Financial Sentiment

Websites

• Social Media

  • ❔ Reddit - praw, pushshift.io

  • Twitter

• News

  • ✔️ Yahoo Finance - selenium

  • ✔️ Business Insider - selenium

  • MSN Money

  • CNBC

  • Financial Times

  • Reuters

  • MarketWatch

  • Wall Street Journal

  • The Guardian

  • Financial Express

  • Finviz

Sentiment Analysis

• Text Blob (textblob), Vader Sentiment (vaderseniment)

  • Stock Market Sentiment Analysis Using Python & Machine Learning

  • Sentiment Analysis in Python with TextBlob and VADER Sentiment (also Dash p.6)

• Natural Language Toolkit (nltk)

  • NLTK with Python 3 for Natural Language Processing

  • Sentiment Analysis with/without NLTK Python

  • Stock News Sentiment Analysis with Python!

• SpaCy

• Flair

Other

• Python with Pandas and Sentiment Analysis for Investing

• Data Visualization GUIs with Dash and Python