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Data Reconciliation — Numeric Interval Filter + Equal-Width Histogram
x402
Data Reconciliation — Numeric Interval Filter + 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 2026-10-19).
Filters data reconciliation rows by a numeric range on a chosen field and generates an equal-width histogram over source_total or target_total values, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram 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) a filtered list of reconciliation rows whose chosen field (source_total or target_total) falls within the specified minimum–maximum interval, and (2) an equal-width histogram showing frequency counts per bin across that field's value range, using up to the specified number of bins (1–30). No external data is fetched; all computation is performed locally on the supplied rows.
Example use cases
Spotting outliers in source totals
“Here are 50 reconciliation rows with source_total and target_total — filter source_total to the range 1000 to 50000 and split the results into 10 equal-width histogram bins so I can see where most values cluster.”
Auditing target totals distribution
“I need to review the spread of target_total values across my 120 reconciliation records. Filter to rows where target_total is between -500 and 500 and give me a histogram with 8 bins.”
Reconciliation discrepancy frequency report
“Can you take these 80 reconciliation rows for dataset group 'payments-Q3', filter source_total between 0 and 200000, and produce a 15-bin equal-width histogram so I can see how transactions are distributed?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-129?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a numeric range filter and a histogram distribution report on data reconciliation records (source_total / target_total) in a single call at low cost. It is purpose-built for reconciliation datasets with up to 200 rows and requires no external lookups or live data — ideal for auditing, QA pipelines, or financial close processes where you want to quickly understand the distribution of source or target totals within a specific numeric band.
Side effects
- Fewer than 1 row supplied returns a validation error
- More than 200 rows supplied exceeds the maxItems limit
- bins value outside 1–30 range is rejected
- source_total or target_total values outside ±1,000,000,000,000 are rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Null values in source_total or target_total are accepted but may reduce filtered row count
- Payment of 0.01 USDC required; failure to pay returns 402 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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