CSV cleanup with a clear duplicate-review log by Stephen TumblinCSV cleanup with a clear duplicate-review log by Stephen Tumblin
CSV cleanup with a clear duplicate-review logStephen Tumblin
Cover image for CSV cleanup with a clear duplicate-review log
Turn one messy CSV export into a usable file with an explicit record of what changed.
A typical $100 starter scope covers one CSV with up to 5,000 rows and 10 columns: trim stray whitespace, standardize agreed formats, remove exact duplicates, and flag missing IDs or conflicting records for review. A sample review confirms scope and the fixed quote before any contract.
You receive the cleaned CSV, a separate review file with reasons and source-row references, and a short rules/readme file. Includes one revision to the agreed rules. Target delivery is two business days after approved scope and receipt of the file.
The workflow uses AI-assisted development with explicit checks. Original records are preserved; ambiguous conflicts are flagged. Please send column names and a small non-sensitive sample first. API integrations, enrichment, and scanned-document extraction require separate scoping.
The portfolio example is an original synthetic demonstration, not past client work.
Contact for pricing
Duration2 days
Tags
Data
Service provided by
Stephen Tumblin Simpsonville, USA
CSV cleanup with a clear duplicate-review logStephen Tumblin
Contact for pricing
Duration2 days
Tags
Data
Cover image for CSV cleanup with a clear duplicate-review log
Turn one messy CSV export into a usable file with an explicit record of what changed.
A typical $100 starter scope covers one CSV with up to 5,000 rows and 10 columns: trim stray whitespace, standardize agreed formats, remove exact duplicates, and flag missing IDs or conflicting records for review. A sample review confirms scope and the fixed quote before any contract.
You receive the cleaned CSV, a separate review file with reasons and source-row references, and a short rules/readme file. Includes one revision to the agreed rules. Target delivery is two business days after approved scope and receipt of the file.
The workflow uses AI-assisted development with explicit checks. Original records are preserved; ambiguous conflicts are flagged. Please send column names and a small non-sensitive sample first. API integrations, enrichment, and scanned-document extraction require separate scoping.
The portfolio example is an original synthetic demonstration, not past client work.
Contact for pricing