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Company Headcount Observations — Record Quality Audit + Equal-Width Histogram
x402
Company Headcount Observations — Record Quality Audit + 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).
Runs two local analytical reports on supplied company headcount data: a record quality audit and an equal-width histogram, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied company headcount observations records (headcount, open_roles). 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 independent analytical reports: (1) a record quality audit covering issues like null values, out-of-range entries, and format problems in the headcount and open_roles fields; and (2) an equal-width histogram showing the frequency distribution of the selected field (headcount or open_roles) across the specified number of bins. Both reports are computed locally on the supplied data with no external lookups.
Example use cases
Pre-analysis headcount data validation
“Before I import this quarter's headcount data into our dashboard, can you audit these 80 company observation records for quality issues and also give me a 5-bin histogram of the headcount field? I want to catch nulls, outliers, or formatting problems early.”
Open roles distribution profiling
“I have 150 rows of company headcount observations — can you run the equal-width histogram on the open_roles field with 8 bins, and also include the record quality audit so I can see if any rows have missing or suspicious values?”
Multi-group headcount comparison prep
“We have headcount snapshots for three company groups over the past year — about 120 rows total. Can you run both the quality audit and a 10-bin histogram on the headcount values so I can see how the data is distributed and whether any records look problematic before I share this with leadership?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-013?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of company headcount or open-roles observations and need both a data quality audit and a distribution histogram in a single low-cost call. It is ideal for pre-analysis data validation workflows, quick data profiling before importing into BI tools, or spotting anomalies in workforce datasets. It is not suitable when you need live data lookup, predictive modeling, external enrichment, or more than 200 rows processed at once.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes row validation failure
- Missing required fields (row_id, company_group, date, headcount, open_roles) cause schema validation errors
- bins parameter out of range (must be 1–30) causes rejection
- All values null in selected field results in degenerate or empty histogram
- Non-numeric values in headcount or open_roles fields cause processing errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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