Sport Player Stats Data Cleanup
Publicada el 2026-07-14
Descripción de la oferta
I have a raw spreadsheet of player statistics that urgently needs professional data cleaning and validation. The file focuses strictly on each athlete’s career history—seasons played, clubs, appearances, goals, transfers, and the like—and it currently contains duplicate rows, inconsistent formats, and a handful of missing values that must be filled by cross-checking reliable sources. Here’s what I expect: • A fully cleansed, validated dataset with uniform field names, correct date formats, and zero duplicate or conflicting records. • Clear documentation of any assumptions made or authoritative sources used when completing or correcting gaps. • A brief change log so I can trace every modification. The sheet is in Excel, though I have no issue if you prefer bringing it into Google Sheets or using a tool such as Python (pandas) or OpenRefine for the heavy lifting, as long as the final delivery comes back in Excel (.xlsx). Accuracy matters more than speed, yet I would like the first pass delivered within three days so we can review together. If this first batch goes smoothly, additional sets of player statistics will follow.
Skills
Fuente original: freelancer