,excellent,IOT,Business process analyst,Service Based,yes,Action and Adventure,Technical,smart worker,no,no,Network Security Engineer
+7,1,5,4,yes,no,hadoop,web technologies,excellent,excellent,networks,cloud computing,BPA,yes,Cookbooks,Technical,hard worker,yes,yes,Network Security Engineer
+8,5,5,8,yes,no,hadoop,database security,poor,poor,cloud computing,system developer,Sales and Marketing,no,Science fiction,Technical,hard worker,yes,no,Network Security Engineer
+8,2,4,6,yes,no,app development,hacking,medium,medium,Computer Architecture,testing,Service Based,yes,Mystery,Technical,hard worker,no,yes,Network Security Engineer
+3,3,3,7,yes,yes,python,web technologies,excellent,medium,Management,cloud computing,Web Services,no,Art,Technical,hard worker,no,no,Network Security Engineer
+9,3,2,1,no,yes,python,system designing,medium,excellent,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Travel,Technical,hard worker,yes,no,Network Security Engineer
+1,6,3,6,no,no,distro making,data science,poor,excellent,Software Engineering,cloud computing,Product based,yes,Cookbooks,Technical,smart worker,no,yes,Network Security Engineer
+7,5,7,6,no,no,app development,database security,medium,poor,Computer Architecture,testing,Product based,no,Journals,Technical,hard worker,yes,no,Network Security Engineer
+8,3,2,3,no,yes,machine learning,database security,excellent,excellent,data engineering,testing,Testing and Maintainance Services,yes,Prayer books,Management,smart worker,no,yes,Network Security Engineer
+5,5,1,5,no,no,shell programming,cloud computing,medium,excellent,cloud computing,system developer,Finance,no,Prayer books,Management,hard worker,yes,no,Network Security Engineer
+1,1,7,1,yes,no,hadoop,cloud computing,poor,poor,networks,system developer,Finance,yes,Religion-Spirituality,Management,hard worker,yes,no,Network Security Engineer
+3,6,3,4,yes,yes,full stack,data science,medium,poor,IOT,system developer,Service Based,yes,Guide,Technical,hard worker,no,yes,Network Security Engineer
+9,6,6,8,yes,yes,full stack,hacking,poor,excellent,Management,developer,SAaS services,no,Guide,Technical,smart worker,no,no,Network Security Engineer
+8,3,8,4,yes,no,distro making,system designing,poor,poor,data engineering,security,Web Services,no,Guide,Technical,hard worker,no,no,Network Security Engineer
+1,6,4,1,no,no,distro making,game development,medium,excellent,programming,security,BPA,yes,Travel,Management,smart worker,yes,no,Network Security Engineer
+7,1,4,7,yes,no,machine learning,web technologies,excellent,medium,IOT,Business process analyst,Finance,yes,Series,Management,smart worker,yes,no,Network Security Engineer
+3,1,8,6,no,no,hadoop,data science,excellent,medium,Computer Architecture,Business process analyst,Sales and Marketing,yes,Satire,Management,smart worker,no,yes,Network Security Engineer
+4,1,6,2,no,yes,python,hacking,poor,excellent,Software Engineering,Business process analyst,SAaS services,no,Dictionaries,Management,smart worker,yes,no,Network Security Engineer
+1,6,4,4,no,yes,distro making,game development,poor,medium,data engineering,cloud computing,Web Services,yes,Guide,Management,hard worker,no,no,Network Security Engineer
+9,1,6,7,no,yes,hadoop,web technologies,medium,medium,networks,cloud computing,product development,yes,Religion-Spirituality,Technical,hard worker,no,no,Network Security Engineer
+5,3,6,9,yes,yes,hadoop,hacking,medium,excellent,Management,testing,product development,no,Action and Adventure,Management,hard worker,no,no,Network Security Engineer
+4,5,2,7,no,yes,app development,cloud computing,poor,poor,IOT,Business process analyst,Service Based,no,Encyclopedias,Management,smart worker,no,yes,Network Security Engineer
+3,2,6,5,no,no,shell programming,system designing,medium,excellent,Management,testing,Cloud Services,yes,Anthology,Management,smart worker,yes,no,Network Security Engineer
+5,4,5,2,yes,no,r programming,cloud computing,medium,poor,Management,cloud computing,Product based,yes,Math,Management,hard worker,yes,no,Network Security Engineer
+3,3,4,2,no,yes,full stack,database security,medium,poor,cloud computing,security,Testing and Maintainance Services,yes,History,Technical,smart worker,no,yes,Network Security Engineer
+9,4,7,4,yes,no,python,web technologies,medium,medium,Management,testing,Web Services,yes,Religion-Spirituality,Technical,smart worker,no,no,Network Security Engineer
+9,2,1,5,no,no,app development,system designing,medium,medium,Computer Architecture,cloud computing,Service Based,yes,Health,Management,smart worker,no,no,Network Security Engineer
+9,1,7,8,yes,yes,distro making,hacking,medium,poor,data engineering,testing,Sales and Marketing,no,Health,Management,hard worker,no,no,Network Security Engineer
+3,0,4,5,no,no,information security,cloud computing,excellent,excellent,Software Engineering,developer,Testing and Maintainance Services,yes,Health,Technical,hard worker,yes,yes,Network Security Engineer
+9,5,6,6,yes,no,app development,game development,poor,poor,IOT,system developer,Web Services,no,Self help,Management,hard worker,no,no,Network Security Engineer
+6,0,7,9,no,yes,information security,testing,excellent,excellent,networks,security,BPA,no,Satire,Management,hard worker,yes,no,Network Security Engineer
+7,6,4,4,no,no,distro making,testing,poor,excellent,Computer Architecture,developer,Finance,no,Guide,Management,hard worker,no,no,Network Security Engineer
+3,4,4,7,no,yes,hadoop,hacking,excellent,poor,Management,system developer,Sales and Marketing,yes,Encyclopedias,Management,smart worker,yes,yes,Network Security Engineer
+2,4,6,5,yes,yes,full stack,data science,poor,medium,programming,testing,Service Based,no,Romance,Technical,smart worker,no,yes,Network Security Engineer
+3,6,9,8,yes,no,distro making,data science,medium,excellent,Software Engineering,testing,Cloud Services,no,Encyclopedias,Management,hard worker,yes,yes,Network Security Engineer
+2,1,4,5,yes,no,machine learning,system designing,excellent,excellent,IOT,security,Service Based,yes,Poetry,Technical,hard worker,no,no,Network Security Engineer
+4,1,9,8,yes,yes,shell programming,hacking,poor,poor,hacking,developer,Cloud Services,no,Guide,Management,hard worker,yes,no,Network Security Engineer
+8,0,9,6,yes,no,information security,testing,medium,poor,networks,developer,BPA,yes,Diaries,Management,hard worker,no,no,Network Security Engineer
+9,4,7,4,no,no,hadoop,game development,poor,excellent,networks,security,product development,no,Horror,Management,smart worker,no,no,Network Security Engineer
+4,2,5,4,no,yes,hadoop,data science,poor,excellent,IOT,testing,Service Based,no,Satire,Management,hard worker,yes,no,Network Security Engineer
+3,3,5,4,no,no,distro making,testing,poor,excellent,networks,security,product development,no,Childrens,Technical,hard worker,yes,no,Network Security Engineer
+6,0,8,4,no,no,hadoop,system designing,excellent,excellent,cloud computing,developer,Product based,yes,Travel,Management,hard worker,yes,yes,Network Security Engineer
+6,4,4,3,yes,yes,app development,hacking,poor,poor,parallel computing,testing,SAaS services,yes,Anthology,Technical,smart worker,no,yes,Network Security Engineer
+9,0,9,5,yes,yes,hadoop,hacking,poor,medium,Computer Architecture,system developer,Sales and Marketing,yes,Series,Management,smart worker,yes,no,Network Security Engineer
+4,4,5,3,no,no,hadoop,hacking,poor,medium,Computer Architecture,Business process analyst,SAaS services,no,Fantasy,Technical,hard worker,no,yes,Network Security Engineer
+8,3,7,2,yes,yes,distro making,game development,medium,excellent,Computer Architecture,security,SAaS services,yes,Childrens,Technical,hard worker,yes,yes,Network Security Engineer
+2,1,6,1,no,yes,machine learning,hacking,excellent,poor,hacking,developer,BPA,yes,Mystery,Technical,hard worker,no,no,Network Security Engineer
+6,2,1,8,no,no,r programming,game development,medium,excellent,programming,cloud computing,Product based,yes,Mystery,Management,smart worker,no,yes,Network Security Engineer
+6,3,4,5,no,yes,app development,system designing,excellent,medium,networks,developer,SAaS services,yes,Cookbooks,Management,smart worker,no,yes,Network Security Engineer
+2,6,4,9,no,no,information security,database security,excellent,excellent,programming,system developer,Product based,yes,Autobiographies,Technical,smart worker,no,yes,Network Security Engineer
+1,5,3,6,yes,yes,hadoop,web technologies,medium,poor,hacking,system developer,Sales and Marketing,yes,Prayer books,Technical,smart worker,yes,no,Network Security Engineer
+9,3,8,1,yes,yes,python,hacking,poor,medium,hacking,cloud computing,BPA,no,Biographies,Management,hard worker,yes,no,Network Security Engineer
+2,3,4,7,no,yes,machine learning,database security,poor,excellent,programming,developer,Service Based,no,Art,Management,hard worker,no,no,Network Security Engineer
+2,6,5,3,no,yes,machine learning,data science,poor,poor,programming,Business process analyst,Sales and Marketing,yes,Autobiographies,Technical,hard worker,yes,yes,Network Security Engineer
+1,0,6,7,yes,no,app development,web technologies,medium,medium,hacking,developer,SAaS services,yes,Journals,Management,hard worker,no,yes,Network Security Engineer
+8,4,5,9,no,no,full stack,testing,excellent,medium,parallel computing,Business process analyst,Cloud Services,yes,Childrens,Management,hard worker,yes,no,Network Security Engineer
+8,5,4,6,yes,no,full stack,hacking,excellent,excellent,Software Engineering,cloud computing,BPA,no,Dictionaries,Management,smart worker,yes,no,Network Security Engineer
+4,4,2,7,yes,no,full stack,database security,poor,poor,cloud computing,testing,SAaS services,yes,Drama,Technical,hard worker,no,no,Network Security Engineer
+2,1,2,6,no,yes,hadoop,testing,medium,medium,cloud computing,developer,Sales and Marketing,no,Trilogy,Technical,hard worker,yes,no,Network Security Engineer
+6,5,8,1,yes,yes,shell programming,web technologies,excellent,poor,Management,Business process analyst,Sales and Marketing,yes,Fantasy,Technical,smart worker,yes,yes,Network Security Engineer
+6,3,3,3,yes,no,app development,cloud computing,medium,excellent,Software Engineering,developer,Service Based,no,Encyclopedias,Management,smart worker,yes,no,Network Security Engineer
+6,3,5,4,yes,yes,hadoop,database security,poor,medium,data engineering,developer,Sales and Marketing,yes,Prayer books,Management,smart worker,no,yes,Network Security Engineer
+1,5,3,5,yes,no,distro making,testing,poor,poor,data engineering,developer,BPA,yes,Math,Technical,smart worker,yes,yes,Network Security Engineer
+3,6,4,3,yes,no,app development,testing,medium,excellent,Management,Business process analyst,Sales and Marketing,yes,Guide,Management,hard worker,no,no,Network Security Engineer
+1,4,4,4,no,no,r programming,testing,poor,medium,networks,developer,Sales and Marketing,yes,Anthology,Management,hard worker,yes,no,Network Security Engineer
+9,3,7,1,no,no,python,web technologies,excellent,poor,Management,security,Cloud Services,no,Drama,Management,hard worker,yes,yes,Network Security Engineer
+6,1,9,4,no,yes,r programming,testing,poor,poor,programming,cloud computing,Cloud Services,no,Diaries,Management,smart worker,no,yes,Network Security Engineer
+5,1,9,6,no,no,full stack,game development,medium,excellent,IOT,testing,Cloud Services,yes,Satire,Management,smart worker,no,no,Network Security Engineer
+2,3,4,7,yes,yes,python,database security,excellent,poor,Computer Architecture,system developer,Web Services,no,Self help,Management,hard worker,yes,yes,Network Security Engineer
+8,5,4,9,yes,no,hadoop,game development,medium,poor,parallel computing,security,Sales and Marketing,no,Guide,Management,smart worker,yes,no,Network Security Engineer
+3,0,6,5,no,yes,python,data science,excellent,excellent,IOT,security,product development,no,Satire,Technical,hard worker,yes,no,Network Security Engineer
+3,5,1,2,yes,yes,shell programming,database security,excellent,poor,Computer Architecture,testing,Testing and Maintainance Services,no,Cookbooks,Management,smart worker,no,yes,Network Security Engineer
+3,6,2,7,yes,no,app development,web technologies,poor,excellent,Computer Architecture,cloud computing,Service Based,yes,Dictionaries,Management,smart worker,no,yes,Network Security Engineer
+9,5,5,8,no,no,hadoop,game development,medium,poor,Computer Architecture,testing,Testing and Maintainance Services,no,Fantasy,Management,hard worker,no,yes,Network Security Engineer
+1,3,2,2,yes,yes,full stack,data science,medium,poor,programming,testing,Sales and Marketing,yes,Encyclopedias,Technical,hard worker,no,no,Network Security Engineer
+7,2,1,3,yes,yes,r programming,testing,excellent,poor,IOT,security,BPA,yes,Journals,Technical,smart worker,yes,no,Network Security Engineer
+2,0,6,1,yes,no,distro making,testing,excellent,excellent,Software Engineering,testing,Service Based,no,Horror,Technical,smart worker,yes,no,Network Security Engineer
+3,1,9,5,yes,yes,app development,web technologies,poor,medium,Management,cloud computing,Testing and Maintainance Services,yes,Romance,Technical,smart worker,no,no,Network Security Engineer
+7,5,3,8,no,yes,r programming,data science,excellent,poor,cloud computing,testing,Testing and Maintainance Services,no,Self help,Technical,smart worker,no,yes,Network Security Engineer
+4,2,6,8,yes,no,distro making,game development,medium,poor,data engineering,developer,Testing and Maintainance Services,no,Prayer books,Management,hard worker,no,yes,Network Security Engineer
+4,4,2,3,no,yes,hadoop,game development,medium,excellent,hacking,developer,Cloud Services,yes,Prayer books,Technical,smart worker,no,yes,Network Security Engineer
+8,1,1,4,yes,yes,shell programming,web technologies,medium,poor,parallel computing,Business process analyst,Testing and Maintainance Services,yes,Dictionaries,Technical,hard worker,yes,yes,Network Security Engineer
+5,5,5,3,no,yes,shell programming,database security,medium,excellent,Software Engineering,cloud computing,Service Based,no,Autobiographies,Technical,smart worker,yes,no,Network Security Engineer
+1,3,7,5,yes,no,hadoop,cloud computing,excellent,medium,data engineering,developer,Web Services,yes,Autobiographies,Management,smart worker,yes,yes,Network Security Engineer
+3,0,8,3,no,no,information security,web technologies,medium,medium,Computer Architecture,testing,SAaS services,yes,Autobiographies,Management,hard worker,yes,yes,Network Security Engineer
+9,5,8,8,no,no,machine learning,game development,excellent,medium,Software Engineering,Business process analyst,Product based,yes,Science fiction,Management,hard worker,no,yes,Network Security Engineer
+6,6,1,9,yes,yes,python,web technologies,excellent,medium,Computer Architecture,system developer,BPA,no,Health,Management,smart worker,no,yes,Network Security Engineer
+2,2,2,6,yes,yes,machine learning,hacking,excellent,poor,Software Engineering,testing,Sales and Marketing,no,Action and Adventure,Technical,smart worker,no,yes,Network Security Engineer
+4,1,7,1,no,no,machine learning,data science,medium,poor,data engineering,security,product development,no,Encyclopedias,Technical,smart worker,yes,yes,Network Security Engineer
+6,1,5,7,no,no,information security,game development,excellent,medium,programming,Business process analyst,Service Based,no,Diaries,Technical,hard worker,no,yes,Network Security Engineer
+8,4,1,4,yes,no,machine learning,game development,excellent,poor,Software Engineering,cloud computing,SAaS services,no,Series,Management,hard worker,yes,yes,Network Security Engineer
+3,6,9,4,no,yes,app development,web technologies,excellent,medium,Management,system developer,Product based,no,Journals,Management,smart worker,no,no,Network Security Engineer
+3,3,4,2,yes,no,shell programming,data science,excellent,excellent,parallel computing,testing,SAaS services,yes,Trilogy,Management,smart worker,yes,yes,Network Security Engineer
+7,4,8,9,no,no,hadoop,data science,excellent,poor,data engineering,cloud computing,Product based,no,Guide,Technical,smart worker,no,no,Network Security Engineer
+5,5,5,5,yes,no,r programming,testing,medium,excellent,IOT,developer,Product based,yes,Childrens,Management,hard worker,no,no,Network Security Engineer
+8,1,2,2,yes,no,app development,testing,poor,medium,Management,Business process analyst,Cloud Services,yes,Trilogy,Management,smart worker,no,yes,Network Security Engineer
+6,5,2,1,yes,no,r programming,hacking,excellent,poor,IOT,Business process analyst,Sales and Marketing,no,Religion-Spirituality,Technical,hard worker,yes,yes,Network Security Engineer
+7,3,4,9,no,yes,app development,game development,poor,poor,hacking,testing,Finance,yes,Poetry,Management,hard worker,no,yes,Network Security Engineer
+1,1,8,2,yes,yes,app development,database security,poor,poor,Software Engineering,testing,BPA,no,History,Technical,smart worker,yes,no,Network Security Engineer
+7,4,2,8,yes,yes,r programming,game development,poor,poor,cloud computing,system developer,Finance,yes,Satire,Management,hard worker,no,no,Network Security Engineer
+2,3,1,1,yes,no,shell programming,web technologies,excellent,excellent,Management,developer,Web Services,yes,Diaries,Technical,hard worker,yes,yes,Network Security Engineer
+6,3,6,7,yes,no,full stack,testing,medium,poor,parallel computing,testing,Testing and Maintainance Services,no,Self help,Technical,smart worker,yes,yes,Network Security Engineer
+6,4,5,3,yes,yes,r programming,database security,excellent,poor,cloud computing,testing,Sales and Marketing,no,Trilogy,Management,hard worker,no,yes,Network Security Engineer
+5,3,1,6,no,no,python,testing,excellent,poor,cloud computing,testing,Testing and Maintainance Services,no,Mystery,Management,smart worker,no,yes,Network Security Engineer
+4,4,1,9,no,yes,app development,system designing,medium,medium,networks,security,Product based,yes,Health,Technical,smart worker,yes,yes,Network Security Engineer
+6,0,3,4,yes,yes,python,cloud computing,excellent,medium,programming,Business process analyst,SAaS services,yes,Satire,Management,smart worker,no,no,Network Security Engineer
+1,1,4,3,yes,no,python,testing,poor,poor,IOT,developer,Sales and Marketing,no,Comics,Management,smart worker,yes,yes,Network Security Engineer
+6,6,5,3,no,yes,machine learning,hacking,medium,excellent,hacking,cloud computing,Finance,no,Diaries,Management,smart worker,yes,yes,Network Security Engineer
+5,5,9,7,yes,yes,python,data science,excellent,poor,data engineering,system developer,Sales and Marketing,no,Science,Technical,smart worker,yes,yes,Network Security Engineer
+6,1,6,3,no,yes,information security,hacking,medium,poor,cloud computing,testing,Finance,yes,Autobiographies,Management,hard worker,yes,no,Network Security Engineer
+1,1,6,5,no,no,shell programming,database security,poor,poor,cloud computing,cloud computing,Product based,no,Guide,Technical,hard worker,yes,no,Network Security Engineer
+8,6,4,8,no,no,app development,database security,poor,medium,Software Engineering,security,Cloud Services,no,History,Management,smart worker,yes,yes,Network Security Engineer
+5,2,8,6,no,yes,full stack,database security,poor,poor,Management,developer,Web Services,yes,Drama,Management,smart worker,yes,yes,Network Security Engineer
+9,6,5,4,yes,no,r programming,data science,medium,excellent,networks,developer,Web Services,yes,Horror,Technical,hard worker,no,no,Network Security Engineer
+5,0,3,3,yes,yes,full stack,testing,excellent,medium,data engineering,Business process analyst,Web Services,no,Encyclopedias,Technical,smart worker,no,yes,Network Security Engineer
+3,2,1,6,no,yes,information security,system designing,poor,medium,programming,system developer,BPA,yes,Math,Technical,smart worker,yes,yes,Network Security Engineer
+1,5,2,1,no,yes,machine learning,game development,excellent,excellent,Computer Architecture,cloud computing,Service Based,no,Art,Technical,smart worker,yes,no,Network Security Engineer
+8,1,5,9,no,no,machine learning,game development,excellent,excellent,Management,system developer,Web Services,no,Mystery,Management,smart worker,yes,no,Network Security Engineer
+3,6,8,7,no,yes,hadoop,testing,medium,medium,cloud computing,cloud computing,Sales and Marketing,yes,Horror,Management,smart worker,no,no,Network Security Engineer
+6,1,6,4,yes,no,hadoop,system designing,excellent,poor,parallel computing,testing,BPA,no,Poetry,Management,smart worker,no,no,Network Security Engineer
+4,2,7,4,no,yes,python,testing,medium,medium,hacking,Business process analyst,Web Services,yes,Mystery,Management,smart worker,no,no,Network Security Engineer
+1,3,4,6,no,yes,shell programming,game development,poor,excellent,cloud computing,system developer,Finance,no,Action and Adventure,Technical,hard worker,no,yes,Network Security Engineer
+5,2,8,5,yes,no,r programming,game development,poor,excellent,programming,cloud computing,Cloud Services,no,Self help,Technical,smart worker,yes,yes,Network Security Engineer
+6,5,7,8,no,yes,distro making,testing,medium,poor,data engineering,developer,Product based,yes,Poetry,Management,smart worker,no,yes,Network Security Engineer
+8,4,6,7,yes,no,full stack,hacking,excellent,poor,Software Engineering,cloud computing,BPA,no,Autobiographies,Management,smart worker,no,no,Network Security Engineer
+2,5,4,3,yes,no,distro making,game development,poor,poor,cloud computing,testing,Testing and Maintainance Services,no,Action and Adventure,Technical,smart worker,no,yes,Network Security Engineer
+7,3,3,7,no,yes,full stack,database security,excellent,poor,Computer Architecture,testing,Sales and Marketing,yes,Autobiographies,Management,smart worker,no,no,Network Security Engineer
+8,1,7,4,yes,no,information security,system designing,excellent,medium,Management,system developer,Testing and Maintainance Services,yes,Encyclopedias,Management,smart worker,yes,yes,Network Security Engineer
+8,6,3,7,no,yes,r programming,web technologies,excellent,medium,Software Engineering,Business process analyst,Sales and Marketing,no,Trilogy,Technical,smart worker,no,yes,Network Security Engineer
+7,1,8,5,no,no,hadoop,web technologies,excellent,poor,Software Engineering,system developer,Finance,yes,Trilogy,Management,smart worker,no,yes,Network Security Engineer
+3,0,2,1,no,yes,shell programming,game development,poor,excellent,Computer Architecture,testing,BPA,no,Poetry,Management,smart worker,no,yes,Network Security Engineer
+3,1,3,2,yes,no,distro making,data science,excellent,medium,cloud computing,cloud computing,Product based,no,Anthology,Technical,smart worker,no,no,Network Security Engineer
+5,3,9,4,yes,no,hadoop,hacking,medium,excellent,IOT,Business process analyst,Service Based,yes,Satire,Technical,hard worker,yes,yes,Network Security Engineer
+9,3,4,5,yes,no,distro making,data science,excellent,excellent,Management,system developer,Cloud Services,yes,Cookbooks,Technical,hard worker,no,no,Network Security Engineer
+2,3,7,6,yes,yes,app development,game development,medium,poor,parallel computing,security,Service Based,no,Science fiction,Technical,smart worker,yes,yes,Network Security Engineer
+1,3,8,2,no,no,r programming,web technologies,medium,excellent,Software Engineering,testing,BPA,yes,Fantasy,Management,smart worker,no,yes,Network Security Engineer
+8,1,2,9,no,yes,shell programming,game development,excellent,medium,IOT,security,Finance,no,Series,Technical,hard worker,no,yes,Network Security Engineer
+3,6,8,2,no,no,python,game development,medium,excellent,hacking,Business process analyst,BPA,yes,Autobiographies,Management,smart worker,no,yes,Network Security Engineer
+6,5,3,9,no,yes,shell programming,database security,excellent,poor,cloud computing,testing,Finance,yes,Encyclopedias,Technical,hard worker,no,yes,Network Security Engineer
+2,2,5,9,no,yes,app development,system designing,excellent,excellent,cloud computing,system developer,BPA,yes,Drama,Technical,smart worker,yes,no,Network Security Engineer
+4,6,8,3,yes,yes,full stack,database security,poor,excellent,hacking,testing,Service Based,yes,Science fiction,Technical,hard worker,no,no,Network Security Engineer
+5,2,9,2,yes,no,machine learning,game development,poor,excellent,data engineering,system developer,Cloud Services,yes,Childrens,Management,hard worker,yes,no,Network Security Engineer
+7,4,1,7,no,no,app development,system designing,medium,medium,cloud computing,security,Finance,no,Series,Technical,hard worker,yes,yes,Network Security Engineer
+9,2,3,5,no,no,distro making,cloud computing,excellent,poor,parallel computing,testing,Finance,yes,Dictionaries,Technical,smart worker,no,no,Network Security Engineer
+4,6,8,1,yes,no,r programming,web technologies,poor,poor,data engineering,testing,Service Based,yes,Health,Technical,smart worker,yes,no,Network Security Engineer
+9,5,5,5,yes,no,information security,game development,excellent,medium,networks,developer,SAaS services,no,Anthology,Management,smart worker,yes,yes,Network Security Engineer
+4,4,5,1,yes,no,r programming,cloud computing,medium,excellent,cloud computing,security,Product based,yes,Art,Management,hard worker,no,no,Network Security Engineer
+1,2,6,4,no,no,information security,game development,excellent,medium,data engineering,Business process analyst,Sales and Marketing,no,Diaries,Technical,hard worker,yes,yes,Network Security Engineer
+1,5,8,4,yes,no,full stack,cloud computing,poor,poor,Computer Architecture,testing,BPA,no,Series,Technical,hard worker,yes,yes,Network Security Engineer
+7,0,5,8,no,no,r programming,cloud computing,medium,poor,cloud computing,cloud computing,Web Services,no,Anthology,Management,smart worker,no,no,Network Security Engineer
+4,1,7,4,no,no,app development,web technologies,excellent,poor,programming,cloud computing,Cloud Services,yes,Horror,Technical,hard worker,yes,no,Network Security Engineer
+9,0,7,3,no,no,hadoop,data science,medium,poor,Computer Architecture,testing,Sales and Marketing,yes,Guide,Technical,hard worker,no,no,Network Security Engineer
+6,1,7,3,yes,no,distro making,cloud computing,excellent,excellent,Computer Architecture,testing,Service Based,no,Romance,Technical,hard worker,yes,no,Network Security Engineer
+3,1,5,1,yes,no,python,system designing,poor,poor,IOT,cloud computing,Web Services,yes,Health,Management,hard worker,no,yes,Network Security Engineer
+5,1,2,3,no,yes,app development,cloud computing,excellent,excellent,Computer Architecture,cloud computing,Finance,yes,Poetry,Management,hard worker,no,yes,Network Security Engineer
+4,5,9,9,yes,yes,r programming,testing,poor,medium,cloud computing,security,Web Services,yes,Self help,Management,hard worker,yes,yes,Network Security Engineer
+4,1,1,3,yes,no,hadoop,hacking,medium,poor,Software Engineering,testing,Web Services,no,Prayer books,Management,smart worker,yes,yes,Network Security Engineer
+4,4,4,3,yes,yes,information security,data science,medium,poor,networks,system developer,Web Services,yes,Anthology,Management,hard worker,no,yes,Network Security Engineer
+8,6,4,8,yes,no,information security,cloud computing,poor,excellent,Computer Architecture,security,Service Based,yes,Drama,Technical,smart worker,no,yes,Network Security Engineer
+3,5,2,1,no,yes,full stack,web technologies,medium,poor,IOT,developer,Finance,yes,Romance,Management,smart worker,no,yes,Network Security Engineer
+5,6,2,2,yes,yes,r programming,data science,poor,medium,Computer Architecture,Business process analyst,BPA,no,Series,Management,smart worker,yes,no,Network Security Engineer
+9,3,2,5,yes,no,information security,database security,medium,excellent,cloud computing,developer,Finance,yes,Action and Adventure,Management,smart worker,yes,no,Network Security Engineer
+2,0,7,5,no,no,app development,data science,medium,medium,cloud computing,cloud computing,BPA,yes,Health,Management,hard worker,yes,yes,Network Security Engineer
+3,1,8,8,yes,no,distro making,hacking,excellent,poor,programming,system developer,Sales and Marketing,no,Dictionaries,Management,smart worker,yes,no,Network Security Engineer
+4,3,9,9,yes,no,distro making,cloud computing,excellent,excellent,IOT,testing,Web Services,no,Horror,Management,smart worker,yes,yes,Network Security Engineer
+6,3,7,5,yes,yes,r programming,data science,medium,medium,parallel computing,testing,BPA,yes,Self help,Technical,smart worker,no,no,Network Security Engineer
+7,6,2,9,no,no,machine learning,system designing,poor,poor,data engineering,testing,Product based,no,Science fiction,Management,smart worker,yes,no,Network Security Engineer
+5,3,3,3,yes,no,information security,web technologies,poor,medium,parallel computing,cloud computing,Cloud Services,yes,Trilogy,Management,hard worker,yes,yes,Network Security Engineer
+1,5,2,4,yes,no,app development,database security,medium,medium,IOT,security,Cloud Services,yes,Self help,Technical,smart worker,no,yes,Network Security Engineer
+4,5,5,2,no,no,hadoop,system designing,poor,medium,Computer Architecture,developer,Sales and Marketing,yes,Satire,Management,hard worker,yes,no,Network Security Engineer
+1,2,2,2,no,yes,app development,hacking,excellent,poor,parallel computing,cloud computing,Testing and Maintainance Services,no,Science,Technical,smart worker,no,no,Network Security Engineer
+5,5,8,1,no,no,machine learning,data science,excellent,excellent,Management,system developer,Finance,yes,Art,Technical,smart worker,no,no,Network Security Engineer
+5,4,2,8,no,yes,hadoop,system designing,excellent,medium,data engineering,testing,Cloud Services,no,Romance,Management,hard worker,no,no,Network Security Engineer
+5,1,3,2,yes,yes,full stack,database security,excellent,excellent,parallel computing,system developer,Service Based,no,Series,Management,hard worker,yes,no,Network Security Engineer
+9,1,5,9,yes,no,full stack,hacking,excellent,poor,networks,developer,Sales and Marketing,no,Horror,Management,hard worker,yes,no,Network Security Engineer
+3,1,8,7,no,no,hadoop,system designing,excellent,medium,Software Engineering,security,SAaS services,yes,Art,Technical,smart worker,yes,yes,Network Security Engineer
+4,5,9,5,no,yes,distro making,web technologies,excellent,medium,Software Engineering,cloud computing,Sales and Marketing,no,Drama,Management,smart worker,yes,no,Network Security Engineer
+8,2,7,1,yes,no,app development,data science,medium,excellent,cloud computing,system developer,Product based,no,Cookbooks,Management,hard worker,no,no,Network Security Engineer
+2,4,9,1,no,yes,distro making,web technologies,medium,poor,hacking,security,product development,yes,Fantasy,Management,smart worker,yes,no,Network Security Engineer
+3,1,1,1,no,no,full stack,testing,excellent,medium,data engineering,cloud computing,Testing and Maintainance Services,no,Health,Technical,smart worker,yes,no,Network Security Engineer
+7,0,6,9,no,yes,information security,web technologies,excellent,excellent,Software Engineering,testing,Cloud Services,no,Satire,Technical,smart worker,yes,no,Network Security Engineer
+4,5,3,7,no,no,shell programming,testing,medium,poor,data engineering,cloud computing,Product based,no,Self help,Technical,smart worker,no,no,Network Security Engineer
+1,2,3,9,no,no,shell programming,system designing,poor,medium,cloud computing,Business process analyst,Product based,yes,Mystery,Management,hard worker,no,yes,Network Security Engineer
+8,6,8,5,yes,yes,distro making,web technologies,excellent,excellent,cloud computing,testing,Web Services,yes,Action and Adventure,Technical,hard worker,yes,no,Network Security Engineer
+1,1,9,7,no,yes,full stack,testing,poor,excellent,hacking,testing,Finance,yes,Comics,Management,smart worker,no,yes,Network Security Engineer
+9,0,2,5,yes,no,r programming,hacking,medium,excellent,Software Engineering,developer,Testing and Maintainance Services,no,Comics,Management,smart worker,yes,yes,Network Security Engineer
+3,2,3,9,no,no,python,database security,medium,poor,programming,Business process analyst,Web Services,no,Self help,Technical,hard worker,no,yes,Network Security Engineer
+5,4,5,6,yes,yes,shell programming,game development,poor,medium,Management,cloud computing,Service Based,yes,Mystery,Technical,smart worker,no,no,Network Security Engineer
+9,6,6,3,yes,no,r programming,database security,medium,poor,Management,cloud computing,Finance,no,Cookbooks,Technical,smart worker,yes,yes,Network Security Engineer
+7,2,1,6,yes,no,shell programming,game development,poor,medium,Computer Architecture,Business process analyst,Sales and Marketing,yes,Self help,Management,smart worker,yes,yes,Network Security Engineer
+7,4,2,5,no,no,distro making,hacking,poor,excellent,parallel computing,developer,Service Based,yes,Horror,Technical,hard worker,no,yes,Network Security Engineer
+6,3,8,7,no,no,app development,database security,poor,medium,Software Engineering,security,Service Based,no,Science,Management,hard worker,yes,yes,Network Security Engineer
+6,3,8,4,yes,no,information security,database security,poor,excellent,networks,system developer,Testing and Maintainance Services,no,Childrens,Technical,smart worker,yes,yes,Network Security Engineer
+1,2,2,7,yes,no,shell programming,testing,medium,medium,data engineering,Business process analyst,SAaS services,yes,Diaries,Technical,hard worker,yes,no,Network Security Engineer
+9,2,2,5,no,no,information security,game development,poor,poor,programming,Business process analyst,BPA,no,Fantasy,Management,hard worker,yes,no,Network Security Engineer
+6,4,9,7,no,no,machine learning,web technologies,poor,excellent,hacking,system developer,Testing and Maintainance Services,yes,Series,Technical,smart worker,yes,no,Network Security Engineer
+8,6,3,6,no,no,distro making,system designing,medium,poor,data engineering,system developer,Cloud Services,no,Guide,Technical,smart worker,yes,no,Network Security Engineer
+5,1,8,1,no,yes,information security,data science,poor,medium,Management,developer,Product based,no,Satire,Management,hard worker,yes,yes,Network Security Engineer
+9,3,7,7,no,no,shell programming,hacking,medium,poor,Software Engineering,developer,Product based,no,Action and Adventure,Technical,smart worker,yes,yes,Network Security Engineer
+1,2,6,6,yes,no,distro making,game development,poor,medium,programming,security,Product based,yes,Travel,Management,smart worker,no,no,Network Security Engineer
+1,5,5,6,yes,yes,information security,testing,poor,excellent,Management,developer,BPA,yes,Diaries,Management,hard worker,no,yes,Network Security Engineer
+6,3,4,2,yes,no,app development,game development,excellent,medium,Software Engineering,system developer,Cloud Services,no,Anthology,Technical,hard worker,no,no,Network Security Engineer
+4,6,2,3,yes,no,app development,cloud computing,poor,excellent,parallel computing,Business process analyst,Web Services,yes,Satire,Technical,smart worker,no,yes,Network Security Engineer
+2,3,4,2,no,yes,machine learning,database security,poor,excellent,cloud computing,security,Service Based,no,Prayer books,Technical,smart worker,yes,no,Network Security Engineer
+4,2,5,1,no,no,r programming,testing,medium,medium,IOT,system developer,Testing and Maintainance Services,no,Journals,Management,hard worker,yes,yes,Network Security Engineer
+8,1,8,8,yes,no,shell programming,testing,medium,poor,hacking,cloud computing,SAaS services,yes,Journals,Management,smart worker,yes,yes,Network Security Engineer
+1,5,2,3,yes,yes,shell programming,cloud computing,poor,excellent,Software Engineering,testing,BPA,yes,Anthology,Technical,hard worker,no,yes,Network Security Engineer
+5,0,3,4,yes,no,full stack,web technologies,poor,poor,Software Engineering,testing,Product based,yes,Science fiction,Management,hard worker,no,no,Network Security Engineer
+7,1,9,7,no,no,machine learning,database security,excellent,medium,data engineering,testing,Testing and Maintainance Services,yes,Diaries,Technical,smart worker,no,no,Network Security Engineer
+7,6,6,5,yes,yes,hadoop,web technologies,poor,excellent,data engineering,developer,Sales and Marketing,no,Comics,Technical,hard worker,yes,yes,Network Security Engineer
+1,1,4,6,yes,yes,machine learning,testing,excellent,poor,parallel computing,developer,Service Based,yes,Trilogy,Technical,smart worker,no,yes,Network Security Engineer
+1,3,5,6,no,yes,app development,data science,excellent,poor,Management,Business process analyst,Sales and Marketing,no,Self help,Management,hard worker,no,no,Network Security Engineer
+8,4,3,1,no,yes,full stack,web technologies,poor,poor,hacking,cloud computing,Web Services,no,Mystery,Technical,hard worker,no,yes,Network Security Engineer
+9,6,1,2,yes,no,app development,system designing,poor,medium,parallel computing,developer,Finance,yes,Guide,Technical,smart worker,no,yes,Network Security Engineer
+1,3,7,8,no,yes,distro making,cloud computing,poor,medium,hacking,cloud computing,Product based,yes,Guide,Technical,hard worker,yes,yes,Network Security Engineer
+3,2,3,7,yes,yes,information security,web technologies,excellent,excellent,Computer Architecture,developer,Cloud Services,yes,Horror,Technical,hard worker,yes,yes,Network Security Engineer
+6,6,3,5,yes,yes,r programming,data science,excellent,medium,hacking,Business process analyst,BPA,no,Series,Management,hard worker,yes,no,Network Security Engineer
+7,5,8,7,no,yes,app development,testing,medium,poor,hacking,Business process analyst,BPA,no,Biographies,Management,hard worker,no,no,Network Security Engineer
+2,1,4,2,no,yes,hadoop,web technologies,poor,poor,programming,Business process analyst,Service Based,no,Series,Management,smart worker,no,no,Network Security Engineer
+5,5,8,6,no,yes,distro making,data science,poor,poor,IOT,security,Finance,yes,Religion-Spirituality,Management,smart worker,no,yes,Network Security Engineer
+9,1,6,3,no,yes,shell programming,data science,excellent,medium,data engineering,cloud computing,SAaS services,no,Action and Adventure,Technical,smart worker,yes,no,Network Security Engineer
+6,0,8,4,no,yes,app development,data science,poor,medium,cloud computing,developer,Product based,yes,Biographies,Management,smart worker,yes,yes,Network Security Engineer
+4,0,5,8,no,yes,shell programming,system designing,poor,medium,programming,developer,Testing and Maintainance Services,yes,Horror,Technical,hard worker,yes,no,Network Security Engineer
+5,2,6,3,yes,no,r programming,web technologies,medium,poor,Computer Architecture,security,Service Based,no,Trilogy,Management,smart worker,yes,no,Network Security Engineer
+8,5,2,2,no,no,shell programming,web technologies,excellent,poor,Computer Architecture,testing,product development,no,Cookbooks,Management,hard worker,no,yes,Network Security Engineer
+6,2,3,4,yes,no,machine learning,game development,medium,excellent,data engineering,cloud computing,Finance,no,Science fiction,Management,smart worker,yes,yes,Network Security Engineer
+4,0,3,5,yes,no,information security,hacking,poor,medium,cloud computing,security,Finance,yes,Biographies,Technical,hard worker,yes,no,Network Security Engineer
+8,1,4,7,yes,yes,app development,web technologies,medium,excellent,IOT,system developer,SAaS services,yes,Horror,Technical,hard worker,no,yes,Network Security Engineer
+1,5,5,2,yes,no,distro making,database security,medium,excellent,networks,testing,BPA,no,Horror,Management,hard worker,yes,yes,Network Security Engineer
+3,1,1,8,no,no,machine learning,game development,excellent,poor,programming,cloud computing,Cloud Services,yes,Comics,Management,smart worker,yes,yes,Network Security Engineer
+2,6,7,4,no,no,python,game development,excellent,medium,Software Engineering,Business process analyst,Cloud Services,no,Guide,Technical,hard worker,no,yes,Network Security Engineer
+7,5,6,7,yes,yes,information security,testing,medium,excellent,IOT,cloud computing,product development,yes,Mystery,Technical,smart worker,no,no,Network Security Engineer
+4,4,5,8,no,yes,python,game development,medium,excellent,Software Engineering,cloud computing,Finance,yes,Travel,Technical,smart worker,yes,yes,Network Security Engineer
+6,2,3,2,yes,no,shell programming,game development,poor,poor,networks,developer,Finance,yes,Biographies,Management,smart worker,no,no,Network Security Engineer
+8,1,2,5,yes,yes,r programming,web technologies,excellent,medium,hacking,testing,Product based,no,Science fiction,Management,hard worker,yes,no,Network Security Engineer
+2,1,8,8,no,no,r programming,game development,excellent,poor,networks,system developer,product development,yes,Satire,Management,hard worker,yes,no,Network Security Engineer
+9,2,1,8,yes,yes,python,hacking,medium,poor,IOT,developer,BPA,yes,Journals,Management,hard worker,no,no,Network Security Engineer
+3,4,5,6,no,no,shell programming,cloud computing,excellent,excellent,parallel computing,system developer,Cloud Services,no,Comics,Management,smart worker,yes,no,Network Security Engineer
+4,6,2,1,no,no,python,data science,poor,excellent,parallel computing,testing,Service Based,no,Horror,Technical,hard worker,yes,yes,Network Security Engineer
+1,2,7,1,yes,yes,r programming,system designing,excellent,medium,Software Engineering,developer,BPA,yes,Horror,Technical,hard worker,yes,yes,Network Security Engineer
+8,1,7,4,yes,no,python,database security,medium,medium,networks,testing,product development,yes,Romance,Technical,smart worker,no,no,Network Security Engineer
+5,3,7,7,no,yes,full stack,testing,poor,poor,parallel computing,Business process analyst,Finance,yes,History,Technical,smart worker,yes,yes,Network Security Engineer
+1,3,1,1,no,no,shell programming,data science,excellent,excellent,cloud computing,developer,Service Based,yes,Trilogy,Technical,hard worker,no,yes,Network Security Engineer
+4,5,5,5,no,yes,full stack,testing,medium,excellent,Software Engineering,Business process analyst,Finance,yes,Horror,Management,hard worker,no,no,Network Security Engineer
+6,4,5,3,yes,yes,python,cloud computing,medium,excellent,Software Engineering,system developer,Testing and Maintainance Services,yes,Childrens,Management,smart worker,yes,yes,Network Security Engineer
+8,0,7,2,no,no,distro making,data science,poor,medium,Computer Architecture,testing,Service Based,no,History,Technical,hard worker,no,yes,Network Security Engineer
+3,3,4,2,no,no,information security,data science,poor,medium,networks,cloud computing,product development,yes,Cookbooks,Technical,hard worker,no,no,Network Security Engineer
+1,4,4,7,yes,no,distro making,hacking,medium,medium,parallel computing,system developer,product development,yes,Health,Technical,smart worker,no,no,Network Security Engineer
+1,1,7,8,no,no,machine learning,hacking,poor,poor,Computer Architecture,cloud computing,Service Based,yes,Childrens,Technical,hard worker,no,no,Network Security Engineer
+9,4,1,3,yes,no,machine learning,hacking,excellent,excellent,Computer Architecture,cloud computing,BPA,yes,Guide,Technical,hard worker,no,no,Network Security Engineer
+8,4,1,7,no,no,hadoop,database security,medium,poor,programming,system developer,Product based,yes,Trilogy,Management,smart worker,no,yes,Network Security Engineer
+8,1,9,4,no,no,machine learning,testing,medium,poor,Software Engineering,Business process analyst,Cloud Services,no,Prayer books,Technical,smart worker,no,no,Network Security Engineer
+1,4,7,5,yes,no,shell programming,testing,medium,medium,parallel computing,testing,product development,yes,Horror,Technical,smart worker,yes,yes,Network Security Engineer
+3,2,4,3,no,no,hadoop,database security,medium,excellent,IOT,testing,Web Services,yes,Health,Management,smart worker,yes,yes,Network Security Engineer
+8,5,5,4,yes,yes,shell programming,testing,medium,poor,cloud computing,developer,Web Services,yes,Cookbooks,Technical,hard worker,yes,no,Network Security Engineer
+5,0,1,4,yes,no,full stack,system designing,poor,medium,programming,developer,Cloud Services,yes,Horror,Management,smart worker,no,yes,Network Security Engineer
+8,4,8,9,yes,no,r programming,cloud computing,excellent,poor,Computer Architecture,Business process analyst,BPA,yes,Health,Technical,hard worker,no,no,Network Security Engineer
+1,2,1,6,no,yes,machine learning,system designing,excellent,excellent,parallel computing,cloud computing,Service Based,no,Art,Technical,smart worker,yes,no,Network Security Engineer
+8,3,1,8,no,no,shell programming,testing,medium,poor,networks,system developer,SAaS services,no,Series,Management,hard worker,no,no,Network Security Engineer
+9,0,5,4,no,no,machine learning,game development,medium,poor,IOT,Business process analyst,Service Based,yes,Anthology,Technical,smart worker,yes,no,Network Security Engineer
+7,5,2,3,yes,yes,distro making,cloud computing,medium,poor,IOT,cloud computing,Finance,no,Poetry,Technical,hard worker,yes,yes,Network Security Engineer
+5,0,2,3,yes,no,machine learning,web technologies,excellent,excellent,networks,Business process analyst,BPA,yes,Science fiction,Technical,smart worker,yes,yes,Network Security Engineer
+8,0,3,7,no,no,hadoop,system designing,medium,medium,data engineering,cloud computing,Finance,yes,Horror,Technical,smart worker,yes,no,Network Security Engineer
+3,2,7,5,no,no,distro making,data science,poor,medium,programming,system developer,BPA,yes,Dictionaries,Technical,smart worker,no,no,Network Security Engineer
+9,0,1,3,yes,no,machine learning,system designing,poor,excellent,Management,Business process analyst,Sales and Marketing,yes,Encyclopedias,Technical,hard worker,no,yes,Network Security Engineer
+3,6,3,1,no,yes,python,cloud computing,medium,poor,data engineering,Business process analyst,BPA,no,Action and Adventure,Management,smart worker,no,yes,Network Security Engineer
+6,4,7,4,no,no,full stack,game development,medium,excellent,Computer Architecture,system developer,Finance,no,Health,Technical,hard worker,no,yes,Network Security Engineer
+3,1,7,6,yes,yes,python,cloud computing,poor,medium,networks,system developer,BPA,yes,Childrens,Management,hard worker,no,yes,Network Security Engineer
+9,3,7,7,no,yes,distro making,hacking,poor,medium,Management,security,Service Based,no,Anthology,Management,smart worker,no,no,Network Security Engineer
+4,2,9,8,yes,yes,shell programming,database security,excellent,poor,Management,developer,product development,yes,Journals,Technical,hard worker,yes,no,Network Security Engineer
+4,3,8,1,yes,no,hadoop,web technologies,poor,medium,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Travel,Management,hard worker,no,no,Network Security Engineer
+5,6,2,5,no,no,shell programming,hacking,medium,medium,Computer Architecture,cloud computing,Sales and Marketing,yes,Romance,Management,smart worker,yes,no,Network Security Engineer
+8,5,2,6,no,no,hadoop,cloud computing,excellent,medium,parallel computing,testing,Cloud Services,no,History,Management,smart worker,yes,no,Network Security Engineer
+1,0,6,7,yes,no,information security,game development,medium,medium,Computer Architecture,testing,Service Based,no,Travel,Management,smart worker,no,yes,Network Security Engineer
+3,0,5,7,no,no,full stack,database security,poor,excellent,networks,developer,Cloud Services,yes,Drama,Management,smart worker,no,yes,Network Security Engineer
+6,3,7,3,yes,no,shell programming,hacking,poor,excellent,parallel computing,Business process analyst,Finance,yes,Art,Technical,smart worker,yes,yes,Network Security Engineer
+8,3,6,7,yes,yes,r programming,hacking,medium,poor,data engineering,cloud computing,Product based,yes,Religion-Spirituality,Management,smart worker,no,no,Network Security Engineer
+4,2,9,7,yes,no,shell programming,game development,excellent,excellent,networks,system developer,Finance,yes,Fantasy,Management,hard worker,yes,yes,Network Security Engineer
+4,6,3,1,yes,yes,information security,database security,excellent,medium,parallel computing,Business process analyst,SAaS services,yes,Trilogy,Technical,hard worker,yes,no,Network Security Engineer
+9,3,7,9,no,yes,full stack,hacking,poor,medium,networks,security,BPA,yes,Science fiction,Management,smart worker,yes,no,Network Security Engineer
+4,3,4,9,yes,yes,hadoop,data science,excellent,medium,Software Engineering,testing,SAaS services,yes,Horror,Technical,smart worker,yes,yes,Network Security Engineer
+2,5,7,2,yes,no,r programming,web technologies,medium,medium,networks,Business process analyst,Cloud Services,no,Science fiction,Technical,smart worker,no,no,Network Security Engineer
+6,0,2,4,yes,no,app development,database security,medium,medium,IOT,Business process analyst,Service Based,no,Encyclopedias,Technical,hard worker,no,yes,Network Security Engineer
+5,6,3,4,no,no,shell programming,data science,poor,poor,data engineering,Business process analyst,Web Services,yes,Travel,Management,smart worker,yes,yes,Network Security Engineer
+7,2,9,1,no,yes,hadoop,cloud computing,medium,excellent,Software Engineering,security,BPA,yes,Health,Management,hard worker,yes,yes,Network Security Engineer
+1,0,1,8,yes,no,machine learning,web technologies,poor,excellent,Management,cloud computing,Finance,no,Guide,Management,smart worker,no,yes,Network Security Engineer
+7,3,3,7,no,no,full stack,system designing,excellent,poor,parallel computing,testing,Service Based,yes,Series,Technical,smart worker,no,no,Network Security Engineer
+3,3,8,9,yes,no,python,game development,poor,excellent,Management,security,Cloud Services,no,Horror,Management,hard worker,no,no,Network Security Engineer
+3,1,8,3,yes,yes,python,game development,poor,excellent,networks,developer,product development,no,Travel,Management,hard worker,no,no,Network Security Engineer
+4,3,5,9,yes,yes,python,web technologies,medium,excellent,Software Engineering,security,Sales and Marketing,yes,Guide,Management,hard worker,no,no,Network Security Engineer
+3,6,2,8,no,no,distro making,data science,medium,medium,cloud computing,security,Web Services,yes,Dictionaries,Technical,hard worker,yes,yes,Network Security Engineer
+2,2,9,8,no,yes,python,database security,poor,medium,cloud computing,developer,Testing and Maintainance Services,no,Health,Management,hard worker,no,yes,Network Security Engineer
+2,2,7,8,yes,no,distro making,testing,excellent,poor,hacking,cloud computing,BPA,yes,Biographies,Management,hard worker,no,yes,Network Security Engineer
+6,4,1,2,yes,no,app development,database security,medium,medium,hacking,cloud computing,Product based,no,Satire,Management,smart worker,no,no,Network Security Engineer
+4,6,5,9,yes,no,machine learning,cloud computing,excellent,poor,Software Engineering,security,Web Services,yes,History,Technical,smart worker,yes,yes,Network Security Engineer
+2,1,1,1,yes,yes,hadoop,web technologies,poor,poor,programming,developer,Service Based,yes,Biographies,Technical,smart worker,no,no,Network Security Engineer
+7,2,3,1,no,no,distro making,cloud computing,poor,excellent,IOT,cloud computing,Web Services,yes,Mystery,Management,hard worker,no,yes,Network Security Engineer
+7,4,6,2,yes,yes,information security,game development,medium,excellent,Software Engineering,Business process analyst,product development,yes,Prayer books,Management,smart worker,no,yes,Network Security Engineer
+4,1,4,5,yes,no,app development,hacking,excellent,excellent,IOT,cloud computing,Web Services,yes,Prayer books,Management,hard worker,yes,yes,Network Security Engineer
+2,3,4,7,yes,yes,hadoop,hacking,medium,poor,cloud computing,cloud computing,Finance,no,Autobiographies,Technical,hard worker,no,yes,Network Security Engineer
+5,1,6,6,no,yes,full stack,data science,medium,medium,Software Engineering,system developer,Testing and Maintainance Services,yes,Math,Technical,smart worker,yes,yes,Network Security Engineer
+1,3,5,5,no,no,hadoop,cloud computing,excellent,medium,parallel computing,developer,Product based,no,Dictionaries,Management,hard worker,no,yes,Network Security Engineer
+8,1,4,6,yes,yes,r programming,database security,excellent,excellent,parallel computing,security,Sales and Marketing,no,Anthology,Management,hard worker,yes,yes,Network Security Engineer
+6,6,1,7,yes,no,shell programming,hacking,poor,medium,IOT,Business process analyst,Cloud Services,yes,Horror,Technical,smart worker,no,no,Network Security Engineer
+9,3,4,8,no,yes,information security,hacking,poor,medium,hacking,testing,Service Based,yes,Science fiction,Technical,smart worker,yes,no,Network Security Engineer
+4,6,1,1,yes,yes,app development,testing,poor,excellent,Management,security,product development,yes,Math,Management,smart worker,yes,no,Network Security Engineer
+2,6,9,9,no,no,r programming,testing,medium,excellent,data engineering,cloud computing,Service Based,yes,Health,Management,smart worker,no,yes,Network Security Engineer
+8,4,6,7,no,no,hadoop,hacking,poor,poor,IOT,security,Cloud Services,yes,Fantasy,Management,smart worker,no,no,Network Security Engineer
+2,0,7,1,no,no,hadoop,web technologies,excellent,excellent,networks,system developer,Sales and Marketing,yes,Health,Technical,hard worker,yes,no,Network Security Engineer
+3,2,3,5,yes,no,r programming,game development,poor,excellent,IOT,cloud computing,Cloud Services,no,Health,Management,hard worker,yes,no,Network Security Engineer
+3,6,5,6,no,yes,r programming,data science,poor,medium,networks,security,Service Based,no,Horror,Technical,smart worker,yes,yes,Network Security Engineer
+6,6,6,9,no,no,shell programming,cloud computing,medium,excellent,Software Engineering,security,Finance,no,Prayer books,Technical,smart worker,no,yes,Network Security Engineer
+5,3,7,2,yes,yes,distro making,database security,excellent,excellent,cloud computing,testing,Service Based,no,Horror,Technical,hard worker,yes,yes,Network Security Engineer
+6,0,5,2,yes,no,information security,cloud computing,poor,excellent,Computer Architecture,system developer,SAaS services,no,Guide,Management,smart worker,yes,yes,Network Security Engineer
+7,6,4,5,no,yes,r programming,database security,poor,excellent,IOT,system developer,Web Services,no,Math,Technical,smart worker,no,no,Network Security Engineer
+6,6,1,8,no,no,distro making,cloud computing,poor,medium,IOT,security,Sales and Marketing,yes,Autobiographies,Management,smart worker,yes,no,Network Security Engineer
+1,0,6,2,yes,yes,shell programming,cloud computing,poor,excellent,parallel computing,Business process analyst,Product based,yes,Encyclopedias,Management,hard worker,yes,yes,Network Security Engineer
+1,0,2,3,yes,no,distro making,cloud computing,excellent,excellent,IOT,system developer,Testing and Maintainance Services,yes,Biographies,Management,smart worker,yes,yes,Network Security Engineer
+5,6,8,2,no,yes,shell programming,game development,medium,poor,cloud computing,system developer,Service Based,no,Satire,Technical,hard worker,yes,no,Network Security Engineer
+5,5,6,4,yes,no,app development,system designing,excellent,excellent,Computer Architecture,developer,Product based,yes,Science,Technical,smart worker,yes,yes,Network Security Engineer
+2,2,3,8,yes,no,information security,game development,medium,medium,Software Engineering,cloud computing,Web Services,yes,Diaries,Technical,smart worker,yes,yes,Network Security Engineer
+8,5,8,8,no,yes,python,testing,excellent,poor,data engineering,testing,SAaS services,no,Autobiographies,Technical,hard worker,no,no,Network Security Engineer
+4,0,5,1,no,no,information security,web technologies,excellent,excellent,networks,security,Testing and Maintainance Services,yes,Autobiographies,Management,smart worker,yes,no,Network Security Engineer
+2,2,8,4,no,no,full stack,cloud computing,poor,medium,IOT,system developer,BPA,no,Travel,Technical,smart worker,no,no,Network Security Engineer
+6,4,4,6,no,no,python,database security,excellent,excellent,cloud computing,security,Finance,yes,Science,Technical,smart worker,yes,no,Network Security Engineer
+3,4,5,5,yes,yes,python,web technologies,medium,excellent,data engineering,Business process analyst,Web Services,yes,Travel,Management,smart worker,no,no,Network Security Engineer
+2,5,9,3,no,yes,full stack,web technologies,excellent,medium,networks,security,Service Based,no,Self help,Technical,smart worker,yes,no,Network Security Engineer
+7,3,4,9,no,no,r programming,testing,poor,medium,hacking,cloud computing,Finance,yes,Travel,Management,hard worker,yes,yes,Network Security Engineer
+6,2,3,4,yes,yes,machine learning,cloud computing,medium,excellent,hacking,security,Finance,yes,Series,Management,smart worker,yes,yes,Network Security Engineer
+7,0,9,6,yes,yes,r programming,database security,excellent,poor,networks,testing,Finance,yes,Romance,Management,smart worker,no,no,Network Security Engineer
+6,0,5,1,yes,no,r programming,hacking,poor,excellent,programming,Business process analyst,Sales and Marketing,yes,Autobiographies,Technical,hard worker,yes,no,Network Security Engineer
+1,6,5,5,no,yes,app development,cloud computing,poor,medium,hacking,developer,Service Based,no,Childrens,Technical,hard worker,no,no,Network Security Engineer
+7,0,1,1,no,no,hadoop,system designing,poor,poor,parallel computing,system developer,Finance,no,Science fiction,Management,smart worker,yes,yes,Network Security Engineer
+5,1,2,9,no,no,distro making,cloud computing,poor,excellent,parallel computing,system developer,Finance,yes,Romance,Management,hard worker,no,yes,Network Security Engineer
+9,3,3,2,yes,no,information security,database security,poor,medium,cloud computing,developer,Service Based,yes,Encyclopedias,Management,smart worker,no,yes,Network Security Engineer
+3,4,4,9,no,no,information security,system designing,excellent,excellent,networks,system developer,BPA,no,Health,Management,smart worker,no,no,Network Security Engineer
+3,5,5,1,yes,yes,full stack,testing,excellent,poor,networks,security,SAaS services,yes,Series,Technical,smart worker,yes,no,Network Security Engineer
+8,1,7,8,no,no,full stack,data science,excellent,excellent,parallel computing,cloud computing,Service Based,no,Travel,Management,smart worker,yes,yes,Network Security Engineer
+3,2,2,1,yes,no,machine learning,data science,medium,medium,networks,Business process analyst,Sales and Marketing,yes,Cookbooks,Management,hard worker,yes,yes,Network Security Engineer
+9,5,6,2,yes,no,hadoop,cloud computing,medium,poor,programming,system developer,Product based,yes,Comics,Technical,hard worker,no,no,Network Security Engineer
+5,3,9,5,yes,yes,shell programming,hacking,poor,excellent,data engineering,developer,BPA,no,Dictionaries,Technical,smart worker,yes,no,Network Security Engineer
+2,4,4,7,yes,yes,hadoop,database security,poor,poor,data engineering,system developer,BPA,no,Encyclopedias,Technical,hard worker,yes,no,Network Security Engineer
+6,3,1,6,yes,yes,hadoop,hacking,excellent,medium,networks,cloud computing,Product based,no,Poetry,Management,hard worker,yes,yes,Network Security Engineer
+8,4,8,3,no,yes,full stack,web technologies,poor,medium,Management,testing,Sales and Marketing,no,Prayer books,Management,smart worker,yes,yes,Network Security Engineer
+8,0,3,7,yes,yes,full stack,web technologies,poor,poor,IOT,testing,Cloud Services,no,History,Management,smart worker,yes,no,Network Security Engineer
+2,1,5,6,yes,no,hadoop,database security,excellent,medium,data engineering,cloud computing,Web Services,no,Self help,Management,hard worker,no,yes,Network Security Engineer
+4,2,7,1,no,yes,machine learning,cloud computing,poor,poor,Management,system developer,Testing and Maintainance Services,yes,Comics,Technical,hard worker,no,yes,Network Security Engineer
+2,5,1,2,yes,no,app development,web technologies,medium,medium,Computer Architecture,system developer,Sales and Marketing,yes,Childrens,Management,smart worker,no,no,Network Security Engineer
+7,4,9,5,yes,yes,full stack,testing,poor,medium,Computer Architecture,testing,Web Services,yes,Religion-Spirituality,Management,smart worker,no,no,Network Security Engineer
+5,4,9,1,no,no,r programming,data science,poor,excellent,parallel computing,developer,Sales and Marketing,no,Science,Technical,hard worker,no,yes,Network Security Engineer
+4,4,9,8,no,yes,shell programming,testing,excellent,poor,Management,system developer,Finance,yes,Poetry,Technical,hard worker,no,yes,Network Security Engineer
+5,6,5,2,yes,no,python,database security,excellent,medium,Computer Architecture,developer,Web Services,yes,Comics,Technical,hard worker,yes,yes,Network Security Engineer
+9,1,3,2,no,no,full stack,testing,excellent,medium,IOT,cloud computing,Finance,no,Guide,Technical,hard worker,no,yes,Network Security Engineer
+6,1,4,1,yes,yes,full stack,cloud computing,medium,poor,parallel computing,system developer,Cloud Services,yes,Science,Management,hard worker,yes,yes,Network Security Engineer
+3,6,4,6,no,yes,information security,system designing,poor,medium,data engineering,developer,Testing and Maintainance Services,no,Science,Management,hard worker,yes,no,Network Security Engineer
+3,0,2,1,yes,no,machine learning,cloud computing,excellent,excellent,Management,developer,Web Services,yes,Prayer books,Management,hard worker,yes,no,Network Security Engineer
+9,0,7,4,yes,yes,information security,hacking,excellent,excellent,parallel computing,Business process analyst,product development,no,Science,Management,smart worker,no,yes,Network Security Engineer
+6,2,6,1,yes,yes,machine learning,web technologies,medium,medium,cloud computing,security,Sales and Marketing,no,Religion-Spirituality,Technical,smart worker,yes,no,Network Security Engineer
+1,2,4,5,no,no,machine learning,database security,poor,poor,Software Engineering,Business process analyst,BPA,no,Health,Management,smart worker,no,no,Network Security Engineer
+6,6,6,2,no,no,full stack,cloud computing,medium,medium,hacking,Business process analyst,BPA,yes,Self help,Management,hard worker,no,yes,Network Security Engineer
+8,4,4,5,yes,no,information security,web technologies,poor,medium,hacking,security,BPA,yes,Health,Management,hard worker,yes,no,Network Security Engineer
+4,0,1,9,no,yes,r programming,hacking,excellent,medium,Computer Architecture,security,Web Services,yes,Religion-Spirituality,Technical,hard worker,no,yes,Network Security Engineer
+9,5,8,1,no,yes,shell programming,data science,excellent,poor,cloud computing,security,Web Services,no,Series,Technical,smart worker,yes,no,Network Security Engineer
+9,3,5,8,no,yes,python,system designing,poor,medium,parallel computing,security,Sales and Marketing,yes,Guide,Technical,smart worker,yes,yes,Network Security Engineer
+6,2,9,3,yes,no,hadoop,system designing,excellent,excellent,networks,security,Web Services,yes,Mystery,Management,smart worker,no,no,Network Security Engineer
+8,6,8,4,no,yes,python,game development,excellent,excellent,programming,Business process analyst,BPA,yes,Romance,Management,smart worker,yes,yes,Network Security Engineer
+7,4,5,1,no,yes,app development,database security,excellent,medium,Computer Architecture,Business process analyst,SAaS services,yes,Series,Technical,hard worker,no,no,Network Security Engineer
+6,4,4,3,yes,no,hadoop,cloud computing,medium,poor,data engineering,Business process analyst,Web Services,yes,Autobiographies,Technical,smart worker,no,yes,Network Security Engineer
+1,3,1,5,yes,yes,distro making,database security,excellent,medium,programming,developer,BPA,no,Religion-Spirituality,Technical,hard worker,yes,no,Network Security Engineer
+6,6,4,2,no,yes,hadoop,hacking,medium,poor,programming,Business process analyst,Finance,yes,Series,Management,hard worker,yes,no,Network Security Engineer
+6,1,5,8,yes,no,distro making,hacking,medium,medium,Computer Architecture,developer,Finance,yes,Guide,Management,smart worker,yes,no,Network Security Engineer
+3,2,3,7,yes,no,shell programming,game development,poor,medium,networks,developer,Cloud Services,no,Science fiction,Technical,hard worker,no,no,Network Security Engineer
+2,4,9,2,no,no,full stack,database security,excellent,excellent,hacking,Business process analyst,BPA,yes,Health,Management,smart worker,yes,yes,Network Security Engineer
+4,6,3,6,yes,no,hadoop,game development,medium,medium,Software Engineering,cloud computing,Web Services,no,Prayer books,Technical,hard worker,yes,no,Network Security Engineer
+7,1,4,4,no,no,shell programming,data science,excellent,poor,data engineering,testing,Product based,yes,Horror,Technical,smart worker,yes,no,Network Security Engineer
+2,3,2,4,yes,yes,full stack,game development,poor,excellent,Computer Architecture,Business process analyst,SAaS services,no,Prayer books,Management,smart worker,no,no,Network Security Engineer
+6,3,4,1,no,no,machine learning,hacking,medium,excellent,hacking,security,SAaS services,yes,Science fiction,Management,hard worker,no,yes,Network Security Engineer
+8,6,8,1,yes,yes,full stack,hacking,excellent,excellent,Management,system developer,Testing and Maintainance Services,yes,Horror,Technical,smart worker,no,no,Network Security Engineer
+2,6,4,3,yes,yes,shell programming,game development,medium,medium,IOT,testing,Service Based,yes,Dictionaries,Technical,smart worker,no,no,Network Security Engineer
+3,2,7,6,yes,no,hadoop,cloud computing,excellent,medium,networks,Business process analyst,Sales and Marketing,yes,Autobiographies,Technical,hard worker,no,yes,Network Security Engineer
+9,1,8,4,no,yes,python,testing,medium,excellent,programming,testing,Cloud Services,yes,Religion-Spirituality,Management,smart worker,no,yes,Network Security Engineer
+9,1,1,1,no,no,python,data science,poor,medium,data engineering,testing,Cloud Services,no,Guide,Management,smart worker,no,no,Network Security Engineer
+9,2,5,1,yes,no,python,web technologies,medium,excellent,Computer Architecture,security,product development,no,Self help,Management,smart worker,no,yes,Network Security Engineer
+8,6,9,1,no,no,app development,game development,medium,excellent,programming,testing,Cloud Services,yes,Action and Adventure,Management,hard worker,no,no,Network Security Engineer
+6,4,9,1,yes,yes,machine learning,hacking,medium,medium,Software Engineering,Business process analyst,Service Based,yes,Anthology,Technical,smart worker,yes,no,Network Security Engineer
+3,6,2,7,no,yes,hadoop,game development,poor,poor,Software Engineering,cloud computing,Testing and Maintainance Services,no,Diaries,Management,hard worker,no,no,Network Security Engineer
+6,2,2,9,yes,no,information security,web technologies,excellent,medium,data engineering,Business process analyst,SAaS services,no,Childrens,Management,smart worker,no,no,Network Security Engineer
+2,4,1,5,yes,yes,r programming,game development,poor,medium,Software Engineering,Business process analyst,Web Services,yes,Health,Technical,smart worker,no,yes,Network Security Engineer
+9,5,8,2,no,yes,distro making,system designing,excellent,excellent,networks,security,BPA,no,Guide,Management,smart worker,yes,no,Network Security Engineer
+8,5,7,8,yes,yes,python,database security,poor,medium,cloud computing,system developer,Service Based,yes,Action and Adventure,Technical,smart worker,no,yes,Network Security Engineer
+1,3,9,9,yes,yes,python,game development,excellent,medium,data engineering,security,Web Services,yes,Science fiction,Technical,smart worker,yes,yes,Network Security Engineer
+5,6,9,1,yes,yes,app development,data science,poor,medium,hacking,developer,Testing and Maintainance Services,yes,Prayer books,Technical,smart worker,yes,yes,Network Security Engineer
+1,6,3,7,yes,yes,shell programming,testing,poor,poor,programming,developer,Finance,yes,Horror,Technical,smart worker,yes,yes,Network Security Engineer
+1,0,7,1,yes,yes,distro making,testing,poor,poor,data engineering,cloud computing,Cloud Services,no,Self help,Technical,smart worker,no,no,Network Security Engineer
+1,5,9,5,no,no,r programming,cloud computing,excellent,excellent,IOT,developer,Sales and Marketing,no,Action and Adventure,Technical,smart worker,yes,yes,Network Security Engineer
+4,5,9,3,yes,no,distro making,cloud computing,excellent,poor,Management,security,SAaS services,no,Math,Management,smart worker,no,no,Network Security Engineer
+8,4,6,4,no,no,python,web technologies,poor,medium,programming,security,Sales and Marketing,yes,Science,Management,hard worker,yes,no,Network Security Engineer
+2,1,7,6,no,no,python,web technologies,poor,excellent,Software Engineering,security,Web Services,no,Self help,Technical,smart worker,yes,yes,Network Security Engineer
+3,4,4,3,no,no,app development,web technologies,excellent,poor,Software Engineering,system developer,SAaS services,no,Guide,Management,hard worker,yes,yes,Network Security Engineer
+5,5,2,6,no,no,hadoop,database security,poor,poor,Management,security,Service Based,yes,Cookbooks,Technical,smart worker,no,no,Network Security Engineer
+2,0,9,8,no,no,information security,system designing,medium,medium,IOT,Business process analyst,SAaS services,yes,Health,Management,hard worker,no,yes,Network Security Engineer
+3,1,2,8,no,no,python,data science,excellent,poor,Management,testing,Product based,yes,Travel,Management,smart worker,yes,no,Network Security Engineer
+7,0,1,3,yes,yes,information security,database security,poor,poor,Software Engineering,Business process analyst,BPA,yes,Poetry,Technical,hard worker,yes,no,Network Security Engineer
+2,5,1,4,no,no,python,database security,poor,medium,parallel computing,testing,Sales and Marketing,yes,Journals,Management,smart worker,yes,yes,Network Security Engineer
+2,5,5,1,no,no,full stack,database security,excellent,medium,data engineering,system developer,SAaS services,no,Health,Management,hard worker,no,no,Network Security Engineer
+2,5,1,4,yes,yes,python,hacking,poor,medium,Computer Architecture,testing,Web Services,yes,Dictionaries,Technical,hard worker,yes,no,Network Security Engineer
+9,3,4,7,yes,no,r programming,testing,medium,excellent,Computer Architecture,system developer,product development,no,Guide,Management,smart worker,yes,no,Network Security Engineer
+9,1,1,9,yes,no,app development,web technologies,medium,excellent,Software Engineering,cloud computing,Web Services,no,Dictionaries,Technical,smart worker,no,no,Software Developer
+2,5,1,8,no,no,python,data science,medium,medium,cloud computing,security,Service Based,yes,Prayer books,Management,hard worker,no,yes,Software Developer
+4,5,6,1,no,yes,information security,system designing,poor,medium,hacking,testing,product development,yes,Science fiction,Management,hard worker,yes,no,Software Developer
+9,6,4,2,yes,no,machine learning,cloud computing,excellent,poor,Computer Architecture,security,Service Based,no,Autobiographies,Technical,hard worker,no,yes,Software Developer
+7,0,3,1,no,yes,app development,system designing,excellent,excellent,Management,system developer,BPA,yes,Satire,Technical,hard worker,yes,no,Software Developer
+6,5,6,8,yes,no,full stack,game development,poor,excellent,Computer Architecture,system developer,SAaS services,yes,Anthology,Management,smart worker,yes,no,Software Developer
+6,0,3,4,yes,yes,python,database security,excellent,medium,hacking,developer,product development,no,Poetry,Management,smart worker,no,yes,Software Developer
+3,4,5,2,no,no,machine learning,database security,poor,excellent,IOT,system developer,Testing and Maintainance Services,no,Travel,Technical,smart worker,yes,yes,Software Developer
+8,4,1,4,yes,yes,information security,game development,excellent,poor,programming,developer,BPA,yes,Self help,Technical,smart worker,yes,yes,Software Developer
+9,6,6,8,no,no,app development,data science,poor,excellent,parallel computing,cloud computing,BPA,no,Comics,Management,smart worker,yes,no,Software Developer
+4,4,2,1,no,no,app development,web technologies,excellent,poor,networks,testing,Sales and Marketing,yes,Science,Management,smart worker,yes,no,Software Developer
+9,5,5,3,yes,no,machine learning,hacking,excellent,poor,data engineering,developer,SAaS services,yes,Guide,Technical,smart worker,no,yes,Software Developer
+5,0,8,2,no,yes,machine learning,cloud computing,medium,excellent,networks,system developer,Testing and Maintainance Services,yes,Horror,Management,smart worker,yes,yes,Software Developer
+2,6,6,2,yes,yes,information security,hacking,poor,poor,data engineering,testing,Product based,no,Journals,Management,smart worker,no,yes,Software Developer
+8,3,9,3,no,no,r programming,system designing,medium,poor,programming,security,SAaS services,no,Self help,Management,hard worker,yes,yes,Software Developer
+2,2,8,5,yes,yes,machine learning,game development,excellent,medium,cloud computing,developer,BPA,no,Science fiction,Technical,hard worker,no,no,Software Developer
+4,0,1,1,yes,yes,r programming,web technologies,excellent,excellent,programming,testing,Cloud Services,yes,Travel,Management,smart worker,yes,yes,Software Developer
+1,1,8,8,yes,yes,hadoop,testing,excellent,medium,parallel computing,Business process analyst,BPA,no,Health,Management,smart worker,no,yes,Software Developer
+7,6,1,9,yes,no,machine learning,system designing,excellent,excellent,Management,Business process analyst,Sales and Marketing,yes,Fantasy,Management,smart worker,no,no,Software Developer
+7,1,7,4,yes,yes,full stack,game development,poor,poor,hacking,security,Sales and Marketing,yes,Fantasy,Management,hard worker,yes,yes,Software Developer
+1,5,8,1,yes,no,r programming,testing,poor,poor,Management,system developer,Web Services,yes,Series,Management,hard worker,yes,yes,Software Developer
+7,4,2,8,no,yes,distro making,hacking,medium,medium,Computer Architecture,security,Service Based,no,Math,Management,hard worker,yes,yes,Software Developer
+8,4,4,2,no,yes,shell programming,testing,excellent,medium,networks,Business process analyst,Sales and Marketing,no,Poetry,Management,smart worker,yes,yes,Software Developer
+4,4,6,6,yes,no,information security,hacking,medium,excellent,networks,Business process analyst,Sales and Marketing,no,Guide,Management,smart worker,no,yes,Software Developer
+8,2,2,4,no,yes,shell programming,system designing,poor,medium,Management,security,BPA,no,Romance,Technical,smart worker,yes,yes,Software Developer
+9,6,9,3,yes,no,r programming,web technologies,poor,excellent,parallel computing,cloud computing,Sales and Marketing,no,Guide,Management,smart worker,yes,yes,Software Developer
+3,0,6,6,yes,yes,hadoop,data science,poor,poor,Software Engineering,developer,Finance,yes,Guide,Technical,smart worker,no,yes,Software Developer
+1,1,1,2,yes,yes,hadoop,testing,medium,medium,Management,security,Testing and Maintainance Services,no,Childrens,Management,hard worker,yes,no,Software Developer
+5,2,4,6,no,no,r programming,data science,medium,excellent,networks,Business process analyst,Product based,no,Biographies,Technical,hard worker,yes,yes,Software Developer
+3,3,9,4,no,no,python,system designing,poor,poor,data engineering,testing,BPA,yes,Fantasy,Technical,hard worker,yes,no,Software Developer
+6,4,8,2,no,yes,information security,game development,medium,poor,networks,testing,Cloud Services,no,Satire,Management,smart worker,yes,yes,Software Developer
+6,0,3,8,no,no,machine learning,system designing,poor,medium,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Childrens,Management,smart worker,yes,yes,Software Developer
+8,0,6,4,yes,no,shell programming,web technologies,poor,poor,networks,cloud computing,product development,yes,Mystery,Management,hard worker,no,yes,Software Developer
+5,1,2,6,yes,no,distro making,cloud computing,excellent,excellent,hacking,security,product development,no,Science,Technical,hard worker,yes,no,Software Developer
+3,5,2,6,no,yes,r programming,system designing,medium,poor,data engineering,security,product development,no,Math,Management,smart worker,yes,yes,Software Developer
+1,1,6,2,no,yes,r programming,web technologies,medium,medium,Computer Architecture,testing,SAaS services,no,Fantasy,Management,hard worker,yes,no,Software Developer
+4,4,5,4,no,yes,information security,database security,poor,excellent,Software Engineering,testing,Service Based,yes,Comics,Management,hard worker,yes,yes,Software Developer
+9,4,1,3,no,no,information security,system designing,medium,poor,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Drama,Management,hard worker,no,no,Software Developer
+6,0,4,6,yes,yes,app development,testing,medium,medium,IOT,Business process analyst,Service Based,no,Travel,Technical,smart worker,no,no,Software Developer
+4,6,6,4,no,yes,full stack,cloud computing,medium,poor,Computer Architecture,security,Testing and Maintainance Services,no,Science,Technical,hard worker,no,yes,Software Developer
+4,0,3,7,no,yes,python,web technologies,poor,excellent,networks,cloud computing,Cloud Services,no,Guide,Technical,smart worker,no,no,Software Developer
+9,6,2,2,yes,yes,full stack,game development,excellent,poor,programming,testing,BPA,yes,Journals,Management,smart worker,yes,yes,Software Developer
+1,2,6,9,no,no,distro making,hacking,excellent,excellent,IOT,cloud computing,Finance,no,History,Technical,hard worker,yes,no,Software Developer
+3,5,5,4,no,yes,python,hacking,excellent,medium,networks,developer,Web Services,yes,Poetry,Management,hard worker,yes,no,Software Developer
+5,3,1,9,no,no,shell programming,data science,poor,poor,data engineering,Business process analyst,BPA,yes,Guide,Management,hard worker,yes,no,Software Developer
+7,6,1,8,no,no,shell programming,web technologies,medium,excellent,data engineering,developer,BPA,no,Encyclopedias,Management,hard worker,yes,no,Software Developer
+6,4,8,9,yes,no,app development,database security,excellent,excellent,Computer Architecture,security,Testing and Maintainance Services,no,Horror,Technical,hard worker,yes,yes,Software Developer
+7,4,3,7,no,no,shell programming,testing,poor,excellent,data engineering,Business process analyst,Sales and Marketing,yes,Romance,Technical,hard worker,no,yes,Software Developer
+1,4,3,4,yes,yes,r programming,game development,poor,excellent,Management,cloud computing,Web Services,yes,Health,Technical,hard worker,no,yes,Software Developer
+5,4,9,3,no,yes,machine learning,game development,excellent,poor,Management,cloud computing,Product based,no,Science,Management,hard worker,no,yes,Software Developer
+4,2,9,6,yes,yes,information security,testing,medium,medium,Management,developer,Testing and Maintainance Services,yes,Romance,Technical,hard worker,yes,no,Software Developer
+8,2,7,2,no,yes,information security,testing,poor,medium,Management,testing,Cloud Services,no,Self help,Management,smart worker,no,no,Software Developer
+1,3,5,2,yes,no,app development,web technologies,medium,poor,parallel computing,testing,Finance,no,Anthology,Management,smart worker,no,no,Software Developer
+6,2,7,4,no,no,information security,hacking,medium,poor,IOT,security,BPA,yes,Series,Technical,hard worker,yes,yes,Software Developer
+5,3,5,9,yes,no,machine learning,database security,excellent,excellent,IOT,security,SAaS services,yes,Prayer books,Management,hard worker,no,yes,Software Developer
+4,0,4,3,yes,yes,python,game development,excellent,medium,cloud computing,Business process analyst,Sales and Marketing,no,Trilogy,Technical,smart worker,yes,yes,Software Developer
+4,3,2,9,yes,no,machine learning,game development,poor,medium,parallel computing,system developer,Web Services,no,Trilogy,Technical,smart worker,yes,yes,Software Developer
+9,0,9,1,no,no,python,cloud computing,excellent,medium,parallel computing,security,Service Based,no,Science,Management,hard worker,yes,yes,Software Developer
+1,2,6,6,yes,no,information security,game development,excellent,medium,networks,cloud computing,SAaS services,yes,Satire,Management,hard worker,yes,yes,Software Developer
+2,1,6,6,yes,yes,app development,database security,poor,excellent,programming,security,Finance,no,Poetry,Management,hard worker,yes,yes,Software Developer
+1,6,6,6,yes,yes,distro making,database security,medium,poor,hacking,testing,Testing and Maintainance Services,no,Horror,Management,hard worker,no,no,Software Developer
+5,3,2,3,no,no,information security,game development,excellent,excellent,programming,security,Testing and Maintainance Services,yes,Horror,Management,smart worker,no,no,Software Developer
+7,3,9,7,yes,yes,app development,system designing,excellent,medium,Software Engineering,system developer,Cloud Services,yes,Autobiographies,Technical,hard worker,no,yes,Software Developer
+7,6,7,1,yes,yes,information security,web technologies,poor,poor,hacking,developer,Product based,no,Art,Management,hard worker,no,yes,Software Developer
+5,3,7,1,yes,yes,information security,testing,medium,poor,data engineering,system developer,Sales and Marketing,yes,Horror,Technical,smart worker,no,no,Software Developer
+9,1,3,8,yes,no,python,web technologies,medium,excellent,parallel computing,security,Web Services,no,Guide,Technical,hard worker,yes,yes,Software Developer
+7,5,1,1,yes,yes,shell programming,web technologies,poor,medium,programming,security,Web Services,yes,Action and Adventure,Technical,hard worker,yes,no,Software Developer
+9,0,9,8,no,yes,python,hacking,excellent,medium,networks,security,Product based,no,Trilogy,Management,smart worker,yes,no,Software Developer
+2,3,4,4,no,yes,machine learning,cloud computing,poor,poor,networks,Business process analyst,SAaS services,yes,Fantasy,Management,hard worker,no,yes,Software Developer
+7,1,9,2,yes,no,shell programming,testing,poor,poor,programming,system developer,Product based,no,Science,Management,smart worker,no,no,Software Developer
+9,3,3,7,no,yes,information security,system designing,medium,medium,networks,security,Sales and Marketing,no,Encyclopedias,Management,hard worker,yes,yes,Software Developer
+3,2,3,8,no,no,shell programming,cloud computing,excellent,medium,Computer Architecture,developer,Web Services,no,Satire,Management,smart worker,yes,yes,Software Developer
+9,2,9,3,yes,yes,python,testing,poor,excellent,networks,system developer,product development,no,Horror,Management,smart worker,no,yes,Software Developer
+8,3,9,5,yes,yes,machine learning,web technologies,medium,poor,networks,cloud computing,BPA,yes,Health,Management,smart worker,no,yes,Software Developer
+5,4,9,7,yes,no,app development,game development,medium,medium,Software Engineering,cloud computing,Finance,yes,Autobiographies,Management,hard worker,no,no,Software Developer
+9,2,1,2,yes,no,full stack,data science,medium,excellent,programming,developer,Web Services,no,Anthology,Technical,smart worker,yes,no,Software Developer
+8,1,5,2,yes,no,full stack,web technologies,medium,medium,programming,Business process analyst,SAaS services,no,Anthology,Technical,smart worker,no,no,Software Developer
+5,1,1,1,yes,yes,app development,hacking,excellent,excellent,parallel computing,cloud computing,BPA,yes,Health,Management,smart worker,no,yes,Software Developer
+2,2,3,1,yes,no,r programming,testing,medium,medium,IOT,system developer,SAaS services,no,Cookbooks,Technical,hard worker,yes,yes,Software Developer
+8,5,2,8,yes,yes,information security,system designing,excellent,poor,Management,cloud computing,Service Based,yes,Comics,Technical,smart worker,no,yes,Software Developer
+4,4,6,3,no,yes,python,testing,poor,medium,hacking,cloud computing,Cloud Services,yes,Guide,Technical,smart worker,yes,yes,Software Developer
+4,1,8,1,no,no,shell programming,cloud computing,medium,poor,Software Engineering,security,Cloud Services,yes,Autobiographies,Technical,smart worker,no,no,Software Developer
+2,1,4,3,no,no,distro making,web technologies,medium,medium,Management,developer,Product based,no,Travel,Management,smart worker,no,yes,Software Developer
+7,6,8,1,yes,no,full stack,cloud computing,poor,poor,Software Engineering,developer,Product based,yes,Art,Management,hard worker,no,yes,Software Developer
+1,2,3,7,no,yes,r programming,cloud computing,poor,excellent,Software Engineering,testing,product development,no,Comics,Technical,hard worker,yes,no,Software Developer
+2,0,9,5,yes,yes,hadoop,data science,excellent,medium,parallel computing,system developer,BPA,yes,Self help,Technical,smart worker,yes,yes,Software Developer
+1,1,4,7,yes,yes,python,hacking,medium,poor,cloud computing,testing,Service Based,no,Cookbooks,Management,smart worker,yes,yes,Software Developer
+7,3,7,3,no,yes,python,system designing,poor,excellent,hacking,developer,Sales and Marketing,no,Dictionaries,Management,smart worker,yes,no,Software Developer
+5,2,1,7,yes,yes,shell programming,data science,excellent,poor,programming,Business process analyst,Testing and Maintainance Services,yes,Health,Technical,smart worker,yes,no,Software Developer
+4,0,1,2,yes,yes,full stack,hacking,medium,poor,data engineering,system developer,product development,no,Cookbooks,Technical,hard worker,yes,yes,Software Developer
+9,3,2,9,no,no,distro making,system designing,poor,excellent,IOT,Business process analyst,Testing and Maintainance Services,yes,Art,Technical,smart worker,no,yes,Software Developer
+4,1,6,6,yes,yes,distro making,hacking,poor,poor,parallel computing,developer,Product based,yes,Autobiographies,Technical,smart worker,yes,yes,Software Developer
+7,3,2,9,no,yes,shell programming,database security,medium,excellent,IOT,security,SAaS services,yes,Dictionaries,Technical,hard worker,yes,yes,Software Developer
+4,0,4,3,no,no,shell programming,cloud computing,medium,medium,IOT,system developer,SAaS services,no,Satire,Technical,smart worker,yes,no,Software Developer
+5,2,2,8,no,no,shell programming,testing,excellent,poor,parallel computing,cloud computing,Finance,yes,Self help,Management,smart worker,no,yes,Software Developer
+5,2,7,9,yes,yes,app development,cloud computing,excellent,medium,Management,developer,Web Services,yes,Diaries,Management,smart worker,yes,no,Software Developer
+2,2,2,6,yes,yes,machine learning,testing,poor,poor,IOT,cloud computing,Cloud Services,no,Childrens,Management,smart worker,no,yes,Software Developer
+1,3,8,3,no,yes,r programming,cloud computing,medium,medium,Computer Architecture,system developer,Web Services,no,Comics,Technical,hard worker,yes,yes,Software Developer
+8,1,7,7,no,no,r programming,web technologies,excellent,medium,Computer Architecture,Business process analyst,product development,no,Autobiographies,Technical,hard worker,no,yes,Software Developer
+2,0,9,7,yes,yes,information security,web technologies,excellent,poor,Computer Architecture,developer,Web Services,yes,Self help,Management,smart worker,yes,no,Software Developer
+5,1,4,9,yes,yes,r programming,testing,poor,excellent,parallel computing,system developer,Web Services,no,Satire,Technical,hard worker,no,no,Software Developer
+3,2,2,9,yes,yes,information security,system designing,excellent,poor,data engineering,testing,product development,yes,Cookbooks,Management,hard worker,no,yes,Software Developer
+8,5,5,3,no,no,r programming,data science,excellent,poor,data engineering,testing,Cloud Services,no,Encyclopedias,Management,smart worker,no,no,Software Developer
+2,1,6,9,yes,no,app development,web technologies,poor,medium,Computer Architecture,testing,Testing and Maintainance Services,yes,Cookbooks,Management,hard worker,no,no,Software Developer
+6,0,4,2,yes,no,shell programming,testing,poor,poor,Software Engineering,Business process analyst,SAaS services,no,Romance,Technical,hard worker,yes,no,Software Developer
+7,1,7,8,yes,no,shell programming,hacking,medium,excellent,Computer Architecture,system developer,Testing and Maintainance Services,no,Anthology,Management,hard worker,no,yes,Software Developer
+2,1,6,4,no,no,hadoop,hacking,poor,poor,Management,Business process analyst,Testing and Maintainance Services,yes,Childrens,Management,smart worker,yes,no,Software Developer
+4,1,3,5,no,no,information security,testing,excellent,poor,IOT,system developer,Cloud Services,yes,Religion-Spirituality,Technical,hard worker,yes,no,Software Developer
+9,2,1,1,yes,no,r programming,database security,poor,medium,parallel computing,Business process analyst,Testing and Maintainance Services,yes,Horror,Technical,smart worker,no,yes,Software Developer
+3,0,3,3,no,yes,hadoop,web technologies,poor,excellent,data engineering,developer,Sales and Marketing,no,Series,Management,smart worker,no,no,Software Developer
+9,1,2,1,no,yes,distro making,cloud computing,medium,medium,networks,developer,Sales and Marketing,yes,Health,Management,hard worker,no,no,Software Developer
+8,6,3,7,yes,no,r programming,database security,excellent,medium,cloud computing,Business process analyst,Web Services,no,Trilogy,Technical,smart worker,no,no,Software Developer
+2,3,9,7,yes,no,full stack,data science,poor,medium,cloud computing,cloud computing,SAaS services,no,Dictionaries,Management,hard worker,yes,yes,Software Developer
+3,6,5,3,yes,no,shell programming,database security,poor,medium,parallel computing,cloud computing,Service Based,yes,Biographies,Management,hard worker,yes,no,Software Developer
+8,1,9,5,yes,yes,hadoop,hacking,poor,poor,networks,Business process analyst,Cloud Services,no,Guide,Management,smart worker,no,yes,Software Developer
+8,5,6,9,no,yes,hadoop,game development,poor,medium,hacking,Business process analyst,Web Services,yes,Biographies,Management,smart worker,no,no,Software Developer
+8,2,7,4,yes,yes,python,hacking,poor,medium,hacking,Business process analyst,Finance,yes,Guide,Management,smart worker,no,yes,Software Developer
+4,6,3,1,no,yes,r programming,database security,excellent,medium,hacking,testing,Testing and Maintainance Services,no,Prayer books,Technical,smart worker,no,no,Software Developer
+3,1,7,2,no,yes,app development,web technologies,medium,medium,Management,security,Testing and Maintainance Services,yes,Mystery,Management,smart worker,no,yes,Software Developer
+8,3,3,4,yes,no,information security,database security,poor,excellent,Management,security,Cloud Services,no,Diaries,Technical,smart worker,no,yes,Software Developer
+3,0,9,2,yes,yes,full stack,database security,excellent,excellent,networks,security,Sales and Marketing,no,Dictionaries,Management,smart worker,yes,yes,Software Developer
+9,2,3,6,no,no,shell programming,system designing,poor,excellent,hacking,Business process analyst,Web Services,yes,Poetry,Technical,smart worker,no,no,Software Developer
+2,5,4,4,no,no,python,data science,excellent,excellent,networks,security,Web Services,yes,Encyclopedias,Management,smart worker,yes,yes,Software Developer
+8,1,7,5,yes,yes,hadoop,cloud computing,excellent,medium,hacking,system developer,product development,no,Drama,Management,smart worker,yes,yes,Software Developer
+6,1,1,9,yes,no,app development,database security,poor,poor,cloud computing,developer,Web Services,yes,Romance,Management,hard worker,yes,no,Software Developer
+2,6,2,1,yes,no,python,hacking,excellent,excellent,networks,cloud computing,Cloud Services,yes,Drama,Management,smart worker,yes,no,Software Developer
+4,2,7,2,no,no,r programming,data science,poor,medium,Management,system developer,BPA,no,Drama,Technical,hard worker,yes,no,Software Developer
+2,5,3,4,yes,yes,machine learning,database security,excellent,medium,parallel computing,developer,SAaS services,no,Horror,Management,hard worker,yes,yes,Software Developer
+6,1,6,3,yes,no,full stack,cloud computing,poor,poor,parallel computing,Business process analyst,Cloud Services,no,Poetry,Management,hard worker,yes,yes,Software Developer
+4,2,8,4,no,no,hadoop,system designing,excellent,excellent,Management,testing,Testing and Maintainance Services,yes,Journals,Management,smart worker,yes,yes,Software Developer
+1,3,5,5,no,no,machine learning,hacking,medium,excellent,Management,cloud computing,BPA,yes,Horror,Technical,hard worker,no,no,Software Developer
+6,3,8,9,yes,no,app development,web technologies,poor,excellent,programming,security,Product based,yes,Health,Technical,hard worker,no,yes,Software Developer
+5,0,6,1,no,no,full stack,testing,medium,poor,cloud computing,system developer,Cloud Services,no,Math,Technical,hard worker,yes,no,Software Developer
+6,2,1,2,yes,no,hadoop,system designing,poor,excellent,cloud computing,cloud computing,product development,no,Guide,Management,smart worker,yes,yes,Software Developer
+3,3,4,4,yes,no,information security,system designing,excellent,medium,networks,security,SAaS services,yes,Series,Technical,hard worker,no,yes,Software Developer
+5,0,3,7,yes,no,r programming,testing,medium,excellent,hacking,security,Service Based,yes,Guide,Technical,hard worker,no,no,Software Developer
+2,1,7,2,no,no,r programming,system designing,excellent,poor,hacking,developer,BPA,no,Poetry,Technical,hard worker,no,no,Software Developer
