wubidl-israel/ethiopia-mobile-banking-reviews

Collecting and analyzing mobile banking app reviews from Google Play # Ethiopia Mobile Banking Reviews This project contains a full pipeline for: Task 1: Data Cleaning & Preprocessing Task 2: Sentiment Analysis + Thematic Analysis DistilBERT VADER fallback TF-IDF keyword extraction KMeans clustering Theme assignment per bank Task 3: PostgreSQL Storage Banks table Reviews table Upsert logic SQLAlchemy schema Task 4: Visualization Rating distribution Sentiment distribution Sentiment trends Word clouds Files File Purpose task2_sentiment_theme.py Main sentiment + themes pipeline task3_db_insert.py Database schema + insert task4_visualize.py Plots and wordclouds requirements.txt Dependencies themes_per_bank.json Output from clustering all_reviews_with_sentiment_and_themes.csv Final processed dataset