End-to-end Twitter sentiment analysis using NLP and Logistic Regression on the Sentiment140 dataset, including text preprocessing, TF-IDF vectorization, model training, evaluation, and persistence.
python nlp data-science machine-learning natural-language-processing sentiment-analysis text-classification scikit-learn nltk logistic-regression twitter-sentiment kaggle-dataset sentiment140 tfdif
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Updated
Jan 27, 2026 - Jupyter Notebook