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Company Record Completeness — Equal-Width Histogram + IQR Outlier Flags
x402
Company Record Completeness — Equal-Width Histogram + IQR Outlier Flags 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 equal-width histogram and IQR-based outlier flag reports for company record completeness data (populated_fields or required_fields) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags 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: (1) an equal-width histogram dividing the selected field's values into the specified number of bins with frequency counts and bin boundaries, and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range thresholds — all computed locally from the supplied data with no external lookups.
Example use cases
CRM data quality audit
“We have 180 company records from our CRM with populated_fields and required_fields counts per company group. Run an equal-width histogram with 8 bins on the populated_fields column and flag any IQR outliers so I know which companies have unusually sparse or dense field completion.”
Required fields completeness review
“I've got a batch of 95 company records dated across Q3 — analyze the required_fields column using a 5-bin histogram and IQR outlier detection so I can identify which records are way out of range before we do our quarterly data review.”
Multi-group record completeness comparison
“We're comparing two company groups, group-alpha and group-beta, across 60 records. Can you run a histogram and IQR outlier report on the populated_fields values using 6 bins so I can see the distribution shape and spot any outliers in either group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-170?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 company records with numeric completeness metrics and need both a distributional view (histogram) and outlier identification (IQR flags) in a single call for a fixed $0.01 USDC cost. It is ideal for offline/batch data quality analysis where no live data lookup or external enrichment is needed — pure local statistical computation on your supplied records.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Missing required row fields (row_id, company_group, date, populated_fields, required_fields) — validation error
- Invalid date format (non-YYYY-MM-DD) — schema validation failure
- bins value outside 1–30 range — rejected
- All values null in selected field — histogram and IQR cannot be computed
- Payment not included or insufficient — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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