+5,4,2,6,no,yes,information security,cloud computing,medium,medium,Management,cloud computing,product development,yes,Guide,Technical,smart worker,no,yes,Software Developer
+9,2,3,7,no,no,full stack,data science,excellent,medium,IOT,developer,product development,no,Religion-Spirituality,Management,smart worker,no,yes,Software Developer
+1,2,7,8,yes,yes,full stack,cloud computing,excellent,excellent,hacking,system developer,Service Based,no,Dictionaries,Technical,smart worker,yes,yes,Software Developer
+3,6,9,4,yes,yes,r programming,data science,medium,poor,Software Engineering,developer,Web Services,yes,Science,Technical,smart worker,no,no,Software Developer
+6,0,3,3,yes,no,r programming,system designing,excellent,poor,Software Engineering,developer,Product based,no,Satire,Technical,hard worker,no,no,Software Developer
+9,0,6,2,no,no,machine learning,system designing,excellent,excellent,networks,developer,Sales and Marketing,yes,Guide,Management,smart worker,yes,no,Software Developer
+5,0,8,2,no,no,information security,system designing,medium,excellent,Computer Architecture,system developer,Product based,no,Biographies,Technical,hard worker,no,yes,Software Developer
+3,3,5,7,yes,no,information security,database security,poor,medium,data engineering,developer,Sales and Marketing,no,Health,Technical,hard worker,yes,yes,Software Developer
+1,6,5,8,no,no,hadoop,data science,medium,poor,hacking,developer,Web Services,no,Health,Technical,smart worker,no,no,Software Developer
+2,0,6,5,yes,no,distro making,data science,poor,poor,data engineering,testing,Testing and Maintainance Services,no,Series,Management,hard worker,yes,no,Software Developer
+6,3,3,7,no,yes,hadoop,game development,excellent,excellent,Software Engineering,security,Finance,no,Poetry,Technical,smart worker,yes,yes,Software Developer
+3,6,3,7,no,yes,app development,web technologies,poor,poor,Computer Architecture,developer,Testing and Maintainance Services,yes,Comics,Management,hard worker,yes,yes,Software Developer
+4,6,5,7,yes,no,shell programming,web technologies,excellent,poor,cloud computing,developer,Finance,no,Guide,Technical,smart worker,yes,no,Software Developer
+5,5,6,1,no,yes,machine learning,web technologies,medium,excellent,cloud computing,Business process analyst,SAaS services,yes,Anthology,Technical,hard worker,yes,yes,Software Developer
+7,6,6,2,yes,yes,python,testing,poor,poor,Computer Architecture,testing,Web Services,yes,Guide,Technical,smart worker,no,no,Software Developer
+2,3,9,3,yes,no,shell programming,database security,poor,excellent,Computer Architecture,security,Testing and Maintainance Services,yes,Journals,Management,hard worker,no,yes,Software Developer
+6,0,5,8,no,no,machine learning,web technologies,medium,medium,networks,Business process analyst,Cloud Services,yes,Horror,Technical,smart worker,yes,no,Software Developer
+9,0,6,9,no,no,r programming,game development,poor,poor,Computer Architecture,system developer,SAaS services,no,History,Technical,smart worker,yes,yes,Software Developer
+1,5,3,5,yes,yes,distro making,hacking,excellent,poor,hacking,testing,Sales and Marketing,no,Drama,Technical,smart worker,no,yes,Software Developer
+2,5,8,1,yes,no,full stack,testing,medium,poor,programming,security,Finance,yes,Trilogy,Technical,hard worker,no,yes,Software Developer
+2,3,5,9,no,yes,app development,game development,poor,medium,Management,system developer,product development,no,Guide,Technical,hard worker,yes,yes,Software Developer
+4,2,8,4,yes,no,information security,database security,poor,poor,Computer Architecture,security,Testing and Maintainance Services,no,History,Technical,hard worker,no,yes,Software Developer
+1,3,9,4,yes,yes,r programming,database security,medium,medium,programming,Business process analyst,Cloud Services,no,Biographies,Technical,smart worker,yes,yes,Software Developer
+8,4,5,3,no,yes,shell programming,game development,medium,medium,Management,developer,Finance,no,Journals,Management,hard worker,no,no,Software Developer
+9,3,2,5,no,yes,hadoop,system designing,excellent,poor,Computer Architecture,system developer,Testing and Maintainance Services,yes,Drama,Management,smart worker,no,yes,Software Developer
+6,3,3,2,no,no,app development,system designing,medium,medium,Computer Architecture,cloud computing,Finance,no,Travel,Management,hard worker,yes,yes,Software Developer
+2,4,2,9,yes,yes,distro making,system designing,medium,excellent,Computer Architecture,testing,Cloud Services,yes,Diaries,Technical,smart worker,no,yes,Software Developer
+7,3,1,4,no,no,hadoop,cloud computing,excellent,medium,Software Engineering,Business process analyst,product development,no,Self help,Management,hard worker,yes,yes,Software Developer
+9,5,5,2,no,no,r programming,system designing,excellent,excellent,programming,system developer,Web Services,yes,Self help,Technical,smart worker,yes,yes,Software Developer
+3,1,1,2,no,no,information security,web technologies,poor,poor,IOT,security,Product based,yes,Trilogy,Technical,hard worker,no,no,Software Developer
+7,0,9,9,yes,no,machine learning,system designing,poor,medium,Software Engineering,cloud computing,Cloud Services,yes,Self help,Technical,smart worker,no,no,Software Developer
+3,0,8,9,no,no,machine learning,cloud computing,medium,medium,programming,testing,SAaS services,no,Mystery,Technical,hard worker,no,yes,Software Developer
+6,6,9,9,yes,no,shell programming,testing,excellent,excellent,parallel computing,cloud computing,Web Services,no,Health,Technical,hard worker,yes,no,Software Developer
+3,6,9,9,yes,yes,full stack,system designing,medium,excellent,Management,security,Testing and Maintainance Services,yes,Satire,Management,smart worker,no,no,Software Developer
+7,0,7,9,yes,yes,machine learning,data science,poor,poor,IOT,system developer,BPA,no,Health,Technical,smart worker,no,yes,Software Developer
+2,0,4,4,yes,yes,python,game development,medium,excellent,networks,cloud computing,Web Services,yes,Dictionaries,Technical,hard worker,no,no,Software Developer
+8,3,9,1,yes,yes,hadoop,system designing,poor,poor,parallel computing,system developer,Finance,yes,Autobiographies,Technical,smart worker,yes,yes,Software Developer
+3,4,5,3,yes,no,full stack,hacking,poor,medium,data engineering,testing,Web Services,yes,Math,Technical,smart worker,yes,no,Software Developer
+7,3,8,4,yes,yes,information security,system designing,poor,medium,Management,security,Service Based,no,Travel,Technical,hard worker,yes,no,Software Developer
+8,3,3,6,yes,no,distro making,database security,poor,poor,Management,developer,Product based,yes,Childrens,Technical,hard worker,yes,yes,Software Developer
+3,4,2,8,no,no,information security,game development,excellent,medium,IOT,cloud computing,Testing and Maintainance Services,yes,Self help,Technical,hard worker,yes,no,Software Developer
+2,5,4,2,no,yes,full stack,hacking,excellent,medium,data engineering,system developer,Service Based,yes,Childrens,Management,smart worker,no,no,Software Developer
+9,5,8,4,yes,no,machine learning,testing,medium,poor,Software Engineering,developer,product development,no,Health,Management,smart worker,no,no,Software Developer
+5,6,2,6,no,yes,r programming,game development,poor,medium,Management,cloud computing,SAaS services,no,Prayer books,Management,smart worker,yes,yes,Software Developer
+2,0,3,5,yes,yes,information security,game development,medium,poor,Software Engineering,security,Web Services,yes,Anthology,Technical,smart worker,yes,yes,Software Developer
+9,5,7,4,no,no,python,web technologies,excellent,excellent,cloud computing,cloud computing,Testing and Maintainance Services,no,Art,Management,hard worker,yes,yes,Software Developer
+7,2,6,8,yes,yes,app development,system designing,excellent,excellent,programming,system developer,Sales and Marketing,no,Health,Management,hard worker,yes,no,Software Developer
+1,4,2,7,yes,no,distro making,cloud computing,poor,poor,Computer Architecture,developer,Service Based,yes,Self help,Technical,smart worker,yes,yes,Software Developer
+7,1,3,7,no,no,r programming,database security,poor,medium,IOT,developer,Web Services,yes,Cookbooks,Technical,smart worker,no,no,Software Developer
+7,2,9,5,no,no,full stack,system designing,poor,excellent,Computer Architecture,developer,Product based,no,Dictionaries,Technical,smart worker,yes,no,Software Developer
+3,5,3,7,yes,no,shell programming,testing,medium,poor,Management,developer,BPA,yes,Autobiographies,Technical,smart worker,no,no,Software Developer
+1,4,1,2,no,no,machine learning,data science,excellent,medium,hacking,cloud computing,Service Based,no,Horror,Management,hard worker,no,no,Software Developer
+6,3,9,4,no,no,python,system designing,medium,medium,data engineering,Business process analyst,Finance,no,Math,Management,hard worker,no,yes,Software Developer
+9,5,7,3,no,yes,distro making,database security,medium,excellent,data engineering,testing,Finance,no,Poetry,Technical,hard worker,no,no,Software Developer
+6,3,6,6,no,no,app development,game development,excellent,medium,networks,developer,SAaS services,no,Math,Management,smart worker,yes,no,Software Developer
+3,0,2,1,no,yes,shell programming,game development,poor,medium,parallel computing,developer,product development,no,Cookbooks,Management,hard worker,no,yes,Software Developer
+2,1,8,4,no,no,app development,game development,excellent,medium,Computer Architecture,system developer,product development,yes,Childrens,Management,hard worker,yes,yes,Software Developer
+7,3,5,6,no,no,app development,game development,medium,medium,Software Engineering,system developer,BPA,no,Prayer books,Management,hard worker,no,yes,Software Developer
+5,6,7,8,yes,yes,information security,game development,poor,excellent,parallel computing,developer,Finance,yes,Self help,Technical,smart worker,yes,yes,Software Developer
+1,3,5,1,yes,no,full stack,system designing,excellent,medium,cloud computing,security,Testing and Maintainance Services,yes,Autobiographies,Technical,smart worker,no,no,Software Developer
+9,0,1,8,no,yes,distro making,system designing,medium,poor,Management,testing,Cloud Services,no,Childrens,Management,smart worker,no,yes,Software Developer
+3,0,3,4,no,no,full stack,cloud computing,poor,medium,programming,Business process analyst,Testing and Maintainance Services,yes,Childrens,Management,smart worker,no,yes,Software Developer
+3,2,4,7,yes,no,distro making,web technologies,excellent,medium,Software Engineering,security,Cloud Services,yes,Science,Technical,hard worker,yes,yes,Software Developer
+1,5,4,4,no,no,machine learning,web technologies,excellent,excellent,networks,system developer,SAaS services,no,Science,Technical,smart worker,yes,no,Software Developer
+3,5,7,4,no,no,hadoop,cloud computing,excellent,medium,programming,system developer,Cloud Services,no,Comics,Technical,hard worker,yes,yes,Software Developer
+3,2,7,4,yes,no,machine learning,data science,poor,poor,programming,security,SAaS services,yes,History,Technical,hard worker,yes,no,Software Developer
+6,3,1,8,no,no,distro making,game development,poor,excellent,programming,security,Web Services,no,Trilogy,Management,smart worker,no,no,Software Developer
+2,5,6,4,yes,yes,r programming,cloud computing,excellent,poor,cloud computing,testing,BPA,yes,Math,Management,smart worker,yes,yes,Software Developer
+2,1,8,4,no,yes,app development,web technologies,poor,excellent,cloud computing,security,Service Based,yes,History,Technical,smart worker,no,yes,Software Developer
+1,1,4,6,no,yes,distro making,game development,excellent,medium,Computer Architecture,system developer,product development,yes,Guide,Technical,hard worker,no,yes,Software Developer
+3,4,7,1,yes,yes,python,game development,medium,excellent,networks,Business process analyst,Finance,yes,Trilogy,Technical,smart worker,no,no,Software Developer
+3,4,4,9,yes,no,hadoop,data science,medium,medium,programming,cloud computing,BPA,yes,Math,Technical,smart worker,yes,no,Software Developer
+5,2,7,1,no,yes,distro making,game development,excellent,medium,hacking,security,Sales and Marketing,no,Action and Adventure,Management,hard worker,no,no,Software Developer
+8,0,4,4,yes,yes,distro making,game development,poor,excellent,Software Engineering,testing,Product based,yes,Guide,Technical,smart worker,yes,no,Software Developer
+4,1,7,9,no,no,information security,game development,excellent,poor,IOT,testing,Cloud Services,yes,Health,Management,smart worker,yes,yes,Software Developer
+8,1,5,8,yes,no,full stack,testing,excellent,excellent,networks,cloud computing,Finance,no,Horror,Management,hard worker,no,yes,Software Developer
+3,5,3,3,yes,yes,r programming,cloud computing,poor,poor,Software Engineering,security,Testing and Maintainance Services,no,Diaries,Technical,smart worker,no,yes,Software Developer
+6,6,2,4,yes,no,distro making,data science,poor,medium,Software Engineering,system developer,Testing and Maintainance Services,yes,Guide,Technical,hard worker,no,no,Software Developer
+3,3,7,4,no,no,full stack,hacking,poor,poor,programming,Business process analyst,Cloud Services,yes,Drama,Technical,smart worker,yes,yes,Software Developer
+9,5,9,5,yes,no,python,web technologies,poor,poor,networks,security,Web Services,yes,Horror,Technical,smart worker,yes,no,Software Developer
+7,2,1,2,yes,no,r programming,web technologies,medium,excellent,parallel computing,security,Testing and Maintainance Services,yes,Health,Management,hard worker,yes,yes,Software Developer
+1,4,3,7,no,yes,shell programming,cloud computing,excellent,excellent,data engineering,Business process analyst,Product based,yes,Journals,Technical,smart worker,no,no,Software Developer
+3,1,7,6,yes,no,full stack,hacking,poor,excellent,Software Engineering,testing,Testing and Maintainance Services,yes,Childrens,Technical,hard worker,no,yes,Software Developer
+5,0,4,4,no,yes,information security,cloud computing,medium,poor,IOT,developer,Product based,yes,Science,Management,hard worker,yes,yes,Software Developer
+7,2,1,2,yes,no,hadoop,web technologies,medium,medium,Software Engineering,system developer,Product based,no,Drama,Management,hard worker,yes,no,Software Developer
+7,3,1,6,yes,yes,full stack,system designing,medium,poor,IOT,developer,product development,no,Guide,Technical,hard worker,yes,yes,Software Developer
+2,1,4,1,no,no,machine learning,database security,medium,poor,data engineering,developer,Product based,yes,Religion-Spirituality,Technical,hard worker,no,yes,Software Developer
+6,1,1,3,yes,yes,machine learning,data science,poor,excellent,IOT,cloud computing,Sales and Marketing,no,Dictionaries,Management,smart worker,no,yes,Software Developer
+8,5,4,6,no,no,machine learning,game development,excellent,excellent,programming,security,SAaS services,yes,Self help,Management,hard worker,no,no,Software Developer
+9,5,7,5,no,no,information security,web technologies,excellent,poor,hacking,security,product development,yes,Satire,Technical,smart worker,yes,no,Software Developer
+9,2,8,9,yes,yes,full stack,cloud computing,medium,poor,programming,security,Testing and Maintainance Services,yes,Cookbooks,Management,smart worker,no,yes,Software Developer
+1,6,6,1,no,yes,hadoop,cloud computing,excellent,excellent,Software Engineering,security,BPA,yes,Prayer books,Technical,hard worker,no,yes,Software Developer
+3,0,2,3,yes,no,machine learning,hacking,excellent,medium,IOT,testing,BPA,yes,Religion-Spirituality,Management,hard worker,no,no,Software Developer
+2,5,2,6,yes,yes,full stack,cloud computing,poor,excellent,Software Engineering,Business process analyst,SAaS services,no,Art,Management,smart worker,yes,no,Software Developer
+2,5,4,6,yes,yes,hadoop,cloud computing,medium,poor,programming,system developer,SAaS services,yes,Self help,Technical,smart worker,yes,no,Software Developer
+6,2,6,3,no,yes,shell programming,web technologies,poor,poor,networks,security,Testing and Maintainance Services,no,Prayer books,Management,smart worker,no,yes,Software Developer
+6,2,7,7,no,no,r programming,hacking,medium,poor,IOT,Business process analyst,product development,no,Journals,Technical,hard worker,no,no,Software Developer
+3,3,3,7,no,no,full stack,web technologies,medium,excellent,Management,system developer,Service Based,yes,Cookbooks,Management,smart worker,no,no,Software Developer
+3,3,1,2,no,yes,hadoop,web technologies,poor,medium,networks,system developer,SAaS services,no,Prayer books,Management,hard worker,no,yes,Software Developer
+7,3,8,7,yes,no,shell programming,hacking,excellent,excellent,IOT,cloud computing,Finance,yes,Diaries,Technical,hard worker,yes,yes,Software Developer
+1,1,6,7,yes,no,distro making,hacking,medium,poor,data engineering,testing,SAaS services,yes,Journals,Technical,smart worker,yes,yes,Software Developer
+4,1,8,5,no,yes,python,cloud computing,poor,poor,programming,system developer,SAaS services,yes,Prayer books,Technical,smart worker,yes,no,Software Developer
+1,6,2,6,yes,no,python,game development,poor,poor,Management,developer,Product based,yes,Art,Management,hard worker,yes,yes,Software Developer
+8,1,5,8,no,yes,python,database security,excellent,excellent,hacking,testing,Service Based,yes,History,Technical,hard worker,no,no,Software Developer
+5,3,7,5,yes,yes,app development,database security,excellent,poor,data engineering,security,Web Services,yes,Art,Management,smart worker,yes,no,Software Developer
+2,1,3,2,yes,yes,distro making,database security,medium,poor,networks,testing,Web Services,yes,Religion-Spirituality,Management,smart worker,no,no,Software Developer
+9,6,5,8,yes,yes,app development,hacking,medium,poor,parallel computing,developer,Finance,yes,Self help,Technical,smart worker,yes,no,Software Developer
+3,3,1,2,yes,no,python,system designing,excellent,medium,Software Engineering,cloud computing,Testing and Maintainance Services,no,Poetry,Management,smart worker,no,no,Software Developer
+4,1,7,7,no,yes,machine learning,hacking,excellent,medium,hacking,testing,product development,yes,Action and Adventure,Management,smart worker,no,yes,Software Developer
+5,0,8,4,yes,yes,shell programming,testing,medium,medium,Computer Architecture,Business process analyst,Cloud Services,no,Satire,Technical,hard worker,no,no,Software Developer
+9,2,2,2,yes,yes,machine learning,data science,excellent,poor,networks,testing,Product based,yes,Diaries,Management,hard worker,yes,yes,Software Developer
+7,6,7,8,no,no,shell programming,hacking,excellent,medium,Software Engineering,cloud computing,Testing and Maintainance Services,no,Romance,Management,smart worker,no,yes,Software Developer
+8,3,2,7,yes,yes,shell programming,system designing,excellent,medium,hacking,system developer,product development,yes,Guide,Technical,hard worker,yes,yes,Software Developer
+5,1,8,6,no,no,app development,database security,poor,medium,parallel computing,Business process analyst,Finance,no,Comics,Management,hard worker,no,yes,Software Developer
+9,5,2,4,yes,no,machine learning,cloud computing,medium,medium,cloud computing,security,Sales and Marketing,no,Action and Adventure,Management,hard worker,yes,yes,Software Developer
+5,4,6,6,yes,yes,distro making,game development,poor,excellent,networks,Business process analyst,Finance,yes,Art,Technical,hard worker,yes,no,Software Developer
+7,0,9,1,no,yes,r programming,system designing,poor,poor,parallel computing,system developer,Web Services,yes,Mystery,Technical,hard worker,no,no,Software Developer
+4,6,3,3,no,yes,full stack,testing,medium,excellent,data engineering,Business process analyst,BPA,yes,Dictionaries,Management,hard worker,yes,yes,Software Developer
+3,1,7,7,no,no,information security,web technologies,excellent,excellent,cloud computing,testing,Cloud Services,yes,Journals,Management,hard worker,no,yes,Software Developer
+2,6,6,5,yes,yes,full stack,hacking,medium,excellent,IOT,system developer,Finance,no,Science,Technical,smart worker,no,yes,Software Developer
+1,4,2,1,yes,no,distro making,game development,poor,medium,cloud computing,testing,Testing and Maintainance Services,yes,Encyclopedias,Technical,smart worker,no,yes,Software Developer
+3,4,6,5,yes,no,information security,system designing,excellent,poor,hacking,system developer,Service Based,no,Biographies,Technical,hard worker,yes,no,Software Developer
+9,6,1,4,no,no,r programming,data science,medium,poor,Management,system developer,Finance,no,Fantasy,Technical,hard worker,no,yes,Software Developer
+8,0,7,8,no,yes,python,hacking,excellent,medium,parallel computing,testing,SAaS services,yes,Biographies,Technical,smart worker,yes,no,Software Developer
+9,3,4,7,yes,yes,machine learning,system designing,excellent,excellent,Management,cloud computing,Finance,no,Autobiographies,Technical,smart worker,yes,yes,Software Developer
+7,6,4,7,yes,no,shell programming,game development,poor,excellent,cloud computing,cloud computing,Cloud Services,no,History,Management,hard worker,no,yes,Software Developer
+7,5,9,2,no,no,distro making,game development,medium,poor,Management,developer,Testing and Maintainance Services,yes,Dictionaries,Management,hard worker,no,no,Software Developer
+6,2,4,3,yes,no,machine learning,game development,medium,excellent,Computer Architecture,cloud computing,Finance,yes,Math,Management,hard worker,yes,no,Software Developer
+5,3,6,4,no,no,machine learning,cloud computing,poor,medium,hacking,security,BPA,yes,Mystery,Technical,hard worker,yes,no,Software Developer
+7,1,4,6,no,no,full stack,database security,excellent,excellent,Software Engineering,system developer,SAaS services,yes,Prayer books,Management,hard worker,no,yes,Software Developer
+6,3,4,5,yes,no,full stack,hacking,excellent,medium,Software Engineering,cloud computing,Service Based,yes,Series,Management,smart worker,no,no,Software Developer
+3,2,7,8,no,no,full stack,web technologies,poor,excellent,hacking,security,Testing and Maintainance Services,no,Dictionaries,Management,hard worker,yes,yes,Software Developer
+1,2,9,1,yes,yes,python,cloud computing,medium,medium,parallel computing,system developer,Service Based,yes,Biographies,Management,hard worker,yes,no,Software Developer
+9,1,5,7,no,no,hadoop,web technologies,excellent,excellent,Computer Architecture,security,Web Services,no,Horror,Technical,smart worker,yes,no,Software Developer
+5,3,4,8,yes,no,information security,hacking,medium,poor,cloud computing,cloud computing,Testing and Maintainance Services,no,Mystery,Management,smart worker,yes,yes,Software Developer
+6,3,5,6,yes,no,app development,database security,excellent,excellent,networks,testing,Web Services,no,Dictionaries,Technical,smart worker,no,no,Software Developer
+3,1,5,8,no,yes,r programming,data science,medium,poor,Software Engineering,system developer,BPA,no,Religion-Spirituality,Management,smart worker,yes,yes,Software Developer
+8,4,2,6,no,yes,hadoop,system designing,excellent,excellent,parallel computing,developer,Finance,yes,Science,Management,hard worker,yes,yes,Software Developer
+5,0,9,8,no,no,hadoop,hacking,excellent,poor,Management,security,Testing and Maintainance Services,no,Art,Management,hard worker,yes,yes,Software Developer
+7,5,1,8,yes,yes,distro making,data science,poor,medium,data engineering,cloud computing,Testing and Maintainance Services,yes,Science,Management,smart worker,yes,yes,Software Developer
+6,0,7,7,yes,no,full stack,database security,excellent,medium,hacking,testing,Finance,yes,Guide,Management,smart worker,no,no,Software Developer
+7,5,9,7,no,no,machine learning,cloud computing,poor,excellent,IOT,cloud computing,Service Based,yes,Health,Management,hard worker,yes,yes,Software Developer
+7,4,9,9,no,no,hadoop,game development,excellent,excellent,data engineering,cloud computing,Cloud Services,yes,Autobiographies,Technical,smart worker,no,yes,Software Developer
+6,1,9,8,yes,no,machine learning,hacking,medium,excellent,Management,cloud computing,Service Based,yes,Diaries,Technical,hard worker,no,yes,Software Developer
+4,2,1,5,no,no,r programming,testing,poor,poor,programming,security,SAaS services,no,Health,Management,smart worker,no,yes,Software Developer
+4,3,2,2,yes,yes,app development,web technologies,excellent,poor,networks,Business process analyst,product development,no,Satire,Technical,hard worker,yes,no,Software Developer
+7,3,3,8,no,no,hadoop,data science,medium,medium,Computer Architecture,testing,product development,no,Horror,Management,smart worker,no,no,Software Developer
+3,5,4,6,yes,yes,r programming,cloud computing,poor,medium,networks,Business process analyst,Cloud Services,yes,Fantasy,Management,smart worker,yes,yes,Software Developer
+5,0,4,6,yes,yes,app development,data science,poor,poor,programming,security,Product based,yes,Health,Management,hard worker,yes,yes,Software Developer
+3,1,8,5,yes,no,machine learning,system designing,medium,medium,data engineering,cloud computing,product development,yes,Romance,Technical,smart worker,yes,no,Software Developer
+8,5,2,8,no,yes,hadoop,data science,excellent,excellent,networks,testing,Product based,no,Cookbooks,Management,hard worker,yes,no,Software Developer
+8,1,9,8,no,no,distro making,testing,medium,poor,cloud computing,cloud computing,Sales and Marketing,yes,Journals,Technical,smart worker,yes,no,Software Developer
+7,3,9,8,yes,no,hadoop,database security,excellent,poor,Management,Business process analyst,Sales and Marketing,no,Guide,Technical,hard worker,no,yes,Software Developer
+4,5,4,7,yes,yes,information security,database security,medium,poor,Computer Architecture,testing,Product based,no,Autobiographies,Management,smart worker,yes,no,Software Developer
+7,2,9,9,yes,no,app development,cloud computing,poor,excellent,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Prayer books,Technical,hard worker,yes,no,Software Developer
+9,5,5,6,no,yes,full stack,testing,excellent,poor,hacking,developer,SAaS services,no,Self help,Technical,hard worker,yes,no,Software Developer
+3,4,6,3,no,yes,distro making,cloud computing,medium,poor,Management,testing,Web Services,no,Series,Management,smart worker,no,yes,Software Developer
+7,4,2,2,yes,no,r programming,hacking,excellent,poor,cloud computing,developer,product development,no,Drama,Management,hard worker,no,yes,Software Developer
+5,6,3,6,yes,yes,shell programming,cloud computing,medium,excellent,parallel computing,Business process analyst,Sales and Marketing,yes,Horror,Management,hard worker,no,yes,Software Developer
+6,4,6,1,yes,yes,distro making,game development,medium,excellent,IOT,Business process analyst,BPA,yes,Anthology,Technical,hard worker,yes,no,Software Developer
+2,5,3,1,no,no,app development,game development,medium,excellent,Software Engineering,cloud computing,Product based,yes,Math,Technical,smart worker,yes,no,Software Developer
+7,1,9,5,no,yes,information security,hacking,excellent,excellent,cloud computing,security,SAaS services,yes,Mystery,Technical,smart worker,yes,no,Software Developer
+2,0,1,7,no,no,machine learning,system designing,poor,excellent,IOT,developer,Finance,no,Guide,Management,smart worker,yes,yes,Software Developer
+9,0,4,4,no,yes,hadoop,system designing,medium,poor,IOT,system developer,Testing and Maintainance Services,yes,Health,Management,hard worker,yes,no,Software Developer
+7,2,7,5,yes,yes,hadoop,testing,poor,excellent,cloud computing,cloud computing,product development,no,Health,Management,hard worker,yes,yes,Software Developer
+2,1,8,8,yes,no,hadoop,web technologies,excellent,excellent,programming,developer,Service Based,yes,Mystery,Technical,smart worker,yes,yes,Software Developer
+7,2,5,3,no,no,information security,game development,excellent,medium,parallel computing,system developer,Finance,no,Science,Technical,smart worker,yes,yes,Software Developer
+7,4,7,9,yes,yes,distro making,system designing,medium,poor,cloud computing,security,product development,no,Diaries,Management,hard worker,no,no,Software Developer
+9,6,2,8,no,yes,full stack,database security,medium,poor,Computer Architecture,cloud computing,Finance,yes,Diaries,Technical,smart worker,no,yes,Software Developer
+9,3,3,5,yes,no,machine learning,cloud computing,excellent,poor,networks,cloud computing,Service Based,yes,Guide,Technical,hard worker,no,no,Software Developer
+3,2,5,2,no,yes,r programming,hacking,poor,poor,IOT,system developer,Cloud Services,yes,Action and Adventure,Management,smart worker,no,no,Software Developer
+5,6,7,7,yes,yes,information security,hacking,excellent,poor,Software Engineering,Business process analyst,SAaS services,no,Diaries,Technical,hard worker,no,yes,Software Developer
+7,4,8,9,no,yes,machine learning,hacking,medium,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Biographies,Technical,hard worker,no,no,Software Developer
+1,3,8,7,no,yes,shell programming,hacking,poor,excellent,parallel computing,developer,BPA,no,Satire,Technical,hard worker,yes,yes,Software Developer
+1,4,1,2,no,yes,information security,system designing,poor,medium,networks,testing,Finance,yes,Satire,Management,smart worker,no,no,Software Developer
+2,2,6,3,no,yes,python,testing,medium,excellent,parallel computing,testing,Sales and Marketing,no,Autobiographies,Technical,smart worker,no,no,Software Developer
+9,6,1,8,yes,yes,full stack,hacking,poor,poor,parallel computing,Business process analyst,Finance,no,Science fiction,Technical,hard worker,no,no,Software Developer
+2,0,9,4,no,yes,shell programming,web technologies,medium,medium,Computer Architecture,system developer,Service Based,yes,Health,Technical,hard worker,yes,yes,Software Developer
+6,6,8,8,no,no,hadoop,database security,poor,medium,Software Engineering,developer,Sales and Marketing,yes,Satire,Technical,hard worker,no,no,Software Developer
+5,4,8,2,yes,yes,r programming,web technologies,medium,medium,Computer Architecture,system developer,Service Based,yes,Romance,Technical,smart worker,yes,yes,Software Developer
+2,4,1,3,yes,yes,machine learning,web technologies,medium,excellent,programming,testing,Service Based,yes,Romance,Technical,smart worker,no,yes,Software Developer
+3,1,7,5,yes,no,information security,hacking,medium,medium,programming,developer,BPA,yes,Health,Management,hard worker,yes,yes,Software Developer
+7,2,9,3,no,no,r programming,web technologies,poor,excellent,IOT,cloud computing,product development,yes,Health,Management,hard worker,yes,yes,Software Developer
+4,1,1,3,yes,no,r programming,web technologies,medium,poor,parallel computing,developer,Sales and Marketing,yes,Math,Technical,smart worker,no,yes,Software Developer
+6,0,9,3,yes,yes,r programming,testing,medium,poor,Software Engineering,testing,BPA,no,Mystery,Technical,hard worker,no,yes,Software Developer
+7,2,1,1,yes,no,app development,cloud computing,excellent,excellent,programming,cloud computing,product development,no,Biographies,Management,smart worker,yes,yes,Software Developer
+2,4,4,6,no,no,information security,database security,poor,excellent,data engineering,developer,SAaS services,yes,Encyclopedias,Management,smart worker,yes,yes,Software Developer
+1,6,1,1,no,no,distro making,hacking,excellent,medium,cloud computing,security,Sales and Marketing,no,Diaries,Technical,hard worker,yes,no,Software Developer
+7,2,5,9,yes,no,distro making,data science,medium,medium,IOT,testing,product development,yes,Guide,Technical,hard worker,yes,no,Software Developer
+4,3,2,2,yes,no,r programming,cloud computing,poor,poor,programming,system developer,Testing and Maintainance Services,no,Health,Management,hard worker,no,yes,Software Developer
+2,4,4,2,yes,yes,information security,data science,poor,medium,Software Engineering,security,Service Based,no,Poetry,Technical,smart worker,no,yes,Software Developer
+1,4,2,4,no,yes,app development,data science,excellent,excellent,cloud computing,system developer,Testing and Maintainance Services,yes,Horror,Technical,smart worker,yes,yes,Software Developer
+9,5,7,5,yes,yes,machine learning,database security,excellent,poor,programming,Business process analyst,Testing and Maintainance Services,yes,Journals,Technical,hard worker,no,no,Software Developer
+7,1,2,5,no,no,hadoop,hacking,excellent,excellent,data engineering,system developer,Finance,yes,Poetry,Management,hard worker,yes,no,Software Developer
+6,1,1,6,no,no,distro making,web technologies,poor,medium,Software Engineering,system developer,Finance,no,Journals,Management,smart worker,yes,yes,Software Developer
+1,6,1,8,no,yes,hadoop,database security,poor,medium,programming,system developer,Cloud Services,no,Drama,Management,smart worker,yes,yes,Software Developer
+6,3,7,7,yes,no,python,system designing,excellent,medium,data engineering,system developer,product development,no,Art,Technical,smart worker,yes,no,Software Developer
+1,0,6,7,yes,no,app development,cloud computing,medium,excellent,networks,security,Product based,no,Science,Technical,hard worker,yes,no,Software Developer
+7,1,6,7,no,no,hadoop,database security,medium,poor,cloud computing,developer,Service Based,no,Guide,Technical,hard worker,yes,yes,Software Developer
+4,6,4,1,yes,no,r programming,web technologies,excellent,medium,Computer Architecture,testing,Web Services,no,Travel,Technical,hard worker,no,no,Software Developer
+4,4,3,2,yes,no,shell programming,system designing,excellent,medium,programming,security,SAaS services,yes,Series,Management,smart worker,yes,no,Software Developer
+6,5,6,5,no,no,python,cloud computing,excellent,poor,cloud computing,testing,SAaS services,yes,Self help,Management,smart worker,yes,yes,Software Developer
+4,0,7,3,no,yes,shell programming,testing,medium,medium,data engineering,Business process analyst,Sales and Marketing,yes,Drama,Technical,smart worker,yes,no,Software Developer
+8,0,9,9,yes,yes,app development,testing,poor,medium,networks,Business process analyst,BPA,yes,Mystery,Technical,smart worker,yes,no,Software Developer
+9,5,8,9,no,no,shell programming,data science,poor,medium,programming,cloud computing,Product based,no,Encyclopedias,Management,hard worker,yes,no,Software Developer
+5,4,8,2,no,yes,distro making,cloud computing,excellent,poor,Software Engineering,developer,Web Services,no,Drama,Management,smart worker,yes,yes,Software Developer
+8,2,4,6,no,yes,information security,data science,medium,excellent,Management,developer,Cloud Services,yes,Travel,Management,hard worker,no,no,Software Developer
+2,0,5,8,no,yes,machine learning,web technologies,poor,poor,programming,security,Service Based,no,Action and Adventure,Management,smart worker,no,no,Software Developer
+2,1,4,8,yes,yes,shell programming,cloud computing,poor,poor,Computer Architecture,Business process analyst,Cloud Services,no,Autobiographies,Management,hard worker,no,no,Software Developer
+5,2,1,3,yes,yes,app development,game development,poor,excellent,hacking,system developer,Cloud Services,no,Biographies,Management,hard worker,yes,yes,Software Developer
+6,4,7,9,no,yes,app development,data science,poor,excellent,cloud computing,testing,BPA,yes,Childrens,Technical,smart worker,yes,no,Software Developer
+5,3,8,4,no,no,r programming,game development,medium,poor,Management,Business process analyst,SAaS services,no,Prayer books,Technical,smart worker,yes,no,Software Developer
+3,1,8,7,no,no,distro making,testing,excellent,medium,networks,security,Sales and Marketing,yes,Autobiographies,Technical,smart worker,no,yes,Software Developer
+6,1,7,8,no,yes,machine learning,data science,excellent,poor,data engineering,developer,Sales and Marketing,yes,Guide,Technical,hard worker,no,no,Software Developer
+4,3,4,2,yes,no,python,game development,poor,excellent,Software Engineering,security,Product based,no,Prayer books,Management,hard worker,no,yes,Software Developer
+7,1,1,5,yes,no,python,cloud computing,medium,excellent,parallel computing,developer,Product based,yes,History,Management,hard worker,no,yes,Software Developer
+5,3,3,8,yes,no,information security,game development,poor,medium,IOT,security,Product based,yes,Health,Technical,smart worker,no,no,Software Developer
+5,2,8,1,yes,no,r programming,data science,medium,medium,hacking,security,Testing and Maintainance Services,yes,Guide,Technical,smart worker,yes,no,Software Developer
+1,4,6,9,no,no,app development,cloud computing,poor,medium,Management,system developer,Finance,no,Dictionaries,Technical,hard worker,no,no,Software Developer
+9,6,6,8,yes,no,information security,cloud computing,poor,medium,Management,security,Cloud Services,yes,Mystery,Technical,hard worker,no,yes,Software Developer
+4,2,1,9,no,no,full stack,web technologies,medium,excellent,IOT,Business process analyst,Testing and Maintainance Services,yes,Travel,Technical,hard worker,no,no,Software Developer
+6,0,4,9,yes,no,machine learning,cloud computing,excellent,poor,IOT,developer,BPA,yes,Cookbooks,Management,hard worker,yes,yes,Software Developer
+5,3,9,3,no,yes,r programming,game development,poor,medium,programming,cloud computing,Sales and Marketing,no,Diaries,Management,hard worker,no,yes,Software Developer
+1,5,1,6,no,no,distro making,testing,poor,poor,data engineering,developer,Testing and Maintainance Services,no,Guide,Management,hard worker,yes,no,Software Developer
+5,2,8,6,no,yes,hadoop,game development,excellent,excellent,hacking,security,Product based,yes,History,Technical,hard worker,yes,yes,Software Developer
+6,1,5,3,yes,yes,full stack,game development,medium,excellent,hacking,security,Finance,no,Math,Management,smart worker,no,yes,Software Developer
+2,2,8,5,no,yes,python,testing,excellent,poor,IOT,cloud computing,Cloud Services,no,Guide,Management,smart worker,no,no,Software Developer
+4,4,9,8,yes,no,full stack,cloud computing,poor,poor,IOT,developer,SAaS services,no,Cookbooks,Technical,smart worker,no,yes,Software Developer
+1,2,5,2,yes,yes,full stack,cloud computing,poor,poor,IOT,system developer,Web Services,no,Journals,Technical,smart worker,no,yes,Software Developer
+2,4,1,3,yes,no,machine learning,system designing,excellent,excellent,data engineering,developer,Sales and Marketing,yes,Religion-Spirituality,Management,smart worker,yes,yes,Software Developer
+4,2,6,5,no,no,python,system designing,medium,poor,cloud computing,developer,Cloud Services,yes,Trilogy,Technical,smart worker,yes,yes,Software Developer
+1,0,1,9,yes,yes,app development,testing,poor,medium,cloud computing,testing,BPA,no,Cookbooks,Management,smart worker,yes,no,Software Developer
+7,3,4,5,yes,no,full stack,testing,poor,medium,Computer Architecture,system developer,Testing and Maintainance Services,yes,Journals,Management,hard worker,no,no,Software Developer
+8,2,8,5,yes,yes,r programming,web technologies,excellent,poor,Management,testing,Finance,yes,Horror,Technical,hard worker,yes,yes,Software Developer
+4,2,2,9,yes,no,machine learning,game development,excellent,medium,data engineering,developer,Finance,no,Diaries,Technical,hard worker,no,yes,Software Developer
+2,4,1,2,no,no,python,database security,excellent,excellent,IOT,testing,product development,no,Horror,Management,smart worker,yes,yes,Software Developer
+6,0,6,7,no,yes,python,data science,medium,medium,parallel computing,system developer,Product based,no,Math,Technical,smart worker,yes,no,Software Developer
+1,5,8,3,yes,yes,hadoop,hacking,poor,excellent,Computer Architecture,security,Sales and Marketing,no,Self help,Management,smart worker,yes,yes,Software Developer
+2,1,1,4,yes,no,machine learning,hacking,medium,poor,IOT,cloud computing,Cloud Services,yes,Action and Adventure,Technical,smart worker,no,no,Software Developer
+1,5,4,9,no,no,information security,system designing,excellent,poor,cloud computing,developer,Testing and Maintainance Services,no,Biographies,Management,smart worker,yes,no,Software Developer
+5,5,9,3,no,yes,python,hacking,poor,medium,IOT,testing,Testing and Maintainance Services,no,Childrens,Management,hard worker,yes,no,Software Developer
+6,5,6,4,yes,no,distro making,game development,excellent,excellent,Management,Business process analyst,Service Based,no,Horror,Management,hard worker,yes,no,Software Developer
+5,5,8,6,no,no,app development,system designing,medium,poor,data engineering,security,Web Services,yes,Self help,Management,hard worker,no,no,Software Developer
+6,4,3,9,yes,no,app development,web technologies,medium,poor,parallel computing,system developer,Product based,no,Childrens,Management,hard worker,yes,no,Software Developer
+3,2,5,6,no,yes,hadoop,game development,excellent,medium,programming,Business process analyst,SAaS services,yes,Travel,Technical,smart worker,yes,yes,Software Developer
+8,5,5,1,no,no,information security,game development,poor,medium,networks,security,SAaS services,yes,Encyclopedias,Technical,hard worker,no,no,Software Developer
+1,1,5,3,no,yes,shell programming,cloud computing,medium,excellent,Management,testing,Product based,yes,Comics,Management,smart worker,no,no,Software Developer
+4,6,1,7,yes,no,full stack,web technologies,excellent,poor,hacking,cloud computing,Cloud Services,no,Romance,Technical,smart worker,yes,no,Software Developer
+4,3,2,8,no,yes,distro making,testing,medium,excellent,cloud computing,security,Finance,yes,Trilogy,Technical,smart worker,yes,yes,Software Developer
+4,3,4,4,yes,no,distro making,system designing,medium,medium,IOT,developer,Product based,yes,Diaries,Technical,hard worker,yes,no,Software Developer
+3,5,2,6,yes,yes,information security,hacking,excellent,medium,cloud computing,security,Testing and Maintainance Services,no,Prayer books,Management,smart worker,no,no,Software Developer
+3,6,5,2,no,no,python,game development,poor,poor,hacking,testing,Web Services,yes,Series,Technical,hard worker,no,yes,Software Developer
+6,4,5,4,no,yes,python,hacking,excellent,excellent,cloud computing,developer,Cloud Services,no,Cookbooks,Technical,smart worker,no,yes,Software Developer
+5,5,5,3,no,yes,shell programming,web technologies,excellent,poor,Management,cloud computing,Sales and Marketing,yes,Satire,Management,smart worker,no,no,Software Developer
+7,6,4,7,yes,no,distro making,system designing,poor,excellent,networks,security,Testing and Maintainance Services,no,Journals,Technical,smart worker,no,yes,Software Developer
+6,0,1,9,yes,no,app development,hacking,poor,excellent,parallel computing,Business process analyst,product development,yes,Self help,Technical,hard worker,yes,no,Software Developer
+5,2,7,7,no,no,hadoop,testing,medium,poor,hacking,security,Cloud Services,no,Travel,Technical,hard worker,no,yes,Software Developer
+6,3,8,3,yes,no,hadoop,web technologies,excellent,poor,Computer Architecture,security,Web Services,no,Dictionaries,Technical,smart worker,yes,no,Software Developer
+3,1,7,5,yes,yes,app development,hacking,poor,excellent,programming,system developer,Product based,no,Series,Management,smart worker,yes,yes,Software Developer
+7,3,2,9,yes,no,distro making,database security,poor,excellent,cloud computing,cloud computing,product development,no,Fantasy,Management,hard worker,yes,yes,Software Developer
+5,6,8,7,no,no,full stack,system designing,poor,medium,Computer Architecture,system developer,Product based,no,Science fiction,Management,smart worker,yes,yes,Software Developer
+4,4,5,2,yes,no,python,database security,excellent,poor,networks,Business process analyst,Product based,yes,Health,Technical,smart worker,no,yes,Software Developer
+1,6,1,7,yes,yes,python,game development,medium,excellent,parallel computing,system developer,Testing and Maintainance Services,no,Autobiographies,Technical,hard worker,no,yes,Software Developer
+4,2,9,4,no,yes,information security,testing,medium,excellent,IOT,Business process analyst,product development,no,Biographies,Management,hard worker,no,no,Software Developer
+3,1,7,7,yes,yes,information security,system designing,excellent,excellent,programming,system developer,Service Based,no,Autobiographies,Technical,hard worker,no,no,Software Developer
+5,6,2,5,yes,yes,app development,cloud computing,excellent,poor,hacking,system developer,BPA,yes,Science,Management,hard worker,yes,yes,Software Developer
+4,1,7,2,yes,no,app development,data science,poor,excellent,data engineering,system developer,Product based,yes,Self help,Technical,hard worker,yes,yes,Software Developer
+4,5,6,8,yes,yes,distro making,database security,poor,medium,cloud computing,security,Web Services,yes,Self help,Technical,smart worker,no,no,Software Developer
+1,1,7,9,no,no,app development,game development,poor,excellent,IOT,testing,Sales and Marketing,no,Guide,Technical,smart worker,no,no,Software Developer
+7,5,2,6,yes,no,app development,game development,excellent,medium,Computer Architecture,Business process analyst,BPA,yes,Diaries,Technical,hard worker,yes,no,Software Developer
+6,3,4,7,no,yes,app development,testing,excellent,poor,networks,system developer,Web Services,yes,Horror,Technical,hard worker,yes,yes,Software Developer
+1,3,3,9,no,yes,hadoop,game development,medium,poor,networks,security,BPA,no,Guide,Management,hard worker,no,yes,Software Developer
+3,2,6,4,no,no,full stack,database security,poor,poor,Software Engineering,developer,Finance,yes,Horror,Management,hard worker,no,no,Software Developer
+1,6,2,8,no,yes,hadoop,data science,medium,medium,programming,developer,Service Based,no,Action and Adventure,Technical,smart worker,no,no,Software Developer
+1,1,4,3,no,yes,python,hacking,poor,medium,data engineering,developer,Web Services,yes,Diaries,Technical,hard worker,no,no,Software Developer
+9,5,5,2,no,no,information security,web technologies,poor,excellent,data engineering,system developer,Product based,yes,Science,Management,smart worker,no,yes,Software Developer
+5,3,1,3,no,yes,python,game development,excellent,excellent,programming,developer,Service Based,no,Dictionaries,Management,hard worker,no,yes,Software Developer
+9,6,4,5,no,no,information security,web technologies,medium,poor,hacking,system developer,BPA,no,Childrens,Management,hard worker,yes,no,Software Developer
+2,1,5,6,no,yes,full stack,game development,poor,poor,Management,system developer,Testing and Maintainance Services,no,Satire,Technical,hard worker,yes,no,Software Developer
+1,6,9,8,yes,no,app development,testing,poor,excellent,IOT,Business process analyst,product development,yes,Journals,Management,smart worker,no,no,Software Developer
+3,0,3,9,no,no,information security,cloud computing,medium,excellent,data engineering,Business process analyst,Cloud Services,yes,Comics,Technical,smart worker,no,yes,Software Developer
+9,5,7,9,yes,no,machine learning,game development,poor,poor,IOT,testing,Web Services,yes,Journals,Management,hard worker,no,yes,Software Developer
+1,6,9,3,yes,no,python,cloud computing,medium,excellent,Management,developer,product development,yes,Poetry,Technical,hard worker,yes,yes,Software Developer
+4,6,9,8,no,yes,full stack,hacking,medium,excellent,Management,system developer,Product based,no,Fantasy,Technical,hard worker,yes,no,Software Developer
+3,5,2,4,yes,yes,r programming,testing,poor,medium,Computer Architecture,cloud computing,Web Services,yes,Journals,Technical,smart worker,yes,no,Software Developer
+6,2,6,1,yes,yes,r programming,web technologies,excellent,poor,networks,developer,SAaS services,no,Autobiographies,Technical,smart worker,yes,yes,Software Developer
+1,5,2,2,no,yes,distro making,system designing,poor,excellent,cloud computing,testing,Cloud Services,yes,Mystery,Technical,hard worker,yes,yes,Software Developer
+9,1,2,5,no,no,shell programming,game development,medium,poor,IOT,developer,Finance,no,Romance,Management,smart worker,yes,yes,Software Developer
+7,2,4,7,yes,yes,hadoop,data science,excellent,medium,cloud computing,developer,BPA,yes,Romance,Management,hard worker,no,yes,Software Developer
+6,3,8,8,yes,no,distro making,database security,excellent,poor,Computer Architecture,cloud computing,product development,no,Journals,Management,smart worker,yes,no,Software Developer
+4,1,3,4,no,yes,r programming,cloud computing,medium,excellent,Management,testing,product development,yes,Childrens,Technical,hard worker,yes,no,Software Developer
+7,6,5,1,yes,yes,r programming,cloud computing,medium,medium,cloud computing,testing,Product based,no,Action and Adventure,Technical,smart worker,no,yes,Software Developer
+5,5,6,8,no,yes,machine learning,data science,poor,excellent,Computer Architecture,system developer,Sales and Marketing,no,History,Technical,smart worker,yes,no,Software Developer
+7,5,9,9,no,yes,shell programming,data science,medium,medium,networks,security,Testing and Maintainance Services,yes,Dictionaries,Management,hard worker,no,yes,Software Developer
+7,2,5,4,no,no,python,system designing,excellent,poor,IOT,system developer,Cloud Services,no,History,Technical,smart worker,yes,no,Software Developer
+7,0,6,8,no,no,full stack,testing,poor,poor,hacking,security,Finance,yes,Science,Technical,smart worker,no,no,Software Developer
+9,2,9,3,yes,no,shell programming,testing,poor,poor,Computer Architecture,security,Cloud Services,no,Mystery,Management,smart worker,no,yes,Software Developer
+7,2,2,8,no,yes,shell programming,game development,medium,medium,data engineering,Business process analyst,BPA,yes,Childrens,Technical,smart worker,yes,no,Software Developer
+9,6,2,6,no,yes,machine learning,hacking,medium,medium,Management,testing,Service Based,yes,Art,Management,hard worker,yes,no,Software Developer
+8,1,5,9,yes,yes,machine learning,testing,excellent,excellent,parallel computing,Business process analyst,Cloud Services,no,Prayer books,Management,smart worker,yes,yes,Software Developer
+2,5,1,1,no,no,python,game development,medium,medium,data engineering,Business process analyst,product development,yes,Travel,Management,smart worker,no,no,Software Developer
+2,3,3,8,no,no,app development,cloud computing,medium,excellent,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Encyclopedias,Technical,smart worker,no,yes,Software Developer
+2,2,3,6,yes,no,app development,web technologies,medium,medium,programming,developer,product development,no,Anthology,Technical,hard worker,no,no,Software Developer
+6,4,6,9,yes,no,full stack,game development,medium,excellent,parallel computing,cloud computing,Finance,no,Comics,Technical,smart worker,yes,no,Software Developer
+6,2,1,7,yes,yes,shell programming,cloud computing,medium,poor,cloud computing,system developer,Sales and Marketing,yes,Self help,Technical,hard worker,yes,yes,Software Developer
+6,0,4,5,no,yes,python,database security,medium,poor,cloud computing,Business process analyst,Service Based,no,Poetry,Management,smart worker,yes,yes,Software Developer
+1,3,9,3,yes,no,python,hacking,medium,medium,Management,system developer,Product based,yes,Religion-Spirituality,Management,smart worker,yes,yes,Software Developer
+6,0,4,2,no,no,information security,hacking,medium,excellent,Management,testing,Service Based,no,Mystery,Technical,hard worker,yes,no,Software Developer
+9,6,4,2,no,no,shell programming,cloud computing,medium,excellent,hacking,security,Service Based,yes,Action and Adventure,Management,smart worker,yes,no,Software Developer
+9,6,4,9,no,yes,machine learning,game development,medium,medium,Management,developer,Web Services,no,Anthology,Management,hard worker,yes,no,Software Developer
+4,2,6,8,yes,no,information security,hacking,poor,excellent,Software Engineering,testing,Testing and Maintainance Services,no,Science fiction,Management,smart worker,no,yes,Software Developer
+5,5,7,5,no,yes,r programming,web technologies,medium,poor,data engineering,system developer,Sales and Marketing,yes,Autobiographies,Management,smart worker,no,no,Software Developer
+5,2,7,3,yes,no,hadoop,system designing,excellent,excellent,data engineering,developer,Sales and Marketing,no,Health,Management,smart worker,no,no,Software Developer
+8,3,4,8,no,yes,app development,database security,medium,poor,Computer Architecture,system developer,SAaS services,no,Diaries,Management,smart worker,yes,no,Software Developer
+6,5,2,2,no,no,full stack,cloud computing,medium,poor,hacking,testing,product development,yes,Poetry,Management,smart worker,yes,no,Software Developer
+5,0,4,1,no,no,hadoop,system designing,excellent,poor,cloud computing,Business process analyst,product development,yes,Encyclopedias,Technical,hard worker,no,yes,Software Developer
+9,5,3,1,no,no,full stack,hacking,excellent,medium,IOT,testing,BPA,no,Self help,Management,smart worker,no,yes,Software Developer
+8,1,3,7,yes,yes,shell programming,data science,excellent,excellent,Management,system developer,Web Services,no,Encyclopedias,Management,hard worker,no,no,Software Developer
+2,3,2,1,yes,no,app development,database security,medium,poor,data engineering,Business process analyst,BPA,yes,Romance,Technical,smart worker,yes,no,Software Developer
+1,6,8,7,yes,yes,r programming,database security,poor,excellent,networks,Business process analyst,SAaS services,yes,Guide,Technical,hard worker,no,yes,Software Developer
+6,0,1,2,yes,no,distro making,testing,poor,medium,Software Engineering,Business process analyst,Service Based,no,Guide,Management,smart worker,yes,no,Software Developer
+1,3,3,7,yes,no,machine learning,hacking,medium,excellent,programming,developer,Web Services,no,Guide,Technical,hard worker,yes,yes,Software Developer
+6,1,9,4,yes,no,app development,cloud computing,poor,medium,networks,Business process analyst,Product based,yes,Autobiographies,Management,hard worker,yes,no,Software Developer
+1,5,7,1,no,yes,app development,testing,poor,poor,networks,cloud computing,SAaS services,no,Satire,Technical,hard worker,yes,yes,Software Developer
+6,6,6,7,no,yes,full stack,web technologies,excellent,poor,programming,cloud computing,product development,yes,Childrens,Management,smart worker,no,yes,Software Developer
+3,3,1,6,yes,no,app development,hacking,poor,medium,cloud computing,cloud computing,SAaS services,yes,Childrens,Management,smart worker,no,yes,Software Developer
+5,4,7,8,yes,yes,full stack,data science,poor,excellent,Management,cloud computing,BPA,no,Health,Technical,hard worker,no,yes,Software Developer
+5,2,9,6,no,yes,python,data science,poor,medium,Computer Architecture,Business process analyst,Testing and Maintainance Services,yes,Anthology,Management,smart worker,no,yes,Software Developer
+4,4,8,8,no,yes,app development,game development,excellent,excellent,parallel computing,system developer,Finance,yes,Encyclopedias,Technical,hard worker,yes,yes,Software Developer
+5,6,2,5,yes,no,distro making,hacking,medium,medium,IOT,developer,Sales and Marketing,yes,History,Technical,smart worker,yes,no,Software Developer
+8,0,3,2,yes,yes,information security,web technologies,excellent,poor,hacking,Business process analyst,product development,yes,Action and Adventure,Management,smart worker,yes,yes,Software Developer
+4,5,9,5,yes,no,hadoop,game development,poor,excellent,Computer Architecture,cloud computing,Product based,no,Mystery,Technical,hard worker,no,yes,Software Developer
+6,0,4,7,yes,no,machine learning,database security,medium,medium,cloud computing,cloud computing,Web Services,yes,Guide,Technical,smart worker,no,yes,Software Developer
+8,0,6,3,yes,yes,information security,testing,excellent,excellent,IOT,cloud computing,Sales and Marketing,no,Journals,Technical,hard worker,yes,no,Software Developer
+9,6,6,4,yes,yes,information security,data science,poor,medium,Software Engineering,Business process analyst,SAaS services,no,Science,Technical,smart worker,no,no,Software Developer
+1,0,3,2,no,yes,r programming,database security,medium,poor,Management,system developer,Web Services,no,Prayer books,Management,hard worker,no,no,Software Developer
+2,3,7,4,yes,yes,shell programming,database security,excellent,excellent,hacking,security,Service Based,yes,Poetry,Management,hard worker,yes,yes,Software Developer
+6,1,1,1,yes,no,hadoop,data science,excellent,medium,Management,testing,Sales and Marketing,no,Self help,Technical,smart worker,yes,yes,Software Developer
+2,2,1,9,no,no,r programming,data science,medium,medium,programming,security,Sales and Marketing,yes,Science fiction,Technical,smart worker,yes,no,Software Developer
+5,2,2,7,yes,no,distro making,system designing,poor,medium,Management,cloud computing,product development,no,Encyclopedias,Technical,smart worker,no,no,Software Developer
+9,1,6,2,yes,yes,python,database security,excellent,medium,parallel computing,testing,Web Services,no,Journals,Management,hard worker,no,yes,Software Developer
+1,5,7,3,yes,no,app development,cloud computing,poor,medium,IOT,security,Service Based,no,Dictionaries,Management,hard worker,no,no,Software Developer
+9,2,2,6,no,yes,full stack,web technologies,excellent,excellent,IOT,Business process analyst,Service Based,yes,Encyclopedias,Management,smart worker,no,no,Software Developer
+1,4,3,7,no,yes,r programming,system designing,poor,poor,cloud computing,system developer,Sales and Marketing,yes,Health,Technical,hard worker,no,no,Software Developer
+5,5,1,9,yes,yes,machine learning,testing,excellent,excellent,Management,Business process analyst,SAaS services,yes,Comics,Technical,smart worker,yes,no,Software Developer
+3,0,3,1,no,yes,python,game development,poor,excellent,IOT,Business process analyst,product development,no,Fantasy,Management,smart worker,yes,yes,Software Developer
+2,3,9,4,yes,yes,hadoop,hacking,medium,excellent,data engineering,system developer,Web Services,yes,Science,Management,smart worker,no,no,Software Developer
+1,6,9,3,yes,no,machine learning,testing,poor,poor,cloud computing,cloud computing,Finance,no,Childrens,Management,smart worker,yes,yes,Software Developer
+5,1,2,9,yes,yes,r programming,web technologies,excellent,excellent,Management,testing,Finance,yes,Religion-Spirituality,Management,hard worker,yes,no,Software Developer
+8,3,6,7,no,no,r programming,web technologies,excellent,excellent,parallel computing,cloud computing,Product based,yes,Prayer books,Technical,hard worker,no,no,Software Developer
+4,5,2,7,yes,yes,python,web technologies,excellent,excellent,data engineering,testing,Finance,yes,Science,Management,smart worker,no,yes,Software Developer
+1,3,9,6,no,yes,shell programming,web technologies,excellent,poor,cloud computing,system developer,Product based,yes,Anthology,Technical,hard worker,no,no,Software Developer
+2,0,1,1,yes,yes,app development,data science,poor,medium,data engineering,testing,Product based,yes,Fantasy,Management,smart worker,yes,no,Software Developer
+5,5,6,2,no,no,distro making,web technologies,poor,excellent,IOT,developer,Service Based,yes,Childrens,Management,hard worker,yes,yes,Software Developer
+2,1,6,1,yes,no,shell programming,hacking,poor,poor,hacking,Business process analyst,Sales and Marketing,no,History,Management,hard worker,no,no,Software Developer
+4,2,2,5,no,no,machine learning,web technologies,poor,poor,networks,testing,BPA,no,Comics,Technical,smart worker,no,no,Software Developer
+7,3,2,7,no,yes,full stack,database security,medium,excellent,Software Engineering,security,Testing and Maintainance Services,no,Health,Management,smart worker,yes,no,Software Developer
+8,2,3,2,no,yes,app development,database security,poor,poor,parallel computing,security,BPA,no,Drama,Management,hard worker,yes,no,Software Developer
+3,0,1,4,yes,no,full stack,system designing,poor,excellent,Management,Business process analyst,Web Services,yes,Poetry,Technical,smart worker,no,no,Software Developer
+2,0,4,8,yes,no,hadoop,web technologies,excellent,poor,IOT,developer,BPA,yes,Art,Management,smart worker,yes,no,Software Developer
+8,6,7,7,no,yes,app development,testing,excellent,excellent,data engineering,Business process analyst,BPA,no,Childrens,Management,hard worker,yes,yes,Software Developer
+7,2,1,5,no,no,r programming,system designing,excellent,excellent,Computer Architecture,security,Testing and Maintainance Services,yes,Series,Management,smart worker,yes,no,Software Developer
+4,4,5,8,yes,yes,r programming,hacking,excellent,excellent,Management,security,Cloud Services,no,Comics,Technical,smart worker,yes,no,Software Developer
+9,1,4,8,no,yes,python,testing,excellent,excellent,programming,developer,Cloud Services,no,Diaries,Management,smart worker,yes,no,Software Developer
+7,0,2,8,no,yes,python,database security,poor,excellent,data engineering,Business process analyst,Web Services,yes,Health,Management,hard worker,no,no,Software Developer
+3,3,7,4,yes,no,machine learning,testing,excellent,excellent,parallel computing,cloud computing,product development,no,Horror,Management,hard worker,no,yes,Software Developer
+7,4,6,8,yes,no,full stack,database security,poor,excellent,data engineering,testing,Service Based,no,Art,Management,hard worker,yes,yes,Software Developer
+6,2,6,3,no,no,app development,testing,excellent,poor,data engineering,cloud computing,SAaS services,no,Religion-Spirituality,Management,smart worker,no,yes,Software Developer
+1,1,6,9,no,no,python,cloud computing,poor,excellent,programming,developer,BPA,yes,Self help,Technical,smart worker,yes,yes,Software Developer
+2,3,5,4,no,yes,shell programming,game development,medium,excellent,IOT,Business process analyst,Web Services,yes,Art,Technical,smart worker,yes,yes,Software Developer
+3,5,6,7,yes,yes,hadoop,testing,medium,poor,Software Engineering,system developer,product development,yes,Horror,Technical,hard worker,yes,no,Software Developer
+7,3,5,2,no,no,python,data science,excellent,poor,hacking,Business process analyst,Testing and Maintainance Services,no,Health,Technical,smart worker,no,no,Software Developer
+9,5,5,7,yes,no,app development,database security,excellent,medium,Management,Business process analyst,Finance,yes,Satire,Management,hard worker,yes,no,Software Developer
+6,3,2,7,yes,yes,full stack,cloud computing,excellent,poor,IOT,testing,product development,no,Comics,Management,hard worker,no,yes,Software Developer
+2,0,4,6,no,no,full stack,cloud computing,excellent,excellent,Computer Architecture,security,Sales and Marketing,yes,History,Management,smart worker,yes,no,Software Developer
+6,3,5,8,no,no,full stack,web technologies,poor,excellent,Computer Architecture,cloud computing,Finance,no,Anthology,Technical,smart worker,no,no,Software Developer
+9,1,7,3,no,no,r programming,web technologies,excellent,excellent,Computer Architecture,testing,SAaS services,yes,Health,Technical,smart worker,no,yes,Software Developer
+5,3,8,3,no,yes,r programming,game development,poor,poor,Management,testing,SAaS services,no,Romance,Technical,hard worker,yes,yes,Software Developer
+1,6,3,8,no,no,full stack,system designing,poor,excellent,Management,testing,Cloud Services,yes,Self help,Management,hard worker,no,no,Software Developer
+6,5,6,5,yes,no,shell programming,game development,poor,medium,Computer Architecture,developer,Service Based,yes,Diaries,Technical,hard worker,no,yes,Software Developer
+3,1,7,3,no,yes,r programming,web technologies,medium,medium,parallel computing,developer,BPA,yes,Satire,Technical,smart worker,no,no,Software Developer
+6,5,3,2,yes,yes,python,testing,medium,poor,data engineering,Business process analyst,product development,no,Science fiction,Technical,smart worker,no,no,Software Developer
+6,6,2,6,yes,yes,distro making,hacking,medium,medium,parallel computing,system developer,product development,yes,Anthology,Technical,hard worker,yes,no,Software Developer
+4,5,2,8,no,yes,hadoop,game development,poor,poor,hacking,Business process analyst,Finance,no,Series,Management,smart worker,no,no,Software Developer
+9,4,5,7,no,no,distro making,system designing,medium,poor,cloud computing,cloud computing,Cloud Services,yes,Drama,Management,smart worker,no,no,Software Developer
+8,3,2,7,yes,no,app development,database security,poor,excellent,data engineering,developer,SAaS services,yes,Fantasy,Technical,hard worker,no,yes,Software Developer
+7,6,9,9,no,yes,machine learning,web technologies,excellent,medium,Management,developer,Cloud Services,no,Science fiction,Technical,smart worker,yes,no,Software Developer
+4,3,2,3,yes,yes,full stack,game development,medium,excellent,IOT,developer,BPA,no,Cookbooks,Management,smart worker,no,yes,Software Developer
+6,0,7,8,yes,no,information security,database security,poor,poor,Computer Architecture,security,Cloud Services,yes,Science,Management,hard worker,no,no,Software Developer
+6,0,1,3,no,yes,distro making,game development,excellent,excellent,programming,cloud computing,product development,no,Series,Management,hard worker,yes,yes,Software Developer
+3,2,2,8,no,yes,shell programming,game development,medium,poor,networks,Business process analyst,Service Based,yes,Art,Management,hard worker,no,no,Software Developer
+3,2,2,6,yes,no,r programming,cloud computing,medium,medium,programming,system developer,Testing and Maintainance Services,yes,Art,Management,smart worker,no,yes,Software Developer
+9,1,6,4,no,yes,machine learning,hacking,excellent,excellent,cloud computing,testing,SAaS services,no,Prayer books,Management,hard worker,no,yes,Software Developer
+6,1,3,9,yes,yes,full stack,database security,medium,excellent,parallel computing,security,SAaS services,no,Series,Management,smart worker,no,no,Software Developer
+4,5,6,8,no,no,information security,system designing,excellent,medium,IOT,Business process analyst,product development,yes,Self help,Technical,hard worker,no,no,Software Developer
+5,4,8,8,yes,no,machine learning,cloud computing,poor,excellent,programming,security,Web Services,no,Self help,Management,hard worker,no,yes,Software Developer
+9,6,9,7,yes,no,machine learning,game development,poor,poor,Management,developer,Web Services,no,Horror,Management,hard worker,yes,yes,Software Developer
+6,5,5,7,yes,yes,full stack,database security,medium,medium,parallel computing,cloud computing,product development,yes,Guide,Technical,hard worker,yes,no,Software Developer
+4,4,2,1,no,yes,python,cloud computing,poor,medium,Software Engineering,developer,Finance,no,Horror,Management,smart worker,no,no,Software Developer
+6,5,5,8,yes,no,information security,database security,poor,medium,cloud computing,cloud computing,Web Services,yes,Fantasy,Technical,smart worker,no,yes,Software Developer
+9,1,9,2,no,no,r programming,database security,poor,excellent,cloud computing,testing,Product based,yes,Autobiographies,Management,smart worker,no,yes,Software Developer
+6,3,2,1,yes,no,r programming,hacking,poor,excellent,networks,system developer,Testing and Maintainance Services,no,Prayer books,Technical,hard worker,no,yes,Software Developer
+3,4,1,9,no,no,shell programming,system designing,medium,medium,Software Engineering,cloud computing,Finance,yes,Math,Management,smart worker,yes,no,Software Developer
+2,3,6,9,yes,yes,machine learning,testing,medium,poor,programming,testing,BPA,no,Comics,Technical,hard worker,no,no,Software Developer
+6,5,8,9,yes,yes,machine learning,testing,medium,medium,programming,security,Web Services,yes,Fantasy,Management,smart worker,yes,no,Software Developer
+4,0,5,9,no,yes,information security,game development,excellent,excellent,Computer Architecture,system developer,Web Services,no,Prayer books,Technical,hard worker,yes,no,Software Developer
+5,6,8,9,yes,yes,app development,cloud computing,poor,poor,Management,Business process analyst,Web Services,yes,Guide,Management,hard worker,yes,yes,Software Developer
+2,1,4,7,yes,yes,information security,system designing,excellent,medium,networks,testing,Finance,yes,Religion-Spirituality,Technical,hard worker,no,yes,Software Developer
+5,2,8,6,yes,yes,app development,system designing,poor,medium,networks,system developer,Service Based,yes,Action and Adventure,Technical,smart worker,yes,no,Software Developer
+2,4,8,8,yes,yes,hadoop,database security,medium,poor,Computer Architecture,cloud computing,Cloud Services,no,Dictionaries,Technical,hard worker,yes,yes,Software Developer
+2,2,3,8,no,no,distro making,data science,excellent,medium,cloud computing,cloud computing,product development,yes,Mystery,Technical,hard worker,yes,no,Software Developer
+7,0,9,3,yes,yes,python,cloud computing,medium,poor,cloud computing,system developer,product development,yes,Science fiction,Management,smart worker,no,yes,Software Developer
+8,6,9,5,yes,yes,shell programming,data science,poor,excellent,IOT,security,SAaS services,no,Action and Adventure,Management,smart worker,yes,no,Software Developer
+1,1,6,8,yes,no,python,game development,excellent,excellent,programming,developer,SAaS services,yes,Satire,Technical,hard worker,yes,no,Software Developer
+2,0,2,3,no,yes,machine learning,cloud computing,excellent,poor,IOT,security,SAaS services,yes,Childrens,Technical,smart worker,no,yes,Software Developer
+5,0,1,2,yes,no,hadoop,database security,poor,excellent,networks,testing,product development,yes,Anthology,Technical,hard worker,no,no,Software Developer
+8,5,4,3,yes,no,r programming,game development,medium,poor,cloud computing,testing,Finance,yes,Science,Technical,hard worker,no,no,Software Developer
+1,1,4,9,yes,no,python,web technologies,poor,poor,cloud computing,security,Product based,yes,Autobiographies,Technical,hard worker,no,no,Software Developer
+7,4,8,8,no,no,information security,system designing,excellent,excellent,IOT,Business process analyst,Finance,yes,Anthology,Management,smart worker,yes,yes,Software Developer
+5,3,9,5,no,no,distro making,data science,poor,excellent,hacking,Business process analyst,Web Services,no,Self help,Technical,smart worker,no,no,Software Developer
+5,6,3,3,no,no,app development,hacking,medium,excellent,IOT,developer,Testing and Maintainance Services,no,Guide,Technical,hard worker,no,yes,Software Developer
+6,1,7,9,no,no,information security,game development,poor,poor,parallel computing,security,Service Based,no,Fantasy,Management,smart worker,no,no,Software Developer
+5,4,6,4,yes,no,r programming,hacking,excellent,medium,Management,cloud computing,product development,no,Guide,Management,hard worker,no,yes,Software Developer
+8,1,9,5,no,no,machine learning,testing,medium,excellent,cloud computing,security,Product based,no,Horror,Technical,hard worker,yes,yes,Software Developer
+8,5,4,4,yes,yes,app development,testing,medium,excellent,networks,cloud computing,SAaS services,yes,Cookbooks,Management,hard worker,no,no,Software Developer
+1,6,9,1,no,no,python,system designing,medium,medium,Computer Architecture,cloud computing,product development,no,Biographies,Management,hard worker,no,yes,Software Developer
+1,6,9,1,yes,yes,full stack,game development,poor,excellent,Management,Business process analyst,Product based,yes,Travel,Management,smart worker,yes,yes,Software Developer
+5,2,6,5,no,no,python,game development,medium,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,no,History,Technical,smart worker,no,yes,Software Developer
+8,2,3,2,yes,yes,shell programming,system designing,poor,medium,programming,cloud computing,Sales and Marketing,yes,History,Technical,hard worker,no,yes,Software Developer
+7,0,6,1,yes,yes,information security,hacking,poor,excellent,programming,testing,Product based,no,Science,Technical,smart worker,no,yes,Software Developer
+6,0,6,7,no,no,app development,database security,poor,medium,Software Engineering,system developer,SAaS services,no,Self help,Technical,smart worker,yes,no,Software Developer
+2,4,4,1,no,yes,hadoop,testing,excellent,poor,Computer Architecture,developer,Testing and Maintainance Services,no,Guide,Management,smart worker,no,no,Software Developer
+8,1,5,8,no,no,hadoop,web technologies,excellent,poor,IOT,developer,Finance,yes,Journals,Management,hard worker,no,yes,Software Developer
+8,5,5,3,yes,no,python,game development,excellent,excellent,networks,cloud computing,Cloud Services,yes,Poetry,Management,hard worker,no,yes,Software Developer
+9,0,8,6,no,yes,full stack,web technologies,poor,medium,Computer Architecture,security,SAaS services,yes,Romance,Management,hard worker,no,yes,Software Developer
+6,4,8,1,yes,yes,app development,database security,medium,excellent,networks,Business process analyst,Finance,no,Horror,Management,smart worker,no,no,Software Developer
+1,0,6,8,yes,no,app development,cloud computing,poor,medium,Software Engineering,security,Cloud Services,no,Autobiographies,Management,hard worker,no,yes,Software Developer
+8,4,3,9,no,no,machine learning,web technologies,poor,medium,data engineering,developer,Finance,no,Comics,Management,hard worker,yes,no,Software Developer
+7,6,4,7,yes,yes,hadoop,data science,medium,excellent,Software Engineering,testing,Testing and Maintainance Services,yes,Journals,Technical,smart worker,no,yes,Software Developer
+7,6,3,7,yes,yes,python,testing,poor,poor,IOT,testing,Finance,yes,Horror,Management,smart worker,yes,no,Software Developer
+8,6,7,8,no,no,hadoop,cloud computing,poor,excellent,cloud computing,cloud computing,Testing and Maintainance Services,yes,Self help,Technical,smart worker,no,no,Software Developer
+6,2,9,9,yes,yes,shell programming,cloud computing,excellent,excellent,data engineering,developer,Finance,yes,Travel,Management,smart worker,no,yes,Software Developer
+8,0,8,3,no,no,information security,data science,medium,excellent,hacking,testing,BPA,yes,Guide,Management,hard worker,yes,no,Software Developer
+4,1,7,6,yes,yes,distro making,data science,medium,medium,cloud computing,developer,Sales and Marketing,no,Autobiographies,Technical,smart worker,yes,no,Software Developer
+7,4,8,9,yes,no,r programming,web technologies,medium,excellent,programming,cloud computing,Web Services,no,Mystery,Technical,hard worker,no,no,Software Developer
+5,1,5,6,yes,yes,r programming,hacking,poor,medium,cloud computing,system developer,product development,no,Health,Technical,hard worker,no,yes,Software Developer
+2,0,9,6,no,no,machine learning,hacking,poor,medium,programming,cloud computing,Finance,yes,Autobiographies,Technical,hard worker,yes,no,Software Developer
+1,6,8,4,yes,no,machine learning,database security,poor,medium,IOT,system developer,Product based,yes,Poetry,Management,smart worker,yes,no,Software Developer
+9,4,7,9,no,yes,r programming,system designing,excellent,medium,Software Engineering,Business process analyst,Web Services,yes,Guide,Management,hard worker,no,yes,Software Developer
+5,3,4,6,no,yes,python,system designing,excellent,excellent,Management,developer,Product based,yes,Religion-Spirituality,Technical,smart worker,yes,yes,Software Developer
+7,0,6,3,no,yes,information security,web technologies,poor,excellent,programming,security,Cloud Services,no,Anthology,Technical,smart worker,no,no,Software Engineer
+9,3,1,6,no,yes,shell programming,testing,medium,poor,parallel computing,security,Finance,no,Biographies,Management,hard worker,no,no,Software Engineer
+6,0,6,8,yes,yes,app development,hacking,excellent,excellent,IOT,security,SAaS services,no,Health,Technical,hard worker,yes,yes,Software Engineer
+1,6,9,6,no,yes,hadoop,database security,excellent,poor,Computer Architecture,system developer,product development,yes,Science fiction,Technical,hard worker,yes,yes,Software Engineer
+3,0,8,2,no,no,distro making,database security,poor,poor,Computer Architecture,system developer,product development,yes,Dictionaries,Technical,smart worker,no,no,Software Engineer
+2,5,5,2,no,no,hadoop,database security,excellent,excellent,Management,testing,Sales and Marketing,yes,Biographies,Technical,smart worker,yes,no,Software Engineer
+8,6,9,2,no,no,machine learning,data science,poor,medium,cloud computing,cloud computing,BPA,no,Action and Adventure,Technical,smart worker,yes,no,Software Engineer
+6,5,9,4,no,yes,information security,game development,poor,medium,programming,developer,Finance,yes,Math,Management,smart worker,no,no,Software Engineer
+9,2,8,7,no,yes,shell programming,cloud computing,poor,poor,Software Engineering,testing,SAaS services,yes,Horror,Management,hard worker,no,yes,Software Engineer
+8,1,1,4,no,no,app development,hacking,medium,poor,hacking,Business process analyst,Product based,yes,Drama,Technical,smart worker,yes,no,Software Engineer
+3,2,3,7,yes,no,machine learning,data science,excellent,poor,hacking,testing,BPA,yes,Guide,Management,smart worker,no,yes,Software Engineer
+8,2,4,5,no,no,app development,web technologies,excellent,excellent,parallel computing,developer,BPA,no,Anthology,Management,smart worker,no,no,Software Engineer
+7,1,3,6,no,yes,python,game development,poor,medium,Management,security,Cloud Services,yes,Biographies,Management,smart worker,yes,yes,Software Engineer
+7,2,5,8,yes,no,information security,database security,excellent,poor,Management,security,Sales and Marketing,no,Fantasy,Management,hard worker,yes,no,Software Engineer
+4,3,6,2,no,no,distro making,testing,medium,excellent,hacking,Business process analyst,Product based,yes,Satire,Management,hard worker,no,no,Software Engineer
+6,1,4,5,no,no,machine learning,cloud computing,poor,excellent,networks,system developer,Testing and Maintainance Services,yes,Drama,Management,smart worker,no,no,Software Engineer
+2,4,9,5,no,no,python,data science,medium,excellent,networks,security,Sales and Marketing,no,Guide,Management,hard worker,yes,yes,Software Engineer
+5,4,1,4,yes,yes,full stack,data science,medium,excellent,Management,developer,product development,no,Health,Management,smart worker,yes,no,Software Engineer
+6,2,6,6,no,yes,shell programming,cloud computing,poor,excellent,data engineering,testing,SAaS services,yes,Biographies,Technical,hard worker,yes,no,Software Engineer
+6,1,2,5,no,yes,shell programming,data science,excellent,medium,Software Engineering,security,BPA,no,Religion-Spirituality,Management,smart worker,no,no,Software Engineer
+7,6,3,9,yes,yes,shell programming,game development,poor,excellent,data engineering,cloud computing,Sales and Marketing,yes,Series,Management,hard worker,no,yes,Software Engineer
+7,0,1,4,no,no,machine learning,game development,medium,excellent,Management,security,BPA,no,Guide,Technical,hard worker,yes,yes,Software Engineer
+9,4,7,2,yes,yes,r programming,testing,poor,medium,Management,developer,Finance,yes,Autobiographies,Technical,hard worker,no,yes,Software Engineer
+2,2,2,5,yes,yes,distro making,database security,poor,poor,networks,system developer,Finance,yes,Self help,Technical,hard worker,no,no,Software Engineer
+5,1,2,5,yes,no,python,database security,excellent,poor,Computer Architecture,system developer,Product based,no,Encyclopedias,Management,smart worker,yes,yes,Software Engineer
+4,0,3,5,no,no,machine learning,testing,excellent,excellent,IOT,cloud computing,Testing and Maintainance Services,yes,Trilogy,Technical,smart worker,no,yes,Software Engineer
+4,3,4,3,yes,no,information security,hacking,medium,poor,hacking,Business process analyst,Cloud Services,no,Journals,Management,smart worker,yes,yes,Software Engineer
+4,3,5,2,yes,yes,machine learning,hacking,excellent,medium,hacking,cloud computing,Cloud Services,yes,Self help,Technical,smart worker,no,yes,Software Engineer
+2,1,4,9,no,no,app development,system designing,poor,medium,networks,security,Service Based,yes,Guide,Technical,hard worker,no,no,Software Engineer
+2,0,8,6,no,no,app development,data science,medium,medium,cloud computing,testing,SAaS services,yes,Biographies,Technical,hard worker,yes,no,Software Engineer
+4,0,2,3,no,yes,r programming,cloud computing,poor,medium,networks,cloud computing,product development,yes,Health,Management,smart worker,no,yes,Software Engineer
+3,2,8,5,yes,no,app development,cloud computing,poor,poor,Management,testing,Sales and Marketing,no,Dictionaries,Technical,smart worker,no,no,Software Engineer
+5,1,3,5,yes,no,python,testing,excellent,medium,Computer Architecture,testing,product development,no,Horror,Management,hard worker,no,no,Software Engineer
+6,0,3,3,no,no,python,system designing,poor,poor,cloud computing,security,Service Based,yes,Anthology,Technical,hard worker,no,yes,Software Engineer
+8,1,9,3,yes,yes,python,cloud computing,excellent,medium,programming,system developer,Sales and Marketing,yes,Cookbooks,Management,smart worker,yes,no,Software Engineer
+1,0,8,3,no,no,app development,system designing,excellent,medium,IOT,cloud computing,Web Services,no,Fantasy,Management,hard worker,no,yes,Software Engineer
+8,0,6,8,no,yes,hadoop,cloud computing,poor,excellent,networks,Business process analyst,BPA,yes,Cookbooks,Management,smart worker,yes,yes,Software Engineer
+5,4,6,7,no,yes,r programming,data science,medium,medium,cloud computing,developer,Web Services,yes,Comics,Management,smart worker,yes,yes,Software Engineer
+8,6,1,2,yes,no,r programming,database security,medium,medium,Software Engineering,cloud computing,Cloud Services,no,Science,Management,hard worker,yes,yes,Software Engineer
+2,1,5,9,no,no,information security,testing,excellent,medium,networks,testing,Product based,no,Journals,Management,smart worker,yes,yes,Software Engineer
+9,5,2,4,yes,no,machine learning,system designing,poor,poor,data engineering,security,product development,no,Autobiographies,Management,smart worker,no,yes,Software Engineer
+2,6,1,6,yes,no,r programming,hacking,poor,medium,cloud computing,developer,BPA,no,Series,Technical,smart worker,yes,yes,Software Engineer
+8,2,7,3,yes,no,full stack,game development,medium,poor,data engineering,developer,Product based,yes,History,Technical,hard worker,yes,no,Software Engineer
+2,0,6,2,no,yes,distro making,hacking,excellent,medium,Software Engineering,developer,Service Based,yes,Autobiographies,Management,hard worker,no,yes,Software Engineer
+8,1,6,7,no,yes,shell programming,web technologies,poor,excellent,networks,Business process analyst,Testing and Maintainance Services,no,Diaries,Technical,hard worker,no,yes,Software Engineer
+1,5,7,9,yes,no,app development,game development,poor,medium,Computer Architecture,system developer,SAaS services,yes,Anthology,Technical,hard worker,no,no,Software Engineer
+7,4,7,9,no,no,hadoop,hacking,excellent,medium,hacking,cloud computing,Finance,no,Guide,Technical,smart worker,no,no,Software Engineer
+7,0,3,9,yes,yes,distro making,database security,medium,medium,cloud computing,cloud computing,Finance,no,Art,Technical,hard worker,yes,no,Software Engineer
+1,6,1,8,no,yes,machine learning,system designing,medium,medium,Software Engineering,cloud computing,Service Based,yes,Biographies,Technical,smart worker,yes,yes,Software Engineer
+4,3,5,8,yes,yes,shell programming,cloud computing,medium,excellent,hacking,system developer,Product based,yes,Science,Technical,smart worker,no,yes,Software Engineer
+8,2,1,8,no,no,app development,hacking,poor,excellent,networks,testing,Product based,no,Romance,Management,hard worker,no,yes,Software Engineer
+8,1,2,6,no,no,r programming,web technologies,excellent,medium,Management,cloud computing,Service Based,no,Anthology,Management,smart worker,yes,yes,Software Engineer
+9,6,8,3,no,no,app development,system designing,excellent,medium,Computer Architecture,system developer,Web Services,no,Prayer books,Management,smart worker,yes,yes,Software Engineer
+8,1,3,9,yes,no,shell programming,game development,medium,poor,Computer Architecture,security,Web Services,yes,Journals,Management,smart worker,yes,yes,Software Engineer
+2,2,2,7,no,no,python,game development,medium,poor,networks,security,Product based,no,Biographies,Management,smart worker,no,no,Software Engineer
+5,0,4,5,no,no,full stack,cloud computing,excellent,medium,Management,developer,Cloud Services,no,Science fiction,Management,smart worker,no,yes,Software Engineer
+9,0,6,9,yes,yes,python,system designing,poor,medium,Software Engineering,cloud computing,Product based,no,Health,Management,smart worker,yes,yes,Software Engineer
+7,3,2,9,no,no,shell programming,web technologies,medium,excellent,programming,system developer,product development,no,Religion-Spirituality,Management,smart worker,yes,no,Software Engineer
+4,0,5,3,no,no,hadoop,data science,medium,excellent,hacking,system developer,Service Based,yes,Horror,Management,hard worker,no,no,Software Engineer
+9,6,5,4,no,yes,full stack,data science,excellent,medium,parallel computing,testing,Cloud Services,no,Travel,Technical,smart worker,yes,no,Software Engineer
+1,2,7,4,yes,no,app development,cloud computing,excellent,medium,parallel computing,cloud computing,Finance,no,Horror,Management,smart worker,no,no,Software Engineer
+2,0,9,5,no,yes,distro making,data science,medium,poor,data engineering,cloud computing,Sales and Marketing,yes,Horror,Technical,hard worker,yes,no,Software Engineer
+9,3,4,3,yes,yes,python,data science,excellent,medium,Management,security,Sales and Marketing,yes,Comics,Management,hard worker,no,yes,Software Engineer
+8,5,2,5,no,yes,full stack,game development,poor,medium,Computer Architecture,system developer,Sales and Marketing,yes,Diaries,Technical,hard worker,yes,no,Software Engineer
+4,6,5,7,no,no,machine learning,database security,medium,medium,networks,Business process analyst,SAaS services,yes,Health,Technical,smart worker,no,yes,Software Engineer
+5,1,4,3,no,yes,hadoop,web technologies,excellent,poor,IOT,security,Finance,yes,Guide,Technical,smart worker,yes,no,Software Engineer
+6,2,5,8,yes,yes,app development,data science,medium,excellent,cloud computing,system developer,SAaS services,no,Science fiction,Management,smart worker,yes,yes,Software Engineer
+4,2,3,6,yes,yes,hadoop,data science,poor,excellent,Software Engineering,cloud computing,product development,no,Autobiographies,Technical,smart worker,no,yes,Software Engineer
+4,1,6,9,no,no,r programming,web technologies,excellent,poor,parallel computing,developer,Testing and Maintainance Services,no,Horror,Technical,smart worker,no,yes,Software Engineer
+2,2,5,8,yes,yes,information security,data science,excellent,medium,Software Engineering,security,product development,yes,Self help,Management,hard worker,yes,yes,Software Engineer
+2,0,9,4,no,no,app development,web technologies,poor,poor,Management,cloud computing,BPA,yes,Trilogy,Management,hard worker,no,no,Software Engineer
+9,5,1,3,yes,no,python,data science,medium,poor,networks,testing,Testing and Maintainance Services,no,Guide,Technical,hard worker,yes,no,Software Engineer
+6,0,5,5,yes,yes,information security,system designing,medium,excellent,hacking,testing,Finance,no,Guide,Management,smart worker,yes,no,Software Engineer
+1,5,1,6,yes,no,python,hacking,medium,medium,Computer Architecture,system developer,BPA,yes,Horror,Technical,hard worker,no,yes,Software Engineer
+2,1,2,3,no,no,shell programming,system designing,excellent,medium,cloud computing,system developer,Web Services,yes,Self help,Technical,hard worker,yes,yes,Software Engineer
+5,5,2,6,yes,no,r programming,system designing,excellent,poor,Software Engineering,system developer,Finance,yes,Religion-Spirituality,Management,hard worker,no,no,Software Engineer
+4,4,9,4,no,yes,full stack,database security,medium,medium,data engineering,cloud computing,Finance,yes,Comics,Management,smart worker,yes,no,Software Engineer
+5,4,1,8,yes,yes,full stack,game development,poor,poor,networks,developer,Finance,yes,Self help,Technical,smart worker,yes,no,Software Engineer
+1,4,6,2,yes,no,r programming,data science,medium,poor,data engineering,developer,SAaS services,yes,Anthology,Technical,smart worker,yes,yes,Software Engineer
+8,4,1,2,no,no,r programming,testing,poor,excellent,cloud computing,testing,BPA,no,Art,Technical,hard worker,no,yes,Software Engineer
+3,3,7,9,yes,no,full stack,system designing,medium,medium,Software Engineering,Business process analyst,Web Services,no,Trilogy,Management,hard worker,yes,yes,Software Engineer
+7,3,8,9,no,no,python,system designing,medium,medium,cloud computing,testing,BPA,yes,Health,Technical,hard worker,yes,no,Software Engineer
+8,5,4,7,no,no,full stack,cloud computing,excellent,poor,networks,cloud computing,SAaS services,yes,Romance,Management,hard worker,yes,yes,Software Engineer
+8,0,2,1,yes,yes,app development,web technologies,medium,medium,IOT,testing,Product based,no,Drama,Technical,smart worker,no,yes,Software Engineer
+4,4,7,3,yes,no,python,testing,medium,poor,hacking,system developer,Sales and Marketing,yes,Fantasy,Technical,hard worker,yes,no,Software Engineer
+5,1,7,9,no,no,distro making,cloud computing,medium,medium,data engineering,testing,Service Based,no,Action and Adventure,Management,smart worker,yes,no,Software Engineer
+1,5,8,8,yes,no,distro making,web technologies,medium,medium,hacking,Business process analyst,Service Based,no,Science,Management,hard worker,yes,no,Software Engineer
+3,5,5,2,yes,yes,machine learning,data science,medium,excellent,programming,developer,Sales and Marketing,no,Fantasy,Technical,smart worker,no,yes,Software Engineer
+5,4,8,4,yes,no,python,testing,excellent,medium,networks,developer,Cloud Services,yes,Biographies,Technical,smart worker,yes,yes,Software Engineer
+7,0,1,7,no,yes,python,game development,medium,excellent,programming,system developer,Cloud Services,no,Drama,Management,smart worker,yes,no,Software Engineer
+1,3,3,1,yes,yes,r programming,cloud computing,poor,poor,cloud computing,developer,product development,yes,Health,Technical,smart worker,no,yes,Software Engineer
+5,4,8,2,yes,yes,machine learning,hacking,poor,poor,programming,testing,Testing and Maintainance Services,yes,Fantasy,Technical,smart worker,no,yes,Software Engineer
+3,0,8,2,no,no,distro making,cloud computing,poor,excellent,Software Engineering,security,Cloud Services,yes,Drama,Technical,hard worker,no,yes,Software Engineer
+3,2,2,4,no,no,hadoop,database security,medium,medium,programming,security,Testing and Maintainance Services,yes,Drama,Management,smart worker,no,no,Software Engineer
+6,5,2,3,no,no,shell programming,testing,medium,excellent,hacking,cloud computing,BPA,no,Art,Technical,hard worker,no,yes,Software Engineer
+6,4,8,8,yes,no,shell programming,web technologies,excellent,poor,programming,system developer,Sales and Marketing,no,Religion-Spirituality,Technical,smart worker,no,yes,Software Engineer
+5,4,2,5,yes,no,app development,data science,excellent,excellent,Software Engineering,developer,Cloud Services,yes,Religion-Spirituality,Management,hard worker,yes,no,Software Engineer
+7,5,4,7,yes,no,r programming,game development,excellent,medium,parallel computing,security,Testing and Maintainance Services,no,Series,Technical,smart worker,yes,no,Software Engineer
+1,6,2,7,no,no,shell programming,testing,excellent,excellent,IOT,security,BPA,yes,Horror,Management,smart worker,no,yes,Software Engineer
+7,6,4,6,yes,yes,python,testing,poor,medium,programming,Business process analyst,Testing and Maintainance Services,no,Fantasy,Management,hard worker,no,yes,Software Engineer
+1,4,8,4,yes,yes,shell programming,cloud computing,poor,medium,cloud computing,developer,Product based,yes,History,Management,smart worker,yes,yes,Software Engineer
+1,0,7,6,no,no,hadoop,database security,excellent,medium,cloud computing,developer,SAaS services,no,Religion-Spirituality,Management,smart worker,yes,yes,Software Engineer
+8,2,9,8,yes,no,hadoop,system designing,poor,excellent,IOT,system developer,Finance,yes,Science,Technical,hard worker,yes,no,Software Engineer
+2,5,6,3,yes,yes,full stack,cloud computing,excellent,excellent,data engineering,system developer,Testing and Maintainance Services,no,Drama,Technical,hard worker,yes,yes,Software Engineer
+1,1,1,9,yes,yes,full stack,game development,excellent,poor,Computer Architecture,security,Sales and Marketing,no,Trilogy,Technical,smart worker,yes,yes,Software Engineer
+3,1,6,6,yes,no,r programming,testing,poor,excellent,Computer Architecture,security,BPA,yes,Guide,Technical,hard worker,no,no,Software Engineer
+8,4,5,6,yes,no,machine learning,web technologies,medium,excellent,IOT,testing,SAaS services,no,Diaries,Management,smart worker,yes,no,Software Engineer
+3,5,8,7,yes,yes,machine learning,database security,excellent,poor,hacking,testing,Web Services,no,Poetry,Technical,hard worker,no,yes,Software Engineer
+2,0,9,5,no,yes,full stack,testing,medium,excellent,hacking,testing,Sales and Marketing,yes,Encyclopedias,Technical,smart worker,no,no,Software Engineer
+9,1,1,2,no,yes,full stack,web technologies,medium,medium,data engineering,developer,Product based,yes,Religion-Spirituality,Management,smart worker,yes,no,Software Engineer
+5,2,3,6,yes,yes,r programming,data science,medium,excellent,cloud computing,security,Web Services,yes,Trilogy,Technical,hard worker,yes,yes,Software Engineer
