From 8e752a3768fc754e4633f52e6c31a8958134642c Mon Sep 17 00:00:00 2001 From: Deepak Kumar Majhi Date: Sat, 16 Aug 2025 20:02:30 +0530 Subject: [PATCH 1/2] code for visualization --- gec-section-c/deepak.py | 45 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 45 insertions(+) create mode 100644 gec-section-c/deepak.py diff --git a/gec-section-c/deepak.py b/gec-section-c/deepak.py new file mode 100644 index 0000000..2ae4e4a --- /dev/null +++ b/gec-section-c/deepak.py @@ -0,0 +1,45 @@ +from pyspark.sql import SparkSession +import matplotlib.pyplot as plt +import pandas as pd + +# Start Spark Session +spark = SparkSession.builder.appName("Superstore Analysis").getOrCreate() + +# Load CSV using Spark +df_spark = spark.read.csv("../dataset/sample-superstore.csv", header=True, inferSchema=True) + +# Convert Spark DataFrame to Pandas +df = df_spark.toPandas() + +# Fix datatypes +df["Order Date"] = pd.to_datetime(df["Order Date"], errors="coerce") +df["Sales"] = pd.to_numeric(df["Sales"], errors="coerce") +df["Profit"] = pd.to_numeric(df["Profit"], errors="coerce") + +# Create subplots +fig, axes = plt.subplots(3, 1, figsize=(12, 15)) + +# 1. Sales by Product Category +category_sales = df.groupby("Category")["Sales"].sum() +axes[0].bar(category_sales.index, category_sales.values, color="green", edgecolor="black") +axes[0].set_title("Total Sales by Product Category") +axes[0].set_xlabel("Product Category") +axes[0].set_ylabel("Total Sales") +axes[0].tick_params(axis='x', rotation=45) + +# 2. Profit vs Sales +axes[1].scatter(df["Sales"], df["Profit"], alpha=0.5, color="purple") +axes[1].set_title("Profit vs Sales") +axes[1].set_xlabel("Sales") +axes[1].set_ylabel("Profit") + +# 3. Sales Trend Over Time +sales_trend = df.groupby("Order Date")["Sales"].sum() +axes[2].plot(sales_trend.index, sales_trend.values, color="blue") +axes[2].set_title("Sales Trend Over Time") +axes[2].set_xlabel("Date") +axes[2].set_ylabel("Sales") + +# Adjust layout +plt.tight_layout() +plt.show() From fe5878721d65a9d8b12a5b3917eac740679cc4ef Mon Sep 17 00:00:00 2001 From: Deepak Kumar Majhi Date: Sat, 16 Aug 2025 20:11:40 +0530 Subject: [PATCH 2/2] code updated as well as visualization image added --- gec-section-c/Screenshot 2025-08-16 175327.png | Bin 0 -> 151732 bytes gec-section-c/deepak.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 gec-section-c/Screenshot 2025-08-16 175327.png diff --git a/gec-section-c/Screenshot 2025-08-16 175327.png b/gec-section-c/Screenshot 2025-08-16 175327.png new file mode 100644 index 0000000000000000000000000000000000000000..99ec99093ef923f19798bdc85a58a14f4cc9ef1d GIT binary patch literal 151732 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