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Data Ingestion Batches — Numeric Distribution + Two-Measure Correlation Analytics
x402
Data Ingestion Batches — Numeric Distribution + Two-Measure Correlation 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).
Runs numeric distribution analysis and two-measure correlation reports on data ingestion batch records (received_rows and accepted_rows) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation 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 numeric distribution breakdown for the selected measure (received_rows or accepted_rows) across the supplied rows, and (2) a two-measure correlation analysis between received_rows and accepted_rows — all computed locally against the supplied data, with no external lookups or predictions.
Example use cases
ETL pipeline acceptance rate analysis
“I have 30 days of ingestion batch data with received_rows and accepted_rows per day across two dataset groups — can you run a distribution report on received_rows and also show me the correlation between received and accepted row counts?”
Data quality monitoring across groups
“Here are 80 batch ingestion records from our pipeline grouped by dataset. Can you compute the numeric distribution of accepted_rows and tell me how strongly accepted_rows correlates with received_rows?”
Ingestion volume spread for capacity planning
“I need to understand the spread and correlation of my ingestion volumes — I have 150 batch records with received_rows and accepted_rows. Can you run the distribution and two-measure correlation reports on received_rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-081?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 data ingestion batch records and need both a numeric distribution profile and a correlation analysis between received_rows and accepted_rows in a single affordable call ($0.01 USDC). Ideal for data engineers or analysts who want quick statistical insight into ETL pipeline performance without building custom analytics or calling external services.
Side effects
- Exceeds 200-row limit — request rejected, must reduce dataset size
- Missing required fields (row_id, date, dataset_group, received_rows, accepted_rows) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejected
- Empty rows array — no records to analyze
- Insufficient payment (requires 0.01 USDC via x402) — payment error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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