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CSV Quality Audit

Pricing

$10.00 / 1,000 completed csv audits

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CSV Quality Audit

CSV Quality Audit

Check CSV exports for duplicate rows, empty cells, uneven row widths, duplicate headers, and possible spreadsheet formulas. Returns a compact JSON report for import checks and automation pipelines. No AI API key required.

Pricing

$10.00 / 1,000 completed csv audits

Rating

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Developer

Motumbo

Motumbo

Maintained by Community

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0

Bookmarked

2

Total users

1

Monthly active users

15 days ago

Last modified

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Check comma-separated CSV exports before importing them into spreadsheets, databases, or automation pipelines.

Checks

  • Exact duplicate data rows
  • Empty cells by column
  • Rows with too many or too few fields
  • Duplicate header names
  • Possible spreadsheet formulas

Input

Paste UTF-8 CSV into csvText, including a header. Maximum 2 MB and 20,000 records. Quoted commas, multiline fields and a UTF-8 BOM are supported.

Example CSV:

name,email
Alice,alice@example.com
Alice,alice@example.com
Bob,

This returns one JSON report: 3 rows, 2 columns, 1 duplicate row and 1 empty cell in the email column.

Limits

No delimiter detection, file URL downloads, type inference or automatic data correction. Duplicate comparisons preserve exact cell text. Formula detection is conservative and may flag signed numbers. The first 100 formula locations and uneven record positions are returned, with a full uneven-record count. Record positions count CSV records, not physical lines. Missing fields in short rows are reported as uneven, not empty.

Data handling

Inputs and outputs are processed and stored on Apify under its platform policies. Reports include column names and aggregate counts without echoing data-row values. Do not submit confidential or regulated data to this experimental service. No external scraping or AI API calls.

Pricing

$0.01 per generated report, platform usage included. No startup charge. You are charged for one completed audit report.