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Schema Conformity Analytics: Equal-Width Histogram + Keyed Dataset Comparison
x402
Schema Conformity Analytics: 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 2026-10-18).
Generates two analytical reports (equal-width histogram and keyed dataset comparison) on schema conformity data (valid_records, checked_records) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison 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
Two independent analytical reports: (1) an equal-width histogram showing the frequency distribution of the chosen field (valid_records or checked_records) across the specified number of bins, and (2) a keyed dataset comparison that matches rows from the primary and secondary datasets by row_id and surfaces differences in the numeric fields. Both reports are computed locally without external lookups.
Example use cases
Data Quality Pipeline Histogram Review
“I've got 80 rows of schema conformity results with valid_records and checked_records per day and dataset group — can you build a 5-bin equal-width histogram on checked_records and compare the results against last month's baseline dataset?”
Cross-Group Conformity Comparison
“Compare these two schema conformity datasets by row key — I want to see which rows have diverging valid_records values and also get a histogram with 8 bins on valid_records so I can spot outliers.”
Time-Series Conformity Distribution Analysis
“Here are 120 daily schema conformity records for group-a and group-b with valid_records and checked_records — run a 10-bin equal-width histogram on valid_records and pair it with a keyed comparison against a reference dataset I'll supply.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-174?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a distributional view (histogram) and a direct row-by-row comparison of schema conformity metrics in a single $0.01 call, without needing real-time data, predictions, or external enrichment. Ideal for data quality teams doing batch analysis on up to 200 records of valid_records and checked_records.
Side effects
- More than 200 rows supplied — request rejected or truncated
- Missing required fields (row_id, dataset_group, date, valid_records, checked_records) on any row — validation error
- bins value outside 1–30 range — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern validation error
- Mismatched row_ids between primary and comparison datasets — comparison report may show unmatched keys
- Null numeric values may be excluded from histogram computation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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