ngugigituga-dotcom/kenya-business-intel

# Kenya Business Intelligence Tool A local-first Python intelligence tool for analyzing business opportunities by location in Kenya. ## Goal Build a practical data pipeline: 1. Collect data 2. Store raw data 3. Clean data 4. Normalize records 5. Score business opportunities 6. Expose results through an API 7. Present insights in a frontend dashboard ## Current stage Boilerplate 001: Project foundation. ## Run locally ```bash source .venv/bin/activate python run.py Project structure app/ core/ configuration and shared utilities cli/ command-line entry points storage/ database and persistence logic cleaning/ data cleaning pipeline scraping/ web scraping modules intelligence/ scoring and recommendation logic api/ backend API data/ raw/ untouched source data processed/ cleaned/transformed data exports/ reports and final outputs frontend/ dashboard frontend config/ local configuration files scripts/ helper scripts tests/ automated tests logs/ local logs