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Data Ingestion Batches — Numeric Distribution & Base-100 Series Analytics
x402
Data Ingestion Batches — Numeric Distribution & Base-100 Series Analytics is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).
Computes numeric distribution statistics and a base-100 index series for received_rows and accepted_rows fields across up to 200 data ingestion batch records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series 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) a numeric distribution breakdown of the selected field (received_rows or accepted_rows) across all supplied batch records, and (2) a base-100 index series showing relative values anchored to the specified base_index row. Both reports are computed locally against the supplied data with no external lookups.
Example use cases
ETL pipeline row acceptance analysis
“I have 120 daily ingestion batch records with received_rows and accepted_rows for two dataset groups. Can you compute a numeric distribution and base-100 index series for the accepted_rows field, starting the index at row 0?”
Multi-group ingestion volume comparison
“Here are 80 batch records across dataset groups A and B with dates and row counts — can you run both a numeric distribution report and a base-100 series on received_rows so I can see how volumes are spread and indexed over time?”
Data quality monitoring for pipeline batches
“I want to understand the distribution of accepted_rows across my last 200 ingestion batches and get a base-100 index starting from batch 0 — can you run those two analytics reports on the data I'm supplying?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-078?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a distributional summary and a base-100 indexed time series for data ingestion batch metrics (received_rows or accepted_rows) in a single low-cost call. Ideal for data engineers monitoring ETL pipeline throughput, acceptance rates, or row volume trends across up to 200 batch records without needing live data lookups or external integrations.
Side effects
- Fewer than 1 row supplied — request rejected
- More than 200 rows supplied — exceeds maxItems limit
- Invalid date format (not YYYY-MM-DD) — schema validation error
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation failure
- base_index out of range (>= number of supplied rows) — computation error
- Numeric values outside allowed range (±1 trillion) — schema rejection
- Payment not provided or insufficient — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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