+9,6,8,6,no,no,r programming,system designing,medium,excellent,hacking,Business process analyst,Product based,yes,Travel,Management,smart worker,no,yes,Software Engineer
+2,5,7,7,yes,yes,r programming,system designing,medium,medium,hacking,developer,Service Based,no,Self help,Management,smart worker,no,no,Software Engineer
+1,5,7,9,yes,yes,r programming,system designing,excellent,poor,cloud computing,developer,Product based,no,Horror,Technical,hard worker,no,no,Software Engineer
+3,6,3,2,yes,yes,shell programming,testing,poor,poor,hacking,Business process analyst,Service Based,yes,Art,Technical,smart worker,yes,no,Software Engineer
+2,5,5,2,yes,yes,r programming,cloud computing,medium,excellent,networks,cloud computing,SAaS services,yes,Satire,Technical,hard worker,yes,yes,Software Engineer
+7,3,4,5,yes,yes,app development,database security,poor,excellent,data engineering,Business process analyst,Product based,no,Health,Technical,smart worker,yes,no,Software Engineer
+5,5,2,2,yes,yes,r programming,web technologies,poor,poor,Software Engineering,security,Cloud Services,no,Trilogy,Management,smart worker,no,yes,Software Engineer
+9,0,1,2,no,no,python,testing,poor,medium,Software Engineering,Business process analyst,Service Based,yes,Autobiographies,Technical,smart worker,no,no,Software Engineer
+4,5,8,1,no,no,full stack,cloud computing,poor,medium,programming,cloud computing,BPA,no,Autobiographies,Technical,hard worker,no,no,Software Engineer
+6,0,3,9,yes,yes,r programming,testing,excellent,poor,IOT,developer,BPA,yes,Diaries,Technical,smart worker,yes,no,Software Engineer
+8,0,7,1,yes,no,full stack,testing,poor,excellent,Management,security,Web Services,no,Autobiographies,Management,hard worker,yes,no,Software Engineer
+3,0,1,8,yes,yes,information security,cloud computing,medium,medium,networks,testing,BPA,yes,Romance,Management,hard worker,no,no,Software Engineer
+4,4,9,6,no,no,hadoop,data science,medium,poor,programming,system developer,Product based,no,Romance,Technical,smart worker,no,yes,Software Engineer
+3,4,2,8,no,no,information security,database security,poor,excellent,hacking,cloud computing,Web Services,no,Health,Management,hard worker,yes,yes,Software Engineer
+1,4,5,5,yes,no,shell programming,testing,medium,medium,hacking,cloud computing,Web Services,no,Biographies,Management,smart worker,no,no,Software Engineer
+8,1,1,5,no,yes,shell programming,data science,medium,excellent,IOT,system developer,Product based,no,Diaries,Management,smart worker,yes,no,Software Engineer
+7,1,4,2,no,yes,r programming,database security,poor,medium,networks,system developer,Finance,no,Journals,Management,hard worker,yes,yes,Software Engineer
+7,4,2,8,no,no,distro making,hacking,medium,excellent,Computer Architecture,Business process analyst,Service Based,no,Self help,Technical,hard worker,no,no,Software Engineer
+2,0,2,2,no,yes,r programming,database security,poor,excellent,Computer Architecture,testing,Sales and Marketing,no,Autobiographies,Management,smart worker,no,yes,Software Engineer
+8,0,3,8,no,yes,app development,cloud computing,excellent,poor,hacking,cloud computing,Web Services,yes,Journals,Technical,smart worker,yes,yes,Software Engineer
+7,3,1,8,yes,no,python,web technologies,excellent,medium,data engineering,developer,Web Services,yes,Horror,Management,smart worker,yes,yes,Software Engineer
+2,6,3,5,no,no,shell programming,database security,medium,excellent,programming,Business process analyst,Service Based,yes,Guide,Technical,smart worker,no,no,Software Engineer
+2,2,9,3,yes,yes,full stack,system designing,medium,excellent,Computer Architecture,testing,Finance,yes,Travel,Technical,smart worker,no,no,Software Engineer
+1,0,8,3,yes,no,app development,testing,poor,excellent,parallel computing,Business process analyst,Sales and Marketing,yes,Action and Adventure,Technical,hard worker,no,yes,Software Engineer
+4,3,9,9,no,no,python,data science,poor,excellent,programming,testing,Finance,yes,Mystery,Management,smart worker,yes,no,Software Engineer
+1,2,8,9,no,yes,full stack,data science,medium,medium,Computer Architecture,cloud computing,Service Based,yes,Religion-Spirituality,Management,smart worker,yes,no,Software Engineer
+4,6,5,4,yes,yes,hadoop,cloud computing,medium,medium,Computer Architecture,Business process analyst,product development,yes,Horror,Technical,smart worker,yes,no,Software Engineer
+6,3,3,4,no,yes,python,cloud computing,medium,excellent,parallel computing,system developer,Web Services,no,Cookbooks,Technical,hard worker,yes,no,Software Engineer
+5,1,1,1,yes,no,full stack,data science,poor,excellent,hacking,testing,Service Based,yes,Biographies,Management,hard worker,yes,yes,Software Engineer
+8,6,4,5,yes,no,machine learning,database security,medium,poor,hacking,developer,Sales and Marketing,yes,Poetry,Technical,hard worker,no,no,Software Engineer
+8,1,3,2,no,yes,app development,data science,medium,medium,IOT,cloud computing,Sales and Marketing,no,Dictionaries,Technical,smart worker,yes,yes,Software Engineer
+3,3,9,5,no,yes,information security,cloud computing,excellent,medium,IOT,Business process analyst,Web Services,yes,Self help,Technical,smart worker,no,no,Software Engineer
+8,3,7,6,yes,no,shell programming,system designing,excellent,medium,IOT,developer,Web Services,no,Mystery,Technical,hard worker,yes,yes,Software Engineer
+6,0,8,9,no,yes,distro making,web technologies,excellent,medium,Management,testing,Web Services,no,Religion-Spirituality,Technical,hard worker,no,yes,Software Engineer
+9,1,3,1,no,yes,python,database security,excellent,excellent,parallel computing,system developer,Cloud Services,yes,Guide,Technical,smart worker,yes,no,Software Engineer
+5,3,5,3,no,no,r programming,database security,poor,medium,cloud computing,Business process analyst,Cloud Services,yes,Journals,Technical,hard worker,yes,yes,Software Engineer
+6,0,1,3,yes,no,full stack,web technologies,excellent,excellent,Computer Architecture,developer,Service Based,no,Childrens,Technical,smart worker,yes,no,Software Engineer
+2,1,7,1,no,no,shell programming,testing,poor,medium,parallel computing,system developer,BPA,yes,Diaries,Management,hard worker,yes,yes,Software Engineer
+5,2,3,7,yes,no,distro making,system designing,poor,poor,networks,security,Cloud Services,yes,Poetry,Management,hard worker,no,yes,Software Engineer
+2,6,1,6,no,no,information security,database security,medium,poor,data engineering,developer,Cloud Services,yes,Art,Management,smart worker,yes,yes,Software Engineer
+2,5,7,7,yes,yes,r programming,system designing,medium,poor,Computer Architecture,security,Cloud Services,yes,Fantasy,Technical,smart worker,yes,yes,Software Engineer
+2,5,6,9,no,yes,information security,game development,poor,poor,programming,security,Finance,no,Diaries,Technical,smart worker,no,yes,Software Engineer
+7,1,5,6,yes,yes,python,data science,poor,excellent,hacking,cloud computing,Cloud Services,yes,Self help,Technical,hard worker,yes,no,Software Engineer
+4,2,6,3,yes,no,shell programming,hacking,excellent,medium,programming,cloud computing,Sales and Marketing,no,Horror,Technical,hard worker,no,yes,Software Engineer
+1,6,3,9,yes,no,information security,testing,poor,medium,parallel computing,security,Service Based,no,Religion-Spirituality,Technical,smart worker,yes,yes,Software Engineer
+3,2,2,7,yes,yes,hadoop,web technologies,poor,excellent,networks,Business process analyst,Finance,yes,Self help,Technical,smart worker,no,no,Software Engineer
+3,4,2,1,no,no,app development,web technologies,medium,excellent,IOT,system developer,Testing and Maintainance Services,yes,Biographies,Management,smart worker,yes,yes,Software Engineer
+5,3,2,1,yes,yes,hadoop,web technologies,excellent,excellent,hacking,testing,Cloud Services,yes,Science fiction,Management,smart worker,yes,no,Software Engineer
+3,6,6,9,yes,no,shell programming,game development,poor,poor,parallel computing,testing,Product based,no,Horror,Technical,hard worker,no,no,Software Engineer
+4,3,8,7,yes,no,r programming,system designing,excellent,medium,cloud computing,security,product development,no,Diaries,Technical,hard worker,no,no,Software Engineer
+2,1,9,1,yes,no,app development,cloud computing,medium,poor,cloud computing,cloud computing,Product based,yes,Encyclopedias,Management,hard worker,yes,yes,Software Engineer
+7,2,7,9,no,no,machine learning,cloud computing,excellent,poor,cloud computing,Business process analyst,SAaS services,yes,Science,Management,smart worker,yes,no,Software Engineer
+7,4,6,9,no,yes,hadoop,cloud computing,medium,medium,Computer Architecture,testing,Finance,no,Autobiographies,Management,hard worker,yes,yes,Software Engineer
+6,5,6,7,no,yes,r programming,cloud computing,poor,poor,Software Engineering,developer,BPA,yes,Science fiction,Technical,hard worker,no,yes,Software Engineer
+7,3,4,5,yes,no,distro making,hacking,poor,medium,networks,system developer,Testing and Maintainance Services,yes,Science fiction,Technical,hard worker,yes,no,Software Engineer
+9,1,3,2,no,no,shell programming,web technologies,poor,medium,IOT,Business process analyst,BPA,yes,History,Technical,smart worker,no,no,Software Engineer
+5,3,4,5,yes,yes,python,hacking,poor,medium,networks,developer,Testing and Maintainance Services,no,Horror,Management,smart worker,yes,yes,Software Engineer
+3,5,4,5,no,no,r programming,cloud computing,excellent,medium,programming,security,Sales and Marketing,no,Journals,Technical,hard worker,yes,no,Software Engineer
+4,3,5,9,yes,no,machine learning,data science,medium,excellent,IOT,security,Service Based,no,History,Technical,smart worker,no,no,Software Engineer
+8,1,8,1,no,yes,machine learning,system designing,excellent,excellent,cloud computing,developer,Finance,yes,Diaries,Management,hard worker,no,yes,Software Engineer
+1,6,9,3,yes,yes,hadoop,database security,poor,medium,IOT,developer,BPA,yes,Series,Technical,smart worker,yes,yes,Software Engineer
+5,6,6,9,yes,yes,app development,database security,medium,poor,cloud computing,security,Testing and Maintainance Services,no,Comics,Management,hard worker,yes,yes,Software Engineer
+7,4,1,8,no,no,full stack,testing,excellent,excellent,IOT,system developer,Product based,yes,Encyclopedias,Technical,hard worker,yes,yes,Software Engineer
+3,4,9,4,no,no,app development,hacking,medium,medium,hacking,Business process analyst,Web Services,yes,Autobiographies,Management,hard worker,no,no,Software Engineer
+1,1,2,7,no,no,python,cloud computing,excellent,poor,Computer Architecture,system developer,Testing and Maintainance Services,no,Guide,Management,hard worker,yes,yes,Software Engineer
+2,6,7,8,yes,no,information security,web technologies,poor,excellent,networks,developer,Finance,yes,Guide,Technical,smart worker,no,yes,Software Engineer
+2,5,2,9,no,yes,app development,database security,poor,excellent,Computer Architecture,system developer,Finance,yes,Prayer books,Management,hard worker,no,yes,Software Engineer
+9,1,9,7,yes,yes,distro making,hacking,excellent,medium,cloud computing,system developer,Testing and Maintainance Services,no,Childrens,Technical,smart worker,yes,no,Software Engineer
+1,6,6,4,no,yes,machine learning,database security,excellent,poor,hacking,system developer,product development,no,Satire,Management,hard worker,no,no,Software Engineer
+5,4,2,1,no,yes,full stack,web technologies,medium,medium,parallel computing,Business process analyst,Product based,no,Journals,Technical,smart worker,no,no,Software Engineer
+3,0,6,7,no,no,python,testing,poor,poor,data engineering,testing,SAaS services,no,Cookbooks,Technical,hard worker,yes,no,Software Engineer
+7,2,4,7,yes,yes,app development,system designing,excellent,medium,IOT,system developer,Finance,no,Science fiction,Technical,smart worker,no,no,Software Engineer
+4,5,6,2,no,yes,information security,web technologies,medium,medium,parallel computing,cloud computing,BPA,yes,Poetry,Technical,smart worker,no,yes,Software Engineer
+5,6,1,3,no,yes,python,cloud computing,poor,poor,data engineering,system developer,Product based,no,Autobiographies,Management,hard worker,no,no,Software Engineer
+2,4,5,6,no,yes,r programming,testing,excellent,excellent,hacking,developer,Testing and Maintainance Services,yes,Prayer books,Management,hard worker,yes,yes,Software Engineer
+7,5,8,7,yes,yes,shell programming,database security,medium,excellent,IOT,testing,Web Services,yes,Horror,Technical,hard worker,yes,no,Software Engineer
+1,2,5,8,no,yes,app development,system designing,medium,medium,data engineering,testing,Service Based,no,Health,Technical,smart worker,no,yes,Software Engineer
+1,3,8,3,no,yes,r programming,data science,medium,medium,data engineering,Business process analyst,SAaS services,no,History,Technical,hard worker,no,no,Software Engineer
+3,2,3,3,yes,yes,shell programming,game development,medium,poor,Software Engineering,system developer,Product based,yes,Art,Management,smart worker,yes,yes,Software Engineer
+1,2,5,8,yes,yes,full stack,data science,excellent,excellent,cloud computing,developer,Web Services,yes,Science,Management,smart worker,no,yes,Software Engineer
+8,4,6,8,no,no,full stack,hacking,excellent,medium,Management,cloud computing,Sales and Marketing,no,Horror,Technical,smart worker,yes,no,Software Engineer
+9,6,6,6,no,yes,app development,game development,poor,poor,Software Engineering,developer,Web Services,yes,Diaries,Technical,smart worker,no,no,Software Engineer
+6,6,3,8,no,yes,python,system designing,medium,excellent,Software Engineering,testing,Product based,no,Religion-Spirituality,Technical,hard worker,no,yes,Software Engineer
+9,6,9,9,no,yes,shell programming,data science,medium,excellent,IOT,Business process analyst,Web Services,yes,History,Management,hard worker,no,yes,Software Engineer
+3,5,2,1,no,yes,shell programming,database security,medium,medium,parallel computing,developer,Testing and Maintainance Services,no,Prayer books,Technical,smart worker,no,yes,Software Engineer
+4,3,6,3,yes,yes,information security,game development,excellent,excellent,Computer Architecture,system developer,Product based,yes,Horror,Management,smart worker,yes,yes,Software Engineer
+6,3,5,4,yes,yes,information security,testing,poor,poor,data engineering,testing,Finance,yes,Anthology,Technical,hard worker,yes,no,Software Engineer
+9,2,6,9,no,yes,r programming,game development,medium,medium,parallel computing,system developer,Service Based,yes,Biographies,Management,hard worker,yes,no,Software Engineer
+5,5,9,4,yes,yes,r programming,database security,medium,medium,IOT,system developer,Service Based,no,Travel,Technical,smart worker,no,no,Software Engineer
+7,4,4,9,no,yes,app development,testing,medium,poor,Computer Architecture,developer,Sales and Marketing,yes,Science,Technical,smart worker,no,no,Software Engineer
+3,1,4,3,yes,yes,app development,data science,poor,excellent,parallel computing,Business process analyst,Service Based,yes,Prayer books,Management,hard worker,yes,no,Software Engineer
+4,5,4,6,yes,no,information security,game development,excellent,poor,Software Engineering,testing,Testing and Maintainance Services,no,Health,Management,smart worker,yes,yes,Software Engineer
+6,2,5,3,no,yes,shell programming,cloud computing,medium,medium,programming,system developer,Service Based,no,Horror,Technical,hard worker,yes,yes,Software Engineer
+4,6,8,6,no,no,information security,data science,excellent,excellent,hacking,developer,Sales and Marketing,yes,History,Management,hard worker,no,yes,Software Engineer
+1,3,3,8,yes,no,information security,game development,medium,excellent,parallel computing,developer,Cloud Services,yes,Art,Management,smart worker,no,no,Software Engineer
+4,6,8,9,yes,yes,app development,web technologies,excellent,poor,data engineering,security,Testing and Maintainance Services,no,Journals,Management,smart worker,yes,no,Software Engineer
+9,6,4,3,yes,yes,r programming,testing,medium,poor,data engineering,security,Sales and Marketing,no,Prayer books,Technical,smart worker,no,yes,Software Engineer
+3,6,2,4,yes,yes,full stack,web technologies,medium,medium,parallel computing,cloud computing,Testing and Maintainance Services,yes,Satire,Management,hard worker,no,yes,Software Engineer
+5,4,4,4,no,yes,python,hacking,excellent,excellent,data engineering,developer,Testing and Maintainance Services,yes,Fantasy,Management,smart worker,no,no,Software Engineer
+8,4,3,6,no,no,machine learning,web technologies,excellent,excellent,Computer Architecture,developer,Finance,yes,Dictionaries,Management,smart worker,yes,no,Software Engineer
+7,0,5,2,no,no,distro making,system designing,poor,excellent,parallel computing,Business process analyst,Product based,yes,Guide,Management,hard worker,no,yes,Software Engineer
+4,6,8,9,yes,yes,full stack,database security,poor,excellent,Management,security,BPA,no,Romance,Technical,smart worker,no,yes,Software Engineer
+3,0,8,6,yes,yes,python,database security,excellent,medium,Software Engineering,system developer,BPA,no,Science fiction,Technical,smart worker,no,yes,Software Engineer
+6,3,9,5,no,no,machine learning,testing,poor,medium,data engineering,testing,Testing and Maintainance Services,no,Cookbooks,Technical,hard worker,yes,yes,Software Engineer
+2,0,7,2,yes,yes,shell programming,web technologies,medium,medium,Management,testing,product development,no,Health,Management,smart worker,yes,yes,Software Engineer
+3,0,7,2,yes,yes,shell programming,system designing,excellent,medium,Computer Architecture,Business process analyst,Service Based,no,History,Management,smart worker,yes,no,Software Engineer
+8,4,7,2,yes,no,machine learning,testing,medium,excellent,networks,cloud computing,SAaS services,yes,Health,Technical,hard worker,yes,no,Software Engineer
+5,2,5,1,yes,yes,distro making,testing,excellent,medium,Computer Architecture,testing,Product based,no,Religion-Spirituality,Technical,hard worker,yes,yes,Software Engineer
+8,0,5,6,yes,yes,shell programming,game development,excellent,poor,Computer Architecture,system developer,SAaS services,no,Math,Management,hard worker,no,no,Software Engineer
+1,0,9,3,no,no,app development,system designing,excellent,medium,Computer Architecture,Business process analyst,Product based,yes,Comics,Technical,smart worker,no,yes,Software Engineer
+9,5,9,5,no,no,python,cloud computing,excellent,medium,parallel computing,security,product development,no,Science fiction,Technical,smart worker,yes,no,Software Engineer
+1,6,1,3,yes,no,shell programming,hacking,excellent,excellent,programming,developer,BPA,no,Childrens,Technical,smart worker,no,no,Software Engineer
+4,2,5,2,no,no,full stack,data science,medium,medium,Management,Business process analyst,Sales and Marketing,yes,Health,Technical,smart worker,yes,yes,Software Engineer
+2,0,3,7,yes,no,app development,data science,medium,excellent,Software Engineering,system developer,Service Based,no,Action and Adventure,Technical,smart worker,yes,no,Software Engineer
+2,6,8,1,yes,yes,information security,game development,medium,medium,IOT,Business process analyst,Sales and Marketing,no,Math,Technical,smart worker,yes,yes,Software Engineer
+7,3,2,3,yes,yes,information security,hacking,excellent,medium,Management,developer,Testing and Maintainance Services,no,Diaries,Management,smart worker,yes,yes,Software Engineer
+7,2,9,2,yes,no,hadoop,hacking,poor,poor,parallel computing,cloud computing,Sales and Marketing,yes,Travel,Management,hard worker,yes,no,Software Engineer
+1,4,3,5,yes,no,information security,game development,medium,excellent,networks,Business process analyst,Sales and Marketing,yes,Encyclopedias,Technical,hard worker,yes,no,Software Engineer
+8,5,4,4,yes,no,python,game development,poor,excellent,Management,system developer,SAaS services,no,Guide,Management,smart worker,yes,no,Software Engineer
+3,6,2,5,no,yes,full stack,cloud computing,excellent,poor,IOT,developer,Product based,no,Drama,Management,smart worker,yes,yes,Software Engineer
+9,5,4,8,no,no,app development,testing,poor,poor,programming,Business process analyst,Testing and Maintainance Services,no,Science fiction,Technical,smart worker,no,yes,Software Engineer
+4,6,3,5,no,no,distro making,game development,medium,poor,parallel computing,cloud computing,Web Services,no,Action and Adventure,Technical,smart worker,yes,no,Software Engineer
+8,2,3,5,yes,no,machine learning,web technologies,excellent,poor,networks,testing,Cloud Services,yes,Biographies,Technical,hard worker,no,no,Software Engineer
+9,0,1,2,no,yes,full stack,database security,poor,excellent,data engineering,cloud computing,Finance,yes,Diaries,Technical,smart worker,yes,yes,Software Engineer
+2,5,4,4,no,no,hadoop,game development,medium,poor,Computer Architecture,security,Web Services,yes,Travel,Technical,hard worker,no,yes,Software Engineer
+7,1,2,3,yes,yes,python,cloud computing,poor,excellent,parallel computing,testing,product development,yes,Art,Technical,hard worker,no,no,Software Engineer
+1,2,5,1,no,yes,machine learning,testing,medium,excellent,hacking,cloud computing,Finance,no,Travel,Management,hard worker,yes,yes,Software Engineer
+6,5,8,4,no,yes,information security,hacking,poor,medium,data engineering,testing,product development,yes,Mystery,Management,hard worker,yes,no,Software Engineer
+6,2,7,2,yes,no,hadoop,hacking,medium,medium,networks,security,BPA,yes,Science,Technical,hard worker,yes,no,Software Engineer
+2,1,2,1,no,no,hadoop,database security,medium,medium,cloud computing,developer,SAaS services,no,Health,Management,smart worker,yes,yes,Software Engineer
+8,1,3,8,yes,no,app development,system designing,medium,poor,networks,system developer,Service Based,no,Diaries,Management,smart worker,yes,yes,Software Engineer
+8,5,8,9,no,yes,r programming,testing,poor,excellent,hacking,security,Web Services,no,Cookbooks,Management,smart worker,yes,yes,Software Engineer
+4,5,1,6,no,yes,information security,cloud computing,poor,poor,IOT,testing,SAaS services,yes,Satire,Management,hard worker,no,yes,Software Engineer
+2,2,7,6,yes,yes,python,game development,excellent,excellent,Software Engineering,Business process analyst,SAaS services,no,Romance,Management,hard worker,no,no,Software Engineer
+8,2,9,6,yes,yes,python,web technologies,excellent,poor,networks,testing,Finance,yes,Series,Technical,smart worker,no,yes,Software Engineer
+4,4,8,2,yes,yes,distro making,database security,excellent,poor,cloud computing,system developer,Finance,yes,Diaries,Management,hard worker,no,no,Software Engineer
+7,0,6,6,yes,no,r programming,game development,medium,medium,parallel computing,developer,Finance,yes,Action and Adventure,Technical,smart worker,no,no,Software Engineer
+9,5,7,6,yes,yes,r programming,game development,poor,medium,Computer Architecture,testing,Finance,no,Series,Management,smart worker,yes,yes,Software Engineer
+8,6,7,6,yes,yes,shell programming,hacking,poor,excellent,Software Engineering,system developer,Testing and Maintainance Services,yes,Satire,Management,smart worker,no,no,Software Engineer
+4,3,4,9,yes,yes,app development,game development,excellent,excellent,data engineering,developer,Product based,no,Self help,Technical,hard worker,yes,yes,Software Engineer
+7,4,5,6,no,yes,information security,game development,poor,medium,networks,Business process analyst,Testing and Maintainance Services,yes,Action and Adventure,Technical,hard worker,no,yes,Software Engineer
+6,6,8,3,no,yes,r programming,hacking,excellent,medium,Computer Architecture,Business process analyst,Service Based,yes,Anthology,Technical,smart worker,no,no,Software Engineer
+3,6,9,1,yes,yes,hadoop,web technologies,medium,poor,cloud computing,testing,Testing and Maintainance Services,yes,Journals,Management,hard worker,yes,yes,Software Engineer
+8,2,3,4,yes,yes,full stack,game development,poor,poor,Management,testing,product development,no,Romance,Technical,smart worker,yes,yes,Software Engineer
+7,3,6,9,yes,yes,full stack,data science,poor,excellent,IOT,cloud computing,Finance,no,Religion-Spirituality,Management,smart worker,yes,no,Software Engineer
+3,1,2,1,no,no,app development,database security,poor,medium,hacking,testing,Web Services,no,Guide,Management,smart worker,yes,no,Software Engineer
+6,5,9,1,yes,yes,full stack,data science,medium,excellent,Management,developer,Testing and Maintainance Services,no,Romance,Technical,smart worker,yes,yes,Software Engineer
+5,6,5,3,no,yes,r programming,system designing,poor,medium,networks,security,SAaS services,yes,Prayer books,Management,hard worker,yes,yes,Software Engineer
+7,3,1,2,yes,yes,python,cloud computing,excellent,excellent,IOT,developer,Finance,yes,Dictionaries,Management,hard worker,no,no,Software Engineer
+7,5,1,9,yes,yes,distro making,database security,poor,excellent,networks,security,product development,yes,Series,Management,hard worker,no,yes,Software Engineer
+9,1,2,5,no,yes,distro making,cloud computing,medium,excellent,IOT,developer,Service Based,yes,Drama,Technical,smart worker,yes,yes,Software Engineer
+2,0,1,2,no,yes,r programming,system designing,poor,medium,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Art,Technical,hard worker,no,no,Software Engineer
+3,4,8,6,yes,no,shell programming,cloud computing,excellent,medium,cloud computing,system developer,Service Based,no,Cookbooks,Technical,smart worker,yes,yes,Software Engineer
+2,5,3,4,no,no,information security,cloud computing,excellent,poor,cloud computing,security,Service Based,yes,Childrens,Management,hard worker,yes,no,Software Engineer
+8,2,3,9,yes,no,python,hacking,medium,poor,cloud computing,developer,Web Services,yes,Anthology,Technical,hard worker,yes,no,Software Engineer
+4,3,5,2,yes,no,hadoop,testing,medium,medium,Computer Architecture,cloud computing,Sales and Marketing,no,Journals,Management,smart worker,no,yes,Software Engineer
+8,4,2,7,no,yes,distro making,system designing,poor,poor,programming,Business process analyst,Sales and Marketing,no,Self help,Management,smart worker,no,yes,Software Engineer
+3,5,2,2,no,no,machine learning,testing,excellent,excellent,Management,Business process analyst,Testing and Maintainance Services,no,History,Technical,hard worker,yes,no,Software Engineer
+3,0,1,6,yes,no,distro making,system designing,poor,poor,IOT,cloud computing,Product based,no,Science fiction,Technical,smart worker,no,yes,Software Engineer
+6,5,9,5,no,yes,information security,database security,excellent,excellent,Management,developer,Finance,yes,Encyclopedias,Management,hard worker,yes,yes,Software Engineer
+9,2,1,6,no,yes,hadoop,game development,excellent,excellent,networks,developer,Web Services,yes,Satire,Management,smart worker,yes,no,Software Engineer
+9,4,5,8,yes,no,r programming,cloud computing,excellent,medium,Software Engineering,Business process analyst,Testing and Maintainance Services,no,Cookbooks,Technical,smart worker,no,no,Software Engineer
+6,5,2,8,yes,yes,machine learning,system designing,medium,poor,hacking,developer,Sales and Marketing,yes,History,Management,smart worker,no,yes,Software Engineer
+1,0,7,6,no,yes,r programming,cloud computing,medium,poor,programming,Business process analyst,Finance,no,Journals,Technical,hard worker,yes,no,Software Engineer
+4,4,9,5,yes,no,hadoop,hacking,poor,poor,programming,system developer,Testing and Maintainance Services,yes,Romance,Technical,smart worker,no,no,Software Engineer
+5,4,6,2,yes,no,python,game development,excellent,excellent,parallel computing,testing,Service Based,no,History,Technical,hard worker,no,no,Software Engineer
+2,0,6,5,yes,no,machine learning,cloud computing,medium,excellent,hacking,security,Sales and Marketing,yes,Mystery,Management,smart worker,no,no,Software Engineer
+8,1,1,4,no,yes,distro making,game development,excellent,excellent,cloud computing,security,product development,yes,Science,Management,hard worker,no,no,Software Engineer
+7,5,5,1,no,yes,python,system designing,poor,excellent,programming,system developer,Sales and Marketing,yes,Guide,Technical,smart worker,yes,no,Software Engineer
+4,6,7,8,no,no,python,cloud computing,excellent,medium,parallel computing,testing,Service Based,yes,Science fiction,Technical,smart worker,no,yes,Software Engineer
+3,1,3,5,no,no,r programming,cloud computing,medium,excellent,IOT,Business process analyst,product development,no,Series,Management,smart worker,yes,no,Software Engineer
+4,2,5,2,no,no,shell programming,testing,excellent,excellent,Software Engineering,developer,Testing and Maintainance Services,no,Trilogy,Technical,smart worker,no,no,Software Engineer
+6,3,9,4,yes,no,r programming,web technologies,medium,excellent,Computer Architecture,developer,Testing and Maintainance Services,no,Biographies,Management,smart worker,no,no,Software Engineer
+4,2,3,4,no,yes,hadoop,cloud computing,excellent,poor,Software Engineering,security,Product based,no,Series,Management,hard worker,no,no,Software Engineer
+8,0,9,1,yes,no,machine learning,data science,poor,medium,programming,testing,Testing and Maintainance Services,no,Horror,Technical,smart worker,yes,yes,Software Engineer
+8,3,2,4,yes,no,hadoop,data science,poor,poor,cloud computing,system developer,Cloud Services,no,Prayer books,Management,smart worker,yes,yes,Software Engineer
+6,0,1,8,no,yes,hadoop,web technologies,medium,medium,data engineering,cloud computing,Web Services,no,Diaries,Management,hard worker,no,no,Software Engineer
+1,6,1,8,no,no,hadoop,cloud computing,medium,poor,Management,system developer,Service Based,yes,Satire,Technical,smart worker,yes,yes,Software Engineer
+3,2,6,3,no,no,app development,system designing,excellent,excellent,parallel computing,cloud computing,Service Based,no,Romance,Management,hard worker,no,yes,Software Engineer
+6,5,3,5,no,yes,machine learning,system designing,excellent,poor,data engineering,cloud computing,BPA,yes,Art,Management,hard worker,yes,yes,Software Engineer
+8,5,8,7,no,yes,machine learning,cloud computing,medium,medium,networks,testing,Cloud Services,yes,History,Management,smart worker,no,yes,Software Engineer
+7,1,9,7,yes,yes,app development,system designing,excellent,excellent,cloud computing,cloud computing,BPA,no,Comics,Management,smart worker,yes,yes,Software Engineer
+4,2,3,7,no,yes,r programming,cloud computing,excellent,excellent,hacking,security,SAaS services,yes,Horror,Technical,smart worker,no,no,Software Engineer
+2,4,2,4,no,no,shell programming,data science,medium,poor,IOT,developer,product development,yes,Journals,Technical,hard worker,yes,yes,Software Engineer
+7,4,6,2,yes,no,python,web technologies,medium,poor,Computer Architecture,Business process analyst,SAaS services,no,Anthology,Management,hard worker,no,no,Software Engineer
+7,0,3,9,yes,yes,full stack,database security,excellent,poor,Software Engineering,Business process analyst,BPA,yes,Math,Management,smart worker,yes,no,Software Engineer
+1,6,4,5,no,no,shell programming,cloud computing,poor,medium,Software Engineering,system developer,Cloud Services,yes,Cookbooks,Technical,hard worker,no,no,Software Engineer
+2,6,3,9,yes,no,machine learning,database security,poor,medium,data engineering,developer,BPA,no,Guide,Technical,hard worker,no,no,Software Engineer
+2,4,6,4,yes,no,distro making,web technologies,medium,medium,networks,testing,Testing and Maintainance Services,yes,Science,Technical,smart worker,no,no,Software Engineer
+5,1,5,7,yes,no,shell programming,cloud computing,poor,medium,IOT,cloud computing,Sales and Marketing,yes,Art,Technical,smart worker,yes,yes,Software Engineer
+2,6,2,5,no,no,python,hacking,medium,poor,Management,cloud computing,Product based,no,Comics,Technical,hard worker,no,no,Software Engineer
+4,3,5,2,yes,no,shell programming,game development,medium,medium,Computer Architecture,system developer,Finance,no,Health,Technical,hard worker,yes,yes,Software Engineer
+9,0,9,6,yes,no,hadoop,data science,medium,excellent,Management,Business process analyst,Cloud Services,yes,Health,Management,hard worker,yes,no,Software Engineer
+2,3,1,9,no,no,python,web technologies,poor,poor,data engineering,security,SAaS services,yes,Comics,Technical,hard worker,yes,yes,Software Engineer
+8,5,1,1,yes,yes,shell programming,game development,excellent,excellent,IOT,security,Sales and Marketing,no,Satire,Technical,hard worker,no,yes,Software Engineer
+7,4,6,3,no,no,app development,web technologies,poor,medium,Management,Business process analyst,BPA,yes,Health,Technical,smart worker,yes,no,Software Engineer
+8,2,1,2,yes,yes,information security,web technologies,excellent,poor,networks,cloud computing,Finance,yes,Action and Adventure,Technical,smart worker,yes,no,Software Engineer
+4,3,7,1,no,yes,shell programming,database security,poor,poor,data engineering,cloud computing,Sales and Marketing,no,History,Management,hard worker,yes,no,Software Engineer
+2,1,1,1,no,no,hadoop,game development,poor,excellent,IOT,cloud computing,Service Based,yes,Fantasy,Management,smart worker,no,yes,Software Engineer
+7,0,8,4,yes,no,python,testing,poor,excellent,IOT,security,Sales and Marketing,no,Poetry,Technical,smart worker,no,yes,Software Engineer
+3,0,6,9,yes,yes,machine learning,hacking,medium,poor,programming,system developer,Cloud Services,yes,Comics,Management,hard worker,yes,yes,Software Engineer
+9,0,7,4,yes,no,shell programming,cloud computing,medium,excellent,Software Engineering,developer,Testing and Maintainance Services,no,Fantasy,Management,smart worker,yes,yes,Software Engineer
+5,6,3,7,yes,yes,information security,web technologies,excellent,excellent,Computer Architecture,security,SAaS services,no,Fantasy,Technical,hard worker,yes,yes,Software Engineer
+9,6,3,5,no,yes,full stack,database security,medium,poor,networks,cloud computing,SAaS services,no,Travel,Technical,hard worker,no,no,Software Engineer
+6,0,4,8,no,no,shell programming,cloud computing,excellent,medium,cloud computing,security,Testing and Maintainance Services,no,Self help,Technical,hard worker,no,no,Software Engineer
+6,5,4,6,no,no,shell programming,game development,excellent,medium,Software Engineering,system developer,Cloud Services,yes,Guide,Management,smart worker,no,no,Software Engineer
+1,1,8,8,no,yes,python,data science,excellent,poor,Software Engineering,cloud computing,Service Based,yes,Self help,Management,smart worker,yes,yes,Software Engineer
+8,6,4,2,yes,no,r programming,testing,poor,excellent,data engineering,security,BPA,no,Horror,Management,hard worker,no,no,Software Engineer
+1,1,7,8,yes,yes,hadoop,game development,excellent,medium,hacking,security,product development,yes,Poetry,Management,smart worker,yes,no,Software Engineer
+2,1,9,9,yes,no,app development,database security,poor,excellent,parallel computing,security,Web Services,no,Art,Technical,smart worker,yes,yes,Software Engineer
+8,4,8,7,yes,no,hadoop,web technologies,poor,poor,cloud computing,system developer,product development,yes,Guide,Technical,smart worker,no,yes,Software Engineer
+2,4,5,1,yes,yes,r programming,web technologies,medium,medium,programming,Business process analyst,Product based,no,Fantasy,Management,smart worker,no,yes,Software Engineer
+9,5,6,4,no,no,shell programming,database security,excellent,excellent,Management,security,product development,yes,Math,Management,smart worker,no,yes,Software Engineer
+6,1,3,5,no,no,r programming,game development,medium,excellent,IOT,security,Finance,no,Guide,Management,smart worker,no,no,Software Engineer
+5,6,5,4,yes,no,app development,hacking,medium,medium,networks,security,Cloud Services,yes,Action and Adventure,Management,hard worker,yes,no,Software Engineer
+6,1,3,9,no,no,full stack,database security,medium,excellent,networks,cloud computing,SAaS services,no,History,Management,smart worker,yes,yes,Software Engineer
+8,2,9,9,yes,no,machine learning,system designing,excellent,excellent,Software Engineering,security,product development,yes,Dictionaries,Management,smart worker,no,yes,Software Engineer
+6,2,8,3,no,yes,hadoop,database security,medium,medium,cloud computing,system developer,Web Services,yes,Health,Management,smart worker,no,no,Software Engineer
+1,0,8,4,yes,yes,r programming,database security,poor,poor,parallel computing,system developer,Web Services,no,Fantasy,Technical,hard worker,yes,no,Software Engineer
+1,1,4,4,no,yes,full stack,hacking,excellent,poor,Software Engineering,security,Cloud Services,yes,Dictionaries,Management,smart worker,no,no,Software Engineer
+5,0,4,6,no,yes,python,game development,excellent,poor,programming,cloud computing,BPA,no,Trilogy,Management,hard worker,no,no,Software Engineer
+3,0,1,4,yes,yes,full stack,data science,poor,excellent,parallel computing,cloud computing,SAaS services,yes,Travel,Management,hard worker,no,no,Software Engineer
+9,0,4,5,no,no,app development,data science,medium,excellent,Management,testing,BPA,yes,Childrens,Technical,smart worker,yes,no,Software Engineer
+2,6,5,1,yes,no,machine learning,web technologies,medium,medium,Computer Architecture,system developer,Finance,no,Series,Management,hard worker,no,yes,Software Engineer
+4,6,4,2,no,yes,python,system designing,medium,poor,hacking,security,Sales and Marketing,yes,Poetry,Technical,smart worker,yes,yes,Software Engineer
+2,2,9,9,yes,yes,full stack,testing,poor,medium,hacking,developer,BPA,no,Childrens,Technical,hard worker,no,yes,Software Engineer
+4,6,4,8,no,no,distro making,hacking,medium,poor,Management,security,Web Services,no,Mystery,Technical,smart worker,no,no,Software Engineer
+8,0,9,7,yes,yes,hadoop,data science,poor,medium,Computer Architecture,testing,Service Based,no,Fantasy,Management,smart worker,no,yes,Software Engineer
+6,4,9,1,yes,yes,machine learning,cloud computing,excellent,poor,hacking,Business process analyst,Service Based,no,Self help,Management,smart worker,no,yes,Software Engineer
+5,5,6,7,no,no,information security,system designing,poor,medium,data engineering,security,Testing and Maintainance Services,no,Art,Management,hard worker,no,yes,Software Engineer
+1,1,9,3,yes,yes,machine learning,web technologies,excellent,poor,programming,cloud computing,Service Based,no,Dictionaries,Technical,hard worker,no,no,Software Engineer
+3,4,4,7,no,no,distro making,system designing,medium,poor,Computer Architecture,developer,SAaS services,yes,Mystery,Management,smart worker,yes,no,Software Engineer
+1,5,7,7,no,no,distro making,database security,excellent,medium,cloud computing,developer,Finance,no,Health,Management,hard worker,yes,no,Software Engineer
+5,5,9,6,no,yes,machine learning,testing,poor,medium,parallel computing,testing,Testing and Maintainance Services,no,Travel,Technical,hard worker,no,no,Software Engineer
+2,5,7,1,no,no,hadoop,database security,poor,medium,cloud computing,system developer,Web Services,yes,Health,Management,hard worker,yes,no,Software Engineer
+2,2,8,4,no,no,machine learning,testing,excellent,excellent,data engineering,developer,Product based,no,Self help,Management,hard worker,yes,no,Software Engineer
+3,6,6,7,no,no,app development,hacking,poor,excellent,networks,system developer,BPA,yes,Horror,Management,smart worker,yes,yes,Software Engineer
+8,3,6,5,no,no,r programming,system designing,excellent,medium,Management,system developer,Product based,yes,Health,Management,hard worker,yes,yes,Software Engineer
+7,0,1,8,yes,yes,machine learning,hacking,excellent,poor,programming,developer,Sales and Marketing,yes,Health,Management,hard worker,no,no,Software Engineer
+6,5,5,7,yes,yes,hadoop,system designing,medium,medium,programming,cloud computing,BPA,yes,Mystery,Management,smart worker,yes,no,Software Engineer
+7,3,4,6,no,yes,distro making,game development,medium,poor,cloud computing,security,Finance,no,Science fiction,Management,hard worker,no,yes,Software Engineer
+5,1,1,2,yes,no,app development,database security,poor,poor,parallel computing,cloud computing,Testing and Maintainance Services,no,Science,Technical,smart worker,yes,yes,Software Engineer
+5,4,2,5,yes,yes,app development,game development,poor,excellent,Management,system developer,Sales and Marketing,no,Guide,Management,hard worker,no,yes,Software Engineer
+1,0,9,8,yes,no,python,system designing,excellent,excellent,Software Engineering,cloud computing,BPA,no,Horror,Technical,smart worker,no,yes,Software Engineer
+9,0,2,5,yes,no,machine learning,system designing,medium,excellent,parallel computing,testing,product development,yes,Dictionaries,Management,smart worker,yes,no,Software Engineer
+1,2,4,7,no,no,information security,database security,medium,excellent,Computer Architecture,cloud computing,Finance,yes,History,Management,smart worker,no,yes,Software Engineer
+1,5,8,8,yes,no,machine learning,web technologies,poor,poor,programming,Business process analyst,Sales and Marketing,no,Guide,Technical,smart worker,no,yes,Software Engineer
+2,0,3,5,yes,no,python,cloud computing,excellent,excellent,Software Engineering,cloud computing,product development,yes,Comics,Management,smart worker,no,no,Software Engineer
+2,6,6,2,no,no,r programming,web technologies,medium,excellent,IOT,testing,Sales and Marketing,yes,Autobiographies,Technical,hard worker,yes,no,Software Engineer
+9,4,7,4,yes,yes,full stack,database security,poor,poor,parallel computing,security,Web Services,yes,Health,Management,smart worker,yes,yes,Software Engineer
+7,0,9,1,yes,yes,full stack,data science,medium,medium,cloud computing,testing,Service Based,no,Religion-Spirituality,Management,smart worker,no,no,Software Engineer
+4,5,5,3,yes,yes,information security,system designing,excellent,medium,Software Engineering,developer,Testing and Maintainance Services,yes,Drama,Technical,smart worker,yes,no,Software Engineer
+8,5,2,8,yes,no,app development,game development,excellent,medium,cloud computing,security,Cloud Services,yes,Religion-Spirituality,Management,smart worker,yes,no,Software Engineer
+2,5,8,4,no,yes,app development,game development,medium,medium,programming,security,Web Services,no,Science fiction,Management,hard worker,no,no,Software Engineer
+1,3,8,3,no,no,python,web technologies,medium,poor,parallel computing,system developer,product development,no,Romance,Technical,smart worker,no,yes,Software Engineer
+7,0,5,1,no,yes,distro making,database security,medium,excellent,Software Engineering,Business process analyst,Testing and Maintainance Services,yes,Travel,Management,hard worker,yes,yes,Software Engineer
+4,3,7,2,yes,yes,r programming,data science,excellent,poor,cloud computing,Business process analyst,Cloud Services,yes,Satire,Technical,smart worker,yes,yes,Software Engineer
+9,0,9,9,no,no,app development,web technologies,excellent,poor,parallel computing,security,Sales and Marketing,yes,Religion-Spirituality,Management,smart worker,yes,no,Software Engineer
+8,0,4,6,yes,yes,hadoop,web technologies,medium,medium,parallel computing,security,Web Services,no,Horror,Technical,hard worker,yes,no,Software Engineer
+2,0,1,2,no,yes,information security,game development,medium,excellent,networks,developer,Cloud Services,no,Horror,Technical,hard worker,no,yes,Software Engineer
+1,5,5,6,no,no,python,database security,excellent,poor,Computer Architecture,Business process analyst,Finance,no,Religion-Spirituality,Management,smart worker,yes,yes,Software Engineer
+1,3,2,2,no,no,distro making,system designing,medium,poor,IOT,system developer,Testing and Maintainance Services,yes,Dictionaries,Technical,smart worker,yes,yes,Software Engineer
+3,3,7,1,yes,no,information security,database security,medium,medium,hacking,system developer,Sales and Marketing,yes,Health,Technical,smart worker,yes,yes,Software Engineer
+6,4,4,1,no,yes,shell programming,cloud computing,excellent,poor,Management,cloud computing,Finance,no,Drama,Management,smart worker,yes,yes,Software Engineer
+2,4,7,3,yes,no,distro making,web technologies,medium,medium,cloud computing,cloud computing,Product based,yes,Travel,Management,hard worker,yes,no,Software Engineer
+1,5,7,5,yes,yes,r programming,testing,poor,medium,Computer Architecture,Business process analyst,product development,yes,Journals,Technical,smart worker,no,no,Software Engineer
+7,1,6,2,yes,yes,hadoop,hacking,excellent,medium,data engineering,system developer,Product based,no,Childrens,Management,hard worker,yes,yes,Software Engineer
+8,2,2,6,yes,yes,machine learning,database security,medium,poor,cloud computing,cloud computing,Sales and Marketing,yes,Self help,Management,smart worker,yes,yes,Software Engineer
+5,5,1,5,yes,no,full stack,hacking,poor,medium,cloud computing,Business process analyst,Sales and Marketing,yes,Action and Adventure,Technical,smart worker,no,no,Software Engineer
+8,0,5,2,no,no,machine learning,data science,excellent,excellent,Computer Architecture,system developer,Cloud Services,yes,Health,Technical,smart worker,no,no,Software Engineer
+4,6,4,1,no,no,app development,cloud computing,excellent,poor,Computer Architecture,developer,Cloud Services,no,Health,Technical,smart worker,no,no,Software Engineer
+7,0,3,9,no,yes,shell programming,web technologies,medium,medium,Computer Architecture,testing,Finance,yes,Science fiction,Technical,hard worker,yes,no,Software Engineer
+8,5,2,2,yes,no,machine learning,data science,medium,poor,networks,testing,Finance,no,Art,Management,smart worker,no,no,Software Engineer
+6,2,7,3,no,yes,information security,web technologies,excellent,excellent,programming,developer,Testing and Maintainance Services,no,Poetry,Management,hard worker,yes,no,Software Engineer
+2,2,8,4,yes,no,shell programming,data science,medium,poor,IOT,cloud computing,Web Services,no,Biographies,Technical,smart worker,no,no,Software Engineer
+8,0,9,2,no,no,app development,cloud computing,poor,medium,programming,cloud computing,Testing and Maintainance Services,no,Autobiographies,Technical,smart worker,no,yes,Software Engineer
+5,1,9,2,yes,yes,hadoop,web technologies,medium,excellent,Computer Architecture,developer,SAaS services,yes,History,Management,smart worker,yes,no,Software Engineer
+1,5,9,9,no,yes,r programming,cloud computing,poor,excellent,parallel computing,developer,Sales and Marketing,yes,Self help,Management,hard worker,no,yes,Software Engineer
+6,0,4,3,no,no,app development,system designing,poor,poor,programming,security,Product based,yes,Self help,Technical,smart worker,no,no,Software Engineer
+4,6,4,6,no,no,hadoop,database security,excellent,poor,hacking,developer,Product based,yes,Journals,Management,hard worker,no,no,Software Engineer
+9,5,5,9,no,yes,distro making,system designing,poor,poor,Management,security,product development,yes,Diaries,Technical,hard worker,no,no,Software Engineer
+9,4,4,8,no,no,hadoop,game development,medium,poor,Management,system developer,Testing and Maintainance Services,yes,Guide,Technical,smart worker,no,no,Software Engineer
+8,0,3,3,no,yes,information security,database security,poor,poor,Software Engineering,security,Web Services,no,Autobiographies,Management,smart worker,no,no,Software Engineer
+1,6,1,8,no,no,python,database security,excellent,poor,networks,cloud computing,product development,yes,Action and Adventure,Management,hard worker,no,no,Software Engineer
+1,5,4,1,no,no,machine learning,game development,poor,excellent,data engineering,developer,Finance,yes,Autobiographies,Management,smart worker,no,no,Software Engineer
+3,5,9,2,no,yes,hadoop,cloud computing,excellent,excellent,hacking,testing,Product based,no,Travel,Management,hard worker,no,yes,Software Engineer
+9,6,3,3,yes,yes,r programming,database security,poor,medium,cloud computing,testing,Sales and Marketing,no,Horror,Technical,smart worker,no,yes,Software Engineer
+6,1,7,1,no,no,information security,hacking,excellent,poor,hacking,security,Product based,no,Childrens,Management,hard worker,yes,yes,Software Engineer
+9,5,7,2,no,yes,information security,hacking,medium,excellent,cloud computing,cloud computing,BPA,no,Mystery,Management,smart worker,yes,no,Software Engineer
+5,0,9,8,no,yes,machine learning,system designing,excellent,poor,parallel computing,system developer,Cloud Services,yes,Trilogy,Technical,smart worker,yes,no,Software Engineer
+8,4,7,4,yes,yes,python,web technologies,excellent,excellent,programming,Business process analyst,Cloud Services,yes,Dictionaries,Management,smart worker,yes,yes,Software Engineer
+5,3,1,2,no,yes,machine learning,testing,poor,excellent,Management,security,BPA,no,Encyclopedias,Technical,hard worker,yes,yes,Software Engineer
+3,0,9,9,no,no,python,testing,excellent,poor,parallel computing,developer,Web Services,no,Series,Technical,smart worker,no,no,Software Engineer
+4,5,9,6,no,no,full stack,database security,poor,excellent,Management,system developer,Service Based,no,Trilogy,Technical,hard worker,yes,yes,Software Engineer
+7,3,9,1,no,no,r programming,database security,poor,medium,parallel computing,system developer,BPA,yes,Childrens,Technical,smart worker,no,no,Software Engineer
+1,6,6,8,yes,yes,app development,database security,poor,excellent,programming,developer,Web Services,yes,Science fiction,Technical,hard worker,no,no,Software Engineer
+5,2,2,8,no,no,machine learning,hacking,poor,medium,parallel computing,Business process analyst,Product based,yes,Self help,Technical,hard worker,yes,no,Software Engineer
+3,2,9,2,no,yes,full stack,testing,medium,excellent,IOT,developer,SAaS services,no,Horror,Management,hard worker,no,yes,Software Engineer
+3,1,5,4,no,yes,app development,hacking,poor,medium,networks,developer,Finance,no,Health,Management,smart worker,no,yes,Software Engineer
+7,3,4,2,no,no,machine learning,cloud computing,poor,poor,IOT,cloud computing,Finance,no,Poetry,Technical,hard worker,no,no,Software Engineer
+9,1,5,2,no,no,python,web technologies,excellent,poor,programming,security,product development,no,Autobiographies,Management,smart worker,no,no,Software Engineer
+2,1,8,6,yes,yes,information security,web technologies,medium,medium,parallel computing,cloud computing,Testing and Maintainance Services,yes,Horror,Technical,smart worker,yes,yes,Software Engineer
+8,0,1,2,yes,yes,shell programming,web technologies,excellent,excellent,IOT,developer,Finance,yes,Fantasy,Technical,hard worker,no,no,Software Engineer
+7,3,8,5,no,yes,information security,game development,excellent,poor,networks,Business process analyst,Finance,yes,Prayer books,Technical,hard worker,no,yes,Software Engineer
+9,4,7,9,no,no,r programming,hacking,excellent,excellent,Management,testing,product development,yes,Math,Technical,smart worker,no,yes,Software Engineer
+2,1,6,6,no,yes,machine learning,database security,poor,poor,Computer Architecture,developer,Service Based,no,Drama,Technical,smart worker,no,yes,Software Engineer
+6,6,6,6,no,no,full stack,testing,medium,excellent,programming,cloud computing,Web Services,yes,Comics,Management,hard worker,yes,yes,Software Engineer
+1,3,1,7,no,yes,distro making,web technologies,poor,excellent,IOT,Business process analyst,Service Based,no,Art,Management,hard worker,no,no,Software Engineer
+5,3,4,4,no,no,information security,hacking,poor,medium,hacking,Business process analyst,Web Services,yes,Journals,Technical,hard worker,yes,yes,Software Engineer
+2,2,9,7,no,no,app development,game development,excellent,poor,programming,Business process analyst,product development,no,Mystery,Management,smart worker,no,yes,Software Engineer
+2,1,3,7,no,yes,python,data science,poor,medium,data engineering,cloud computing,Finance,yes,Satire,Management,hard worker,yes,yes,Software Engineer
+9,6,1,4,no,no,python,system designing,poor,poor,parallel computing,system developer,Testing and Maintainance Services,yes,Series,Management,hard worker,no,no,Software Engineer
+6,6,4,5,yes,yes,r programming,system designing,poor,medium,Computer Architecture,Business process analyst,Product based,yes,Journals,Management,hard worker,no,yes,Software Engineer
+6,4,1,7,no,yes,python,web technologies,medium,medium,IOT,testing,Service Based,yes,Cookbooks,Technical,hard worker,yes,yes,Software Engineer
+7,1,3,4,no,no,information security,game development,excellent,excellent,programming,cloud computing,Product based,yes,Health,Technical,smart worker,yes,yes,Software Engineer
+3,1,6,3,no,no,full stack,system designing,medium,poor,programming,security,Cloud Services,yes,Cookbooks,Management,hard worker,yes,yes,Software Engineer
+1,0,1,7,yes,no,shell programming,testing,excellent,poor,networks,Business process analyst,Finance,yes,Childrens,Technical,smart worker,no,yes,Software Engineer
+6,5,8,1,yes,no,machine learning,system designing,excellent,poor,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Guide,Technical,hard worker,no,yes,Software Engineer
+4,4,2,8,no,yes,shell programming,cloud computing,medium,excellent,IOT,Business process analyst,SAaS services,yes,Biographies,Technical,smart worker,yes,no,Software Engineer
+3,5,9,8,yes,no,full stack,web technologies,medium,excellent,hacking,testing,BPA,yes,Science,Technical,hard worker,no,yes,Software Engineer
+9,1,9,8,no,no,python,game development,poor,excellent,data engineering,security,product development,yes,Poetry,Management,smart worker,no,no,Software Engineer
+2,6,2,8,yes,yes,python,hacking,poor,medium,networks,security,Web Services,no,Self help,Technical,hard worker,yes,no,Software Engineer
+5,3,9,2,no,yes,distro making,system designing,medium,medium,Software Engineering,Business process analyst,product development,no,Horror,Technical,smart worker,no,no,Software Engineer
+9,6,3,3,no,no,distro making,game development,poor,excellent,programming,system developer,Product based,yes,Art,Management,hard worker,yes,yes,Software Engineer
+4,0,2,2,yes,no,full stack,database security,poor,excellent,parallel computing,security,BPA,yes,Dictionaries,Management,smart worker,no,yes,Software Engineer
+7,1,4,1,yes,no,python,database security,excellent,medium,hacking,cloud computing,product development,yes,Cookbooks,Technical,smart worker,no,no,Software Engineer
+9,0,8,9,no,yes,distro making,cloud computing,medium,medium,data engineering,testing,Web Services,no,Mystery,Technical,smart worker,yes,yes,Software Engineer
+1,6,4,6,yes,yes,machine learning,hacking,medium,excellent,networks,system developer,product development,yes,Encyclopedias,Management,smart worker,no,yes,Software Engineer
+4,2,9,7,yes,no,app development,data science,medium,excellent,IOT,security,Cloud Services,no,Childrens,Management,smart worker,yes,no,Software Engineer
+3,1,6,7,yes,no,full stack,cloud computing,medium,poor,IOT,cloud computing,Service Based,no,Childrens,Technical,hard worker,no,yes,Software Engineer
+4,5,6,6,yes,yes,python,web technologies,poor,poor,cloud computing,cloud computing,Cloud Services,no,Self help,Technical,hard worker,yes,yes,Software Engineer
+4,5,4,4,no,no,app development,system designing,medium,excellent,IOT,testing,Cloud Services,yes,Art,Management,hard worker,no,yes,Software Engineer
+2,2,7,7,yes,yes,hadoop,game development,excellent,medium,parallel computing,security,SAaS services,yes,Childrens,Management,smart worker,no,no,Software Engineer
+3,6,9,5,no,yes,shell programming,testing,medium,medium,programming,testing,Service Based,no,Satire,Technical,hard worker,yes,yes,Software Engineer
+5,0,7,3,no,no,hadoop,database security,excellent,poor,cloud computing,Business process analyst,Sales and Marketing,no,Childrens,Technical,smart worker,no,yes,Software Engineer
+6,6,9,8,no,yes,machine learning,web technologies,poor,medium,Software Engineering,security,Product based,no,Religion-Spirituality,Management,smart worker,no,yes,Software Engineer
+2,0,3,2,yes,no,full stack,database security,excellent,poor,hacking,developer,Sales and Marketing,yes,Satire,Management,smart worker,no,yes,Software Engineer
+1,3,1,1,no,yes,machine learning,data science,excellent,medium,cloud computing,security,product development,yes,Religion-Spirituality,Technical,hard worker,yes,no,Software Engineer
+6,6,3,4,yes,no,machine learning,data science,excellent,poor,programming,developer,product development,no,Horror,Management,hard worker,yes,no,Software Engineer
+3,6,8,6,yes,yes,information security,system designing,poor,excellent,Computer Architecture,cloud computing,Finance,no,Dictionaries,Management,hard worker,yes,no,Software Engineer
+5,4,6,9,no,yes,app development,cloud computing,excellent,medium,Computer Architecture,security,SAaS services,yes,Science,Management,hard worker,no,no,Software Engineer
+9,0,1,5,no,no,r programming,data science,poor,excellent,Computer Architecture,security,Product based,yes,Childrens,Management,hard worker,yes,no,Software Engineer
+2,0,7,2,no,no,python,cloud computing,excellent,medium,programming,developer,SAaS services,no,Diaries,Management,hard worker,yes,yes,Software Engineer
+2,4,2,9,yes,no,full stack,system designing,medium,poor,cloud computing,system developer,Finance,yes,Science fiction,Management,hard worker,no,no,Software Engineer
+8,3,3,4,yes,yes,r programming,cloud computing,excellent,excellent,parallel computing,testing,Testing and Maintainance Services,yes,Journals,Technical,hard worker,yes,yes,Software Engineer
+9,5,9,3,yes,yes,r programming,testing,medium,poor,cloud computing,security,Web Services,no,Poetry,Management,hard worker,yes,yes,Software Engineer
+6,6,2,4,no,yes,r programming,game development,medium,poor,hacking,system developer,Cloud Services,no,Science,Management,smart worker,no,yes,Software Engineer
+3,1,4,3,yes,yes,full stack,database security,medium,poor,Computer Architecture,cloud computing,Web Services,no,Romance,Management,hard worker,yes,yes,Software Engineer
+3,5,4,8,yes,no,shell programming,cloud computing,poor,medium,data engineering,testing,SAaS services,no,Encyclopedias,Management,smart worker,yes,yes,Software Engineer
+5,6,9,6,yes,no,hadoop,web technologies,medium,excellent,programming,system developer,BPA,no,Prayer books,Management,smart worker,yes,yes,Software Engineer
+5,4,2,8,yes,no,app development,cloud computing,medium,poor,Computer Architecture,Business process analyst,Sales and Marketing,no,Guide,Technical,smart worker,yes,no,Software Engineer
+9,6,1,9,no,no,python,hacking,medium,excellent,Software Engineering,Business process analyst,Finance,no,Health,Technical,hard worker,yes,no,Software Engineer
+9,3,9,1,yes,yes,hadoop,web technologies,medium,excellent,Computer Architecture,Business process analyst,BPA,no,Comics,Management,smart worker,no,no,Software Engineer
+4,1,8,6,no,yes,r programming,cloud computing,poor,medium,Computer Architecture,system developer,Product based,no,Diaries,Technical,hard worker,yes,yes,Software Engineer
+6,6,5,8,yes,yes,app development,testing,excellent,excellent,Software Engineering,testing,Service Based,no,Health,Management,smart worker,no,yes,Software Engineer
+7,2,9,7,no,no,full stack,testing,medium,poor,hacking,cloud computing,Finance,yes,Comics,Technical,smart worker,no,no,Software Engineer
+3,3,1,8,yes,no,machine learning,data science,medium,excellent,Software Engineering,developer,Testing and Maintainance Services,yes,Mystery,Technical,hard worker,yes,yes,Software Engineer
+7,6,8,9,no,yes,r programming,data science,medium,excellent,cloud computing,security,BPA,yes,Trilogy,Management,hard worker,no,no,Software Engineer
+7,6,2,4,yes,no,shell programming,data science,poor,medium,cloud computing,Business process analyst,product development,no,Health,Technical,hard worker,no,no,Software Engineer
+5,3,3,8,no,yes,machine learning,web technologies,poor,excellent,Software Engineering,cloud computing,SAaS services,yes,Action and Adventure,Technical,hard worker,no,yes,Software Engineer
+8,2,8,2,yes,yes,information security,hacking,excellent,medium,Computer Architecture,system developer,product development,no,Series,Technical,smart worker,no,yes,Software Engineer
+7,1,9,6,no,no,shell programming,system designing,medium,excellent,data engineering,testing,Service Based,no,Anthology,Technical,hard worker,no,yes,Software Engineer
+7,2,2,2,no,yes,app development,hacking,excellent,poor,Computer Architecture,testing,Product based,yes,Horror,Management,hard worker,no,yes,Software Engineer
+4,5,7,6,no,yes,hadoop,data science,medium,medium,programming,security,Cloud Services,yes,Horror,Management,hard worker,no,yes,Software Engineer
+8,2,6,2,yes,yes,r programming,database security,poor,poor,IOT,developer,Sales and Marketing,yes,Autobiographies,Technical,hard worker,no,yes,Software Engineer
+5,1,9,5,yes,no,information security,database security,medium,excellent,IOT,Business process analyst,SAaS services,no,Diaries,Technical,hard worker,yes,no,Software Engineer
+8,5,9,6,yes,no,full stack,data science,excellent,poor,parallel computing,testing,SAaS services,no,Childrens,Management,hard worker,no,no,Software Engineer
+5,4,2,9,yes,no,distro making,cloud computing,excellent,medium,programming,Business process analyst,BPA,no,Journals,Management,hard worker,yes,no,Software Engineer
+4,3,2,7,yes,yes,hadoop,testing,excellent,poor,Computer Architecture,cloud computing,Product based,no,Poetry,Technical,hard worker,no,no,Software Engineer
+8,3,2,3,yes,no,information security,web technologies,excellent,medium,networks,system developer,product development,yes,Horror,Management,hard worker,yes,yes,Software Engineer
+8,1,9,1,yes,yes,full stack,data science,medium,excellent,hacking,testing,BPA,yes,Science,Management,smart worker,yes,yes,Software Engineer
+2,3,9,5,no,yes,information security,database security,excellent,poor,IOT,security,Sales and Marketing,yes,Health,Technical,smart worker,yes,no,Software Engineer
+5,6,5,9,yes,no,r programming,system designing,poor,excellent,data engineering,testing,BPA,no,Anthology,Management,hard worker,yes,no,Software Engineer
+4,5,3,9,no,yes,app development,testing,excellent,poor,networks,testing,product development,no,Biographies,Technical,smart worker,yes,no,Software Engineer
+2,4,9,7,yes,no,full stack,web technologies,poor,poor,hacking,Business process analyst,Testing and Maintainance Services,no,Health,Management,hard worker,yes,yes,Software Engineer
+4,6,1,5,yes,no,r programming,data science,medium,excellent,hacking,security,Cloud Services,yes,Biographies,Management,hard worker,no,no,Software Engineer
+3,0,4,4,yes,no,app development,web technologies,excellent,excellent,Computer Architecture,system developer,Sales and Marketing,no,Diaries,Management,smart worker,no,no,Software Engineer
+6,6,7,1,yes,no,python,hacking,medium,excellent,data engineering,security,Web Services,yes,Guide,Technical,smart worker,no,yes,Software Engineer
+4,4,7,5,no,no,shell programming,web technologies,excellent,medium,Management,testing,Web Services,no,Drama,Technical,hard worker,yes,no,Software Engineer
+4,3,8,7,no,yes,machine learning,database security,poor,medium,IOT,Business process analyst,BPA,yes,Diaries,Management,smart worker,no,no,Software Engineer
+4,0,1,7,yes,yes,information security,hacking,poor,poor,Software Engineering,system developer,Sales and Marketing,yes,Journals,Technical,hard worker,no,no,Software Engineer
+7,5,1,7,yes,yes,machine learning,testing,poor,medium,Software Engineering,Business process analyst,Sales and Marketing,no,Self help,Management,smart worker,yes,no,Software Engineer
+6,2,1,8,yes,yes,distro making,data science,poor,excellent,programming,developer,Cloud Services,yes,History,Management,smart worker,yes,yes,Software Engineer
+4,3,4,9,no,yes,python,testing,poor,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Cookbooks,Technical,hard worker,no,no,Software Engineer
+7,5,4,1,yes,yes,python,game development,poor,excellent,networks,system developer,Cloud Services,yes,Math,Technical,smart worker,yes,yes,Software Engineer
+1,6,8,9,no,no,information security,testing,poor,poor,parallel computing,security,SAaS services,no,Science,Technical,smart worker,yes,no,Software Engineer
+4,1,6,5,no,no,shell programming,hacking,medium,poor,data engineering,developer,BPA,no,Health,Management,smart worker,no,no,Software Engineer
+9,3,5,5,yes,yes,information security,web technologies,excellent,medium,networks,developer,Web Services,no,Science fiction,Management,hard worker,yes,no,Software Engineer
+5,6,4,7,yes,yes,machine learning,database security,medium,medium,Software Engineering,system developer,Sales and Marketing,no,Self help,Technical,smart worker,yes,no,Software Engineer
+5,2,3,6,no,yes,information security,web technologies,poor,poor,parallel computing,security,Sales and Marketing,no,Poetry,Technical,smart worker,yes,no,Software Engineer
+7,2,6,3,no,no,full stack,hacking,excellent,excellent,Software Engineering,developer,product development,yes,Horror,Management,smart worker,no,yes,Software Engineer
+5,5,9,8,no,yes,full stack,hacking,poor,medium,hacking,cloud computing,Finance,no,Comics,Management,smart worker,yes,yes,Software Engineer
+1,3,5,7,yes,no,information security,web technologies,excellent,excellent,Management,cloud computing,Product based,no,Guide,Technical,smart worker,no,yes,Software Engineer
+8,4,4,6,no,no,information security,system designing,poor,medium,Software Engineering,cloud computing,Product based,yes,Childrens,Technical,smart worker,no,yes,Software Engineer
+9,3,1,2,no,yes,full stack,game development,poor,excellent,hacking,testing,Cloud Services,yes,History,Management,hard worker,no,no,Software Engineer
+6,6,2,2,yes,yes,app development,system designing,medium,poor,parallel computing,security,Web Services,yes,Horror,Technical,hard worker,no,no,Software Engineer
+2,4,4,1,no,yes,python,system designing,medium,excellent,programming,testing,Product based,no,Satire,Technical,smart worker,yes,no,Software Engineer
+7,0,4,5,yes,no,hadoop,game development,medium,excellent,parallel computing,Business process analyst,product development,no,Science,Management,smart worker,no,no,Software Engineer
+6,4,2,8,yes,no,machine learning,system designing,poor,excellent,IOT,testing,BPA,no,Autobiographies,Technical,smart worker,yes,no,Software Engineer
+3,0,8,1,yes,no,app development,cloud computing,poor,excellent,networks,developer,Cloud Services,yes,Travel,Management,smart worker,no,yes,Software Engineer
+9,5,9,6,yes,no,python,database security,medium,excellent,Software Engineering,testing,Testing and Maintainance Services,yes,Self help,Technical,smart worker,yes,no,Software Engineer
+9,2,4,7,no,no,python,data science,poor,poor,Software Engineering,security,Testing and Maintainance Services,yes,Anthology,Management,hard worker,no,no,Software Engineer
+5,1,3,2,yes,yes,shell programming,system designing,poor,poor,Software Engineering,developer,Finance,yes,Self help,Technical,smart worker,yes,no,Software Engineer
+7,4,4,4,no,yes,distro making,data science,excellent,poor,Management,testing,SAaS services,no,Poetry,Management,smart worker,yes,yes,Software Engineer
+2,2,9,8,no,yes,python,cloud computing,medium,medium,programming,developer,product development,no,Guide,Management,smart worker,no,yes,Software Engineer
+6,5,1,6,no,no,app development,database security,excellent,excellent,data engineering,system developer,SAaS services,yes,Diaries,Technical,smart worker,yes,yes,Software Engineer
+4,6,9,1,yes,yes,full stack,database security,medium,medium,data engineering,security,BPA,yes,Prayer books,Management,hard worker,yes,no,Software Engineer
+8,6,8,4,no,no,full stack,cloud computing,poor,poor,Management,security,Testing and Maintainance Services,yes,Guide,Management,smart worker,yes,yes,Software Engineer
+4,3,2,9,yes,yes,r programming,data science,poor,poor,programming,security,Cloud Services,yes,Diaries,Technical,hard worker,yes,no,Software Engineer
+6,3,9,7,yes,yes,python,hacking,poor,poor,programming,security,product development,no,Autobiographies,Management,hard worker,no,no,Software Engineer
+2,6,4,8,yes,no,r programming,cloud computing,poor,excellent,Software Engineering,testing,Sales and Marketing,no,Drama,Management,smart worker,no,no,Software Engineer
+9,6,7,6,yes,yes,information security,database security,medium,medium,Software Engineering,system developer,Product based,yes,Series,Management,hard worker,yes,no,Software Engineer
+5,2,6,6,yes,no,r programming,game development,poor,medium,Computer Architecture,testing,Sales and Marketing,yes,Health,Technical,smart worker,no,yes,Software Engineer
+9,2,7,2,no,yes,app development,data science,poor,excellent,Computer Architecture,cloud computing,Service Based,yes,Health,Management,smart worker,no,yes,Software Engineer
+8,0,3,9,no,no,python,testing,medium,excellent,programming,testing,Testing and Maintainance Services,yes,Health,Management,smart worker,yes,yes,Software Engineer
+6,6,8,1,no,yes,information security,system designing,poor,medium,programming,cloud computing,Service Based,yes,Autobiographies,Management,smart worker,no,no,Software Engineer
+1,0,4,6,no,no,shell programming,system designing,medium,poor,Software Engineering,developer,Web Services,no,Satire,Technical,smart worker,no,no,Software Engineer
+1,1,6,8,no,yes,hadoop,data science,medium,excellent,parallel computing,Business process analyst,Testing and Maintainance Services,yes,History,Management,smart worker,no,yes,Software Engineer
+7,2,5,3,yes,yes,hadoop,web technologies,poor,excellent,hacking,cloud computing,product development,yes,Diaries,Technical,hard worker,yes,yes,Software Engineer
+1,4,3,7,no,yes,information security,web technologies,medium,medium,Computer Architecture,Business process analyst,Cloud Services,no,Horror,Management,smart worker,yes,yes,Software Engineer
+7,5,2,9,yes,yes,machine learning,system designing,medium,poor,hacking,Business process analyst,Finance,no,Art,Management,smart worker,yes,yes,Software Engineer
+6,3,9,8,no,no,shell programming,web technologies,excellent,excellent,parallel computing,cloud computing,Service Based,yes,Guide,Management,hard worker,yes,no,Software Engineer
+4,6,3,2,no,no,full stack,cloud computing,poor,excellent,Software Engineering,system developer,SAaS services,no,Romance,Technical,hard worker,no,yes,Software Engineer
+2,3,7,4,no,yes,information security,database security,medium,poor,hacking,developer,Web Services,no,Art,Management,smart worker,yes,yes,Software Engineer
+4,6,3,5,no,no,hadoop,testing,medium,poor,networks,cloud computing,SAaS services,yes,Science,Technical,smart worker,no,yes,Software Engineer
+4,2,5,3,no,no,python,web technologies,medium,medium,cloud computing,security,Web Services,no,Encyclopedias,Technical,smart worker,no,yes,Software Engineer
+1,0,9,2,no,no,python,game development,poor,medium,Management,testing,Cloud Services,no,Encyclopedias,Management,hard worker,no,no,Software Engineer
+9,3,5,3,yes,no,app development,data science,excellent,excellent,Computer Architecture,security,BPA,yes,Comics,Management,smart worker,no,no,Software Engineer
+5,5,3,3,no,yes,r programming,hacking,poor,excellent,hacking,developer,Finance,yes,Childrens,Technical,smart worker,no,no,Software Engineer
+1,4,5,1,yes,no,information security,database security,poor,poor,hacking,security,Testing and Maintainance Services,yes,Romance,Technical,smart worker,no,yes,Software Engineer
+2,3,3,6,no,no,full stack,web technologies,excellent,excellent,cloud computing,security,Sales and Marketing,no,Health,Management,hard worker,no,yes,Software Engineer
+7,2,3,2,no,yes,r programming,game development,poor,excellent,programming,system developer,SAaS services,yes,Cookbooks,Management,hard worker,no,yes,Software Engineer
+5,3,2,2,no,yes,r programming,hacking,poor,excellent,cloud computing,developer,Sales and Marketing,yes,Travel,Management,smart worker,no,yes,Software Engineer
+6,4,3,9,yes,no,app development,game development,excellent,poor,networks,testing,Product based,yes,Trilogy,Management,smart worker,no,yes,Software Engineer
+5,5,8,1,no,no,machine learning,testing,medium,excellent,hacking,testing,Testing and Maintainance Services,no,Self help,Technical,smart worker,no,no,Software Engineer
+8,2,8,4,no,no,full stack,testing,poor,poor,parallel computing,system developer,Service Based,no,Self help,Technical,hard worker,yes,yes,Software Engineer
+3,5,5,8,no,yes,app development,hacking,excellent,medium,Management,system developer,BPA,yes,Travel,Technical,smart worker,no,yes,Software Engineer
+4,0,6,7,yes,no,hadoop,database security,medium,poor,cloud computing,Business process analyst,Cloud Services,no,History,Management,hard worker,yes,no,Software Engineer
+9,1,9,4,yes,yes,machine learning,testing,medium,excellent,Management,cloud computing,Cloud Services,no,Guide,Management,hard worker,yes,no,Software Engineer
+8,5,4,1,yes,yes,app development,game development,excellent,poor,networks,cloud computing,Web Services,yes,Satire,Management,hard worker,yes,yes,Software Engineer
+3,2,3,8,yes,no,full stack,system designing,medium,excellent,hacking,testing,product development,yes,Religion-Spirituality,Management,smart worker,yes,yes,Software Engineer
+1,0,6,9,no,yes,app development,web technologies,excellent,poor,cloud computing,cloud computing,product development,no,Travel,Technical,hard worker,yes,yes,Software Engineer
+1,3,1,3,no,no,r programming,hacking,poor,poor,Management,cloud computing,Service Based,no,Mystery,Technical,smart worker,no,yes,Software Engineer
+5,5,4,3,yes,no,r programming,hacking,excellent,medium,cloud computing,developer,product development,no,Guide,Technical,smart worker,yes,yes,Software Engineer
+8,1,3,1,yes,yes,shell programming,game development,poor,medium,programming,Business process analyst,SAaS services,no,Art,Technical,hard worker,no,no,Software Engineer
+8,3,3,9,yes,no,full stack,database security,excellent,poor,Software Engineering,system developer,BPA,no,Comics,Management,hard worker,yes,no,Software Engineer
+1,1,3,2,yes,no,information security,hacking,medium,excellent,networks,cloud computing,Cloud Services,yes,Trilogy,Management,smart worker,no,no,Software Engineer
+6,4,7,3,yes,no,distro making,game development,excellent,excellent,hacking,developer,Testing and Maintainance Services,no,Journals,Technical,smart worker,yes,yes,Software Engineer
+5,2,6,5,yes,no,information security,testing,poor,excellent,networks,security,Product based,no,Guide,Management,smart worker,no,no,Software Engineer
+1,3,1,2,no,yes,information security,database security,excellent,excellent,hacking,system developer,Testing and Maintainance Services,no,Science,Management,hard worker,yes,yes,Software Engineer
+1,3,8,9,yes,yes,full stack,database security,poor,excellent,Computer Architecture,security,Web Services,yes,Anthology,Technical,smart worker,no,no,Software Engineer
+2,6,6,1,no,no,app development,system designing,medium,excellent,programming,security,Web Services,yes,Satire,Technical,smart worker,yes,yes,Software Engineer
+7,2,2,5,yes,yes,distro making,database security,poor,medium,IOT,system developer,product development,no,Poetry,Technical,smart worker,yes,yes,Software Engineer
+7,6,1,5,no,yes,full stack,hacking,poor,medium,data engineering,cloud computing,BPA,no,Travel,Management,smart worker,yes,no,Software Engineer
+9,2,1,6,yes,yes,information security,web technologies,medium,excellent,cloud computing,cloud computing,product development,no,Comics,Management,smart worker,no,yes,Software Engineer
+7,4,5,7,no,yes,shell programming,game development,medium,poor,parallel computing,cloud computing,Sales and Marketing,no,Diaries,Technical,smart worker,yes,yes,Software Engineer
+1,6,6,1,no,yes,information security,hacking,medium,poor,IOT,testing,Web Services,yes,Encyclopedias,Technical,smart worker,no,yes,Software Engineer
+2,6,7,7,yes,yes,python,system designing,poor,excellent,data engineering,testing,Finance,yes,Horror,Technical,smart worker,yes,no,Software Engineer
+5,5,3,4,yes,yes,distro making,game development,medium,medium,data engineering,Business process analyst,product development,no,Travel,Management,hard worker,no,no,Software Engineer
+1,5,4,4,yes,yes,machine learning,cloud computing,medium,poor,Computer Architecture,system developer,Product based,no,Art,Management,hard worker,yes,no,Software Engineer
+2,3,8,5,yes,yes,hadoop,game development,excellent,medium,data engineering,developer,Sales and Marketing,no,Encyclopedias,Technical,hard worker,yes,no,Software Engineer
+1,2,5,9,no,yes,shell programming,game development,medium,excellent,parallel computing,cloud computing,Service Based,yes,Action and Adventure,Technical,smart worker,no,yes,Software Engineer
+3,5,3,7,no,no,python,cloud computing,excellent,medium,cloud computing,testing,SAaS services,no,Action and Adventure,Technical,smart worker,no,no,Software Engineer
+3,6,5,8,yes,yes,distro making,cloud computing,poor,poor,parallel computing,security,BPA,no,Guide,Management,smart worker,no,yes,Software Engineer
+6,2,9,9,no,yes,r programming,hacking,poor,medium,parallel computing,security,Cloud Services,no,Science fiction,Technical,smart worker,no,no,Software Engineer
+3,4,1,9,yes,yes,r programming,database security,poor,excellent,data engineering,cloud computing,BPA,no,Action and Adventure,Management,hard worker,yes,yes,Software Engineer
+3,4,1,7,yes,yes,information security,data science,poor,medium,Computer Architecture,Business process analyst,BPA,no,Math,Management,hard worker,no,yes,Software Engineer
+5,6,5,4,yes,yes,hadoop,system designing,poor,poor,hacking,cloud computing,Product based,no,Math,Technical,hard worker,yes,no,Software Engineer
+4,0,7,7,yes,yes,r programming,hacking,excellent,excellent,parallel computing,developer,Sales and Marketing,yes,Fantasy,Management,hard worker,yes,no,Software Engineer
+6,3,5,5,yes,no,information security,game development,medium,excellent,programming,cloud computing,BPA,yes,Childrens,Technical,smart worker,no,yes,Software Engineer
+5,6,9,2,yes,yes,hadoop,testing,medium,excellent,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Journals,Management,smart worker,yes,no,Software Engineer
+4,5,8,5,yes,no,hadoop,hacking,medium,medium,data engineering,security,Testing and Maintainance Services,no,History,Management,smart worker,no,yes,Software Engineer
+9,5,8,2,no,yes,distro making,database security,poor,poor,Computer Architecture,developer,Product based,yes,Science,Technical,smart worker,yes,no,Software Engineer
+3,2,7,6,no,no,information security,testing,poor,medium,Software Engineering,developer,Service Based,no,Action and Adventure,Technical,smart worker,no,no,Software Engineer
+8,5,6,3,no,no,r programming,testing,excellent,poor,parallel computing,cloud computing,Finance,yes,Autobiographies,Technical,smart worker,yes,no,Software Engineer
+9,1,1,6,no,no,machine learning,system designing,medium,medium,Computer Architecture,Business process analyst,Testing and Maintainance Services,yes,Diaries,Technical,hard worker,no,no,Software Engineer
+7,1,1,7,no,no,hadoop,database security,poor,medium,parallel computing,cloud computing,Product based,yes,Biographies,Management,smart worker,no,no,Software Engineer
+7,5,3,9,no,yes,python,game development,medium,poor,Management,security,product development,yes,Childrens,Technical,smart worker,no,yes,Software Engineer
+4,3,1,3,yes,no,r programming,web technologies,excellent,excellent,networks,cloud computing,Finance,yes,Cookbooks,Technical,hard worker,no,no,Software Engineer
