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Contact Record Quality — Category Frequencies & Numeric Row Ordering
x402
Contact Record Quality — Category Frequencies & Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Computes category frequencies and numeric row ordering for contact record quality data (checked_records, duplicate_records) across up to 200 supplied rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Contact record quality — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied contact record quality records (checked_records, duplicate_records). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Two independent analytical reports for the supplied dataset (up to 200 rows): (1) category frequencies showing how often each company_group value appears, and (2) numeric row ordering ranking rows by the selected field (checked_records or duplicate_records). No external lookups or predictions are made — analysis is performed on the supplied data only.
Example use cases
Duplicate hotspot identification by company group
“I have contact record quality data across four company groups over the past month — can you tell me how often each group appears and rank the rows by their duplicate_records count so I can see which entries are the worst offenders?”
Weekly record audit frequency summary
“Here are 150 rows of contact record checks from our CRM audit for October 2026, each with a company_group, date, checked_records, and duplicate_records. Can you give me the category frequencies by company group and order the rows numerically by checked_records?”
Data quality dashboard prep for multiple clients
“I'm preparing a quality report for our clients — I've got a dataset of checked and duplicate record counts per company group across the last quarter. Can you compute the category frequencies and numeric row ordering for the checked_records field so I can plug the two reports into our dashboard?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-03-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 contact record quality rows with checked_records and duplicate_records fields and need both a group-level frequency breakdown and a numeric ordering of rows — all in a single $0.01 call. Prefer it over general-purpose analytics tools when you want a lightweight, deterministic, offline computation on supplied data without any external API calls or ML predictions.
Side effects
- Input array is empty (minItems:1 violated) — request rejected
- More than 200 rows submitted (maxItems:200 violated) — request rejected
- Date field does not match YYYY-MM-DD pattern — validation error
- row_id is missing or empty (minLength:1 violated) — validation error
- Invalid field enum value (must be 'checked_records' or 'duplicate_records') — validation error
- Numeric fields out of allowed range (±1,000,000,000,000) — validation error
- Payment of 0.01 USDC not provided or fails — request not processed
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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