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Data Ingestion Batches — Adjacent Row Changes + Equal-Width Histogram
x402
Data Ingestion Batches — Adjacent Row Changes + 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 2026-10-21).
Runs two local analytical reports on data ingestion batch records: adjacent row changes and an equal-width histogram for received_rows or accepted_rows fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram 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 analytical reports: (1) an adjacent row changes report showing row-over-row deltas for the selected field (received_rows or accepted_rows), and (2) an equal-width histogram showing how values are distributed across the specified number of bins. Both reports are computed locally using the supplied data with no external lookups.
Example use cases
Ingestion pipeline spike detection
“I've got 50 rows of daily ingestion batch data with received_rows and accepted_rows per dataset group. Can you run the adjacent row changes and histogram reports on received_rows using 10 bins so I can see where the big jumps are?”
Acceptance rate distribution analysis
“Run the equal-width histogram and adjacent row changes analysis on my accepted_rows data across 8 bins — I'll supply 120 rows with row IDs, dates, and dataset groups.”
Data quality audit across batches
“I want to audit my ingestion batches for the past month — analyze adjacent row changes and histogram distribution for received_rows across 5 bins using my 80-row dataset grouped by region and date.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-156?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two quick, self-contained analytical reports (adjacent row changes + histogram) on data ingestion batch metrics (received_rows, accepted_rows) from a small dataset of up to 200 rows, without requiring external data sources, live lookups, or prediction capabilities. It is cost-effective at $0.01 USDC for both reports simultaneously.
Side effects
- More than 200 rows submitted — request exceeds maxItems limit
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema rejection
- bins value outside 1–30 range — validation error
- field value not one of 'received_rows' or 'accepted_rows' — enum error
- Numeric values outside ±1,000,000,000,000 range — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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