+3,4,1,3,no,yes,information security,hacking,excellent,excellent,parallel computing,developer,Testing and Maintainance Services,yes,Guide,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,3,4,3,no,yes,python,cloud computing,excellent,poor,programming,testing,SAaS services,yes,Prayer books,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,3,1,9,yes,yes,python,hacking,poor,poor,cloud computing,developer,SAaS services,no,Biographies,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,0,5,1,no,no,hadoop,system designing,excellent,poor,data engineering,Business process analyst,Sales and Marketing,no,Dictionaries,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,5,5,2,no,yes,full stack,game development,medium,excellent,hacking,testing,Product based,no,Encyclopedias,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+8,2,5,5,yes,yes,full stack,testing,excellent,poor,Software Engineering,security,Testing and Maintainance Services,no,Cookbooks,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,6,6,9,yes,no,full stack,database security,medium,excellent,Management,testing,Cloud Services,no,Science,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,2,1,3,no,no,app development,web technologies,excellent,medium,programming,Business process analyst,Cloud Services,yes,Dictionaries,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+2,2,4,9,no,yes,information security,testing,excellent,poor,data engineering,system developer,product development,yes,Horror,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,3,8,yes,yes,information security,hacking,excellent,medium,programming,testing,Sales and Marketing,no,History,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,5,3,7,yes,yes,r programming,database security,medium,medium,data engineering,testing,Product based,yes,Romance,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,4,4,8,yes,yes,information security,system designing,excellent,excellent,data engineering,system developer,Finance,yes,Religion-Spirituality,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,2,4,7,yes,yes,distro making,system designing,poor,poor,IOT,Business process analyst,Finance,no,Self help,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+3,2,6,9,yes,no,hadoop,database security,excellent,excellent,cloud computing,testing,Sales and Marketing,no,Romance,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+2,0,3,7,no,no,full stack,data science,medium,poor,Computer Architecture,security,Sales and Marketing,yes,Satire,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+1,6,3,5,yes,yes,hadoop,hacking,poor,medium,Computer Architecture,testing,product development,yes,Prayer books,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,5,6,4,yes,no,app development,game development,medium,medium,programming,system developer,SAaS services,no,Childrens,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,5,4,6,no,no,information security,system designing,medium,excellent,Management,system developer,Sales and Marketing,yes,Horror,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,1,4,5,yes,no,shell programming,game development,poor,medium,Management,Business process analyst,product development,no,Series,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,3,5,8,yes,no,python,system designing,excellent,medium,programming,security,product development,yes,Travel,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,1,8,4,no,yes,python,game development,medium,medium,Management,security,Service Based,no,Mystery,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+2,2,5,6,yes,no,r programming,web technologies,medium,excellent,IOT,testing,Web Services,no,Autobiographies,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,6,3,9,no,yes,machine learning,web technologies,poor,poor,parallel computing,system developer,Sales and Marketing,yes,Mystery,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,4,1,6,no,yes,full stack,testing,medium,medium,networks,cloud computing,Cloud Services,yes,Biographies,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,3,1,9,yes,yes,shell programming,system designing,poor,poor,programming,Business process analyst,BPA,no,Health,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,1,3,5,yes,no,app development,testing,medium,medium,data engineering,system developer,Sales and Marketing,no,Cookbooks,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,2,9,9,yes,yes,full stack,cloud computing,excellent,excellent,Management,system developer,Web Services,no,Religion-Spirituality,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,6,5,2,yes,no,full stack,cloud computing,excellent,medium,Software Engineering,Business process analyst,Service Based,no,Comics,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,1,7,9,yes,yes,app development,game development,medium,poor,Computer Architecture,developer,Finance,yes,Encyclopedias,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+4,6,9,4,no,yes,hadoop,system designing,medium,medium,Software Engineering,Business process analyst,product development,no,Biographies,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,2,1,5,yes,no,distro making,data science,poor,poor,data engineering,security,Web Services,yes,Science,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,0,8,3,yes,yes,python,system designing,medium,medium,programming,cloud computing,Finance,no,Trilogy,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,3,5,2,no,yes,machine learning,cloud computing,medium,excellent,programming,developer,BPA,no,Autobiographies,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,4,7,8,no,no,python,cloud computing,poor,medium,IOT,security,Testing and Maintainance Services,yes,Travel,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,5,9,4,yes,no,hadoop,hacking,poor,poor,networks,testing,Service Based,yes,Cookbooks,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,5,6,5,no,yes,python,system designing,excellent,medium,networks,cloud computing,Testing and Maintainance Services,yes,Romance,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,2,5,8,yes,yes,shell programming,hacking,medium,poor,Computer Architecture,system developer,Finance,no,Prayer books,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,6,8,8,yes,no,machine learning,database security,poor,medium,Software Engineering,security,Testing and Maintainance Services,yes,Series,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,4,7,1,no,no,full stack,web technologies,medium,excellent,networks,testing,BPA,yes,Comics,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+2,2,4,4,no,yes,r programming,testing,poor,medium,data engineering,cloud computing,Service Based,no,Fantasy,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,1,8,8,yes,no,app development,hacking,medium,medium,hacking,Business process analyst,Web Services,no,Art,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,6,1,7,yes,no,information security,cloud computing,excellent,poor,data engineering,Business process analyst,Cloud Services,no,Self help,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,3,8,1,yes,yes,r programming,system designing,medium,excellent,cloud computing,testing,Product based,no,Self help,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+7,5,6,6,no,no,shell programming,system designing,medium,excellent,IOT,cloud computing,Web Services,yes,Prayer books,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+2,3,7,3,no,no,app development,database security,medium,excellent,Management,testing,BPA,yes,Science fiction,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+3,0,3,5,yes,no,full stack,web technologies,excellent,poor,cloud computing,testing,product development,yes,Horror,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,4,8,8,no,no,r programming,web technologies,excellent,medium,networks,developer,product development,no,Series,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,0,5,3,yes,yes,hadoop,testing,poor,excellent,data engineering,Business process analyst,BPA,no,Romance,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,2,3,6,no,yes,shell programming,game development,medium,poor,data engineering,testing,BPA,no,Horror,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,4,9,4,no,yes,shell programming,cloud computing,poor,medium,IOT,system developer,Web Services,yes,Science fiction,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,2,8,3,yes,yes,full stack,system designing,excellent,poor,IOT,Business process analyst,Service Based,yes,Dictionaries,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,1,4,7,no,no,full stack,cloud computing,excellent,poor,networks,system developer,Web Services,yes,Horror,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+5,6,5,9,no,yes,python,hacking,excellent,poor,Management,security,SAaS services,no,Dictionaries,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,4,2,8,no,no,r programming,hacking,excellent,poor,networks,testing,product development,yes,Diaries,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,0,8,7,yes,no,hadoop,data science,medium,medium,programming,developer,Cloud Services,no,Childrens,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,6,6,1,no,no,app development,cloud computing,poor,medium,Computer Architecture,developer,Web Services,yes,Horror,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,2,7,6,yes,yes,full stack,web technologies,poor,excellent,cloud computing,security,SAaS services,yes,Guide,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,3,4,9,yes,yes,hadoop,hacking,excellent,poor,Software Engineering,system developer,Finance,yes,Self help,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,1,3,4,yes,no,app development,game development,medium,excellent,programming,cloud computing,Service Based,yes,Diaries,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,0,3,2,no,yes,distro making,game development,medium,excellent,parallel computing,testing,BPA,yes,Fantasy,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,1,7,9,yes,yes,hadoop,testing,poor,excellent,cloud computing,testing,product development,yes,Religion-Spirituality,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,0,2,3,no,no,full stack,hacking,poor,excellent,programming,developer,Service Based,yes,Journals,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,0,8,7,no,no,hadoop,system designing,medium,medium,programming,developer,Cloud Services,no,Guide,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,3,5,5,yes,no,shell programming,web technologies,excellent,poor,cloud computing,testing,product development,yes,Action and Adventure,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+6,0,1,2,yes,yes,r programming,web technologies,medium,excellent,Software Engineering,system developer,Finance,no,Art,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,0,4,6,no,no,full stack,database security,poor,poor,IOT,testing,Service Based,yes,Action and Adventure,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+3,1,9,7,yes,yes,information security,database security,medium,poor,IOT,security,Finance,yes,Childrens,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,2,1,6,yes,yes,hadoop,game development,excellent,medium,IOT,security,BPA,no,Drama,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,5,9,9,yes,yes,full stack,web technologies,poor,medium,Software Engineering,cloud computing,Cloud Services,yes,Art,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,0,3,9,yes,yes,information security,database security,medium,excellent,IOT,system developer,Testing and Maintainance Services,no,Religion-Spirituality,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,8,6,no,yes,r programming,web technologies,medium,excellent,data engineering,cloud computing,SAaS services,yes,Self help,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,0,3,5,yes,yes,python,web technologies,excellent,medium,Computer Architecture,developer,Testing and Maintainance Services,yes,Horror,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+3,5,5,2,yes,no,app development,web technologies,poor,medium,data engineering,testing,Cloud Services,yes,Trilogy,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,6,5,6,yes,no,r programming,data science,poor,excellent,parallel computing,testing,SAaS services,yes,Fantasy,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,5,2,8,yes,no,distro making,hacking,excellent,excellent,parallel computing,cloud computing,BPA,no,Science,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,3,2,6,yes,no,shell programming,data science,poor,medium,hacking,system developer,SAaS services,yes,Poetry,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,6,6,1,no,yes,python,system designing,excellent,medium,Software Engineering,developer,Finance,yes,Self help,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,3,3,6,no,no,r programming,database security,medium,medium,parallel computing,Business process analyst,Web Services,yes,Horror,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,3,5,6,yes,no,r programming,data science,excellent,poor,hacking,cloud computing,Testing and Maintainance Services,no,Romance,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,5,4,yes,yes,machine learning,database security,excellent,medium,Management,cloud computing,Service Based,yes,Health,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+8,3,2,9,no,no,hadoop,hacking,poor,poor,parallel computing,Business process analyst,Service Based,no,Action and Adventure,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,0,9,1,no,yes,app development,testing,poor,poor,hacking,Business process analyst,Cloud Services,yes,Diaries,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,3,4,8,yes,no,hadoop,web technologies,medium,poor,hacking,developer,product development,no,Dictionaries,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,3,2,7,yes,no,distro making,game development,poor,medium,IOT,testing,Cloud Services,no,Childrens,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,6,3,2,no,no,r programming,web technologies,poor,excellent,cloud computing,testing,SAaS services,no,Journals,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,5,3,5,no,no,app development,hacking,excellent,poor,programming,testing,Cloud Services,no,Prayer books,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,2,5,7,no,no,distro making,data science,poor,poor,cloud computing,cloud computing,Web Services,no,Poetry,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,5,6,8,no,yes,distro making,data science,excellent,poor,programming,testing,BPA,yes,Journals,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+5,6,4,2,no,yes,hadoop,hacking,poor,excellent,Computer Architecture,developer,Cloud Services,yes,Religion-Spirituality,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,1,7,8,no,yes,python,cloud computing,medium,poor,data engineering,Business process analyst,BPA,yes,Religion-Spirituality,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+5,3,3,6,yes,no,machine learning,hacking,excellent,medium,IOT,cloud computing,Finance,yes,Romance,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,4,8,9,yes,yes,distro making,game development,excellent,medium,hacking,Business process analyst,Product based,yes,Science,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+8,3,4,6,no,yes,machine learning,hacking,excellent,poor,IOT,Business process analyst,Product based,no,Self help,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,6,6,2,no,yes,r programming,hacking,medium,excellent,Software Engineering,security,product development,yes,Autobiographies,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+1,2,2,8,no,no,r programming,hacking,medium,medium,cloud computing,security,Product based,no,Action and Adventure,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,0,7,1,no,no,information security,cloud computing,medium,excellent,Computer Architecture,developer,Finance,yes,Religion-Spirituality,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,2,3,2,yes,yes,python,hacking,excellent,poor,cloud computing,Business process analyst,Product based,no,History,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,0,9,2,yes,no,hadoop,database security,medium,medium,cloud computing,cloud computing,Testing and Maintainance Services,no,Trilogy,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,0,5,9,yes,yes,python,web technologies,poor,excellent,IOT,cloud computing,SAaS services,no,Horror,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+8,3,3,6,yes,no,distro making,database security,excellent,medium,Computer Architecture,cloud computing,Cloud Services,no,Satire,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+4,0,2,3,yes,yes,shell programming,testing,excellent,medium,Management,developer,Finance,yes,Anthology,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,1,7,2,yes,yes,distro making,testing,medium,excellent,hacking,security,Web Services,yes,Art,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,1,5,1,no,no,distro making,hacking,excellent,excellent,data engineering,security,Product based,no,Dictionaries,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,5,3,5,yes,no,information security,data science,medium,poor,Software Engineering,security,BPA,yes,Biographies,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,4,4,3,yes,yes,app development,testing,medium,medium,Software Engineering,Business process analyst,Web Services,yes,Anthology,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,1,6,7,no,no,r programming,database security,medium,poor,hacking,testing,Cloud Services,no,Cookbooks,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,3,3,6,yes,yes,full stack,game development,medium,medium,IOT,developer,BPA,yes,Horror,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,6,6,8,yes,no,r programming,hacking,medium,medium,Management,Business process analyst,product development,no,Romance,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+7,0,3,3,no,no,machine learning,testing,poor,excellent,parallel computing,developer,SAaS services,no,Travel,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,4,8,2,yes,yes,distro making,testing,medium,medium,programming,Business process analyst,Product based,no,Poetry,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,6,5,6,yes,no,distro making,cloud computing,excellent,poor,hacking,security,Sales and Marketing,no,History,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,1,3,2,no,no,distro making,game development,excellent,poor,Software Engineering,Business process analyst,Cloud Services,no,Journals,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,2,8,8,no,yes,r programming,cloud computing,poor,poor,Software Engineering,system developer,Cloud Services,no,Biographies,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,0,1,9,no,yes,python,testing,medium,poor,Software Engineering,system developer,Cloud Services,yes,Math,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,0,6,5,yes,yes,shell programming,system designing,medium,poor,Computer Architecture,Business process analyst,Service Based,no,Horror,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,0,3,5,no,no,hadoop,data science,poor,poor,parallel computing,developer,Web Services,yes,Dictionaries,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,6,9,3,yes,yes,hadoop,database security,excellent,medium,Software Engineering,cloud computing,SAaS services,no,Mystery,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,6,9,3,no,yes,full stack,web technologies,poor,medium,Computer Architecture,system developer,Service Based,no,Cookbooks,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,0,3,9,no,no,python,game development,poor,excellent,hacking,developer,Web Services,yes,Action and Adventure,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,3,5,1,yes,yes,machine learning,testing,excellent,excellent,hacking,security,Web Services,no,Guide,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,6,9,4,yes,no,r programming,web technologies,excellent,poor,Management,developer,Testing and Maintainance Services,yes,Poetry,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,5,8,3,no,yes,full stack,database security,medium,medium,parallel computing,security,Service Based,no,Biographies,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,3,6,5,yes,yes,information security,game development,poor,poor,IOT,Business process analyst,Sales and Marketing,yes,Health,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,5,2,4,yes,no,python,game development,excellent,excellent,Software Engineering,system developer,Product based,no,Anthology,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,3,8,4,no,yes,hadoop,hacking,poor,excellent,programming,Business process analyst,BPA,no,Encyclopedias,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,2,1,8,no,yes,information security,testing,poor,medium,IOT,cloud computing,Product based,yes,Science,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,1,4,3,no,no,python,cloud computing,excellent,poor,programming,developer,Finance,no,Romance,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,4,4,8,yes,no,shell programming,cloud computing,excellent,excellent,Software Engineering,testing,Cloud Services,no,Health,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,1,3,2,yes,no,r programming,database security,excellent,poor,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Science fiction,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,2,5,no,yes,r programming,testing,excellent,excellent,programming,system developer,Finance,no,Action and Adventure,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,1,6,5,yes,no,r programming,game development,medium,excellent,networks,developer,Service Based,yes,Encyclopedias,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,5,8,2,no,no,r programming,cloud computing,medium,excellent,Software Engineering,Business process analyst,Product based,yes,Trilogy,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,3,1,8,yes,no,python,testing,medium,medium,Software Engineering,security,BPA,yes,Art,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,5,9,yes,no,shell programming,cloud computing,excellent,medium,networks,testing,Cloud Services,no,Poetry,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,0,3,9,no,yes,distro making,testing,poor,poor,programming,Business process analyst,Web Services,yes,Drama,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,0,6,1,no,no,python,game development,medium,excellent,data engineering,system developer,Service Based,yes,Encyclopedias,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,5,2,5,no,yes,r programming,game development,excellent,excellent,parallel computing,testing,Web Services,yes,Prayer books,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,3,8,2,no,yes,hadoop,system designing,poor,excellent,hacking,security,Cloud Services,no,Anthology,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,4,3,6,no,yes,app development,database security,medium,medium,programming,system developer,Service Based,yes,Journals,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,0,7,1,no,yes,shell programming,hacking,medium,poor,programming,testing,Testing and Maintainance Services,no,Prayer books,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,1,7,3,no,no,information security,cloud computing,excellent,poor,IOT,testing,BPA,yes,Science fiction,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+1,2,8,7,no,yes,shell programming,database security,medium,excellent,networks,system developer,Web Services,no,Self help,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+4,5,6,4,no,yes,app development,hacking,medium,excellent,hacking,cloud computing,Sales and Marketing,yes,Diaries,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,0,3,8,yes,yes,hadoop,game development,excellent,excellent,cloud computing,cloud computing,Service Based,no,Self help,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+4,5,1,3,no,no,shell programming,hacking,excellent,medium,IOT,system developer,Service Based,no,Anthology,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,2,1,5,yes,yes,hadoop,testing,medium,poor,networks,cloud computing,Service Based,yes,Guide,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,5,5,5,yes,no,full stack,hacking,excellent,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Poetry,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,6,2,4,no,no,app development,hacking,poor,poor,parallel computing,Business process analyst,product development,no,Prayer books,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,1,3,7,no,yes,app development,data science,medium,excellent,networks,testing,Testing and Maintainance Services,no,Health,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,4,4,yes,yes,app development,game development,excellent,medium,programming,system developer,Sales and Marketing,yes,Journals,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,6,4,5,no,no,app development,system designing,poor,poor,cloud computing,testing,Cloud Services,no,Drama,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,1,9,3,no,yes,r programming,game development,excellent,medium,IOT,cloud computing,product development,yes,Self help,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+2,1,7,7,no,yes,python,hacking,medium,poor,Computer Architecture,Business process analyst,Sales and Marketing,yes,Anthology,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,6,5,2,no,no,machine learning,data science,poor,medium,cloud computing,cloud computing,BPA,no,Religion-Spirituality,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,1,6,1,yes,yes,app development,hacking,medium,poor,Computer Architecture,cloud computing,Cloud Services,no,Art,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,6,8,7,no,no,python,web technologies,poor,medium,IOT,system developer,BPA,yes,Guide,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,6,4,1,yes,no,distro making,web technologies,medium,excellent,parallel computing,developer,Cloud Services,yes,Comics,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,3,4,6,no,no,information security,data science,excellent,excellent,cloud computing,Business process analyst,BPA,no,Science,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,6,7,1,yes,no,distro making,testing,medium,excellent,IOT,cloud computing,Sales and Marketing,yes,Drama,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,3,1,8,yes,yes,r programming,cloud computing,medium,medium,Computer Architecture,testing,Service Based,yes,Childrens,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,4,3,8,yes,yes,full stack,system designing,excellent,poor,Computer Architecture,developer,SAaS services,yes,Journals,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+4,1,5,9,no,no,full stack,cloud computing,poor,medium,hacking,security,Finance,yes,Fantasy,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,3,8,2,no,yes,information security,web technologies,poor,poor,Software Engineering,testing,BPA,no,Dictionaries,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,2,5,6,yes,yes,distro making,hacking,poor,excellent,cloud computing,system developer,Product based,no,Mystery,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,0,7,2,no,no,information security,testing,medium,poor,cloud computing,cloud computing,Web Services,no,Drama,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,4,7,8,no,no,hadoop,cloud computing,excellent,excellent,networks,developer,Service Based,no,Drama,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,0,4,8,yes,yes,r programming,testing,medium,excellent,IOT,testing,product development,yes,Mystery,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,2,2,4,no,no,machine learning,game development,medium,excellent,programming,system developer,Testing and Maintainance Services,yes,Journals,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,5,3,yes,yes,machine learning,hacking,excellent,excellent,Management,system developer,Product based,no,Guide,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+8,1,6,4,yes,no,r programming,web technologies,medium,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,yes,History,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,5,3,1,no,yes,r programming,game development,excellent,excellent,programming,cloud computing,Testing and Maintainance Services,no,Trilogy,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,3,6,6,yes,no,full stack,web technologies,medium,poor,parallel computing,developer,Finance,yes,Autobiographies,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,2,7,4,no,no,app development,cloud computing,poor,medium,Computer Architecture,developer,Finance,yes,Self help,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,0,3,7,yes,yes,distro making,web technologies,medium,medium,networks,developer,Testing and Maintainance Services,yes,Biographies,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,2,6,8,yes,no,information security,system designing,excellent,poor,Software Engineering,testing,SAaS services,no,Diaries,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,2,3,7,no,no,distro making,testing,medium,medium,networks,Business process analyst,Cloud Services,yes,Comics,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,4,1,7,yes,yes,machine learning,testing,medium,poor,hacking,cloud computing,Service Based,yes,History,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,1,1,3,yes,yes,app development,game development,poor,excellent,networks,security,Service Based,yes,History,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,4,5,3,no,no,hadoop,system designing,poor,poor,IOT,Business process analyst,Product based,yes,Horror,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,3,3,9,yes,no,hadoop,game development,excellent,excellent,hacking,cloud computing,SAaS services,no,Childrens,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,2,7,1,no,no,hadoop,database security,medium,excellent,Software Engineering,system developer,SAaS services,yes,Math,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,0,5,2,yes,yes,python,data science,poor,poor,Management,system developer,Service Based,yes,Series,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,0,8,2,yes,yes,distro making,database security,medium,poor,Software Engineering,Business process analyst,Web Services,yes,Anthology,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,0,6,7,yes,no,app development,database security,excellent,excellent,IOT,cloud computing,Sales and Marketing,no,Science fiction,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,3,6,6,no,yes,app development,system designing,medium,poor,data engineering,system developer,Web Services,yes,Poetry,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,2,1,9,yes,yes,r programming,hacking,poor,excellent,IOT,testing,Testing and Maintainance Services,yes,Math,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,1,5,9,no,no,python,system designing,poor,poor,Management,security,BPA,yes,Science,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,2,7,2,yes,yes,hadoop,game development,excellent,medium,data engineering,security,SAaS services,yes,Trilogy,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,2,5,8,no,yes,app development,cloud computing,medium,excellent,cloud computing,system developer,Sales and Marketing,yes,Encyclopedias,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,6,2,yes,yes,r programming,web technologies,medium,excellent,cloud computing,cloud computing,Cloud Services,yes,Poetry,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,5,3,8,yes,no,full stack,testing,medium,poor,programming,cloud computing,Sales and Marketing,yes,Science fiction,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,3,3,8,no,no,hadoop,cloud computing,excellent,medium,Computer Architecture,developer,Sales and Marketing,no,Health,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+5,1,9,8,yes,no,full stack,testing,poor,poor,cloud computing,cloud computing,BPA,no,Prayer books,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,3,4,yes,yes,app development,database security,medium,poor,IOT,testing,Sales and Marketing,no,Dictionaries,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,0,8,6,no,no,r programming,testing,excellent,poor,Software Engineering,testing,Testing and Maintainance Services,yes,Self help,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,3,2,3,yes,yes,r programming,testing,excellent,medium,parallel computing,cloud computing,Testing and Maintainance Services,no,Fantasy,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,6,6,3,no,yes,shell programming,testing,excellent,excellent,IOT,testing,SAaS services,no,Guide,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,4,7,1,yes,yes,distro making,web technologies,poor,medium,IOT,Business process analyst,product development,no,Action and Adventure,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,2,7,3,no,no,hadoop,testing,medium,excellent,hacking,system developer,Product based,no,Mystery,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,1,1,9,no,no,full stack,data science,medium,poor,data engineering,testing,product development,no,Diaries,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,2,9,3,no,no,r programming,hacking,poor,medium,programming,system developer,BPA,no,Drama,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,1,5,8,no,yes,distro making,system designing,poor,medium,programming,system developer,Testing and Maintainance Services,no,Fantasy,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+7,4,3,6,yes,yes,distro making,database security,poor,poor,hacking,Business process analyst,Service Based,no,Action and Adventure,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,6,3,4,no,no,hadoop,system designing,excellent,medium,Software Engineering,testing,SAaS services,yes,Childrens,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+8,3,3,7,yes,yes,app development,system designing,medium,medium,Management,developer,Finance,yes,Drama,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,4,1,2,no,yes,r programming,system designing,medium,poor,cloud computing,testing,Cloud Services,yes,Science fiction,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,1,2,2,no,yes,full stack,data science,excellent,excellent,Software Engineering,security,SAaS services,no,Science,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,4,1,3,no,yes,shell programming,testing,excellent,medium,networks,cloud computing,SAaS services,no,Health,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,1,5,yes,yes,machine learning,data science,poor,medium,IOT,security,Service Based,yes,Trilogy,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,5,2,8,no,no,app development,web technologies,poor,medium,hacking,security,Cloud Services,yes,Religion-Spirituality,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,2,1,9,no,no,r programming,testing,excellent,medium,parallel computing,testing,Testing and Maintainance Services,no,Diaries,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+1,2,5,2,no,no,app development,cloud computing,medium,excellent,data engineering,cloud computing,Sales and Marketing,yes,Self help,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,6,7,7,yes,yes,python,hacking,excellent,medium,IOT,testing,BPA,yes,Action and Adventure,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,0,3,1,no,yes,hadoop,database security,poor,poor,Management,cloud computing,Cloud Services,no,Health,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,6,3,5,no,yes,hadoop,system designing,poor,medium,hacking,Business process analyst,BPA,yes,Anthology,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+8,2,2,4,no,no,r programming,database security,poor,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Health,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+4,3,8,7,yes,no,hadoop,web technologies,medium,poor,Software Engineering,testing,product development,no,Math,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,4,5,8,no,yes,distro making,data science,poor,medium,Computer Architecture,cloud computing,Sales and Marketing,yes,Health,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,3,8,3,yes,yes,hadoop,system designing,medium,medium,Software Engineering,security,SAaS services,yes,Trilogy,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,1,8,6,no,yes,r programming,web technologies,medium,poor,data engineering,Business process analyst,Service Based,yes,Comics,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,4,5,5,no,no,r programming,database security,poor,medium,Software Engineering,developer,Web Services,yes,Poetry,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,5,3,1,no,yes,distro making,testing,excellent,poor,networks,cloud computing,Web Services,yes,Health,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,4,4,9,no,yes,r programming,game development,medium,poor,networks,system developer,product development,no,Dictionaries,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,0,1,7,no,yes,r programming,testing,excellent,medium,cloud computing,security,Product based,no,Fantasy,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,6,9,2,no,no,machine learning,cloud computing,excellent,poor,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Travel,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,3,7,9,no,yes,full stack,hacking,poor,medium,data engineering,security,product development,yes,Biographies,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,6,5,5,no,no,shell programming,database security,excellent,medium,Management,security,BPA,yes,Fantasy,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,2,9,1,no,no,r programming,testing,poor,medium,Computer Architecture,system developer,Web Services,no,Guide,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,0,2,5,yes,yes,shell programming,hacking,medium,medium,hacking,Business process analyst,BPA,no,Art,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,0,8,6,yes,yes,machine learning,cloud computing,poor,excellent,IOT,Business process analyst,product development,yes,Diaries,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,1,7,8,no,yes,python,cloud computing,medium,excellent,IOT,developer,BPA,yes,Horror,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,6,5,1,yes,yes,shell programming,game development,medium,excellent,hacking,developer,Sales and Marketing,yes,Poetry,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,4,3,4,yes,no,r programming,data science,poor,poor,data engineering,cloud computing,Cloud Services,yes,Journals,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,6,8,5,yes,no,information security,testing,poor,poor,cloud computing,security,Cloud Services,yes,Guide,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,1,5,7,no,yes,r programming,web technologies,medium,poor,Software Engineering,security,BPA,no,Guide,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,6,3,3,no,yes,r programming,cloud computing,medium,excellent,cloud computing,Business process analyst,Finance,no,Action and Adventure,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+6,3,5,1,no,yes,shell programming,data science,medium,medium,Software Engineering,security,Web Services,yes,Drama,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,4,9,5,no,no,information security,cloud computing,excellent,poor,Management,Business process analyst,Web Services,no,Fantasy,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,6,9,1,no,yes,r programming,database security,medium,excellent,data engineering,system developer,Service Based,yes,Health,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,2,1,5,no,no,hadoop,database security,medium,medium,hacking,security,BPA,no,Fantasy,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,2,6,4,yes,no,machine learning,testing,medium,excellent,Software Engineering,developer,Service Based,no,Cookbooks,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,2,4,1,no,yes,python,database security,excellent,poor,parallel computing,developer,product development,yes,Romance,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,6,8,6,yes,yes,distro making,game development,poor,excellent,Management,cloud computing,Product based,yes,Romance,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,1,8,1,yes,no,full stack,system designing,poor,medium,Management,developer,Service Based,no,Journals,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,2,7,4,yes,yes,distro making,system designing,poor,excellent,parallel computing,testing,BPA,yes,Guide,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,6,2,1,yes,no,app development,testing,excellent,poor,Software Engineering,testing,Cloud Services,no,Autobiographies,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,4,3,2,no,yes,information security,testing,medium,poor,Software Engineering,system developer,Web Services,yes,Cookbooks,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,0,6,8,no,yes,python,data science,medium,poor,networks,system developer,Web Services,yes,Mystery,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+6,5,6,8,yes,yes,machine learning,data science,excellent,poor,Computer Architecture,cloud computing,Web Services,no,Fantasy,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,3,2,2,yes,no,information security,database security,medium,poor,networks,Business process analyst,Service Based,no,Cookbooks,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,2,5,no,yes,machine learning,cloud computing,poor,excellent,Software Engineering,system developer,Product based,no,Cookbooks,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,4,3,9,no,no,information security,web technologies,medium,medium,networks,Business process analyst,Web Services,no,Biographies,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,5,7,2,no,yes,app development,hacking,excellent,poor,Software Engineering,Business process analyst,Testing and Maintainance Services,yes,Science,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,0,7,5,yes,yes,app development,web technologies,poor,excellent,IOT,testing,Service Based,no,Childrens,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,6,6,no,yes,shell programming,game development,excellent,excellent,cloud computing,system developer,BPA,no,Action and Adventure,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,5,9,4,yes,yes,full stack,hacking,medium,poor,IOT,cloud computing,Product based,no,Diaries,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,4,4,7,no,yes,full stack,system designing,poor,excellent,Management,security,Web Services,no,Horror,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,4,5,6,yes,no,information security,hacking,medium,excellent,programming,testing,Testing and Maintainance Services,no,Fantasy,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+3,3,9,2,yes,no,information security,database security,excellent,poor,IOT,developer,Service Based,no,Math,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,3,4,4,yes,yes,shell programming,database security,excellent,excellent,networks,system developer,product development,no,Series,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+5,6,9,9,no,yes,app development,data science,poor,medium,Computer Architecture,developer,Cloud Services,yes,Science,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,6,8,9,no,yes,python,hacking,poor,poor,Management,developer,BPA,no,Encyclopedias,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,2,8,yes,no,python,cloud computing,poor,medium,networks,cloud computing,Cloud Services,yes,Horror,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,6,9,8,yes,no,hadoop,hacking,poor,poor,hacking,testing,BPA,yes,Fantasy,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,6,9,6,yes,no,hadoop,system designing,excellent,excellent,hacking,Business process analyst,SAaS services,no,History,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,6,4,4,yes,yes,full stack,system designing,medium,poor,parallel computing,cloud computing,Cloud Services,yes,History,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,6,7,8,yes,no,r programming,database security,excellent,poor,cloud computing,developer,Service Based,no,Horror,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,1,6,8,no,yes,hadoop,game development,medium,medium,IOT,developer,Service Based,yes,Health,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+2,4,7,9,yes,no,hadoop,testing,medium,excellent,hacking,security,SAaS services,no,Mystery,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,2,1,4,no,no,r programming,cloud computing,poor,poor,networks,security,Web Services,no,Health,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,4,9,5,yes,no,machine learning,cloud computing,poor,excellent,cloud computing,system developer,Service Based,yes,Science fiction,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,1,2,8,yes,no,information security,testing,poor,medium,networks,system developer,Finance,yes,Religion-Spirituality,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,5,8,1,yes,no,app development,game development,medium,medium,Software Engineering,developer,BPA,no,Trilogy,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,4,7,8,no,no,hadoop,hacking,medium,medium,cloud computing,testing,Web Services,yes,Self help,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,1,3,3,no,no,full stack,database security,excellent,medium,data engineering,system developer,SAaS services,no,Health,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,0,5,1,yes,no,python,hacking,medium,excellent,IOT,testing,Cloud Services,no,Fantasy,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,1,9,7,yes,no,r programming,data science,excellent,medium,data engineering,security,Cloud Services,no,Journals,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,6,4,7,yes,yes,shell programming,web technologies,medium,excellent,programming,testing,Testing and Maintainance Services,yes,Guide,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,4,2,3,yes,no,app development,testing,medium,poor,networks,testing,Service Based,yes,Drama,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,0,5,8,no,yes,machine learning,game development,medium,excellent,networks,system developer,BPA,no,History,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,0,6,4,no,no,shell programming,web technologies,poor,poor,cloud computing,cloud computing,product development,no,Journals,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,4,6,8,no,yes,information security,web technologies,medium,poor,Management,Business process analyst,Product based,no,Art,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+2,0,1,5,yes,no,full stack,data science,poor,medium,hacking,cloud computing,Sales and Marketing,yes,Self help,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,5,5,1,yes,no,distro making,data science,excellent,poor,networks,system developer,BPA,no,Anthology,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,1,6,5,no,no,full stack,system designing,excellent,poor,programming,security,Testing and Maintainance Services,yes,Guide,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,5,6,1,yes,no,r programming,web technologies,medium,excellent,Software Engineering,cloud computing,BPA,yes,Art,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,4,6,yes,no,machine learning,game development,poor,medium,parallel computing,Business process analyst,SAaS services,yes,Series,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,5,5,4,yes,yes,r programming,hacking,medium,poor,parallel computing,developer,Product based,yes,Mystery,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,4,4,5,no,yes,distro making,system designing,excellent,medium,Management,testing,BPA,no,Anthology,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,3,7,yes,no,python,data science,excellent,medium,hacking,system developer,BPA,no,History,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,4,2,6,no,yes,r programming,cloud computing,medium,medium,cloud computing,cloud computing,Web Services,yes,Mystery,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,3,9,2,yes,yes,r programming,web technologies,medium,excellent,programming,security,BPA,yes,Guide,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,0,3,6,no,no,python,system designing,medium,poor,IOT,developer,Testing and Maintainance Services,no,Guide,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,3,7,1,yes,yes,distro making,data science,poor,excellent,parallel computing,testing,Cloud Services,no,Mystery,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,6,3,2,no,yes,distro making,system designing,poor,poor,parallel computing,cloud computing,Sales and Marketing,yes,Self help,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,4,8,4,yes,yes,python,data science,poor,medium,Management,developer,Testing and Maintainance Services,no,Math,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+8,0,6,7,yes,no,full stack,hacking,poor,medium,cloud computing,system developer,Web Services,yes,Action and Adventure,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,5,9,1,yes,no,information security,web technologies,medium,poor,programming,security,BPA,yes,Dictionaries,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,0,3,2,no,no,python,testing,excellent,excellent,Software Engineering,system developer,SAaS services,no,Encyclopedias,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,8,8,no,no,shell programming,web technologies,medium,poor,Computer Architecture,system developer,SAaS services,yes,Science fiction,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,2,4,7,yes,yes,shell programming,system designing,poor,poor,hacking,developer,Cloud Services,yes,Satire,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,6,1,4,no,no,machine learning,web technologies,poor,medium,Computer Architecture,system developer,Sales and Marketing,yes,Religion-Spirituality,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,1,2,5,yes,no,shell programming,game development,excellent,poor,programming,developer,product development,yes,Prayer books,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,4,5,3,no,no,python,database security,poor,excellent,Management,system developer,Sales and Marketing,no,Poetry,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,3,6,2,no,yes,hadoop,database security,poor,poor,IOT,developer,product development,yes,Mystery,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,4,3,1,no,no,full stack,web technologies,poor,excellent,Computer Architecture,cloud computing,product development,yes,Self help,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,3,5,9,yes,yes,r programming,database security,medium,excellent,Computer Architecture,Business process analyst,Product based,yes,Guide,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,0,2,4,yes,no,app development,system designing,medium,medium,networks,cloud computing,Cloud Services,yes,Diaries,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,3,1,9,yes,no,distro making,data science,excellent,poor,cloud computing,developer,product development,no,Travel,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,1,8,3,no,yes,hadoop,web technologies,poor,poor,IOT,Business process analyst,Product based,no,Action and Adventure,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,3,8,4,yes,yes,machine learning,data science,medium,medium,Software Engineering,Business process analyst,SAaS services,no,Self help,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,3,4,9,yes,yes,hadoop,game development,medium,excellent,Software Engineering,security,Cloud Services,no,Math,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,0,8,3,no,no,full stack,game development,poor,poor,IOT,developer,Web Services,no,Art,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,1,6,3,no,no,distro making,data science,excellent,poor,Software Engineering,system developer,Cloud Services,no,Science fiction,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,5,1,7,no,no,full stack,web technologies,medium,poor,Management,testing,Sales and Marketing,yes,Horror,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+1,2,2,6,yes,no,hadoop,game development,medium,poor,IOT,testing,Sales and Marketing,no,Travel,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,2,2,4,no,yes,information security,database security,medium,excellent,Software Engineering,cloud computing,Sales and Marketing,yes,Science,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,0,6,5,no,no,machine learning,cloud computing,poor,excellent,Management,developer,Product based,no,Prayer books,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,1,4,2,yes,yes,machine learning,database security,medium,poor,programming,system developer,Cloud Services,no,Dictionaries,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+2,6,1,7,no,yes,machine learning,testing,poor,medium,Software Engineering,system developer,Finance,yes,Guide,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,6,6,4,yes,yes,full stack,testing,medium,medium,parallel computing,security,Cloud Services,no,Art,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,5,6,4,yes,yes,distro making,database security,excellent,poor,Software Engineering,Business process analyst,Cloud Services,yes,Travel,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,6,8,2,yes,no,machine learning,hacking,poor,medium,data engineering,system developer,Finance,no,Travel,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+2,0,6,8,yes,yes,app development,hacking,medium,excellent,Computer Architecture,security,Service Based,yes,Autobiographies,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,2,9,7,yes,yes,app development,testing,medium,excellent,hacking,system developer,Product based,yes,Horror,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,5,9,7,no,no,shell programming,hacking,excellent,medium,data engineering,cloud computing,Product based,no,Poetry,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,6,7,5,no,yes,machine learning,game development,excellent,medium,data engineering,testing,BPA,yes,Art,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,3,4,1,no,yes,information security,game development,poor,poor,Management,developer,product development,yes,Mystery,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,4,2,6,yes,no,information security,database security,poor,excellent,networks,cloud computing,Service Based,no,Guide,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,1,5,2,yes,no,app development,data science,medium,medium,networks,Business process analyst,Service Based,yes,Autobiographies,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,2,8,5,yes,no,hadoop,game development,excellent,medium,cloud computing,security,product development,no,Mystery,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,6,7,9,yes,yes,hadoop,web technologies,poor,medium,data engineering,security,product development,yes,Action and Adventure,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+2,1,4,9,yes,yes,hadoop,database security,medium,excellent,Software Engineering,security,BPA,no,Horror,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,4,9,8,no,no,app development,system designing,medium,medium,networks,system developer,Finance,yes,Dictionaries,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,5,9,5,no,yes,full stack,web technologies,medium,medium,IOT,cloud computing,Testing and Maintainance Services,yes,Art,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,3,7,3,yes,no,machine learning,web technologies,poor,excellent,programming,cloud computing,BPA,yes,Science,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,4,3,7,yes,yes,machine learning,system designing,poor,medium,Computer Architecture,Business process analyst,Cloud Services,no,Autobiographies,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,6,7,2,yes,yes,full stack,cloud computing,poor,excellent,IOT,system developer,product development,yes,Dictionaries,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,0,2,5,yes,yes,python,database security,poor,excellent,programming,security,SAaS services,yes,Fantasy,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,6,8,4,no,yes,machine learning,data science,poor,medium,Computer Architecture,Business process analyst,Service Based,no,Travel,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,4,8,8,no,no,python,game development,excellent,poor,IOT,testing,Sales and Marketing,no,Guide,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+3,3,7,3,no,no,full stack,web technologies,excellent,poor,Software Engineering,Business process analyst,Cloud Services,no,Series,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+3,4,7,7,no,yes,python,testing,medium,poor,IOT,system developer,Finance,no,Science fiction,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,1,3,1,yes,yes,distro making,hacking,excellent,medium,networks,system developer,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,6,9,9,no,yes,machine learning,data science,medium,excellent,programming,security,Service Based,no,Math,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+8,5,4,1,yes,yes,full stack,hacking,excellent,medium,IOT,testing,BPA,yes,Dictionaries,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,6,2,1,no,no,distro making,cloud computing,poor,poor,data engineering,Business process analyst,Sales and Marketing,yes,Travel,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+2,0,3,8,yes,no,hadoop,system designing,poor,poor,Management,cloud computing,Service Based,yes,Poetry,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,1,2,9,no,yes,python,web technologies,poor,excellent,Management,system developer,Product based,yes,Encyclopedias,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,3,3,4,yes,no,shell programming,system designing,medium,medium,Software Engineering,developer,Web Services,yes,Cookbooks,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,2,6,3,yes,yes,r programming,data science,medium,excellent,cloud computing,security,product development,no,Encyclopedias,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,4,2,6,no,no,distro making,game development,medium,excellent,Computer Architecture,security,Product based,yes,Guide,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,1,5,6,yes,no,app development,testing,poor,excellent,networks,system developer,product development,yes,Encyclopedias,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,0,1,9,no,yes,r programming,database security,excellent,medium,hacking,developer,Cloud Services,no,Horror,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,6,2,8,no,no,python,data science,medium,medium,data engineering,Business process analyst,BPA,yes,Cookbooks,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,5,6,1,no,no,r programming,database security,poor,excellent,networks,system developer,BPA,yes,Mystery,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,4,6,5,yes,no,hadoop,game development,excellent,poor,parallel computing,security,Finance,yes,Guide,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,2,8,4,yes,no,hadoop,game development,medium,poor,Management,cloud computing,Service Based,yes,Drama,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,0,2,9,yes,yes,machine learning,database security,excellent,poor,networks,system developer,BPA,no,Autobiographies,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,2,6,9,no,no,machine learning,system designing,medium,medium,cloud computing,developer,SAaS services,yes,Health,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,4,2,2,no,yes,information security,cloud computing,medium,poor,Software Engineering,system developer,product development,yes,Action and Adventure,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,1,4,4,no,no,information security,testing,medium,excellent,IOT,cloud computing,Service Based,no,Science,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,0,2,2,yes,no,r programming,database security,excellent,excellent,data engineering,Business process analyst,BPA,yes,Cookbooks,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,1,7,9,no,yes,machine learning,testing,excellent,poor,hacking,cloud computing,Service Based,no,Action and Adventure,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,6,2,7,yes,no,information security,database security,medium,excellent,networks,system developer,Service Based,yes,Anthology,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,6,2,1,yes,yes,r programming,web technologies,poor,excellent,data engineering,security,BPA,yes,Childrens,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,2,2,6,yes,no,hadoop,testing,poor,excellent,Computer Architecture,Business process analyst,Service Based,no,Drama,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,0,3,4,yes,no,machine learning,cloud computing,medium,excellent,IOT,security,Finance,no,History,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,3,6,3,no,no,python,cloud computing,medium,poor,Management,system developer,Sales and Marketing,no,Childrens,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,5,3,7,no,yes,r programming,cloud computing,excellent,poor,Software Engineering,developer,Testing and Maintainance Services,no,Horror,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,2,7,3,no,yes,shell programming,data science,excellent,poor,Computer Architecture,security,BPA,no,Drama,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+8,1,4,9,yes,no,python,testing,medium,poor,cloud computing,testing,BPA,yes,Anthology,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,0,5,7,yes,no,r programming,database security,medium,medium,IOT,testing,Cloud Services,no,Autobiographies,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,0,9,6,yes,yes,shell programming,web technologies,medium,excellent,hacking,security,SAaS services,yes,Biographies,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,1,5,2,no,yes,distro making,database security,excellent,medium,parallel computing,security,Web Services,no,Poetry,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,1,2,8,no,no,full stack,hacking,poor,medium,Management,Business process analyst,Finance,yes,Art,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,4,6,7,no,no,shell programming,data science,excellent,medium,Computer Architecture,security,product development,no,Biographies,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+2,4,5,8,yes,no,shell programming,web technologies,medium,excellent,hacking,developer,BPA,yes,Math,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,3,5,5,no,yes,machine learning,hacking,excellent,poor,Computer Architecture,system developer,Testing and Maintainance Services,yes,Action and Adventure,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,4,8,7,yes,no,python,hacking,excellent,poor,networks,Business process analyst,Testing and Maintainance Services,no,Diaries,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+1,6,3,4,yes,yes,information security,data science,poor,medium,cloud computing,testing,Cloud Services,no,Action and Adventure,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,3,5,3,no,yes,distro making,data science,poor,poor,programming,security,SAaS services,no,Childrens,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,5,6,9,yes,no,python,hacking,medium,excellent,Management,cloud computing,Cloud Services,no,Guide,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,4,2,8,no,yes,r programming,game development,poor,poor,Computer Architecture,security,Finance,no,Childrens,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,3,5,7,no,no,full stack,data science,poor,poor,hacking,system developer,Finance,yes,Science fiction,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+2,5,8,3,yes,yes,machine learning,web technologies,excellent,medium,IOT,testing,BPA,no,Cookbooks,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+3,6,4,7,no,yes,hadoop,database security,medium,poor,parallel computing,cloud computing,Testing and Maintainance Services,yes,Horror,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,1,5,8,no,yes,r programming,data science,medium,excellent,Software Engineering,security,Product based,no,Guide,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+2,4,2,1,yes,no,hadoop,database security,medium,excellent,data engineering,testing,SAaS services,no,Childrens,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,5,6,7,no,yes,machine learning,system designing,poor,excellent,programming,developer,Testing and Maintainance Services,no,Prayer books,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,0,7,1,no,yes,shell programming,system designing,medium,excellent,Software Engineering,system developer,BPA,no,Anthology,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+3,6,2,6,yes,no,python,testing,medium,medium,Computer Architecture,security,Cloud Services,yes,Encyclopedias,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,3,6,4,no,yes,shell programming,game development,excellent,excellent,networks,security,Finance,yes,Guide,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+6,2,1,3,no,yes,distro making,system designing,poor,medium,IOT,testing,Sales and Marketing,no,Romance,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+4,3,5,7,yes,no,shell programming,testing,poor,medium,Computer Architecture,developer,Cloud Services,yes,Autobiographies,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,3,3,4,no,no,machine learning,hacking,medium,poor,IOT,security,Finance,yes,Dictionaries,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,2,8,3,no,no,r programming,database security,excellent,poor,cloud computing,cloud computing,Product based,yes,Journals,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,3,7,1,yes,no,full stack,hacking,excellent,excellent,programming,security,Service Based,no,Romance,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,6,7,3,no,yes,python,web technologies,excellent,medium,hacking,testing,Cloud Services,yes,Journals,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,5,8,6,no,no,information security,cloud computing,medium,poor,Management,Business process analyst,Cloud Services,no,Dictionaries,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,0,1,7,yes,yes,machine learning,hacking,poor,medium,cloud computing,developer,BPA,no,Health,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,3,5,6,no,no,shell programming,game development,medium,excellent,programming,Business process analyst,Web Services,yes,Science fiction,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,1,3,yes,no,shell programming,testing,medium,poor,Computer Architecture,security,Sales and Marketing,no,Guide,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,1,4,9,yes,yes,machine learning,web technologies,poor,medium,hacking,cloud computing,BPA,yes,Biographies,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,6,6,7,yes,no,python,testing,medium,poor,parallel computing,security,Finance,no,Autobiographies,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,5,5,9,no,no,r programming,cloud computing,excellent,medium,Management,security,Product based,yes,Science fiction,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,6,7,3,no,no,shell programming,system designing,poor,medium,cloud computing,developer,Cloud Services,no,Journals,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+9,3,1,6,yes,yes,app development,game development,poor,excellent,IOT,cloud computing,Product based,no,Prayer books,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+6,5,9,2,no,yes,r programming,web technologies,excellent,poor,Software Engineering,cloud computing,Product based,yes,Encyclopedias,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,0,3,5,yes,yes,full stack,testing,excellent,medium,programming,cloud computing,product development,yes,Cookbooks,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,2,1,4,yes,yes,full stack,cloud computing,medium,poor,Software Engineering,security,Finance,yes,Religion-Spirituality,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,1,4,6,yes,no,hadoop,web technologies,medium,poor,IOT,system developer,Web Services,yes,Childrens,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+4,0,8,9,no,no,hadoop,system designing,poor,excellent,Management,cloud computing,Testing and Maintainance Services,no,Religion-Spirituality,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,2,6,6,no,yes,distro making,database security,poor,excellent,Computer Architecture,cloud computing,BPA,yes,Biographies,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,5,2,6,yes,yes,hadoop,hacking,excellent,excellent,programming,developer,Sales and Marketing,no,Self help,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,4,4,9,yes,yes,shell programming,database security,poor,poor,Software Engineering,developer,Web Services,yes,Self help,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,4,3,1,yes,yes,shell programming,game development,medium,excellent,networks,developer,Finance,yes,Drama,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,1,3,9,yes,yes,shell programming,testing,medium,excellent,IOT,cloud computing,Sales and Marketing,no,Health,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,0,1,6,yes,yes,machine learning,testing,poor,excellent,cloud computing,testing,Service Based,yes,History,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,3,4,8,no,yes,python,hacking,medium,poor,programming,testing,Finance,no,Action and Adventure,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,6,5,6,yes,no,r programming,cloud computing,medium,medium,hacking,system developer,SAaS services,yes,Guide,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,2,8,4,yes,yes,full stack,system designing,excellent,excellent,cloud computing,system developer,product development,yes,Dictionaries,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+4,5,7,3,yes,no,machine learning,web technologies,poor,poor,programming,system developer,Service Based,no,Satire,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,4,5,5,yes,no,r programming,web technologies,medium,medium,programming,security,SAaS services,no,Action and Adventure,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,4,9,9,no,no,full stack,testing,excellent,poor,Computer Architecture,testing,Service Based,no,Prayer books,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,0,5,2,no,no,full stack,data science,poor,medium,data engineering,system developer,Finance,no,Cookbooks,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,6,3,8,no,yes,python,game development,poor,poor,networks,developer,product development,yes,Health,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,5,3,3,yes,yes,hadoop,database security,poor,medium,networks,developer,Testing and Maintainance Services,yes,Series,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,2,2,3,yes,no,hadoop,system designing,excellent,poor,hacking,cloud computing,Cloud Services,yes,Horror,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,0,3,1,yes,no,full stack,database security,medium,medium,networks,cloud computing,Cloud Services,no,Prayer books,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,5,5,7,no,no,python,system designing,poor,excellent,data engineering,testing,Finance,yes,Art,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,3,2,8,no,no,distro making,data science,medium,poor,Software Engineering,cloud computing,BPA,yes,Religion-Spirituality,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,0,2,9,yes,yes,python,game development,excellent,medium,Management,Business process analyst,Web Services,no,History,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,6,1,7,no,yes,python,web technologies,poor,medium,cloud computing,Business process analyst,SAaS services,yes,Religion-Spirituality,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,0,9,6,no,no,distro making,testing,excellent,medium,Computer Architecture,cloud computing,Web Services,no,Art,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,0,3,6,yes,no,r programming,data science,excellent,excellent,programming,testing,Finance,no,Childrens,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+1,4,4,2,no,yes,information security,testing,medium,medium,IOT,system developer,Finance,yes,Guide,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,1,9,1,no,yes,app development,testing,poor,medium,cloud computing,cloud computing,Web Services,no,Anthology,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+1,0,7,4,no,no,python,game development,excellent,excellent,parallel computing,testing,Sales and Marketing,yes,Health,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,6,3,2,no,yes,hadoop,data science,medium,excellent,IOT,testing,Web Services,yes,Health,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,5,4,7,no,yes,machine learning,testing,medium,poor,hacking,security,Product based,yes,Guide,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,4,7,8,no,yes,full stack,database security,poor,medium,hacking,cloud computing,Testing and Maintainance Services,yes,Fantasy,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,2,2,4,no,yes,python,data science,excellent,medium,cloud computing,system developer,Testing and Maintainance Services,yes,Childrens,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+5,4,5,9,no,no,r programming,hacking,excellent,poor,programming,system developer,Sales and Marketing,yes,Guide,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,3,7,8,yes,yes,full stack,database security,medium,excellent,Management,cloud computing,BPA,no,Math,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,4,3,3,no,no,hadoop,database security,medium,poor,hacking,developer,Cloud Services,yes,Biographies,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,1,9,3,no,no,machine learning,web technologies,poor,excellent,Computer Architecture,Business process analyst,Finance,no,Action and Adventure,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,6,5,4,yes,no,shell programming,cloud computing,excellent,poor,data engineering,testing,Sales and Marketing,yes,Guide,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,2,6,no,no,hadoop,database security,excellent,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Religion-Spirituality,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+4,6,7,9,yes,yes,r programming,database security,excellent,excellent,IOT,developer,Web Services,yes,Self help,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+3,2,6,7,yes,no,hadoop,testing,medium,medium,data engineering,security,Web Services,yes,Prayer books,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,0,4,8,yes,yes,full stack,cloud computing,excellent,medium,cloud computing,system developer,product development,no,Science,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,4,9,3,no,yes,hadoop,testing,poor,medium,programming,Business process analyst,Product based,yes,Guide,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,6,8,5,no,no,information security,web technologies,poor,poor,cloud computing,testing,Web Services,yes,Horror,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,6,7,9,yes,yes,python,game development,excellent,medium,programming,system developer,Product based,yes,Self help,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+6,6,3,5,yes,yes,full stack,database security,medium,medium,cloud computing,system developer,Web Services,no,Encyclopedias,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,4,4,4,no,no,python,testing,excellent,excellent,data engineering,testing,Cloud Services,no,Self help,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,4,4,4,yes,no,shell programming,system designing,poor,medium,hacking,Business process analyst,Web Services,no,Biographies,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+5,2,2,8,no,no,distro making,hacking,medium,poor,programming,system developer,SAaS services,no,Horror,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,6,9,8,yes,yes,python,system designing,poor,poor,parallel computing,Business process analyst,Finance,no,Childrens,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,0,6,2,no,no,machine learning,web technologies,medium,excellent,Management,testing,product development,yes,Diaries,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,5,6,5,no,no,r programming,cloud computing,medium,excellent,Management,Business process analyst,Product based,yes,Series,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,3,9,1,yes,no,information security,system designing,excellent,poor,programming,Business process analyst,Testing and Maintainance Services,no,Biographies,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,2,2,4,no,no,full stack,cloud computing,poor,excellent,hacking,security,SAaS services,no,Mystery,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,2,5,3,yes,no,machine learning,web technologies,excellent,excellent,parallel computing,security,Testing and Maintainance Services,no,Travel,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,1,2,6,no,yes,app development,web technologies,medium,medium,cloud computing,cloud computing,Sales and Marketing,no,Self help,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,5,6,5,no,yes,shell programming,cloud computing,excellent,excellent,Software Engineering,cloud computing,Product based,yes,Prayer books,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,3,5,1,yes,yes,machine learning,web technologies,poor,excellent,IOT,testing,Web Services,no,Fantasy,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,6,6,4,yes,yes,hadoop,database security,excellent,excellent,networks,system developer,BPA,no,Series,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,5,6,7,yes,no,r programming,hacking,excellent,excellent,parallel computing,testing,product development,yes,Science fiction,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,4,9,8,no,yes,app development,data science,excellent,medium,parallel computing,security,Finance,no,Cookbooks,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+4,4,5,2,no,no,python,database security,excellent,medium,data engineering,security,Testing and Maintainance Services,no,Comics,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,5,8,3,no,no,hadoop,data science,excellent,poor,hacking,testing,BPA,yes,Satire,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+4,5,2,1,yes,yes,full stack,hacking,medium,poor,Software Engineering,system developer,Cloud Services,no,Dictionaries,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+2,3,5,1,yes,no,app development,database security,medium,medium,Software Engineering,system developer,Testing and Maintainance Services,yes,Action and Adventure,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,0,9,7,yes,yes,shell programming,data science,medium,medium,Management,system developer,SAaS services,yes,Anthology,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,5,1,9,no,no,full stack,system designing,poor,medium,cloud computing,developer,Cloud Services,yes,History,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,4,4,2,yes,yes,r programming,hacking,excellent,excellent,Management,system developer,Web Services,no,Childrens,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,5,5,4,yes,no,distro making,database security,poor,medium,Computer Architecture,security,Sales and Marketing,no,Action and Adventure,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,2,8,9,yes,no,information security,data science,poor,excellent,IOT,Business process analyst,BPA,no,Art,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,4,2,7,no,yes,python,system designing,medium,excellent,Software Engineering,security,Finance,no,Comics,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,1,7,3,yes,no,shell programming,game development,medium,poor,Software Engineering,system developer,product development,no,Romance,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,3,8,6,no,no,shell programming,cloud computing,excellent,excellent,data engineering,security,Product based,yes,Science,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,0,6,1,no,yes,app development,game development,excellent,excellent,Computer Architecture,security,BPA,yes,Science fiction,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,4,4,yes,yes,shell programming,system designing,poor,poor,Software Engineering,cloud computing,Cloud Services,no,Religion-Spirituality,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+2,1,9,5,yes,no,hadoop,data science,poor,excellent,cloud computing,Business process analyst,Service Based,yes,Travel,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+8,3,1,9,yes,yes,shell programming,system designing,excellent,medium,cloud computing,security,SAaS services,yes,Art,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,1,1,9,yes,no,distro making,game development,poor,excellent,data engineering,Business process analyst,Testing and Maintainance Services,no,Comics,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+4,5,2,1,no,yes,distro making,game development,poor,poor,Management,developer,Cloud Services,yes,Mystery,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+6,4,6,4,no,no,python,web technologies,excellent,poor,programming,Business process analyst,product development,yes,Dictionaries,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,4,2,1,yes,yes,full stack,testing,poor,excellent,Computer Architecture,security,BPA,no,Action and Adventure,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,0,5,5,yes,yes,full stack,cloud computing,poor,poor,Computer Architecture,system developer,Web Services,yes,Childrens,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,2,5,1,no,no,full stack,cloud computing,excellent,excellent,Software Engineering,cloud computing,Sales and Marketing,no,Fantasy,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,0,5,5,yes,no,information security,hacking,medium,excellent,hacking,security,SAaS services,no,Horror,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,6,4,8,yes,no,app development,system designing,poor,excellent,programming,Business process analyst,Web Services,yes,Autobiographies,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,4,9,6,no,yes,full stack,web technologies,poor,excellent,Software Engineering,developer,SAaS services,no,Horror,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,1,4,8,no,yes,r programming,web technologies,poor,poor,programming,Business process analyst,Service Based,no,Self help,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+8,6,2,6,no,yes,distro making,database security,excellent,excellent,data engineering,system developer,product development,no,Trilogy,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,1,8,4,no,yes,distro making,web technologies,poor,medium,Software Engineering,system developer,SAaS services,yes,Fantasy,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,2,6,2,yes,no,full stack,web technologies,excellent,excellent,Computer Architecture,system developer,Service Based,yes,Encyclopedias,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,4,9,1,yes,no,machine learning,cloud computing,poor,poor,programming,system developer,Sales and Marketing,yes,Self help,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,1,1,7,yes,yes,hadoop,web technologies,poor,medium,programming,developer,SAaS services,yes,Poetry,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,2,7,7,yes,yes,distro making,hacking,poor,medium,Computer Architecture,Business process analyst,Product based,yes,Trilogy,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+6,4,1,9,yes,yes,shell programming,system designing,poor,excellent,Management,cloud computing,BPA,no,Poetry,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,3,9,9,no,yes,r programming,hacking,medium,excellent,cloud computing,testing,Product based,no,Mystery,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,3,1,2,yes,yes,app development,web technologies,poor,excellent,programming,security,Sales and Marketing,yes,Horror,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+4,6,6,9,yes,yes,distro making,data science,excellent,medium,cloud computing,system developer,Finance,no,Horror,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+6,6,5,2,yes,yes,shell programming,database security,medium,excellent,data engineering,testing,Service Based,no,Drama,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+8,1,7,3,yes,yes,app development,data science,poor,medium,IOT,developer,Web Services,yes,Health,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,0,6,4,no,no,r programming,web technologies,excellent,medium,cloud computing,Business process analyst,SAaS services,yes,Fantasy,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,5,4,3,yes,yes,full stack,testing,medium,excellent,hacking,system developer,Finance,yes,Self help,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,0,9,5,no,no,app development,data science,medium,medium,cloud computing,cloud computing,Cloud Services,yes,Drama,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,5,5,8,no,no,r programming,data science,medium,medium,parallel computing,cloud computing,Service Based,no,Self help,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+5,1,6,4,no,no,hadoop,game development,excellent,poor,Computer Architecture,Business process analyst,Web Services,yes,Science fiction,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,1,4,5,no,no,distro making,hacking,medium,excellent,Software Engineering,system developer,Cloud Services,no,Encyclopedias,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,2,9,4,no,no,full stack,testing,excellent,excellent,Software Engineering,Business process analyst,Cloud Services,no,Diaries,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+2,4,5,6,yes,no,hadoop,system designing,poor,medium,programming,security,Testing and Maintainance Services,no,Horror,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,7,6,yes,yes,python,data science,poor,excellent,networks,security,SAaS services,yes,Art,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+7,4,7,8,no,no,machine learning,web technologies,excellent,medium,parallel computing,developer,Cloud Services,no,Travel,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,2,5,8,no,yes,r programming,cloud computing,poor,medium,networks,testing,Cloud Services,yes,Satire,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,3,5,5,no,yes,hadoop,data science,excellent,excellent,Computer Architecture,system developer,Sales and Marketing,yes,Trilogy,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,2,8,1,yes,yes,full stack,game development,excellent,excellent,Computer Architecture,system developer,Sales and Marketing,yes,Autobiographies,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+9,6,5,6,no,no,distro making,web technologies,poor,excellent,Management,security,Finance,yes,Science,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+8,0,2,5,no,yes,information security,game development,excellent,medium,Software Engineering,system developer,Sales and Marketing,yes,Drama,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,5,2,5,no,no,hadoop,game development,poor,poor,data engineering,developer,Finance,no,History,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,1,8,5,no,no,shell programming,cloud computing,poor,medium,cloud computing,security,Service Based,yes,Encyclopedias,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+3,5,4,8,no,yes,r programming,game development,excellent,medium,hacking,security,Cloud Services,yes,Dictionaries,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,5,8,9,no,yes,information security,web technologies,excellent,excellent,hacking,developer,product development,no,Science,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+2,0,1,3,yes,yes,information security,hacking,excellent,medium,cloud computing,system developer,Product based,no,Health,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,3,1,1,yes,no,app development,cloud computing,poor,excellent,cloud computing,security,Finance,yes,Romance,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+9,2,5,6,yes,yes,machine learning,database security,excellent,poor,Computer Architecture,Business process analyst,BPA,no,Art,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+1,3,5,1,no,yes,shell programming,testing,poor,poor,programming,cloud computing,Service Based,no,Religion-Spirituality,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,5,5,3,no,yes,machine learning,testing,medium,excellent,Management,Business process analyst,Service Based,yes,Health,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+5,1,1,3,no,no,shell programming,database security,poor,medium,programming,security,SAaS services,no,Science fiction,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,5,4,1,no,yes,hadoop,testing,medium,poor,parallel computing,developer,Finance,yes,Dictionaries,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+3,2,6,4,yes,no,r programming,cloud computing,excellent,poor,Computer Architecture,system developer,Product based,yes,Series,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+8,2,2,6,yes,yes,shell programming,cloud computing,excellent,excellent,data engineering,developer,product development,yes,Dictionaries,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,4,8,4,yes,yes,full stack,database security,excellent,excellent,Software Engineering,developer,Sales and Marketing,no,Cookbooks,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,2,3,9,no,yes,hadoop,testing,medium,poor,Management,security,Web Services,yes,Poetry,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+5,5,7,4,yes,no,hadoop,system designing,excellent,medium,networks,security,SAaS services,yes,Anthology,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+3,5,9,8,no,no,hadoop,system designing,excellent,excellent,Computer Architecture,system developer,Testing and Maintainance Services,yes,Horror,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,2,3,6,yes,yes,r programming,database security,excellent,excellent,networks,system developer,Cloud Services,yes,Comics,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+9,6,9,9,no,yes,app development,data science,poor,excellent,hacking,developer,Cloud Services,yes,Anthology,Technical,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,5,8,6,no,yes,distro making,data science,medium,poor,networks,system developer,Testing and Maintainance Services,no,History,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,1,7,1,no,no,app development,system designing,poor,medium,IOT,security,Finance,no,Science,Management,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+6,4,5,2,no,yes,full stack,web technologies,poor,excellent,networks,testing,Product based,yes,Self help,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+2,1,5,9,yes,yes,distro making,database security,excellent,medium,Computer Architecture,Business process analyst,product development,no,Anthology,Management,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+2,1,5,9,yes,yes,shell programming,data science,excellent,poor,networks,developer,SAaS services,no,Action and Adventure,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,1,3,6,yes,no,machine learning,cloud computing,excellent,poor,parallel computing,system developer,Service Based,no,Prayer books,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+4,2,6,3,no,no,machine learning,web technologies,medium,excellent,cloud computing,cloud computing,Cloud Services,no,Self help,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+8,2,9,3,yes,no,distro making,game development,poor,poor,cloud computing,cloud computing,Sales and Marketing,yes,Fantasy,Management,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+1,0,7,9,yes,no,r programming,database security,medium,excellent,cloud computing,Business process analyst,BPA,yes,Action and Adventure,Management,hard worker,no,no,Software Quality Assurance (QA) / Testing
+7,5,8,8,no,no,machine learning,system designing,excellent,poor,Management,security,product development,yes,Diaries,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+5,3,6,7,yes,yes,machine learning,web technologies,excellent,medium,cloud computing,testing,Web Services,yes,Encyclopedias,Technical,smart worker,no,no,Software Quality Assurance (QA) / Testing
+9,4,9,1,no,yes,hadoop,web technologies,excellent,poor,programming,security,SAaS services,no,Comics,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+4,4,3,5,yes,no,shell programming,hacking,poor,poor,IOT,system developer,Testing and Maintainance Services,yes,Series,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+1,4,7,8,no,yes,r programming,testing,excellent,medium,Management,system developer,Finance,no,Guide,Management,smart worker,no,no,Software Quality Assurance (QA) / Testing
+7,1,8,8,no,no,information security,data science,medium,medium,cloud computing,cloud computing,Sales and Marketing,yes,Dictionaries,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,2,1,1,no,no,hadoop,hacking,excellent,poor,programming,developer,product development,no,Fantasy,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+7,0,6,1,yes,no,machine learning,web technologies,excellent,medium,Management,developer,Testing and Maintainance Services,no,Mystery,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+7,1,6,3,no,yes,full stack,testing,medium,poor,parallel computing,developer,SAaS services,no,Encyclopedias,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+7,2,1,3,yes,yes,r programming,testing,excellent,excellent,hacking,testing,Web Services,yes,Science fiction,Technical,smart worker,yes,yes,Software Quality Assurance (QA) / Testing
+9,2,6,1,no,yes,information security,system designing,excellent,poor,cloud computing,Business process analyst,Product based,yes,Self help,Management,smart worker,no,yes,Software Quality Assurance (QA) / Testing
+9,6,4,2,yes,no,python,cloud computing,excellent,medium,networks,security,Finance,yes,Mystery,Technical,hard worker,no,yes,Software Quality Assurance (QA) / Testing
+1,0,2,8,no,yes,hadoop,web technologies,excellent,medium,networks,developer,Sales and Marketing,no,Religion-Spirituality,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+5,0,2,8,no,no,hadoop,database security,poor,medium,Software Engineering,cloud computing,Cloud Services,yes,Biographies,Management,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+3,4,7,5,no,yes,hadoop,web technologies,poor,poor,networks,system developer,product development,no,Self help,Technical,hard worker,yes,yes,Software Quality Assurance (QA) / Testing
+6,1,5,6,no,yes,information security,game development,poor,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Action and Adventure,Technical,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+4,5,8,8,yes,no,full stack,web technologies,medium,poor,hacking,developer,BPA,no,Self help,Technical,hard worker,yes,no,Software Quality Assurance (QA) / Testing
+3,5,1,6,yes,yes,machine learning,cloud computing,poor,excellent,parallel computing,security,Service Based,yes,Guide,Technical,hard worker,no,no,Software Quality Assurance (QA) / Testing
+1,4,9,5,no,no,full stack,cloud computing,poor,poor,IOT,testing,Cloud Services,yes,Travel,Management,smart worker,yes,no,Software Quality Assurance (QA) / Testing
+1,1,2,5,yes,no,python,data science,medium,excellent,networks,testing,Testing and Maintainance Services,no,Romance,Management,smart worker,yes,yes,Systems Security Administrator
+7,4,7,5,yes,no,shell programming,testing,excellent,excellent,data engineering,testing,Finance,yes,Horror,Technical,hard worker,no,no,Systems Security Administrator
+9,0,6,3,yes,yes,machine learning,system designing,medium,medium,data engineering,security,Testing and Maintainance Services,no,Prayer books,Technical,hard worker,no,yes,Systems Security Administrator
+8,3,9,1,no,no,machine learning,database security,poor,poor,Computer Architecture,testing,Web Services,yes,Health,Technical,hard worker,no,no,Systems Security Administrator
+7,5,1,7,no,yes,machine learning,system designing,poor,poor,parallel computing,system developer,Web Services,no,Series,Management,hard worker,yes,yes,Systems Security Administrator
+9,2,1,6,yes,no,shell programming,system designing,poor,medium,IOT,Business process analyst,Finance,no,Satire,Technical,smart worker,no,no,Systems Security Administrator
+2,1,7,5,no,no,distro making,hacking,excellent,medium,programming,developer,BPA,no,Series,Technical,smart worker,yes,yes,Systems Security Administrator
+7,4,1,1,no,yes,python,web technologies,medium,medium,hacking,cloud computing,product development,yes,Horror,Technical,smart worker,no,no,Systems Security Administrator
+6,1,9,4,yes,yes,machine learning,cloud computing,excellent,excellent,Computer Architecture,Business process analyst,Product based,yes,Childrens,Management,smart worker,yes,yes,Systems Security Administrator
+2,0,2,7,no,no,information security,data science,excellent,poor,parallel computing,testing,BPA,no,Trilogy,Management,smart worker,yes,no,Systems Security Administrator
+8,0,2,2,yes,yes,r programming,database security,medium,excellent,Software Engineering,testing,Product based,no,Guide,Management,hard worker,no,yes,Systems Security Administrator
+5,3,9,6,no,yes,distro making,cloud computing,medium,excellent,networks,security,Web Services,no,Cookbooks,Technical,hard worker,no,yes,Systems Security Administrator
+7,4,4,5,yes,yes,machine learning,system designing,poor,excellent,hacking,testing,product development,yes,Mystery,Management,smart worker,yes,no,Systems Security Administrator
+9,6,8,4,yes,yes,information security,hacking,poor,excellent,cloud computing,security,Cloud Services,no,Horror,Management,hard worker,yes,no,Systems Security Administrator
+9,0,1,6,no,no,full stack,cloud computing,poor,medium,networks,Business process analyst,BPA,no,Childrens,Technical,hard worker,yes,yes,Systems Security Administrator
+2,5,3,8,yes,yes,python,database security,poor,excellent,Software Engineering,testing,product development,yes,Poetry,Technical,smart worker,yes,yes,Systems Security Administrator
+4,3,2,4,no,yes,distro making,hacking,excellent,medium,programming,security,Product based,yes,Art,Technical,smart worker,yes,no,Systems Security Administrator
+5,5,6,6,no,no,information security,system designing,medium,excellent,Management,testing,Finance,no,History,Management,smart worker,no,no,Systems Security Administrator
+8,1,9,5,no,yes,machine learning,cloud computing,medium,excellent,IOT,developer,Finance,no,Journals,Management,hard worker,yes,no,Systems Security Administrator
+1,3,1,2,no,no,machine learning,web technologies,medium,medium,Software Engineering,Business process analyst,Service Based,yes,Self help,Technical,smart worker,yes,yes,Systems Security Administrator
+4,0,3,3,no,yes,machine learning,hacking,poor,poor,hacking,testing,Testing and Maintainance Services,no,Journals,Technical,smart worker,no,no,Systems Security Administrator
+6,5,6,5,no,no,hadoop,hacking,medium,poor,networks,security,Finance,no,Series,Management,hard worker,yes,yes,Systems Security Administrator
+1,0,7,3,no,no,machine learning,system designing,medium,medium,hacking,cloud computing,SAaS services,yes,Math,Technical,hard worker,yes,yes,Systems Security Administrator
+3,5,9,9,yes,no,hadoop,testing,poor,medium,Computer Architecture,developer,SAaS services,no,Art,Technical,smart worker,no,yes,Systems Security Administrator
+7,4,4,1,yes,yes,distro making,game development,poor,medium,hacking,security,SAaS services,yes,Childrens,Technical,smart worker,yes,no,Systems Security Administrator
+6,3,4,7,no,no,distro making,data science,excellent,poor,data engineering,security,Service Based,no,Dictionaries,Technical,hard worker,yes,no,Systems Security Administrator
+4,5,4,2,no,yes,app development,system designing,excellent,poor,networks,system developer,product development,yes,Childrens,Management,smart worker,yes,yes,Systems Security Administrator
+3,0,7,7,no,no,app development,data science,excellent,medium,Management,developer,Sales and Marketing,yes,Series,Management,hard worker,yes,no,Systems Security Administrator
+6,3,1,7,no,no,full stack,system designing,medium,excellent,Management,cloud computing,Web Services,no,Science,Management,smart worker,no,yes,Systems Security Administrator
+7,2,3,3,yes,yes,distro making,game development,poor,excellent,IOT,testing,product development,yes,Horror,Management,smart worker,no,no,Systems Security Administrator
+2,4,2,2,yes,no,information security,game development,excellent,medium,Software Engineering,security,BPA,yes,Fantasy,Management,hard worker,no,yes,Systems Security Administrator
+1,1,1,4,yes,no,machine learning,web technologies,medium,medium,IOT,Business process analyst,product development,yes,Cookbooks,Management,smart worker,yes,no,Systems Security Administrator
+9,1,7,4,yes,yes,shell programming,data science,excellent,excellent,hacking,security,Cloud Services,yes,Autobiographies,Technical,hard worker,no,no,Systems Security Administrator
+3,2,4,7,yes,no,machine learning,database security,medium,medium,cloud computing,developer,Finance,no,Biographies,Technical,hard worker,yes,yes,Systems Security Administrator
+4,5,9,9,yes,no,app development,testing,medium,excellent,networks,testing,BPA,no,Travel,Management,smart worker,yes,yes,Systems Security Administrator
+5,3,8,3,yes,yes,app development,hacking,poor,excellent,data engineering,cloud computing,Sales and Marketing,yes,Math,Technical,hard worker,yes,no,Systems Security Administrator
+7,5,5,7,no,no,shell programming,data science,excellent,medium,cloud computing,security,Product based,yes,Science,Management,smart worker,no,no,Systems Security Administrator
+2,2,6,7,yes,yes,app development,database security,medium,medium,data engineering,testing,Testing and Maintainance Services,no,Romance,Management,smart worker,yes,no,Systems Security Administrator
+3,6,4,1,no,yes,r programming,database security,medium,excellent,networks,system developer,BPA,no,History,Technical,hard worker,yes,no,Systems Security Administrator
+8,2,4,1,no,no,app development,testing,medium,excellent,hacking,cloud computing,SAaS services,no,Horror,Technical,smart worker,yes,yes,Systems Security Administrator
+3,0,5,1,no,yes,r programming,web technologies,poor,poor,networks,system developer,BPA,yes,Childrens,Technical,smart worker,no,no,Systems Security Administrator
+5,6,1,3,yes,yes,shell programming,system designing,excellent,excellent,parallel computing,developer,SAaS services,yes,Fantasy,Technical,smart worker,yes,yes,Systems Security Administrator
+1,3,8,7,no,no,app development,web technologies,poor,medium,parallel computing,cloud computing,Finance,no,Health,Management,hard worker,yes,no,Systems Security Administrator
+3,3,2,4,yes,yes,r programming,web technologies,excellent,poor,networks,testing,Testing and Maintainance Services,no,Self help,Management,smart worker,no,yes,Systems Security Administrator
+6,0,2,4,yes,yes,full stack,data science,excellent,excellent,Computer Architecture,security,Product based,no,History,Management,smart worker,yes,no,Systems Security Administrator
+6,5,2,9,yes,yes,shell programming,hacking,poor,poor,Management,security,product development,no,Math,Technical,hard worker,yes,yes,Systems Security Administrator
+5,2,6,7,yes,yes,machine learning,database security,poor,poor,cloud computing,cloud computing,Testing and Maintainance Services,yes,Anthology,Management,hard worker,no,yes,Systems Security Administrator
+7,2,3,6,yes,no,hadoop,game development,excellent,medium,Management,testing,Finance,no,Guide,Technical,smart worker,no,no,Systems Security Administrator
+7,4,2,2,no,yes,information security,data science,poor,poor,data engineering,testing,Product based,yes,Drama,Technical,hard worker,yes,yes,Systems Security Administrator
+7,5,8,3,no,yes,hadoop,cloud computing,poor,poor,Software Engineering,system developer,BPA,yes,Satire,Management,smart worker,yes,yes,Systems Security Administrator
+5,6,6,2,no,no,python,system designing,medium,poor,cloud computing,cloud computing,Finance,yes,Action and Adventure,Management,hard worker,yes,no,Systems Security Administrator
+7,0,6,6,no,yes,full stack,hacking,medium,excellent,IOT,testing,Product based,no,Satire,Technical,hard worker,yes,no,Systems Security Administrator
+6,6,7,8,yes,no,hadoop,data science,excellent,excellent,hacking,testing,Cloud Services,yes,Comics,Management,hard worker,no,yes,Systems Security Administrator
+4,6,5,9,no,yes,machine learning,database security,medium,excellent,programming,system developer,Testing and Maintainance Services,yes,Childrens,Management,hard worker,yes,yes,Systems Security Administrator
+3,6,2,3,yes,yes,r programming,cloud computing,medium,poor,Software Engineering,developer,Finance,no,Science fiction,Technical,hard worker,yes,no,Systems Security Administrator
+9,6,3,5,yes,yes,machine learning,hacking,poor,medium,networks,security,Cloud Services,yes,Anthology,Management,smart worker,yes,yes,Systems Security Administrator
+3,6,5,7,yes,no,r programming,data science,excellent,excellent,Management,testing,Product based,no,Anthology,Technical,smart worker,yes,yes,Systems Security Administrator
+1,2,4,6,no,yes,shell programming,database security,excellent,poor,Management,testing,Finance,no,Travel,Technical,hard worker,no,yes,Systems Security Administrator
+7,2,7,9,yes,yes,full stack,cloud computing,medium,poor,parallel computing,system developer,Finance,no,Prayer books,Technical,smart worker,no,no,Systems Security Administrator
+7,6,7,4,no,yes,full stack,web technologies,poor,medium,Computer Architecture,system developer,Testing and Maintainance Services,no,Science fiction,Management,smart worker,yes,no,Systems Security Administrator
