Data Analysis Notebooks
Comprehensive data processing pipeline for urban space mapping in Bari. The first notebook automates the transformation of geographic and institutional data from Excel spreadsheets into structured JSON datasets, extracting hyperlinks, parsing opening hours, and organizing spaces by category (aggregation, social struggle, and study spaces). The second notebook queries OpenStreetMap's Overpass API to collect Points of Interest (POIs) and amenities across Bari, using geometric operations to validate coordinates and enrich the spatial database. Together, these notebooks enable efficient data preparation and geographic enrichment for the interactive mapping visualizations, converting raw data and open-source geographic information into ready-to-use JSON files.