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Data Reconciliation — Duplicate Key Report + Numeric Interval Filter
x402
Data Reconciliation — Duplicate Key Report + Numeric Interval Filter 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).
Generates two analytical reports for supplied reconciliation data: a duplicate key report and a numeric interval filter, across up to 200 rows of source/target totals.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter 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 duplicate key report identifying any row_ids that appear more than once in the supplied data, and (2) a numeric interval filter report listing all rows where the chosen field (source_total or target_total) falls within the specified minimum–maximum range. Both reports are computed locally on the supplied rows (up to 200) with no external lookups.
Example use cases
ETL pipeline duplicate key audit
“I've got a batch of 120 ETL reconciliation rows and I need to know which row_ids appear more than once. Can you run a duplicate key report on this data and also filter target_total to values between 500 and 10000?”
Financial close reconciliation check
“Here are 80 month-end reconciliation records with source_total and target_total. Run a duplicate key check to spot any repeated identifiers, and filter source_total to the interval -50000 to 50000 so I can see the in-range rows.”
Data quality review for dataset groups
“I'm reviewing data quality across two dataset groups — group-a and group-b — with about 60 rows. Can you give me a duplicate key report and then filter the target_total field to only rows between 0 and 200?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-059?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key check and a numeric range filter on reconciliation records in a single $0.01 call. It is ideal for ETL audit workflows, financial close reconciliation checks, or any data quality review where you need to catch repeated identifiers and isolate records within a value band — all without sending data to an external lookup or prediction service.
Side effects
- Fewer than 1 row or more than 200 rows supplied — request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- source_total or target_total outside allowed range (-1e12 to 1e12) — validation error
- Missing required fields (row_id, dataset_group, date) — schema validation error
- minimum greater than maximum — may return empty interval filter results
- Numeric field values of null — may be excluded from interval filter report
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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