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Company Record Completeness — Quality Audit, Deduplication & Histogram
x402
Company Record Completeness — Quality Audit, Deduplication & Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Runs three local analytical reports on company record completeness data: a record quality audit, exact row deduplication, and an equal-width histogram — all computed offline against up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied company record completeness records (populated_fields, required_fields). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three reports for the supplied rows: (1) a record quality audit summarizing completeness and anomalies per row, (2) an exact row deduplication report identifying and collapsing identical rows, and (3) an equal-width histogram of the chosen numeric field (populated_fields or required_fields) across the specified number of bins — all computed locally with no external lookups.
Example use cases
CRM data quality review
“I have 80 company records from our CRM — each has a row_id, company_group, date, populated_fields, and required_fields. Can you run a quality audit and deduplication check, and give me a 5-bin histogram of populated_fields so I can see how complete our records are?”
Compliance field coverage audit
“We need to verify that our company records meet completeness standards. Run a quality audit, exact deduplication, and a 10-bin histogram on required_fields for this batch of 150 rows — I need to flag groups that are consistently under-populated.”
Data migration pre-check
“Before we migrate these 200 company records to the new system, can you do a record quality audit, deduplicate exact copies, and generate a 7-bin histogram on populated_fields to identify any completeness gaps by company_group and date?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, cost-effective offline analysis of company record completeness data — specifically the combination of a quality audit, duplicate detection, and histogram in a single call. Ideal for data profiling pipelines, pre-migration checks, or CRM hygiene workflows where no live data enrichment or external lookup is needed and the dataset fits within 200 rows.
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- Missing required row fields (row_id, company_group, date, populated_fields, required_fields) — validation error
- bins parameter outside 1–30 range — rejected
- Invalid date format (not YYYY-MM-DD) — row-level validation error
- Null values in numeric fields may affect histogram bin calculation
- Payment of 0.01 USDC not provided — request blocked
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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