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Data Reconciliation Analytics: Numeric Distribution + Two-Measure Correlation
x402
Data Reconciliation Analytics: Numeric Distribution + Two-Measure Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Analyzes supplied data reconciliation records (source_total vs target_total) by computing numeric distribution statistics and a two-measure correlation report for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation for supplied data reconciliation records (source_total, target_total). 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 report showing statistical spread (min, max, mean, median, percentiles, etc.) for the selected field, and (2) a two-measure correlation report quantifying the statistical relationship between source_total and target_total across the supplied rows. Up to 200 rows processed per call.
Example use cases
ETL pipeline reconciliation audit
“I just ran our nightly ETL job and have 120 rows of source vs target totals across two dataset groups — run the numeric distribution and correlation analysis on source_total so I can see if the pipeline is producing consistent output.”
Financial close data validation
“I need to check our month-end close reconciliation — here are 80 rows with source_total and target_total figures. Give me a distribution breakdown and correlation report between the two measures so I can spot any systemic gaps.”
Data migration accuracy check
“We migrated data last week and I have 200 rows comparing source_total and target_total by date and group. Can you run the distribution and two-measure correlation reports on target_total to verify the migration landed correctly?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-081?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured data reconciliation records with source and target totals and need both a distribution analysis and a correlation measure in a single low-cost call ($0.01 USDC for both reports). Ideal for data engineers, analysts, and finance teams doing ETL validation, migration checks, or financial close reconciliation without requiring external data lookups or live predictions.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, dataset_group, date, source_total, target_total) causes schema rejection
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array returns a minItems validation error
- Payment failure or insufficient USDC balance prevents processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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