Yodahe2021/mobile-banking-review-analysis-ethiopia

Domain:

natural language processing

Record type:

project

Creator:

Yod

Host:

# Bank Reviews Analytics ## Overview Analyzes Google Play Store reviews for CBE, BOA, and Dashen Bank to improve fintech apps. ## Methodology - Task 1: Scrape 400+ reviews per bank using google-play-scraper; preprocess with pandas. - Task 2: Sentiment via DistilBERT; themes via TF-IDF and LDA. - Task 3: Store in PostgreSQL (banks and reviews tables). - Task 4: Insights (drivers/pain points) and visualizations. ## Setup 1. Clone repo. 2. `pip install -r requirements.txt`. 3. Run scripts in `scripts/` order. 4. For DB: Install PostgreSQL, create `bank_reviews` DB. ## Branches - task-1: Scraping/preprocessing. - task-2: Analysis. - task-3: DB. - task-4: Insights. ## Reports - Interim: reports/interim_report.pdf - Final: reports/final_report.pdf

Visit

github.com

Tasks

sentiment analysis text classification

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