WorkMachine Learning
Tokopedia Review Scanner
ML pipeline to decode Tokopedia app feedback like a pro.
SourceCompleted
This pipeline scrapes and analyzes Tokopedia app reviews from Google Play, using ML to read the sentiment.
It pinpoints what users love or hate, helping devs focus on fixes and features that matter.
Tackles messy Indonesian text, slang included, comparing models to find the top performer.
What it does
- Review Scraper
- Grabs fresh feedback from Play Store.
- Text Cleanup
- Tames messy text for clean analysis.
- Feature Extraction
- Uses TF-IDF and Word2Vec for deep insights.
- Model Testing
- Battles ML models to crown the best.
- Sentiment Scores
- Nails review vibes with precision.
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