+7,1,8,4,no,no,information security,database security,poor,poor,IOT,security,product development,no,Horror,Technical,hard worker,no,no,Systems Security Administrator
+6,0,9,3,yes,yes,hadoop,game development,medium,excellent,IOT,Business process analyst,Web Services,no,Horror,Technical,smart worker,no,no,Systems Security Administrator
+2,2,2,1,yes,no,distro making,hacking,excellent,excellent,parallel computing,Business process analyst,BPA,yes,Mystery,Technical,hard worker,yes,yes,Systems Security Administrator
+8,4,8,7,no,no,hadoop,cloud computing,poor,excellent,hacking,testing,Web Services,no,Science,Technical,hard worker,yes,yes,Systems Security Administrator
+3,1,3,7,yes,no,app development,database security,excellent,excellent,data engineering,developer,Service Based,yes,Math,Technical,hard worker,yes,yes,Systems Security Administrator
+4,6,8,2,no,no,full stack,game development,medium,excellent,data engineering,developer,product development,yes,Health,Management,hard worker,yes,yes,Systems Security Administrator
+7,3,6,7,no,yes,app development,data science,excellent,excellent,Computer Architecture,cloud computing,Product based,no,Drama,Technical,smart worker,yes,no,Systems Security Administrator
+6,6,8,5,yes,no,app development,cloud computing,poor,poor,Software Engineering,security,Cloud Services,yes,Science fiction,Technical,hard worker,no,yes,Systems Security Administrator
+1,0,4,7,no,no,r programming,testing,poor,medium,Management,Business process analyst,Cloud Services,no,Series,Management,hard worker,no,yes,Systems Security Administrator
+5,5,2,9,no,no,app development,database security,poor,medium,programming,cloud computing,BPA,yes,Horror,Technical,hard worker,yes,no,Systems Security Administrator
+3,0,7,7,yes,no,information security,database security,excellent,excellent,hacking,Business process analyst,Cloud Services,yes,Satire,Management,smart worker,no,yes,Systems Security Administrator
+8,1,4,2,yes,no,hadoop,web technologies,medium,excellent,hacking,system developer,Web Services,no,Anthology,Management,hard worker,yes,no,Systems Security Administrator
+9,3,4,6,no,yes,shell programming,testing,medium,medium,Computer Architecture,developer,Testing and Maintainance Services,yes,Art,Management,hard worker,yes,no,Systems Security Administrator
+3,4,3,1,yes,yes,distro making,hacking,excellent,poor,hacking,cloud computing,Product based,yes,Drama,Technical,smart worker,no,yes,Systems Security Administrator
+1,1,9,9,yes,no,distro making,database security,poor,poor,data engineering,security,Web Services,no,Self help,Management,smart worker,no,no,Systems Security Administrator
+8,5,6,1,yes,yes,distro making,hacking,excellent,poor,hacking,security,Finance,yes,Prayer books,Management,smart worker,yes,no,Systems Security Administrator
+6,2,1,4,yes,no,python,data science,medium,poor,Software Engineering,testing,product development,yes,Trilogy,Technical,smart worker,no,yes,Systems Security Administrator
+8,2,5,1,no,no,machine learning,system designing,poor,poor,networks,testing,Sales and Marketing,yes,Journals,Technical,hard worker,yes,no,Systems Security Administrator
+6,6,7,8,yes,yes,information security,game development,poor,medium,Computer Architecture,testing,Sales and Marketing,yes,Science,Technical,smart worker,no,yes,Systems Security Administrator
+2,1,1,1,no,no,information security,cloud computing,poor,excellent,networks,system developer,BPA,no,Health,Technical,smart worker,no,yes,Systems Security Administrator
+1,2,7,3,yes,yes,python,web technologies,medium,poor,hacking,system developer,Service Based,no,Mystery,Technical,hard worker,no,no,Systems Security Administrator
+9,5,1,7,yes,yes,app development,database security,poor,excellent,parallel computing,developer,Web Services,no,Action and Adventure,Technical,smart worker,no,no,Systems Security Administrator
+5,3,7,9,no,no,shell programming,system designing,poor,medium,Management,developer,Sales and Marketing,yes,Satire,Management,smart worker,no,yes,Systems Security Administrator
+7,3,2,7,yes,no,app development,system designing,excellent,poor,hacking,Business process analyst,SAaS services,no,Horror,Technical,hard worker,no,yes,Systems Security Administrator
+6,6,2,3,no,no,machine learning,data science,excellent,poor,programming,Business process analyst,BPA,no,Drama,Management,hard worker,yes,no,Systems Security Administrator
+6,5,7,7,yes,no,machine learning,web technologies,medium,excellent,networks,Business process analyst,SAaS services,no,Mystery,Technical,smart worker,yes,no,Systems Security Administrator
+4,3,5,3,yes,yes,app development,cloud computing,medium,medium,Software Engineering,Business process analyst,Finance,no,Satire,Technical,hard worker,no,no,Systems Security Administrator
+6,2,8,7,yes,no,r programming,hacking,poor,poor,programming,Business process analyst,Finance,no,Fantasy,Technical,hard worker,yes,no,Systems Security Administrator
+4,0,9,4,no,no,shell programming,game development,excellent,poor,Software Engineering,developer,Testing and Maintainance Services,yes,Diaries,Management,smart worker,yes,yes,Systems Security Administrator
+9,0,2,1,yes,yes,r programming,database security,poor,poor,cloud computing,cloud computing,SAaS services,yes,Health,Management,smart worker,yes,no,Systems Security Administrator
+6,3,2,8,yes,yes,python,web technologies,medium,excellent,networks,developer,Service Based,no,Biographies,Management,smart worker,yes,yes,Systems Security Administrator
+5,0,3,8,yes,yes,app development,game development,poor,medium,parallel computing,security,SAaS services,no,Anthology,Technical,hard worker,no,no,Systems Security Administrator
+6,6,9,9,yes,yes,python,cloud computing,poor,medium,Software Engineering,developer,Finance,yes,Guide,Management,smart worker,yes,no,Systems Security Administrator
+8,4,7,3,no,yes,full stack,game development,medium,medium,programming,cloud computing,Service Based,yes,Prayer books,Management,hard worker,no,yes,Systems Security Administrator
+6,2,4,7,no,no,shell programming,database security,medium,excellent,data engineering,security,SAaS services,yes,Drama,Management,smart worker,yes,yes,Systems Security Administrator
+1,5,7,1,no,no,hadoop,testing,poor,medium,networks,system developer,Sales and Marketing,no,Health,Management,smart worker,no,no,Systems Security Administrator
+7,2,6,4,yes,yes,r programming,testing,poor,poor,Software Engineering,testing,Product based,no,Journals,Technical,hard worker,no,yes,Systems Security Administrator
+2,6,6,4,no,no,distro making,game development,excellent,poor,data engineering,Business process analyst,BPA,no,Art,Management,hard worker,yes,no,Systems Security Administrator
+5,2,3,4,yes,yes,full stack,testing,medium,excellent,Computer Architecture,cloud computing,Service Based,no,Trilogy,Management,smart worker,yes,yes,Systems Security Administrator
+4,5,3,9,yes,yes,information security,hacking,excellent,medium,programming,system developer,Cloud Services,yes,Autobiographies,Management,hard worker,no,yes,Systems Security Administrator
+6,6,2,8,yes,yes,hadoop,system designing,poor,medium,hacking,developer,product development,yes,Romance,Management,hard worker,no,no,Systems Security Administrator
+8,3,3,6,no,no,full stack,database security,medium,excellent,networks,developer,Finance,no,Comics,Technical,smart worker,no,yes,Systems Security Administrator
+6,4,4,4,no,yes,distro making,database security,poor,poor,networks,testing,product development,yes,Poetry,Technical,hard worker,no,yes,Systems Security Administrator
+1,2,3,8,no,yes,machine learning,data science,excellent,poor,Management,developer,Web Services,yes,Science fiction,Technical,smart worker,no,yes,Systems Security Administrator
+5,3,3,4,no,no,distro making,web technologies,medium,medium,hacking,testing,product development,yes,Science fiction,Management,smart worker,yes,no,Systems Security Administrator
+7,2,5,7,yes,yes,python,cloud computing,medium,medium,IOT,cloud computing,Web Services,yes,Childrens,Technical,smart worker,no,yes,Systems Security Administrator
+6,2,7,4,no,no,hadoop,testing,excellent,medium,Computer Architecture,security,BPA,no,Health,Technical,hard worker,yes,yes,Systems Security Administrator
+7,4,6,7,no,no,machine learning,system designing,poor,medium,programming,Business process analyst,SAaS services,yes,History,Technical,hard worker,no,no,Systems Security Administrator
+5,1,5,1,yes,no,python,web technologies,excellent,poor,networks,Business process analyst,Cloud Services,yes,Fantasy,Management,smart worker,no,no,Systems Security Administrator
+1,3,8,4,no,yes,machine learning,data science,medium,poor,data engineering,cloud computing,Web Services,yes,Guide,Technical,hard worker,no,no,Systems Security Administrator
+7,6,6,5,yes,no,python,game development,medium,excellent,networks,Business process analyst,Testing and Maintainance Services,no,Self help,Management,hard worker,no,no,Systems Security Administrator
+6,0,1,3,no,no,machine learning,cloud computing,medium,excellent,programming,Business process analyst,Cloud Services,yes,Encyclopedias,Technical,hard worker,no,no,Systems Security Administrator
+5,6,1,9,no,no,machine learning,hacking,excellent,medium,IOT,testing,Sales and Marketing,no,Self help,Technical,smart worker,no,no,Systems Security Administrator
+2,0,2,2,yes,no,distro making,data science,excellent,excellent,Computer Architecture,system developer,Sales and Marketing,yes,Trilogy,Technical,hard worker,no,no,Systems Security Administrator
+5,0,2,6,yes,yes,app development,cloud computing,excellent,excellent,Computer Architecture,system developer,Product based,yes,Guide,Technical,hard worker,yes,no,Systems Security Administrator
+1,0,9,2,no,yes,r programming,data science,medium,poor,IOT,cloud computing,Product based,yes,Horror,Management,smart worker,no,no,Systems Security Administrator
+3,1,5,1,yes,no,shell programming,game development,medium,poor,parallel computing,developer,Service Based,yes,Religion-Spirituality,Management,hard worker,no,yes,Systems Security Administrator
+6,2,4,7,no,yes,shell programming,cloud computing,excellent,excellent,Software Engineering,cloud computing,BPA,no,Romance,Management,smart worker,yes,no,Systems Security Administrator
+5,0,4,4,no,yes,python,hacking,medium,excellent,hacking,system developer,Product based,yes,Journals,Technical,hard worker,no,yes,Systems Security Administrator
+9,5,4,8,yes,no,r programming,system designing,excellent,poor,cloud computing,developer,SAaS services,yes,Drama,Management,hard worker,yes,no,Systems Security Administrator
+2,3,8,3,no,yes,information security,testing,excellent,poor,parallel computing,testing,Web Services,no,Health,Technical,hard worker,yes,yes,Systems Security Administrator
+2,2,5,8,no,yes,app development,database security,medium,excellent,IOT,developer,Cloud Services,no,Poetry,Management,hard worker,no,yes,Systems Security Administrator
+9,2,5,8,no,no,information security,game development,excellent,poor,parallel computing,developer,Service Based,no,Horror,Technical,hard worker,no,no,Systems Security Administrator
+7,2,8,3,no,yes,app development,data science,excellent,poor,networks,testing,Finance,no,Horror,Technical,hard worker,yes,no,Systems Security Administrator
+4,2,4,2,no,no,app development,system designing,poor,medium,programming,developer,Product based,yes,Anthology,Technical,smart worker,yes,no,Systems Security Administrator
+8,1,5,7,no,no,python,testing,poor,medium,programming,developer,BPA,yes,Series,Management,smart worker,yes,yes,Systems Security Administrator
+1,1,1,5,yes,yes,shell programming,database security,medium,excellent,IOT,security,Cloud Services,yes,Autobiographies,Management,hard worker,no,yes,Systems Security Administrator
+6,2,4,8,yes,yes,r programming,database security,poor,medium,data engineering,testing,BPA,yes,Autobiographies,Management,smart worker,no,yes,Systems Security Administrator
+1,4,4,7,yes,yes,distro making,hacking,poor,medium,Software Engineering,developer,Web Services,yes,Poetry,Management,smart worker,yes,yes,Systems Security Administrator
+8,6,9,4,no,yes,python,game development,poor,excellent,Computer Architecture,security,Sales and Marketing,no,Biographies,Technical,hard worker,no,no,Systems Security Administrator
+5,1,3,1,no,no,distro making,hacking,excellent,medium,programming,developer,BPA,no,Self help,Technical,smart worker,yes,yes,Systems Security Administrator
+6,4,2,3,yes,no,full stack,system designing,medium,poor,Management,security,BPA,yes,Self help,Technical,smart worker,yes,yes,Systems Security Administrator
+7,0,6,7,no,yes,machine learning,cloud computing,excellent,excellent,networks,cloud computing,Web Services,no,Guide,Management,smart worker,no,yes,Systems Security Administrator
+4,1,6,4,yes,yes,hadoop,cloud computing,excellent,poor,parallel computing,testing,BPA,no,Art,Technical,hard worker,yes,no,Systems Security Administrator
+5,5,9,7,no,yes,shell programming,web technologies,medium,medium,cloud computing,developer,Finance,yes,Religion-Spirituality,Technical,hard worker,yes,no,Systems Security Administrator
+2,2,8,3,no,yes,python,system designing,excellent,excellent,data engineering,Business process analyst,Service Based,no,Fantasy,Management,smart worker,no,yes,Systems Security Administrator
+1,1,3,2,yes,no,machine learning,hacking,medium,medium,Software Engineering,testing,Testing and Maintainance Services,yes,Mystery,Technical,smart worker,yes,no,Systems Security Administrator
+6,2,6,6,no,yes,hadoop,hacking,poor,poor,Computer Architecture,Business process analyst,product development,yes,Science fiction,Technical,smart worker,no,no,Systems Security Administrator
+3,1,8,2,yes,no,shell programming,database security,poor,poor,cloud computing,cloud computing,Testing and Maintainance Services,yes,Science fiction,Management,smart worker,yes,yes,Systems Security Administrator
+1,5,3,3,no,yes,distro making,cloud computing,medium,excellent,parallel computing,cloud computing,Testing and Maintainance Services,yes,Science fiction,Management,smart worker,no,yes,Systems Security Administrator
+1,1,7,6,no,no,app development,testing,poor,medium,Management,developer,Sales and Marketing,yes,Poetry,Technical,hard worker,yes,no,Systems Security Administrator
+2,5,3,6,yes,no,distro making,system designing,medium,poor,programming,Business process analyst,Sales and Marketing,yes,Travel,Management,smart worker,yes,yes,Systems Security Administrator
+3,0,1,6,no,no,python,system designing,poor,excellent,Computer Architecture,system developer,product development,yes,Horror,Technical,hard worker,yes,yes,Systems Security Administrator
+9,2,8,9,yes,no,machine learning,hacking,medium,poor,IOT,security,product development,yes,Trilogy,Technical,hard worker,no,no,Systems Security Administrator
+7,0,3,8,yes,yes,distro making,database security,excellent,excellent,networks,Business process analyst,BPA,no,Math,Management,hard worker,yes,no,Systems Security Administrator
+4,2,2,6,no,yes,information security,cloud computing,excellent,poor,Computer Architecture,developer,BPA,no,Travel,Technical,hard worker,yes,yes,Systems Security Administrator
+3,3,6,8,yes,yes,r programming,hacking,medium,poor,networks,Business process analyst,Web Services,no,Romance,Management,hard worker,no,yes,Systems Security Administrator
+1,6,9,9,yes,yes,hadoop,web technologies,excellent,poor,programming,testing,SAaS services,yes,Biographies,Technical,hard worker,no,yes,Systems Security Administrator
+3,5,8,8,no,no,r programming,game development,excellent,excellent,data engineering,developer,BPA,yes,Guide,Management,smart worker,no,no,Systems Security Administrator
+6,5,8,8,no,no,python,testing,excellent,excellent,programming,developer,Web Services,yes,Fantasy,Technical,smart worker,no,no,Systems Security Administrator
+2,3,5,9,no,no,information security,hacking,excellent,excellent,Computer Architecture,security,Service Based,no,Encyclopedias,Technical,hard worker,no,yes,Systems Security Administrator
+2,3,4,7,no,no,distro making,database security,excellent,medium,Software Engineering,Business process analyst,Web Services,no,Dictionaries,Management,smart worker,yes,yes,Systems Security Administrator
+3,5,5,4,no,yes,shell programming,system designing,excellent,excellent,programming,system developer,Product based,no,Health,Management,smart worker,no,no,Systems Security Administrator
+7,0,9,8,no,no,full stack,database security,medium,excellent,networks,system developer,Finance,no,Math,Technical,hard worker,yes,yes,Systems Security Administrator
+7,4,4,1,yes,no,app development,data science,excellent,poor,data engineering,Business process analyst,Product based,no,Self help,Management,hard worker,no,yes,Systems Security Administrator
+3,2,7,8,yes,no,distro making,web technologies,excellent,poor,programming,cloud computing,Cloud Services,no,Art,Management,hard worker,no,yes,Systems Security Administrator
+6,2,4,5,yes,no,hadoop,web technologies,medium,excellent,programming,security,BPA,no,Drama,Technical,hard worker,no,yes,Systems Security Administrator
+4,6,5,3,yes,yes,hadoop,system designing,medium,excellent,Management,testing,Web Services,yes,Romance,Management,smart worker,no,no,Systems Security Administrator
+3,2,9,7,yes,no,distro making,system designing,excellent,medium,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Satire,Technical,hard worker,no,yes,Systems Security Administrator
+8,6,3,9,yes,no,information security,web technologies,poor,medium,hacking,developer,Product based,no,Mystery,Management,smart worker,yes,no,Systems Security Administrator
+5,2,6,1,no,yes,machine learning,cloud computing,poor,poor,IOT,cloud computing,Service Based,yes,Romance,Technical,smart worker,yes,yes,Systems Security Administrator
+6,5,7,2,no,no,full stack,system designing,medium,poor,networks,security,Cloud Services,yes,Anthology,Management,hard worker,no,yes,Systems Security Administrator
+1,1,3,1,yes,yes,distro making,database security,medium,poor,IOT,security,Service Based,yes,Self help,Management,hard worker,no,yes,Systems Security Administrator
+8,6,6,1,no,yes,shell programming,hacking,excellent,medium,programming,developer,Sales and Marketing,no,Romance,Technical,hard worker,no,yes,Systems Security Administrator
+7,2,4,5,yes,no,information security,hacking,medium,poor,cloud computing,Business process analyst,SAaS services,yes,Poetry,Management,hard worker,yes,no,Systems Security Administrator
+7,2,7,7,no,yes,app development,data science,medium,excellent,IOT,Business process analyst,Testing and Maintainance Services,no,Guide,Technical,smart worker,yes,no,Systems Security Administrator
+7,2,3,9,yes,no,machine learning,game development,excellent,poor,Software Engineering,cloud computing,Product based,yes,Biographies,Management,smart worker,no,yes,Systems Security Administrator
+9,4,1,8,no,no,r programming,hacking,medium,poor,parallel computing,Business process analyst,Finance,yes,History,Management,hard worker,no,no,Systems Security Administrator
+4,0,7,6,yes,yes,hadoop,hacking,poor,medium,IOT,security,SAaS services,yes,Horror,Technical,hard worker,no,yes,Systems Security Administrator
+4,5,1,2,no,no,app development,hacking,poor,medium,hacking,security,Web Services,no,Self help,Management,smart worker,yes,no,Systems Security Administrator
+5,1,7,4,yes,no,app development,hacking,excellent,medium,parallel computing,testing,Cloud Services,no,Journals,Technical,smart worker,yes,no,Systems Security Administrator
+1,1,3,6,yes,no,hadoop,hacking,medium,poor,IOT,developer,product development,yes,Mystery,Management,smart worker,yes,yes,Systems Security Administrator
+8,6,1,4,no,yes,distro making,web technologies,poor,medium,IOT,Business process analyst,Cloud Services,yes,Trilogy,Technical,hard worker,yes,no,Systems Security Administrator
+2,1,7,9,no,yes,full stack,data science,medium,medium,parallel computing,testing,BPA,yes,Fantasy,Technical,hard worker,yes,no,Systems Security Administrator
+2,3,3,1,no,no,machine learning,testing,excellent,medium,cloud computing,cloud computing,BPA,no,Satire,Management,hard worker,no,no,Systems Security Administrator
+7,0,2,3,no,yes,distro making,database security,poor,poor,Software Engineering,security,SAaS services,no,Comics,Technical,smart worker,no,yes,Systems Security Administrator
+1,5,1,4,yes,yes,r programming,system designing,poor,excellent,hacking,security,product development,no,Health,Technical,hard worker,no,yes,Systems Security Administrator
+3,2,8,2,no,no,full stack,system designing,excellent,medium,Computer Architecture,cloud computing,Service Based,no,Comics,Technical,smart worker,no,no,Systems Security Administrator
+7,0,9,6,no,no,app development,web technologies,poor,poor,Software Engineering,system developer,product development,no,Journals,Management,smart worker,no,no,Systems Security Administrator
+4,2,2,7,yes,yes,distro making,system designing,poor,excellent,Management,Business process analyst,Product based,no,Cookbooks,Technical,smart worker,no,yes,Systems Security Administrator
+6,1,7,8,no,yes,distro making,cloud computing,excellent,poor,Computer Architecture,testing,Testing and Maintainance Services,yes,Series,Technical,smart worker,no,no,Systems Security Administrator
+4,1,5,7,no,no,information security,database security,excellent,poor,parallel computing,security,Finance,yes,Health,Technical,smart worker,yes,no,Systems Security Administrator
+8,6,8,9,yes,yes,hadoop,hacking,medium,excellent,Software Engineering,system developer,Service Based,yes,Mystery,Technical,smart worker,yes,yes,Systems Security Administrator
+3,2,8,7,yes,yes,shell programming,web technologies,excellent,medium,Computer Architecture,testing,Product based,yes,Self help,Technical,hard worker,no,no,Systems Security Administrator
+1,4,5,4,yes,no,machine learning,data science,excellent,poor,cloud computing,security,Product based,no,Guide,Management,hard worker,yes,yes,Systems Security Administrator
+7,1,4,8,yes,yes,full stack,game development,excellent,medium,hacking,developer,SAaS services,yes,Prayer books,Management,hard worker,no,no,Systems Security Administrator
+3,2,3,4,yes,yes,shell programming,data science,medium,medium,networks,testing,Product based,no,Drama,Technical,smart worker,no,yes,Systems Security Administrator
+1,0,1,7,no,no,information security,testing,excellent,poor,data engineering,developer,Product based,no,Health,Technical,smart worker,no,no,Systems Security Administrator
+8,5,4,7,no,no,information security,web technologies,medium,medium,cloud computing,system developer,Finance,no,Horror,Technical,smart worker,no,no,Systems Security Administrator
+6,4,4,9,yes,yes,hadoop,database security,excellent,poor,hacking,system developer,Web Services,yes,Drama,Management,hard worker,yes,no,Systems Security Administrator
+4,6,8,2,no,yes,app development,cloud computing,excellent,medium,Computer Architecture,Business process analyst,SAaS services,yes,Dictionaries,Management,smart worker,no,yes,Systems Security Administrator
+8,0,7,3,yes,yes,machine learning,system designing,poor,poor,programming,cloud computing,BPA,no,Science fiction,Management,smart worker,no,no,Systems Security Administrator
+6,1,5,7,yes,no,distro making,data science,poor,medium,Management,testing,Web Services,no,Biographies,Management,hard worker,yes,no,Systems Security Administrator
+4,6,9,8,no,no,machine learning,system designing,medium,medium,cloud computing,Business process analyst,Service Based,no,Series,Management,smart worker,yes,no,Systems Security Administrator
+6,0,7,9,yes,yes,python,web technologies,excellent,medium,Management,security,Sales and Marketing,yes,Diaries,Technical,smart worker,no,yes,Systems Security Administrator
+8,2,7,6,yes,no,app development,testing,medium,poor,cloud computing,security,BPA,no,Science fiction,Management,hard worker,yes,yes,Systems Security Administrator
+3,0,2,6,yes,no,machine learning,web technologies,medium,poor,Computer Architecture,security,Service Based,yes,Satire,Technical,smart worker,yes,no,Systems Security Administrator
+1,2,5,2,yes,no,r programming,web technologies,excellent,medium,Management,Business process analyst,product development,yes,Health,Management,hard worker,yes,no,Systems Security Administrator
+5,4,7,2,yes,yes,hadoop,database security,poor,excellent,Computer Architecture,system developer,Testing and Maintainance Services,yes,Drama,Technical,smart worker,yes,yes,Systems Security Administrator
+4,4,2,9,no,yes,shell programming,web technologies,medium,poor,Computer Architecture,system developer,Service Based,yes,Journals,Management,smart worker,yes,yes,Systems Security Administrator
+2,0,5,3,no,no,r programming,database security,medium,medium,Management,cloud computing,Product based,yes,Drama,Technical,hard worker,yes,no,Systems Security Administrator
+8,4,4,9,yes,no,machine learning,database security,excellent,excellent,cloud computing,developer,Service Based,no,Travel,Management,smart worker,yes,yes,Systems Security Administrator
+1,6,4,2,yes,yes,information security,web technologies,medium,excellent,Management,security,Web Services,yes,Autobiographies,Technical,smart worker,yes,no,Systems Security Administrator
+5,1,9,7,no,no,information security,system designing,excellent,poor,Computer Architecture,developer,Product based,no,Guide,Technical,smart worker,yes,no,Systems Security Administrator
+5,1,2,5,no,no,distro making,database security,poor,excellent,Software Engineering,security,Cloud Services,no,Mystery,Management,smart worker,yes,no,Systems Security Administrator
+1,0,9,4,no,no,information security,system designing,excellent,poor,data engineering,security,Testing and Maintainance Services,yes,Journals,Technical,hard worker,yes,yes,Systems Security Administrator
+8,2,7,1,no,yes,information security,hacking,medium,poor,IOT,cloud computing,Service Based,yes,Guide,Technical,hard worker,no,yes,Systems Security Administrator
+2,0,5,4,yes,no,hadoop,cloud computing,medium,excellent,parallel computing,security,BPA,yes,Diaries,Management,hard worker,no,no,Systems Security Administrator
+8,4,6,5,no,yes,information security,database security,excellent,medium,cloud computing,Business process analyst,product development,no,History,Management,smart worker,yes,no,Systems Security Administrator
+7,5,2,1,no,yes,python,database security,medium,poor,networks,security,SAaS services,no,Self help,Management,smart worker,yes,yes,Systems Security Administrator
+2,4,2,5,no,yes,python,data science,medium,excellent,programming,testing,product development,no,Horror,Management,hard worker,no,yes,Systems Security Administrator
+5,1,3,7,yes,yes,distro making,testing,excellent,poor,cloud computing,system developer,Sales and Marketing,no,Science,Management,smart worker,yes,yes,Systems Security Administrator
+1,3,7,9,no,yes,hadoop,web technologies,medium,poor,Computer Architecture,testing,product development,no,Health,Technical,hard worker,no,yes,Systems Security Administrator
+2,0,3,8,yes,yes,shell programming,testing,excellent,medium,Management,testing,Finance,yes,Series,Management,smart worker,no,yes,Systems Security Administrator
+6,4,1,9,yes,no,shell programming,data science,medium,medium,Management,Business process analyst,Sales and Marketing,yes,Childrens,Management,hard worker,no,no,Systems Security Administrator
+2,5,4,2,yes,yes,app development,cloud computing,medium,medium,parallel computing,Business process analyst,Testing and Maintainance Services,no,Comics,Management,hard worker,no,no,Systems Security Administrator
+1,0,8,2,yes,no,app development,cloud computing,excellent,excellent,cloud computing,security,product development,yes,Anthology,Technical,hard worker,no,no,Systems Security Administrator
+6,5,9,7,no,no,app development,hacking,medium,excellent,programming,system developer,Cloud Services,no,Prayer books,Technical,hard worker,yes,yes,Systems Security Administrator
+9,6,9,5,yes,yes,python,system designing,poor,poor,networks,cloud computing,Sales and Marketing,no,Dictionaries,Technical,hard worker,no,yes,Systems Security Administrator
+5,2,7,3,no,no,hadoop,hacking,poor,medium,Management,Business process analyst,Testing and Maintainance Services,no,Drama,Technical,hard worker,no,no,Systems Security Administrator
+2,1,4,6,yes,no,python,cloud computing,medium,excellent,programming,cloud computing,Sales and Marketing,no,Biographies,Management,hard worker,yes,no,Systems Security Administrator
+4,1,6,9,no,no,python,game development,poor,excellent,Management,system developer,Cloud Services,yes,Health,Technical,smart worker,no,yes,Systems Security Administrator
+9,0,3,8,no,yes,information security,hacking,poor,excellent,data engineering,cloud computing,Finance,no,Journals,Technical,hard worker,yes,no,Systems Security Administrator
+7,1,8,4,yes,no,information security,cloud computing,poor,medium,cloud computing,system developer,Product based,no,Mystery,Technical,hard worker,yes,yes,Systems Security Administrator
+3,0,1,5,no,no,full stack,database security,poor,medium,programming,security,Finance,yes,Math,Technical,smart worker,yes,yes,Systems Security Administrator
+4,2,7,3,no,no,information security,cloud computing,medium,excellent,IOT,security,Service Based,no,Horror,Management,hard worker,yes,yes,Systems Security Administrator
+7,6,9,9,yes,yes,information security,system designing,excellent,poor,IOT,Business process analyst,Sales and Marketing,no,Travel,Technical,smart worker,no,no,Systems Security Administrator
+4,2,7,3,yes,yes,full stack,data science,medium,medium,hacking,testing,Finance,no,Mystery,Management,smart worker,yes,yes,Systems Security Administrator
+1,5,9,8,no,yes,python,hacking,medium,medium,IOT,security,Testing and Maintainance Services,yes,Science fiction,Management,smart worker,no,no,Systems Security Administrator
+7,3,6,5,no,no,hadoop,cloud computing,poor,poor,Computer Architecture,system developer,Product based,yes,Action and Adventure,Management,hard worker,yes,yes,Systems Security Administrator
+9,1,9,5,yes,yes,r programming,testing,medium,medium,Computer Architecture,testing,Web Services,no,Anthology,Management,smart worker,no,yes,Systems Security Administrator
+4,5,5,7,no,yes,python,database security,excellent,excellent,parallel computing,cloud computing,Product based,no,Science fiction,Technical,smart worker,yes,no,Systems Security Administrator
+7,5,7,6,no,no,python,data science,medium,poor,cloud computing,security,Service Based,yes,History,Technical,hard worker,yes,yes,Systems Security Administrator
+1,0,4,5,no,no,distro making,cloud computing,poor,poor,parallel computing,security,Web Services,no,Guide,Technical,smart worker,yes,no,Systems Security Administrator
+4,1,2,4,no,no,distro making,web technologies,excellent,medium,networks,system developer,SAaS services,no,Biographies,Management,hard worker,no,no,Systems Security Administrator
+2,3,6,4,yes,no,python,web technologies,poor,excellent,parallel computing,cloud computing,Testing and Maintainance Services,no,Science,Technical,smart worker,yes,no,Systems Security Administrator
+7,2,9,9,no,yes,hadoop,system designing,medium,poor,cloud computing,testing,Sales and Marketing,yes,Art,Management,smart worker,yes,no,Systems Security Administrator
+7,3,8,1,no,no,shell programming,testing,excellent,poor,IOT,system developer,Sales and Marketing,no,Cookbooks,Management,hard worker,yes,yes,Systems Security Administrator
+1,6,4,6,yes,no,r programming,data science,medium,medium,Software Engineering,developer,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,yes,yes,Systems Security Administrator
+6,4,9,8,yes,no,hadoop,web technologies,medium,poor,data engineering,cloud computing,Cloud Services,yes,Prayer books,Management,smart worker,yes,yes,Systems Security Administrator
+7,5,3,8,yes,no,distro making,system designing,excellent,excellent,data engineering,Business process analyst,SAaS services,no,History,Technical,hard worker,no,yes,Systems Security Administrator
+5,5,9,9,no,yes,information security,web technologies,medium,medium,parallel computing,testing,BPA,no,History,Technical,smart worker,yes,yes,Systems Security Administrator
+9,3,3,4,yes,no,r programming,database security,excellent,excellent,data engineering,Business process analyst,product development,yes,Self help,Management,smart worker,no,yes,Systems Security Administrator
+8,1,5,3,yes,yes,app development,testing,excellent,medium,Computer Architecture,Business process analyst,BPA,no,Guide,Management,smart worker,no,no,Systems Security Administrator
+2,6,8,2,yes,no,machine learning,database security,medium,excellent,networks,system developer,Finance,yes,Romance,Management,hard worker,no,yes,Systems Security Administrator
+4,5,8,7,no,yes,machine learning,testing,medium,medium,parallel computing,system developer,Product based,yes,History,Technical,hard worker,no,yes,Systems Security Administrator
+9,6,2,6,no,no,app development,hacking,poor,excellent,Management,cloud computing,Testing and Maintainance Services,yes,Guide,Management,smart worker,no,no,Systems Security Administrator
+9,2,3,8,no,no,app development,hacking,poor,medium,programming,Business process analyst,Sales and Marketing,yes,Autobiographies,Management,hard worker,yes,yes,Systems Security Administrator
+5,5,6,7,yes,yes,hadoop,hacking,medium,medium,parallel computing,developer,Sales and Marketing,no,Self help,Technical,hard worker,yes,no,Systems Security Administrator
+3,6,1,1,yes,yes,app development,web technologies,medium,excellent,IOT,developer,SAaS services,no,Diaries,Technical,smart worker,no,no,Systems Security Administrator
+4,0,5,2,yes,no,machine learning,game development,excellent,excellent,Management,testing,Web Services,no,Art,Technical,smart worker,no,yes,Systems Security Administrator
+6,0,6,9,yes,yes,machine learning,cloud computing,poor,excellent,Computer Architecture,testing,Product based,no,Self help,Management,smart worker,no,no,Systems Security Administrator
+2,2,3,2,no,yes,information security,data science,poor,medium,parallel computing,cloud computing,Sales and Marketing,no,History,Technical,smart worker,no,no,Systems Security Administrator
+9,0,8,5,yes,yes,information security,database security,poor,excellent,parallel computing,developer,Service Based,yes,Drama,Management,smart worker,no,no,Systems Security Administrator
+3,5,6,5,no,no,information security,data science,medium,poor,Computer Architecture,developer,Service Based,yes,Drama,Management,smart worker,no,no,Systems Security Administrator
+6,0,5,4,no,no,distro making,game development,poor,medium,networks,testing,Sales and Marketing,yes,Trilogy,Management,smart worker,no,yes,Systems Security Administrator
+9,6,7,7,no,no,distro making,testing,excellent,medium,Computer Architecture,security,Web Services,no,Encyclopedias,Technical,smart worker,no,no,Systems Security Administrator
+7,4,5,1,no,yes,distro making,system designing,poor,excellent,networks,cloud computing,Product based,no,Guide,Management,smart worker,yes,yes,Systems Security Administrator
+9,4,8,6,no,no,information security,data science,medium,poor,data engineering,developer,Product based,yes,Autobiographies,Technical,hard worker,yes,yes,Systems Security Administrator
+3,2,1,9,no,no,distro making,testing,poor,excellent,parallel computing,system developer,Web Services,no,History,Technical,smart worker,no,yes,Systems Security Administrator
+1,5,8,6,yes,yes,shell programming,testing,medium,excellent,IOT,Business process analyst,Sales and Marketing,no,Trilogy,Management,smart worker,yes,yes,Systems Security Administrator
+6,3,2,5,yes,yes,shell programming,hacking,poor,poor,Software Engineering,cloud computing,product development,yes,Action and Adventure,Technical,hard worker,no,yes,Systems Security Administrator
+3,5,7,6,yes,yes,information security,game development,medium,poor,data engineering,cloud computing,Testing and Maintainance Services,yes,Trilogy,Management,hard worker,no,no,Systems Security Administrator
+9,6,6,8,yes,no,hadoop,hacking,excellent,excellent,cloud computing,developer,Testing and Maintainance Services,yes,Poetry,Technical,smart worker,yes,no,Systems Security Administrator
+2,5,6,5,yes,yes,full stack,cloud computing,poor,poor,IOT,testing,SAaS services,no,Prayer books,Technical,smart worker,no,no,Systems Security Administrator
+1,0,7,9,no,yes,app development,data science,medium,medium,data engineering,security,SAaS services,no,Poetry,Management,hard worker,yes,no,Systems Security Administrator
+6,2,9,9,yes,no,machine learning,game development,excellent,medium,programming,cloud computing,BPA,yes,Guide,Management,hard worker,yes,no,Systems Security Administrator
+3,1,6,7,no,no,shell programming,testing,poor,medium,IOT,system developer,Testing and Maintainance Services,yes,Comics,Management,smart worker,yes,yes,Systems Security Administrator
+9,5,8,7,yes,no,app development,game development,excellent,medium,cloud computing,Business process analyst,Product based,no,Autobiographies,Technical,hard worker,no,no,Systems Security Administrator
+6,2,9,7,no,no,machine learning,game development,excellent,poor,IOT,cloud computing,product development,no,Romance,Management,hard worker,yes,no,Systems Security Administrator
+4,1,2,1,no,yes,app development,testing,medium,excellent,Software Engineering,developer,Sales and Marketing,yes,Science fiction,Technical,smart worker,yes,no,Systems Security Administrator
+1,5,6,2,no,yes,information security,hacking,medium,medium,hacking,system developer,BPA,yes,Math,Management,smart worker,no,yes,Systems Security Administrator
+6,0,8,2,no,yes,full stack,data science,poor,medium,IOT,testing,SAaS services,yes,Math,Technical,smart worker,yes,yes,Systems Security Administrator
+9,6,2,9,yes,yes,machine learning,game development,medium,medium,parallel computing,testing,Testing and Maintainance Services,yes,Guide,Management,smart worker,yes,yes,Systems Security Administrator
+4,6,6,7,no,no,app development,system designing,excellent,medium,programming,testing,Product based,no,Prayer books,Technical,smart worker,no,yes,Systems Security Administrator
+8,0,9,1,yes,no,full stack,system designing,medium,poor,data engineering,developer,Product based,yes,Health,Management,smart worker,yes,yes,Systems Security Administrator
+4,6,8,3,yes,no,shell programming,web technologies,medium,medium,IOT,Business process analyst,Sales and Marketing,no,Science fiction,Technical,hard worker,no,no,Systems Security Administrator
+4,0,7,8,yes,no,distro making,database security,medium,poor,cloud computing,testing,Testing and Maintainance Services,no,Prayer books,Management,hard worker,no,yes,Systems Security Administrator
+6,5,8,5,no,yes,python,data science,excellent,medium,parallel computing,Business process analyst,Cloud Services,no,Cookbooks,Technical,hard worker,yes,no,Systems Security Administrator
+5,6,2,4,yes,no,r programming,hacking,poor,excellent,Computer Architecture,security,Testing and Maintainance Services,no,Religion-Spirituality,Management,hard worker,no,no,Systems Security Administrator
+9,2,2,2,yes,no,r programming,database security,medium,poor,Software Engineering,Business process analyst,product development,yes,Prayer books,Technical,hard worker,yes,no,Systems Security Administrator
+5,4,8,6,no,yes,information security,web technologies,medium,poor,IOT,system developer,SAaS services,no,Biographies,Management,hard worker,no,no,Systems Security Administrator
+5,3,1,5,yes,yes,python,web technologies,poor,excellent,networks,developer,Web Services,yes,Fantasy,Management,smart worker,no,no,Systems Security Administrator
+6,0,5,9,no,no,full stack,game development,excellent,excellent,Computer Architecture,security,BPA,yes,Poetry,Technical,hard worker,no,yes,Systems Security Administrator
+6,5,6,2,yes,yes,r programming,data science,excellent,poor,data engineering,developer,Finance,no,Satire,Management,smart worker,no,yes,Systems Security Administrator
+3,4,9,5,no,no,app development,system designing,medium,medium,Software Engineering,developer,Service Based,yes,Childrens,Technical,hard worker,yes,yes,Systems Security Administrator
+2,2,2,6,no,yes,python,database security,poor,medium,programming,cloud computing,Finance,no,History,Management,hard worker,no,no,Systems Security Administrator
+6,5,1,2,yes,yes,full stack,web technologies,medium,medium,Software Engineering,system developer,Testing and Maintainance Services,no,Guide,Technical,hard worker,no,yes,Systems Security Administrator
+8,1,5,7,no,no,r programming,database security,poor,medium,networks,developer,Testing and Maintainance Services,no,Health,Technical,hard worker,no,yes,Systems Security Administrator
+4,2,8,7,no,no,full stack,database security,medium,poor,IOT,developer,Cloud Services,yes,Health,Technical,smart worker,yes,yes,Systems Security Administrator
+7,6,5,2,yes,no,information security,web technologies,poor,poor,Software Engineering,system developer,Finance,no,Dictionaries,Management,hard worker,no,no,Systems Security Administrator
+3,1,7,5,no,no,information security,hacking,poor,medium,Management,cloud computing,Cloud Services,no,History,Management,smart worker,yes,no,Systems Security Administrator
+1,0,1,8,no,yes,app development,system designing,poor,poor,cloud computing,cloud computing,Service Based,yes,Science,Management,hard worker,yes,no,Systems Security Administrator
+6,2,3,5,yes,no,machine learning,data science,medium,medium,data engineering,cloud computing,product development,yes,Math,Management,smart worker,no,yes,Systems Security Administrator
+6,0,3,7,yes,no,app development,hacking,medium,excellent,IOT,system developer,BPA,yes,Self help,Technical,hard worker,yes,no,Systems Security Administrator
+1,3,3,7,no,no,shell programming,database security,excellent,excellent,hacking,security,Sales and Marketing,yes,Prayer books,Technical,smart worker,yes,no,Systems Security Administrator
+6,5,5,4,no,yes,r programming,database security,poor,excellent,networks,security,SAaS services,yes,Trilogy,Management,hard worker,yes,yes,Systems Security Administrator
+9,0,7,2,yes,no,full stack,cloud computing,poor,excellent,data engineering,Business process analyst,BPA,no,Horror,Technical,smart worker,yes,yes,Systems Security Administrator
+2,3,3,3,yes,yes,app development,web technologies,poor,poor,Management,developer,Service Based,no,Series,Management,smart worker,yes,yes,Systems Security Administrator
+4,0,1,8,no,no,full stack,cloud computing,poor,medium,hacking,developer,Finance,yes,Guide,Technical,hard worker,no,no,Systems Security Administrator
+2,4,9,7,no,no,distro making,data science,excellent,poor,Management,system developer,product development,no,Autobiographies,Technical,hard worker,no,no,Systems Security Administrator
+4,4,8,4,no,yes,hadoop,game development,medium,excellent,Management,system developer,Sales and Marketing,no,Health,Technical,smart worker,yes,yes,Systems Security Administrator
+3,0,2,2,no,yes,hadoop,cloud computing,medium,medium,programming,cloud computing,SAaS services,yes,Childrens,Management,smart worker,yes,yes,Systems Security Administrator
+3,2,2,7,yes,yes,information security,testing,excellent,poor,cloud computing,developer,Web Services,yes,Self help,Management,hard worker,yes,yes,Systems Security Administrator
+9,2,9,1,no,no,information security,database security,excellent,poor,Computer Architecture,developer,Sales and Marketing,yes,History,Management,smart worker,yes,no,Systems Security Administrator
+5,1,7,3,yes,no,hadoop,cloud computing,poor,excellent,Management,cloud computing,Service Based,no,Romance,Management,hard worker,no,no,Systems Security Administrator
+4,4,2,6,no,yes,information security,cloud computing,medium,excellent,networks,system developer,product development,yes,Science fiction,Technical,hard worker,no,yes,Systems Security Administrator
+2,6,6,3,no,no,r programming,data science,poor,excellent,programming,developer,Service Based,yes,Satire,Technical,hard worker,yes,no,Systems Security Administrator
+3,6,1,2,yes,no,python,cloud computing,medium,excellent,networks,Business process analyst,product development,no,Prayer books,Technical,smart worker,yes,no,Systems Security Administrator
+4,1,4,7,yes,no,r programming,cloud computing,medium,poor,Software Engineering,Business process analyst,Service Based,yes,History,Technical,hard worker,yes,yes,Systems Security Administrator
+9,2,6,2,yes,yes,information security,cloud computing,poor,excellent,hacking,system developer,Web Services,no,Anthology,Technical,smart worker,no,yes,Systems Security Administrator
+6,5,1,5,yes,no,hadoop,testing,poor,excellent,programming,testing,SAaS services,yes,Biographies,Management,hard worker,yes,no,Systems Security Administrator
+8,0,6,8,yes,yes,app development,database security,medium,medium,hacking,testing,Service Based,no,Dictionaries,Management,hard worker,yes,yes,Systems Security Administrator
+1,5,2,1,yes,yes,hadoop,web technologies,excellent,poor,Software Engineering,developer,Product based,no,Guide,Management,hard worker,yes,no,Systems Security Administrator
+5,1,5,9,yes,no,app development,cloud computing,medium,medium,networks,system developer,Product based,yes,Action and Adventure,Management,hard worker,yes,no,Systems Security Administrator
+6,2,4,7,yes,yes,full stack,web technologies,excellent,poor,programming,security,product development,yes,Drama,Management,hard worker,no,no,Systems Security Administrator
+8,0,8,9,no,no,distro making,system designing,excellent,poor,parallel computing,system developer,BPA,yes,Diaries,Technical,smart worker,no,yes,Systems Security Administrator
+1,3,8,7,no,yes,r programming,system designing,medium,medium,networks,developer,Service Based,no,Travel,Technical,smart worker,no,no,Systems Security Administrator
+9,5,8,2,yes,yes,app development,cloud computing,poor,poor,cloud computing,cloud computing,Service Based,no,Childrens,Technical,hard worker,no,no,Systems Security Administrator
+6,2,9,5,yes,yes,shell programming,web technologies,medium,excellent,Software Engineering,Business process analyst,Web Services,no,Dictionaries,Management,smart worker,yes,no,Systems Security Administrator
+7,3,6,8,yes,no,information security,testing,poor,medium,parallel computing,testing,Cloud Services,yes,Biographies,Management,hard worker,yes,yes,Systems Security Administrator
+1,4,4,2,yes,yes,app development,testing,medium,medium,parallel computing,cloud computing,Service Based,no,Dictionaries,Management,smart worker,no,yes,Systems Security Administrator
+8,0,8,5,yes,yes,r programming,data science,poor,poor,data engineering,cloud computing,Finance,yes,Biographies,Management,smart worker,yes,no,Systems Security Administrator
+4,5,1,4,no,yes,python,testing,excellent,poor,data engineering,Business process analyst,BPA,no,Journals,Management,hard worker,yes,no,Systems Security Administrator
+7,4,4,2,no,no,hadoop,database security,medium,poor,programming,system developer,Product based,yes,Poetry,Technical,smart worker,no,yes,Systems Security Administrator
+5,3,2,7,yes,no,full stack,system designing,poor,medium,IOT,security,Cloud Services,yes,Action and Adventure,Management,smart worker,no,yes,Systems Security Administrator
+7,5,9,6,no,no,machine learning,data science,poor,poor,Computer Architecture,cloud computing,BPA,yes,Series,Management,smart worker,no,yes,Systems Security Administrator
+6,0,7,4,yes,yes,information security,web technologies,medium,excellent,hacking,testing,Cloud Services,yes,Comics,Management,hard worker,no,yes,Systems Security Administrator
+8,2,3,1,yes,yes,hadoop,data science,medium,excellent,data engineering,cloud computing,Sales and Marketing,yes,Biographies,Technical,smart worker,no,no,Systems Security Administrator
+4,2,2,1,yes,no,r programming,game development,medium,medium,programming,Business process analyst,SAaS services,no,Art,Technical,hard worker,no,yes,Systems Security Administrator
+8,3,5,8,no,yes,information security,game development,medium,poor,hacking,system developer,Web Services,yes,Art,Technical,hard worker,no,no,Systems Security Administrator
+4,4,1,6,yes,yes,app development,game development,excellent,medium,Management,cloud computing,Cloud Services,yes,Mystery,Technical,smart worker,no,no,Systems Security Administrator
+2,1,9,2,yes,yes,hadoop,hacking,medium,medium,Software Engineering,testing,Web Services,yes,Biographies,Management,smart worker,no,no,Systems Security Administrator
+9,4,4,8,no,no,information security,game development,medium,excellent,Software Engineering,developer,product development,yes,Guide,Technical,hard worker,no,yes,Systems Security Administrator
+5,4,5,6,yes,yes,full stack,database security,poor,poor,networks,developer,Service Based,no,Autobiographies,Technical,smart worker,yes,no,Systems Security Administrator
+1,2,6,8,yes,no,app development,hacking,poor,excellent,Software Engineering,system developer,Product based,yes,Childrens,Management,smart worker,yes,no,Systems Security Administrator
+5,1,9,7,no,yes,app development,system designing,excellent,medium,networks,testing,SAaS services,no,Self help,Management,hard worker,yes,yes,Systems Security Administrator
+9,0,2,6,no,yes,hadoop,database security,medium,excellent,networks,security,Sales and Marketing,yes,Health,Management,smart worker,no,no,Systems Security Administrator
+8,4,1,6,yes,yes,r programming,system designing,excellent,medium,hacking,Business process analyst,Finance,yes,Dictionaries,Management,hard worker,yes,yes,Systems Security Administrator
+3,0,4,8,yes,yes,information security,testing,medium,excellent,parallel computing,developer,Sales and Marketing,yes,Self help,Technical,smart worker,no,no,Systems Security Administrator
+7,1,3,9,yes,no,hadoop,system designing,excellent,excellent,hacking,testing,Sales and Marketing,no,Biographies,Technical,smart worker,no,no,Systems Security Administrator
+3,0,1,6,yes,yes,app development,system designing,medium,poor,IOT,cloud computing,product development,yes,Journals,Technical,smart worker,no,yes,Systems Security Administrator
+7,1,9,7,no,yes,r programming,data science,medium,poor,programming,developer,Finance,yes,Satire,Technical,smart worker,no,no,Systems Security Administrator
+4,4,8,4,no,no,full stack,game development,excellent,poor,cloud computing,developer,Web Services,yes,Encyclopedias,Management,hard worker,no,yes,Systems Security Administrator
+4,0,3,3,no,yes,app development,testing,medium,medium,data engineering,security,product development,no,Romance,Technical,hard worker,yes,no,Systems Security Administrator
+8,4,6,7,no,yes,python,testing,excellent,excellent,Software Engineering,testing,product development,yes,Satire,Management,hard worker,yes,yes,Systems Security Administrator
+9,5,6,2,no,no,python,data science,poor,poor,Computer Architecture,Business process analyst,Testing and Maintainance Services,yes,Biographies,Technical,hard worker,no,yes,Systems Security Administrator
+7,5,4,8,yes,no,distro making,system designing,medium,poor,parallel computing,security,Product based,yes,Diaries,Management,hard worker,no,no,Systems Security Administrator
+4,5,6,7,yes,no,information security,game development,excellent,medium,Software Engineering,Business process analyst,Testing and Maintainance Services,yes,Trilogy,Management,smart worker,no,yes,Systems Security Administrator
+2,3,2,5,no,no,hadoop,hacking,medium,excellent,programming,system developer,Sales and Marketing,no,Health,Technical,hard worker,no,yes,Systems Security Administrator
+4,4,8,6,no,yes,machine learning,hacking,poor,poor,networks,cloud computing,Service Based,yes,Fantasy,Technical,hard worker,no,no,Systems Security Administrator
+5,5,1,4,no,no,app development,hacking,excellent,excellent,Software Engineering,security,Product based,yes,Series,Management,hard worker,no,no,Systems Security Administrator
+5,3,7,8,no,no,full stack,system designing,medium,medium,IOT,cloud computing,Testing and Maintainance Services,yes,Math,Technical,hard worker,no,no,Systems Security Administrator
+3,3,4,1,yes,yes,machine learning,game development,medium,medium,programming,developer,SAaS services,yes,Mystery,Management,smart worker,no,yes,Systems Security Administrator
+2,5,7,4,no,no,information security,web technologies,poor,excellent,parallel computing,Business process analyst,Service Based,yes,Encyclopedias,Management,hard worker,no,yes,Systems Security Administrator
+8,4,3,5,no,no,full stack,hacking,medium,poor,cloud computing,system developer,SAaS services,yes,Travel,Technical,hard worker,yes,yes,Systems Security Administrator
+8,0,2,2,yes,no,app development,database security,medium,excellent,hacking,testing,Cloud Services,no,Satire,Technical,smart worker,no,no,Systems Security Administrator
+3,1,3,7,no,yes,shell programming,hacking,excellent,excellent,programming,developer,BPA,yes,Poetry,Management,hard worker,yes,no,Systems Security Administrator
+2,1,7,1,no,yes,python,data science,medium,poor,data engineering,security,SAaS services,no,Art,Management,smart worker,yes,yes,Systems Security Administrator
+3,0,6,7,no,no,distro making,database security,excellent,medium,Management,security,Product based,no,Self help,Technical,smart worker,yes,yes,Systems Security Administrator
+7,2,8,9,yes,yes,full stack,testing,excellent,excellent,data engineering,developer,product development,yes,Poetry,Management,smart worker,yes,no,Systems Security Administrator
+1,1,9,1,yes,yes,app development,cloud computing,excellent,poor,Software Engineering,developer,SAaS services,no,Fantasy,Technical,smart worker,yes,yes,Systems Security Administrator
+7,2,5,9,no,yes,full stack,hacking,poor,poor,networks,testing,Service Based,yes,Science fiction,Management,smart worker,no,no,Systems Security Administrator
+4,3,2,1,no,no,app development,database security,excellent,poor,cloud computing,security,Sales and Marketing,no,Math,Technical,hard worker,no,no,Systems Security Administrator
+5,4,2,7,no,no,r programming,testing,medium,medium,networks,security,Service Based,no,Science fiction,Management,smart worker,yes,no,Systems Security Administrator
+6,5,5,8,yes,yes,hadoop,database security,poor,medium,networks,testing,Testing and Maintainance Services,yes,Health,Technical,hard worker,yes,no,Systems Security Administrator
+1,4,4,3,yes,no,app development,testing,excellent,excellent,Computer Architecture,Business process analyst,Sales and Marketing,yes,Health,Technical,hard worker,no,yes,Systems Security Administrator
+7,1,6,5,no,no,full stack,data science,excellent,excellent,networks,testing,Finance,yes,Health,Management,smart worker,no,no,Systems Security Administrator
+8,6,2,9,yes,no,shell programming,game development,medium,medium,cloud computing,system developer,Product based,yes,Health,Management,smart worker,yes,no,Systems Security Administrator
+1,1,2,5,no,no,distro making,web technologies,medium,excellent,cloud computing,testing,Cloud Services,no,Autobiographies,Management,hard worker,yes,no,Systems Security Administrator
+5,2,5,1,no,no,shell programming,data science,poor,medium,Computer Architecture,developer,Testing and Maintainance Services,no,Horror,Management,smart worker,yes,yes,Systems Security Administrator
+2,1,7,8,yes,yes,app development,game development,poor,excellent,IOT,security,Sales and Marketing,no,Science,Technical,smart worker,yes,no,Systems Security Administrator
+6,1,7,6,yes,yes,full stack,system designing,excellent,poor,IOT,Business process analyst,product development,no,Poetry,Technical,smart worker,no,yes,Systems Security Administrator
+6,0,1,4,yes,yes,python,cloud computing,poor,excellent,data engineering,system developer,Cloud Services,no,Science fiction,Technical,smart worker,yes,yes,Systems Security Administrator
+5,6,2,9,yes,no,python,data science,excellent,excellent,Software Engineering,Business process analyst,Finance,no,Series,Technical,hard worker,yes,no,Systems Security Administrator
+4,0,6,3,no,yes,distro making,system designing,medium,poor,cloud computing,cloud computing,SAaS services,yes,Art,Technical,hard worker,yes,no,Systems Security Administrator
+2,4,9,5,yes,no,hadoop,cloud computing,excellent,excellent,Computer Architecture,testing,Service Based,yes,Trilogy,Management,smart worker,yes,yes,Systems Security Administrator
+6,2,7,3,yes,no,machine learning,hacking,poor,medium,parallel computing,developer,Web Services,yes,Journals,Management,smart worker,yes,no,Systems Security Administrator
+2,2,3,9,no,no,r programming,cloud computing,medium,medium,Software Engineering,developer,Finance,no,Guide,Technical,smart worker,no,yes,Systems Security Administrator
+1,4,3,7,yes,no,python,system designing,poor,poor,data engineering,testing,Product based,yes,Drama,Technical,smart worker,no,no,Systems Security Administrator
+2,2,9,2,yes,yes,shell programming,data science,excellent,poor,networks,cloud computing,Web Services,yes,Encyclopedias,Management,smart worker,yes,yes,Systems Security Administrator
+3,6,5,9,yes,no,distro making,system designing,excellent,medium,IOT,Business process analyst,Cloud Services,no,Math,Technical,hard worker,no,yes,Systems Security Administrator
+3,0,2,2,no,no,information security,data science,excellent,poor,hacking,Business process analyst,Sales and Marketing,no,Cookbooks,Management,hard worker,no,yes,Systems Security Administrator
+2,3,9,5,yes,no,hadoop,system designing,poor,poor,IOT,system developer,product development,yes,Poetry,Technical,hard worker,no,no,Systems Security Administrator
+4,3,4,1,yes,no,distro making,web technologies,excellent,excellent,programming,developer,Sales and Marketing,no,Action and Adventure,Management,hard worker,yes,no,Systems Security Administrator
+3,6,3,5,yes,yes,information security,testing,poor,medium,networks,testing,Sales and Marketing,yes,Cookbooks,Management,hard worker,no,no,Systems Security Administrator
+1,1,5,4,no,no,r programming,web technologies,poor,excellent,data engineering,security,Service Based,yes,Biographies,Technical,hard worker,no,yes,Systems Security Administrator
+2,0,6,1,no,yes,full stack,web technologies,excellent,excellent,hacking,system developer,Service Based,no,Guide,Management,smart worker,no,no,Systems Security Administrator
+8,3,9,8,no,yes,distro making,web technologies,excellent,poor,Management,security,Service Based,yes,Childrens,Management,smart worker,yes,no,Systems Security Administrator
+1,0,4,6,yes,yes,python,cloud computing,excellent,medium,Software Engineering,Business process analyst,Testing and Maintainance Services,no,History,Management,hard worker,no,yes,Systems Security Administrator
+3,3,3,8,no,yes,full stack,cloud computing,medium,medium,networks,Business process analyst,Service Based,yes,Horror,Management,smart worker,yes,yes,Systems Security Administrator
+8,1,6,9,no,no,distro making,database security,excellent,poor,parallel computing,Business process analyst,Cloud Services,no,Health,Technical,hard worker,no,yes,Systems Security Administrator
+5,3,6,9,no,no,information security,game development,poor,excellent,hacking,testing,Cloud Services,no,Fantasy,Management,smart worker,yes,yes,Systems Security Administrator
+2,0,6,8,yes,no,distro making,game development,excellent,medium,Computer Architecture,testing,BPA,yes,Travel,Technical,hard worker,no,no,Systems Security Administrator
+5,4,8,7,yes,yes,information security,web technologies,poor,medium,Software Engineering,Business process analyst,Finance,no,Horror,Technical,hard worker,yes,yes,Systems Security Administrator
+1,3,2,3,no,no,hadoop,cloud computing,medium,medium,IOT,cloud computing,Service Based,yes,Autobiographies,Technical,hard worker,no,yes,Systems Security Administrator
+2,3,1,9,no,no,distro making,hacking,medium,excellent,Computer Architecture,testing,Testing and Maintainance Services,no,Anthology,Technical,hard worker,yes,no,Systems Security Administrator
+8,5,4,3,yes,no,full stack,hacking,medium,poor,Software Engineering,cloud computing,Service Based,no,Biographies,Management,hard worker,no,no,Systems Security Administrator
+6,0,5,1,yes,no,hadoop,data science,poor,medium,IOT,security,SAaS services,no,Science,Technical,hard worker,yes,no,Systems Security Administrator
+3,3,8,4,yes,yes,shell programming,database security,excellent,medium,parallel computing,security,Cloud Services,no,Self help,Management,smart worker,no,yes,Systems Security Administrator
+4,5,2,1,no,no,r programming,hacking,poor,excellent,cloud computing,system developer,Finance,yes,Guide,Management,smart worker,yes,no,Systems Security Administrator
+2,4,6,5,yes,yes,r programming,system designing,excellent,medium,cloud computing,security,Service Based,yes,Dictionaries,Technical,smart worker,no,no,Systems Security Administrator
+9,5,7,5,no,no,machine learning,data science,excellent,medium,IOT,security,Cloud Services,no,Math,Management,hard worker,yes,no,Systems Security Administrator
+8,6,3,1,no,no,shell programming,testing,medium,medium,Computer Architecture,developer,Cloud Services,no,Biographies,Management,smart worker,no,yes,Systems Security Administrator
+3,5,4,8,no,no,hadoop,web technologies,poor,medium,Computer Architecture,Business process analyst,Web Services,no,Satire,Technical,hard worker,no,yes,Systems Security Administrator
+1,1,6,2,yes,no,distro making,data science,excellent,excellent,Computer Architecture,cloud computing,Web Services,yes,Math,Management,smart worker,no,yes,Systems Security Administrator
+4,2,6,2,yes,yes,distro making,database security,poor,poor,hacking,Business process analyst,Sales and Marketing,yes,Horror,Technical,hard worker,no,yes,Systems Security Administrator
+1,4,2,7,no,no,machine learning,cloud computing,poor,medium,IOT,developer,Finance,yes,Travel,Technical,hard worker,no,no,Systems Security Administrator
+3,1,2,2,no,no,app development,database security,medium,excellent,IOT,Business process analyst,Product based,yes,Trilogy,Technical,smart worker,yes,yes,Systems Security Administrator
+5,5,2,6,yes,yes,information security,game development,poor,medium,networks,system developer,Testing and Maintainance Services,no,Biographies,Technical,hard worker,yes,yes,Systems Security Administrator
+1,0,3,8,yes,yes,information security,testing,poor,medium,IOT,Business process analyst,Sales and Marketing,yes,Science fiction,Management,hard worker,yes,yes,Systems Security Administrator
+5,5,4,7,yes,yes,python,testing,excellent,medium,programming,testing,Testing and Maintainance Services,no,Mystery,Management,smart worker,no,yes,Systems Security Administrator
+9,2,5,1,no,yes,shell programming,database security,excellent,medium,networks,cloud computing,Testing and Maintainance Services,no,Anthology,Technical,hard worker,no,no,Systems Security Administrator
+6,1,6,3,yes,no,app development,web technologies,excellent,excellent,programming,cloud computing,Finance,no,Satire,Technical,smart worker,yes,no,Systems Security Administrator
+1,3,3,9,no,no,r programming,cloud computing,poor,excellent,IOT,cloud computing,Product based,yes,Biographies,Management,smart worker,no,yes,Systems Security Administrator
+1,2,4,4,yes,yes,distro making,web technologies,excellent,medium,networks,Business process analyst,BPA,yes,Fantasy,Management,hard worker,no,no,Systems Security Administrator
+2,3,5,5,no,yes,hadoop,game development,excellent,excellent,data engineering,system developer,Cloud Services,no,Drama,Management,hard worker,no,yes,Systems Security Administrator
+8,6,6,6,yes,yes,full stack,web technologies,poor,poor,hacking,security,Service Based,no,Horror,Technical,smart worker,no,yes,Systems Security Administrator
+3,4,3,6,yes,no,hadoop,database security,poor,poor,networks,testing,Product based,yes,Horror,Technical,hard worker,no,no,Systems Security Administrator
+2,6,2,3,yes,no,python,web technologies,medium,medium,data engineering,developer,product development,no,Guide,Technical,smart worker,no,yes,Systems Security Administrator
+6,2,6,1,no,yes,full stack,system designing,poor,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Horror,Management,hard worker,yes,yes,Systems Security Administrator
+5,2,1,2,yes,no,hadoop,cloud computing,poor,poor,hacking,testing,Service Based,no,Cookbooks,Technical,smart worker,no,no,Systems Security Administrator
+1,1,3,3,no,no,full stack,cloud computing,poor,poor,Software Engineering,testing,Service Based,no,Horror,Technical,hard worker,yes,no,Systems Security Administrator
+9,6,5,7,no,no,python,data science,excellent,excellent,networks,Business process analyst,Cloud Services,yes,Religion-Spirituality,Management,hard worker,no,yes,Systems Security Administrator
+3,5,1,9,no,no,python,game development,excellent,medium,networks,cloud computing,product development,yes,Health,Management,hard worker,no,yes,Systems Security Administrator
+5,5,3,6,no,yes,python,cloud computing,medium,poor,IOT,testing,Product based,yes,Prayer books,Management,smart worker,yes,no,Systems Security Administrator
+7,5,3,2,yes,yes,machine learning,database security,poor,excellent,networks,system developer,Web Services,no,Art,Technical,smart worker,no,no,Systems Security Administrator
+8,2,1,8,no,yes,hadoop,data science,poor,poor,Computer Architecture,cloud computing,BPA,no,Cookbooks,Technical,hard worker,yes,no,Systems Security Administrator
+1,4,8,7,yes,yes,information security,cloud computing,medium,medium,networks,Business process analyst,product development,yes,Religion-Spirituality,Management,hard worker,yes,yes,Systems Security Administrator
+8,1,9,7,yes,no,shell programming,testing,excellent,poor,cloud computing,developer,Service Based,yes,Religion-Spirituality,Management,hard worker,no,yes,Systems Security Administrator
+9,5,7,6,no,no,full stack,web technologies,poor,poor,cloud computing,security,Service Based,no,Math,Management,hard worker,no,yes,Systems Security Administrator
+2,3,4,8,no,yes,python,database security,medium,medium,Computer Architecture,security,Testing and Maintainance Services,yes,Biographies,Technical,hard worker,no,no,Systems Security Administrator
+7,1,5,4,yes,no,information security,database security,excellent,excellent,networks,cloud computing,product development,no,Cookbooks,Technical,smart worker,yes,no,Systems Security Administrator
+1,0,6,5,yes,yes,distro making,cloud computing,excellent,poor,Software Engineering,developer,Testing and Maintainance Services,no,Trilogy,Management,smart worker,no,no,Systems Security Administrator
+7,3,9,5,yes,yes,python,data science,medium,medium,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Satire,Management,hard worker,yes,no,Systems Security Administrator
+6,3,8,8,no,no,information security,database security,poor,poor,Management,Business process analyst,Finance,yes,Comics,Technical,hard worker,yes,no,Systems Security Administrator
+8,3,9,9,yes,no,r programming,web technologies,excellent,medium,parallel computing,security,Sales and Marketing,yes,Self help,Technical,smart worker,yes,yes,Systems Security Administrator
+4,0,6,7,no,yes,python,cloud computing,excellent,excellent,data engineering,system developer,product development,no,Religion-Spirituality,Technical,smart worker,yes,yes,Systems Security Administrator
+5,4,8,2,yes,yes,app development,system designing,poor,poor,networks,Business process analyst,Testing and Maintainance Services,no,Science fiction,Technical,hard worker,no,yes,Systems Security Administrator
+3,5,3,4,no,yes,information security,data science,excellent,poor,Computer Architecture,cloud computing,product development,no,Guide,Management,smart worker,no,no,Systems Security Administrator
+6,6,9,7,yes,no,full stack,cloud computing,medium,medium,parallel computing,security,product development,no,Horror,Management,hard worker,no,no,Systems Security Administrator
+4,3,4,1,yes,no,hadoop,hacking,medium,poor,Management,security,Cloud Services,no,Anthology,Management,hard worker,no,no,Systems Security Administrator
+4,3,1,1,no,no,app development,game development,excellent,excellent,Computer Architecture,testing,Product based,yes,Dictionaries,Technical,smart worker,no,no,Systems Security Administrator
+9,2,6,6,yes,no,information security,hacking,excellent,medium,parallel computing,system developer,Product based,no,Comics,Technical,smart worker,yes,no,Systems Security Administrator
+6,6,4,4,yes,yes,distro making,testing,poor,poor,data engineering,developer,Finance,no,Satire,Technical,smart worker,no,yes,Systems Security Administrator
+7,3,4,7,no,no,information security,data science,excellent,excellent,Software Engineering,testing,Finance,yes,Science,Technical,smart worker,no,yes,Systems Security Administrator
+3,2,1,4,yes,no,information security,database security,excellent,excellent,programming,cloud computing,SAaS services,yes,Action and Adventure,Management,smart worker,yes,no,Systems Security Administrator
+4,2,1,9,no,yes,machine learning,system designing,medium,poor,IOT,cloud computing,Finance,yes,Travel,Technical,smart worker,yes,yes,Systems Security Administrator
+3,6,1,5,yes,yes,r programming,web technologies,poor,poor,parallel computing,testing,Cloud Services,no,Prayer books,Management,hard worker,no,yes,Systems Security Administrator
+3,2,3,4,no,yes,python,system designing,medium,excellent,parallel computing,system developer,product development,yes,Childrens,Technical,hard worker,no,no,Systems Security Administrator
+8,4,2,7,no,yes,machine learning,database security,excellent,poor,programming,security,Product based,yes,Comics,Management,smart worker,yes,yes,Systems Security Administrator
+8,3,9,5,no,yes,hadoop,hacking,poor,excellent,Software Engineering,Business process analyst,SAaS services,yes,Autobiographies,Technical,smart worker,yes,no,Systems Security Administrator
+6,3,1,7,yes,yes,hadoop,cloud computing,medium,excellent,programming,developer,Finance,yes,Anthology,Management,hard worker,yes,no,Systems Security Administrator
+6,5,2,7,yes,no,r programming,database security,poor,poor,programming,system developer,Web Services,no,Journals,Technical,smart worker,yes,no,Systems Security Administrator
+2,5,2,9,yes,yes,information security,hacking,excellent,medium,programming,testing,BPA,no,Cookbooks,Technical,hard worker,yes,no,Systems Security Administrator
+4,1,9,4,no,no,hadoop,data science,medium,poor,Software Engineering,developer,Web Services,no,Diaries,Management,smart worker,yes,yes,Systems Security Administrator
+5,2,1,7,yes,no,full stack,game development,excellent,poor,cloud computing,system developer,SAaS services,yes,Religion-Spirituality,Management,hard worker,yes,yes,Systems Security Administrator
+8,1,2,2,no,yes,machine learning,web technologies,medium,poor,cloud computing,Business process analyst,Testing and Maintainance Services,no,History,Technical,smart worker,yes,yes,Systems Security Administrator
+8,1,6,9,no,yes,app development,database security,excellent,poor,IOT,developer,BPA,yes,Science fiction,Management,hard worker,no,no,Systems Security Administrator
+2,1,8,5,yes,yes,machine learning,hacking,excellent,medium,hacking,Business process analyst,Product based,yes,Guide,Management,hard worker,yes,yes,Systems Security Administrator
+9,5,5,2,no,no,r programming,database security,medium,poor,hacking,testing,Finance,yes,Art,Management,hard worker,no,yes,Systems Security Administrator
+6,2,8,8,no,yes,hadoop,testing,excellent,medium,hacking,cloud computing,Testing and Maintainance Services,yes,Self help,Technical,hard worker,no,no,Systems Security Administrator
+3,3,5,6,no,no,shell programming,hacking,medium,poor,programming,system developer,Cloud Services,yes,Math,Management,smart worker,no,yes,Systems Security Administrator
+7,1,5,6,no,no,app development,game development,poor,excellent,networks,security,Cloud Services,yes,Science,Management,hard worker,yes,no,Systems Security Administrator
+4,6,7,1,yes,yes,shell programming,hacking,medium,excellent,parallel computing,testing,Web Services,no,Romance,Management,smart worker,yes,no,Systems Security Administrator
+3,1,9,1,no,no,full stack,data science,excellent,poor,Management,developer,product development,yes,Science fiction,Technical,smart worker,yes,yes,Systems Security Administrator
+8,6,8,9,no,yes,information security,testing,poor,excellent,data engineering,Business process analyst,Product based,no,Anthology,Technical,hard worker,yes,no,Systems Security Administrator
+6,2,4,9,no,no,machine learning,cloud computing,poor,poor,Management,testing,Finance,yes,Fantasy,Technical,hard worker,yes,no,Systems Security Administrator
+3,2,3,4,no,yes,distro making,game development,excellent,poor,cloud computing,cloud computing,Cloud Services,yes,Encyclopedias,Management,smart worker,yes,no,Systems Security Administrator
+4,2,6,9,yes,no,machine learning,system designing,poor,poor,Software Engineering,testing,SAaS services,yes,Health,Technical,smart worker,no,no,Systems Security Administrator
+1,6,9,5,yes,no,full stack,database security,medium,medium,cloud computing,Business process analyst,BPA,yes,Series,Technical,hard worker,no,no,Systems Security Administrator
+1,6,7,5,no,no,distro making,data science,excellent,poor,IOT,security,Sales and Marketing,yes,Anthology,Management,hard worker,yes,no,Systems Security Administrator
+3,6,3,7,yes,yes,shell programming,data science,excellent,excellent,parallel computing,Business process analyst,Service Based,yes,Religion-Spirituality,Technical,hard worker,yes,yes,Systems Security Administrator
+5,3,1,7,yes,yes,distro making,system designing,medium,medium,data engineering,system developer,Testing and Maintainance Services,no,Diaries,Technical,smart worker,no,yes,Systems Security Administrator
+7,3,4,5,no,yes,distro making,system designing,poor,excellent,networks,developer,SAaS services,yes,Series,Management,smart worker,no,no,Systems Security Administrator
+4,2,5,7,yes,no,distro making,hacking,medium,excellent,Management,security,SAaS services,no,Encyclopedias,Technical,hard worker,yes,no,Systems Security Administrator
+2,0,9,4,no,no,shell programming,testing,excellent,excellent,cloud computing,system developer,Product based,no,Health,Technical,smart worker,no,no,Systems Security Administrator
+2,1,6,7,yes,no,python,database security,excellent,medium,Management,Business process analyst,Sales and Marketing,yes,Autobiographies,Technical,hard worker,yes,yes,Systems Security Administrator
+4,4,8,4,no,yes,hadoop,data science,medium,medium,IOT,testing,SAaS services,no,Dictionaries,Technical,hard worker,yes,yes,Systems Security Administrator
+1,0,8,7,no,no,full stack,database security,poor,excellent,Computer Architecture,developer,Sales and Marketing,no,Diaries,Technical,hard worker,no,yes,Systems Security Administrator
+6,5,4,7,yes,yes,machine learning,hacking,excellent,excellent,Computer Architecture,security,Sales and Marketing,yes,Prayer books,Technical,hard worker,no,yes,Systems Security Administrator
+4,0,1,1,no,yes,app development,database security,medium,excellent,data engineering,Business process analyst,Sales and Marketing,yes,Biographies,Technical,smart worker,yes,no,Systems Security Administrator
+5,5,6,1,no,yes,information security,web technologies,excellent,excellent,IOT,Business process analyst,SAaS services,no,Childrens,Technical,smart worker,no,no,Systems Security Administrator
+4,5,2,7,yes,no,python,database security,excellent,medium,networks,testing,Web Services,yes,Religion-Spirituality,Management,hard worker,no,yes,Systems Security Administrator
+4,4,4,4,no,no,hadoop,database security,excellent,poor,Software Engineering,developer,BPA,no,Self help,Technical,hard worker,no,yes,Systems Security Administrator
+2,3,5,4,no,yes,information security,hacking,medium,excellent,cloud computing,cloud computing,Service Based,no,Travel,Management,hard worker,yes,no,Systems Security Administrator
+2,4,8,1,no,no,app development,data science,excellent,poor,Software Engineering,system developer,Cloud Services,no,Poetry,Technical,hard worker,no,no,Systems Security Administrator
+9,6,8,5,yes,no,hadoop,game development,poor,excellent,parallel computing,Business process analyst,BPA,yes,Health,Management,hard worker,yes,no,Systems Security Administrator
+5,5,8,9,yes,yes,app development,cloud computing,excellent,excellent,parallel computing,cloud computing,product development,yes,Art,Technical,smart worker,no,yes,Systems Security Administrator
+3,5,1,3,yes,yes,hadoop,database security,medium,poor,parallel computing,Business process analyst,product development,no,Biographies,Management,smart worker,no,yes,Systems Security Administrator
+2,0,9,1,no,yes,shell programming,testing,medium,poor,Computer Architecture,Business process analyst,Cloud Services,no,Poetry,Management,hard worker,no,yes,Systems Security Administrator
+2,0,7,3,no,yes,shell programming,system designing,medium,medium,Management,testing,Sales and Marketing,no,Satire,Technical,smart worker,no,no,Systems Security Administrator
+3,0,8,8,yes,no,distro making,hacking,excellent,excellent,programming,Business process analyst,Cloud Services,no,Anthology,Technical,hard worker,no,yes,Systems Security Administrator
+5,0,7,6,no,no,full stack,testing,poor,excellent,hacking,cloud computing,Finance,no,Drama,Technical,smart worker,no,yes,Systems Security Administrator
+6,1,9,2,no,yes,information security,cloud computing,medium,excellent,Management,Business process analyst,Web Services,yes,Autobiographies,Management,hard worker,yes,yes,Systems Security Administrator
+4,1,8,8,no,yes,machine learning,hacking,excellent,medium,Management,cloud computing,Sales and Marketing,yes,Trilogy,Management,hard worker,yes,yes,Systems Security Administrator
+4,5,7,2,no,yes,full stack,hacking,excellent,poor,hacking,security,Finance,no,Poetry,Management,hard worker,yes,yes,Systems Security Administrator
+7,3,9,9,no,yes,app development,cloud computing,medium,excellent,data engineering,testing,SAaS services,yes,Art,Technical,smart worker,no,no,Systems Security Administrator
+9,2,3,2,yes,yes,distro making,system designing,excellent,poor,IOT,developer,product development,yes,Anthology,Management,smart worker,no,no,Systems Security Administrator
+7,6,1,3,no,yes,full stack,cloud computing,excellent,poor,Management,testing,Sales and Marketing,yes,Science fiction,Technical,smart worker,no,yes,Systems Security Administrator
+6,6,4,8,no,yes,r programming,data science,medium,excellent,IOT,system developer,Service Based,no,Health,Technical,smart worker,yes,yes,Systems Security Administrator
+3,3,9,6,no,no,r programming,testing,excellent,medium,hacking,system developer,product development,yes,Science fiction,Technical,smart worker,no,yes,Systems Security Administrator
+1,3,9,7,yes,yes,shell programming,system designing,excellent,excellent,Software Engineering,testing,SAaS services,yes,Religion-Spirituality,Management,smart worker,no,no,Systems Security Administrator
+2,1,1,4,yes,yes,hadoop,cloud computing,excellent,medium,cloud computing,system developer,Cloud Services,yes,Childrens,Technical,smart worker,yes,no,Systems Security Administrator
+4,1,6,8,no,no,information security,data science,poor,poor,IOT,cloud computing,product development,no,Drama,Technical,smart worker,yes,no,Systems Security Administrator
+5,5,1,9,yes,yes,shell programming,web technologies,medium,excellent,Software Engineering,security,Sales and Marketing,no,Satire,Management,hard worker,no,yes,Systems Security Administrator
+1,2,7,7,no,no,shell programming,system designing,excellent,excellent,IOT,system developer,Finance,no,Art,Technical,hard worker,yes,yes,Systems Security Administrator
+6,2,3,7,yes,yes,machine learning,game development,excellent,excellent,networks,system developer,Sales and Marketing,no,Autobiographies,Technical,hard worker,yes,no,Systems Security Administrator
+7,3,5,7,yes,no,hadoop,data science,poor,medium,cloud computing,system developer,SAaS services,no,Drama,Technical,hard worker,no,yes,Systems Security Administrator
+8,1,1,3,yes,no,r programming,system designing,poor,excellent,parallel computing,developer,Cloud Services,yes,Series,Management,hard worker,no,yes,Systems Security Administrator
+5,1,5,2,yes,no,machine learning,database security,excellent,medium,programming,Business process analyst,Finance,yes,Dictionaries,Technical,smart worker,no,yes,Systems Security Administrator
+6,3,8,1,no,yes,shell programming,testing,excellent,medium,programming,security,SAaS services,no,Art,Management,smart worker,no,yes,Systems Security Administrator
+9,0,3,3,yes,no,app development,web technologies,excellent,poor,cloud computing,testing,SAaS services,no,Childrens,Management,smart worker,no,yes,Systems Security Administrator
+7,1,4,3,yes,yes,machine learning,hacking,medium,excellent,programming,Business process analyst,Finance,no,Poetry,Technical,hard worker,no,yes,Systems Security Administrator
+4,6,3,2,yes,yes,information security,data science,excellent,medium,Software Engineering,Business process analyst,Web Services,yes,Travel,Management,smart worker,no,no,Systems Security Administrator
+4,0,1,5,no,no,shell programming,hacking,excellent,medium,data engineering,Business process analyst,Sales and Marketing,no,Comics,Technical,hard worker,yes,yes,Systems Security Administrator
+9,1,3,9,no,yes,information security,cloud computing,excellent,medium,Management,security,BPA,yes,Travel,Management,smart worker,yes,yes,Systems Security Administrator
+2,6,6,2,yes,yes,python,web technologies,excellent,poor,networks,security,SAaS services,yes,Health,Management,smart worker,yes,yes,Systems Security Administrator
+8,5,2,6,yes,no,r programming,web technologies,excellent,excellent,cloud computing,cloud computing,Sales and Marketing,yes,History,Technical,smart worker,no,no,Systems Security Administrator
+5,2,5,4,no,yes,app development,cloud computing,excellent,poor,cloud computing,Business process analyst,SAaS services,yes,Drama,Technical,smart worker,yes,no,Systems Security Administrator
+8,1,5,1,yes,yes,r programming,testing,excellent,medium,networks,security,Web Services,yes,Biographies,Management,smart worker,yes,yes,Systems Security Administrator
+9,1,7,2,no,yes,distro making,web technologies,excellent,medium,networks,developer,SAaS services,no,Childrens,Management,smart worker,yes,yes,Systems Security Administrator
+2,6,9,1,no,no,full stack,cloud computing,poor,poor,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Biographies,Technical,hard worker,yes,no,Systems Security Administrator
+4,6,7,2,yes,yes,machine learning,game development,excellent,medium,parallel computing,Business process analyst,Cloud Services,no,Romance,Technical,smart worker,no,yes,Systems Security Administrator
+4,3,8,4,yes,no,information security,hacking,medium,medium,programming,security,Testing and Maintainance Services,yes,Prayer books,Technical,smart worker,no,no,Systems Security Administrator
+7,2,9,2,yes,yes,machine learning,data science,medium,medium,Software Engineering,cloud computing,Cloud Services,no,Poetry,Management,hard worker,yes,no,Systems Security Administrator
+8,6,1,3,yes,no,distro making,testing,excellent,medium,Software Engineering,testing,Web Services,no,Comics,Management,smart worker,yes,no,Systems Security Administrator
+1,5,4,9,yes,yes,information security,database security,poor,excellent,data engineering,security,SAaS services,yes,Horror,Technical,smart worker,no,yes,Systems Security Administrator
+7,2,9,3,yes,yes,shell programming,testing,medium,excellent,data engineering,security,Service Based,yes,Biographies,Management,smart worker,no,yes,Systems Security Administrator
+3,4,5,8,no,yes,r programming,system designing,poor,poor,Computer Architecture,cloud computing,Sales and Marketing,no,Self help,Technical,hard worker,yes,no,Systems Security Administrator
+9,5,7,5,yes,yes,full stack,data science,excellent,poor,networks,cloud computing,Web Services,no,Anthology,Management,hard worker,yes,yes,Systems Security Administrator
+8,6,1,7,yes,yes,shell programming,database security,medium,poor,IOT,testing,Finance,no,Self help,Management,smart worker,no,yes,Systems Security Administrator
+4,0,2,1,no,no,python,database security,medium,poor,hacking,Business process analyst,product development,yes,Dictionaries,Management,hard worker,yes,no,Systems Security Administrator
+2,3,1,2,yes,no,app development,system designing,medium,medium,parallel computing,developer,Cloud Services,yes,Horror,Technical,smart worker,no,yes,Systems Security Administrator
+9,4,1,5,yes,yes,shell programming,hacking,medium,poor,IOT,security,Product based,yes,Fantasy,Technical,smart worker,no,no,Systems Security Administrator
+1,4,4,6,no,no,shell programming,system designing,excellent,excellent,cloud computing,cloud computing,product development,yes,Health,Technical,hard worker,yes,no,Systems Security Administrator
+8,6,1,8,no,yes,r programming,system designing,poor,medium,parallel computing,security,Product based,no,Biographies,Technical,hard worker,no,yes,Systems Security Administrator
+4,5,8,4,no,no,machine learning,data science,poor,poor,Computer Architecture,system developer,Product based,yes,Satire,Management,hard worker,no,yes,Systems Security Administrator
+8,6,2,4,no,no,python,system designing,medium,excellent,IOT,system developer,Product based,yes,Fantasy,Technical,hard worker,no,yes,Systems Security Administrator
+4,2,6,1,yes,yes,app development,data science,poor,poor,cloud computing,security,Testing and Maintainance Services,yes,Travel,Technical,hard worker,no,yes,Systems Security Administrator
+2,2,3,5,yes,yes,app development,testing,poor,poor,Software Engineering,security,SAaS services,no,Childrens,Technical,hard worker,no,no,Systems Security Administrator
+7,2,2,2,yes,no,hadoop,web technologies,excellent,medium,parallel computing,system developer,Testing and Maintainance Services,yes,Romance,Management,hard worker,no,yes,Systems Security Administrator
+1,5,8,9,no,yes,python,hacking,medium,poor,hacking,cloud computing,product development,no,Self help,Management,smart worker,no,yes,Systems Security Administrator
+2,4,2,2,yes,yes,hadoop,cloud computing,medium,poor,Management,developer,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,no,no,Systems Security Administrator
+2,0,5,3,no,no,app development,database security,excellent,excellent,networks,cloud computing,Testing and Maintainance Services,yes,Romance,Management,smart worker,yes,yes,Systems Security Administrator
+1,4,8,2,no,no,distro making,system designing,poor,poor,programming,developer,BPA,yes,History,Management,smart worker,yes,yes,Systems Security Administrator
+1,5,8,5,yes,yes,hadoop,database security,poor,medium,Management,developer,Sales and Marketing,no,Satire,Technical,hard worker,no,yes,Systems Security Administrator
+6,0,2,2,no,yes,shell programming,system designing,excellent,poor,programming,system developer,Sales and Marketing,yes,Action and Adventure,Technical,smart worker,no,yes,Systems Security Administrator
+9,4,6,3,yes,yes,full stack,game development,medium,medium,hacking,Business process analyst,product development,yes,Series,Technical,hard worker,no,yes,Systems Security Administrator
+3,0,4,8,no,yes,information security,web technologies,excellent,medium,Computer Architecture,system developer,Cloud Services,yes,Anthology,Technical,hard worker,yes,yes,Systems Security Administrator
+8,0,8,3,no,no,information security,database security,medium,poor,Computer Architecture,Business process analyst,BPA,yes,Diaries,Management,hard worker,yes,yes,Systems Security Administrator
+6,1,4,8,no,no,app development,database security,poor,poor,data engineering,testing,Service Based,yes,Childrens,Technical,smart worker,no,yes,Systems Security Administrator
+1,2,6,8,yes,no,distro making,game development,medium,poor,IOT,developer,Finance,yes,Self help,Management,hard worker,no,yes,Systems Security Administrator
+7,6,9,4,no,yes,python,hacking,medium,medium,data engineering,system developer,SAaS services,no,Health,Technical,hard worker,yes,no,Systems Security Administrator
+8,6,2,6,no,no,full stack,hacking,excellent,medium,programming,testing,Web Services,no,Guide,Management,hard worker,no,yes,Systems Security Administrator
+2,2,8,9,yes,yes,python,cloud computing,excellent,poor,hacking,system developer,Service Based,no,Diaries,Management,smart worker,no,no,Systems Security Administrator
+5,3,8,5,yes,no,shell programming,data science,excellent,excellent,IOT,security,BPA,yes,Autobiographies,Technical,hard worker,no,yes,Systems Security Administrator
+2,1,9,9,no,yes,full stack,testing,poor,medium,networks,testing,Cloud Services,no,Encyclopedias,Management,smart worker,yes,yes,Systems Security Administrator
+5,5,5,5,no,no,distro making,database security,medium,poor,Software Engineering,developer,Testing and Maintainance Services,no,Travel,Management,hard worker,no,yes,Systems Security Administrator
+1,0,8,5,yes,no,hadoop,system designing,excellent,medium,programming,testing,Product based,no,Mystery,Technical,hard worker,yes,yes,Systems Security Administrator
+7,4,7,9,yes,yes,shell programming,system designing,poor,excellent,parallel computing,system developer,Cloud Services,no,Satire,Management,hard worker,yes,no,Systems Security Administrator
+9,4,6,6,yes,yes,shell programming,system designing,poor,excellent,programming,system developer,Finance,no,Religion-Spirituality,Technical,hard worker,yes,no,Systems Security Administrator
+9,5,7,6,yes,yes,shell programming,testing,excellent,poor,data engineering,testing,Service Based,no,Childrens,Management,smart worker,no,no,Technical Support
+7,5,5,1,yes,no,full stack,testing,medium,poor,parallel computing,cloud computing,product development,no,Childrens,Technical,smart worker,no,yes,Technical Support
+3,0,4,3,no,no,machine learning,hacking,poor,poor,networks,cloud computing,Cloud Services,no,Biographies,Technical,hard worker,yes,no,Technical Support
+2,2,8,7,no,yes,full stack,cloud computing,poor,excellent,parallel computing,Business process analyst,Finance,no,Diaries,Management,hard worker,no,no,Technical Support
+3,2,7,4,no,no,r programming,cloud computing,excellent,medium,networks,system developer,Service Based,yes,History,Management,smart worker,yes,yes,Technical Support
+6,0,6,3,no,no,shell programming,database security,medium,excellent,Software Engineering,security,Finance,yes,Trilogy,Technical,hard worker,no,no,Technical Support
+7,4,3,5,yes,yes,hadoop,web technologies,medium,excellent,Computer Architecture,system developer,SAaS services,no,Poetry,Technical,hard worker,yes,yes,Technical Support
+8,3,9,8,yes,no,python,hacking,medium,medium,cloud computing,testing,Finance,no,History,Management,smart worker,no,no,Technical Support
+7,3,8,7,yes,no,full stack,game development,medium,excellent,Software Engineering,testing,Product based,yes,Mystery,Technical,hard worker,no,yes,Technical Support
+8,5,1,2,no,yes,r programming,data science,poor,medium,networks,Business process analyst,Product based,yes,Comics,Management,hard worker,no,no,Technical Support
+9,6,4,2,no,yes,machine learning,web technologies,poor,excellent,hacking,Business process analyst,BPA,yes,Self help,Technical,hard worker,yes,no,Technical Support
+4,5,3,9,yes,no,r programming,hacking,poor,poor,Management,system developer,Cloud Services,no,Math,Management,hard worker,no,yes,Technical Support
+3,3,5,8,no,yes,full stack,web technologies,excellent,poor,cloud computing,cloud computing,Product based,yes,Guide,Technical,smart worker,yes,yes,Technical Support
+5,5,5,8,no,no,distro making,testing,excellent,medium,data engineering,security,Product based,no,Journals,Technical,hard worker,no,no,Technical Support
+4,6,6,6,no,yes,machine learning,data science,excellent,excellent,Computer Architecture,developer,Testing and Maintainance Services,no,Satire,Management,hard worker,yes,yes,Technical Support
+5,5,6,2,yes,yes,app development,cloud computing,poor,excellent,hacking,testing,Testing and Maintainance Services,no,Trilogy,Technical,smart worker,yes,no,Technical Support
+9,5,8,7,no,no,machine learning,testing,poor,poor,hacking,developer,Cloud Services,no,Fantasy,Technical,hard worker,no,yes,Technical Support
+7,6,4,9,yes,no,hadoop,system designing,medium,excellent,parallel computing,testing,Web Services,no,Series,Management,hard worker,yes,yes,Technical Support
+3,4,5,9,no,no,full stack,data science,poor,poor,IOT,cloud computing,Cloud Services,no,Childrens,Management,smart worker,yes,yes,Technical Support
+4,3,5,3,yes,yes,distro making,game development,medium,medium,hacking,testing,product development,yes,Anthology,Management,smart worker,no,no,Technical Support
