Tokopedia Review Scanner
ML pipeline to decode Tokopedia app feedback like a pro.
Python
Project Description
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.
Key Features
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.
Technical Details
Python
My go-to for building robust backends with clean code
Machine Learning
Crunching data with algorithms to predict and analyze stuff