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Schema Conformity — String Normalisation + Equal-Width Histogram
x402
Schema Conformity — String Normalisation + 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 2026-10-15).
Generates string normalisation and equal-width histogram reports for schema conformity data (valid_records, checked_records) over up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — String normalisation + Equal-width histogram: String normalisation + 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 string normalisation report summarising normalised string representations of the conformity field values, and (2) an equal-width histogram report with configurable bin count (1–30 bins) showing frequency distribution of the selected field (valid_records or checked_records) across up to 200 supplied rows.
Example use cases
Data quality monitoring histogram
“I have 120 rows of schema conformity records with valid_records and checked_records per dataset group — can you generate an equal-width histogram with 8 bins on valid_records so I can see how conformity is distributed across my datasets?”
String normalisation for conformity audit
“Run a string normalisation report on my conformity dataset — it has about 80 rows with row IDs, dataset groups, dates, and checked_records values — I want to clean and standardise the string fields for an audit.”
Distribution analysis for data governance review
“I need to understand the distribution of checked_records across 200 schema conformity rows from our data pipeline. Can you generate a 5-bin equal-width histogram and string normalisation report so I can present it to the governance team?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-031?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a string normalisation report and an equal-width histogram for schema conformity metrics (valid_records, checked_records) in a single low-cost call. It is ideal for data quality pipelines, governance audits, and conformity dashboards where you want local analytical processing without any external lookup or live prediction. Best suited for batch sizes up to 200 rows per call.
Side effects
- More than 200 rows submitted — exceeds maxItems limit
- Missing required fields (row_id, date, valid_records, checked_records) in any row
- Date field does not match YYYY-MM-DD pattern
- Bins parameter outside range 1–30
- Invalid field enum value (must be valid_records or checked_records)
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Payment not provided or insufficient (requires 0.01 USDC via x402)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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