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This is an analysis on Black Lives Matter Tweets from Normal People and News Channels using various Unsupervised Natural Language Processing techniques. Tweets starting from 2020-05-25 (death of George Floyd) to 2020-08-01.

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DeepanNarayanaMoorthy/What-Does-BLM-Say

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What-Does-BLM-Say

Scraping BLM Tweets

Open In Colab

  • Scraped BLM Tweets using GetOldTweets3
    • From Normal People
    • From News Channels
      • The New York Times
      • BBCbreaking
      • The Economist
      • Reuters
      • Wall Street Journal
      • Financial Times
      • Guardian
      • Daily Wire
      • CNN
      • MSNBC
      • Blaze TV
      • Free Speech TV
      • HGTV

What does BLM say Part 1

Open In Colab

  • Identifying Most Prominent Words
    • Removing Least Occuring Nouns
    • Plotting Frequencies of Nouns
  • Finding Similar Tweets
    • Top 25 Tweets in Similarity
      • Similarity Heat Map
  • Elementary Sentiment Analysis

What does BLM say Part 2

Open In Colab

  • Extracting Emojis
  • Cluster Identification Using K Means Clustering from SciKit-Learn on
    • BLM Tweets
    • BLM News Tweets
      • Cluster Identification for All news network
      • Cluster Identification for individual news network
  • Sentiment Analysis based on Emojis
  • Sentiment Analysis on News Channel Tweets

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This is an analysis on Black Lives Matter Tweets from Normal People and News Channels using various Unsupervised Natural Language Processing techniques. Tweets starting from 2020-05-25 (death of George Floyd) to 2020-08-01.

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