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Data Reconciliation Analytics: Equal-Width Histogram + Two-Measure Correlation
x402
Data Reconciliation Analytics: Equal-Width Histogram + 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).
Computes an equal-width histogram and a two-measure correlation analysis on supplied data reconciliation records (source_total vs target_total) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Equal-width histogram + Two-measure correlation: Equal-width histogram + 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 analytical reports: (1) an equal-width histogram bucketing the chosen field (source_total or target_total) into up to 30 bins showing frequency distribution, and (2) a two-measure correlation report quantifying the statistical relationship between source_total and target_total across all supplied rows.
Example use cases
ETL pipeline data accuracy audit
“I have 120 daily ETL reconciliation records with source_total and target_total values for two dataset groups. Can you run an equal-width histogram (8 bins) on source_total and compute the correlation between source_total and target_total so I can see how well the pipeline is performing?”
Financial month-end reconciliation check
“We just closed the month and I have 90 rows of source vs target financial totals by date and category. Please generate a 5-bin histogram on target_total and a two-measure correlation report so I can spot any systematic differences before sign-off.”
Data migration validation analysis
“After migrating our database, I have 200 before-and-after records with source_total and target_total per group. Run a 15-bin equal-width histogram on source_total and correlation analysis between the two measures to validate the migration was accurate.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-171?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured reconciliation data with source and target numeric totals and need both a distribution view (histogram) and a linear relationship measure (correlation) in a single call for up to 200 rows. It is ideal for ETL validation, financial reconciliation audits, and data migration checks where no external data lookup, prediction, or external action is needed — just local analytical computation on supplied data.
Side effects
- More than 200 rows submitted — request rejected with validation error
- Missing required fields (row_id, dataset_group, date, source_total, or target_total) — row or request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- Bins value outside 1–30 range — validation error
- All source_total or target_total values are null — correlation report cannot be computed
- Numeric values outside ±1,000,000,000,000 range — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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