+2,0,1,7,no,no,python,testing,excellent,medium,programming,system developer,Testing and Maintainance Services,yes,Romance,Management,hard worker,no,yes,Technical Support
+8,4,5,1,yes,no,python,data science,poor,poor,programming,cloud computing,Sales and Marketing,yes,Health,Management,hard worker,no,no,Technical Support
+8,2,8,5,no,yes,hadoop,data science,poor,medium,data engineering,developer,SAaS services,yes,Self help,Technical,hard worker,yes,yes,Technical Support
+4,5,9,1,no,no,hadoop,system designing,medium,medium,programming,system developer,Finance,yes,Travel,Management,smart worker,yes,no,Technical Support
+6,4,9,1,yes,yes,distro making,data science,excellent,medium,Management,testing,product development,no,Poetry,Technical,smart worker,no,yes,Technical Support
+5,6,9,9,no,yes,information security,system designing,excellent,medium,hacking,testing,Web Services,yes,Series,Technical,hard worker,yes,yes,Technical Support
+3,3,7,9,yes,yes,distro making,testing,excellent,excellent,data engineering,Business process analyst,Web Services,no,History,Technical,smart worker,no,yes,Technical Support
+4,0,4,5,no,no,full stack,web technologies,poor,excellent,Management,cloud computing,Web Services,yes,Science fiction,Technical,smart worker,no,yes,Technical Support
+9,4,3,5,yes,no,distro making,game development,excellent,poor,parallel computing,developer,Service Based,yes,Childrens,Technical,smart worker,yes,no,Technical Support
+5,4,1,4,yes,no,information security,database security,poor,medium,cloud computing,cloud computing,product development,no,History,Technical,smart worker,yes,no,Technical Support
+7,4,1,4,no,no,python,data science,poor,medium,cloud computing,security,Sales and Marketing,no,Guide,Management,hard worker,yes,no,Technical Support
+7,5,9,5,no,no,shell programming,testing,medium,medium,programming,Business process analyst,BPA,yes,Horror,Management,hard worker,yes,yes,Technical Support
+5,1,8,1,no,no,distro making,hacking,poor,excellent,data engineering,system developer,Product based,yes,Childrens,Technical,smart worker,no,yes,Technical Support
+3,5,9,3,yes,yes,information security,game development,poor,medium,Computer Architecture,cloud computing,Service Based,yes,Cookbooks,Technical,hard worker,yes,yes,Technical Support
+5,1,7,8,no,yes,full stack,database security,medium,excellent,networks,testing,product development,yes,Health,Technical,smart worker,no,no,Technical Support
+1,0,9,4,yes,yes,r programming,testing,excellent,poor,IOT,security,Cloud Services,no,Prayer books,Management,hard worker,no,yes,Technical Support
+7,3,2,1,no,no,app development,database security,medium,poor,Software Engineering,testing,Cloud Services,no,Science fiction,Technical,hard worker,no,yes,Technical Support
+6,6,9,9,yes,yes,app development,system designing,excellent,poor,programming,Business process analyst,Service Based,no,Guide,Management,hard worker,yes,no,Technical Support
+5,6,5,4,yes,no,machine learning,hacking,poor,excellent,networks,Business process analyst,Finance,no,Horror,Management,smart worker,yes,yes,Technical Support
+9,3,7,2,yes,no,hadoop,web technologies,poor,medium,data engineering,testing,Sales and Marketing,no,Romance,Management,smart worker,yes,no,Technical Support
+8,4,5,7,yes,no,information security,hacking,medium,medium,IOT,security,Testing and Maintainance Services,no,Travel,Technical,smart worker,yes,yes,Technical Support
+1,0,7,9,no,no,python,game development,poor,excellent,Management,developer,Web Services,yes,Horror,Technical,hard worker,no,no,Technical Support
+2,5,7,3,yes,yes,app development,system designing,poor,medium,Management,cloud computing,Cloud Services,yes,Guide,Technical,hard worker,no,no,Technical Support
+6,0,5,2,no,yes,distro making,database security,poor,medium,IOT,testing,SAaS services,no,Health,Management,smart worker,yes,yes,Technical Support
+3,6,3,8,yes,no,r programming,game development,poor,poor,hacking,developer,Service Based,yes,Cookbooks,Management,smart worker,yes,no,Technical Support
+7,0,9,9,yes,no,shell programming,database security,excellent,medium,Computer Architecture,system developer,SAaS services,yes,Science,Management,smart worker,yes,yes,Technical Support
+8,5,5,1,yes,no,machine learning,hacking,medium,poor,Management,security,Testing and Maintainance Services,no,Health,Management,smart worker,no,no,Technical Support
+2,5,2,1,no,yes,python,cloud computing,excellent,medium,Management,cloud computing,SAaS services,no,Math,Technical,smart worker,yes,no,Technical Support
+9,2,5,3,yes,yes,shell programming,testing,poor,poor,data engineering,system developer,Testing and Maintainance Services,yes,Action and Adventure,Technical,hard worker,yes,yes,Technical Support
+4,6,1,2,no,yes,information security,hacking,poor,medium,Software Engineering,testing,Sales and Marketing,yes,Action and Adventure,Management,hard worker,yes,yes,Technical Support
+4,6,6,7,yes,yes,information security,data science,excellent,excellent,IOT,developer,SAaS services,no,Travel,Technical,hard worker,yes,no,Technical Support
+7,3,1,8,yes,yes,hadoop,game development,medium,medium,parallel computing,Business process analyst,Service Based,no,Self help,Management,hard worker,yes,yes,Technical Support
+6,4,9,6,yes,no,r programming,testing,excellent,excellent,Computer Architecture,testing,Finance,no,Cookbooks,Technical,smart worker,yes,yes,Technical Support
+3,1,5,4,no,yes,hadoop,web technologies,excellent,excellent,hacking,security,Finance,yes,Autobiographies,Technical,hard worker,yes,no,Technical Support
+5,0,9,2,no,no,hadoop,game development,medium,poor,networks,security,BPA,no,Series,Technical,hard worker,no,no,Technical Support
+9,2,4,2,yes,yes,full stack,database security,poor,medium,parallel computing,system developer,Cloud Services,no,Guide,Technical,smart worker,no,yes,Technical Support
+5,4,3,3,yes,no,shell programming,cloud computing,medium,medium,Management,cloud computing,Cloud Services,yes,Diaries,Management,hard worker,no,no,Technical Support
+5,2,9,2,yes,yes,full stack,database security,poor,poor,data engineering,cloud computing,Testing and Maintainance Services,no,Biographies,Technical,hard worker,no,yes,Technical Support
+6,0,3,3,no,no,distro making,testing,medium,poor,data engineering,testing,Web Services,yes,Cookbooks,Management,hard worker,no,yes,Technical Support
+4,2,6,2,yes,yes,full stack,cloud computing,medium,excellent,hacking,security,Product based,no,Guide,Management,smart worker,yes,yes,Technical Support
+7,4,4,4,yes,yes,shell programming,database security,medium,excellent,parallel computing,system developer,Service Based,no,Satire,Technical,hard worker,yes,yes,Technical Support
+3,4,9,9,no,yes,machine learning,cloud computing,medium,medium,data engineering,testing,Cloud Services,no,Satire,Management,smart worker,yes,yes,Technical Support
+5,0,5,3,no,no,machine learning,game development,medium,poor,hacking,cloud computing,Service Based,yes,Health,Technical,hard worker,no,yes,Technical Support
+9,4,9,2,yes,yes,shell programming,system designing,medium,medium,IOT,testing,Cloud Services,no,Drama,Technical,smart worker,no,no,Technical Support
+7,6,2,2,yes,no,hadoop,game development,excellent,excellent,networks,system developer,Service Based,yes,Drama,Technical,smart worker,yes,no,Technical Support
+4,2,1,3,yes,yes,information security,web technologies,medium,excellent,cloud computing,cloud computing,BPA,no,Science fiction,Technical,smart worker,no,yes,Technical Support
+9,0,6,5,no,no,shell programming,system designing,excellent,medium,programming,system developer,Testing and Maintainance Services,no,Comics,Technical,hard worker,yes,yes,Technical Support
+3,5,5,9,no,yes,machine learning,database security,poor,poor,cloud computing,testing,product development,no,Cookbooks,Technical,hard worker,yes,no,Technical Support
+9,6,7,4,yes,no,shell programming,database security,medium,medium,Management,testing,Sales and Marketing,yes,Poetry,Management,hard worker,yes,no,Technical Support
+2,2,4,3,yes,yes,full stack,system designing,medium,poor,IOT,Business process analyst,Testing and Maintainance Services,no,Math,Technical,hard worker,yes,yes,Technical Support
+4,5,7,9,no,yes,hadoop,cloud computing,medium,poor,hacking,Business process analyst,Web Services,yes,Autobiographies,Management,smart worker,no,no,Technical Support
+8,3,1,1,yes,no,information security,testing,medium,poor,Management,developer,product development,yes,Prayer books,Management,smart worker,yes,no,Technical Support
+6,2,4,2,no,no,full stack,data science,excellent,excellent,Management,Business process analyst,Web Services,yes,Romance,Management,smart worker,yes,yes,Technical Support
+8,5,2,1,yes,no,app development,hacking,medium,poor,programming,developer,Testing and Maintainance Services,yes,Self help,Management,hard worker,no,no,Technical Support
+4,1,2,9,no,no,distro making,web technologies,medium,excellent,parallel computing,testing,Cloud Services,yes,Self help,Technical,hard worker,no,yes,Technical Support
+8,6,3,9,yes,yes,full stack,data science,poor,excellent,Management,Business process analyst,Service Based,yes,Science fiction,Management,smart worker,no,yes,Technical Support
+3,1,4,8,no,no,r programming,system designing,medium,excellent,data engineering,testing,Testing and Maintainance Services,yes,Dictionaries,Technical,smart worker,no,yes,Technical Support
+3,5,1,6,no,yes,distro making,testing,poor,medium,hacking,security,Cloud Services,no,Encyclopedias,Management,hard worker,no,no,Technical Support
+1,3,9,6,no,no,distro making,game development,excellent,excellent,Management,developer,Finance,yes,Drama,Technical,smart worker,yes,no,Technical Support
+1,4,2,2,yes,no,hadoop,game development,medium,excellent,programming,Business process analyst,Sales and Marketing,yes,Poetry,Technical,hard worker,no,no,Technical Support
+2,1,5,6,no,yes,app development,data science,medium,medium,parallel computing,developer,Cloud Services,no,Science,Management,smart worker,yes,no,Technical Support
+8,2,6,8,yes,yes,distro making,testing,medium,medium,parallel computing,security,SAaS services,yes,Anthology,Technical,hard worker,no,yes,Technical Support
+5,0,9,4,yes,no,shell programming,data science,excellent,excellent,Computer Architecture,cloud computing,product development,yes,Cookbooks,Management,hard worker,yes,yes,Technical Support
+6,4,4,1,no,no,shell programming,data science,medium,poor,networks,developer,Service Based,yes,Encyclopedias,Management,smart worker,yes,no,Technical Support
+5,6,1,7,yes,yes,shell programming,cloud computing,excellent,medium,networks,testing,Cloud Services,yes,Childrens,Technical,smart worker,yes,yes,Technical Support
+4,3,4,2,no,no,hadoop,data science,poor,poor,hacking,developer,Product based,yes,Mystery,Technical,hard worker,yes,no,Technical Support
+9,6,4,6,yes,yes,python,web technologies,poor,poor,networks,developer,Cloud Services,no,Religion-Spirituality,Technical,smart worker,yes,no,Technical Support
+7,0,8,6,no,no,machine learning,system designing,poor,poor,Management,developer,Finance,yes,Self help,Management,smart worker,yes,yes,Technical Support
+1,6,2,4,yes,yes,python,web technologies,poor,medium,IOT,system developer,Service Based,no,Cookbooks,Technical,hard worker,no,yes,Technical Support
+4,6,4,1,yes,yes,information security,database security,medium,poor,IOT,cloud computing,Web Services,yes,Biographies,Technical,hard worker,yes,yes,Technical Support
+9,6,8,3,yes,no,python,hacking,poor,poor,programming,system developer,BPA,yes,Prayer books,Management,hard worker,no,yes,Technical Support
+5,2,8,5,no,no,app development,testing,medium,medium,cloud computing,cloud computing,Sales and Marketing,no,Horror,Technical,smart worker,no,no,Technical Support
+9,6,6,6,yes,no,shell programming,database security,excellent,medium,parallel computing,testing,Cloud Services,no,Math,Management,hard worker,yes,yes,Technical Support
+9,5,4,3,no,yes,app development,database security,medium,poor,data engineering,system developer,Web Services,yes,Religion-Spirituality,Management,smart worker,yes,no,Technical Support
+6,2,2,4,yes,no,information security,data science,excellent,medium,programming,security,Product based,no,Mystery,Technical,hard worker,yes,no,Technical Support
+5,4,3,1,yes,no,r programming,web technologies,poor,poor,parallel computing,security,Cloud Services,yes,Math,Technical,hard worker,no,yes,Technical Support
+7,1,2,6,no,yes,shell programming,web technologies,excellent,medium,IOT,system developer,Web Services,yes,Fantasy,Technical,smart worker,no,yes,Technical Support
+4,1,8,9,yes,no,hadoop,cloud computing,medium,poor,Computer Architecture,system developer,SAaS services,yes,Diaries,Technical,hard worker,yes,yes,Technical Support
+1,0,6,9,no,no,shell programming,hacking,poor,excellent,parallel computing,security,product development,no,Math,Technical,hard worker,yes,no,Technical Support
+5,5,1,4,yes,no,app development,game development,poor,medium,hacking,security,Web Services,yes,Series,Management,smart worker,no,no,Technical Support
+7,0,2,5,yes,yes,shell programming,web technologies,excellent,medium,IOT,testing,Testing and Maintainance Services,yes,Health,Management,smart worker,yes,no,Technical Support
+2,5,8,1,no,no,distro making,database security,poor,medium,parallel computing,security,Cloud Services,yes,Fantasy,Management,hard worker,yes,yes,Technical Support
+2,0,7,4,yes,yes,shell programming,game development,poor,medium,data engineering,testing,BPA,no,Dictionaries,Technical,hard worker,no,yes,Technical Support
+3,6,7,4,no,no,distro making,cloud computing,poor,excellent,Computer Architecture,security,Web Services,no,Diaries,Technical,smart worker,no,yes,Technical Support
+9,6,3,5,yes,no,distro making,system designing,medium,poor,Software Engineering,Business process analyst,BPA,no,Science,Management,hard worker,yes,no,Technical Support
+5,0,9,2,yes,no,shell programming,game development,poor,poor,IOT,developer,Cloud Services,no,Journals,Management,hard worker,yes,no,Technical Support
+7,5,3,9,no,yes,hadoop,cloud computing,medium,excellent,IOT,testing,Testing and Maintainance Services,no,Autobiographies,Management,smart worker,yes,yes,Technical Support
+5,6,3,1,no,no,distro making,system designing,excellent,medium,hacking,Business process analyst,Service Based,no,History,Management,hard worker,no,yes,Technical Support
+2,5,7,3,yes,no,information security,cloud computing,medium,poor,IOT,developer,Finance,no,Self help,Technical,hard worker,yes,no,Technical Support
+9,0,1,1,no,yes,information security,web technologies,excellent,medium,networks,cloud computing,Sales and Marketing,no,Anthology,Technical,smart worker,no,yes,Technical Support
+7,4,3,4,yes,no,distro making,data science,excellent,excellent,hacking,testing,product development,yes,History,Management,smart worker,no,yes,Technical Support
+9,1,6,7,yes,no,app development,hacking,poor,medium,data engineering,security,product development,no,Science,Technical,smart worker,yes,no,Technical Support
+4,5,1,9,yes,no,shell programming,data science,excellent,poor,data engineering,security,Sales and Marketing,yes,Poetry,Management,smart worker,no,yes,Technical Support
+7,6,3,6,no,yes,information security,testing,poor,excellent,IOT,security,BPA,no,Health,Technical,hard worker,yes,yes,Technical Support
+3,2,6,9,yes,no,python,web technologies,medium,medium,IOT,system developer,Product based,no,Horror,Management,smart worker,yes,yes,Technical Support
+4,6,4,1,no,no,r programming,hacking,medium,medium,Software Engineering,system developer,Finance,no,Horror,Technical,smart worker,no,yes,Technical Support
+2,1,4,1,no,no,python,database security,medium,poor,cloud computing,security,Web Services,yes,Guide,Management,smart worker,yes,yes,Technical Support
+8,5,7,2,no,yes,machine learning,data science,medium,excellent,Computer Architecture,security,Service Based,yes,Health,Management,smart worker,no,yes,Technical Support
+4,6,5,3,yes,no,machine learning,web technologies,excellent,medium,cloud computing,testing,product development,yes,Romance,Management,hard worker,yes,no,Technical Support
+7,0,7,3,yes,yes,shell programming,web technologies,medium,poor,cloud computing,developer,SAaS services,yes,Satire,Management,smart worker,no,no,Technical Support
+1,2,3,6,no,yes,full stack,testing,poor,medium,Software Engineering,cloud computing,Service Based,yes,Self help,Management,smart worker,no,yes,Technical Support
+1,6,7,5,yes,yes,distro making,cloud computing,excellent,poor,IOT,cloud computing,Cloud Services,yes,Series,Management,smart worker,yes,yes,Technical Support
+3,3,9,2,no,yes,full stack,database security,excellent,medium,data engineering,cloud computing,SAaS services,yes,Art,Management,smart worker,no,yes,Technical Support
+9,3,7,2,no,yes,shell programming,testing,medium,medium,Management,Business process analyst,Finance,yes,Religion-Spirituality,Management,smart worker,no,no,Technical Support
+2,1,1,6,no,no,full stack,game development,excellent,medium,programming,security,SAaS services,yes,Trilogy,Technical,smart worker,yes,yes,Technical Support
+9,5,3,5,no,no,distro making,testing,medium,poor,Software Engineering,developer,SAaS services,no,Autobiographies,Management,hard worker,no,yes,Technical Support
+6,6,6,3,yes,yes,app development,database security,medium,medium,networks,security,Sales and Marketing,no,Encyclopedias,Technical,hard worker,yes,yes,Technical Support
+3,1,3,2,yes,yes,r programming,web technologies,medium,medium,data engineering,testing,Testing and Maintainance Services,no,Satire,Management,smart worker,yes,yes,Technical Support
+7,2,4,7,yes,yes,app development,testing,poor,excellent,Computer Architecture,cloud computing,product development,no,Trilogy,Technical,smart worker,yes,no,Technical Support
+8,4,4,9,yes,yes,distro making,testing,excellent,poor,hacking,testing,SAaS services,yes,Childrens,Technical,smart worker,yes,no,Technical Support
+5,1,7,5,no,no,shell programming,database security,medium,medium,programming,security,BPA,no,Dictionaries,Technical,smart worker,no,no,Technical Support
+6,3,1,1,no,yes,full stack,game development,medium,medium,IOT,testing,BPA,no,Trilogy,Management,hard worker,yes,no,Technical Support
+5,1,5,6,yes,yes,app development,system designing,medium,excellent,Software Engineering,cloud computing,Cloud Services,yes,History,Technical,hard worker,no,no,Technical Support
+1,4,8,9,no,yes,shell programming,web technologies,poor,poor,cloud computing,Business process analyst,SAaS services,yes,Travel,Management,hard worker,yes,yes,Technical Support
+3,0,7,5,yes,no,full stack,hacking,poor,excellent,IOT,testing,Testing and Maintainance Services,no,Action and Adventure,Technical,hard worker,yes,no,Technical Support
+8,4,9,6,no,yes,full stack,data science,excellent,poor,Management,security,Product based,no,Anthology,Technical,smart worker,no,no,Technical Support
+6,0,2,4,yes,no,python,cloud computing,medium,poor,hacking,security,Product based,no,Mystery,Management,smart worker,no,yes,Technical Support
+5,0,2,5,no,yes,full stack,cloud computing,medium,excellent,Software Engineering,Business process analyst,Cloud Services,yes,Health,Technical,hard worker,yes,no,Technical Support
+5,0,2,8,no,yes,app development,web technologies,poor,medium,networks,system developer,product development,no,Prayer books,Technical,hard worker,no,no,Technical Support
+2,6,9,6,no,no,hadoop,cloud computing,medium,poor,hacking,developer,Service Based,no,Diaries,Management,hard worker,no,yes,Technical Support
+2,3,1,7,no,yes,machine learning,data science,poor,medium,Management,security,Web Services,no,Prayer books,Management,smart worker,yes,yes,Technical Support
+2,0,7,4,no,yes,information security,data science,excellent,poor,IOT,Business process analyst,Finance,no,Autobiographies,Technical,smart worker,no,no,Technical Support
+4,4,6,7,no,no,information security,web technologies,excellent,poor,programming,testing,Product based,no,Self help,Management,smart worker,no,yes,Technical Support
+7,1,1,7,no,no,hadoop,web technologies,poor,excellent,cloud computing,testing,Testing and Maintainance Services,no,Trilogy,Technical,smart worker,yes,yes,Technical Support
+1,5,2,6,yes,yes,information security,data science,medium,poor,cloud computing,developer,Sales and Marketing,yes,Fantasy,Technical,smart worker,yes,yes,Technical Support
+5,0,4,1,no,no,shell programming,web technologies,excellent,excellent,networks,cloud computing,Web Services,no,Math,Management,smart worker,yes,yes,Technical Support
+7,3,5,3,no,yes,distro making,database security,medium,poor,cloud computing,Business process analyst,BPA,no,Science,Technical,smart worker,yes,yes,Technical Support
+6,4,1,1,yes,yes,full stack,testing,poor,excellent,Computer Architecture,system developer,BPA,no,Childrens,Technical,hard worker,yes,yes,Technical Support
+2,5,2,1,yes,no,full stack,testing,excellent,medium,programming,Business process analyst,Service Based,no,Cookbooks,Technical,smart worker,no,yes,Technical Support
+5,5,5,8,no,no,distro making,cloud computing,medium,excellent,programming,system developer,Web Services,no,Romance,Management,smart worker,no,yes,Technical Support
+1,1,5,8,no,no,python,testing,medium,medium,cloud computing,security,SAaS services,no,Religion-Spirituality,Management,hard worker,no,yes,Technical Support
+8,1,3,2,yes,no,information security,game development,excellent,poor,Software Engineering,Business process analyst,BPA,yes,Science,Management,hard worker,no,yes,Technical Support
+1,4,8,3,yes,no,information security,hacking,excellent,poor,Software Engineering,security,SAaS services,yes,Science,Technical,hard worker,no,yes,Technical Support
+8,6,8,7,no,yes,full stack,system designing,poor,excellent,cloud computing,developer,product development,no,Cookbooks,Management,smart worker,no,no,Technical Support
+1,0,7,5,yes,no,shell programming,database security,excellent,poor,Software Engineering,cloud computing,Web Services,yes,Art,Technical,hard worker,yes,yes,Technical Support
+8,5,4,5,yes,no,full stack,cloud computing,poor,excellent,cloud computing,security,Service Based,yes,Dictionaries,Management,hard worker,yes,yes,Technical Support
+2,4,7,5,yes,no,shell programming,web technologies,poor,poor,networks,security,Web Services,yes,Cookbooks,Management,smart worker,no,no,Technical Support
+2,1,1,7,no,yes,r programming,testing,medium,poor,data engineering,security,SAaS services,no,Mystery,Management,hard worker,no,yes,Technical Support
+2,4,4,7,no,yes,distro making,system designing,poor,medium,IOT,Business process analyst,Web Services,no,Health,Management,hard worker,yes,yes,Technical Support
+9,2,1,1,yes,yes,distro making,game development,poor,poor,cloud computing,system developer,Testing and Maintainance Services,no,Fantasy,Technical,hard worker,yes,yes,Technical Support
+9,2,9,5,yes,yes,r programming,system designing,poor,medium,Computer Architecture,security,Web Services,yes,Travel,Technical,hard worker,no,yes,Technical Support
+6,3,1,5,no,no,r programming,game development,excellent,poor,Computer Architecture,system developer,Service Based,yes,Action and Adventure,Technical,smart worker,yes,yes,Technical Support
+7,5,4,2,yes,no,full stack,system designing,excellent,excellent,Management,testing,Finance,yes,Self help,Technical,hard worker,yes,yes,Technical Support
+8,1,9,5,yes,no,machine learning,system designing,medium,poor,hacking,developer,Finance,yes,Romance,Management,hard worker,yes,no,Technical Support
+1,0,4,8,yes,yes,full stack,hacking,medium,excellent,data engineering,cloud computing,Web Services,no,Dictionaries,Technical,smart worker,no,yes,Technical Support
+4,0,6,5,no,no,app development,game development,poor,poor,Management,cloud computing,Service Based,yes,Encyclopedias,Technical,hard worker,yes,yes,Technical Support
+9,5,4,3,no,no,r programming,system designing,poor,medium,data engineering,cloud computing,Product based,no,History,Technical,smart worker,yes,no,Technical Support
+1,6,4,6,no,no,shell programming,game development,medium,excellent,parallel computing,developer,Sales and Marketing,no,Mystery,Management,smart worker,yes,no,Technical Support
+3,2,5,1,yes,yes,shell programming,game development,medium,excellent,networks,Business process analyst,Service Based,no,Health,Technical,hard worker,no,yes,Technical Support
+2,1,3,6,yes,no,r programming,hacking,excellent,poor,Management,cloud computing,BPA,yes,Biographies,Management,smart worker,no,yes,Technical Support
+7,3,7,2,no,yes,hadoop,cloud computing,medium,poor,IOT,cloud computing,Finance,no,Self help,Technical,hard worker,no,yes,Technical Support
+5,5,6,5,no,no,r programming,system designing,medium,excellent,Computer Architecture,developer,Cloud Services,no,Self help,Technical,hard worker,no,no,Technical Support
+3,5,3,6,yes,yes,hadoop,hacking,excellent,medium,Computer Architecture,testing,Service Based,yes,Encyclopedias,Management,smart worker,yes,yes,Technical Support
+4,5,5,8,no,yes,r programming,data science,poor,poor,Computer Architecture,testing,Testing and Maintainance Services,no,Dictionaries,Management,smart worker,yes,yes,Technical Support
+5,2,8,2,yes,no,machine learning,system designing,medium,medium,cloud computing,security,Web Services,no,Trilogy,Management,smart worker,yes,yes,Technical Support
+6,5,2,5,yes,yes,python,web technologies,poor,medium,hacking,security,Web Services,no,History,Management,hard worker,yes,no,Technical Support
+2,0,6,3,no,no,shell programming,system designing,excellent,poor,parallel computing,system developer,SAaS services,no,Journals,Technical,hard worker,no,yes,Technical Support
+3,6,1,6,no,no,information security,database security,excellent,poor,networks,testing,Finance,no,Self help,Management,hard worker,no,no,Technical Support
+4,5,5,4,yes,yes,app development,database security,poor,poor,IOT,testing,Testing and Maintainance Services,yes,Religion-Spirituality,Technical,smart worker,no,no,Technical Support
+9,2,5,9,no,no,full stack,cloud computing,medium,excellent,Software Engineering,system developer,Cloud Services,no,Science fiction,Management,smart worker,no,no,Technical Support
+5,2,4,6,yes,yes,python,hacking,poor,excellent,data engineering,system developer,Product based,yes,Satire,Technical,smart worker,yes,no,Technical Support
+5,3,1,3,no,yes,hadoop,testing,medium,medium,cloud computing,system developer,Testing and Maintainance Services,no,Self help,Technical,smart worker,yes,no,Technical Support
+9,3,5,5,yes,no,shell programming,game development,excellent,medium,cloud computing,cloud computing,product development,yes,Horror,Technical,smart worker,no,no,Technical Support
+4,4,6,6,no,yes,python,testing,poor,poor,Computer Architecture,cloud computing,Product based,yes,Action and Adventure,Technical,hard worker,no,yes,Technical Support
+2,1,4,7,yes,no,machine learning,data science,poor,poor,Software Engineering,security,Sales and Marketing,no,Mystery,Management,hard worker,no,no,Technical Support
+7,0,7,8,yes,yes,app development,web technologies,poor,medium,cloud computing,developer,Web Services,yes,Series,Technical,smart worker,no,yes,Technical Support
+5,6,7,3,no,yes,machine learning,hacking,medium,poor,data engineering,system developer,Service Based,yes,Satire,Management,hard worker,yes,no,Technical Support
+4,5,8,3,no,yes,hadoop,data science,medium,medium,hacking,security,Finance,yes,Cookbooks,Technical,hard worker,no,yes,Technical Support
+2,5,8,6,yes,yes,information security,hacking,medium,excellent,Computer Architecture,developer,Testing and Maintainance Services,no,Self help,Management,smart worker,no,no,Technical Support
+4,4,3,6,no,no,hadoop,cloud computing,excellent,excellent,parallel computing,Business process analyst,Sales and Marketing,yes,Diaries,Technical,smart worker,yes,yes,Technical Support
+8,5,6,9,yes,no,hadoop,hacking,medium,poor,parallel computing,testing,BPA,yes,Dictionaries,Management,smart worker,no,no,Technical Support
+3,5,9,2,no,yes,r programming,web technologies,poor,excellent,parallel computing,developer,product development,yes,Self help,Technical,smart worker,yes,yes,Technical Support
+9,2,2,6,yes,no,distro making,testing,medium,poor,cloud computing,testing,Testing and Maintainance Services,yes,Drama,Management,hard worker,no,no,Technical Support
+1,4,3,4,yes,yes,hadoop,system designing,medium,medium,cloud computing,developer,Finance,yes,Drama,Technical,smart worker,no,no,Technical Support
+3,1,8,2,yes,yes,shell programming,database security,excellent,medium,data engineering,security,Cloud Services,yes,Anthology,Management,smart worker,yes,yes,Technical Support
+8,3,6,1,yes,no,distro making,web technologies,excellent,excellent,parallel computing,developer,Testing and Maintainance Services,no,Drama,Technical,hard worker,no,yes,Technical Support
+6,0,5,4,no,no,information security,testing,excellent,excellent,data engineering,developer,product development,yes,Horror,Technical,smart worker,yes,yes,Technical Support
+7,6,4,6,no,no,information security,database security,excellent,poor,networks,cloud computing,Sales and Marketing,yes,Anthology,Management,smart worker,yes,no,Technical Support
+1,3,6,4,yes,no,distro making,web technologies,excellent,medium,data engineering,Business process analyst,BPA,no,Diaries,Management,hard worker,yes,yes,Technical Support
+8,4,8,9,no,yes,distro making,web technologies,excellent,poor,parallel computing,developer,Web Services,no,Biographies,Technical,hard worker,no,yes,Technical Support
+9,1,6,1,yes,no,machine learning,data science,medium,excellent,Management,security,Cloud Services,no,Poetry,Technical,smart worker,yes,yes,Technical Support
+4,6,3,9,yes,no,machine learning,web technologies,medium,poor,data engineering,Business process analyst,SAaS services,yes,Science fiction,Technical,smart worker,no,no,Technical Support
+7,5,6,9,yes,no,r programming,hacking,medium,medium,Software Engineering,Business process analyst,Web Services,no,Self help,Technical,smart worker,no,yes,Technical Support
+1,1,1,5,no,no,machine learning,testing,excellent,medium,networks,security,Testing and Maintainance Services,yes,History,Management,hard worker,yes,yes,Technical Support
+5,6,7,8,no,no,information security,web technologies,medium,poor,Software Engineering,developer,Web Services,no,Mystery,Management,hard worker,no,yes,Technical Support
+8,1,9,9,no,no,machine learning,web technologies,poor,medium,Management,system developer,Finance,no,Prayer books,Management,hard worker,no,no,Technical Support
+8,6,6,6,no,yes,app development,hacking,medium,excellent,networks,security,product development,yes,Biographies,Technical,smart worker,yes,yes,Technical Support
+1,3,6,1,no,yes,distro making,cloud computing,medium,medium,data engineering,developer,Sales and Marketing,yes,History,Technical,smart worker,no,no,Technical Support
+7,4,5,7,no,yes,hadoop,data science,poor,excellent,IOT,system developer,Testing and Maintainance Services,yes,Biographies,Technical,smart worker,no,yes,Technical Support
+4,6,6,6,yes,no,shell programming,cloud computing,medium,medium,programming,developer,SAaS services,yes,Self help,Management,hard worker,no,no,Technical Support
+2,6,7,8,yes,no,r programming,web technologies,medium,excellent,parallel computing,testing,Finance,yes,Action and Adventure,Technical,smart worker,yes,no,Technical Support
+2,5,8,6,no,yes,machine learning,cloud computing,medium,poor,hacking,cloud computing,Web Services,no,Anthology,Technical,smart worker,yes,no,Technical Support
+8,4,9,7,no,yes,machine learning,data science,medium,excellent,parallel computing,developer,SAaS services,yes,Prayer books,Management,hard worker,no,yes,Technical Support
+5,1,7,2,no,yes,hadoop,cloud computing,medium,excellent,networks,cloud computing,Product based,yes,Horror,Management,hard worker,yes,yes,Technical Support
+5,4,5,7,no,no,machine learning,web technologies,excellent,poor,Computer Architecture,testing,Cloud Services,yes,Science,Management,hard worker,yes,yes,Technical Support
+6,5,8,7,yes,no,python,web technologies,excellent,medium,Software Engineering,cloud computing,Service Based,yes,Poetry,Management,smart worker,yes,yes,Technical Support
+9,3,6,7,yes,yes,machine learning,data science,medium,medium,data engineering,developer,Cloud Services,yes,Horror,Management,smart worker,yes,yes,Technical Support
+1,0,5,4,yes,yes,information security,game development,excellent,excellent,programming,Business process analyst,BPA,no,Poetry,Technical,hard worker,no,yes,Technical Support
+2,6,8,6,no,yes,distro making,testing,medium,poor,programming,security,SAaS services,no,Science fiction,Management,smart worker,yes,no,Technical Support
+9,4,6,3,no,no,app development,web technologies,poor,medium,Software Engineering,developer,BPA,yes,Prayer books,Technical,smart worker,yes,no,Technical Support
+1,5,7,3,yes,yes,full stack,hacking,excellent,medium,Management,Business process analyst,Product based,yes,Biographies,Management,smart worker,no,yes,Technical Support
+4,6,4,5,no,yes,app development,cloud computing,poor,medium,Management,Business process analyst,Service Based,no,Art,Technical,smart worker,yes,no,Technical Support
+6,3,3,3,no,yes,distro making,system designing,medium,medium,data engineering,Business process analyst,Testing and Maintainance Services,yes,Dictionaries,Technical,hard worker,no,no,Technical Support
+2,2,9,1,no,yes,shell programming,web technologies,poor,excellent,cloud computing,security,Sales and Marketing,no,Self help,Technical,hard worker,yes,no,Technical Support
+6,6,4,4,yes,yes,machine learning,system designing,poor,excellent,Software Engineering,system developer,Web Services,no,Encyclopedias,Management,hard worker,yes,no,Technical Support
+9,6,9,7,no,yes,hadoop,database security,excellent,excellent,Software Engineering,system developer,Testing and Maintainance Services,no,Anthology,Management,hard worker,no,yes,Technical Support
+6,3,1,8,yes,yes,distro making,system designing,poor,poor,IOT,Business process analyst,Finance,yes,Dictionaries,Technical,hard worker,no,yes,Technical Support
+2,0,8,7,yes,yes,machine learning,system designing,medium,excellent,cloud computing,Business process analyst,Finance,no,Art,Technical,smart worker,no,no,Technical Support
+3,6,6,7,yes,yes,python,data science,poor,excellent,networks,system developer,Testing and Maintainance Services,no,Comics,Management,hard worker,no,no,Technical Support
+1,6,8,7,yes,yes,python,hacking,excellent,excellent,Software Engineering,Business process analyst,SAaS services,no,Travel,Technical,smart worker,no,yes,Technical Support
+7,0,1,9,no,no,distro making,data science,poor,excellent,programming,cloud computing,Testing and Maintainance Services,no,Anthology,Technical,smart worker,yes,no,Technical Support
+4,3,5,6,no,no,full stack,system designing,excellent,poor,hacking,system developer,Web Services,yes,Self help,Technical,smart worker,no,no,Technical Support
+5,2,2,1,no,yes,machine learning,hacking,poor,medium,IOT,security,Sales and Marketing,no,Poetry,Management,smart worker,no,yes,Technical Support
+2,5,7,7,no,no,python,web technologies,excellent,poor,Management,developer,BPA,no,Horror,Management,smart worker,no,no,Technical Support
+4,5,8,7,yes,no,hadoop,game development,poor,excellent,cloud computing,system developer,Sales and Marketing,yes,Science fiction,Management,smart worker,yes,yes,Technical Support
+9,1,9,9,yes,no,distro making,database security,excellent,medium,Management,Business process analyst,Sales and Marketing,no,Horror,Management,smart worker,yes,yes,Technical Support
+8,5,7,9,yes,yes,information security,web technologies,excellent,medium,Management,cloud computing,SAaS services,yes,Religion-Spirituality,Management,smart worker,yes,no,Technical Support
+3,5,1,8,no,yes,shell programming,testing,medium,poor,parallel computing,security,Testing and Maintainance Services,yes,Math,Technical,hard worker,yes,yes,Technical Support
+9,0,7,4,no,yes,machine learning,system designing,excellent,poor,parallel computing,security,Sales and Marketing,yes,Travel,Technical,smart worker,no,yes,Technical Support
+9,2,4,4,yes,yes,full stack,database security,poor,medium,networks,developer,Service Based,yes,Horror,Management,smart worker,no,yes,Technical Support
+3,3,1,8,no,no,machine learning,database security,medium,poor,Management,Business process analyst,Service Based,no,Dictionaries,Management,hard worker,yes,yes,Technical Support
+3,4,7,2,no,no,distro making,testing,excellent,medium,data engineering,security,Web Services,no,Romance,Management,smart worker,no,yes,Technical Support
+3,3,1,2,no,no,python,data science,poor,excellent,cloud computing,system developer,product development,no,Biographies,Management,hard worker,yes,yes,Technical Support
+9,6,8,5,yes,no,shell programming,system designing,excellent,poor,programming,testing,Product based,yes,Fantasy,Management,smart worker,yes,yes,Technical Support
+9,6,7,2,no,yes,app development,web technologies,medium,excellent,IOT,system developer,Testing and Maintainance Services,yes,Horror,Management,smart worker,yes,yes,Technical Support
+1,3,4,3,no,yes,machine learning,web technologies,poor,excellent,hacking,developer,BPA,yes,Guide,Technical,hard worker,no,yes,Technical Support
+8,2,8,5,yes,yes,python,web technologies,poor,medium,hacking,security,Product based,yes,Childrens,Technical,smart worker,no,yes,Technical Support
+1,3,4,6,yes,no,machine learning,game development,excellent,poor,networks,testing,Finance,yes,Encyclopedias,Management,hard worker,yes,yes,Technical Support
+6,5,6,1,yes,no,python,web technologies,poor,medium,IOT,testing,SAaS services,no,Health,Technical,smart worker,no,yes,Technical Support
+7,3,2,2,no,no,information security,hacking,medium,poor,Management,system developer,Cloud Services,no,Guide,Technical,hard worker,yes,no,Technical Support
+6,5,4,8,yes,yes,hadoop,hacking,excellent,excellent,Management,system developer,Testing and Maintainance Services,no,Guide,Technical,hard worker,yes,no,Technical Support
+8,2,4,5,no,yes,python,database security,poor,excellent,data engineering,developer,Testing and Maintainance Services,yes,Science,Management,smart worker,no,no,Technical Support
+8,2,4,5,no,no,full stack,testing,medium,excellent,hacking,cloud computing,SAaS services,no,Biographies,Technical,smart worker,no,yes,Technical Support
+9,0,6,6,no,yes,hadoop,system designing,excellent,excellent,networks,Business process analyst,Testing and Maintainance Services,yes,Satire,Management,hard worker,yes,yes,Technical Support
+2,6,3,5,no,no,distro making,hacking,excellent,excellent,hacking,Business process analyst,Web Services,no,Autobiographies,Management,hard worker,no,no,Technical Support
+5,4,4,3,no,no,full stack,cloud computing,poor,medium,Management,cloud computing,Testing and Maintainance Services,yes,Trilogy,Technical,hard worker,no,yes,Technical Support
+7,6,8,7,no,no,app development,system designing,poor,medium,networks,Business process analyst,BPA,yes,Comics,Technical,hard worker,no,yes,Technical Support
+6,2,8,3,yes,no,hadoop,system designing,excellent,medium,Software Engineering,security,Finance,no,Guide,Management,hard worker,yes,yes,Technical Support
+1,2,9,4,no,yes,app development,data science,medium,medium,Software Engineering,system developer,Product based,no,Science fiction,Management,hard worker,no,no,Technical Support
+7,3,9,6,no,no,hadoop,system designing,medium,poor,Software Engineering,security,SAaS services,yes,Poetry,Management,smart worker,yes,yes,Technical Support
+9,4,9,4,no,yes,shell programming,database security,medium,poor,networks,cloud computing,Product based,yes,Science fiction,Technical,smart worker,no,yes,Technical Support
+5,5,7,8,no,no,full stack,system designing,medium,excellent,data engineering,system developer,Testing and Maintainance Services,no,Anthology,Technical,hard worker,yes,no,Technical Support
+7,4,2,9,yes,yes,full stack,web technologies,excellent,medium,networks,cloud computing,Product based,yes,Series,Management,hard worker,no,yes,Technical Support
+3,5,3,5,no,yes,hadoop,system designing,excellent,medium,programming,cloud computing,Testing and Maintainance Services,no,Journals,Technical,smart worker,no,yes,Technical Support
+5,1,2,3,yes,no,machine learning,game development,medium,poor,hacking,security,BPA,no,Diaries,Management,smart worker,yes,yes,Technical Support
+1,0,1,8,yes,yes,python,hacking,medium,excellent,parallel computing,Business process analyst,SAaS services,no,Biographies,Technical,smart worker,no,no,Technical Support
+2,4,8,7,yes,no,python,testing,excellent,medium,Computer Architecture,system developer,Cloud Services,yes,Cookbooks,Management,smart worker,no,no,Technical Support
+6,2,1,5,yes,no,machine learning,system designing,poor,excellent,networks,cloud computing,Product based,no,Self help,Management,smart worker,no,no,Technical Support
+6,3,2,1,yes,yes,shell programming,hacking,poor,excellent,parallel computing,Business process analyst,Finance,no,Biographies,Management,hard worker,yes,no,Technical Support
+2,2,5,3,no,no,app development,testing,medium,medium,Management,testing,Product based,yes,Diaries,Management,smart worker,no,yes,Technical Support
+8,3,3,3,no,yes,shell programming,database security,poor,medium,Software Engineering,security,Web Services,yes,Encyclopedias,Management,hard worker,no,no,Technical Support
+9,0,9,3,no,yes,hadoop,database security,excellent,poor,cloud computing,developer,Sales and Marketing,yes,Comics,Management,smart worker,no,yes,Technical Support
+4,4,6,7,no,yes,shell programming,system designing,excellent,medium,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Health,Management,hard worker,no,no,Technical Support
+9,2,6,1,yes,no,full stack,web technologies,medium,excellent,parallel computing,testing,Cloud Services,no,Science,Management,hard worker,yes,yes,Technical Support
+2,4,5,4,yes,yes,distro making,hacking,poor,excellent,IOT,testing,Web Services,yes,History,Management,smart worker,no,yes,Technical Support
+5,5,9,3,yes,no,r programming,database security,excellent,medium,Software Engineering,testing,Cloud Services,no,History,Management,smart worker,no,yes,Technical Support
+8,2,9,8,yes,no,shell programming,hacking,medium,medium,cloud computing,system developer,Web Services,no,Encyclopedias,Technical,hard worker,no,no,Technical Support
+9,5,7,8,yes,no,hadoop,system designing,medium,excellent,IOT,cloud computing,Service Based,yes,Fantasy,Management,smart worker,no,no,Technical Support
+6,4,9,6,yes,yes,information security,web technologies,excellent,medium,programming,developer,Service Based,yes,Prayer books,Technical,hard worker,no,yes,Technical Support
+9,5,7,7,no,yes,python,data science,excellent,excellent,IOT,system developer,Testing and Maintainance Services,no,Guide,Technical,smart worker,yes,yes,Technical Support
+4,6,8,7,yes,yes,information security,testing,poor,poor,IOT,developer,Sales and Marketing,no,Trilogy,Management,smart worker,no,yes,Technical Support
+3,6,5,1,yes,yes,shell programming,data science,medium,excellent,networks,cloud computing,Cloud Services,yes,Drama,Management,hard worker,no,yes,Technical Support
+5,6,4,6,no,yes,shell programming,hacking,poor,poor,cloud computing,security,BPA,no,Encyclopedias,Technical,hard worker,yes,no,Technical Support
+4,6,1,5,no,no,shell programming,database security,poor,medium,parallel computing,security,Product based,yes,Fantasy,Management,smart worker,yes,no,Technical Support
+1,0,9,4,yes,yes,distro making,system designing,excellent,medium,hacking,cloud computing,Finance,no,Series,Management,smart worker,no,yes,Technical Support
+1,1,9,2,no,no,app development,system designing,poor,excellent,hacking,Business process analyst,BPA,yes,Romance,Technical,hard worker,no,no,Technical Support
+8,0,9,2,yes,no,hadoop,game development,poor,medium,Computer Architecture,Business process analyst,product development,yes,Cookbooks,Management,hard worker,yes,yes,Technical Support
+8,2,8,3,no,no,distro making,game development,poor,excellent,hacking,security,Sales and Marketing,yes,Poetry,Technical,smart worker,no,no,Technical Support
+7,1,2,1,no,no,full stack,hacking,poor,medium,Software Engineering,developer,Service Based,no,Action and Adventure,Technical,smart worker,yes,no,Technical Support
+3,2,9,5,no,no,distro making,hacking,poor,poor,parallel computing,developer,Finance,yes,Journals,Management,hard worker,yes,no,Technical Support
+5,4,6,5,yes,no,machine learning,web technologies,medium,poor,networks,Business process analyst,Sales and Marketing,no,Dictionaries,Technical,hard worker,no,no,Technical Support
+2,5,8,7,yes,yes,r programming,data science,poor,excellent,Management,testing,Sales and Marketing,yes,Autobiographies,Technical,hard worker,yes,yes,Technical Support
+7,2,9,9,no,yes,app development,hacking,excellent,excellent,Software Engineering,cloud computing,Cloud Services,no,Drama,Management,hard worker,no,yes,Technical Support
+5,3,4,6,no,no,hadoop,testing,excellent,medium,Computer Architecture,cloud computing,Finance,yes,Science fiction,Management,smart worker,no,no,Technical Support
+6,3,2,1,no,no,hadoop,testing,poor,excellent,parallel computing,testing,Sales and Marketing,no,Horror,Management,hard worker,yes,yes,Technical Support
+5,4,8,9,no,yes,shell programming,hacking,medium,medium,Management,system developer,Web Services,yes,Drama,Management,hard worker,yes,yes,Technical Support
+1,2,4,9,yes,no,python,cloud computing,poor,excellent,hacking,cloud computing,Finance,no,Diaries,Management,hard worker,no,no,Technical Support
+9,1,5,6,no,no,python,web technologies,poor,excellent,IOT,system developer,SAaS services,no,Religion-Spirituality,Technical,smart worker,yes,no,Technical Support
+3,2,6,3,no,yes,app development,system designing,poor,medium,Software Engineering,developer,Product based,no,Religion-Spirituality,Management,hard worker,no,yes,Technical Support
+9,6,2,5,no,yes,r programming,web technologies,medium,poor,IOT,testing,Testing and Maintainance Services,no,Science fiction,Technical,hard worker,no,yes,Technical Support
+6,5,9,2,yes,yes,information security,web technologies,medium,excellent,Computer Architecture,system developer,Finance,no,Prayer books,Management,hard worker,no,no,Technical Support
+1,6,1,1,yes,yes,r programming,testing,medium,poor,programming,Business process analyst,Sales and Marketing,no,Comics,Management,smart worker,yes,yes,Technical Support
+1,4,9,2,yes,no,full stack,data science,poor,medium,parallel computing,system developer,Cloud Services,yes,Encyclopedias,Management,hard worker,yes,no,Technical Support
+5,6,6,2,no,no,machine learning,cloud computing,poor,poor,parallel computing,security,Finance,no,Self help,Management,smart worker,yes,no,Technical Support
+5,2,6,1,yes,no,r programming,hacking,poor,poor,Management,cloud computing,Testing and Maintainance Services,no,Dictionaries,Management,hard worker,no,no,Technical Support
+8,5,8,2,no,no,shell programming,system designing,poor,excellent,parallel computing,developer,Cloud Services,no,Cookbooks,Management,hard worker,no,yes,Technical Support
+6,1,5,7,no,no,python,database security,medium,medium,data engineering,cloud computing,BPA,yes,Science fiction,Technical,hard worker,no,no,Technical Support
+4,1,5,1,no,yes,full stack,game development,excellent,medium,Management,system developer,Testing and Maintainance Services,no,Science fiction,Technical,hard worker,no,yes,Technical Support
+4,5,6,3,no,no,r programming,game development,poor,medium,IOT,cloud computing,Cloud Services,no,History,Management,smart worker,no,yes,Technical Support
+9,2,3,5,no,no,machine learning,data science,medium,excellent,cloud computing,cloud computing,Cloud Services,no,Poetry,Management,smart worker,no,yes,Technical Support
+4,0,6,4,no,yes,r programming,cloud computing,excellent,medium,cloud computing,developer,Sales and Marketing,no,Cookbooks,Technical,smart worker,no,no,Technical Support
+9,0,6,4,no,yes,shell programming,database security,medium,excellent,Computer Architecture,testing,Cloud Services,no,Self help,Management,smart worker,yes,yes,Technical Support
+6,4,8,1,no,yes,machine learning,database security,medium,poor,cloud computing,developer,product development,no,Art,Management,hard worker,no,no,Technical Support
+9,0,7,3,yes,no,r programming,hacking,poor,excellent,Computer Architecture,cloud computing,Product based,no,Horror,Management,smart worker,yes,yes,Technical Support
+7,2,6,3,yes,yes,information security,game development,excellent,excellent,Software Engineering,security,Service Based,no,Prayer books,Management,smart worker,yes,yes,Technical Support
+2,2,6,4,no,no,full stack,data science,excellent,medium,Software Engineering,security,Service Based,yes,Action and Adventure,Management,smart worker,no,yes,Technical Support
+3,3,5,8,no,yes,full stack,web technologies,medium,excellent,data engineering,developer,BPA,yes,Fantasy,Management,smart worker,no,no,Technical Support
+2,4,4,4,yes,no,full stack,hacking,medium,medium,networks,testing,Finance,no,Anthology,Technical,hard worker,no,no,Technical Support
+4,4,5,4,yes,yes,hadoop,testing,medium,poor,hacking,security,product development,yes,Science,Technical,hard worker,yes,yes,Technical Support
+6,6,5,2,no,no,r programming,system designing,poor,poor,Management,Business process analyst,Cloud Services,yes,Satire,Management,hard worker,no,no,Technical Support
+3,3,5,6,yes,yes,app development,system designing,excellent,poor,data engineering,developer,SAaS services,yes,Art,Management,smart worker,no,yes,Technical Support
+2,2,4,5,yes,yes,hadoop,hacking,medium,excellent,Computer Architecture,cloud computing,Web Services,yes,Satire,Technical,smart worker,no,yes,Technical Support
+6,0,8,7,yes,yes,shell programming,system designing,medium,poor,cloud computing,cloud computing,Sales and Marketing,no,Self help,Technical,smart worker,yes,no,Technical Support
+8,5,8,7,no,yes,distro making,web technologies,medium,excellent,networks,developer,Finance,no,Math,Management,smart worker,yes,no,Technical Support
+7,3,9,5,yes,yes,full stack,game development,poor,excellent,IOT,cloud computing,Sales and Marketing,yes,Encyclopedias,Technical,hard worker,no,no,Technical Support
+5,0,9,8,yes,no,full stack,game development,excellent,medium,hacking,system developer,product development,yes,Horror,Technical,hard worker,yes,yes,Technical Support
+5,2,7,8,yes,no,distro making,hacking,excellent,medium,programming,Business process analyst,Product based,no,Poetry,Management,hard worker,yes,no,Technical Support
+4,6,5,3,no,yes,python,data science,excellent,medium,IOT,developer,Product based,no,Mystery,Management,smart worker,yes,no,Technical Support
+2,0,2,7,no,yes,hadoop,system designing,medium,medium,cloud computing,security,Finance,no,Journals,Management,hard worker,yes,yes,Technical Support
+3,3,2,1,yes,yes,hadoop,system designing,poor,medium,cloud computing,developer,SAaS services,yes,Mystery,Technical,smart worker,yes,yes,Technical Support
+2,4,8,2,yes,yes,python,cloud computing,medium,poor,hacking,cloud computing,SAaS services,yes,Action and Adventure,Management,smart worker,no,no,Technical Support
+3,6,5,2,no,yes,shell programming,web technologies,poor,poor,hacking,security,Service Based,no,Horror,Technical,hard worker,no,yes,Technical Support
+5,2,7,1,yes,no,full stack,database security,medium,excellent,data engineering,developer,Sales and Marketing,yes,Religion-Spirituality,Technical,smart worker,yes,yes,Technical Support
+1,1,2,4,no,no,hadoop,system designing,medium,poor,programming,Business process analyst,Finance,yes,Childrens,Management,hard worker,no,yes,Technical Support
+5,6,8,5,no,yes,machine learning,game development,poor,excellent,cloud computing,developer,Cloud Services,yes,Biographies,Technical,smart worker,yes,yes,Technical Support
+7,5,1,9,yes,no,r programming,system designing,excellent,excellent,programming,cloud computing,BPA,yes,Autobiographies,Technical,hard worker,no,yes,Technical Support
+8,0,2,1,no,yes,information security,database security,medium,medium,Software Engineering,testing,Finance,yes,Dictionaries,Technical,hard worker,no,no,Technical Support
+9,3,1,7,no,yes,machine learning,hacking,medium,medium,cloud computing,security,Sales and Marketing,no,Travel,Technical,smart worker,no,yes,Technical Support
+4,6,1,9,no,yes,machine learning,hacking,excellent,poor,networks,testing,BPA,yes,Self help,Management,hard worker,no,yes,Technical Support
+3,2,2,1,no,yes,hadoop,hacking,excellent,excellent,hacking,Business process analyst,Sales and Marketing,yes,Satire,Technical,hard worker,no,yes,Technical Support
+8,3,2,3,yes,no,hadoop,hacking,poor,medium,data engineering,Business process analyst,Web Services,no,Guide,Management,smart worker,no,no,Technical Support
+4,5,7,5,yes,no,distro making,game development,excellent,poor,parallel computing,security,SAaS services,no,Horror,Management,hard worker,yes,no,Technical Support
+4,2,4,2,no,no,full stack,database security,medium,excellent,programming,system developer,Web Services,no,Series,Management,smart worker,yes,yes,Technical Support
+6,1,9,7,yes,yes,hadoop,web technologies,poor,excellent,Computer Architecture,system developer,Cloud Services,yes,Autobiographies,Technical,smart worker,yes,yes,Technical Support
+8,0,8,4,yes,no,full stack,data science,poor,poor,Computer Architecture,testing,Product based,no,Anthology,Management,hard worker,yes,no,Technical Support
+5,3,2,1,yes,no,information security,cloud computing,poor,excellent,cloud computing,cloud computing,BPA,no,Travel,Management,smart worker,no,no,Technical Support
+8,4,3,8,yes,no,app development,hacking,medium,medium,Computer Architecture,testing,Testing and Maintainance Services,yes,Action and Adventure,Management,hard worker,yes,no,Technical Support
+7,6,1,9,yes,no,app development,system designing,medium,excellent,Management,cloud computing,Web Services,no,Action and Adventure,Technical,smart worker,no,no,Technical Support
+5,4,1,6,no,no,information security,database security,excellent,excellent,IOT,developer,Service Based,yes,Childrens,Technical,hard worker,yes,yes,Technical Support
+7,5,7,3,yes,yes,app development,testing,excellent,excellent,cloud computing,testing,Product based,no,Series,Management,smart worker,no,no,Technical Support
+7,6,8,6,yes,yes,machine learning,cloud computing,excellent,excellent,Computer Architecture,security,Sales and Marketing,no,Religion-Spirituality,Management,hard worker,no,no,Technical Support
+5,3,9,8,no,yes,hadoop,game development,poor,excellent,Computer Architecture,cloud computing,Web Services,yes,Guide,Technical,hard worker,yes,yes,Technical Support
+8,6,7,9,no,no,shell programming,cloud computing,excellent,medium,cloud computing,system developer,SAaS services,no,Anthology,Technical,hard worker,yes,yes,Technical Support
+5,4,6,3,no,yes,python,data science,medium,medium,parallel computing,developer,Web Services,yes,Series,Technical,hard worker,yes,yes,Technical Support
+5,3,7,5,no,no,distro making,database security,poor,poor,programming,security,BPA,yes,Guide,Management,smart worker,yes,no,Technical Support
+1,2,3,5,yes,no,app development,hacking,poor,excellent,programming,Business process analyst,SAaS services,no,Autobiographies,Technical,hard worker,yes,no,Technical Support
+8,3,5,2,no,yes,app development,cloud computing,medium,medium,Software Engineering,system developer,Testing and Maintainance Services,no,Poetry,Management,hard worker,yes,yes,Technical Support
+4,0,8,8,yes,yes,r programming,testing,poor,poor,parallel computing,security,Finance,yes,Dictionaries,Management,hard worker,no,yes,Technical Support
+7,3,3,5,yes,no,distro making,hacking,excellent,excellent,Computer Architecture,Business process analyst,Product based,yes,Mystery,Technical,smart worker,yes,no,Technical Support
+4,6,6,2,yes,no,machine learning,system designing,excellent,poor,hacking,Business process analyst,Product based,yes,Mystery,Technical,hard worker,no,no,Technical Support
+2,5,4,5,yes,yes,r programming,cloud computing,medium,poor,IOT,security,Finance,no,Poetry,Technical,smart worker,yes,yes,Technical Support
+3,3,4,5,yes,no,python,hacking,poor,poor,Management,system developer,SAaS services,yes,Science fiction,Technical,smart worker,no,no,Technical Support
+7,0,4,9,no,yes,information security,cloud computing,poor,poor,Computer Architecture,system developer,Cloud Services,yes,Health,Management,smart worker,no,yes,Technical Support
+8,1,9,1,no,yes,shell programming,testing,medium,medium,Management,developer,Testing and Maintainance Services,no,Self help,Technical,hard worker,yes,no,Technical Support
+2,2,7,7,yes,no,r programming,web technologies,excellent,excellent,parallel computing,developer,Testing and Maintainance Services,no,Science,Management,smart worker,no,yes,Technical Support
+2,5,9,1,yes,no,distro making,cloud computing,excellent,excellent,programming,developer,Cloud Services,no,Travel,Technical,smart worker,yes,no,Technical Support
+3,1,1,2,no,yes,hadoop,system designing,excellent,medium,Management,Business process analyst,Finance,no,Health,Technical,hard worker,no,yes,Technical Support
+3,6,4,8,no,no,information security,web technologies,poor,excellent,hacking,Business process analyst,BPA,yes,Mystery,Technical,smart worker,no,yes,Technical Support
+3,4,7,8,yes,yes,machine learning,system designing,medium,poor,hacking,cloud computing,Sales and Marketing,yes,Health,Management,hard worker,no,yes,Technical Support
+2,1,3,8,yes,yes,full stack,database security,excellent,poor,programming,testing,product development,no,Art,Technical,smart worker,yes,no,Technical Support
+5,3,3,8,no,yes,r programming,cloud computing,excellent,poor,Software Engineering,system developer,Sales and Marketing,no,Prayer books,Management,hard worker,yes,no,Technical Support
+6,1,8,4,no,yes,hadoop,database security,medium,excellent,data engineering,Business process analyst,Service Based,yes,Mystery,Technical,hard worker,no,yes,Technical Support
+4,4,9,9,yes,yes,machine learning,database security,excellent,poor,networks,Business process analyst,product development,yes,Science fiction,Management,hard worker,yes,yes,Technical Support
+9,6,1,3,yes,yes,hadoop,cloud computing,excellent,poor,programming,cloud computing,Testing and Maintainance Services,yes,Guide,Technical,smart worker,yes,yes,Technical Support
+3,4,8,7,yes,no,app development,data science,medium,poor,data engineering,Business process analyst,product development,no,Health,Technical,hard worker,no,yes,Technical Support
+1,0,7,8,no,yes,machine learning,game development,medium,excellent,Computer Architecture,Business process analyst,Testing and Maintainance Services,yes,Horror,Management,hard worker,yes,yes,Technical Support
+9,6,7,8,no,yes,information security,cloud computing,excellent,excellent,Software Engineering,developer,Cloud Services,no,Dictionaries,Technical,hard worker,no,yes,Technical Support
+5,0,4,9,no,yes,python,web technologies,medium,medium,Computer Architecture,developer,Testing and Maintainance Services,yes,Action and Adventure,Management,smart worker,no,no,Technical Support
+1,0,9,8,no,yes,python,cloud computing,medium,medium,IOT,cloud computing,Finance,yes,Prayer books,Technical,hard worker,no,yes,Technical Support
+4,3,8,2,yes,yes,full stack,cloud computing,medium,medium,Computer Architecture,system developer,Product based,yes,Health,Management,smart worker,yes,no,Technical Support
+8,2,5,4,no,yes,hadoop,testing,excellent,excellent,networks,cloud computing,BPA,yes,Autobiographies,Management,hard worker,no,no,Technical Support
+6,5,1,4,yes,no,python,testing,poor,medium,cloud computing,system developer,Web Services,no,Romance,Management,hard worker,yes,no,Technical Support
+8,1,2,6,no,no,shell programming,data science,excellent,excellent,Software Engineering,testing,product development,no,Comics,Technical,hard worker,no,yes,Technical Support
+8,6,1,8,no,yes,full stack,web technologies,poor,medium,cloud computing,testing,BPA,yes,Science,Technical,smart worker,yes,yes,Technical Support
+4,6,8,6,no,yes,distro making,hacking,poor,poor,parallel computing,system developer,Service Based,no,Comics,Technical,hard worker,yes,no,Technical Support
+3,4,8,6,yes,yes,hadoop,web technologies,medium,excellent,programming,testing,Sales and Marketing,yes,Poetry,Management,hard worker,no,yes,Technical Support
+9,6,1,3,yes,no,r programming,system designing,medium,poor,networks,Business process analyst,Product based,no,Travel,Management,hard worker,yes,yes,Technical Support
+3,5,8,9,yes,yes,full stack,game development,excellent,excellent,cloud computing,system developer,Cloud Services,no,Self help,Management,hard worker,yes,no,Technical Support
+2,6,7,6,no,no,information security,testing,excellent,excellent,programming,testing,SAaS services,yes,Autobiographies,Technical,hard worker,no,yes,Technical Support
+9,3,1,5,no,no,machine learning,system designing,poor,medium,Software Engineering,cloud computing,SAaS services,no,Cookbooks,Technical,hard worker,no,yes,Technical Support
+9,6,7,6,no,yes,information security,data science,excellent,excellent,cloud computing,cloud computing,BPA,no,Biographies,Technical,hard worker,yes,no,Technical Support
+3,4,4,5,yes,yes,shell programming,hacking,excellent,medium,Software Engineering,system developer,Product based,no,Diaries,Technical,smart worker,yes,yes,Technical Support
+3,0,6,1,no,no,hadoop,cloud computing,poor,poor,cloud computing,security,SAaS services,no,Diaries,Technical,smart worker,no,yes,Technical Support
+1,5,3,1,yes,no,shell programming,hacking,medium,poor,networks,security,Service Based,yes,Self help,Management,hard worker,yes,no,Technical Support
+7,0,9,4,no,no,shell programming,cloud computing,poor,poor,Management,system developer,Testing and Maintainance Services,no,Horror,Technical,hard worker,no,yes,Technical Support
+8,6,2,8,yes,no,r programming,web technologies,excellent,poor,Management,cloud computing,Web Services,yes,Journals,Management,smart worker,no,no,Technical Support
+6,3,6,7,no,no,hadoop,data science,poor,medium,parallel computing,cloud computing,Web Services,yes,History,Management,smart worker,yes,no,Technical Support
+6,2,8,3,yes,yes,hadoop,data science,medium,medium,Computer Architecture,developer,product development,no,Satire,Technical,smart worker,yes,no,Technical Support
+2,6,1,2,yes,no,shell programming,game development,excellent,medium,Management,system developer,Testing and Maintainance Services,no,Autobiographies,Technical,hard worker,yes,yes,Technical Support
+5,6,9,8,yes,yes,machine learning,database security,medium,medium,data engineering,cloud computing,Product based,no,Childrens,Technical,hard worker,yes,yes,Technical Support
+8,0,1,6,yes,yes,shell programming,system designing,medium,poor,Software Engineering,cloud computing,product development,yes,Self help,Management,hard worker,no,no,Technical Support
+2,4,4,9,yes,no,information security,database security,medium,excellent,data engineering,Business process analyst,product development,no,Trilogy,Management,smart worker,yes,yes,Technical Support
+1,5,5,6,no,yes,distro making,system designing,excellent,excellent,parallel computing,security,product development,yes,Journals,Technical,smart worker,no,yes,Technical Support
+4,2,9,4,yes,yes,distro making,game development,medium,poor,networks,Business process analyst,Finance,no,Action and Adventure,Management,hard worker,yes,no,Technical Support
+5,6,9,7,no,yes,information security,game development,poor,poor,Software Engineering,system developer,Testing and Maintainance Services,no,Poetry,Management,hard worker,yes,yes,Technical Support
+1,0,8,7,yes,no,information security,game development,medium,medium,parallel computing,Business process analyst,Testing and Maintainance Services,yes,Encyclopedias,Technical,smart worker,yes,no,Technical Support
+6,1,9,7,yes,no,distro making,web technologies,medium,excellent,Software Engineering,developer,Cloud Services,no,Science,Management,hard worker,no,yes,Technical Support
+8,4,1,6,yes,no,python,testing,poor,excellent,hacking,developer,Sales and Marketing,yes,Health,Technical,smart worker,no,no,Technical Support
+9,6,2,4,no,no,full stack,testing,poor,excellent,data engineering,cloud computing,Sales and Marketing,yes,Childrens,Management,smart worker,no,no,Technical Support
+5,2,8,1,no,no,hadoop,data science,excellent,excellent,Computer Architecture,developer,product development,yes,Math,Technical,smart worker,no,yes,Technical Support
+7,5,9,1,yes,yes,r programming,hacking,poor,poor,Computer Architecture,testing,Finance,no,Diaries,Management,hard worker,yes,no,Technical Support
+6,6,8,8,yes,yes,app development,database security,excellent,excellent,programming,system developer,Web Services,no,Self help,Management,smart worker,yes,yes,Technical Support
+4,1,7,3,no,yes,information security,cloud computing,medium,poor,networks,system developer,BPA,yes,Mystery,Management,hard worker,yes,yes,Technical Support
+3,6,8,7,yes,no,hadoop,system designing,excellent,medium,parallel computing,developer,Sales and Marketing,yes,Guide,Technical,smart worker,yes,yes,Technical Support
+7,1,7,3,no,no,distro making,system designing,medium,poor,networks,cloud computing,Sales and Marketing,no,Travel,Management,smart worker,no,yes,Technical Support
+8,4,3,4,no,no,r programming,database security,excellent,excellent,hacking,cloud computing,Sales and Marketing,yes,Mystery,Technical,hard worker,no,yes,Technical Support
+2,2,9,6,no,yes,full stack,hacking,poor,medium,hacking,security,Service Based,no,Science,Technical,smart worker,no,no,Technical Support
+5,5,6,9,yes,yes,r programming,database security,medium,excellent,networks,developer,Testing and Maintainance Services,yes,Horror,Management,hard worker,yes,no,Technical Support
+1,4,9,6,yes,no,app development,system designing,poor,excellent,data engineering,cloud computing,Sales and Marketing,no,Art,Technical,hard worker,yes,no,Technical Support
+5,1,8,2,no,no,machine learning,web technologies,poor,medium,hacking,cloud computing,Service Based,yes,Anthology,Management,hard worker,yes,yes,Technical Support
+5,3,8,1,yes,no,information security,web technologies,medium,poor,parallel computing,cloud computing,Service Based,yes,Cookbooks,Technical,smart worker,yes,no,Technical Support
+8,5,5,4,no,yes,python,game development,excellent,excellent,data engineering,cloud computing,Cloud Services,yes,Diaries,Management,hard worker,no,no,Technical Support
+3,4,7,8,yes,yes,information security,testing,medium,poor,data engineering,system developer,Testing and Maintainance Services,no,Religion-Spirituality,Technical,smart worker,yes,yes,Technical Support
+1,3,6,1,yes,yes,hadoop,testing,poor,excellent,cloud computing,system developer,Service Based,yes,Poetry,Technical,smart worker,yes,no,Technical Support
+2,4,6,8,no,yes,r programming,testing,excellent,excellent,parallel computing,developer,Product based,yes,Fantasy,Technical,smart worker,no,no,Technical Support
+6,0,7,1,no,no,hadoop,data science,medium,excellent,Computer Architecture,testing,BPA,no,Comics,Management,smart worker,no,yes,Technical Support
+4,5,3,6,yes,yes,information security,web technologies,excellent,excellent,Computer Architecture,testing,Service Based,yes,History,Management,smart worker,no,no,Technical Support
+9,5,2,4,yes,no,hadoop,game development,medium,excellent,networks,testing,BPA,no,Science,Management,hard worker,no,yes,Technical Support
+6,4,7,1,no,no,full stack,data science,excellent,excellent,parallel computing,security,Service Based,yes,Science,Management,smart worker,yes,yes,Technical Support
+9,4,1,2,no,no,app development,system designing,poor,poor,cloud computing,system developer,Testing and Maintainance Services,yes,Health,Management,smart worker,yes,no,Technical Support
+7,4,7,3,yes,yes,shell programming,database security,medium,medium,networks,testing,SAaS services,no,Health,Management,hard worker,no,yes,Technical Support
+2,2,8,6,yes,yes,full stack,cloud computing,poor,poor,networks,testing,Sales and Marketing,yes,Self help,Technical,smart worker,no,no,Technical Support
+3,0,6,2,yes,no,python,hacking,excellent,medium,IOT,developer,Product based,yes,Self help,Management,smart worker,no,yes,Technical Support
+5,3,5,2,no,no,information security,web technologies,poor,poor,Management,security,SAaS services,yes,Romance,Technical,hard worker,yes,yes,Technical Support
+3,5,4,6,no,no,full stack,data science,medium,excellent,programming,testing,BPA,yes,Satire,Management,hard worker,no,yes,Technical Support
+1,4,9,1,yes,yes,r programming,database security,medium,poor,Software Engineering,developer,Testing and Maintainance Services,yes,Science fiction,Management,hard worker,yes,no,Technical Support
+6,6,7,5,yes,yes,r programming,game development,excellent,poor,hacking,testing,product development,no,Self help,Technical,smart worker,yes,yes,Technical Support
+1,3,3,8,yes,no,machine learning,system designing,poor,excellent,programming,security,Product based,yes,History,Management,smart worker,no,yes,Technical Support
+8,3,2,9,yes,yes,shell programming,database security,medium,excellent,data engineering,developer,Sales and Marketing,no,Comics,Management,smart worker,yes,no,Technical Support
+8,6,1,1,no,no,distro making,database security,medium,medium,networks,cloud computing,Web Services,no,Horror,Management,hard worker,yes,no,Technical Support
+8,1,2,6,yes,no,hadoop,hacking,excellent,excellent,cloud computing,testing,SAaS services,no,Encyclopedias,Management,smart worker,no,yes,Technical Support
+9,6,2,4,yes,no,machine learning,game development,poor,poor,IOT,security,Web Services,no,Prayer books,Management,hard worker,no,yes,Technical Support
+1,1,9,9,no,no,hadoop,system designing,medium,medium,programming,system developer,BPA,yes,Guide,Technical,smart worker,no,no,Technical Support
+5,4,4,4,no,yes,distro making,cloud computing,medium,excellent,programming,cloud computing,SAaS services,no,Biographies,Management,smart worker,yes,yes,Technical Support
+2,3,4,4,no,yes,shell programming,testing,poor,medium,programming,system developer,Service Based,yes,Comics,Technical,hard worker,yes,no,Technical Support
+6,3,5,7,yes,yes,app development,system designing,poor,medium,data engineering,system developer,Finance,yes,Dictionaries,Technical,hard worker,no,no,Technical Support
+7,3,2,5,yes,no,shell programming,game development,excellent,excellent,Software Engineering,security,Service Based,no,Health,Technical,hard worker,yes,yes,Technical Support
+9,3,2,5,no,yes,distro making,game development,excellent,poor,hacking,Business process analyst,SAaS services,no,Guide,Technical,hard worker,no,yes,Technical Support
+7,5,6,9,yes,no,machine learning,cloud computing,medium,poor,IOT,testing,product development,no,Satire,Technical,hard worker,no,yes,Technical Support
+6,4,3,9,yes,no,r programming,game development,medium,excellent,hacking,cloud computing,BPA,no,Science,Technical,hard worker,no,yes,Technical Support
+3,6,1,7,no,yes,machine learning,game development,poor,medium,networks,security,Sales and Marketing,no,Cookbooks,Technical,smart worker,no,yes,Technical Support
+5,0,3,4,yes,no,full stack,system designing,medium,medium,Computer Architecture,developer,SAaS services,no,History,Technical,hard worker,no,no,Technical Support
+3,6,1,1,no,no,shell programming,testing,poor,medium,networks,system developer,product development,no,Romance,Management,smart worker,yes,no,Technical Support
+1,4,4,4,no,yes,machine learning,system designing,medium,poor,data engineering,Business process analyst,SAaS services,yes,Autobiographies,Management,smart worker,no,yes,Technical Support
+7,2,9,1,yes,no,python,system designing,excellent,excellent,IOT,cloud computing,Web Services,no,History,Management,hard worker,yes,yes,Technical Support
+1,1,4,3,yes,yes,full stack,hacking,medium,poor,hacking,system developer,Testing and Maintainance Services,no,Horror,Technical,smart worker,no,no,Technical Support
+4,5,2,7,no,yes,information security,database security,excellent,poor,Management,testing,BPA,yes,Cookbooks,Management,smart worker,no,yes,Technical Support
+4,1,4,8,no,no,full stack,database security,excellent,poor,cloud computing,Business process analyst,Sales and Marketing,no,Encyclopedias,Technical,hard worker,no,no,Technical Support
+5,0,7,7,yes,no,app development,game development,poor,poor,networks,Business process analyst,Product based,yes,Comics,Management,hard worker,no,yes,Technical Support
+5,6,6,7,yes,no,hadoop,database security,poor,medium,programming,testing,product development,no,Series,Technical,hard worker,no,yes,Technical Support
+9,0,6,4,no,yes,python,data science,excellent,excellent,networks,system developer,SAaS services,yes,Trilogy,Management,smart worker,no,no,Technical Support
+8,1,8,8,yes,no,hadoop,database security,medium,medium,programming,developer,Cloud Services,yes,Health,Management,smart worker,yes,no,Technical Support
+6,3,1,1,yes,yes,shell programming,system designing,excellent,poor,Computer Architecture,system developer,Sales and Marketing,yes,Fantasy,Management,smart worker,no,no,Technical Support
+3,6,6,2,no,yes,app development,data science,poor,medium,hacking,testing,Web Services,yes,Art,Management,hard worker,no,no,Technical Support
+9,2,2,5,yes,yes,app development,cloud computing,medium,excellent,IOT,developer,product development,no,Prayer books,Technical,smart worker,no,yes,Technical Support
+3,2,2,1,no,yes,shell programming,system designing,poor,medium,IOT,developer,Product based,no,Series,Technical,hard worker,no,yes,Technical Support
+6,2,9,2,yes,yes,distro making,hacking,poor,medium,networks,security,BPA,no,Comics,Management,hard worker,yes,no,Technical Support
+2,4,9,3,yes,yes,information security,hacking,excellent,excellent,Software Engineering,testing,SAaS services,yes,Science,Management,smart worker,no,no,Technical Support
+6,4,4,2,yes,no,app development,database security,medium,excellent,programming,testing,BPA,no,Self help,Technical,smart worker,no,no,Technical Support
+8,6,8,9,no,yes,app development,system designing,medium,medium,programming,testing,Service Based,no,Trilogy,Technical,smart worker,no,yes,Technical Support
+4,2,2,9,no,no,machine learning,web technologies,excellent,poor,hacking,security,Product based,no,Satire,Technical,smart worker,yes,no,Technical Support
+7,4,2,8,yes,yes,shell programming,testing,medium,poor,IOT,developer,Web Services,no,Journals,Technical,smart worker,yes,no,Technical Support
+6,2,7,8,no,no,python,system designing,poor,poor,cloud computing,developer,Web Services,yes,Encyclopedias,Technical,smart worker,no,no,Technical Support
+3,5,9,8,no,yes,distro making,data science,poor,excellent,cloud computing,system developer,Testing and Maintainance Services,yes,Cookbooks,Management,hard worker,no,no,Technical Support
+9,4,2,8,no,no,r programming,game development,poor,excellent,Computer Architecture,testing,product development,yes,Series,Technical,hard worker,no,yes,Technical Support
+7,5,9,4,no,yes,machine learning,database security,medium,excellent,Computer Architecture,security,Product based,yes,Health,Technical,smart worker,no,no,Technical Support
+7,1,1,7,no,no,app development,web technologies,poor,poor,data engineering,cloud computing,Sales and Marketing,yes,History,Management,smart worker,no,yes,Technical Support
+8,5,5,9,no,no,shell programming,system designing,medium,poor,Software Engineering,developer,Finance,no,Science fiction,Management,smart worker,yes,yes,Technical Support
+1,2,4,9,no,no,app development,cloud computing,medium,poor,hacking,cloud computing,BPA,no,History,Management,hard worker,no,yes,Technical Support
+1,1,7,4,no,no,machine learning,cloud computing,medium,medium,Computer Architecture,system developer,Cloud Services,yes,History,Management,hard worker,no,yes,Technical Support
+6,3,4,2,no,no,full stack,system designing,medium,poor,programming,security,Sales and Marketing,no,Anthology,Management,smart worker,yes,no,Technical Support
+4,5,3,7,no,no,shell programming,game development,poor,excellent,Software Engineering,Business process analyst,Web Services,yes,Health,Management,smart worker,no,yes,Technical Support
+7,0,4,6,no,yes,hadoop,game development,excellent,medium,Computer Architecture,security,SAaS services,yes,Health,Technical,hard worker,no,no,Technical Support
+3,6,2,6,no,no,distro making,web technologies,excellent,medium,Computer Architecture,cloud computing,Product based,no,Cookbooks,Management,hard worker,yes,no,Technical Support
+1,4,4,2,yes,yes,python,cloud computing,poor,poor,Management,system developer,product development,no,Poetry,Management,hard worker,yes,no,Technical Support
+9,4,4,4,yes,no,app development,hacking,medium,medium,Computer Architecture,developer,Service Based,yes,Guide,Management,hard worker,yes,no,Technical Support
+2,5,9,4,no,no,python,cloud computing,medium,excellent,IOT,cloud computing,product development,yes,Health,Technical,hard worker,no,no,Technical Support
+1,5,9,1,yes,no,information security,system designing,poor,medium,parallel computing,developer,Product based,yes,Autobiographies,Management,smart worker,no,no,Technical Support
+3,0,2,1,yes,no,python,database security,poor,excellent,cloud computing,developer,Service Based,yes,Fantasy,Management,smart worker,yes,no,Technical Support
+7,2,8,1,yes,no,distro making,web technologies,medium,medium,Software Engineering,testing,BPA,no,Self help,Technical,hard worker,yes,yes,Technical Support
+9,5,1,9,no,yes,distro making,system designing,poor,excellent,IOT,system developer,Web Services,yes,Science fiction,Management,smart worker,no,no,Technical Support
+1,6,2,3,no,yes,machine learning,web technologies,medium,poor,Management,system developer,Sales and Marketing,no,Self help,Technical,smart worker,no,yes,Technical Support
+1,5,8,6,no,no,shell programming,testing,excellent,excellent,Computer Architecture,security,Testing and Maintainance Services,yes,Dictionaries,Management,smart worker,yes,yes,Technical Support
+8,5,7,3,yes,no,information security,database security,excellent,excellent,cloud computing,security,Service Based,no,Health,Management,smart worker,no,no,Technical Support
+4,2,4,4,no,yes,r programming,hacking,excellent,excellent,cloud computing,developer,Finance,yes,Cookbooks,Technical,hard worker,no,no,Technical Support
+6,1,4,1,no,yes,machine learning,system designing,medium,excellent,IOT,security,Product based,yes,Math,Management,hard worker,yes,yes,Technical Support
+1,4,3,1,yes,yes,python,web technologies,poor,poor,data engineering,security,Testing and Maintainance Services,no,Health,Technical,hard worker,no,no,Technical Support
+4,3,8,2,no,no,machine learning,testing,medium,medium,cloud computing,security,Service Based,no,Trilogy,Management,hard worker,no,yes,Technical Support
+3,4,2,5,yes,no,shell programming,game development,poor,poor,Management,developer,SAaS services,yes,Horror,Technical,smart worker,yes,yes,Technical Support
+4,0,7,1,no,no,shell programming,database security,medium,poor,data engineering,cloud computing,Sales and Marketing,no,Drama,Technical,hard worker,no,yes,Technical Support
+8,5,4,7,no,no,app development,system designing,excellent,medium,Management,security,Product based,no,Autobiographies,Technical,smart worker,yes,yes,Technical Support
+1,5,7,2,no,no,machine learning,database security,excellent,medium,Computer Architecture,security,product development,no,Biographies,Management,hard worker,no,yes,Technical Support
+2,0,6,1,no,no,distro making,testing,medium,poor,data engineering,developer,Product based,yes,Action and Adventure,Management,hard worker,yes,yes,Technical Support
+6,2,9,9,no,yes,hadoop,cloud computing,poor,excellent,networks,testing,Finance,no,Drama,Management,smart worker,yes,yes,Technical Support
+7,2,7,8,no,no,shell programming,testing,excellent,medium,Management,system developer,Product based,no,Prayer books,Management,smart worker,no,yes,Technical Support
+4,1,8,8,no,no,python,hacking,medium,medium,data engineering,security,SAaS services,yes,Poetry,Technical,smart worker,no,no,Technical Support
+4,0,4,6,yes,yes,python,web technologies,excellent,excellent,Management,testing,Service Based,yes,Journals,Management,smart worker,yes,yes,Technical Support
+7,4,8,2,yes,yes,app development,cloud computing,medium,medium,hacking,cloud computing,Product based,no,Self help,Management,hard worker,no,yes,Technical Support
+7,1,1,2,no,no,distro making,database security,excellent,medium,cloud computing,system developer,Product based,yes,Dictionaries,Technical,smart worker,no,yes,Technical Support
+5,2,6,4,no,yes,full stack,data science,medium,excellent,Software Engineering,system developer,product development,yes,Trilogy,Management,smart worker,no,no,Technical Support
+2,2,6,2,yes,no,distro making,hacking,excellent,poor,parallel computing,developer,Web Services,no,Poetry,Technical,smart worker,no,yes,Technical Support
+2,1,9,8,no,no,distro making,testing,medium,medium,Software Engineering,Business process analyst,SAaS services,no,Encyclopedias,Management,smart worker,no,no,Technical Support
+3,4,5,9,yes,yes,full stack,web technologies,medium,excellent,hacking,system developer,product development,no,Poetry,Management,hard worker,yes,no,Technical Support
+6,1,5,1,no,no,shell programming,database security,excellent,poor,cloud computing,Business process analyst,Testing and Maintainance Services,no,Math,Management,hard worker,yes,no,Technical Support
+5,2,9,2,yes,yes,machine learning,testing,medium,excellent,Management,developer,SAaS services,no,Satire,Technical,smart worker,no,yes,Technical Support
+9,6,8,6,yes,yes,python,hacking,poor,excellent,Computer Architecture,Business process analyst,Finance,no,Dictionaries,Management,hard worker,no,no,Technical Support
+1,0,6,3,yes,yes,r programming,testing,excellent,excellent,IOT,security,SAaS services,no,Horror,Technical,smart worker,no,yes,Technical Support
+9,5,5,6,yes,no,r programming,data science,poor,medium,networks,cloud computing,BPA,yes,Comics,Management,hard worker,yes,yes,Technical Support
+2,0,7,3,yes,no,machine learning,database security,excellent,medium,data engineering,developer,Service Based,no,History,Management,smart worker,no,yes,Technical Support
+7,3,6,9,yes,no,app development,cloud computing,poor,poor,Software Engineering,security,Product based,no,Science fiction,Technical,hard worker,no,no,Technical Support
+1,3,8,2,no,no,distro making,data science,excellent,poor,IOT,security,Product based,no,Self help,Technical,smart worker,yes,no,Technical Support
+7,1,9,2,no,yes,machine learning,data science,poor,medium,programming,Business process analyst,Cloud Services,no,Self help,Management,smart worker,yes,no,Technical Support
+5,4,5,7,no,no,python,web technologies,excellent,excellent,hacking,developer,Service Based,yes,Childrens,Technical,smart worker,yes,no,Technical Support
+4,2,1,4,yes,no,distro making,database security,poor,excellent,programming,developer,Web Services,yes,Dictionaries,Management,hard worker,yes,no,Technical Support
+9,0,5,8,no,no,information security,web technologies,excellent,medium,networks,cloud computing,product development,yes,Health,Management,hard worker,no,yes,Technical Support
+4,6,5,4,yes,no,distro making,system designing,poor,medium,programming,cloud computing,Cloud Services,no,Satire,Management,smart worker,no,no,Technical Support
+6,4,4,4,yes,no,hadoop,cloud computing,excellent,excellent,parallel computing,Business process analyst,Product based,yes,Biographies,Technical,hard worker,no,no,Technical Support
+4,3,5,3,no,yes,full stack,testing,poor,medium,Management,system developer,Testing and Maintainance Services,no,History,Technical,hard worker,yes,no,Technical Support
+5,6,1,9,yes,no,shell programming,hacking,excellent,excellent,hacking,cloud computing,product development,no,Series,Technical,hard worker,yes,yes,Technical Support
+1,4,4,1,yes,yes,shell programming,game development,excellent,medium,cloud computing,system developer,Web Services,no,Self help,Management,hard worker,no,yes,Technical Support
+2,3,7,4,yes,no,shell programming,hacking,medium,poor,parallel computing,Business process analyst,Testing and Maintainance Services,yes,Self help,Management,smart worker,no,no,Technical Support
+3,6,6,8,no,yes,machine learning,testing,medium,excellent,networks,developer,Sales and Marketing,yes,Satire,Technical,hard worker,no,no,Technical Support
+9,5,7,6,yes,no,distro making,cloud computing,poor,medium,parallel computing,security,Product based,yes,Journals,Technical,hard worker,no,no,Technical Support
+6,6,2,9,no,yes,machine learning,cloud computing,poor,medium,Management,system developer,product development,yes,Cookbooks,Technical,hard worker,yes,no,Technical Support
+3,6,6,3,yes,yes,app development,web technologies,excellent,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Health,Management,smart worker,yes,no,Technical Support
+7,4,2,7,no,yes,r programming,data science,medium,medium,programming,cloud computing,Product based,yes,Math,Management,hard worker,no,no,Technical Support
+7,0,2,3,no,yes,r programming,game development,excellent,excellent,Computer Architecture,testing,Service Based,no,Satire,Management,smart worker,yes,no,Technical Support
+4,3,2,7,yes,no,full stack,testing,medium,excellent,IOT,Business process analyst,SAaS services,no,Science fiction,Technical,smart worker,yes,no,Technical Support
+7,0,8,9,yes,yes,information security,testing,excellent,poor,cloud computing,developer,Service Based,no,Art,Management,smart worker,yes,yes,Technical Support
+6,4,9,8,yes,no,hadoop,game development,poor,excellent,hacking,system developer,Service Based,yes,Trilogy,Management,smart worker,yes,no,Technical Support
+9,6,9,8,yes,no,machine learning,database security,excellent,excellent,networks,cloud computing,Cloud Services,no,Horror,Technical,smart worker,no,yes,Technical Support
+6,2,1,4,no,yes,r programming,cloud computing,excellent,medium,data engineering,developer,Finance,no,Science,Technical,smart worker,no,yes,Technical Support
+3,5,6,7,no,no,r programming,web technologies,poor,excellent,IOT,system developer,Sales and Marketing,yes,Self help,Management,smart worker,yes,yes,Technical Support
+3,1,1,2,no,yes,machine learning,web technologies,excellent,excellent,hacking,Business process analyst,Web Services,yes,Journals,Technical,hard worker,no,yes,Technical Support
+2,4,8,8,yes,no,distro making,hacking,medium,medium,Computer Architecture,system developer,Testing and Maintainance Services,yes,Health,Management,hard worker,no,yes,Technical Support
+8,6,2,9,yes,yes,full stack,hacking,medium,poor,IOT,Business process analyst,Service Based,no,Math,Management,smart worker,no,yes,Technical Support
+5,0,8,4,no,yes,machine learning,web technologies,excellent,medium,cloud computing,Business process analyst,BPA,yes,Series,Technical,hard worker,no,yes,Technical Support
+4,2,2,9,yes,no,machine learning,system designing,poor,medium,cloud computing,cloud computing,Testing and Maintainance Services,yes,Science,Technical,smart worker,yes,yes,Technical Support
+5,3,8,2,yes,no,python,system designing,excellent,excellent,IOT,testing,Testing and Maintainance Services,no,Cookbooks,Technical,hard worker,yes,no,Technical Support
+4,2,6,2,no,yes,distro making,game development,medium,excellent,parallel computing,cloud computing,product development,yes,Art,Management,hard worker,yes,no,Technical Support
+6,2,7,7,yes,yes,python,hacking,excellent,poor,data engineering,system developer,SAaS services,no,Horror,Management,hard worker,yes,no,Technical Support
+3,1,6,8,no,yes,information security,cloud computing,medium,poor,Computer Architecture,system developer,Product based,yes,Horror,Management,smart worker,no,yes,Technical Support
+5,0,8,5,no,yes,machine learning,database security,medium,excellent,programming,system developer,BPA,no,Health,Management,smart worker,no,yes,Technical Support
+6,5,4,9,yes,yes,full stack,web technologies,excellent,medium,parallel computing,cloud computing,Cloud Services,yes,Autobiographies,Management,smart worker,no,yes,Technical Support
+3,6,6,8,yes,yes,python,game development,poor,medium,cloud computing,developer,product development,no,Horror,Management,smart worker,yes,yes,Technical Support
+6,2,2,7,no,no,r programming,cloud computing,medium,excellent,networks,Business process analyst,product development,no,Travel,Technical,hard worker,no,no,Technical Support
+9,6,5,3,no,no,python,data science,medium,medium,Software Engineering,cloud computing,product development,no,Childrens,Technical,smart worker,no,yes,Technical Support
+3,2,4,2,yes,no,distro making,testing,poor,poor,Management,security,Web Services,no,Mystery,Technical,hard worker,no,no,Technical Support
+5,6,3,5,no,no,full stack,database security,poor,medium,Management,system developer,Sales and Marketing,yes,Travel,Technical,smart worker,yes,no,Technical Support
+6,5,6,2,no,yes,machine learning,testing,poor,excellent,programming,system developer,Cloud Services,no,Religion-Spirituality,Technical,hard worker,no,yes,Technical Support
+9,0,6,2,no,yes,machine learning,testing,poor,poor,IOT,system developer,Service Based,yes,Dictionaries,Management,smart worker,no,yes,Technical Support
+2,2,8,3,yes,no,python,web technologies,excellent,poor,Software Engineering,developer,Product based,no,Trilogy,Management,smart worker,no,no,Technical Support
+6,3,7,9,no,no,information security,system designing,excellent,medium,parallel computing,security,BPA,no,Satire,Management,smart worker,yes,yes,Technical Support
+8,5,3,6,no,no,r programming,database security,medium,excellent,Management,cloud computing,Sales and Marketing,no,Diaries,Management,hard worker,yes,no,Technical Support
+5,5,7,4,no,yes,machine learning,database security,excellent,excellent,Software Engineering,developer,Testing and Maintainance Services,yes,Cookbooks,Management,hard worker,yes,yes,Technical Support
+3,6,9,7,yes,no,machine learning,hacking,medium,excellent,parallel computing,testing,Testing and Maintainance Services,yes,Anthology,Management,smart worker,yes,no,UX Designer
+5,5,6,3,yes,yes,shell programming,cloud computing,excellent,poor,IOT,security,Sales and Marketing,yes,Anthology,Technical,hard worker,no,no,UX Designer
+3,6,1,2,no,yes,information security,data science,medium,excellent,cloud computing,Business process analyst,Product based,no,Guide,Technical,smart worker,no,yes,UX Designer
+3,1,8,1,no,no,machine learning,system designing,medium,excellent,hacking,cloud computing,Web Services,yes,Drama,Management,hard worker,no,no,UX Designer
+5,1,9,4,yes,no,app development,hacking,medium,medium,Computer Architecture,developer,SAaS services,no,Self help,Management,hard worker,yes,yes,UX Designer
+8,3,1,1,no,yes,hadoop,system designing,poor,medium,Computer Architecture,developer,Product based,yes,Biographies,Technical,hard worker,no,no,UX Designer
+9,5,8,4,yes,yes,full stack,hacking,poor,medium,parallel computing,security,Product based,no,Self help,Technical,hard worker,yes,yes,UX Designer
+9,6,8,5,yes,no,python,web technologies,poor,poor,parallel computing,developer,Web Services,no,Biographies,Technical,smart worker,yes,no,UX Designer
+1,6,2,3,yes,yes,full stack,database security,excellent,poor,hacking,Business process analyst,Service Based,yes,Health,Technical,smart worker,yes,yes,UX Designer
+1,3,5,7,yes,no,information security,cloud computing,poor,poor,Computer Architecture,system developer,BPA,no,Horror,Technical,hard worker,no,no,UX Designer
+4,0,2,2,yes,yes,distro making,web technologies,poor,poor,cloud computing,testing,Finance,yes,Encyclopedias,Technical,hard worker,yes,no,UX Designer
+5,5,3,7,yes,no,machine learning,web technologies,medium,poor,IOT,developer,Testing and Maintainance Services,no,Biographies,Management,smart worker,no,no,UX Designer
+8,4,4,3,yes,yes,shell programming,web technologies,medium,medium,parallel computing,testing,Cloud Services,no,Guide,Management,smart worker,no,no,UX Designer
+9,1,7,3,yes,no,app development,web technologies,medium,medium,hacking,developer,Product based,no,Cookbooks,Management,smart worker,yes,yes,UX Designer
+6,3,1,7,yes,no,full stack,game development,excellent,excellent,networks,developer,Web Services,yes,Satire,Management,smart worker,yes,no,UX Designer
+2,4,6,8,no,no,app development,cloud computing,medium,medium,IOT,system developer,Product based,yes,Journals,Technical,smart worker,no,yes,UX Designer
