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Company Record Completeness — Duplicate Key Report + Numeric Distribution
x402
Company Record Completeness — Duplicate Key Report + Numeric Distribution 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).
Generates a duplicate key report and numeric distribution analysis for company record completeness data (populated_fields, required_fields) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied company record completeness records (populated_fields, required_fields). 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
Returns two independent analytical reports: (1) a duplicate key report identifying any rows sharing the same key combination, and (2) a numeric distribution (e.g. histogram or summary statistics) for the selected field (populated_fields or required_fields), covering up to 200 supplied rows. No external data is fetched — analysis is performed locally on the submitted records.
Example use cases
CRM data quality audit
“I have 120 rows of company CRM data with populated_fields and required_fields counts per company group and date. Can you check for duplicate row keys and show me the numeric distribution of populated_fields so I can spot data quality issues?”
Completeness benchmarking across groups
“We track how many required fields are filled in for each company group daily. Run a duplicate key report and a numeric distribution on required_fields for my dataset — I want to see if any rows are duplicated and how the values are spread.”
Monthly data pipeline validation
“Before I load this month's company completeness records into our warehouse, can you scan for duplicate row IDs and give me a distribution breakdown of the populated_fields values? I have about 80 rows covering groups A through D.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local analytical reports on company record completeness data without any external lookups or live data enrichment. It is ideal for data quality pipelines that need duplicate detection and numeric spread analysis on small-to-medium batches (up to 200 rows) in a single low-cost call. Prefer this over general-purpose analytics tools when working specifically with populated_fields and required_fields completeness metrics.
Side effects
- Fewer than 1 row submitted — rejected with validation error
- More than 200 rows submitted — rejected with maxItems violation
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) — schema validation failure
- Invalid date format (non-YYYY-MM-DD) — pattern validation error
- Invalid field selector (not 'populated_fields' or 'required_fields') — enum validation error
- All null numeric values may produce degenerate distribution output
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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