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Schema Conformity Analytics: Exact Row Deduplication + Date-by-Category Pivot
x402
Schema Conformity Analytics: Exact Row Deduplication + Date-by-Category Pivot 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).
Deduplicates rows and produces a date-by-category pivot table for schema conformity metrics (valid_records, checked_records) across up to 200 rows in two bundled reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot 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 deduplicated row set with exact duplicate rows removed, and (2) a date-by-category pivot table cross-tabulating the chosen metric (valid_records or checked_records) by date and dataset_group, covering up to 200 input rows.
Example use cases
Data quality audit deduplication and pivot
“Here are 150 rows from our nightly schema conformity audit with row_id, dataset_group, date, valid_records, and checked_records — please deduplicate any exact duplicate rows and give me a pivot of valid_records by date and dataset_group.”
Checked records trend by category
“I want to analyze checked_records across our dataset groups over time — can you take these 80 schema conformity rows, remove any duplicates, and pivot checked_records by date and dataset_group so I can see the trend?”
Multi-group schema validation summary
“We have conformity logs from three dataset groups over the past month, up to 200 rows — deduplicate the exact rows and produce a date-by-category pivot for valid_records so we can compare groups week over week.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-052?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and a date-by-category pivot table for schema conformity data (valid_records / checked_records) in a single low-cost call. It is purpose-built for data quality audit workflows on datasets up to 200 rows and bundles two reports for $0.01 USDC, making it efficient for lightweight, offline analytical processing without requiring external lookup or ML inference.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, date, dataset_group, valid_records, checked_records) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation
- Null numeric values may affect pivot aggregation totals
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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