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Schema Conformity Analytics — Category Frequencies + Secondary-Measure Weighted Mean
x402
Schema Conformity Analytics — Category Frequencies + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Computes category-level frequency distributions and a secondary-measure weighted mean for schema conformity records (valid_records, checked_records) across up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean 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 independent reports: (1) a category frequency table showing how often each dataset_group appears in the supplied rows, and (2) a secondary-measure weighted mean of the selected field (valid_records or checked_records) weighted by the complementary measure, computed locally without any external lookup or live data access.
Example use cases
Data Quality Dashboard Rollup
“I have 150 rows of schema conformity logs across five dataset groups — each row has a date, valid_records, and checked_records. Can you compute the category frequencies by group and the weighted mean of valid_records so I can populate my data quality dashboard?”
ETL Pipeline Compliance Summary
“After our nightly ETL run I have records showing how many rows were checked and how many were valid per dataset group. Can you give me a frequency breakdown by group and a weighted mean of checked_records across up to 200 rows so we can assess compliance?”
Schema Audit Report Generation
“I'm auditing schema conformity across three dataset groups for the past quarter. Here are my rows with valid_records and checked_records — please run category frequencies and a secondary-measure weighted mean on valid_records and return both reports.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-109?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 schema conformity records with valid_records and checked_records fields and need both a categorical frequency distribution and a weighted mean computed locally — without any external data lookup, prediction, or live enrichment. It is cost-effective at $0.01 USDC for two reports and is ideal for lightweight data quality analytics pipelines.
Side effects
- Submitting more than 200 rows returns an error or truncates input
- Missing required fields (row_id, dataset_group, date, valid_records, checked_records) causes validation failure
- Invalid date format (not YYYY-MM-DD) triggers pattern validation error
- Null values in valid_records or checked_records may affect weighted mean computation
- Supplying an invalid field enum value (not 'valid_records' or 'checked_records') returns a schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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