+4,4,2,3,no,yes,full stack,hacking,medium,medium,Management,testing,Web Services,no,Fantasy,Technical,hard worker,yes,yes,UX Designer
+5,2,2,1,yes,no,shell programming,testing,poor,medium,data engineering,cloud computing,Service Based,yes,Mystery,Management,smart worker,no,yes,UX Designer
+9,0,3,1,no,no,machine learning,cloud computing,medium,medium,data engineering,security,product development,yes,Dictionaries,Management,smart worker,yes,yes,UX Designer
+1,6,9,1,no,no,shell programming,system designing,excellent,poor,parallel computing,testing,Service Based,yes,Science,Management,smart worker,no,yes,UX Designer
+3,3,2,6,yes,no,app development,hacking,medium,poor,Management,testing,Service Based,no,Horror,Management,hard worker,no,no,UX Designer
+5,4,4,7,yes,yes,app development,database security,medium,medium,Management,cloud computing,Service Based,no,Biographies,Technical,hard worker,no,no,UX Designer
+2,6,4,8,yes,no,python,game development,excellent,excellent,Management,cloud computing,Cloud Services,yes,Guide,Management,smart worker,yes,yes,UX Designer
+4,4,6,7,yes,no,information security,database security,excellent,poor,networks,developer,Testing and Maintainance Services,no,Series,Technical,hard worker,yes,no,UX Designer
+4,5,3,2,no,no,machine learning,hacking,poor,poor,networks,security,Cloud Services,no,Fantasy,Management,smart worker,yes,no,UX Designer
+2,2,2,3,no,yes,machine learning,hacking,excellent,excellent,Software Engineering,developer,Service Based,yes,Trilogy,Management,hard worker,yes,yes,UX Designer
+2,1,9,4,yes,no,app development,web technologies,poor,poor,hacking,cloud computing,Product based,yes,Satire,Technical,smart worker,no,no,UX Designer
+3,1,2,6,no,yes,r programming,hacking,poor,poor,hacking,testing,product development,yes,Art,Management,hard worker,no,no,UX Designer
+6,4,6,4,yes,no,distro making,data science,excellent,medium,Management,security,Product based,no,Guide,Management,hard worker,yes,yes,UX Designer
+2,1,6,7,yes,no,shell programming,cloud computing,poor,medium,IOT,Business process analyst,product development,yes,Trilogy,Technical,smart worker,no,yes,UX Designer
+9,2,5,5,no,no,shell programming,testing,medium,excellent,cloud computing,system developer,Sales and Marketing,yes,Science fiction,Technical,smart worker,no,yes,UX Designer
+1,5,7,4,yes,no,python,system designing,excellent,excellent,parallel computing,cloud computing,Web Services,yes,Comics,Management,hard worker,yes,no,UX Designer
+1,0,2,2,yes,no,information security,cloud computing,poor,medium,Computer Architecture,Business process analyst,Cloud Services,yes,Anthology,Technical,smart worker,no,no,UX Designer
+1,6,3,9,yes,yes,python,web technologies,medium,medium,Management,Business process analyst,Sales and Marketing,yes,Fantasy,Technical,smart worker,yes,yes,UX Designer
+4,3,9,3,yes,yes,distro making,cloud computing,medium,excellent,programming,testing,Service Based,yes,Science,Management,hard worker,yes,no,UX Designer
+9,5,2,1,no,no,app development,game development,excellent,excellent,Management,cloud computing,Finance,no,Travel,Technical,hard worker,no,no,UX Designer
+9,5,7,2,no,yes,full stack,hacking,poor,medium,parallel computing,testing,Cloud Services,no,Anthology,Technical,smart worker,no,yes,UX Designer
+1,1,3,4,yes,no,machine learning,data science,poor,poor,Software Engineering,system developer,Testing and Maintainance Services,no,Biographies,Management,smart worker,no,yes,UX Designer
+8,4,3,8,no,no,full stack,system designing,excellent,excellent,Management,Business process analyst,Service Based,no,Drama,Technical,smart worker,yes,yes,UX Designer
+6,4,4,2,no,yes,shell programming,cloud computing,medium,excellent,networks,Business process analyst,Product based,yes,Self help,Technical,hard worker,no,yes,UX Designer
+7,3,1,3,yes,yes,python,cloud computing,medium,excellent,programming,security,SAaS services,yes,Science,Technical,smart worker,yes,no,UX Designer
+3,6,7,2,no,no,information security,data science,poor,excellent,Software Engineering,testing,Sales and Marketing,no,Self help,Technical,hard worker,no,yes,UX Designer
+4,1,4,3,yes,no,distro making,database security,excellent,poor,parallel computing,security,Sales and Marketing,no,Poetry,Technical,smart worker,no,yes,UX Designer
+7,3,1,9,yes,no,distro making,testing,excellent,medium,Software Engineering,testing,Testing and Maintainance Services,yes,Satire,Management,smart worker,yes,no,UX Designer
+8,2,6,8,no,no,shell programming,cloud computing,medium,medium,programming,developer,product development,no,Mystery,Technical,hard worker,no,yes,UX Designer
+1,4,1,8,yes,yes,distro making,data science,poor,poor,data engineering,security,Service Based,no,Religion-Spirituality,Technical,hard worker,yes,no,UX Designer
+3,0,5,8,no,no,hadoop,system designing,excellent,excellent,Management,security,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,no,yes,UX Designer
+7,0,8,2,no,yes,distro making,data science,poor,poor,Computer Architecture,Business process analyst,Testing and Maintainance Services,yes,Anthology,Management,hard worker,yes,no,UX Designer
+8,0,1,2,yes,yes,distro making,cloud computing,excellent,poor,networks,testing,product development,yes,Travel,Management,smart worker,no,yes,UX Designer
+6,6,6,2,yes,no,shell programming,testing,medium,poor,IOT,security,Service Based,no,Fantasy,Technical,smart worker,yes,no,UX Designer
+6,0,4,6,yes,no,machine learning,game development,poor,excellent,data engineering,Business process analyst,Product based,yes,Guide,Technical,hard worker,no,no,UX Designer
+9,6,1,8,no,yes,hadoop,testing,poor,poor,hacking,security,Web Services,no,Health,Technical,smart worker,no,no,UX Designer
+3,4,7,9,no,no,r programming,cloud computing,medium,poor,programming,developer,SAaS services,no,Horror,Technical,hard worker,yes,no,UX Designer
+2,6,9,7,no,no,app development,cloud computing,excellent,excellent,Software Engineering,Business process analyst,BPA,yes,Biographies,Management,smart worker,no,yes,UX Designer
+5,0,6,2,no,no,full stack,testing,poor,medium,parallel computing,system developer,Sales and Marketing,yes,Biographies,Management,hard worker,no,no,UX Designer
+8,3,3,1,yes,no,distro making,testing,excellent,excellent,Management,Business process analyst,Finance,no,History,Technical,hard worker,no,no,UX Designer
+8,3,4,8,no,no,python,game development,medium,excellent,Computer Architecture,developer,Testing and Maintainance Services,no,Trilogy,Technical,smart worker,no,yes,UX Designer
+7,1,3,4,yes,yes,shell programming,web technologies,medium,excellent,programming,security,Cloud Services,no,Biographies,Technical,smart worker,no,yes,UX Designer
+6,2,4,7,no,no,machine learning,game development,poor,excellent,parallel computing,Business process analyst,BPA,no,Childrens,Management,smart worker,yes,no,UX Designer
+9,6,5,9,no,no,shell programming,cloud computing,medium,poor,hacking,Business process analyst,Web Services,no,Journals,Technical,hard worker,yes,no,UX Designer
+6,0,5,2,yes,no,distro making,system designing,poor,excellent,parallel computing,system developer,Web Services,yes,Art,Technical,hard worker,no,no,UX Designer
+2,6,3,9,yes,no,r programming,database security,poor,excellent,IOT,cloud computing,Web Services,no,Biographies,Management,smart worker,yes,yes,UX Designer
+3,6,1,5,no,yes,machine learning,cloud computing,medium,medium,programming,system developer,Sales and Marketing,no,Prayer books,Management,smart worker,no,yes,UX Designer
+8,1,3,5,yes,yes,information security,database security,poor,medium,networks,security,Testing and Maintainance Services,no,Prayer books,Technical,smart worker,yes,no,UX Designer
+9,6,2,4,no,no,shell programming,cloud computing,poor,poor,programming,testing,product development,yes,Travel,Management,smart worker,yes,yes,UX Designer
+7,3,3,3,yes,yes,shell programming,game development,medium,medium,IOT,Business process analyst,Sales and Marketing,no,Guide,Technical,hard worker,yes,no,UX Designer
+7,5,3,2,no,yes,python,web technologies,medium,poor,data engineering,developer,Testing and Maintainance Services,yes,Cookbooks,Management,smart worker,no,no,UX Designer
+1,0,7,5,no,yes,r programming,testing,medium,medium,Software Engineering,testing,Cloud Services,no,Dictionaries,Management,hard worker,yes,no,UX Designer
+9,5,6,7,no,no,shell programming,testing,excellent,poor,cloud computing,cloud computing,Finance,yes,Comics,Technical,smart worker,yes,yes,UX Designer
+5,5,3,4,yes,no,distro making,cloud computing,poor,poor,programming,Business process analyst,Finance,yes,Cookbooks,Technical,smart worker,yes,yes,UX Designer
+7,4,7,5,yes,no,shell programming,testing,poor,excellent,programming,developer,Service Based,no,Prayer books,Management,hard worker,no,yes,UX Designer
+6,1,8,8,yes,no,app development,web technologies,medium,poor,networks,security,Service Based,yes,Religion-Spirituality,Technical,smart worker,yes,no,UX Designer
+8,1,3,1,yes,no,information security,hacking,excellent,poor,parallel computing,developer,product development,yes,Biographies,Technical,hard worker,no,yes,UX Designer
+4,1,6,7,no,no,machine learning,hacking,medium,poor,programming,Business process analyst,Testing and Maintainance Services,yes,Self help,Technical,hard worker,no,no,UX Designer
+9,1,7,5,yes,no,distro making,game development,poor,excellent,Computer Architecture,Business process analyst,Sales and Marketing,yes,Encyclopedias,Technical,smart worker,no,yes,UX Designer
+2,0,7,6,yes,yes,information security,database security,excellent,medium,Management,cloud computing,Web Services,no,Satire,Technical,smart worker,no,yes,UX Designer
+3,5,9,4,no,yes,r programming,database security,medium,poor,Computer Architecture,system developer,Finance,no,Series,Technical,smart worker,yes,no,UX Designer
+8,2,5,2,yes,no,full stack,web technologies,poor,medium,cloud computing,developer,Finance,yes,History,Technical,smart worker,no,no,UX Designer
+7,2,2,3,no,no,app development,database security,medium,excellent,hacking,Business process analyst,product development,no,Health,Management,smart worker,no,no,UX Designer
+1,2,6,9,yes,yes,information security,web technologies,poor,poor,IOT,system developer,product development,yes,Dictionaries,Technical,smart worker,yes,yes,UX Designer
+1,2,1,3,no,yes,shell programming,database security,excellent,excellent,programming,system developer,Service Based,no,Trilogy,Management,smart worker,no,yes,UX Designer
+9,0,4,9,no,no,machine learning,cloud computing,poor,medium,hacking,system developer,Web Services,no,Mystery,Management,smart worker,no,no,UX Designer
+9,0,1,1,yes,no,app development,hacking,poor,poor,IOT,developer,Sales and Marketing,no,Guide,Management,hard worker,no,yes,UX Designer
+7,6,3,2,no,yes,python,database security,poor,excellent,Software Engineering,security,Web Services,no,Biographies,Technical,hard worker,no,no,UX Designer
+3,2,5,2,yes,yes,full stack,database security,poor,poor,Management,developer,SAaS services,no,Science,Technical,smart worker,yes,yes,UX Designer
+5,1,9,2,no,yes,information security,game development,excellent,medium,cloud computing,security,Testing and Maintainance Services,yes,History,Technical,hard worker,yes,yes,UX Designer
+2,1,8,1,no,yes,shell programming,web technologies,poor,medium,cloud computing,Business process analyst,Sales and Marketing,no,Action and Adventure,Technical,hard worker,yes,no,UX Designer
+7,3,1,3,no,yes,information security,testing,poor,poor,Computer Architecture,developer,product development,yes,Prayer books,Technical,smart worker,yes,no,UX Designer
+5,1,8,5,no,no,full stack,testing,excellent,medium,Software Engineering,testing,Product based,no,History,Technical,hard worker,yes,yes,UX Designer
+1,1,8,1,no,no,machine learning,testing,medium,poor,hacking,cloud computing,Sales and Marketing,yes,Dictionaries,Management,hard worker,yes,no,UX Designer
+8,4,7,3,yes,yes,information security,system designing,poor,excellent,Software Engineering,testing,Finance,yes,Drama,Management,smart worker,yes,no,UX Designer
+9,3,5,3,no,yes,app development,system designing,medium,excellent,Management,cloud computing,Web Services,yes,Health,Management,hard worker,yes,no,UX Designer
+8,5,5,7,no,yes,python,hacking,excellent,excellent,programming,security,BPA,no,Prayer books,Technical,hard worker,no,no,UX Designer
+8,2,3,8,no,no,full stack,hacking,medium,medium,programming,developer,Sales and Marketing,no,Journals,Technical,smart worker,yes,yes,UX Designer
+6,2,4,4,yes,yes,app development,web technologies,medium,poor,Software Engineering,security,Web Services,yes,Childrens,Technical,hard worker,no,yes,UX Designer
+5,0,9,9,no,no,shell programming,system designing,medium,excellent,Management,security,Product based,yes,Series,Management,smart worker,no,yes,UX Designer
+2,3,7,6,no,yes,hadoop,hacking,medium,medium,IOT,security,BPA,yes,Mystery,Technical,hard worker,yes,no,UX Designer
+7,1,3,7,yes,yes,distro making,cloud computing,excellent,poor,hacking,security,Web Services,yes,Satire,Management,smart worker,yes,no,UX Designer
+4,6,5,7,yes,yes,app development,game development,poor,medium,cloud computing,testing,Finance,no,Health,Management,hard worker,yes,yes,UX Designer
+9,0,2,4,no,yes,shell programming,data science,poor,poor,IOT,system developer,SAaS services,yes,Drama,Management,hard worker,yes,yes,UX Designer
+8,2,2,8,no,no,python,system designing,medium,poor,hacking,Business process analyst,Product based,no,Drama,Management,smart worker,yes,no,UX Designer
+6,1,3,9,yes,no,shell programming,data science,excellent,poor,data engineering,security,product development,yes,Biographies,Technical,smart worker,no,yes,UX Designer
+5,6,4,3,yes,no,app development,game development,medium,poor,parallel computing,system developer,BPA,yes,Anthology,Technical,hard worker,yes,yes,UX Designer
+9,0,4,3,no,no,hadoop,testing,excellent,poor,Management,cloud computing,Cloud Services,yes,History,Technical,hard worker,yes,yes,UX Designer
+9,6,3,8,no,no,hadoop,data science,medium,medium,IOT,testing,Web Services,no,Drama,Management,smart worker,yes,no,UX Designer
+7,2,1,7,yes,yes,app development,testing,excellent,poor,Software Engineering,testing,Cloud Services,no,Encyclopedias,Technical,hard worker,no,yes,UX Designer
+8,4,3,6,yes,yes,distro making,game development,medium,medium,IOT,system developer,Testing and Maintainance Services,no,Action and Adventure,Management,hard worker,no,yes,UX Designer
+5,4,7,3,yes,no,app development,web technologies,excellent,medium,networks,testing,Web Services,yes,Poetry,Management,smart worker,yes,no,UX Designer
+2,6,2,6,yes,no,machine learning,hacking,excellent,poor,hacking,testing,Service Based,yes,Horror,Technical,hard worker,yes,no,UX Designer
+6,3,9,1,no,no,full stack,web technologies,medium,excellent,IOT,cloud computing,Testing and Maintainance Services,no,Art,Technical,hard worker,yes,no,UX Designer
+3,5,9,8,yes,no,python,data science,poor,poor,programming,testing,product development,yes,Drama,Management,hard worker,no,yes,UX Designer
+1,2,2,5,no,yes,python,web technologies,medium,medium,hacking,Business process analyst,Cloud Services,yes,Self help,Technical,smart worker,no,yes,UX Designer
+9,4,7,5,yes,yes,full stack,system designing,poor,poor,networks,security,Testing and Maintainance Services,yes,Guide,Management,hard worker,yes,yes,UX Designer
+6,5,3,2,yes,no,r programming,game development,excellent,poor,Computer Architecture,testing,SAaS services,yes,Horror,Management,smart worker,yes,no,UX Designer
+9,4,9,8,yes,no,python,database security,poor,excellent,IOT,security,Cloud Services,no,Trilogy,Technical,hard worker,no,yes,UX Designer
+1,4,1,8,no,no,hadoop,web technologies,excellent,medium,IOT,system developer,Testing and Maintainance Services,no,Health,Management,smart worker,no,yes,UX Designer
+4,3,2,1,no,yes,hadoop,cloud computing,medium,medium,Computer Architecture,Business process analyst,product development,no,Health,Technical,smart worker,no,yes,UX Designer
+3,5,6,3,no,yes,python,system designing,excellent,medium,data engineering,Business process analyst,Testing and Maintainance Services,no,Comics,Technical,smart worker,yes,yes,UX Designer
+4,0,9,5,yes,yes,hadoop,hacking,poor,poor,networks,cloud computing,Finance,yes,Art,Technical,hard worker,no,yes,UX Designer
+9,5,8,6,yes,yes,machine learning,hacking,medium,excellent,data engineering,cloud computing,product development,no,Drama,Management,hard worker,yes,no,UX Designer
+5,1,4,2,yes,no,information security,database security,poor,medium,cloud computing,developer,Finance,no,Math,Technical,hard worker,no,yes,UX Designer
+7,3,4,8,yes,yes,full stack,system designing,poor,medium,cloud computing,testing,Finance,no,Comics,Technical,smart worker,yes,yes,UX Designer
+2,0,3,5,yes,no,distro making,testing,poor,poor,Management,Business process analyst,Finance,no,Journals,Technical,smart worker,yes,no,UX Designer
+7,6,8,3,no,no,full stack,game development,poor,excellent,hacking,Business process analyst,SAaS services,yes,Biographies,Management,hard worker,yes,no,UX Designer
+2,5,9,3,yes,no,hadoop,system designing,poor,poor,networks,security,Product based,yes,Health,Management,smart worker,no,yes,UX Designer
+6,1,1,3,no,no,r programming,game development,excellent,poor,IOT,developer,Testing and Maintainance Services,yes,Poetry,Management,smart worker,no,yes,UX Designer
+5,5,5,8,yes,no,app development,data science,medium,poor,IOT,system developer,Web Services,no,Religion-Spirituality,Management,smart worker,no,yes,UX Designer
+7,0,7,4,yes,no,shell programming,cloud computing,poor,poor,Computer Architecture,system developer,Sales and Marketing,no,Dictionaries,Management,hard worker,yes,yes,UX Designer
+5,3,8,3,yes,no,full stack,system designing,medium,poor,parallel computing,testing,product development,yes,Action and Adventure,Management,hard worker,yes,no,UX Designer
+4,5,5,8,yes,no,python,hacking,medium,medium,hacking,testing,SAaS services,yes,Childrens,Technical,hard worker,no,no,UX Designer
+9,6,8,8,no,yes,app development,data science,poor,excellent,Computer Architecture,system developer,product development,yes,Self help,Management,smart worker,yes,no,UX Designer
+4,5,1,3,yes,yes,information security,game development,excellent,poor,cloud computing,developer,Finance,no,Science fiction,Technical,smart worker,yes,yes,UX Designer
+4,1,7,6,no,yes,r programming,game development,excellent,excellent,networks,Business process analyst,Cloud Services,yes,Art,Management,smart worker,yes,yes,UX Designer
+9,6,4,5,no,no,machine learning,system designing,excellent,excellent,IOT,testing,SAaS services,no,Anthology,Technical,hard worker,yes,no,UX Designer
+7,6,5,3,yes,no,r programming,game development,excellent,excellent,data engineering,testing,Service Based,no,Health,Technical,smart worker,yes,yes,UX Designer
+4,2,7,2,yes,yes,app development,web technologies,poor,excellent,data engineering,Business process analyst,Product based,no,Encyclopedias,Technical,hard worker,no,no,UX Designer
+9,6,1,1,yes,no,shell programming,cloud computing,medium,poor,networks,cloud computing,Testing and Maintainance Services,no,Cookbooks,Management,hard worker,yes,no,UX Designer
+2,2,9,2,no,yes,distro making,web technologies,medium,poor,parallel computing,security,SAaS services,yes,Trilogy,Technical,hard worker,no,yes,UX Designer
+6,2,9,6,no,no,app development,web technologies,excellent,medium,programming,cloud computing,SAaS services,yes,Math,Technical,smart worker,no,no,UX Designer
+3,6,3,1,yes,no,distro making,testing,excellent,poor,networks,testing,SAaS services,yes,Math,Management,hard worker,yes,no,UX Designer
+9,0,1,2,no,no,information security,cloud computing,poor,medium,hacking,security,Service Based,no,Horror,Management,smart worker,yes,yes,UX Designer
+6,5,4,9,yes,no,shell programming,data science,poor,poor,IOT,security,Testing and Maintainance Services,yes,Math,Technical,hard worker,no,yes,UX Designer
+3,3,7,9,yes,no,full stack,hacking,poor,medium,parallel computing,testing,Web Services,no,Math,Management,smart worker,yes,yes,UX Designer
+7,5,8,6,yes,yes,python,data science,poor,excellent,programming,Business process analyst,Service Based,no,Travel,Technical,smart worker,no,no,UX Designer
+3,6,1,4,yes,no,r programming,data science,medium,excellent,Management,developer,Sales and Marketing,no,Encyclopedias,Technical,hard worker,no,yes,UX Designer
+6,3,3,9,no,yes,machine learning,data science,poor,excellent,networks,security,BPA,yes,Autobiographies,Management,hard worker,yes,no,UX Designer
+4,6,6,3,no,yes,full stack,web technologies,medium,medium,hacking,security,Product based,yes,Guide,Technical,smart worker,yes,no,UX Designer
+2,1,7,3,no,no,python,system designing,poor,excellent,networks,developer,Cloud Services,no,Art,Technical,hard worker,yes,no,UX Designer
+6,4,3,3,yes,no,distro making,system designing,medium,excellent,cloud computing,Business process analyst,Finance,no,Trilogy,Management,hard worker,no,yes,UX Designer
+5,6,4,2,yes,no,r programming,cloud computing,poor,excellent,IOT,security,product development,yes,Poetry,Technical,hard worker,no,yes,UX Designer
+1,0,1,1,yes,no,app development,database security,excellent,excellent,Management,security,Finance,no,Dictionaries,Management,hard worker,yes,no,UX Designer
+5,5,1,5,no,no,machine learning,database security,poor,excellent,data engineering,developer,product development,no,Self help,Technical,hard worker,no,yes,UX Designer
+2,4,7,2,no,no,r programming,cloud computing,poor,medium,Management,cloud computing,Cloud Services,no,Health,Technical,smart worker,yes,yes,UX Designer
+5,4,9,5,yes,yes,shell programming,hacking,poor,poor,hacking,developer,Sales and Marketing,no,Prayer books,Management,hard worker,yes,no,UX Designer
+6,6,8,8,no,yes,full stack,cloud computing,excellent,excellent,Management,security,Sales and Marketing,no,Journals,Management,smart worker,no,no,UX Designer
+8,6,7,4,no,no,distro making,database security,excellent,excellent,Management,system developer,Product based,yes,Religion-Spirituality,Management,hard worker,no,yes,UX Designer
+7,2,2,3,yes,no,python,game development,excellent,excellent,Software Engineering,Business process analyst,Cloud Services,no,Poetry,Technical,hard worker,no,no,UX Designer
+1,6,1,5,yes,no,information security,system designing,excellent,poor,Software Engineering,testing,SAaS services,yes,Childrens,Technical,smart worker,no,yes,UX Designer
+4,0,9,5,no,yes,machine learning,database security,excellent,medium,Management,security,Finance,yes,Biographies,Technical,hard worker,no,no,UX Designer
+3,2,9,1,no,yes,information security,cloud computing,poor,excellent,data engineering,developer,BPA,yes,Drama,Management,hard worker,no,yes,UX Designer
+4,5,9,1,no,no,app development,cloud computing,medium,medium,cloud computing,testing,Cloud Services,yes,Art,Management,smart worker,no,no,UX Designer
+8,2,5,6,no,no,machine learning,cloud computing,excellent,poor,data engineering,Business process analyst,Service Based,yes,Poetry,Management,hard worker,yes,yes,UX Designer
+5,6,5,7,yes,yes,shell programming,hacking,excellent,excellent,Software Engineering,security,product development,no,Health,Technical,hard worker,yes,no,UX Designer
+7,1,4,8,no,yes,hadoop,cloud computing,medium,poor,data engineering,system developer,product development,yes,Action and Adventure,Management,smart worker,no,no,UX Designer
+4,1,5,3,no,yes,full stack,testing,excellent,excellent,data engineering,security,Testing and Maintainance Services,no,Encyclopedias,Technical,hard worker,no,no,UX Designer
+5,6,6,7,no,no,full stack,data science,excellent,medium,IOT,cloud computing,BPA,no,Self help,Technical,smart worker,yes,yes,UX Designer
+1,3,8,7,no,no,python,data science,excellent,poor,data engineering,cloud computing,Cloud Services,no,Horror,Technical,smart worker,no,no,UX Designer
+1,1,5,7,no,yes,machine learning,system designing,poor,poor,Management,system developer,Product based,yes,Action and Adventure,Management,hard worker,yes,no,UX Designer
+6,4,6,8,no,no,full stack,data science,medium,excellent,Management,Business process analyst,Web Services,yes,Satire,Management,smart worker,yes,yes,UX Designer
+4,2,3,3,no,yes,shell programming,system designing,medium,medium,programming,security,Sales and Marketing,no,Science,Management,hard worker,yes,yes,UX Designer
+5,0,3,8,yes,yes,shell programming,database security,poor,medium,networks,testing,Service Based,yes,Self help,Technical,smart worker,yes,yes,UX Designer
+9,1,9,3,yes,no,information security,data science,excellent,medium,Computer Architecture,testing,SAaS services,yes,Romance,Technical,smart worker,yes,no,UX Designer
+6,4,8,7,no,yes,distro making,hacking,excellent,medium,data engineering,Business process analyst,BPA,yes,Horror,Technical,smart worker,no,no,UX Designer
+9,6,8,6,yes,no,distro making,web technologies,excellent,medium,parallel computing,security,Sales and Marketing,yes,History,Management,hard worker,no,no,UX Designer
+5,5,3,4,yes,yes,machine learning,data science,medium,excellent,networks,testing,Finance,yes,Encyclopedias,Technical,smart worker,yes,no,UX Designer
+7,6,5,5,yes,yes,r programming,cloud computing,poor,medium,hacking,testing,Testing and Maintainance Services,yes,Journals,Management,hard worker,yes,no,UX Designer
+9,6,9,6,yes,no,shell programming,system designing,excellent,excellent,networks,cloud computing,Product based,yes,Fantasy,Management,smart worker,no,yes,UX Designer
+2,2,6,6,yes,no,python,testing,excellent,excellent,Management,developer,SAaS services,no,Diaries,Technical,smart worker,no,yes,UX Designer
+4,3,1,4,yes,no,shell programming,web technologies,poor,medium,programming,developer,BPA,no,Trilogy,Technical,hard worker,no,no,UX Designer
+2,6,7,2,no,no,python,web technologies,medium,medium,IOT,Business process analyst,SAaS services,no,Health,Management,hard worker,yes,yes,UX Designer
+7,2,8,9,no,yes,shell programming,hacking,poor,poor,Software Engineering,Business process analyst,Web Services,yes,Self help,Management,hard worker,no,no,UX Designer
+6,4,2,2,no,yes,information security,hacking,medium,medium,Software Engineering,developer,Web Services,yes,Horror,Management,smart worker,no,yes,UX Designer
+5,3,3,9,yes,yes,information security,testing,poor,excellent,Software Engineering,cloud computing,Cloud Services,yes,Romance,Management,smart worker,yes,yes,UX Designer
+2,6,9,9,yes,yes,r programming,testing,poor,medium,Software Engineering,security,Service Based,yes,Prayer books,Technical,smart worker,yes,no,UX Designer
+6,3,7,3,yes,no,information security,web technologies,medium,medium,Computer Architecture,security,Testing and Maintainance Services,no,Biographies,Technical,hard worker,no,yes,UX Designer
+3,4,1,5,yes,no,information security,data science,poor,excellent,Management,Business process analyst,Testing and Maintainance Services,yes,Romance,Technical,smart worker,no,no,UX Designer
+7,6,6,1,no,no,hadoop,database security,excellent,medium,Software Engineering,testing,product development,yes,History,Technical,smart worker,no,no,UX Designer
+2,0,2,4,yes,no,shell programming,data science,poor,medium,networks,testing,Web Services,no,Travel,Management,hard worker,yes,yes,UX Designer
+1,2,1,6,no,no,distro making,game development,poor,poor,networks,security,Sales and Marketing,yes,Science,Management,hard worker,no,yes,UX Designer
+9,0,4,6,no,no,information security,testing,poor,poor,Management,security,Product based,no,Cookbooks,Technical,smart worker,no,no,UX Designer
+7,4,4,9,yes,yes,machine learning,testing,medium,poor,networks,security,Cloud Services,no,Poetry,Technical,hard worker,no,yes,UX Designer
+5,3,8,6,no,yes,full stack,system designing,excellent,poor,Software Engineering,Business process analyst,Product based,yes,Autobiographies,Management,smart worker,no,yes,UX Designer
+6,4,2,1,yes,yes,app development,system designing,medium,medium,cloud computing,system developer,SAaS services,no,Dictionaries,Technical,hard worker,no,yes,UX Designer
+3,6,9,4,yes,no,distro making,testing,excellent,poor,IOT,system developer,Testing and Maintainance Services,yes,Religion-Spirituality,Management,hard worker,no,yes,UX Designer
+7,2,8,7,yes,yes,shell programming,cloud computing,medium,poor,IOT,system developer,Finance,yes,Cookbooks,Management,smart worker,no,no,UX Designer
+1,0,9,9,no,yes,full stack,cloud computing,poor,medium,Management,testing,Service Based,yes,Health,Management,smart worker,yes,yes,UX Designer
+2,1,6,7,yes,yes,machine learning,hacking,excellent,poor,data engineering,cloud computing,SAaS services,no,Journals,Management,hard worker,no,no,UX Designer
+6,1,6,7,yes,no,hadoop,game development,medium,medium,Management,developer,Testing and Maintainance Services,yes,Trilogy,Technical,hard worker,no,yes,UX Designer
+1,0,5,2,yes,yes,r programming,system designing,medium,excellent,Computer Architecture,system developer,Cloud Services,yes,Trilogy,Technical,hard worker,yes,no,UX Designer
+2,0,6,9,yes,yes,python,testing,poor,excellent,data engineering,developer,Finance,yes,Drama,Technical,hard worker,yes,yes,UX Designer
+1,2,1,1,yes,yes,machine learning,database security,medium,excellent,Software Engineering,Business process analyst,Web Services,yes,Mystery,Management,smart worker,yes,no,UX Designer
+4,4,2,6,no,no,information security,database security,excellent,medium,hacking,Business process analyst,Testing and Maintainance Services,no,Series,Management,smart worker,yes,yes,UX Designer
+4,1,2,7,yes,no,distro making,system designing,excellent,poor,programming,Business process analyst,Testing and Maintainance Services,yes,Math,Management,hard worker,no,yes,UX Designer
+5,2,5,4,no,yes,distro making,database security,medium,poor,Management,developer,Web Services,no,Science,Technical,smart worker,no,no,UX Designer
+6,4,7,9,yes,yes,r programming,hacking,medium,medium,Computer Architecture,security,BPA,no,Art,Management,smart worker,yes,yes,UX Designer
+4,2,2,6,yes,yes,app development,testing,excellent,poor,IOT,Business process analyst,Sales and Marketing,yes,Autobiographies,Technical,smart worker,yes,no,UX Designer
+2,2,6,7,no,no,distro making,system designing,poor,medium,hacking,security,Cloud Services,no,Religion-Spirituality,Management,hard worker,yes,no,UX Designer
+7,4,1,8,yes,no,shell programming,web technologies,excellent,excellent,programming,cloud computing,SAaS services,no,Mystery,Management,hard worker,yes,yes,UX Designer
+5,0,7,9,yes,no,python,hacking,medium,poor,parallel computing,security,Cloud Services,yes,Religion-Spirituality,Management,smart worker,no,no,UX Designer
+9,0,2,8,yes,yes,full stack,hacking,excellent,medium,Software Engineering,testing,Finance,yes,Fantasy,Technical,smart worker,yes,no,UX Designer
+4,5,8,4,yes,yes,r programming,cloud computing,poor,medium,IOT,Business process analyst,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,no,yes,UX Designer
+6,5,4,4,no,no,shell programming,testing,poor,poor,IOT,Business process analyst,Web Services,yes,Religion-Spirituality,Technical,smart worker,yes,no,UX Designer
+9,4,7,6,no,no,shell programming,system designing,excellent,medium,parallel computing,cloud computing,Cloud Services,no,Drama,Management,hard worker,yes,no,UX Designer
+9,4,6,7,yes,yes,app development,data science,poor,medium,data engineering,developer,Sales and Marketing,yes,Guide,Management,hard worker,yes,yes,UX Designer
+2,1,9,1,no,yes,full stack,web technologies,poor,excellent,Computer Architecture,security,product development,yes,Journals,Management,smart worker,no,no,UX Designer
+5,0,9,7,no,no,distro making,testing,poor,medium,networks,system developer,Finance,yes,Health,Management,hard worker,no,yes,UX Designer
+9,4,7,5,no,yes,machine learning,database security,poor,medium,Management,Business process analyst,Product based,no,History,Technical,smart worker,yes,yes,UX Designer
+4,1,3,5,no,no,information security,database security,excellent,poor,programming,developer,Service Based,no,Autobiographies,Technical,hard worker,no,yes,UX Designer
+4,3,6,2,no,no,distro making,game development,medium,poor,data engineering,developer,Finance,no,Encyclopedias,Technical,hard worker,yes,no,UX Designer
+5,2,7,3,no,no,hadoop,web technologies,medium,poor,programming,security,Sales and Marketing,yes,Religion-Spirituality,Management,smart worker,yes,yes,UX Designer
+4,3,3,5,no,yes,python,game development,poor,excellent,parallel computing,developer,BPA,no,Drama,Management,smart worker,no,no,UX Designer
+7,4,6,4,yes,yes,app development,web technologies,poor,excellent,IOT,system developer,BPA,yes,Prayer books,Technical,smart worker,yes,yes,UX Designer
+6,3,5,8,no,yes,distro making,web technologies,medium,medium,IOT,testing,Finance,no,Science fiction,Technical,smart worker,yes,yes,UX Designer
+1,2,6,7,no,yes,distro making,data science,excellent,excellent,networks,cloud computing,Service Based,no,Art,Technical,smart worker,no,yes,UX Designer
+1,3,2,5,yes,no,shell programming,database security,medium,excellent,hacking,security,Service Based,yes,Horror,Technical,smart worker,no,no,UX Designer
+9,4,4,2,yes,no,machine learning,data science,medium,excellent,networks,cloud computing,Product based,yes,Action and Adventure,Management,smart worker,no,yes,UX Designer
+1,5,3,3,no,no,machine learning,web technologies,poor,excellent,Computer Architecture,developer,Cloud Services,yes,Poetry,Technical,hard worker,no,yes,UX Designer
+4,3,9,4,yes,yes,python,cloud computing,medium,excellent,IOT,cloud computing,BPA,no,Travel,Management,smart worker,no,yes,UX Designer
+2,5,2,5,yes,yes,information security,game development,excellent,excellent,parallel computing,security,Service Based,no,Biographies,Management,smart worker,no,yes,UX Designer
+7,0,4,1,no,no,shell programming,testing,poor,medium,hacking,developer,Finance,no,Autobiographies,Management,hard worker,no,yes,UX Designer
+5,1,6,1,yes,yes,distro making,cloud computing,excellent,excellent,Computer Architecture,security,Web Services,no,Satire,Technical,hard worker,yes,no,UX Designer
+8,0,7,1,yes,no,app development,data science,medium,poor,hacking,system developer,BPA,no,Romance,Management,smart worker,no,no,UX Designer
+8,6,6,4,no,no,hadoop,game development,medium,poor,hacking,security,Product based,no,Encyclopedias,Technical,smart worker,yes,no,UX Designer
+6,5,5,2,no,yes,shell programming,database security,excellent,medium,data engineering,system developer,Service Based,no,Travel,Management,hard worker,no,yes,UX Designer
+9,2,3,6,yes,no,r programming,web technologies,excellent,poor,Management,system developer,Service Based,no,Mystery,Management,hard worker,yes,yes,UX Designer
+2,0,4,1,yes,no,shell programming,game development,excellent,poor,hacking,system developer,Service Based,yes,Biographies,Technical,smart worker,no,yes,UX Designer
+7,5,4,4,no,yes,app development,hacking,medium,medium,cloud computing,Business process analyst,Testing and Maintainance Services,yes,Encyclopedias,Technical,smart worker,no,no,UX Designer
+3,5,6,9,yes,yes,full stack,data science,poor,excellent,programming,system developer,SAaS services,yes,Prayer books,Technical,hard worker,yes,no,UX Designer
+5,5,7,1,yes,yes,python,system designing,medium,excellent,data engineering,testing,Service Based,no,Series,Management,hard worker,yes,yes,UX Designer
+9,4,9,3,no,yes,machine learning,system designing,poor,medium,Computer Architecture,Business process analyst,product development,no,Childrens,Management,hard worker,yes,yes,UX Designer
+1,0,1,1,yes,no,r programming,system designing,poor,medium,IOT,Business process analyst,Finance,no,Self help,Technical,smart worker,no,yes,UX Designer
+8,2,8,4,no,no,app development,system designing,poor,poor,IOT,Business process analyst,product development,yes,Cookbooks,Technical,hard worker,yes,yes,UX Designer
+4,5,7,8,no,yes,machine learning,cloud computing,poor,medium,Management,Business process analyst,Web Services,no,Encyclopedias,Technical,smart worker,no,no,UX Designer
+2,4,5,4,yes,yes,r programming,hacking,medium,poor,data engineering,system developer,Sales and Marketing,no,Health,Technical,hard worker,yes,yes,UX Designer
+2,0,7,7,no,no,python,testing,poor,excellent,IOT,security,SAaS services,yes,Horror,Management,hard worker,yes,yes,UX Designer
+5,3,5,9,yes,yes,r programming,testing,medium,excellent,IOT,security,Service Based,yes,Comics,Management,hard worker,no,yes,UX Designer
+1,5,5,8,no,yes,information security,database security,excellent,poor,parallel computing,cloud computing,Finance,yes,Health,Technical,smart worker,yes,yes,UX Designer
+4,0,1,1,yes,no,app development,database security,poor,excellent,Management,system developer,Cloud Services,no,Guide,Management,smart worker,yes,yes,UX Designer
+3,3,3,7,yes,yes,app development,testing,medium,poor,parallel computing,cloud computing,BPA,yes,Guide,Technical,smart worker,no,yes,UX Designer
+6,5,3,4,yes,yes,r programming,data science,medium,medium,Management,cloud computing,Testing and Maintainance Services,yes,Self help,Technical,hard worker,no,yes,UX Designer
+9,3,8,7,yes,yes,hadoop,system designing,excellent,poor,data engineering,system developer,SAaS services,yes,Series,Technical,smart worker,no,no,UX Designer
+1,6,5,8,no,no,r programming,data science,poor,excellent,IOT,developer,Finance,no,Drama,Management,hard worker,no,yes,UX Designer
+3,6,1,9,yes,no,shell programming,cloud computing,excellent,medium,programming,developer,Finance,no,Satire,Management,smart worker,yes,yes,UX Designer
+4,4,6,8,no,no,app development,cloud computing,excellent,excellent,Management,cloud computing,Web Services,no,Horror,Technical,hard worker,no,yes,UX Designer
+5,3,5,1,yes,no,shell programming,cloud computing,medium,excellent,Software Engineering,security,BPA,yes,Cookbooks,Management,smart worker,no,yes,UX Designer
+9,1,2,4,yes,no,information security,system designing,medium,medium,IOT,Business process analyst,product development,yes,Encyclopedias,Technical,smart worker,no,yes,UX Designer
+3,5,4,1,yes,yes,full stack,testing,poor,medium,cloud computing,developer,BPA,yes,Religion-Spirituality,Management,hard worker,no,yes,UX Designer
+7,1,8,9,yes,no,shell programming,database security,excellent,excellent,Computer Architecture,Business process analyst,Product based,yes,Health,Management,hard worker,yes,yes,UX Designer
+8,5,8,1,no,yes,hadoop,database security,medium,medium,Computer Architecture,cloud computing,Service Based,no,Satire,Technical,hard worker,no,no,UX Designer
+8,0,4,6,no,no,information security,testing,excellent,poor,IOT,security,Testing and Maintainance Services,no,Dictionaries,Management,smart worker,yes,yes,UX Designer
+5,4,8,5,yes,yes,distro making,system designing,poor,excellent,data engineering,security,Sales and Marketing,no,Self help,Management,smart worker,no,yes,UX Designer
+6,2,1,9,no,no,machine learning,data science,medium,excellent,networks,system developer,Service Based,no,Journals,Management,hard worker,no,no,UX Designer
+8,4,5,1,yes,yes,distro making,web technologies,poor,medium,cloud computing,developer,Product based,no,Poetry,Technical,smart worker,yes,no,UX Designer
+7,5,2,1,yes,no,distro making,game development,medium,excellent,cloud computing,system developer,Cloud Services,yes,Childrens,Management,hard worker,no,yes,UX Designer
+5,0,8,4,yes,no,r programming,cloud computing,poor,poor,Software Engineering,cloud computing,Service Based,no,Biographies,Technical,hard worker,yes,no,UX Designer
+1,1,7,2,yes,yes,information security,game development,medium,medium,data engineering,Business process analyst,Web Services,yes,Romance,Technical,smart worker,yes,yes,UX Designer
+9,0,2,3,no,no,hadoop,testing,poor,excellent,parallel computing,Business process analyst,Service Based,no,Diaries,Technical,smart worker,no,yes,UX Designer
+8,5,7,1,no,no,information security,database security,poor,medium,programming,Business process analyst,Testing and Maintainance Services,yes,Self help,Management,hard worker,yes,yes,UX Designer
+6,3,5,7,yes,no,r programming,hacking,poor,excellent,Software Engineering,developer,SAaS services,no,Guide,Technical,smart worker,no,no,UX Designer
+1,1,3,4,yes,yes,distro making,data science,medium,poor,Software Engineering,system developer,SAaS services,no,Satire,Management,hard worker,no,no,UX Designer
+8,4,4,3,yes,no,shell programming,game development,poor,excellent,programming,Business process analyst,Cloud Services,no,Guide,Management,smart worker,no,yes,UX Designer
+1,6,4,9,yes,no,full stack,database security,medium,poor,data engineering,security,Sales and Marketing,yes,Anthology,Management,smart worker,no,yes,UX Designer
+9,0,6,5,no,yes,shell programming,hacking,poor,poor,Computer Architecture,Business process analyst,Cloud Services,yes,Guide,Technical,smart worker,no,yes,UX Designer
+6,6,5,7,yes,yes,shell programming,web technologies,poor,excellent,Computer Architecture,security,BPA,yes,Fantasy,Technical,smart worker,yes,yes,UX Designer
+1,2,2,5,no,no,full stack,hacking,medium,excellent,Computer Architecture,system developer,Cloud Services,yes,Horror,Management,hard worker,no,yes,UX Designer
+3,3,2,4,yes,yes,full stack,web technologies,poor,poor,Management,testing,Product based,no,Journals,Management,hard worker,no,no,UX Designer
+4,6,9,3,no,yes,shell programming,database security,excellent,excellent,programming,developer,product development,no,Health,Management,smart worker,yes,no,UX Designer
+8,2,3,1,no,yes,shell programming,hacking,excellent,medium,data engineering,system developer,Testing and Maintainance Services,no,Journals,Technical,smart worker,no,yes,UX Designer
+9,5,5,2,yes,no,r programming,system designing,medium,poor,data engineering,security,Cloud Services,yes,Diaries,Technical,smart worker,yes,yes,UX Designer
+9,6,8,3,no,yes,python,cloud computing,excellent,medium,programming,cloud computing,Service Based,no,Action and Adventure,Technical,hard worker,yes,no,UX Designer
+6,6,7,5,yes,no,shell programming,game development,medium,poor,programming,Business process analyst,Cloud Services,yes,Horror,Technical,smart worker,yes,yes,UX Designer
+3,0,2,9,yes,no,full stack,testing,excellent,excellent,parallel computing,security,Product based,yes,Cookbooks,Technical,smart worker,yes,yes,UX Designer
+7,1,7,5,yes,no,machine learning,testing,medium,medium,IOT,system developer,Web Services,yes,Series,Management,hard worker,no,yes,UX Designer
+5,5,7,2,yes,no,shell programming,cloud computing,medium,poor,networks,developer,Product based,no,Biographies,Management,smart worker,yes,no,UX Designer
+5,0,5,3,yes,no,app development,database security,medium,excellent,Management,system developer,Finance,yes,Self help,Management,smart worker,yes,no,UX Designer
+5,5,8,8,yes,yes,machine learning,game development,excellent,medium,networks,cloud computing,BPA,yes,Fantasy,Management,hard worker,no,no,UX Designer
+5,1,5,4,yes,no,information security,system designing,poor,poor,IOT,security,product development,no,Horror,Management,hard worker,no,yes,UX Designer
+7,1,8,9,yes,no,r programming,game development,medium,poor,Computer Architecture,developer,product development,yes,Diaries,Technical,hard worker,yes,yes,UX Designer
+4,3,6,9,no,no,shell programming,hacking,excellent,excellent,Computer Architecture,security,Cloud Services,no,Childrens,Technical,smart worker,yes,yes,UX Designer
+1,3,4,9,yes,no,machine learning,web technologies,poor,poor,networks,security,Web Services,yes,Encyclopedias,Management,smart worker,no,no,UX Designer
+2,0,9,9,yes,no,full stack,database security,medium,excellent,hacking,security,BPA,yes,Cookbooks,Management,smart worker,no,yes,UX Designer
+1,2,2,5,no,yes,shell programming,hacking,excellent,medium,data engineering,cloud computing,SAaS services,yes,Trilogy,Management,hard worker,yes,yes,UX Designer
+3,3,7,8,no,no,machine learning,hacking,medium,medium,Management,security,BPA,yes,Guide,Management,hard worker,no,yes,UX Designer
+6,2,7,2,no,yes,r programming,database security,medium,medium,IOT,Business process analyst,SAaS services,no,Prayer books,Technical,hard worker,no,yes,UX Designer
+2,0,4,1,no,no,python,database security,medium,poor,hacking,system developer,SAaS services,yes,Horror,Management,hard worker,yes,no,UX Designer
+3,1,7,6,yes,yes,distro making,database security,medium,excellent,Software Engineering,testing,product development,no,Comics,Technical,smart worker,yes,yes,UX Designer
+9,5,3,6,no,yes,distro making,testing,excellent,excellent,IOT,cloud computing,Web Services,yes,Math,Management,hard worker,yes,no,UX Designer
+4,2,3,6,yes,no,information security,web technologies,medium,medium,programming,testing,Sales and Marketing,no,Anthology,Management,hard worker,yes,yes,UX Designer
+9,2,7,1,yes,yes,hadoop,cloud computing,poor,excellent,cloud computing,cloud computing,Cloud Services,no,Romance,Management,smart worker,no,no,UX Designer
+8,6,2,7,yes,no,information security,database security,excellent,excellent,data engineering,testing,Sales and Marketing,no,Art,Technical,smart worker,yes,yes,UX Designer
+1,6,3,3,no,yes,hadoop,cloud computing,poor,excellent,IOT,system developer,SAaS services,no,Comics,Management,smart worker,no,no,UX Designer
+8,5,5,6,yes,yes,hadoop,testing,medium,medium,Software Engineering,system developer,Web Services,no,Health,Management,smart worker,no,yes,UX Designer
+9,0,1,9,yes,no,python,system designing,poor,poor,Software Engineering,developer,Service Based,yes,Self help,Technical,smart worker,yes,yes,UX Designer
+2,0,2,6,yes,yes,information security,data science,poor,poor,cloud computing,system developer,SAaS services,no,Guide,Management,hard worker,no,yes,UX Designer
+6,2,2,7,no,no,python,database security,poor,excellent,Management,security,BPA,yes,Dictionaries,Management,hard worker,yes,no,UX Designer
+7,4,1,9,no,yes,information security,game development,excellent,excellent,Computer Architecture,Business process analyst,Product based,yes,Autobiographies,Technical,hard worker,no,yes,UX Designer
+6,2,4,3,yes,yes,full stack,hacking,medium,poor,Computer Architecture,cloud computing,SAaS services,no,Series,Management,hard worker,no,no,UX Designer
+9,4,8,7,yes,yes,machine learning,game development,poor,excellent,cloud computing,cloud computing,BPA,no,History,Technical,hard worker,yes,yes,UX Designer
+2,0,9,8,yes,no,python,game development,medium,medium,Management,security,BPA,yes,Mystery,Management,smart worker,no,yes,UX Designer
+6,0,8,6,no,yes,distro making,cloud computing,medium,medium,networks,system developer,Service Based,no,Health,Management,smart worker,yes,no,UX Designer
+8,0,3,8,no,no,full stack,testing,excellent,medium,IOT,cloud computing,Testing and Maintainance Services,no,Prayer books,Management,smart worker,no,yes,UX Designer
+9,2,1,5,no,no,full stack,web technologies,excellent,medium,Management,developer,Cloud Services,yes,Cookbooks,Technical,hard worker,yes,yes,UX Designer
+9,0,7,7,yes,yes,full stack,hacking,medium,poor,Software Engineering,system developer,SAaS services,no,Horror,Technical,hard worker,no,no,UX Designer
+1,3,4,4,no,yes,information security,web technologies,medium,medium,Software Engineering,Business process analyst,Finance,yes,Autobiographies,Technical,hard worker,yes,yes,UX Designer
+7,3,2,6,no,yes,app development,cloud computing,poor,poor,data engineering,system developer,Web Services,no,History,Technical,hard worker,yes,yes,UX Designer
+7,3,3,3,no,no,shell programming,testing,poor,medium,parallel computing,testing,Web Services,no,Satire,Management,smart worker,yes,no,UX Designer
+5,5,6,3,yes,yes,python,system designing,poor,poor,hacking,cloud computing,product development,no,Poetry,Management,hard worker,no,no,UX Designer
+5,6,2,2,no,yes,python,web technologies,excellent,excellent,parallel computing,testing,Web Services,yes,Cookbooks,Technical,hard worker,no,yes,UX Designer
+6,4,8,7,yes,yes,information security,database security,medium,medium,programming,security,Finance,yes,Satire,Technical,hard worker,yes,no,UX Designer
+2,2,8,3,yes,no,machine learning,hacking,excellent,excellent,Software Engineering,cloud computing,Web Services,no,History,Management,smart worker,yes,no,UX Designer
+8,0,8,7,yes,no,shell programming,system designing,poor,excellent,hacking,cloud computing,product development,yes,Anthology,Management,hard worker,yes,yes,UX Designer
+3,2,9,8,yes,yes,hadoop,testing,excellent,excellent,Computer Architecture,Business process analyst,SAaS services,yes,Biographies,Management,hard worker,yes,yes,UX Designer
+9,5,2,7,no,yes,information security,database security,excellent,medium,parallel computing,developer,Finance,no,Guide,Technical,hard worker,no,yes,UX Designer
+3,6,9,9,yes,no,r programming,system designing,medium,medium,Management,cloud computing,Product based,no,Biographies,Management,hard worker,no,no,UX Designer
+8,5,8,1,yes,yes,shell programming,testing,excellent,medium,cloud computing,Business process analyst,SAaS services,no,Health,Management,smart worker,yes,no,UX Designer
+7,5,7,4,yes,no,information security,data science,poor,poor,hacking,developer,BPA,yes,Horror,Management,smart worker,no,no,UX Designer
+2,5,9,4,no,yes,information security,cloud computing,medium,excellent,hacking,security,Web Services,yes,Religion-Spirituality,Management,hard worker,yes,yes,UX Designer
+6,2,3,9,yes,no,shell programming,web technologies,excellent,poor,IOT,developer,Cloud Services,yes,Drama,Technical,smart worker,yes,yes,UX Designer
+2,5,9,4,yes,no,r programming,game development,poor,medium,hacking,security,Web Services,yes,Cookbooks,Technical,hard worker,no,yes,UX Designer
+1,6,4,2,yes,no,r programming,hacking,excellent,poor,Computer Architecture,Business process analyst,product development,no,Poetry,Management,smart worker,yes,no,UX Designer
+4,5,1,5,no,no,python,system designing,medium,medium,programming,cloud computing,product development,yes,Guide,Technical,hard worker,no,no,UX Designer
+2,4,8,7,no,yes,python,game development,excellent,poor,IOT,Business process analyst,Sales and Marketing,yes,Math,Technical,hard worker,no,no,UX Designer
+5,4,2,9,yes,no,app development,hacking,excellent,excellent,Software Engineering,Business process analyst,BPA,no,Mystery,Management,smart worker,no,yes,UX Designer
+5,5,6,1,no,no,machine learning,database security,excellent,poor,IOT,security,Sales and Marketing,no,Diaries,Technical,smart worker,no,no,UX Designer
+3,3,9,8,yes,no,app development,game development,excellent,medium,programming,developer,BPA,yes,Guide,Technical,smart worker,yes,no,UX Designer
+4,0,3,4,no,no,app development,testing,medium,poor,cloud computing,cloud computing,Finance,no,Action and Adventure,Technical,smart worker,no,no,UX Designer
+5,2,2,7,no,no,full stack,database security,medium,medium,data engineering,system developer,Web Services,yes,Dictionaries,Management,smart worker,yes,yes,UX Designer
+1,0,5,6,no,yes,app development,system designing,excellent,poor,parallel computing,security,SAaS services,yes,Satire,Management,hard worker,yes,yes,UX Designer
+3,1,7,6,yes,no,python,testing,poor,medium,Computer Architecture,developer,Testing and Maintainance Services,yes,Art,Management,hard worker,yes,yes,UX Designer
+7,4,6,3,yes,yes,app development,game development,poor,poor,programming,security,Web Services,yes,Art,Technical,hard worker,no,yes,UX Designer
+7,1,7,4,yes,no,distro making,testing,medium,medium,data engineering,testing,Finance,yes,Romance,Technical,hard worker,no,yes,UX Designer
+8,2,5,5,yes,no,full stack,hacking,poor,medium,IOT,cloud computing,Sales and Marketing,no,Series,Management,hard worker,yes,yes,UX Designer
+3,3,1,5,yes,no,machine learning,hacking,medium,excellent,cloud computing,cloud computing,Testing and Maintainance Services,no,Horror,Technical,hard worker,no,no,UX Designer
+1,1,2,4,yes,no,r programming,data science,poor,medium,IOT,Business process analyst,Product based,no,Science,Management,hard worker,no,no,UX Designer
+1,4,6,3,no,yes,shell programming,game development,poor,medium,Computer Architecture,developer,Finance,yes,Encyclopedias,Management,smart worker,yes,no,UX Designer
+9,2,4,3,no,yes,hadoop,system designing,medium,poor,hacking,Business process analyst,Finance,yes,Poetry,Technical,hard worker,no,no,UX Designer
+1,6,7,3,no,yes,app development,database security,poor,excellent,Management,developer,BPA,no,Action and Adventure,Technical,smart worker,yes,yes,UX Designer
+9,2,2,7,no,no,app development,data science,excellent,excellent,Computer Architecture,testing,product development,no,Encyclopedias,Technical,hard worker,yes,yes,UX Designer
+4,0,6,6,no,no,hadoop,database security,excellent,medium,networks,Business process analyst,product development,yes,Biographies,Management,smart worker,yes,no,UX Designer
+5,2,7,5,no,no,python,database security,medium,excellent,data engineering,testing,Product based,yes,Autobiographies,Technical,hard worker,yes,yes,UX Designer
+7,1,1,8,yes,yes,machine learning,hacking,poor,poor,networks,testing,SAaS services,no,Self help,Technical,hard worker,no,no,UX Designer
+6,5,5,1,no,no,hadoop,web technologies,excellent,excellent,Software Engineering,Business process analyst,Web Services,no,Horror,Technical,hard worker,yes,yes,UX Designer
+7,6,7,1,yes,no,python,data science,medium,excellent,parallel computing,Business process analyst,product development,no,Guide,Management,smart worker,yes,yes,UX Designer
+9,1,2,3,yes,no,distro making,system designing,excellent,excellent,parallel computing,testing,Cloud Services,no,Prayer books,Technical,hard worker,no,no,UX Designer
+7,4,3,1,no,yes,python,web technologies,medium,medium,Computer Architecture,system developer,Testing and Maintainance Services,yes,Travel,Management,hard worker,no,yes,UX Designer
+6,0,4,2,yes,no,machine learning,hacking,medium,poor,cloud computing,Business process analyst,Web Services,yes,Mystery,Management,smart worker,no,no,UX Designer
+6,5,4,3,yes,yes,information security,data science,excellent,excellent,parallel computing,cloud computing,Sales and Marketing,yes,Satire,Management,hard worker,yes,yes,UX Designer
+6,2,6,3,no,yes,r programming,web technologies,excellent,excellent,IOT,Business process analyst,Service Based,yes,Health,Management,smart worker,no,no,UX Designer
+1,1,8,6,no,no,distro making,web technologies,poor,poor,programming,security,Cloud Services,yes,Romance,Management,hard worker,yes,yes,UX Designer
+1,3,2,3,yes,yes,shell programming,system designing,medium,medium,programming,developer,Finance,yes,Autobiographies,Technical,smart worker,no,yes,UX Designer
+6,4,6,8,yes,no,information security,testing,medium,excellent,data engineering,developer,Finance,yes,Mystery,Technical,smart worker,no,yes,UX Designer
+9,4,5,3,no,yes,distro making,game development,poor,poor,Management,security,Finance,yes,Math,Technical,hard worker,no,no,UX Designer
+5,1,4,9,no,yes,r programming,cloud computing,excellent,medium,data engineering,security,Finance,no,Journals,Technical,hard worker,yes,yes,UX Designer
+9,1,3,6,yes,no,information security,game development,medium,medium,IOT,system developer,Sales and Marketing,no,Biographies,Management,smart worker,no,yes,UX Designer
+3,2,3,8,no,no,r programming,cloud computing,medium,excellent,data engineering,cloud computing,Cloud Services,no,Satire,Management,smart worker,no,yes,UX Designer
+8,3,7,8,no,no,distro making,web technologies,excellent,excellent,IOT,testing,Service Based,no,Romance,Technical,smart worker,no,yes,UX Designer
+1,3,6,1,no,no,hadoop,game development,poor,excellent,hacking,cloud computing,product development,no,Autobiographies,Management,smart worker,yes,yes,UX Designer
+5,1,6,7,no,yes,shell programming,hacking,poor,excellent,data engineering,developer,Sales and Marketing,yes,Self help,Management,smart worker,yes,yes,UX Designer
+8,0,2,8,no,no,r programming,game development,poor,poor,Computer Architecture,security,Web Services,yes,Science,Technical,smart worker,yes,yes,UX Designer
+3,3,5,8,no,yes,app development,system designing,poor,excellent,data engineering,security,product development,yes,Science fiction,Technical,hard worker,yes,yes,UX Designer
+5,2,8,6,yes,yes,information security,hacking,poor,excellent,hacking,Business process analyst,Service Based,yes,Guide,Management,smart worker,no,no,UX Designer
+3,2,5,6,yes,yes,python,game development,medium,excellent,IOT,testing,Product based,no,Dictionaries,Technical,hard worker,no,no,UX Designer
+5,1,3,2,yes,no,shell programming,game development,medium,excellent,cloud computing,testing,Product based,no,Autobiographies,Management,smart worker,no,yes,UX Designer
+3,3,3,1,yes,yes,hadoop,cloud computing,excellent,excellent,hacking,security,product development,yes,Satire,Technical,hard worker,no,yes,UX Designer
+7,6,9,5,no,yes,python,cloud computing,medium,excellent,programming,testing,Testing and Maintainance Services,no,Encyclopedias,Management,smart worker,no,no,UX Designer
+4,5,8,4,yes,yes,machine learning,database security,excellent,medium,IOT,system developer,Sales and Marketing,yes,Prayer books,Management,hard worker,yes,yes,UX Designer
+3,3,9,6,no,yes,information security,web technologies,excellent,medium,hacking,system developer,Web Services,no,Encyclopedias,Management,smart worker,yes,no,UX Designer
+4,4,7,2,no,no,hadoop,database security,excellent,medium,programming,Business process analyst,Web Services,yes,Diaries,Management,smart worker,no,no,UX Designer
+9,6,4,9,yes,no,information security,data science,excellent,medium,networks,developer,Cloud Services,no,Romance,Management,smart worker,yes,no,UX Designer
+1,2,2,1,no,no,distro making,system designing,excellent,poor,programming,system developer,Service Based,yes,Drama,Management,smart worker,yes,no,UX Designer
+4,2,8,6,yes,no,app development,cloud computing,poor,excellent,Software Engineering,developer,Sales and Marketing,yes,Self help,Management,smart worker,yes,no,UX Designer
+4,2,7,6,yes,yes,full stack,web technologies,excellent,poor,programming,Business process analyst,Service Based,yes,Romance,Management,hard worker,no,yes,UX Designer
+7,5,1,7,yes,yes,app development,game development,medium,excellent,parallel computing,cloud computing,BPA,yes,Science fiction,Technical,hard worker,yes,yes,UX Designer
+9,0,8,8,yes,no,hadoop,database security,excellent,poor,IOT,testing,Service Based,yes,Self help,Technical,smart worker,no,no,UX Designer
+1,2,8,4,yes,no,python,cloud computing,medium,poor,cloud computing,security,Service Based,no,Action and Adventure,Technical,hard worker,yes,yes,UX Designer
+8,2,2,1,yes,yes,machine learning,system designing,excellent,poor,hacking,testing,Testing and Maintainance Services,yes,Cookbooks,Management,hard worker,no,no,UX Designer
+3,1,5,5,yes,yes,distro making,web technologies,excellent,poor,programming,developer,SAaS services,yes,Comics,Technical,smart worker,no,yes,UX Designer
+9,5,1,5,no,yes,information security,database security,excellent,medium,Software Engineering,Business process analyst,Product based,no,Trilogy,Management,smart worker,no,yes,UX Designer
+7,2,5,6,no,yes,distro making,data science,poor,medium,cloud computing,security,Cloud Services,no,Fantasy,Technical,hard worker,no,no,UX Designer
+2,4,7,1,yes,yes,distro making,game development,poor,medium,programming,cloud computing,Finance,yes,Diaries,Technical,hard worker,no,no,UX Designer
+9,0,6,1,yes,yes,machine learning,web technologies,medium,medium,Computer Architecture,system developer,Testing and Maintainance Services,yes,Mystery,Management,smart worker,no,yes,UX Designer
+4,3,5,3,yes,yes,hadoop,database security,medium,poor,hacking,developer,Finance,no,Fantasy,Technical,smart worker,yes,yes,UX Designer
+3,0,4,7,no,no,full stack,database security,poor,poor,networks,cloud computing,Testing and Maintainance Services,no,Self help,Technical,smart worker,no,no,UX Designer
+8,0,3,7,yes,no,information security,data science,medium,medium,data engineering,testing,SAaS services,yes,Prayer books,Technical,hard worker,no,yes,UX Designer
+3,4,6,1,yes,yes,full stack,cloud computing,excellent,medium,IOT,security,Cloud Services,no,Series,Management,smart worker,yes,no,UX Designer
+2,5,1,2,no,no,information security,system designing,excellent,medium,cloud computing,system developer,Testing and Maintainance Services,yes,Horror,Management,hard worker,no,yes,UX Designer
+2,3,4,5,no,no,shell programming,data science,excellent,medium,hacking,Business process analyst,Service Based,no,Guide,Management,smart worker,yes,yes,UX Designer
+6,4,4,8,yes,yes,distro making,system designing,poor,poor,parallel computing,security,Sales and Marketing,yes,Series,Technical,smart worker,yes,no,UX Designer
+6,4,8,2,yes,no,r programming,system designing,medium,medium,programming,developer,Product based,no,Health,Management,smart worker,yes,no,UX Designer
+8,4,4,1,no,no,python,cloud computing,excellent,medium,Software Engineering,security,Testing and Maintainance Services,no,Horror,Management,hard worker,yes,yes,UX Designer
+3,1,8,6,yes,no,distro making,web technologies,excellent,poor,programming,testing,Web Services,no,Autobiographies,Technical,hard worker,yes,no,UX Designer
+3,5,5,1,yes,no,app development,game development,excellent,excellent,parallel computing,Business process analyst,Web Services,yes,Cookbooks,Management,smart worker,yes,no,UX Designer
+8,0,7,2,no,yes,r programming,database security,poor,medium,Software Engineering,security,Sales and Marketing,yes,Biographies,Technical,hard worker,no,no,UX Designer
+1,6,8,1,no,no,distro making,system designing,medium,poor,data engineering,testing,Testing and Maintainance Services,no,Journals,Management,smart worker,no,no,UX Designer
+8,2,8,6,no,no,machine learning,game development,poor,poor,data engineering,testing,Web Services,no,Math,Management,smart worker,no,no,UX Designer
+3,0,5,3,yes,no,full stack,testing,medium,medium,hacking,Business process analyst,Cloud Services,no,Comics,Technical,hard worker,no,no,UX Designer
+3,6,3,4,yes,yes,python,game development,poor,poor,Software Engineering,testing,Finance,yes,Comics,Management,smart worker,yes,no,UX Designer
+5,0,4,6,no,no,hadoop,web technologies,medium,poor,hacking,developer,Sales and Marketing,yes,Autobiographies,Technical,hard worker,no,yes,UX Designer
+1,6,9,9,yes,no,full stack,system designing,poor,excellent,cloud computing,Business process analyst,product development,no,Series,Management,hard worker,yes,no,UX Designer
+4,6,4,5,no,no,machine learning,data science,medium,medium,Software Engineering,developer,BPA,yes,Dictionaries,Technical,smart worker,yes,yes,UX Designer
+7,3,1,9,no,no,shell programming,system designing,medium,poor,Software Engineering,testing,Sales and Marketing,no,Childrens,Technical,smart worker,yes,yes,UX Designer
+7,1,4,1,no,no,machine learning,database security,medium,medium,Management,security,Cloud Services,no,Science,Management,hard worker,yes,no,UX Designer
+8,1,7,3,yes,yes,distro making,hacking,medium,excellent,programming,security,Testing and Maintainance Services,no,Journals,Management,smart worker,yes,yes,UX Designer
+6,4,5,3,no,yes,information security,web technologies,poor,excellent,programming,testing,product development,yes,Romance,Technical,smart worker,no,yes,UX Designer
+2,3,1,8,yes,yes,full stack,hacking,medium,excellent,cloud computing,system developer,Product based,no,Math,Technical,smart worker,no,no,UX Designer
+5,3,3,7,no,no,full stack,data science,excellent,poor,parallel computing,testing,Sales and Marketing,yes,Guide,Technical,hard worker,yes,yes,UX Designer
+1,1,4,2,no,yes,r programming,cloud computing,poor,poor,programming,testing,Cloud Services,yes,Horror,Technical,hard worker,yes,yes,UX Designer
+9,6,3,4,yes,no,machine learning,web technologies,medium,poor,Software Engineering,Business process analyst,Cloud Services,yes,Drama,Technical,hard worker,no,yes,UX Designer
+5,4,4,9,yes,yes,python,data science,medium,excellent,Software Engineering,security,SAaS services,no,Autobiographies,Technical,hard worker,no,yes,UX Designer
+9,3,7,5,no,yes,full stack,game development,poor,poor,cloud computing,developer,Web Services,no,Comics,Technical,hard worker,no,no,UX Designer
+2,5,6,4,no,yes,r programming,testing,poor,excellent,data engineering,cloud computing,Finance,yes,Comics,Management,smart worker,no,no,UX Designer
+2,6,3,5,no,no,shell programming,system designing,poor,excellent,networks,system developer,Sales and Marketing,no,Religion-Spirituality,Management,hard worker,no,no,UX Designer
+5,4,8,5,yes,yes,python,web technologies,medium,poor,networks,Business process analyst,Product based,no,Journals,Technical,smart worker,no,yes,UX Designer
+4,5,8,4,yes,no,shell programming,game development,poor,poor,Software Engineering,system developer,Product based,no,Science,Management,hard worker,no,no,UX Designer
+9,6,2,5,yes,no,full stack,hacking,excellent,medium,parallel computing,Business process analyst,BPA,no,Satire,Management,smart worker,no,yes,UX Designer
+8,1,7,9,no,no,machine learning,hacking,excellent,excellent,networks,security,BPA,no,Health,Management,smart worker,no,no,UX Designer
+5,2,8,9,yes,no,information security,testing,excellent,poor,Management,security,Product based,yes,Action and Adventure,Technical,smart worker,yes,yes,UX Designer
+8,5,2,5,no,no,full stack,data science,medium,medium,hacking,system developer,Cloud Services,no,Math,Technical,smart worker,no,no,UX Designer
+2,6,9,6,no,yes,shell programming,system designing,excellent,poor,networks,testing,Service Based,yes,Poetry,Technical,smart worker,yes,yes,UX Designer
+2,3,7,4,no,no,app development,system designing,excellent,medium,programming,developer,Sales and Marketing,no,Self help,Technical,hard worker,no,yes,UX Designer
+3,4,8,7,yes,yes,r programming,data science,poor,excellent,data engineering,developer,Service Based,yes,Self help,Technical,hard worker,no,yes,UX Designer
+1,0,7,6,yes,yes,shell programming,testing,excellent,excellent,data engineering,security,Service Based,no,Poetry,Technical,smart worker,no,no,UX Designer
+8,1,2,4,yes,no,full stack,system designing,excellent,medium,Software Engineering,Business process analyst,BPA,no,Math,Technical,smart worker,no,yes,UX Designer
+3,3,6,2,no,yes,shell programming,cloud computing,excellent,poor,Software Engineering,testing,SAaS services,no,Cookbooks,Technical,hard worker,no,no,UX Designer
+1,5,4,9,no,yes,information security,data science,excellent,excellent,networks,cloud computing,product development,yes,Science,Management,smart worker,no,no,UX Designer
+6,6,8,4,no,yes,machine learning,testing,medium,poor,Computer Architecture,security,Web Services,yes,Series,Management,hard worker,yes,yes,UX Designer
+2,3,6,9,yes,yes,machine learning,cloud computing,medium,medium,IOT,testing,Testing and Maintainance Services,no,Childrens,Management,hard worker,no,yes,UX Designer
+5,3,4,1,no,yes,app development,game development,excellent,medium,programming,security,Sales and Marketing,yes,Math,Management,smart worker,no,no,UX Designer
+4,0,4,8,yes,no,machine learning,game development,excellent,excellent,IOT,developer,Finance,yes,Science,Technical,hard worker,no,no,UX Designer
+2,5,1,9,no,yes,machine learning,cloud computing,poor,poor,Software Engineering,testing,Sales and Marketing,yes,Trilogy,Technical,smart worker,no,yes,UX Designer
+4,5,9,5,yes,no,full stack,hacking,medium,excellent,programming,cloud computing,BPA,yes,Self help,Technical,hard worker,yes,no,UX Designer
+9,5,5,9,yes,no,distro making,testing,excellent,poor,programming,security,Testing and Maintainance Services,yes,Trilogy,Management,hard worker,no,yes,UX Designer
+9,3,5,1,no,yes,full stack,web technologies,excellent,medium,parallel computing,system developer,Product based,no,Comics,Management,hard worker,no,yes,UX Designer
+3,3,9,1,no,yes,distro making,game development,poor,poor,cloud computing,security,SAaS services,yes,Travel,Technical,smart worker,no,no,UX Designer
+8,4,1,1,no,no,shell programming,cloud computing,excellent,poor,IOT,cloud computing,Service Based,no,Horror,Management,smart worker,yes,yes,UX Designer
+5,4,9,4,no,yes,full stack,web technologies,excellent,poor,programming,cloud computing,Testing and Maintainance Services,yes,Comics,Technical,hard worker,no,no,UX Designer
+6,1,4,7,yes,no,hadoop,hacking,medium,poor,hacking,testing,product development,yes,Fantasy,Management,smart worker,yes,no,UX Designer
+2,2,2,1,yes,no,distro making,system designing,excellent,excellent,programming,cloud computing,Product based,yes,Horror,Technical,hard worker,yes,no,UX Designer
+9,2,4,8,no,yes,r programming,testing,medium,poor,parallel computing,testing,Testing and Maintainance Services,no,Science fiction,Technical,hard worker,no,no,UX Designer
+5,0,8,8,no,yes,full stack,web technologies,medium,poor,IOT,security,Cloud Services,no,Self help,Management,smart worker,yes,yes,UX Designer
+7,3,7,1,yes,no,shell programming,data science,poor,excellent,programming,Business process analyst,BPA,no,Prayer books,Technical,smart worker,no,no,UX Designer
+1,4,7,3,yes,no,shell programming,web technologies,medium,excellent,programming,testing,Testing and Maintainance Services,yes,Health,Technical,smart worker,yes,no,UX Designer
+7,4,8,3,yes,no,distro making,game development,poor,poor,parallel computing,developer,Testing and Maintainance Services,yes,Religion-Spirituality,Technical,smart worker,yes,yes,UX Designer
+6,4,5,8,yes,no,shell programming,web technologies,excellent,medium,Software Engineering,testing,BPA,yes,Health,Management,hard worker,yes,no,UX Designer
+4,4,6,4,yes,yes,machine learning,cloud computing,poor,poor,parallel computing,system developer,SAaS services,yes,Series,Technical,hard worker,no,yes,UX Designer
+5,5,2,2,no,no,information security,game development,poor,excellent,parallel computing,cloud computing,Web Services,no,Horror,Management,hard worker,yes,no,UX Designer
+5,1,7,6,no,no,machine learning,system designing,poor,medium,networks,cloud computing,Web Services,no,Guide,Management,smart worker,yes,no,UX Designer
+8,0,2,6,no,yes,shell programming,hacking,medium,poor,cloud computing,Business process analyst,Finance,yes,Comics,Management,smart worker,yes,no,UX Designer
+2,5,7,5,no,no,hadoop,web technologies,excellent,poor,networks,security,BPA,no,Childrens,Technical,hard worker,no,no,UX Designer
+9,5,8,7,no,yes,information security,game development,medium,poor,parallel computing,cloud computing,Finance,no,Encyclopedias,Technical,hard worker,yes,no,UX Designer
+1,3,8,9,no,no,full stack,hacking,medium,excellent,data engineering,testing,Service Based,no,Encyclopedias,Technical,smart worker,no,no,UX Designer
+4,3,4,2,no,no,hadoop,hacking,medium,medium,hacking,Business process analyst,product development,yes,Guide,Technical,hard worker,no,yes,UX Designer
+7,2,6,8,no,no,full stack,system designing,poor,excellent,programming,testing,Web Services,yes,Satire,Technical,hard worker,no,yes,UX Designer
+3,4,9,7,no,no,app development,hacking,excellent,medium,Software Engineering,developer,Finance,yes,Series,Technical,smart worker,no,no,UX Designer
+1,3,1,8,yes,no,full stack,web technologies,excellent,poor,IOT,Business process analyst,Finance,yes,Series,Technical,hard worker,yes,yes,UX Designer
+5,2,9,7,yes,yes,machine learning,game development,medium,excellent,hacking,Business process analyst,Cloud Services,yes,Satire,Management,smart worker,yes,no,UX Designer
+2,5,7,1,no,no,distro making,web technologies,excellent,excellent,hacking,developer,product development,yes,Fantasy,Management,hard worker,no,yes,UX Designer
+6,1,5,1,yes,yes,hadoop,database security,excellent,excellent,Software Engineering,testing,BPA,no,Comics,Technical,hard worker,no,yes,UX Designer
+1,2,5,6,yes,no,app development,hacking,poor,medium,Computer Architecture,testing,Product based,no,Satire,Management,smart worker,yes,no,UX Designer
+9,3,5,3,no,no,hadoop,hacking,poor,excellent,Management,system developer,Web Services,yes,Religion-Spirituality,Management,hard worker,yes,no,UX Designer
+1,1,1,3,yes,no,machine learning,game development,poor,medium,cloud computing,developer,product development,yes,Anthology,Management,smart worker,yes,yes,UX Designer
+2,0,1,8,no,yes,full stack,system designing,poor,poor,Computer Architecture,developer,Cloud Services,no,Autobiographies,Technical,hard worker,yes,no,UX Designer
+2,4,9,5,yes,no,full stack,web technologies,excellent,medium,hacking,testing,Web Services,yes,Journals,Management,hard worker,yes,yes,UX Designer
+2,3,3,5,no,yes,python,database security,medium,poor,cloud computing,developer,Service Based,no,Mystery,Management,hard worker,no,no,UX Designer
+3,5,8,8,yes,no,app development,hacking,poor,excellent,parallel computing,testing,SAaS services,yes,Romance,Technical,hard worker,no,yes,UX Designer
+8,4,7,7,yes,no,r programming,cloud computing,medium,excellent,Computer Architecture,developer,Testing and Maintainance Services,no,Science fiction,Technical,smart worker,yes,no,UX Designer
+9,2,7,7,yes,yes,shell programming,data science,medium,excellent,programming,developer,Finance,no,Series,Management,smart worker,no,yes,UX Designer
+4,4,4,2,yes,no,distro making,database security,medium,excellent,data engineering,developer,product development,no,Fantasy,Technical,smart worker,no,no,UX Designer
+2,1,4,3,no,yes,information security,hacking,excellent,medium,parallel computing,Business process analyst,Web Services,no,Science fiction,Management,smart worker,no,yes,UX Designer
+3,0,1,4,no,yes,machine learning,web technologies,medium,medium,Management,system developer,Web Services,no,Autobiographies,Management,hard worker,yes,no,UX Designer
+4,3,7,5,yes,yes,distro making,testing,poor,medium,Management,security,Service Based,yes,Diaries,Technical,smart worker,yes,no,UX Designer
+3,4,2,9,no,no,python,hacking,excellent,excellent,Management,cloud computing,Service Based,no,Cookbooks,Technical,smart worker,no,no,UX Designer
+5,6,9,6,no,yes,r programming,system designing,medium,poor,data engineering,system developer,Sales and Marketing,no,Dictionaries,Technical,hard worker,no,no,UX Designer
+2,3,5,2,no,yes,r programming,hacking,excellent,excellent,Software Engineering,security,Sales and Marketing,no,Dictionaries,Technical,smart worker,yes,no,UX Designer
+4,5,5,7,yes,yes,r programming,cloud computing,medium,medium,Management,Business process analyst,Web Services,no,Autobiographies,Technical,hard worker,yes,no,UX Designer
+4,0,2,1,no,yes,distro making,data science,poor,excellent,IOT,security,Cloud Services,yes,Horror,Management,hard worker,no,yes,UX Designer
+7,3,8,6,no,no,shell programming,game development,excellent,poor,programming,developer,Product based,yes,Health,Management,hard worker,no,yes,UX Designer
+6,4,3,6,yes,yes,distro making,data science,excellent,poor,Computer Architecture,developer,Product based,yes,Travel,Technical,smart worker,yes,yes,UX Designer
+2,1,2,3,no,no,python,web technologies,poor,medium,Computer Architecture,security,Service Based,no,Autobiographies,Management,smart worker,no,yes,UX Designer
+1,2,1,5,yes,yes,shell programming,system designing,excellent,poor,programming,system developer,SAaS services,no,Fantasy,Technical,smart worker,no,yes,UX Designer
+1,6,9,8,no,yes,distro making,game development,medium,poor,hacking,testing,Product based,no,Horror,Technical,hard worker,no,no,UX Designer
+5,2,6,5,no,yes,r programming,hacking,poor,excellent,hacking,testing,Finance,no,Dictionaries,Management,smart worker,no,yes,UX Designer
+9,4,8,9,no,yes,r programming,data science,poor,poor,Software Engineering,Business process analyst,Product based,yes,Fantasy,Management,hard worker,no,no,UX Designer
+4,3,7,7,yes,yes,python,web technologies,poor,poor,data engineering,security,Testing and Maintainance Services,yes,Travel,Technical,smart worker,yes,yes,UX Designer
+9,3,7,1,yes,no,information security,system designing,medium,medium,cloud computing,security,SAaS services,yes,Dictionaries,Management,smart worker,yes,yes,UX Designer
+6,3,8,6,yes,yes,information security,data science,excellent,poor,networks,Business process analyst,Cloud Services,yes,Trilogy,Technical,smart worker,no,no,UX Designer
+5,5,8,2,no,yes,shell programming,data science,medium,medium,programming,cloud computing,Sales and Marketing,yes,Science,Technical,smart worker,yes,yes,UX Designer
+2,0,1,8,no,no,information security,testing,medium,poor,cloud computing,system developer,Finance,no,Health,Management,hard worker,no,yes,UX Designer
+4,6,8,6,no,yes,r programming,web technologies,excellent,excellent,hacking,system developer,Finance,no,Dictionaries,Management,smart worker,yes,no,UX Designer
+9,1,3,7,no,no,r programming,testing,medium,poor,Management,system developer,Testing and Maintainance Services,yes,Action and Adventure,Technical,smart worker,yes,no,UX Designer
+9,1,3,9,no,no,machine learning,data science,poor,medium,networks,developer,SAaS services,yes,Science,Management,smart worker,no,no,UX Designer
+5,4,9,3,yes,yes,shell programming,system designing,excellent,excellent,Management,cloud computing,Product based,yes,Art,Technical,smart worker,yes,no,UX Designer
+7,4,6,2,yes,no,full stack,system designing,excellent,excellent,hacking,Business process analyst,product development,no,Health,Technical,smart worker,yes,no,UX Designer
+8,1,7,7,yes,no,full stack,web technologies,poor,medium,programming,developer,Finance,no,Series,Technical,hard worker,yes,yes,UX Designer
+3,2,5,2,no,yes,r programming,game development,excellent,excellent,data engineering,Business process analyst,Service Based,no,Action and Adventure,Technical,smart worker,no,yes,UX Designer
+2,0,2,1,yes,yes,distro making,testing,medium,poor,Computer Architecture,cloud computing,Service Based,yes,Anthology,Technical,hard worker,yes,yes,UX Designer
+5,3,4,9,no,yes,hadoop,database security,excellent,excellent,Computer Architecture,developer,Product based,yes,Horror,Technical,smart worker,no,no,UX Designer
+3,6,4,7,yes,no,distro making,system designing,medium,excellent,programming,security,product development,yes,Anthology,Management,smart worker,no,yes,UX Designer
+9,1,4,6,yes,no,python,testing,poor,poor,networks,system developer,Service Based,yes,Horror,Technical,smart worker,no,no,UX Designer
+6,0,9,9,yes,no,app development,testing,poor,excellent,programming,Business process analyst,Testing and Maintainance Services,yes,Satire,Management,smart worker,no,no,UX Designer
+6,1,2,8,yes,no,information security,database security,excellent,excellent,cloud computing,system developer,SAaS services,no,Cookbooks,Management,smart worker,yes,yes,UX Designer
+9,6,3,1,yes,no,information security,game development,excellent,poor,networks,system developer,Service Based,yes,Romance,Technical,hard worker,yes,yes,UX Designer
+8,6,3,7,yes,yes,machine learning,testing,medium,excellent,Computer Architecture,testing,Web Services,no,Guide,Technical,smart worker,yes,yes,UX Designer
+7,6,6,1,no,no,python,hacking,medium,poor,cloud computing,cloud computing,Service Based,no,Biographies,Technical,hard worker,yes,yes,UX Designer
+1,0,3,5,no,yes,shell programming,web technologies,poor,medium,Computer Architecture,testing,Finance,yes,Guide,Technical,smart worker,yes,yes,UX Designer
+7,0,6,6,no,yes,distro making,testing,medium,poor,Management,developer,Finance,yes,Poetry,Management,hard worker,no,yes,UX Designer
+9,2,8,4,yes,no,information security,game development,poor,excellent,networks,developer,BPA,no,Health,Technical,hard worker,no,no,UX Designer
+3,0,9,1,no,no,python,hacking,excellent,medium,data engineering,Business process analyst,Service Based,no,Travel,Management,smart worker,no,yes,UX Designer
+9,2,2,3,no,yes,machine learning,data science,excellent,medium,IOT,security,BPA,no,Comics,Technical,hard worker,yes,no,UX Designer
+2,6,9,5,no,yes,machine learning,testing,poor,medium,programming,security,product development,no,Biographies,Technical,hard worker,yes,no,UX Designer
+2,4,3,2,no,no,python,testing,poor,medium,Computer Architecture,system developer,Testing and Maintainance Services,yes,Encyclopedias,Management,hard worker,no,yes,UX Designer
+1,0,7,4,no,yes,app development,game development,medium,excellent,hacking,testing,BPA,yes,Health,Technical,smart worker,no,yes,UX Designer
+1,0,4,3,no,no,hadoop,data science,medium,poor,IOT,Business process analyst,product development,no,Biographies,Management,smart worker,yes,yes,UX Designer
+1,0,4,6,yes,yes,python,system designing,poor,excellent,cloud computing,system developer,Sales and Marketing,no,Drama,Technical,smart worker,yes,no,UX Designer
+3,2,4,6,no,no,full stack,hacking,poor,excellent,Software Engineering,developer,BPA,yes,Biographies,Management,hard worker,yes,yes,UX Designer
+7,1,9,5,no,no,shell programming,data science,excellent,poor,programming,system developer,BPA,no,Biographies,Management,smart worker,no,yes,UX Designer
+1,3,7,8,no,no,shell programming,data science,excellent,medium,Computer Architecture,system developer,Finance,no,Guide,Management,smart worker,yes,no,UX Designer
+1,3,8,4,yes,yes,machine learning,cloud computing,poor,excellent,networks,developer,Product based,yes,Art,Technical,smart worker,yes,yes,UX Designer
+6,2,5,4,yes,yes,distro making,web technologies,medium,excellent,cloud computing,system developer,BPA,yes,Religion-Spirituality,Management,hard worker,no,yes,UX Designer
+8,0,6,6,yes,yes,full stack,data science,excellent,poor,cloud computing,system developer,Web Services,no,Prayer books,Management,smart worker,yes,no,UX Designer
+6,3,7,5,yes,yes,information security,data science,medium,medium,cloud computing,cloud computing,Web Services,yes,Art,Management,hard worker,no,yes,UX Designer
+7,5,3,3,yes,no,shell programming,testing,excellent,medium,hacking,Business process analyst,Web Services,yes,Science fiction,Management,smart worker,no,yes,UX Designer
+4,3,5,8,no,no,r programming,testing,excellent,medium,hacking,system developer,Sales and Marketing,no,Science fiction,Technical,hard worker,yes,yes,UX Designer
+7,2,6,1,no,no,machine learning,database security,excellent,medium,IOT,developer,Web Services,yes,Religion-Spirituality,Technical,hard worker,yes,no,UX Designer
+3,3,8,2,no,yes,r programming,cloud computing,excellent,medium,networks,cloud computing,SAaS services,no,Trilogy,Management,smart worker,no,yes,UX Designer
+8,4,7,5,no,no,shell programming,web technologies,poor,poor,Computer Architecture,Business process analyst,Product based,yes,Health,Management,hard worker,yes,no,UX Designer
+8,3,2,7,yes,yes,python,system designing,poor,poor,data engineering,testing,Finance,yes,Childrens,Management,hard worker,yes,no,UX Designer
+8,2,5,2,yes,yes,distro making,data science,excellent,medium,parallel computing,Business process analyst,Sales and Marketing,no,Trilogy,Management,smart worker,no,yes,UX Designer
+9,4,8,9,no,yes,hadoop,database security,poor,excellent,Software Engineering,Business process analyst,Product based,yes,Fantasy,Technical,smart worker,yes,no,UX Designer
+1,2,5,2,yes,no,shell programming,database security,excellent,excellent,hacking,Business process analyst,Testing and Maintainance Services,no,Drama,Management,smart worker,no,yes,UX Designer
+4,5,4,9,yes,no,information security,game development,poor,poor,networks,system developer,Testing and Maintainance Services,yes,Anthology,Management,hard worker,no,no,UX Designer
+1,0,6,6,no,yes,full stack,cloud computing,poor,medium,Management,testing,Web Services,yes,Biographies,Technical,smart worker,no,yes,UX Designer
+5,1,4,4,no,no,full stack,data science,excellent,poor,data engineering,system developer,Product based,no,Journals,Management,hard worker,yes,no,UX Designer
+4,6,6,7,no,yes,machine learning,database security,medium,poor,cloud computing,system developer,Finance,no,Mystery,Management,smart worker,no,yes,UX Designer
+7,3,7,3,no,no,hadoop,system designing,excellent,medium,Management,cloud computing,Service Based,no,Science fiction,Management,hard worker,no,no,UX Designer
+7,5,4,8,no,yes,python,data science,poor,medium,IOT,developer,Sales and Marketing,yes,Childrens,Management,hard worker,yes,no,UX Designer
+3,1,3,9,yes,no,shell programming,system designing,medium,excellent,Computer Architecture,cloud computing,Sales and Marketing,yes,Diaries,Management,smart worker,yes,yes,UX Designer
+8,1,4,2,no,no,full stack,database security,excellent,excellent,data engineering,Business process analyst,Sales and Marketing,yes,Comics,Management,hard worker,no,no,UX Designer
+5,0,6,9,no,no,shell programming,data science,poor,medium,Computer Architecture,security,product development,yes,History,Technical,hard worker,yes,no,UX Designer
+1,6,5,3,no,no,python,testing,poor,excellent,data engineering,testing,Web Services,no,Mystery,Management,smart worker,no,no,UX Designer
+8,2,5,4,yes,no,r programming,database security,excellent,poor,Management,security,Sales and Marketing,yes,Romance,Technical,smart worker,yes,no,UX Designer
+1,4,6,9,yes,yes,machine learning,database security,medium,poor,Software Engineering,Business process analyst,BPA,no,Anthology,Management,smart worker,yes,yes,UX Designer
+2,2,1,7,no,no,machine learning,database security,excellent,excellent,Computer Architecture,system developer,product development,no,Prayer books,Technical,smart worker,no,no,UX Designer
+3,6,6,7,yes,no,hadoop,system designing,medium,excellent,hacking,testing,Finance,no,Religion-Spirituality,Management,smart worker,no,yes,UX Designer
+3,0,4,1,yes,yes,python,hacking,excellent,excellent,cloud computing,developer,product development,no,Poetry,Technical,smart worker,no,no,UX Designer
+1,3,6,5,yes,no,app development,database security,medium,excellent,Computer Architecture,testing,Web Services,no,Trilogy,Technical,smart worker,yes,no,UX Designer
+2,0,2,4,yes,yes,shell programming,database security,excellent,medium,IOT,cloud computing,Web Services,no,Mystery,Management,smart worker,no,no,UX Designer
+2,1,1,9,no,yes,hadoop,data science,excellent,medium,IOT,testing,Sales and Marketing,yes,Self help,Technical,smart worker,yes,yes,UX Designer
+1,5,2,9,yes,yes,r programming,testing,excellent,medium,programming,testing,product development,yes,Guide,Technical,hard worker,yes,yes,UX Designer
+3,2,3,8,no,yes,python,cloud computing,excellent,excellent,networks,security,product development,yes,Health,Technical,hard worker,yes,no,UX Designer
+1,0,5,1,no,yes,python,game development,excellent,medium,programming,Business process analyst,Service Based,yes,Horror,Technical,hard worker,no,no,UX Designer
+9,4,6,4,yes,yes,full stack,web technologies,poor,poor,Management,system developer,Web Services,yes,Cookbooks,Management,hard worker,no,no,UX Designer
+9,1,9,7,no,no,app development,data science,excellent,poor,cloud computing,testing,Cloud Services,no,Drama,Technical,smart worker,no,no,UX Designer
+6,4,9,3,no,no,full stack,database security,poor,excellent,networks,system developer,SAaS services,no,Guide,Management,hard worker,yes,no,UX Designer
+2,6,1,7,no,yes,python,game development,medium,excellent,cloud computing,system developer,Web Services,no,Science,Technical,smart worker,yes,no,UX Designer
+9,4,8,3,no,no,machine learning,game development,poor,excellent,Software Engineering,security,Product based,no,Art,Technical,smart worker,yes,yes,UX Designer
+7,0,4,8,no,yes,python,web technologies,excellent,medium,programming,cloud computing,product development,no,Trilogy,Technical,smart worker,yes,no,UX Designer
+1,5,2,8,yes,no,r programming,testing,excellent,excellent,Computer Architecture,security,Sales and Marketing,no,Autobiographies,Technical,smart worker,no,yes,UX Designer
+2,2,2,9,yes,yes,hadoop,cloud computing,poor,medium,cloud computing,testing,Sales and Marketing,yes,History,Management,smart worker,no,yes,UX Designer
+7,3,2,5,no,yes,app development,game development,medium,poor,Computer Architecture,cloud computing,Product based,yes,Childrens,Management,smart worker,no,yes,UX Designer
+4,3,3,3,yes,no,full stack,testing,medium,poor,programming,Business process analyst,Cloud Services,yes,Drama,Technical,smart worker,yes,no,UX Designer
+7,6,3,4,yes,yes,app development,database security,excellent,excellent,Management,developer,BPA,yes,Drama,Management,smart worker,yes,no,UX Designer
+5,2,1,3,no,no,machine learning,hacking,excellent,poor,IOT,developer,Testing and Maintainance Services,yes,History,Technical,smart worker,yes,no,UX Designer
+1,5,2,8,yes,yes,app development,game development,poor,medium,programming,cloud computing,Service Based,yes,Horror,Technical,smart worker,yes,yes,UX Designer
+3,0,5,8,yes,no,information security,data science,excellent,poor,Software Engineering,developer,Testing and Maintainance Services,no,Science,Technical,smart worker,yes,yes,UX Designer
+4,3,6,2,yes,yes,python,database security,medium,excellent,Computer Architecture,security,Service Based,no,Romance,Management,smart worker,no,yes,UX Designer
+7,3,8,3,no,no,app development,hacking,excellent,medium,IOT,testing,Service Based,yes,Science fiction,Technical,smart worker,yes,no,UX Designer
+7,3,8,5,yes,no,python,web technologies,medium,excellent,Software Engineering,security,BPA,no,Biographies,Technical,hard worker,no,no,UX Designer
+5,0,4,2,no,yes,full stack,system designing,poor,poor,Computer Architecture,developer,Web Services,yes,Health,Management,hard worker,yes,no,UX Designer
+3,1,6,3,yes,no,shell programming,hacking,excellent,poor,IOT,system developer,SAaS services,no,Action and Adventure,Management,smart worker,yes,no,UX Designer
+3,0,4,5,no,no,app development,game development,poor,medium,programming,developer,SAaS services,no,Poetry,Technical,hard worker,yes,yes,UX Designer
+8,3,3,5,no,no,python,testing,excellent,medium,hacking,testing,product development,yes,Poetry,Management,smart worker,no,yes,UX Designer
+9,0,1,9,yes,yes,machine learning,game development,medium,excellent,IOT,Business process analyst,BPA,no,Trilogy,Technical,hard worker,no,yes,UX Designer
+9,2,7,1,yes,no,app development,system designing,medium,medium,Management,security,product development,yes,Guide,Technical,smart worker,no,yes,UX Designer
+9,3,5,1,no,yes,shell programming,testing,medium,medium,programming,testing,Cloud Services,yes,Encyclopedias,Management,hard worker,no,no,UX Designer
+8,0,7,4,yes,yes,full stack,database security,excellent,excellent,cloud computing,security,Web Services,yes,Fantasy,Technical,smart worker,yes,no,UX Designer
+9,6,1,7,no,yes,shell programming,testing,excellent,medium,hacking,security,Web Services,yes,Action and Adventure,Technical,smart worker,yes,no,UX Designer
+7,4,1,2,yes,yes,machine learning,cloud computing,excellent,excellent,cloud computing,security,product development,no,Drama,Management,hard worker,no,no,UX Designer
+6,4,7,9,no,yes,machine learning,database security,excellent,medium,programming,testing,Cloud Services,yes,Health,Technical,smart worker,no,yes,UX Designer
+7,6,5,8,yes,yes,information security,system designing,medium,excellent,networks,testing,Testing and Maintainance Services,no,Childrens,Technical,hard worker,no,no,Web Developer
+7,5,5,4,no,yes,app development,hacking,medium,medium,IOT,developer,Sales and Marketing,yes,Mystery,Technical,hard worker,yes,yes,Web Developer
+3,1,2,6,no,no,app development,testing,excellent,poor,networks,Business process analyst,Cloud Services,no,Journals,Management,smart worker,yes,yes,Web Developer
+7,1,3,5,yes,no,python,database security,poor,poor,hacking,cloud computing,Product based,no,Self help,Management,hard worker,yes,yes,Web Developer
+4,5,5,2,yes,yes,hadoop,web technologies,poor,medium,IOT,security,BPA,no,Action and Adventure,Management,smart worker,yes,yes,Web Developer
+4,0,3,1,no,no,shell programming,testing,excellent,medium,cloud computing,system developer,Cloud Services,no,Guide,Management,hard worker,no,no,Web Developer
+5,2,5,4,no,no,information security,database security,medium,excellent,hacking,system developer,Product based,yes,Horror,Technical,smart worker,no,yes,Web Developer
+7,3,9,7,no,no,app development,web technologies,excellent,poor,data engineering,Business process analyst,Web Services,no,Guide,Management,hard worker,no,no,Web Developer
+8,1,4,2,yes,no,information security,data science,medium,medium,cloud computing,Business process analyst,Finance,yes,Guide,Management,smart worker,yes,yes,Web Developer
+4,5,8,3,no,yes,machine learning,data science,medium,poor,IOT,testing,BPA,yes,Health,Management,hard worker,yes,no,Web Developer
+4,1,9,6,yes,yes,information security,hacking,excellent,poor,data engineering,security,Finance,no,Anthology,Technical,hard worker,no,no,Web Developer
