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Data Ingestion Batches — Date×Category Pivot + Keyed Dataset Comparison
x402
Data Ingestion Batches — Date×Category Pivot + Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).
Generates two analytical reports for data ingestion batch records: a date-by-category pivot table and a keyed dataset comparison, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison for supplied data ingestion batches records (received_rows, accepted_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 independent analytical reports: (1) a date-by-category pivot table showing the selected metric (received_rows or accepted_rows) broken down by date and dataset_group, and (2) a keyed dataset comparison that aligns rows from the primary and secondary datasets by row_id to highlight differences. Both reports are computed locally with no external lookups.
Example use cases
Pipeline Acceptance Rate Breakdown
“I have two weeks of ingestion batch records across three dataset groups — can you pivot the accepted_rows by date and category, and also compare this week's data against last week's to spot any drops in acceptance?”
Ingestion Anomaly Investigation
“Something looks off in our batch ingestion logs — can you pivot received_rows by date and dataset_group for these 150 records and compare them against our baseline dataset to find where the numbers diverge?”
Multi-Group Ingestion Performance Review
“I need a summary report on our ingestion batches for Q4: pivot the received_rows field by date and group, and compare the current batch dataset against our reference dataset using row IDs to highlight mismatches.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-188?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a date-by-category pivot table AND a keyed comparison between two ingestion batch datasets in a single call for up to 200 rows. It is purpose-built for data ingestion batch metrics (received_rows, accepted_rows) and bundles two reports at $0.01 USDC — ideal for ETL monitoring, pipeline QA, and batch acceptance analysis without needing to call two separate services.
Side effects
- Input array exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) cause validation errors
- Date strings not matching YYYY-MM-DD pattern are rejected
- Numeric values outside ±1,000,000,000,000 range are rejected
- Empty rows array returns an error
- Payment failure via x402 results in no response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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