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Ownership Record Completeness — IQR Outlier Flags + Explicit Missing-Value Fill
x402
Ownership Record Completeness — IQR Outlier Flags + Explicit Missing-Value Fill 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).
Analyzes ownership record completeness data (documented_links, required_links) to flag IQR-based outliers and fill missing values using zero, mean, or median imputation, producing two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Ownership record completeness — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied ownership record completeness records (documented_links, required_links). 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: (1) IQR-based outlier flags per row identifying which records fall outside the interquartile range for the chosen field, and (2) a missing-value fill report with null values replaced by the selected imputation method (zero, mean, or median). Both reports are computed locally without external lookups.
Example use cases
Flag outliers in ownership link audit
“I have ownership completeness records for several company groups across dates — run IQR outlier detection on the documented_links field and return flags for each row so I can spot anomalous entries.”
Impute missing required_links before reporting
“Some of my required_links values are null in these ownership records. Can you fill the missing values using mean imputation so I have a complete dataset ready for reporting?”
Dual-report ownership data quality check
“Here are 150 rows of ownership completeness data with documented_links and required_links — I need both an IQR outlier flags report and a missing-value fill using zero for any nulls, all in one call.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-21-180?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both outlier detection (IQR-based flags) and missing-value imputation on ownership record completeness data in a single low-cost call. Ideal for data quality pipelines dealing with documented_links and required_links metrics across company groups. Best suited when working offline with supplied data rather than needing live lookups, predictions, or external data enrichment.
Side effects
- Fewer than 1 row or more than 200 rows submitted — rejected with validation error
- Invalid date format (not YYYY-MM-DD) causes row rejection
- Missing required fields (row_id) triggers schema validation failure
- Non-numeric or out-of-range values for documented_links or required_links cause errors
- Invalid enum value for field or method parameters returns bad request
- Payment not processed — endpoint returns 402 if USDC payment is not attached
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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