/Ukraine_Russia_War

Twitter sentiment analysis on Ukraine Russia War.

Primary LanguageJupyter Notebook

Twitter sentiment analysis on Ukraine Russia War.

Dataset: Link

  • Analyzed 1.3 million+ tweets using BoW and TF-IDF Vectorization Techniques.
  • Among 4 models, attained 96% Accuracy with Logistic Regression and Decision Tree model.
  • Achieved 96% accuracy with Logistic Regression and Decision Tree Model.
  • Libraries: Numpy, Pandas, Seaborn, Matplotlib, RE, NLTK, Scikit-Learn.