2025 / Nlp

A Sentiment Analysis System for Health Reviews

Sentiment analysis system for health-related reviews and medical feedback

Primary URL projects/a-sentiment-analysis-system-for-health-reviews/

Owner Kholipha Ahmmad Al-Amin

Best query match A Sentiment Analysis System for Health Reviews 2025

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Project overview

A specialized sentiment analysis system for health reviews using a complete NLP pipeline with text preprocessing, TF-IDF feature extraction, word embeddings, and multi-classifier ML approaches.

Key capabilities

Health review text preprocessing

TF-IDF and word embedding feature extraction

Multi-classifier comparison

Sentiment polarity analysis

Technology stack

Python

NLTK

Scikit-learn

Pandas

NumPy

Matplotlib

Seaborn

WordCloud

Resources

View on GitHub Github

Open resource

Related internal pages

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