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Ukraine Russia war tweet Analysis using Natural Language Processing NLP (Sentimental Analysis)

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shaheerAlam1/ukarine-russia-war-tweet-analysis-using-NLP

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Ukraine Russia War tweets analysis using Natural Language Processing

Features

  • Scrape tweets from Twitter
  • Data cleaning using with multiple techniquies like words lemmatization , stopwords removal etc
  • word embedding
  • tweets sentiments
  • data visualization
  • word cloud
  • training machine learning model by using fetures drived as a output of NLP
  • Random forest Algorithm
  • KFold
  • reading and writing data from text and csv files

Wordcloud

russia ukraine war tweets wordcloud

Purpose

This exercise is just for educational purpose.