CSV or JSON Cleanup with Review ReportsQuý Võ Tiến
I offer a focused cleanup of one UTF-8 CSV table or flat JSON record array, capped at 2,000 source rows. We agree on the fields, required values, exact ID rules and expected output before processing.
The work can include selected text trimming, agreed formatting and field validation. String IDs retain their leading zeros, case and whitespace. Duplicate decisions follow the agreed exact-ID policy. Conflicting and invalid records are separated for review; there is no automatic conflict merge.
Delivery includes an original byte backup, the cleaned output, separated duplicate or exception records, and a report showing changes and unresolved items. Source files remain unchanged. One round of minor revisions is included within the agreed rules.
I use an AI-assisted workflow with auditable code and checks for row accounting, input preservation and the agreed acceptance criteria. The linked examples are self-initiated synthetic demonstrations, not paid client results.
The fixed fee is $100. Delivery takes two days after complete data and rules are confirmed. Excel workbook delivery, email or marketing sends, encoding repair, large-file processing and new business logic are outside this package.
CSV or JSON Cleanup with Review ReportsQuý Võ Tiến
Starting at$100
Duration2 days
Tags
Python
I offer a focused cleanup of one UTF-8 CSV table or flat JSON record array, capped at 2,000 source rows. We agree on the fields, required values, exact ID rules and expected output before processing.
The work can include selected text trimming, agreed formatting and field validation. String IDs retain their leading zeros, case and whitespace. Duplicate decisions follow the agreed exact-ID policy. Conflicting and invalid records are separated for review; there is no automatic conflict merge.
Delivery includes an original byte backup, the cleaned output, separated duplicate or exception records, and a report showing changes and unresolved items. Source files remain unchanged. One round of minor revisions is included within the agreed rules.
I use an AI-assisted workflow with auditable code and checks for row accounting, input preservation and the agreed acceptance criteria. The linked examples are self-initiated synthetic demonstrations, not paid client results.
The fixed fee is $100. Delivery takes two days after complete data and rules are confirmed. Excel workbook delivery, email or marketing sends, encoding repair, large-file processing and new business logic are outside this package.
$100