Illustrative data project showing how scattered public information can be collected, verified, standardized and organized into an accurate working spreadsheet.

The Problem:

E-commerce stores and retail businesses often struggle with fragmented transaction logs across multiple payment gateways and product lines. Manual aggregation in static sheets leads to formula breakage, slow file loading, and delayed reporting.