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Schema Conformity Record Quality Audit + Equal-Width Histogram
x402
Schema Conformity 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 2026-10-16).
Runs two analytical reports on schema conformity data — a record quality audit and an equal-width histogram — for up to 200 rows of valid_records/checked_records data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram 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) a record quality audit summarizing completeness, nulls, outliers, and validity metrics across the supplied conformity rows, and (2) an equal-width histogram over the selected field (valid_records or checked_records) divided into the specified number of bins, showing the distribution of values across all rows.
Example use cases
Daily data pipeline quality check
“I have 120 rows of schema conformity data from our daily ETL pipeline — each row has a date, dataset group, valid_records, and checked_records. Can you run a record quality audit and a 5-bin histogram on valid_records so I can spot any anomalies?”
Comparing conformity across dataset groups
“I want to audit record quality and see a histogram (use 8 bins) for the checked_records field across these 80 rows of schema conformity data grouped by 'payments' and 'orders' dataset groups.”
Weekly schema validation summary report
“Here are 200 rows of schema conformity records from this week's validation run — can you give me a record quality audit and a 15-bin equal-width histogram on valid_records so I can put together a summary for the team?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-013?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, offline statistical analysis of schema conformity data — specifically a combined quality audit plus histogram — without any external lookups or live data access. Ideal for data engineering pipelines, QA workflows, or compliance checks where you supply up to 200 rows of valid/checked record counts and need structured analytical output for a fixed low cost.
Side effects
- More than 200 rows submitted — request rejected
- Missing required fields (row_id, date, valid_records, checked_records) — validation error
- Date field not matching YYYY-MM-DD pattern — schema error
- bin count outside 1–30 range — validation error
- Empty rows array — minimum 1 item required
- Field enum value not 'valid_records' or 'checked_records' — invalid input
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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