+6,2,7,7,no,yes,app development,hacking,medium,excellent,Computer Architecture,cloud computing,Web Services,yes,Journals,Technical,smart worker,no,yes,Web Developer
+8,3,9,5,no,no,full stack,testing,medium,poor,data engineering,Business process analyst,Cloud Services,no,Action and Adventure,Technical,hard worker,no,no,Web Developer
+9,6,6,6,yes,no,distro making,hacking,poor,medium,Computer Architecture,system developer,BPA,yes,Travel,Management,smart worker,yes,yes,Web Developer
+7,4,9,1,no,no,python,system designing,poor,excellent,data engineering,security,Web Services,yes,Guide,Management,smart worker,no,yes,Web Developer
+2,5,5,9,no,yes,r programming,database security,medium,excellent,parallel computing,cloud computing,SAaS services,no,Science fiction,Management,smart worker,no,no,Web Developer
+6,2,1,7,yes,no,information security,testing,medium,medium,Computer Architecture,Business process analyst,Sales and Marketing,yes,Religion-Spirituality,Technical,hard worker,yes,no,Web Developer
+8,3,4,4,no,no,information security,hacking,medium,poor,IOT,Business process analyst,Finance,yes,Health,Management,hard worker,no,no,Web Developer
+4,4,1,8,no,yes,machine learning,hacking,poor,medium,Software Engineering,system developer,Testing and Maintainance Services,yes,Action and Adventure,Technical,hard worker,no,no,Web Developer
+5,1,3,1,no,no,machine learning,hacking,excellent,poor,Software Engineering,security,Product based,no,Self help,Technical,smart worker,no,yes,Web Developer
+6,5,8,9,no,no,machine learning,cloud computing,excellent,excellent,Software Engineering,system developer,SAaS services,no,Science fiction,Technical,hard worker,yes,yes,Web Developer
+7,6,9,1,yes,no,distro making,data science,medium,medium,IOT,Business process analyst,Cloud Services,yes,Self help,Technical,hard worker,no,yes,Web Developer
+8,5,2,2,no,no,hadoop,testing,poor,medium,data engineering,Business process analyst,SAaS services,no,Travel,Technical,hard worker,no,yes,Web Developer
+6,6,5,3,yes,no,full stack,hacking,poor,medium,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Guide,Management,smart worker,yes,no,Web Developer
+2,6,5,8,yes,no,shell programming,data science,poor,excellent,programming,cloud computing,Product based,no,Autobiographies,Technical,smart worker,no,no,Web Developer
+2,4,8,2,yes,no,app development,web technologies,medium,excellent,hacking,system developer,Service Based,yes,Science,Technical,hard worker,yes,yes,Web Developer
+9,0,9,2,yes,yes,shell programming,testing,poor,medium,Software Engineering,cloud computing,Testing and Maintainance Services,yes,Guide,Technical,hard worker,no,yes,Web Developer
+8,6,9,7,no,no,hadoop,testing,poor,excellent,Software Engineering,security,Testing and Maintainance Services,yes,Childrens,Technical,smart worker,no,yes,Web Developer
+6,0,6,5,no,no,full stack,cloud computing,poor,medium,parallel computing,Business process analyst,BPA,yes,Self help,Technical,smart worker,yes,no,Web Developer
+5,0,1,6,no,no,full stack,system designing,poor,excellent,Management,developer,product development,yes,Comics,Technical,smart worker,yes,yes,Web Developer
+6,2,6,1,yes,yes,information security,data science,excellent,poor,IOT,testing,SAaS services,yes,Fantasy,Management,hard worker,yes,yes,Web Developer
+4,5,2,3,yes,yes,machine learning,system designing,excellent,medium,IOT,cloud computing,Web Services,yes,Horror,Management,hard worker,yes,yes,Web Developer
+6,3,6,5,yes,no,information security,database security,medium,excellent,programming,testing,Sales and Marketing,no,Diaries,Management,smart worker,yes,no,Web Developer
+3,3,2,4,yes,yes,information security,data science,excellent,medium,networks,testing,BPA,no,Encyclopedias,Technical,hard worker,no,no,Web Developer
+5,1,3,9,no,yes,r programming,data science,medium,medium,data engineering,cloud computing,BPA,yes,Trilogy,Management,smart worker,no,no,Web Developer
+3,0,7,7,no,yes,app development,cloud computing,medium,excellent,parallel computing,Business process analyst,Product based,yes,Trilogy,Management,hard worker,yes,yes,Web Developer
+1,4,9,3,no,yes,information security,web technologies,excellent,excellent,programming,cloud computing,Cloud Services,yes,Anthology,Management,smart worker,no,yes,Web Developer
+4,6,8,8,no,no,r programming,data science,medium,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Prayer books,Management,hard worker,no,yes,Web Developer
+2,0,4,8,no,yes,full stack,testing,excellent,medium,cloud computing,security,Finance,no,Poetry,Technical,hard worker,yes,yes,Web Developer
+3,2,7,4,no,no,full stack,hacking,medium,medium,cloud computing,system developer,Testing and Maintainance Services,yes,Anthology,Management,hard worker,no,no,Web Developer
+8,1,2,8,no,yes,full stack,testing,excellent,medium,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Health,Management,hard worker,no,yes,Web Developer
+6,0,6,9,yes,yes,python,game development,poor,medium,hacking,system developer,Testing and Maintainance Services,no,History,Technical,smart worker,yes,no,Web Developer
+8,5,4,2,yes,yes,distro making,database security,medium,medium,IOT,cloud computing,BPA,yes,Health,Technical,hard worker,yes,yes,Web Developer
+9,0,2,9,no,no,full stack,cloud computing,medium,poor,Management,system developer,Cloud Services,yes,Self help,Technical,smart worker,yes,yes,Web Developer
+5,2,1,7,no,no,shell programming,hacking,excellent,poor,networks,testing,SAaS services,no,Series,Management,smart worker,no,yes,Web Developer
+7,0,1,6,no,no,r programming,web technologies,medium,poor,Software Engineering,developer,Testing and Maintainance Services,no,Journals,Management,hard worker,no,no,Web Developer
+5,1,3,1,no,yes,r programming,data science,poor,medium,cloud computing,developer,Cloud Services,yes,Romance,Technical,smart worker,yes,no,Web Developer
+2,1,6,6,yes,yes,distro making,data science,medium,poor,hacking,developer,Web Services,no,Art,Technical,hard worker,yes,no,Web Developer
+4,1,9,3,no,yes,full stack,system designing,poor,poor,programming,security,Product based,no,Satire,Technical,smart worker,no,yes,Web Developer
+1,4,2,1,no,yes,app development,system designing,medium,poor,programming,system developer,BPA,yes,History,Management,hard worker,no,no,Web Developer
+4,2,4,1,yes,no,app development,web technologies,excellent,medium,hacking,testing,Cloud Services,yes,Diaries,Technical,smart worker,yes,yes,Web Developer
+8,4,3,8,yes,yes,r programming,game development,medium,excellent,hacking,system developer,Finance,yes,Horror,Management,smart worker,no,no,Web Developer
+7,6,3,1,no,yes,r programming,system designing,poor,poor,programming,system developer,Cloud Services,no,Prayer books,Technical,hard worker,yes,yes,Web Developer
+7,3,6,5,no,yes,full stack,game development,medium,poor,programming,system developer,BPA,yes,Romance,Management,smart worker,yes,yes,Web Developer
+4,6,9,8,yes,yes,r programming,cloud computing,poor,medium,Software Engineering,system developer,Cloud Services,yes,Guide,Management,hard worker,yes,yes,Web Developer
+1,0,3,8,yes,no,python,system designing,medium,poor,Management,Business process analyst,SAaS services,yes,Dictionaries,Management,smart worker,yes,yes,Web Developer
+3,0,6,3,yes,no,hadoop,cloud computing,excellent,medium,parallel computing,testing,product development,no,Art,Technical,smart worker,no,no,Web Developer
+8,1,3,8,yes,no,full stack,game development,poor,medium,networks,system developer,SAaS services,yes,Dictionaries,Management,smart worker,no,no,Web Developer
+2,1,8,1,yes,no,distro making,game development,excellent,medium,data engineering,Business process analyst,Service Based,no,Science fiction,Management,smart worker,no,no,Web Developer
+8,3,3,5,yes,no,shell programming,hacking,poor,medium,data engineering,cloud computing,Finance,yes,Journals,Management,hard worker,yes,no,Web Developer
+6,0,3,7,yes,no,machine learning,game development,poor,excellent,parallel computing,developer,product development,no,Fantasy,Technical,smart worker,yes,no,Web Developer
+3,1,3,9,no,no,app development,database security,medium,poor,programming,testing,Cloud Services,no,Horror,Management,smart worker,yes,no,Web Developer
+1,1,6,4,yes,yes,information security,web technologies,excellent,medium,data engineering,system developer,SAaS services,yes,Poetry,Management,smart worker,yes,yes,Web Developer
+8,5,3,6,no,yes,hadoop,data science,medium,excellent,data engineering,cloud computing,Product based,yes,Prayer books,Technical,hard worker,yes,yes,Web Developer
+5,4,8,6,yes,yes,hadoop,database security,excellent,medium,Management,cloud computing,product development,no,Trilogy,Management,smart worker,no,no,Web Developer
+6,1,5,2,yes,no,distro making,database security,poor,poor,hacking,cloud computing,Finance,no,Art,Technical,smart worker,yes,yes,Web Developer
+1,3,5,1,yes,yes,shell programming,cloud computing,medium,medium,Software Engineering,testing,product development,yes,Self help,Management,hard worker,yes,yes,Web Developer
+1,2,1,8,yes,yes,shell programming,testing,medium,excellent,data engineering,security,Testing and Maintainance Services,no,Comics,Technical,smart worker,no,no,Web Developer
+2,0,5,8,yes,yes,python,database security,poor,medium,Computer Architecture,Business process analyst,product development,no,Science,Management,hard worker,yes,no,Web Developer
+3,5,4,3,no,yes,r programming,hacking,excellent,poor,networks,system developer,Testing and Maintainance Services,no,Science,Technical,smart worker,no,yes,Web Developer
+3,3,2,3,no,yes,python,database security,poor,medium,Software Engineering,security,BPA,yes,Horror,Management,smart worker,yes,no,Web Developer
+9,6,3,3,yes,yes,information security,hacking,medium,excellent,hacking,security,Service Based,no,Religion-Spirituality,Management,smart worker,yes,no,Web Developer
+6,5,1,7,no,yes,full stack,data science,poor,excellent,hacking,developer,Finance,no,Health,Management,smart worker,yes,no,Web Developer
+5,5,2,8,yes,yes,shell programming,testing,poor,excellent,Computer Architecture,cloud computing,Product based,no,Encyclopedias,Technical,hard worker,yes,yes,Web Developer
+6,4,8,3,no,yes,distro making,cloud computing,medium,poor,programming,testing,BPA,no,Self help,Management,smart worker,no,yes,Web Developer
+4,2,7,2,no,no,distro making,game development,excellent,excellent,hacking,system developer,Testing and Maintainance Services,yes,Fantasy,Management,smart worker,yes,yes,Web Developer
+3,4,1,8,no,no,full stack,system designing,medium,medium,cloud computing,developer,BPA,yes,Math,Technical,smart worker,yes,yes,Web Developer
+3,1,5,6,yes,yes,distro making,data science,excellent,poor,Software Engineering,system developer,Finance,yes,Horror,Technical,smart worker,no,no,Web Developer
+4,1,9,4,yes,yes,distro making,system designing,medium,poor,Management,testing,Product based,no,Comics,Management,smart worker,no,no,Web Developer
+9,2,2,1,yes,yes,python,cloud computing,poor,poor,IOT,Business process analyst,Cloud Services,no,Fantasy,Technical,hard worker,yes,yes,Web Developer
+8,5,1,8,no,yes,distro making,data science,poor,poor,cloud computing,security,SAaS services,yes,Science fiction,Management,smart worker,yes,no,Web Developer
+8,3,1,1,yes,yes,distro making,system designing,excellent,medium,parallel computing,developer,Testing and Maintainance Services,yes,Romance,Management,hard worker,yes,no,Web Developer
+8,6,8,1,no,yes,python,testing,poor,excellent,Software Engineering,testing,Service Based,yes,Religion-Spirituality,Technical,smart worker,yes,yes,Web Developer
+2,5,4,1,no,yes,hadoop,hacking,poor,excellent,hacking,security,Service Based,yes,Prayer books,Technical,hard worker,yes,no,Web Developer
+9,0,6,9,no,yes,hadoop,database security,excellent,medium,parallel computing,Business process analyst,Finance,no,Journals,Technical,hard worker,yes,no,Web Developer
+3,2,6,6,yes,no,full stack,web technologies,excellent,poor,parallel computing,cloud computing,Cloud Services,no,Fantasy,Technical,hard worker,yes,yes,Web Developer
+1,6,1,9,no,no,app development,testing,poor,excellent,Computer Architecture,testing,BPA,yes,Drama,Technical,smart worker,yes,yes,Web Developer
+7,4,2,9,yes,no,information security,database security,poor,medium,Management,developer,SAaS services,yes,Guide,Management,smart worker,no,yes,Web Developer
+5,5,4,2,no,yes,shell programming,data science,medium,excellent,programming,testing,Product based,yes,Comics,Technical,hard worker,no,yes,Web Developer
+4,3,1,2,yes,yes,machine learning,database security,medium,poor,networks,developer,SAaS services,no,Journals,Technical,smart worker,yes,yes,Web Developer
+7,3,8,9,yes,no,app development,game development,poor,excellent,Software Engineering,developer,Service Based,no,Trilogy,Management,smart worker,no,no,Web Developer
+4,5,8,8,no,no,r programming,testing,poor,poor,parallel computing,system developer,BPA,no,Science fiction,Technical,hard worker,yes,no,Web Developer
+8,5,6,9,no,yes,app development,testing,medium,poor,Software Engineering,testing,BPA,no,Horror,Management,hard worker,yes,yes,Web Developer
+8,0,3,5,yes,yes,information security,web technologies,medium,excellent,parallel computing,testing,Service Based,yes,History,Technical,hard worker,no,no,Web Developer
+4,4,1,5,no,yes,distro making,system designing,poor,poor,data engineering,testing,Sales and Marketing,no,Math,Management,smart worker,yes,no,Web Developer
+9,2,8,8,no,no,hadoop,hacking,poor,poor,programming,security,Web Services,no,Prayer books,Technical,hard worker,yes,no,Web Developer
+6,5,5,5,yes,no,r programming,game development,medium,poor,hacking,security,Product based,yes,Comics,Management,smart worker,yes,yes,Web Developer
+7,3,4,8,no,no,r programming,hacking,poor,poor,Management,Business process analyst,product development,yes,Childrens,Management,hard worker,no,no,Web Developer
+3,6,5,6,yes,no,python,system designing,poor,poor,hacking,security,SAaS services,no,Math,Technical,smart worker,yes,yes,Web Developer
+9,0,4,7,no,no,full stack,hacking,excellent,poor,programming,system developer,Finance,yes,Fantasy,Technical,smart worker,no,no,Web Developer
+1,0,5,5,yes,no,machine learning,hacking,excellent,excellent,Software Engineering,developer,Web Services,no,Encyclopedias,Technical,smart worker,yes,yes,Web Developer
+5,0,2,3,yes,no,information security,data science,medium,poor,IOT,system developer,SAaS services,yes,Action and Adventure,Management,smart worker,yes,no,Web Developer
+3,6,2,6,no,yes,information security,data science,poor,excellent,IOT,developer,Product based,yes,Encyclopedias,Management,smart worker,no,yes,Web Developer
+9,3,7,2,yes,yes,full stack,system designing,medium,poor,cloud computing,developer,product development,yes,Health,Management,hard worker,no,no,Web Developer
+7,3,2,7,yes,no,machine learning,game development,poor,poor,Software Engineering,Business process analyst,Product based,no,Guide,Management,smart worker,yes,no,Web Developer
+3,1,1,4,no,yes,app development,testing,excellent,excellent,data engineering,Business process analyst,BPA,yes,Math,Technical,smart worker,no,yes,Web Developer
+6,2,6,5,no,yes,app development,system designing,excellent,excellent,parallel computing,testing,Testing and Maintainance Services,yes,Art,Management,smart worker,no,yes,Web Developer
+3,0,1,4,yes,no,information security,data science,medium,poor,parallel computing,system developer,SAaS services,yes,Comics,Technical,smart worker,no,yes,Web Developer
+4,2,6,5,yes,no,machine learning,web technologies,medium,medium,Management,security,Service Based,yes,Romance,Technical,smart worker,yes,yes,Web Developer
+5,1,3,1,no,yes,distro making,system designing,medium,medium,networks,Business process analyst,BPA,yes,Biographies,Management,smart worker,no,yes,Web Developer
+8,0,5,4,yes,yes,shell programming,cloud computing,poor,poor,Management,security,SAaS services,no,Action and Adventure,Management,hard worker,yes,no,Web Developer
+3,0,4,7,yes,yes,hadoop,system designing,excellent,poor,Management,testing,SAaS services,no,History,Technical,smart worker,yes,yes,Web Developer
+2,1,1,1,yes,no,shell programming,data science,medium,medium,networks,testing,Finance,no,Science fiction,Technical,smart worker,yes,no,Web Developer
+1,3,9,1,yes,yes,machine learning,hacking,medium,poor,networks,developer,BPA,yes,Encyclopedias,Management,hard worker,no,yes,Web Developer
+1,0,6,4,no,yes,full stack,web technologies,poor,excellent,Computer Architecture,cloud computing,Testing and Maintainance Services,no,Guide,Technical,hard worker,no,no,Web Developer
+3,2,4,8,yes,no,full stack,hacking,excellent,poor,parallel computing,developer,Product based,yes,Biographies,Management,smart worker,no,no,Web Developer
+2,0,6,2,yes,yes,information security,cloud computing,medium,poor,Software Engineering,security,Finance,no,Science,Management,smart worker,yes,no,Web Developer
+8,6,4,6,no,yes,machine learning,web technologies,poor,medium,cloud computing,system developer,product development,yes,Fantasy,Management,smart worker,yes,no,Web Developer
+1,0,9,7,no,no,distro making,cloud computing,excellent,excellent,Computer Architecture,system developer,SAaS services,yes,Cookbooks,Technical,smart worker,no,yes,Web Developer
+3,2,6,5,yes,no,hadoop,database security,excellent,medium,parallel computing,developer,Web Services,yes,Biographies,Management,smart worker,yes,yes,Web Developer
+7,5,9,4,no,yes,python,web technologies,excellent,poor,programming,developer,Product based,no,Action and Adventure,Technical,smart worker,yes,yes,Web Developer
+8,0,1,5,no,no,python,testing,poor,poor,programming,developer,SAaS services,yes,Art,Technical,smart worker,no,no,Web Developer
+7,3,7,4,yes,yes,hadoop,game development,poor,poor,networks,cloud computing,Product based,no,Religion-Spirituality,Management,hard worker,no,yes,Web Developer
+9,6,6,6,yes,yes,full stack,testing,poor,excellent,hacking,system developer,Finance,no,Fantasy,Technical,hard worker,yes,yes,Web Developer
+1,6,6,3,no,yes,hadoop,hacking,medium,medium,IOT,testing,Sales and Marketing,no,Science,Management,smart worker,no,yes,Web Developer
+1,1,7,1,yes,no,machine learning,data science,poor,medium,networks,developer,Product based,no,Art,Management,hard worker,no,no,Web Developer
+2,0,8,5,yes,yes,app development,data science,excellent,medium,parallel computing,cloud computing,Service Based,no,Religion-Spirituality,Management,hard worker,yes,no,Web Developer
+7,2,3,2,yes,no,shell programming,database security,poor,excellent,Management,testing,Web Services,yes,Poetry,Management,hard worker,yes,no,Web Developer
+7,1,8,3,yes,no,full stack,testing,poor,excellent,hacking,testing,Testing and Maintainance Services,no,Journals,Technical,hard worker,yes,yes,Web Developer
+9,3,2,5,no,no,information security,web technologies,excellent,poor,hacking,developer,Web Services,no,Religion-Spirituality,Management,hard worker,yes,yes,Web Developer
+4,3,5,3,yes,no,shell programming,database security,medium,excellent,programming,security,Sales and Marketing,no,Math,Technical,smart worker,no,yes,Web Developer
+6,5,6,5,yes,yes,r programming,web technologies,excellent,poor,cloud computing,cloud computing,Web Services,yes,Autobiographies,Management,hard worker,no,no,Web Developer
+4,2,8,9,no,yes,information security,hacking,poor,poor,parallel computing,cloud computing,Web Services,no,Horror,Technical,smart worker,yes,yes,Web Developer
+4,1,1,4,no,yes,information security,system designing,excellent,poor,programming,security,BPA,yes,Horror,Technical,smart worker,no,yes,Web Developer
+2,1,5,2,yes,no,information security,system designing,poor,medium,Software Engineering,developer,Web Services,yes,Math,Management,hard worker,no,yes,Web Developer
+1,0,8,8,yes,yes,r programming,web technologies,excellent,poor,cloud computing,testing,product development,yes,Diaries,Management,hard worker,no,no,Web Developer
+1,3,8,4,no,no,distro making,game development,medium,medium,Software Engineering,security,SAaS services,yes,Cookbooks,Management,hard worker,no,no,Web Developer
+6,2,3,6,no,no,shell programming,cloud computing,poor,excellent,hacking,cloud computing,Product based,yes,Horror,Technical,hard worker,no,no,Web Developer
+6,4,7,2,no,yes,machine learning,hacking,poor,excellent,networks,cloud computing,Service Based,yes,Self help,Management,smart worker,yes,no,Web Developer
+6,4,7,1,no,yes,hadoop,game development,medium,excellent,parallel computing,system developer,Cloud Services,yes,Self help,Technical,smart worker,yes,no,Web Developer
+4,0,5,9,yes,yes,distro making,database security,poor,medium,Management,system developer,Web Services,no,Science,Management,hard worker,no,yes,Web Developer
+4,5,7,8,no,yes,shell programming,testing,medium,medium,data engineering,security,Finance,no,Science fiction,Technical,hard worker,yes,no,Web Developer
+9,0,2,5,no,yes,r programming,game development,poor,excellent,cloud computing,testing,Product based,yes,Health,Management,hard worker,no,no,Web Developer
+1,2,1,4,no,no,r programming,database security,poor,medium,Management,developer,Product based,no,Poetry,Technical,smart worker,no,no,Web Developer
+9,1,6,6,yes,yes,app development,data science,poor,poor,cloud computing,system developer,Testing and Maintainance Services,yes,Guide,Management,hard worker,yes,no,Web Developer
+8,1,8,1,no,no,information security,data science,poor,medium,Computer Architecture,developer,Product based,yes,Trilogy,Management,hard worker,yes,yes,Web Developer
+1,6,6,3,yes,yes,app development,data science,excellent,poor,Management,testing,Finance,yes,Dictionaries,Management,hard worker,no,no,Web Developer
+3,5,3,4,yes,no,machine learning,hacking,excellent,excellent,networks,cloud computing,Cloud Services,no,Self help,Technical,hard worker,yes,yes,Web Developer
+2,5,4,1,yes,no,machine learning,hacking,medium,excellent,Computer Architecture,Business process analyst,Finance,no,Biographies,Management,smart worker,yes,no,Web Developer
+2,6,5,6,yes,no,shell programming,data science,poor,poor,parallel computing,developer,BPA,no,Guide,Management,smart worker,yes,yes,Web Developer
+1,1,4,6,yes,yes,distro making,game development,excellent,excellent,Management,security,product development,yes,Mystery,Technical,hard worker,no,yes,Web Developer
+3,6,8,9,yes,no,hadoop,cloud computing,excellent,excellent,networks,Business process analyst,Web Services,yes,Science,Technical,hard worker,no,no,Web Developer
+4,0,3,4,yes,yes,r programming,testing,poor,excellent,hacking,Business process analyst,Finance,no,Guide,Technical,smart worker,no,no,Web Developer
+3,4,8,5,yes,no,r programming,testing,excellent,poor,parallel computing,system developer,BPA,no,Art,Technical,smart worker,yes,yes,Web Developer
+5,2,7,6,no,no,python,hacking,medium,excellent,Management,Business process analyst,Sales and Marketing,no,Prayer books,Technical,smart worker,yes,yes,Web Developer
+9,6,4,2,yes,no,python,testing,medium,excellent,Management,Business process analyst,SAaS services,yes,Health,Management,hard worker,no,yes,Web Developer
+4,5,6,6,yes,yes,machine learning,hacking,medium,excellent,IOT,cloud computing,product development,no,Biographies,Technical,hard worker,yes,yes,Web Developer
+8,0,6,6,yes,no,machine learning,testing,poor,poor,parallel computing,cloud computing,Product based,yes,Anthology,Management,hard worker,yes,no,Web Developer
+7,1,7,3,no,yes,machine learning,data science,poor,medium,Computer Architecture,Business process analyst,Web Services,no,Guide,Technical,smart worker,no,no,Web Developer
+2,6,1,8,no,no,information security,database security,poor,excellent,data engineering,cloud computing,Sales and Marketing,no,Romance,Management,smart worker,no,yes,Web Developer
+9,3,4,3,yes,no,app development,game development,medium,excellent,networks,Business process analyst,Sales and Marketing,yes,Autobiographies,Technical,hard worker,yes,no,Web Developer
+2,5,3,3,no,no,shell programming,system designing,excellent,excellent,parallel computing,system developer,BPA,no,Prayer books,Management,smart worker,yes,no,Web Developer
+1,3,5,3,no,no,information security,web technologies,poor,excellent,data engineering,testing,Product based,no,Mystery,Technical,smart worker,yes,yes,Web Developer
+2,4,5,6,yes,no,distro making,system designing,poor,medium,data engineering,developer,Sales and Marketing,yes,Journals,Management,hard worker,no,no,Web Developer
+3,1,7,7,no,no,app development,testing,excellent,medium,IOT,developer,Product based,no,Mystery,Management,smart worker,no,yes,Web Developer
+2,0,1,2,no,yes,r programming,game development,excellent,excellent,programming,security,Cloud Services,no,Anthology,Management,smart worker,yes,yes,Web Developer
+9,5,1,7,yes,no,machine learning,data science,excellent,poor,networks,system developer,Cloud Services,yes,Encyclopedias,Management,hard worker,yes,no,Web Developer
+8,1,5,8,no,yes,information security,testing,excellent,excellent,data engineering,cloud computing,Testing and Maintainance Services,yes,Action and Adventure,Technical,smart worker,no,no,Web Developer
+6,4,3,9,yes,yes,full stack,data science,excellent,poor,Computer Architecture,system developer,Product based,yes,Trilogy,Management,hard worker,yes,yes,Web Developer
+6,1,2,1,yes,no,machine learning,data science,poor,poor,Management,cloud computing,Service Based,no,Guide,Management,smart worker,no,no,Web Developer
+4,0,8,3,no,yes,distro making,data science,poor,poor,Software Engineering,developer,Finance,yes,Trilogy,Technical,smart worker,yes,yes,Web Developer
+2,4,2,2,yes,no,machine learning,testing,medium,medium,cloud computing,testing,SAaS services,no,Health,Management,hard worker,no,no,Web Developer
+1,3,5,5,yes,no,machine learning,testing,medium,excellent,parallel computing,developer,BPA,no,Poetry,Management,hard worker,no,no,Web Developer
+7,4,3,8,yes,no,machine learning,database security,excellent,excellent,data engineering,cloud computing,Service Based,yes,Travel,Management,hard worker,yes,no,Web Developer
+1,3,6,5,no,yes,machine learning,data science,medium,medium,Computer Architecture,security,Web Services,no,Religion-Spirituality,Technical,hard worker,no,no,Web Developer
+7,4,7,7,no,no,python,system designing,medium,medium,IOT,testing,Service Based,yes,Health,Management,smart worker,no,yes,Web Developer
+8,3,3,4,yes,no,hadoop,cloud computing,medium,excellent,cloud computing,Business process analyst,Service Based,yes,Health,Technical,smart worker,yes,yes,Web Developer
+5,6,5,7,no,no,information security,web technologies,excellent,poor,Management,developer,Service Based,yes,Romance,Management,hard worker,no,yes,Web Developer
+1,4,9,3,yes,yes,information security,data science,excellent,excellent,programming,system developer,product development,no,Dictionaries,Management,hard worker,yes,yes,Web Developer
+3,4,5,1,yes,yes,distro making,web technologies,poor,medium,Computer Architecture,Business process analyst,BPA,no,Guide,Technical,hard worker,no,no,Web Developer
+8,5,4,1,no,no,r programming,system designing,medium,excellent,networks,Business process analyst,Service Based,no,Satire,Technical,smart worker,no,yes,Web Developer
+7,1,5,2,no,yes,shell programming,data science,poor,medium,programming,cloud computing,Web Services,yes,Guide,Management,hard worker,no,no,Web Developer
+3,2,8,1,no,no,distro making,cloud computing,poor,medium,IOT,testing,SAaS services,no,Guide,Management,smart worker,no,yes,Web Developer
+2,2,1,8,yes,no,app development,testing,excellent,medium,Computer Architecture,developer,Cloud Services,no,Travel,Technical,smart worker,no,yes,Web Developer
+2,3,5,8,no,no,information security,data science,medium,medium,Computer Architecture,developer,Sales and Marketing,yes,Science fiction,Management,hard worker,yes,no,Web Developer
+8,5,4,1,yes,yes,full stack,game development,poor,medium,hacking,system developer,Finance,yes,Satire,Management,hard worker,no,yes,Web Developer
+5,5,8,9,yes,no,information security,cloud computing,excellent,excellent,programming,system developer,BPA,no,Biographies,Management,smart worker,no,no,Web Developer
+9,1,8,6,yes,no,hadoop,system designing,poor,excellent,Management,system developer,Service Based,yes,Horror,Technical,smart worker,no,no,Web Developer
+5,1,6,4,no,no,shell programming,game development,excellent,medium,Management,cloud computing,Service Based,no,Mystery,Technical,smart worker,no,no,Web Developer
+3,6,4,3,yes,yes,distro making,hacking,medium,poor,programming,testing,SAaS services,no,Mystery,Management,hard worker,yes,yes,Web Developer
+4,0,3,2,no,yes,full stack,testing,excellent,excellent,cloud computing,Business process analyst,Web Services,yes,Encyclopedias,Technical,hard worker,no,yes,Web Developer
+2,5,2,9,no,no,information security,game development,excellent,poor,IOT,security,Product based,no,Satire,Management,smart worker,yes,yes,Web Developer
+6,2,4,3,no,yes,information security,data science,medium,medium,data engineering,developer,BPA,yes,Childrens,Management,smart worker,yes,no,Web Developer
+5,6,1,6,no,no,full stack,database security,poor,poor,cloud computing,testing,Service Based,no,Childrens,Management,smart worker,no,no,Web Developer
+8,3,9,7,no,yes,full stack,web technologies,poor,medium,Software Engineering,testing,product development,no,Comics,Management,smart worker,no,no,Web Developer
+5,4,7,7,no,yes,information security,hacking,poor,excellent,networks,security,Service Based,yes,Encyclopedias,Management,smart worker,yes,no,Web Developer
+7,2,4,6,yes,no,app development,hacking,poor,poor,programming,testing,Testing and Maintainance Services,yes,Fantasy,Management,smart worker,yes,yes,Web Developer
+5,3,5,4,yes,no,r programming,testing,poor,medium,cloud computing,cloud computing,Cloud Services,yes,Guide,Management,smart worker,no,yes,Web Developer
+5,5,6,4,yes,yes,app development,game development,poor,excellent,programming,system developer,BPA,no,Prayer books,Management,smart worker,yes,no,Web Developer
+5,5,8,7,no,no,python,testing,poor,medium,data engineering,system developer,Service Based,no,History,Management,smart worker,no,yes,Web Developer
+2,5,7,5,no,no,shell programming,database security,medium,medium,data engineering,system developer,product development,yes,Religion-Spirituality,Management,hard worker,no,yes,Web Developer
+4,3,2,8,no,yes,app development,testing,medium,medium,Management,testing,BPA,no,Poetry,Technical,hard worker,yes,no,Web Developer
+9,4,2,9,yes,no,hadoop,web technologies,poor,poor,IOT,Business process analyst,Cloud Services,yes,Fantasy,Management,smart worker,no,yes,Web Developer
+9,0,2,6,no,no,r programming,web technologies,excellent,poor,cloud computing,cloud computing,BPA,yes,Health,Technical,smart worker,yes,yes,Web Developer
+3,2,9,2,no,no,machine learning,system designing,medium,poor,data engineering,security,product development,yes,Dictionaries,Management,smart worker,yes,yes,Web Developer
+7,6,1,5,yes,no,hadoop,cloud computing,medium,poor,IOT,system developer,product development,yes,History,Management,hard worker,no,no,Web Developer
+3,4,6,5,yes,no,information security,system designing,poor,medium,hacking,cloud computing,SAaS services,no,Mystery,Technical,smart worker,yes,yes,Web Developer
+8,6,9,4,no,no,shell programming,data science,excellent,medium,Software Engineering,security,Product based,yes,Drama,Management,hard worker,yes,no,Web Developer
+5,6,9,2,yes,no,shell programming,game development,poor,medium,parallel computing,security,Cloud Services,no,Comics,Management,hard worker,yes,yes,Web Developer
+7,3,5,7,no,no,information security,hacking,excellent,medium,IOT,security,Web Services,yes,Prayer books,Management,hard worker,no,no,Web Developer
+8,0,7,4,no,no,distro making,system designing,excellent,excellent,parallel computing,security,Service Based,no,Self help,Technical,hard worker,no,no,Web Developer
+4,5,7,9,no,yes,app development,cloud computing,poor,poor,hacking,Business process analyst,Testing and Maintainance Services,no,Diaries,Technical,hard worker,no,yes,Web Developer
+5,3,3,2,no,no,python,data science,medium,medium,programming,cloud computing,Service Based,yes,Drama,Management,hard worker,no,yes,Web Developer
+4,0,1,5,yes,yes,full stack,testing,excellent,medium,programming,developer,Service Based,no,Math,Technical,smart worker,no,no,Web Developer
+8,1,6,8,yes,no,r programming,game development,excellent,poor,IOT,testing,Finance,yes,Childrens,Technical,hard worker,yes,yes,Web Developer
+4,0,9,7,yes,yes,r programming,database security,poor,excellent,Computer Architecture,testing,product development,yes,Horror,Technical,hard worker,yes,yes,Web Developer
+4,5,4,8,yes,no,full stack,data science,poor,poor,programming,system developer,Cloud Services,no,Trilogy,Management,hard worker,yes,yes,Web Developer
+8,0,7,5,no,no,machine learning,cloud computing,excellent,medium,hacking,developer,Product based,yes,Fantasy,Technical,hard worker,yes,yes,Web Developer
+6,1,3,7,no,no,shell programming,web technologies,poor,medium,data engineering,security,SAaS services,no,Trilogy,Technical,hard worker,yes,yes,Web Developer
+2,6,8,1,yes,no,shell programming,web technologies,excellent,medium,cloud computing,cloud computing,SAaS services,yes,Health,Management,hard worker,no,no,Web Developer
+2,1,8,7,no,yes,machine learning,web technologies,medium,excellent,data engineering,cloud computing,Web Services,no,Autobiographies,Management,smart worker,no,no,Web Developer
+7,0,6,9,no,no,python,web technologies,medium,poor,data engineering,developer,Product based,yes,Fantasy,Management,smart worker,yes,no,Web Developer
+1,6,5,7,yes,no,app development,database security,excellent,excellent,cloud computing,developer,BPA,no,Health,Technical,hard worker,yes,yes,Web Developer
+1,4,1,5,no,yes,shell programming,game development,excellent,excellent,cloud computing,cloud computing,BPA,yes,Guide,Technical,smart worker,yes,no,Web Developer
+9,4,8,3,yes,no,r programming,game development,poor,poor,hacking,security,Finance,yes,Travel,Technical,smart worker,no,yes,Web Developer
+2,4,6,9,yes,yes,information security,web technologies,poor,poor,parallel computing,testing,Product based,no,Health,Technical,smart worker,no,yes,Web Developer
+8,0,2,2,yes,no,app development,testing,medium,medium,Computer Architecture,system developer,Product based,yes,Autobiographies,Management,smart worker,yes,yes,Web Developer
+9,0,7,2,yes,no,full stack,testing,excellent,excellent,IOT,testing,BPA,no,Mystery,Management,smart worker,yes,yes,Web Developer
+7,3,8,6,yes,no,distro making,database security,poor,excellent,hacking,system developer,Product based,yes,Prayer books,Technical,hard worker,no,yes,Web Developer
+8,5,6,6,yes,no,machine learning,cloud computing,excellent,excellent,programming,Business process analyst,product development,no,Guide,Technical,smart worker,no,yes,Web Developer
+1,0,4,7,no,no,python,cloud computing,medium,medium,networks,security,Web Services,yes,Encyclopedias,Technical,smart worker,yes,no,Web Developer
+7,0,3,6,no,yes,shell programming,hacking,poor,medium,programming,testing,Service Based,no,Self help,Technical,smart worker,no,no,Web Developer
+5,5,8,6,no,no,shell programming,data science,poor,poor,data engineering,system developer,Finance,no,Horror,Technical,smart worker,no,yes,Web Developer
+6,2,1,5,yes,yes,distro making,database security,excellent,poor,Software Engineering,system developer,product development,yes,Guide,Management,smart worker,no,yes,Web Developer
+2,2,9,6,no,no,app development,database security,medium,poor,Software Engineering,security,SAaS services,yes,Horror,Technical,hard worker,no,no,Web Developer
+8,3,4,7,yes,no,information security,database security,poor,excellent,programming,developer,Web Services,no,Science fiction,Technical,hard worker,no,no,Web Developer
+5,2,2,9,no,yes,information security,game development,medium,excellent,Management,Business process analyst,Finance,yes,Art,Management,hard worker,yes,no,Web Developer
+5,2,9,1,no,yes,python,data science,excellent,excellent,programming,Business process analyst,Product based,yes,Diaries,Technical,smart worker,yes,no,Web Developer
+2,2,7,6,yes,yes,r programming,game development,excellent,poor,IOT,Business process analyst,Sales and Marketing,yes,Fantasy,Management,smart worker,no,yes,Web Developer
+6,0,7,7,no,yes,machine learning,testing,excellent,excellent,Management,developer,BPA,no,Religion-Spirituality,Technical,smart worker,yes,no,Web Developer
+1,3,2,6,yes,no,r programming,cloud computing,excellent,medium,IOT,cloud computing,BPA,no,Self help,Management,hard worker,yes,no,Web Developer
+3,1,8,4,no,no,distro making,database security,excellent,medium,cloud computing,developer,Finance,yes,Anthology,Technical,smart worker,yes,yes,Web Developer
+5,5,8,5,yes,yes,app development,web technologies,poor,excellent,networks,developer,Cloud Services,no,Math,Management,smart worker,no,no,Web Developer
+6,1,3,9,yes,no,hadoop,cloud computing,poor,medium,Management,testing,Finance,yes,Romance,Technical,hard worker,no,yes,Web Developer
+4,1,1,2,no,yes,shell programming,database security,medium,poor,IOT,Business process analyst,Product based,no,Health,Management,smart worker,yes,yes,Web Developer
+5,4,5,4,yes,yes,information security,testing,poor,medium,Software Engineering,system developer,SAaS services,yes,Math,Technical,hard worker,no,no,Web Developer
+8,3,7,3,yes,no,full stack,data science,excellent,medium,programming,system developer,Cloud Services,no,Series,Management,smart worker,yes,yes,Web Developer
+4,2,6,3,yes,yes,python,hacking,poor,medium,programming,developer,Web Services,no,Health,Technical,smart worker,no,yes,Web Developer
+1,1,9,2,yes,yes,full stack,hacking,excellent,poor,Computer Architecture,security,Service Based,yes,Cookbooks,Management,hard worker,yes,no,Web Developer
+7,3,6,9,no,no,full stack,system designing,poor,medium,Software Engineering,system developer,SAaS services,yes,Horror,Management,smart worker,yes,no,Web Developer
+7,6,7,3,yes,no,shell programming,cloud computing,medium,medium,Software Engineering,system developer,product development,no,Health,Technical,hard worker,yes,yes,Web Developer
+1,2,5,6,yes,no,distro making,system designing,medium,poor,hacking,developer,Testing and Maintainance Services,yes,Self help,Technical,smart worker,no,no,Web Developer
+9,0,4,7,yes,no,r programming,game development,poor,excellent,hacking,security,Cloud Services,yes,History,Technical,hard worker,no,no,Web Developer
+1,3,3,1,no,yes,full stack,web technologies,poor,medium,Management,testing,Product based,no,Romance,Management,smart worker,no,yes,Web Developer
+4,0,6,2,yes,yes,distro making,web technologies,excellent,poor,parallel computing,Business process analyst,Product based,no,Poetry,Technical,smart worker,yes,yes,Web Developer
+4,2,4,2,yes,yes,hadoop,game development,excellent,medium,cloud computing,testing,BPA,yes,Satire,Management,smart worker,yes,no,Web Developer
+5,2,9,8,no,yes,information security,system designing,excellent,medium,programming,system developer,Web Services,no,Comics,Technical,hard worker,no,no,Web Developer
+1,2,8,5,no,no,python,database security,medium,excellent,programming,security,Testing and Maintainance Services,no,Anthology,Management,hard worker,no,yes,Web Developer
+4,3,5,3,no,yes,shell programming,hacking,medium,poor,hacking,testing,product development,yes,Action and Adventure,Technical,hard worker,no,yes,Web Developer
+6,5,1,3,no,yes,full stack,hacking,excellent,excellent,parallel computing,developer,Cloud Services,no,Prayer books,Technical,smart worker,yes,yes,Web Developer
+2,3,7,5,no,yes,python,web technologies,excellent,poor,IOT,testing,Product based,yes,Horror,Management,smart worker,no,no,Web Developer
+8,1,4,8,yes,yes,information security,web technologies,poor,poor,IOT,developer,Cloud Services,no,Anthology,Technical,smart worker,yes,no,Web Developer
+9,5,1,3,no,no,hadoop,cloud computing,medium,excellent,cloud computing,security,product development,yes,Guide,Management,hard worker,no,no,Web Developer
+7,6,7,7,yes,no,information security,database security,poor,excellent,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Math,Technical,hard worker,yes,yes,Web Developer
+7,5,4,9,no,no,machine learning,system designing,poor,poor,Computer Architecture,Business process analyst,Testing and Maintainance Services,no,Trilogy,Management,hard worker,yes,no,Web Developer
+8,0,8,4,no,no,hadoop,web technologies,medium,poor,parallel computing,Business process analyst,Finance,yes,Art,Management,smart worker,yes,no,Web Developer
+9,3,9,8,yes,no,distro making,hacking,medium,medium,Software Engineering,security,product development,no,Self help,Technical,hard worker,yes,yes,Web Developer
+9,0,2,6,yes,yes,information security,system designing,poor,poor,Software Engineering,testing,Web Services,no,Health,Technical,hard worker,no,yes,Web Developer
+7,2,9,8,yes,no,information security,testing,excellent,medium,Computer Architecture,developer,Testing and Maintainance Services,no,Art,Technical,smart worker,no,no,Web Developer
+2,3,7,4,no,no,information security,database security,medium,medium,hacking,system developer,Testing and Maintainance Services,yes,Health,Management,hard worker,yes,no,Web Developer
+5,5,9,8,no,no,app development,cloud computing,medium,medium,parallel computing,cloud computing,Testing and Maintainance Services,yes,Romance,Technical,smart worker,no,yes,Web Developer
+4,0,6,1,yes,yes,r programming,cloud computing,poor,excellent,Computer Architecture,cloud computing,Finance,no,Romance,Technical,smart worker,yes,no,Web Developer
+7,4,1,2,yes,no,app development,database security,excellent,medium,IOT,testing,Service Based,no,Science,Management,smart worker,no,yes,Web Developer
+8,4,5,7,no,yes,distro making,testing,excellent,poor,programming,testing,Web Services,yes,Anthology,Management,smart worker,no,no,Web Developer
+8,5,9,2,yes,yes,full stack,system designing,excellent,poor,cloud computing,developer,Finance,yes,Series,Management,hard worker,yes,yes,Web Developer
+8,6,7,4,yes,no,full stack,web technologies,excellent,excellent,IOT,developer,SAaS services,yes,Self help,Management,smart worker,yes,yes,Web Developer
+3,4,9,8,yes,no,full stack,web technologies,medium,medium,networks,cloud computing,product development,yes,Science fiction,Management,smart worker,no,yes,Web Developer
+2,0,7,5,yes,no,distro making,testing,poor,excellent,networks,Business process analyst,product development,yes,Guide,Management,smart worker,no,yes,Web Developer
+5,6,6,8,no,no,python,game development,poor,poor,Software Engineering,developer,SAaS services,no,History,Management,hard worker,yes,no,Web Developer
+1,0,4,2,yes,no,information security,data science,excellent,medium,cloud computing,system developer,Web Services,yes,Science,Technical,smart worker,yes,no,Web Developer
+5,6,6,2,yes,no,hadoop,database security,excellent,poor,hacking,cloud computing,BPA,no,Health,Management,hard worker,no,yes,Web Developer
+3,3,5,5,yes,yes,python,database security,excellent,medium,parallel computing,security,Testing and Maintainance Services,no,Encyclopedias,Technical,hard worker,yes,yes,Web Developer
+4,0,4,4,no,yes,app development,cloud computing,poor,poor,Management,system developer,Sales and Marketing,no,Drama,Technical,hard worker,yes,no,Web Developer
+2,2,4,5,no,yes,app development,web technologies,medium,poor,programming,system developer,Finance,no,Math,Technical,smart worker,yes,yes,Web Developer
+5,5,1,3,yes,no,distro making,cloud computing,excellent,poor,hacking,system developer,Web Services,no,Horror,Technical,hard worker,yes,yes,Web Developer
+1,1,1,2,no,no,information security,system designing,excellent,excellent,hacking,Business process analyst,BPA,yes,Guide,Management,smart worker,yes,no,Web Developer
+5,5,2,6,yes,no,full stack,system designing,medium,poor,hacking,testing,Testing and Maintainance Services,yes,Poetry,Technical,hard worker,no,yes,Web Developer
+3,3,9,5,no,no,shell programming,data science,excellent,excellent,hacking,cloud computing,Testing and Maintainance Services,no,Comics,Management,smart worker,yes,no,Web Developer
+5,5,2,7,yes,no,hadoop,system designing,excellent,excellent,Computer Architecture,system developer,Service Based,no,Drama,Technical,smart worker,yes,no,Web Developer
+2,3,8,2,no,yes,app development,system designing,medium,poor,cloud computing,Business process analyst,Finance,yes,Trilogy,Technical,smart worker,yes,yes,Web Developer
+7,3,1,4,yes,yes,machine learning,data science,excellent,medium,programming,security,BPA,no,Guide,Management,hard worker,no,no,Web Developer
+9,1,5,6,no,no,shell programming,web technologies,excellent,medium,data engineering,developer,Finance,yes,Drama,Management,smart worker,no,yes,Web Developer
+8,4,6,2,no,yes,distro making,testing,poor,excellent,networks,testing,Web Services,no,Health,Management,hard worker,yes,yes,Web Developer
+9,3,7,2,yes,no,distro making,game development,medium,medium,cloud computing,testing,Sales and Marketing,no,Satire,Management,smart worker,no,no,Web Developer
+8,3,9,7,yes,no,shell programming,game development,poor,medium,networks,cloud computing,Web Services,yes,Guide,Management,smart worker,no,no,Web Developer
+1,1,3,7,no,yes,python,cloud computing,excellent,poor,Management,security,Web Services,no,Mystery,Technical,hard worker,yes,no,Web Developer
+6,6,8,7,yes,no,machine learning,cloud computing,excellent,poor,cloud computing,system developer,Service Based,no,Guide,Technical,smart worker,no,yes,Web Developer
+4,6,8,7,no,no,machine learning,database security,poor,poor,data engineering,security,product development,yes,Self help,Technical,smart worker,yes,yes,Web Developer
+7,2,4,6,yes,no,shell programming,data science,poor,medium,Software Engineering,developer,product development,yes,Mystery,Technical,hard worker,no,no,Web Developer
+5,0,2,6,no,yes,shell programming,cloud computing,poor,poor,hacking,Business process analyst,Web Services,yes,Series,Technical,hard worker,yes,yes,Web Developer
+7,2,5,6,no,yes,full stack,data science,poor,poor,IOT,system developer,Cloud Services,no,Guide,Technical,smart worker,no,no,Web Developer
+3,1,1,9,yes,no,r programming,hacking,medium,poor,networks,system developer,Finance,no,Health,Technical,hard worker,yes,yes,Web Developer
+2,6,4,7,yes,yes,full stack,testing,medium,excellent,Computer Architecture,Business process analyst,Product based,no,Guide,Management,smart worker,no,yes,Web Developer
+4,0,6,6,no,yes,full stack,system designing,medium,excellent,Management,cloud computing,SAaS services,yes,Guide,Technical,smart worker,yes,yes,Web Developer
+5,2,1,3,yes,no,python,testing,excellent,medium,cloud computing,security,BPA,no,Religion-Spirituality,Management,smart worker,no,yes,Web Developer
+6,4,7,8,no,yes,information security,database security,medium,poor,data engineering,developer,Cloud Services,no,Poetry,Management,hard worker,yes,yes,Web Developer
+2,5,7,8,yes,no,python,cloud computing,poor,medium,Management,developer,Sales and Marketing,no,Guide,Management,smart worker,yes,yes,Web Developer
+7,5,9,4,no,yes,machine learning,data science,excellent,poor,Software Engineering,system developer,Web Services,yes,Childrens,Management,hard worker,no,no,Web Developer
+1,1,9,3,no,no,shell programming,hacking,poor,medium,parallel computing,system developer,Finance,no,Mystery,Management,hard worker,yes,no,Web Developer
+9,1,3,1,yes,yes,information security,database security,excellent,medium,IOT,testing,SAaS services,yes,Trilogy,Management,smart worker,yes,yes,Web Developer
+8,0,5,5,no,yes,full stack,database security,medium,excellent,hacking,security,product development,yes,Fantasy,Technical,hard worker,yes,yes,Web Developer
+1,1,2,1,yes,yes,shell programming,data science,excellent,poor,IOT,security,Cloud Services,yes,Anthology,Technical,hard worker,no,no,Web Developer
+7,5,1,3,no,no,app development,web technologies,poor,poor,networks,cloud computing,Finance,yes,Horror,Management,hard worker,yes,yes,Web Developer
+6,6,8,5,no,yes,hadoop,database security,medium,poor,hacking,cloud computing,product development,no,Romance,Technical,hard worker,no,no,Web Developer
+9,1,4,7,no,yes,machine learning,web technologies,poor,excellent,Management,developer,Finance,yes,History,Management,hard worker,no,yes,Web Developer
+4,2,9,1,yes,yes,app development,testing,excellent,excellent,Software Engineering,system developer,Sales and Marketing,yes,Anthology,Technical,hard worker,no,no,Web Developer
+5,3,6,7,yes,no,information security,testing,medium,medium,IOT,security,Testing and Maintainance Services,yes,Dictionaries,Management,smart worker,yes,yes,Web Developer
+2,6,3,1,no,yes,r programming,database security,medium,excellent,programming,testing,Testing and Maintainance Services,no,Math,Technical,smart worker,no,yes,Web Developer
+7,0,3,6,yes,no,full stack,testing,poor,medium,Computer Architecture,developer,Testing and Maintainance Services,yes,Anthology,Technical,smart worker,no,no,Web Developer
+2,4,9,1,no,no,hadoop,hacking,excellent,medium,programming,security,Finance,yes,Travel,Management,smart worker,yes,no,Web Developer
+2,0,2,9,yes,yes,hadoop,system designing,excellent,poor,cloud computing,system developer,Sales and Marketing,yes,Dictionaries,Technical,hard worker,yes,no,Web Developer
+7,3,6,1,yes,yes,python,system designing,poor,poor,networks,Business process analyst,Cloud Services,yes,Drama,Technical,hard worker,yes,no,Web Developer
+8,2,9,7,yes,no,full stack,web technologies,medium,poor,hacking,Business process analyst,Sales and Marketing,no,Anthology,Technical,hard worker,yes,no,Web Developer
+5,4,5,3,no,yes,r programming,web technologies,excellent,medium,Software Engineering,developer,Finance,no,Drama,Technical,hard worker,no,yes,Web Developer
+1,2,9,3,yes,yes,machine learning,database security,medium,poor,programming,system developer,Finance,yes,Horror,Management,smart worker,yes,yes,Web Developer
+1,2,5,5,yes,yes,shell programming,game development,poor,medium,data engineering,cloud computing,Cloud Services,no,Cookbooks,Management,hard worker,yes,yes,Web Developer
+8,5,3,3,no,no,full stack,database security,poor,poor,Software Engineering,cloud computing,Web Services,yes,Diaries,Technical,smart worker,no,no,Web Developer
+8,6,9,4,no,no,app development,database security,excellent,medium,Software Engineering,system developer,Cloud Services,no,Action and Adventure,Technical,smart worker,yes,yes,Web Developer
+9,2,4,1,no,yes,hadoop,system designing,poor,excellent,Software Engineering,developer,BPA,no,Health,Technical,hard worker,yes,no,Web Developer
+6,6,6,9,yes,no,information security,database security,medium,excellent,IOT,security,Finance,no,Health,Technical,hard worker,yes,yes,Web Developer
+1,1,2,8,yes,no,hadoop,web technologies,excellent,poor,networks,security,product development,yes,Science fiction,Management,hard worker,no,no,Web Developer
+6,3,3,9,yes,yes,full stack,database security,medium,excellent,Software Engineering,testing,Cloud Services,yes,Horror,Technical,smart worker,no,yes,Web Developer
+1,6,4,1,yes,yes,app development,system designing,poor,excellent,Management,Business process analyst,Finance,yes,Horror,Technical,smart worker,no,no,Web Developer
+9,6,4,8,yes,yes,machine learning,testing,excellent,poor,Software Engineering,testing,Sales and Marketing,yes,Science,Management,hard worker,no,yes,Web Developer
+9,0,5,2,yes,yes,hadoop,data science,medium,poor,Software Engineering,cloud computing,Cloud Services,no,Diaries,Management,smart worker,yes,yes,Web Developer
+2,1,1,3,no,yes,python,system designing,poor,poor,programming,testing,SAaS services,yes,Anthology,Management,hard worker,no,no,Web Developer
+6,0,1,5,yes,no,machine learning,testing,medium,excellent,programming,developer,Testing and Maintainance Services,no,Series,Management,smart worker,yes,yes,Web Developer
+1,6,9,7,no,yes,python,system designing,excellent,excellent,cloud computing,security,Testing and Maintainance Services,no,Science fiction,Technical,hard worker,yes,yes,Web Developer
+8,4,6,3,no,yes,distro making,game development,excellent,poor,parallel computing,security,Testing and Maintainance Services,no,Health,Technical,smart worker,no,no,Web Developer
+6,2,4,9,no,yes,information security,database security,poor,excellent,networks,testing,SAaS services,yes,Horror,Management,hard worker,yes,yes,Web Developer
+8,3,9,5,no,no,python,database security,poor,medium,Software Engineering,developer,product development,no,Dictionaries,Technical,smart worker,no,no,Web Developer
+3,6,6,8,yes,yes,r programming,data science,excellent,excellent,hacking,security,Product based,no,Horror,Technical,hard worker,no,yes,Web Developer
+4,1,8,8,no,no,r programming,testing,medium,excellent,hacking,cloud computing,Testing and Maintainance Services,yes,Drama,Management,smart worker,no,no,Web Developer
+3,1,3,9,yes,yes,full stack,database security,medium,medium,hacking,cloud computing,Finance,no,History,Technical,smart worker,no,no,Web Developer
+3,5,5,8,no,yes,python,data science,medium,medium,cloud computing,system developer,SAaS services,yes,Self help,Technical,hard worker,yes,yes,Web Developer
+2,1,3,7,yes,no,full stack,testing,excellent,poor,data engineering,security,Sales and Marketing,no,Self help,Management,hard worker,no,yes,Web Developer
+4,4,6,2,no,yes,python,system designing,poor,poor,Computer Architecture,testing,Web Services,yes,Autobiographies,Technical,smart worker,yes,no,Web Developer
+1,5,8,2,yes,yes,distro making,cloud computing,poor,excellent,Software Engineering,security,Product based,no,Encyclopedias,Technical,hard worker,yes,no,Web Developer
+7,5,1,7,yes,yes,machine learning,system designing,medium,poor,cloud computing,testing,Service Based,yes,Horror,Management,hard worker,no,yes,Web Developer
+1,2,4,4,yes,no,r programming,data science,excellent,excellent,Computer Architecture,Business process analyst,BPA,no,Childrens,Technical,hard worker,no,no,Web Developer
+8,4,2,2,no,no,distro making,hacking,poor,poor,data engineering,security,Testing and Maintainance Services,no,Self help,Management,smart worker,no,yes,Web Developer
+9,2,7,1,no,yes,python,cloud computing,medium,excellent,cloud computing,system developer,Finance,no,Journals,Technical,hard worker,no,no,Web Developer
+2,5,3,1,yes,yes,app development,system designing,poor,poor,cloud computing,Business process analyst,SAaS services,no,Comics,Management,smart worker,no,no,Web Developer
+2,5,5,8,no,no,shell programming,database security,excellent,medium,Software Engineering,developer,Service Based,yes,Travel,Technical,hard worker,yes,no,Web Developer
+6,6,7,5,yes,no,distro making,testing,excellent,excellent,IOT,developer,SAaS services,yes,Comics,Management,hard worker,yes,no,Web Developer
+5,2,1,1,no,yes,python,cloud computing,medium,poor,Computer Architecture,cloud computing,Testing and Maintainance Services,yes,Art,Technical,smart worker,no,no,Web Developer
+7,4,8,9,yes,no,full stack,cloud computing,excellent,medium,Software Engineering,Business process analyst,SAaS services,yes,Religion-Spirituality,Management,smart worker,no,yes,Web Developer
+8,6,5,6,no,no,machine learning,hacking,poor,excellent,cloud computing,cloud computing,Web Services,yes,Mystery,Technical,smart worker,no,yes,Web Developer
+1,0,3,8,yes,no,shell programming,testing,poor,poor,IOT,developer,BPA,yes,Series,Management,hard worker,no,no,Web Developer
+8,3,7,6,no,yes,full stack,web technologies,medium,medium,data engineering,security,Service Based,no,Science,Management,hard worker,yes,no,Web Developer
+4,0,7,3,yes,yes,full stack,web technologies,poor,excellent,cloud computing,Business process analyst,Finance,yes,Self help,Technical,smart worker,yes,yes,Web Developer
+5,0,8,5,yes,yes,hadoop,cloud computing,excellent,medium,programming,testing,Cloud Services,no,Guide,Management,hard worker,no,yes,Web Developer
+6,1,5,1,no,no,distro making,game development,poor,excellent,cloud computing,Business process analyst,BPA,no,Religion-Spirituality,Technical,hard worker,no,yes,Web Developer
+3,0,7,6,yes,no,shell programming,web technologies,poor,poor,Computer Architecture,cloud computing,Service Based,no,Action and Adventure,Management,smart worker,yes,no,Web Developer
+1,5,5,2,yes,yes,full stack,game development,excellent,excellent,Computer Architecture,cloud computing,BPA,yes,Travel,Management,smart worker,no,yes,Web Developer
+7,4,7,5,no,yes,full stack,database security,excellent,poor,Software Engineering,security,Web Services,yes,Action and Adventure,Technical,smart worker,yes,yes,Web Developer
+5,1,1,8,yes,yes,machine learning,testing,poor,poor,programming,testing,SAaS services,yes,Religion-Spirituality,Technical,hard worker,yes,no,Web Developer
+5,5,1,3,no,no,python,data science,medium,medium,hacking,system developer,BPA,no,Art,Technical,hard worker,yes,yes,Web Developer
+5,6,8,4,yes,no,shell programming,database security,poor,medium,Software Engineering,security,Service Based,yes,Biographies,Management,smart worker,no,no,Web Developer
+7,0,3,8,yes,yes,distro making,hacking,excellent,poor,cloud computing,developer,Sales and Marketing,yes,Comics,Technical,smart worker,yes,yes,Web Developer
+6,3,2,2,yes,yes,r programming,hacking,poor,excellent,Computer Architecture,system developer,Cloud Services,yes,Art,Management,smart worker,no,yes,Web Developer
+3,5,5,8,yes,yes,full stack,testing,medium,excellent,hacking,security,BPA,no,Journals,Technical,hard worker,no,yes,Web Developer
+3,0,8,4,yes,yes,shell programming,data science,excellent,poor,IOT,testing,Service Based,no,Autobiographies,Management,hard worker,yes,no,Web Developer
+6,1,7,8,yes,no,information security,system designing,excellent,excellent,cloud computing,security,product development,yes,Science fiction,Management,hard worker,no,no,Web Developer
+3,2,7,6,no,yes,information security,database security,medium,poor,networks,developer,Cloud Services,no,Health,Technical,smart worker,no,yes,Web Developer
+3,6,4,4,no,no,full stack,cloud computing,excellent,excellent,parallel computing,system developer,Product based,no,Guide,Technical,hard worker,yes,yes,Web Developer
+2,3,4,7,yes,no,python,game development,excellent,excellent,Software Engineering,cloud computing,Testing and Maintainance Services,no,Action and Adventure,Management,hard worker,no,no,Web Developer
+3,3,8,8,yes,yes,r programming,testing,medium,poor,Management,Business process analyst,SAaS services,no,Horror,Technical,smart worker,yes,no,Web Developer
+4,2,2,8,no,yes,python,database security,poor,excellent,programming,system developer,Cloud Services,yes,Mystery,Management,hard worker,no,no,Web Developer
+1,1,9,4,yes,no,hadoop,game development,medium,medium,Management,system developer,BPA,yes,Trilogy,Management,smart worker,no,yes,Web Developer
+9,1,6,7,no,no,machine learning,cloud computing,excellent,poor,programming,Business process analyst,Cloud Services,yes,Romance,Technical,hard worker,no,yes,Web Developer
+2,4,2,4,yes,yes,distro making,hacking,excellent,medium,data engineering,system developer,SAaS services,yes,Journals,Management,hard worker,no,yes,Web Developer
+3,1,5,1,no,no,information security,web technologies,excellent,excellent,Software Engineering,developer,Sales and Marketing,no,Travel,Management,smart worker,yes,no,Web Developer
+6,2,7,2,no,yes,r programming,testing,excellent,excellent,Software Engineering,cloud computing,BPA,yes,Self help,Technical,hard worker,yes,yes,Web Developer
+3,1,5,6,yes,yes,r programming,web technologies,poor,excellent,programming,cloud computing,SAaS services,yes,Art,Technical,hard worker,no,yes,Web Developer
+9,2,5,2,yes,no,distro making,database security,excellent,poor,data engineering,system developer,BPA,yes,Prayer books,Technical,hard worker,yes,no,Web Developer
+2,2,4,3,no,yes,machine learning,data science,medium,poor,hacking,developer,Service Based,no,Travel,Technical,hard worker,no,no,Web Developer
+1,4,1,7,yes,no,python,testing,excellent,excellent,hacking,developer,Cloud Services,yes,Childrens,Technical,hard worker,yes,no,Web Developer
+4,4,6,7,yes,no,hadoop,game development,excellent,medium,cloud computing,developer,Service Based,yes,Math,Technical,hard worker,yes,no,Web Developer
+2,3,2,6,no,yes,r programming,data science,excellent,medium,hacking,developer,product development,no,Health,Management,hard worker,yes,no,Web Developer
+9,6,5,1,no,yes,information security,web technologies,medium,poor,networks,security,Finance,yes,Childrens,Management,hard worker,no,yes,Web Developer
+2,5,9,5,yes,no,full stack,database security,excellent,poor,Management,cloud computing,Finance,yes,Poetry,Technical,smart worker,no,yes,Web Developer
+1,6,5,2,yes,no,information security,system designing,poor,poor,cloud computing,Business process analyst,SAaS services,no,Childrens,Management,smart worker,yes,no,Web Developer
+1,2,1,5,no,yes,distro making,testing,poor,poor,parallel computing,testing,Service Based,yes,Self help,Technical,hard worker,no,yes,Web Developer
+3,1,4,4,yes,yes,r programming,cloud computing,medium,poor,Software Engineering,cloud computing,Product based,no,Fantasy,Technical,smart worker,yes,yes,Web Developer
+7,6,9,2,no,yes,hadoop,system designing,poor,excellent,Computer Architecture,testing,Web Services,yes,Science,Technical,smart worker,yes,no,Web Developer
+8,5,9,8,no,no,information security,hacking,excellent,medium,networks,testing,Cloud Services,no,Cookbooks,Technical,smart worker,no,yes,Web Developer
+9,0,5,9,yes,no,full stack,hacking,excellent,excellent,Software Engineering,developer,Service Based,yes,Fantasy,Management,smart worker,yes,no,Web Developer
+1,3,9,8,no,no,hadoop,system designing,medium,excellent,Management,Business process analyst,BPA,yes,Health,Management,smart worker,no,yes,Web Developer
+5,5,4,7,yes,yes,app development,data science,excellent,poor,Management,developer,Testing and Maintainance Services,yes,Art,Technical,hard worker,yes,no,Web Developer
+4,5,6,6,no,yes,information security,cloud computing,poor,medium,programming,testing,Finance,no,Poetry,Technical,hard worker,no,no,Web Developer
+9,2,4,3,yes,yes,machine learning,system designing,excellent,medium,programming,Business process analyst,Product based,yes,Prayer books,Technical,hard worker,yes,yes,Web Developer
+2,2,5,9,yes,no,app development,testing,medium,poor,programming,Business process analyst,Sales and Marketing,no,Prayer books,Management,hard worker,yes,yes,Web Developer
+2,3,5,4,yes,no,hadoop,cloud computing,excellent,poor,programming,security,Service Based,no,Encyclopedias,Management,hard worker,yes,yes,Web Developer
+5,4,7,2,yes,yes,information security,web technologies,medium,medium,networks,cloud computing,Testing and Maintainance Services,yes,Mystery,Technical,hard worker,no,no,Web Developer
+4,5,4,4,yes,yes,full stack,web technologies,poor,excellent,IOT,Business process analyst,Service Based,yes,Self help,Management,smart worker,no,yes,Web Developer
+5,5,3,7,yes,yes,information security,system designing,medium,medium,Software Engineering,security,Product based,yes,Horror,Technical,smart worker,yes,no,Web Developer
+4,5,9,7,no,no,information security,system designing,medium,excellent,cloud computing,security,Sales and Marketing,yes,Art,Management,smart worker,no,no,Web Developer
+1,6,1,4,yes,yes,distro making,cloud computing,poor,excellent,networks,security,Sales and Marketing,yes,Childrens,Management,hard worker,no,no,Web Developer
+1,0,7,9,no,yes,hadoop,cloud computing,poor,poor,hacking,testing,SAaS services,no,Science,Technical,hard worker,yes,no,Web Developer
+7,3,9,2,no,no,python,hacking,medium,excellent,Software Engineering,security,Cloud Services,no,Health,Management,hard worker,yes,no,Web Developer
+3,3,9,4,no,no,python,system designing,excellent,excellent,parallel computing,system developer,BPA,yes,Anthology,Management,smart worker,yes,yes,Web Developer
+4,0,2,7,yes,yes,machine learning,game development,excellent,medium,parallel computing,testing,Cloud Services,yes,Biographies,Management,smart worker,yes,no,Web Developer
+3,6,6,7,no,yes,full stack,testing,poor,poor,IOT,testing,SAaS services,yes,Journals,Management,smart worker,no,no,Web Developer
+3,2,8,7,no,yes,python,game development,medium,medium,programming,security,product development,yes,Dictionaries,Management,hard worker,yes,no,Web Developer
+4,3,7,3,yes,no,app development,database security,poor,excellent,data engineering,testing,Product based,yes,Horror,Management,hard worker,no,yes,Web Developer
+3,1,6,2,yes,no,shell programming,system designing,excellent,excellent,cloud computing,testing,Service Based,yes,Romance,Technical,smart worker,yes,no,Web Developer
+3,0,8,9,yes,yes,distro making,web technologies,poor,excellent,Software Engineering,testing,Finance,yes,Travel,Technical,smart worker,no,no,Web Developer
+1,5,2,7,yes,yes,python,database security,medium,excellent,programming,security,Web Services,yes,Journals,Management,hard worker,no,no,Web Developer
+5,5,9,1,yes,yes,shell programming,web technologies,excellent,medium,data engineering,developer,product development,yes,Prayer books,Management,hard worker,no,no,Web Developer
+6,4,7,8,no,yes,information security,data science,poor,medium,programming,developer,Cloud Services,no,Encyclopedias,Management,smart worker,yes,yes,Web Developer
+8,6,3,8,yes,yes,app development,game development,medium,medium,Computer Architecture,security,SAaS services,no,Prayer books,Management,hard worker,yes,yes,Web Developer
+4,4,3,5,yes,yes,hadoop,data science,medium,medium,Computer Architecture,developer,Product based,no,Horror,Technical,hard worker,no,yes,Web Developer
+5,4,9,3,no,yes,machine learning,database security,medium,medium,cloud computing,security,Sales and Marketing,no,Guide,Management,smart worker,no,yes,Web Developer
+4,0,4,9,yes,no,app development,hacking,medium,excellent,Software Engineering,Business process analyst,Product based,yes,History,Management,hard worker,no,yes,Web Developer
+6,1,3,5,no,no,shell programming,game development,medium,poor,parallel computing,cloud computing,Product based,yes,Cookbooks,Management,hard worker,no,yes,Web Developer
+4,3,2,7,no,no,app development,cloud computing,medium,poor,IOT,cloud computing,Service Based,yes,Art,Management,smart worker,yes,yes,Web Developer
+7,4,6,1,yes,yes,hadoop,testing,poor,medium,data engineering,developer,product development,yes,Encyclopedias,Technical,smart worker,no,yes,Web Developer
+2,1,9,4,yes,no,machine learning,testing,medium,excellent,IOT,cloud computing,Testing and Maintainance Services,yes,Fantasy,Technical,hard worker,yes,yes,Web Developer
+1,3,7,1,no,no,machine learning,database security,medium,medium,Management,security,Testing and Maintainance Services,yes,Travel,Management,hard worker,no,yes,Web Developer
+3,3,7,2,yes,yes,hadoop,database security,poor,poor,Software Engineering,developer,Cloud Services,yes,History,Management,smart worker,yes,no,Web Developer
+8,4,4,3,yes,no,full stack,web technologies,excellent,excellent,Management,security,Cloud Services,yes,Drama,Technical,smart worker,no,yes,Web Developer
+5,3,8,7,no,yes,app development,testing,medium,poor,Management,system developer,Service Based,no,Comics,Management,hard worker,no,yes,Web Developer
+3,2,4,1,no,no,distro making,testing,excellent,medium,Computer Architecture,testing,product development,no,Guide,Technical,smart worker,yes,no,Web Developer
+7,2,8,4,yes,yes,machine learning,web technologies,excellent,poor,parallel computing,developer,Service Based,yes,Biographies,Management,hard worker,no,yes,Web Developer
+6,4,2,9,yes,yes,distro making,database security,medium,medium,networks,cloud computing,Service Based,no,Drama,Management,smart worker,no,yes,Web Developer
+2,6,3,1,yes,no,r programming,hacking,excellent,medium,IOT,Business process analyst,Cloud Services,no,History,Technical,hard worker,yes,yes,Web Developer
+1,6,4,4,yes,yes,machine learning,data science,poor,excellent,data engineering,developer,Cloud Services,yes,Guide,Management,smart worker,yes,no,Web Developer
+1,4,3,6,no,yes,hadoop,game development,medium,medium,parallel computing,Business process analyst,Web Services,no,Religion-Spirituality,Management,hard worker,no,yes,Web Developer
+6,5,6,4,yes,no,machine learning,web technologies,excellent,medium,parallel computing,Business process analyst,Sales and Marketing,no,Childrens,Technical,smart worker,yes,yes,Web Developer
+7,6,2,6,no,no,r programming,hacking,medium,medium,programming,testing,product development,no,Horror,Management,smart worker,yes,no,Web Developer
+1,3,4,6,yes,no,r programming,testing,poor,medium,Software Engineering,Business process analyst,Sales and Marketing,no,Satire,Technical,hard worker,no,no,Web Developer
+4,0,8,6,no,yes,shell programming,data science,poor,excellent,networks,Business process analyst,product development,yes,Encyclopedias,Management,hard worker,yes,no,Web Developer
+3,0,3,1,yes,yes,hadoop,data science,excellent,poor,Computer Architecture,cloud computing,Service Based,no,Science fiction,Technical,hard worker,yes,yes,Web Developer
+6,0,4,8,yes,yes,information security,data science,poor,medium,IOT,system developer,Service Based,yes,History,Management,hard worker,yes,yes,Web Developer
+3,2,5,2,no,yes,distro making,cloud computing,poor,poor,parallel computing,testing,Cloud Services,yes,Self help,Technical,smart worker,yes,yes,Web Developer
+3,4,2,5,no,no,app development,database security,medium,poor,Management,Business process analyst,Web Services,no,Drama,Management,smart worker,yes,no,Web Developer
+2,6,9,2,yes,yes,distro making,testing,excellent,excellent,data engineering,cloud computing,Cloud Services,yes,Science,Technical,smart worker,no,yes,Web Developer
+4,1,6,3,no,yes,distro making,system designing,excellent,excellent,IOT,developer,Sales and Marketing,yes,Satire,Technical,smart worker,yes,no,Web Developer
+1,4,4,5,yes,no,r programming,database security,excellent,excellent,hacking,Business process analyst,product development,yes,Travel,Technical,hard worker,no,yes,Web Developer
+6,0,9,3,yes,yes,app development,testing,excellent,poor,parallel computing,security,Finance,no,Self help,Management,hard worker,no,yes,Web Developer
+7,4,6,3,no,yes,distro making,game development,excellent,excellent,parallel computing,security,product development,yes,Encyclopedias,Technical,hard worker,yes,no,Web Developer
+8,5,8,5,no,no,shell programming,testing,poor,excellent,Computer Architecture,Business process analyst,Cloud Services,no,Fantasy,Management,hard worker,no,no,Web Developer
+6,0,9,3,yes,yes,distro making,database security,poor,poor,data engineering,Business process analyst,Product based,yes,Encyclopedias,Technical,hard worker,no,yes,Web Developer
+5,2,1,6,yes,yes,information security,testing,excellent,poor,Computer Architecture,testing,Cloud Services,yes,Cookbooks,Management,smart worker,yes,no,Web Developer
+4,6,5,5,yes,yes,machine learning,database security,excellent,excellent,Software Engineering,Business process analyst,Finance,no,Prayer books,Management,hard worker,no,yes,Web Developer
+1,3,1,6,no,no,hadoop,game development,medium,medium,IOT,system developer,Product based,no,Encyclopedias,Technical,smart worker,no,no,Web Developer
+6,3,3,1,yes,no,shell programming,testing,poor,excellent,cloud computing,cloud computing,Product based,no,Travel,Management,smart worker,no,no,Web Developer
+8,3,8,7,yes,yes,distro making,cloud computing,medium,medium,Computer Architecture,developer,Finance,yes,Biographies,Technical,hard worker,yes,yes,Web Developer
+6,5,6,8,no,yes,hadoop,game development,excellent,medium,Management,Business process analyst,Cloud Services,yes,Drama,Technical,hard worker,no,no,Web Developer
+8,0,8,6,no,yes,r programming,game development,poor,poor,data engineering,cloud computing,product development,yes,Guide,Management,hard worker,no,yes,Web Developer
+1,2,7,8,yes,no,r programming,testing,excellent,excellent,Computer Architecture,developer,Product based,no,Autobiographies,Technical,smart worker,no,yes,Web Developer
+5,6,9,1,yes,yes,distro making,testing,excellent,excellent,parallel computing,system developer,Cloud Services,yes,Science fiction,Technical,smart worker,yes,yes,Web Developer
+7,1,2,3,yes,no,python,system designing,excellent,medium,data engineering,Business process analyst,Sales and Marketing,yes,Guide,Technical,hard worker,yes,yes,Web Developer
+4,5,3,3,yes,no,full stack,database security,medium,excellent,hacking,cloud computing,Sales and Marketing,yes,Biographies,Management,hard worker,yes,yes,Web Developer
+3,0,4,8,yes,no,machine learning,game development,poor,medium,Software Engineering,security,Web Services,no,Poetry,Technical,hard worker,no,no,Web Developer
+7,1,2,3,yes,no,information security,hacking,medium,medium,Management,developer,SAaS services,yes,Action and Adventure,Management,smart worker,yes,no,Web Developer
+1,4,7,9,no,yes,app development,web technologies,poor,poor,Software Engineering,Business process analyst,SAaS services,no,Health,Management,smart worker,no,no,Web Developer
+8,2,1,6,yes,yes,distro making,hacking,excellent,poor,programming,cloud computing,Product based,no,Science fiction,Management,smart worker,no,no,Web Developer
+8,5,1,9,no,yes,app development,system designing,excellent,medium,Management,security,Testing and Maintainance Services,no,Comics,Management,hard worker,no,yes,Web Developer
+1,4,2,3,yes,no,information security,database security,poor,poor,Management,cloud computing,Product based,no,Travel,Management,smart worker,yes,yes,Web Developer
+1,5,8,9,no,no,shell programming,game development,poor,medium,Computer Architecture,Business process analyst,Cloud Services,yes,Romance,Technical,smart worker,no,no,Web Developer
+8,5,9,1,yes,yes,hadoop,game development,poor,poor,Computer Architecture,developer,Web Services,no,Trilogy,Management,smart worker,no,no,Web Developer
+3,3,2,7,yes,yes,machine learning,web technologies,poor,medium,networks,developer,Cloud Services,no,Religion-Spirituality,Management,smart worker,yes,yes,Web Developer
+5,4,5,8,no,yes,hadoop,data science,excellent,excellent,parallel computing,cloud computing,product development,no,Trilogy,Management,hard worker,yes,yes,Web Developer
+2,2,1,1,yes,yes,shell programming,data science,poor,excellent,parallel computing,security,Sales and Marketing,no,Series,Management,hard worker,no,no,Web Developer
+5,6,8,8,no,no,machine learning,data science,medium,excellent,Software Engineering,testing,Cloud Services,yes,Romance,Management,hard worker,yes,no,Web Developer
+6,6,3,1,yes,yes,python,web technologies,medium,poor,Computer Architecture,cloud computing,Web Services,yes,Health,Technical,smart worker,no,no,Web Developer
+6,6,6,9,no,yes,python,data science,poor,poor,hacking,security,Product based,yes,Comics,Management,hard worker,no,no,Web Developer
+6,4,4,7,no,no,full stack,testing,poor,medium,IOT,Business process analyst,Web Services,yes,Trilogy,Management,hard worker,no,yes,Web Developer
+3,6,6,9,no,no,python,system designing,excellent,poor,cloud computing,system developer,BPA,yes,Autobiographies,Technical,hard worker,yes,yes,Web Developer
+8,2,2,3,yes,no,hadoop,data science,excellent,excellent,networks,system developer,Sales and Marketing,no,Science,Technical,hard worker,yes,yes,Web Developer
+6,0,3,1,yes,no,information security,system designing,excellent,medium,data engineering,security,Product based,yes,Health,Technical,hard worker,no,yes,Web Developer
+4,2,6,7,no,yes,shell programming,game development,poor,medium,data engineering,Business process analyst,product development,yes,Horror,Management,smart worker,no,no,Web Developer
+1,5,2,8,no,no,r programming,database security,medium,poor,Management,cloud computing,Sales and Marketing,yes,Math,Management,hard worker,yes,yes,Web Developer
+2,6,3,5,no,yes,shell programming,game development,medium,excellent,Software Engineering,testing,Finance,yes,Prayer books,Management,smart worker,yes,yes,Web Developer
+4,5,5,3,no,no,shell programming,game development,poor,excellent,cloud computing,Business process analyst,BPA,no,Comics,Technical,hard worker,yes,no,Web Developer
+7,1,6,6,yes,yes,shell programming,game development,excellent,medium,IOT,system developer,Service Based,no,Prayer books,Technical,smart worker,yes,no,Web Developer
+2,2,1,8,no,yes,shell programming,cloud computing,excellent,excellent,parallel computing,system developer,BPA,no,Anthology,Management,smart worker,yes,yes,Web Developer
+6,6,4,7,no,no,python,hacking,medium,excellent,IOT,developer,Testing and Maintainance Services,no,Horror,Technical,hard worker,no,no,Web Developer
+9,1,6,7,yes,no,full stack,system designing,medium,excellent,data engineering,testing,Web Services,no,Action and Adventure,Management,smart worker,yes,no,Web Developer
+7,6,6,6,no,yes,python,data science,medium,excellent,Software Engineering,testing,Sales and Marketing,no,Encyclopedias,Management,hard worker,yes,no,Web Developer
+4,5,4,9,yes,no,app development,system designing,poor,poor,cloud computing,developer,SAaS services,yes,Mystery,Technical,smart worker,yes,yes,Web Developer
+9,1,5,4,yes,no,distro making,testing,medium,excellent,cloud computing,cloud computing,SAaS services,no,Trilogy,Management,hard worker,no,yes,Web Developer
+8,3,3,2,no,yes,python,system designing,medium,medium,hacking,Business process analyst,Web Services,no,Mystery,Technical,smart worker,yes,no,Web Developer
+4,3,3,7,no,no,r programming,testing,medium,medium,Management,cloud computing,Product based,yes,Journals,Technical,smart worker,yes,yes,Web Developer
+5,1,3,3,no,yes,information security,database security,excellent,medium,Management,system developer,Testing and Maintainance Services,yes,Anthology,Technical,smart worker,no,no,Web Developer
+4,4,3,3,yes,no,r programming,testing,medium,excellent,programming,developer,Testing and Maintainance Services,yes,Anthology,Management,hard worker,yes,no,Web Developer
+7,4,8,7,yes,no,distro making,testing,medium,medium,cloud computing,developer,SAaS services,no,Diaries,Technical,hard worker,yes,yes,Web Developer
+5,0,9,8,yes,yes,r programming,database security,medium,poor,data engineering,system developer,Finance,yes,Self help,Management,smart worker,no,yes,Web Developer
+3,6,6,5,no,yes,shell programming,hacking,excellent,poor,Software Engineering,developer,Cloud Services,yes,Anthology,Technical,smart worker,no,yes,Web Developer
+7,3,9,6,no,yes,shell programming,web technologies,medium,poor,hacking,system developer,Product based,yes,Guide,Management,smart worker,yes,no,Web Developer
+9,3,5,7,yes,no,full stack,data science,excellent,excellent,IOT,testing,SAaS services,no,Art,Technical,hard worker,yes,no,Web Developer
+5,3,7,3,no,no,hadoop,game development,medium,medium,hacking,cloud computing,BPA,no,Horror,Technical,smart worker,yes,no,Web Developer
+5,5,8,3,no,yes,machine learning,data science,excellent,medium,data engineering,testing,Finance,yes,Poetry,Management,hard worker,no,yes,Web Developer
+3,6,8,9,yes,no,machine learning,game development,poor,medium,cloud computing,Business process analyst,Product based,yes,Action and Adventure,Technical,smart worker,no,no,Web Developer
+5,3,7,2,no,no,r programming,web technologies,excellent,medium,hacking,developer,SAaS services,yes,Cookbooks,Technical,hard worker,no,no,Web Developer
+7,4,3,9,yes,yes,information security,testing,poor,excellent,Management,system developer,Sales and Marketing,no,Guide,Technical,hard worker,yes,yes,Web Developer
+6,6,7,6,no,yes,machine learning,cloud computing,excellent,poor,hacking,security,BPA,no,Drama,Technical,hard worker,yes,yes,Web Developer
+3,1,6,7,yes,no,app development,system designing,medium,medium,data engineering,cloud computing,Sales and Marketing,no,Mystery,Management,hard worker,yes,yes,Web Developer
+3,6,3,4,no,yes,machine learning,web technologies,excellent,medium,IOT,developer,Sales and Marketing,yes,Horror,Management,hard worker,yes,yes,Web Developer
+3,6,3,1,no,no,shell programming,web technologies,excellent,poor,Computer Architecture,developer,Web Services,yes,Guide,Technical,hard worker,yes,yes,Web Developer
+2,4,6,7,no,yes,shell programming,hacking,poor,poor,Computer Architecture,testing,Product based,no,Guide,Technical,smart worker,no,no,Web Developer
+3,0,1,5,yes,yes,distro making,game development,poor,medium,Computer Architecture,cloud computing,Sales and Marketing,yes,Encyclopedias,Management,hard worker,no,yes,Web Developer
+5,2,4,9,no,no,full stack,system designing,poor,poor,networks,security,product development,yes,Health,Management,smart worker,no,yes,Web Developer
+3,1,6,3,no,no,r programming,system designing,poor,excellent,networks,system developer,Web Services,no,Encyclopedias,Management,smart worker,yes,no,Web Developer
+8,2,5,8,yes,yes,distro making,hacking,poor,medium,Computer Architecture,developer,Sales and Marketing,yes,Religion-Spirituality,Management,smart worker,no,yes,Web Developer
+4,1,9,6,yes,yes,hadoop,testing,poor,medium,hacking,Business process analyst,Web Services,no,Guide,Management,hard worker,yes,yes,Web Developer
+2,4,3,6,no,yes,distro making,game development,excellent,excellent,data engineering,testing,Web Services,yes,Drama,Technical,smart worker,yes,no,Web Developer
+6,3,1,3,no,yes,information security,data science,excellent,excellent,programming,system developer,Product based,yes,Diaries,Management,hard worker,no,yes,Web Developer
+4,6,7,1,no,no,full stack,data science,medium,medium,hacking,Business process analyst,Service Based,yes,Guide,Technical,hard worker,yes,no,Web Developer
+3,0,3,1,yes,no,full stack,cloud computing,poor,medium,data engineering,Business process analyst,Finance,yes,Cookbooks,Technical,smart worker,yes,no,Web Developer
+6,2,8,2,yes,yes,information security,hacking,poor,excellent,programming,Business process analyst,Finance,no,Trilogy,Technical,smart worker,yes,yes,Web Developer
+7,2,9,3,no,yes,app development,web technologies,poor,excellent,cloud computing,testing,SAaS services,yes,Travel,Technical,hard worker,no,no,Web Developer
+4,4,5,3,no,no,distro making,data science,excellent,medium,networks,Business process analyst,Product based,no,Health,Technical,hard worker,no,yes,Web Developer
+6,3,8,5,yes,yes,hadoop,hacking,poor,poor,networks,system developer,product development,no,History,Technical,hard worker,no,yes,Web Developer
+5,0,1,8,no,yes,machine learning,testing,excellent,medium,parallel computing,system developer,BPA,no,Trilogy,Management,smart worker,yes,yes,Web Developer
+8,3,9,1,yes,yes,distro making,system designing,medium,poor,parallel computing,testing,Testing and Maintainance Services,yes,Encyclopedias,Technical,hard worker,yes,no,Web Developer
+6,1,7,9,no,no,python,testing,medium,medium,Software Engineering,cloud computing,Cloud Services,yes,Comics,Technical,hard worker,no,no,Web Developer
+3,5,3,1,yes,no,hadoop,system designing,poor,excellent,data engineering,testing,BPA,no,Art,Management,smart worker,yes,yes,Web Developer
+5,4,3,3,yes,yes,distro making,database security,excellent,excellent,parallel computing,cloud computing,Cloud Services,yes,Journals,Technical,smart worker,yes,no,Web Developer
+7,3,1,3,yes,yes,distro making,web technologies,excellent,excellent,data engineering,Business process analyst,Web Services,yes,Trilogy,Technical,smart worker,no,no,Web Developer
+2,6,8,7,no,yes,r programming,web technologies,medium,medium,Software Engineering,testing,Web Services,yes,Journals,Technical,hard worker,no,yes,Web Developer
+4,5,2,1,yes,yes,full stack,hacking,excellent,poor,data engineering,Business process analyst,Web Services,no,Mystery,Technical,hard worker,yes,yes,Web Developer
+7,4,7,4,no,yes,python,cloud computing,medium,medium,Software Engineering,developer,Product based,no,Drama,Technical,hard worker,yes,no,Web Developer
+2,2,5,7,no,yes,machine learning,system designing,medium,poor,IOT,Business process analyst,Service Based,no,Series,Technical,hard worker,yes,yes,Web Developer
+4,5,9,1,yes,yes,information security,testing,excellent,poor,data engineering,system developer,Product based,yes,Trilogy,Management,hard worker,no,yes,Web Developer
+9,2,1,4,no,no,app development,system designing,poor,medium,programming,testing,Service Based,no,Self help,Technical,smart worker,yes,no,Web Developer
+3,3,6,1,yes,yes,machine learning,game development,poor,poor,networks,developer,Finance,yes,Childrens,Management,smart worker,no,yes,Web Developer
+7,0,8,1,yes,yes,distro making,cloud computing,excellent,excellent,parallel computing,system developer,BPA,yes,Science fiction,Technical,hard worker,yes,no,Web Developer
+4,0,5,6,yes,no,full stack,cloud computing,medium,poor,networks,developer,Web Services,no,History,Management,smart worker,yes,yes,Web Developer
+2,4,7,7,yes,no,app development,cloud computing,medium,medium,hacking,Business process analyst,SAaS services,no,Comics,Technical,hard worker,no,no,Web Developer
+4,3,4,1,yes,yes,information security,system designing,poor,poor,IOT,Business process analyst,Web Services,no,Self help,Management,smart worker,yes,yes,Web Developer
+7,2,5,4,yes,yes,hadoop,web technologies,medium,medium,Management,security,Sales and Marketing,yes,Self help,Management,smart worker,yes,yes,Web Developer
+7,2,7,8,no,yes,hadoop,testing,medium,excellent,IOT,developer,Finance,yes,Biographies,Management,hard worker,yes,yes,Web Developer
+6,4,2,1,no,no,machine learning,cloud computing,poor,medium,cloud computing,developer,Product based,yes,Art,Technical,hard worker,no,yes,Web Developer
+8,6,4,6,yes,yes,machine learning,database security,poor,poor,Management,developer,Cloud Services,no,Religion-Spirituality,Technical,hard worker,yes,yes,Web Developer
+6,5,4,1,no,no,distro making,data science,medium,medium,Software Engineering,developer,Service Based,yes,Science fiction,Technical,smart worker,yes,yes,Web Developer
+7,4,1,8,no,no,python,database security,poor,excellent,Software Engineering,developer,Product based,no,Drama,Management,hard worker,yes,no,Web Developer
+8,3,6,5,no,yes,machine learning,web technologies,excellent,medium,networks,developer,Product based,no,Cookbooks,Management,smart worker,yes,yes,Web Developer
+9,5,2,8,no,yes,information security,system designing,excellent,poor,parallel computing,developer,Cloud Services,yes,Series,Technical,hard worker,yes,yes,Web Developer
+7,6,6,6,yes,yes,python,cloud computing,medium,poor,Management,system developer,Service Based,no,Self help,Management,hard worker,yes,yes,Web Developer
+3,0,6,6,no,yes,python,testing,poor,excellent,networks,testing,Cloud Services,no,Dictionaries,Management,hard worker,yes,yes,Web Developer
+7,4,7,3,yes,yes,information security,game development,excellent,medium,IOT,developer,Service Based,no,Satire,Management,smart worker,no,yes,Web Developer
+6,5,1,8,no,no,machine learning,database security,medium,excellent,Computer Architecture,developer,Cloud Services,yes,Self help,Technical,hard worker,no,yes,Web Developer
+6,1,7,7,no,no,shell programming,testing,excellent,medium,hacking,Business process analyst,Finance,no,Prayer books,Technical,hard worker,yes,no,Web Developer
+8,2,8,6,no,no,distro making,game development,poor,poor,networks,system developer,Sales and Marketing,yes,Biographies,Technical,hard worker,no,yes,Web Developer
+5,4,5,3,yes,no,distro making,web technologies,excellent,medium,hacking,developer,product development,no,Fantasy,Management,hard worker,no,yes,Web Developer
+1,3,4,2,yes,no,machine learning,cloud computing,poor,excellent,Software Engineering,developer,Web Services,no,Religion-Spirituality,Technical,hard worker,no,no,Web Developer
+8,3,6,5,no,no,shell programming,web technologies,medium,excellent,IOT,cloud computing,Cloud Services,yes,Action and Adventure,Management,hard worker,no,yes,Web Developer
+2,0,6,5,yes,yes,full stack,data science,poor,excellent,IOT,developer,Testing and Maintainance Services,yes,Horror,Management,smart worker,no,yes,Web Developer
+4,0,3,5,yes,yes,information security,database security,excellent,poor,hacking,developer,SAaS services,no,Guide,Management,hard worker,no,yes,Web Developer
+9,3,9,9,yes,no,full stack,web technologies,poor,excellent,hacking,cloud computing,Product based,no,Drama,Management,hard worker,yes,no,Web Developer
+5,6,9,8,no,no,information security,testing,medium,medium,Management,testing,BPA,no,Travel,Technical,smart worker,yes,no,Web Developer
+9,1,3,4,yes,no,app development,hacking,medium,poor,Management,security,Web Services,yes,Health,Management,smart worker,yes,no,Web Developer
+7,5,6,2,yes,no,shell programming,hacking,poor,poor,Software Engineering,testing,Testing and Maintainance Services,yes,Trilogy,Management,smart worker,no,yes,Web Developer
+6,5,1,8,no,no,machine learning,hacking,excellent,excellent,programming,testing,Testing and Maintainance Services,no,Science,Management,hard worker,no,no,Web Developer
+5,1,6,7,yes,no,distro making,data science,poor,poor,IOT,system developer,Cloud Services,yes,Self help,Technical,hard worker,yes,no,Web Developer
+1,6,4,6,no,no,app development,game development,poor,excellent,data engineering,developer,SAaS services,no,Drama,Technical,smart worker,no,yes,Web Developer
+5,6,2,5,no,yes,information security,database security,excellent,medium,Computer Architecture,security,Sales and Marketing,yes,Drama,Management,smart worker,yes,no,Web Developer
diff --git a/test_py.py b/test_py.py
new file mode 100644
index 0000000..762010c
--- /dev/null
+++ b/test_py.py
@@ -0,0 +1,114 @@
+# -*- coding: utf-8 -*-
+"""test.py
+
+Automatically generated by Colab.
+
+Original file is located at
+ https://colab.research.google.com/drive/1Fjs2CSZdcCGAWHXx_LI_sN-UXqUhPZFt
+"""
+
+import numpy as np
+import matplotlib.pyplot as plt
+from sklearn.tree import DecisionTreeRegressor
+from sklearn.preprocessing import RobustScaler
+from sklearn.metrics import mean_squared_error, r2_score
+
+class GradientBoostingRegressor:
+ def __init__(self, n_estimators=100, learning_rate=0.1, max_depth=3, random_state=None):
+
+ self.n_estimators = n_estimators
+ self.learning_rate = learning_rate
+ self.max_depth = max_depth
+ self.random_state = random_state
+
+ # Storage for trees and initial prediction
+ self.trees = []
+ self.base_prediction = None
+
+ def fit(self, X, y):
+
+ # Set random seed for reproducibility
+ np.random.seed(self.random_state)
+
+ # Initial prediction is mean of target values
+ self.base_prediction = np.mean(y)
+
+ # Initialize predictions with base prediction
+ current_pred = np.full(len(y), self.base_prediction)
+
+ # Iteratively build trees to minimize residuals
+ for _ in range(self.n_estimators):
+ # Compute negative gradient (residuals)
+ residuals = y - current_pred
+
+ # Fit regression tree to residuals
+ tree = DecisionTreeRegressor(
+ max_depth=self.max_depth,
+ random_state=self.random_state
+ )
+ tree.fit(X, residuals)
+
+ # Update predictions with learning rate scaled tree prediction
+ current_pred += self.learning_rate * tree.predict(X)
+
+ # Store the tree
+ self.trees.append(tree)
+
+ return self
+
+ def predict(self, X):
+
+ # Start with base prediction
+ predictions = np.full(len(X), self.base_prediction)
+
+ # Add learning-rate scaled predictions from each tree
+ for tree in self.trees:
+ predictions += self.learning_rate * tree.predict(X)
+
+ return predictions
+
+def load_data(filename):
+ data = np.loadtxt(filename, delimiter=',', skiprows=1)
+ X = data[:, :-1]
+ y = data[:, -1]
+ return X, y
+
+def evaluate_model(X, y, model):
+ """Evaluate model performance"""
+ predictions = model.predict(X)
+ mse = mean_squared_error(y, predictions)
+ r2 = r2_score(y, predictions)
+
+ plt.figure(figsize=(10, 6))
+ plt.scatter(y, predictions, alpha=0.5)
+ plt.plot([y.min(), y.max()], [y.min(), y.max()], 'r--', lw=2)
+ plt.title('Actual vs Predicted Values')
+ plt.xlabel('Actual Values')
+ plt.ylabel('Predicted Values')
+ plt.show()
+
+ print(f"Mean Squared Error: {mse}")
+ print(f"R² Score: {r2}")
+
+ return predictions
+
+def main():
+ # Load and scale data
+ X, y = load_data('data.csv')
+ scaler = RobustScaler()
+ X_scaled = scaler.fit_transform(X)
+
+ # Initialize and fit gradient boosting model
+ gb_model = GradientBoostingRegressor(
+ n_estimators=100,
+ learning_rate=0.1,
+ max_depth=3,
+ random_state=42
+ )
+ gb_model.fit(X_scaled, y)
+
+ # Evaluate model
+ predictions = evaluate_model(X_scaled, y, gb_model)
+
+if __name__ == "__main__":
+ main()
\ No newline at end of file