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Data Ingestion Batches — Numeric Interval Filter + Equal-Width Histogram
x402
Data Ingestion Batches — Numeric Interval Filter + 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).
Filters data ingestion batch records by a numeric interval and computes an equal-width histogram over up to 200 rows for either received_rows or accepted_rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Numeric interval filter + Equal-width histogram: Numeric interval filter + 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 on the supplied batch records: (1) a numeric interval filter showing which records fall within the specified minimum/maximum range for the chosen field, and (2) an equal-width histogram partitioning that field's values into the requested number of bins with frequency counts per bin. Both reports operate entirely on the supplied data with no external lookups.
Example use cases
Pipeline volume distribution audit
“I've got 120 ingestion batch records for last month and I want to see how received_rows are distributed. Filter to batches where received_rows is between 100 and 50000, then give me a histogram with 8 bins so I can spot where the bulk of my pipeline volume falls.”
Accepted row range quality check
“Here are 80 ingestion batch rows — filter accepted_rows to only those between 0 and 10000, and build a 5-bin equal-width histogram on accepted_rows so I can see how acceptance rates cluster across batches.”
Outlier detection in ingestion batches
“I want to detect unusual spikes in my ingestion pipeline. Take these 200 batch records, filter received_rows between 1000 and 999999, and generate a 15-bin histogram on received_rows so I can visually identify outlier volume days.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-129?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have up to 200 data ingestion batch records and need both a range-filtered view and a histogram distribution of row counts (received or accepted) in a single low-cost call. Prefer it over general analytics tools when working specifically with ingestion pipeline metrics and needing quick local statistical summaries without external data access. It bundles two reports for $0.01 USDC, making it highly cost-effective for lightweight batch analytics.
Side effects
- Fewer than 1 or more than 200 rows supplied — rejected with validation error
- bins value outside 1–30 range — schema validation failure
- Invalid date format (not YYYY-MM-DD) in row data — rejected
- minimum greater than maximum — may produce empty filter result or error
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) in any row — validation error
- Null values in the selected numeric field may reduce effective analysis population
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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