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Schema Conformity — Trailing Mean Series + Equal-Width Histogram
x402
Schema Conformity — Trailing Mean Series + 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 2026-10-18).
Computes a trailing moving-average time series and an equal-width frequency histogram for schema conformity metrics (valid_records and checked_records) from up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Trailing mean series + Equal-width histogram: Trailing mean series + 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 trailing moving-average time series showing smoothed values of the selected field (valid_records or checked_records) over the ordered date sequence using the specified window size, and (2) an equal-width histogram with configurable bins showing the frequency distribution of the selected field's values across all supplied rows.
Example use cases
Data quality trend monitoring
“Run a trailing mean series with a window of 7 and a 10-bin histogram on valid_records for my schema conformity logs — I have about 150 rows covering the past quarter for dataset group 'invoices'.”
Detecting skew in checked records
“I want to see the frequency distribution and rolling average for checked_records across my 80 conformity records, using a window of 3 and 8 histogram bins — can you run both reports at once?”
Pipeline validation reporting
“Generate a trailing mean and equal-width histogram (5 bins, window of 4) for the valid_records field from my ETL pipeline's daily schema conformity snapshots — I'll send you the 60-row dataset.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-148?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a rolling/trailing mean time series AND a histogram distribution report for schema conformity metrics in a single low-cost call. It is ideal for data quality monitoring pipelines that need offline/local analytical computation on supplied data without any external lookups or predictions. Best suited for up to 200 rows of date-stamped conformity records grouped by dataset.
Side effects
- Fewer than 1 row supplied — request rejected
- Window size exceeds number of rows — trailing mean cannot be computed
- Invalid date format (not YYYY-MM-DD) — row rejected
- Bins parameter outside 1–30 range — validation error
- More than 200 rows submitted — excess rows rejected
- Null values in valid_records or checked_records may reduce effective row count for computation
- Missing required fields (row_id, dataset_group, date) — row or request rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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