Ride-Hailing Data Modeling & Analytics Requirements Questions

Data modeling and analytics requirements for ride-hailing and mobility-marketplace platforms, including ride event data, trip-level schemas, driver and rider dimensions, pricing and surge data, and geospatial/location data. Covers analytics needs such as reporting, dashboards, and real-time analytics: analytic schema design (star/snowflake), ETL/ELT patterns, data quality and governance at scale, data lineage, privacy considerations, and integration with the broader data stack (data lake/warehouse, streaming pipelines).