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Export Validation — Exact Row Deduplication + Equal-Width Histogram
x402
Export Validation — Exact Row Deduplication + 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 2026-10-24).
Runs two local analytical reports on export validation data: exact row deduplication and equal-width histogram distribution for valid_rows or exported_rows fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Export validation — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied export validation records (valid_rows, exported_rows). 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) an exact row deduplication report identifying duplicate records in the supplied export validation rows, and (2) an equal-width histogram showing the frequency distribution of the selected field (valid_rows or exported_rows) across the specified number of bins (1–30, default 5). Both reports are computed locally from the supplied data with no external lookups.
Example use cases
ETL export deduplication audit
“I've got up to 200 rows from my ETL export log with valid_rows and exported_rows counts per dataset group and date — can you check for exact duplicate rows and also show me a 10-bin histogram of the valid_rows field so I can spot any anomalies?”
Data quality check on exported row counts
“Run a deduplication report and a 5-bin histogram on my export validation records for the exported_rows field — I want to see if any rows repeat exactly and how the export counts are distributed across groups.”
Daily pipeline export validation review
“I'm reviewing my daily pipeline exports for October 2026 — can you deduplicate my 150 export validation records and give me an equal-width histogram with 8 bins on the valid_rows field to see the spread?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-14-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two simultaneous local analytical operations — exact row deduplication and equal-width histogram — on export validation data (valid_rows, exported_rows) without any external lookups or live data access, at very low cost ($0.01 USDC for both reports). Ideal for ETL pipeline validation, data quality audits, and export reconciliation tasks on datasets up to 200 rows.
Side effects
- More than 200 rows submitted — request rejected due to maxItems limit
- Missing required fields (row_id, dataset_group, date, valid_rows, exported_rows) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- bins value outside 1–30 range causes validation error
- Empty rows array (minItems: 1 not met) causes rejection
- Non-numeric values in valid_rows or exported_rows where not null cause processing errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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