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Ownership Record Completeness — Quality Audit + Deduplication + Equal-Width Histogram
x402
Ownership Record Completeness — Quality Audit + 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 2026-10-16).
Runs three analytical reports on ownership record completeness data: a record quality audit, exact row deduplication, and an equal-width histogram of a chosen numeric field, all over up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Ownership record completeness — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied ownership record completeness records (documented_links, required_links). 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 independent reports: (1) a record quality audit flagging missing, null, or malformed fields per row; (2) an exact row deduplication report identifying duplicate entries; and (3) an equal-width histogram of the selected numeric field (documented_links or required_links) divided into the specified number of bins, showing frequency counts per bin. All analysis is performed locally on the supplied data with no external lookups.
Example use cases
Pre-reporting data quality check
“I have 120 ownership completeness records with documented_links and required_links for various company groups — can you run a quality audit on them, flag any exact duplicate rows, and show me a histogram of documented_links using 8 bins before I submit the quarterly report?”
Deduplication audit for compliance dataset
“Before we load these 80 ownership records into our compliance system, can you check them for exact duplicate rows, audit their record quality, and produce a histogram of required_links across 5 bins to see how the distribution looks?”
Distribution analysis by company group
“I want to understand how documented_links are distributed across our 200 ownership records — please run a 10-bin equal-width histogram on the documented_links field, include a quality audit and deduplication check too.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-21-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have ownership record completeness data (documented_links, required_links per company group and date) and need all three of: a data quality audit, exact deduplication, and a distribution histogram in a single call for a flat $0.01 fee. It is ideal for pre-processing or validating ownership completeness datasets before reporting or ingestion, and when you do not need live lookups, predictions, or external data enrichment.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, company_group, date, documented_links, required_links) on any row — may cause audit errors
- Invalid date format (not YYYY-MM-DD) on row — flagged in quality audit
- Bins parameter out of range (must be 1–30) — validation error
- Numeric field values outside allowed range (-1e12 to 1e12) — rejected
- Empty rows array — minimum 1 row required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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