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Data Ingestion Batches — Numeric Row Ordering + Equal-Width Histogram
x402
Data Ingestion Batches — Numeric Row Ordering + 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 2026-10-17).
Analyzes data ingestion batch records by producing a numeric row ordering report and an equal-width histogram for received_rows or accepted_rows values across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Numeric row ordering + Equal-width histogram: Numeric row ordering + 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 for the supplied batch records: (1) a numeric row ordering of records sorted by 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. No external lookups or predictions are made — all computation is local to the supplied data.
Example use cases
ETL pipeline volume distribution audit
“I have 120 daily ingestion batch records with received_rows and accepted_rows — can you produce a histogram with 8 bins for the received_rows field so I can see how row volumes are distributed across my pipeline runs?”
Ranking batches by accepted row count
“Sort my 80 ingestion batch records numerically by accepted_rows and also show me a 5-bin histogram of that field, so I can see which batches accepted the most rows and how the distribution looks.”
Dataset group ingestion comparison
“I've got 40 ingestion batch records split across two dataset groups. Can you generate a numeric ordering and a 6-bin equal-width histogram on the received_rows column so I can compare volume patterns across groups?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-118?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need quick, low-cost statistical summaries — specifically a sorted ordering and a frequency histogram — for data ingestion batch records without any external data lookup. Ideal for data engineers who want to understand row volume distributions across pipeline runs using only the data they already have. At $0.01 USDC for both reports on up to 200 rows, it is cost-effective for routine batch audits.
Side effects
- Missing required row fields (row_id, date, received_rows, accepted_rows) causes validation failure
- More than 200 rows submitted — exceeds maximum limit
- Bin count outside range 1–30 causes rejection
- Invalid date format (must be YYYY-MM-DD) causes schema error
- Null values in selected field may affect ordering and histogram computation
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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