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Schema Conformity Analytics: Equal-Width Histogram + Date-by-Category Pivot
x402
Schema Conformity Analytics: Equal-Width Histogram + Date-by-Category Pivot is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).
Generates two analytical reports from schema conformity data: an equal-width histogram and a date-by-category pivot table, for up to 200 rows of valid/checked record counts.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot for supplied schema conformity records (valid_records, checked_records). 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 showing the frequency distribution of the selected field (valid_records or checked_records) divided into the specified number of bins, and (2) a date-by-category pivot table aggregating the field values across dataset_group and date dimensions — all computed locally from the supplied rows, with no external data access.
Example use cases
Data quality distribution audit
“I've got 80 conformity check records across different dataset groups and dates — run me a 5-bin equal-width histogram on checked_records and a date-by-category pivot so I can see where validation failures are clustering.”
Multi-group conformity trend pivot
“Here are 120 rows of daily schema conformity results for three dataset groups — give me a date-by-category pivot on valid_records so I can track how each group trends over the month, plus a histogram with 8 bins.”
Pre-release data validation summary
“Before we ship this dataset, I want to check conformity — I have 200 rows with valid_records and checked_records per date and group. Can you produce both the equal-width histogram and the date pivot report using 10 bins on valid_records?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-173?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two simultaneous local analytics reports — a histogram and a date-by-category pivot — on schema conformity data (valid_records, checked_records) for up to 200 rows, at a fixed $0.01 USDC cost. Ideal for data engineering pipelines that need quick, no-external-lookup distribution and trend summaries of validation metrics across dataset groups and time periods. Prefer this over general-purpose analytics tools when you want a bundled, reproducible, schema-aware report with predictable pricing.
Side effects
- More than 200 rows submitted — request exceeds row limit and will be rejected
- Invalid date format (not YYYY-MM-DD) causes row validation failure
- bins value outside range 1–30 causes schema validation error
- Missing required fields (row_id, date, valid_records, checked_records) cause item-level rejection
- Null values in the selected field may produce sparse or empty histogram bins
- field enum value not matching 'valid_records' or 'checked_records' causes a validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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