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Schema Conformity Analytics: Category Frequencies + Equal-Width Histogram
x402
Schema Conformity Analytics: Category Frequencies + 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).
Computes category frequency counts and an equal-width histogram for schema conformity data (valid_records and checked_records) across up to 200 rows
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Category frequencies + Equal-width histogram: Category frequencies + 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) category frequency counts broken down by dataset_group, and (2) an equal-width histogram of the selected field (valid_records or checked_records) partitioned into the specified number of bins (1–30), covering up to 200 input rows.
Example use cases
Daily schema validation audit summary
“I have 50 rows of daily schema conformity records across 3 dataset groups with valid_records and checked_records for each day — can you give me category frequencies by group and a 10-bin histogram of the valid_records field so I can see the spread?”
Data pipeline quality distribution check
“Run a frequency and histogram analysis on my conformity data for the checked_records field — I've got 120 rows tagged with dataset groups like 'pipeline-A' and 'pipeline-B', and I want 8 histogram bins.”
Comparing record validity across dataset groups
“I want to understand how valid_records are distributed across my dataset groups — can you compute category frequencies and a 5-bin equal-width histogram for my 30-row schema conformity dataset using the valid_records field?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-106?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost statistical summary (frequency distribution + histogram) of schema conformity metrics on a batch of up to 200 records without needing external data lookups, predictions, or professional assessment — especially when you want both a categorical breakdown by dataset group and a numeric distribution view in a single call for $0.01 USDC.
Side effects
- Missing required fields (row_id, date, valid_records, checked_records) cause validation errors
- More than 200 rows submitted exceeds the row limit
- Invalid date format (not YYYY-MM-DD) fails pattern validation
- bin count outside 1–30 range rejected
- Null values in valid_records or checked_records may be excluded or affect bin boundaries
- Payment not completed via x402 protocol results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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