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Company Record Completeness — Equal-Width Histogram & Keyed Dataset Comparison
x402
Company Record Completeness — Equal-Width Histogram & Keyed Dataset Comparison 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 two analytical reports on company record completeness data: an equal-width histogram of a chosen field and a keyed dataset comparison between two supplied datasets, for up to 200 rows each.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison 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 breaking the chosen field (populated_fields or required_fields) into up to 30 bins, showing distribution of company records across completeness ranges; and (2) a keyed dataset comparison report matching rows between the primary and secondary dataset by row_id, highlighting differences in completeness metrics. No external lookups or live data — all computation is performed on the supplied rows.
Example use cases
Baseline vs. current completeness audit
“I want to compare our company records from Q3 against our Q4 records to see how completeness has changed — use 8 bins and look at populated_fields. Here are both sets of rows with row_id, company_group, date, populated_fields, and required_fields.”
Distribution of required fields across company groups
“Can you build a histogram showing how required_fields are distributed across our company records for group-a and group-b? Use 5 bins and flag where the most records are clustering.”
Data quality check before CRM migration
“Before we migrate, I need two reports: a histogram of populated_fields completeness for our current records and a keyed comparison against the target dataset — both have up to 150 rows with row_id, company_group, date, and field counts.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-174?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 company records with populated_fields and required_fields counts and need both a distribution view (histogram) and a side-by-side comparison between two datasets in a single low-cost call. It is ideal for data quality audits, CRM completeness checks, or migration validation where you supply your own data and need local analytical computation without any live lookups or external data enrichment.
Side effects
- More than 200 rows submitted — endpoint rejects or truncates input
- Missing required row fields (row_id, company_group, date, populated_fields, required_fields) causes validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- bins value outside 1–30 range causes rejection
- Null values in populated_fields or required_fields may affect histogram accuracy
- Mismatched row_ids between primary and comparison dataset reduces keyed comparison coverage
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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