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Company Record Completeness — Exact Row Deduplication + Equal-Width Histogram
x402
Company Record Completeness — Exact Row Deduplication + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Analyzes company record completeness data by deduplicating exact duplicate rows and generating an equal-width histogram distribution report for populated_fields or required_fields metrics.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram 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 analytical reports sharing the same uploaded data: (1) an exact row deduplication report listing which rows are duplicates and the resulting unique row set, and (2) an equal-width histogram report showing frequency counts across the specified number of bins for the chosen numeric field (populated_fields or required_fields). No external data is fetched; all analysis is performed on the supplied rows only.
Example use cases
CRM data completeness audit
“I've exported 150 company records from our CRM with populated_fields and required_fields counts per row — can you deduplicate exact duplicates and show me a 10-bin histogram of how many fields are populated across all records?”
Multi-group completeness comparison
“We track record completeness for two company groups, group-a and group-b, across October 2026. Can you remove any duplicate rows and generate a 5-bin equal-width histogram for the required_fields column so I can see how evenly required fields are covered?”
Data pipeline quality check
“Before we load company records into the warehouse, run deduplication on these 200 rows and give me a histogram with 8 bins for the populated_fields metric so we can spot completeness gaps in the distribution.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 company record completeness rows and need both exact duplicate removal and a distribution histogram of field-population metrics in a single low-cost call. Prefer this over generic deduplication tools when the data specifically contains populated_fields and required_fields numeric columns tied to company groups and dates. It is ideal for offline/batch data quality audits where no live lookup or prediction is needed.
Side effects
- More than 200 rows submitted — endpoint rejects input exceeding the maximum
- Missing required fields (row_id, date, populated_fields, required_fields) in any row causes validation error
- Invalid date format (non YYYY-MM-DD) causes schema rejection
- bins value outside 1–30 range is rejected
- Null values in the selected numeric field may affect histogram bin calculations
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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