Profile before editing
Review structure, types, missingness, keys, formulas and unexpected values while preserving the original file.
EXCEL · CSV · SPSS · DEDUPLICATION · RECONCILIATION
Data Cleaning Services & Spreadsheet Repair
Turn messy, inconsistent files into a dependable and documented dataset.Request a tailored quoteClean deliberately
Standardize labels, dates and categories; identify duplicates, invalid records and exceptions without erasing evidence.
Validate and document
Reconcile row counts, formulas and totals, record every decision and deliver a clear before-and-after quality summary.
TYPICAL DELIVERABLES
A clean handoff, not a mystery file.
- ✓ Cleaned Excel, CSV or SPSS file
- ✓ Exception and duplicate register
- ✓ Before/after data quality summary
- ✓ Cleaning rules and change log
- ✓ Reusable instructions when required
NO PUBLIC PRICING · SCOPE REVIEWED FIRST