Analysis category

Nlp

Ready-to-run examples generated from notebook workflows.

Sentiment Analysis of Amazon Reviews

Analyze sentiment in Amazon product reviews using VADER and TextBlob, visualize score distributions, and identify most positive and negative reviews.

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Text Data EDA in Python

Explore a text dataset with word frequency analysis, top bigrams, text length distribution, and TF-IDF keyword extraction.

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Topic Modeling with LDA in Python

Apply LDA topic modeling to a news article dataset, extract coherent topics, and visualize topic-word distributions.

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