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Data Reconciliation — Grouped Numeric Summary + Numeric Interval Filter
x402
Data Reconciliation — Grouped Numeric Summary + 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).
Runs two local analytical reports on reconciliation data: a grouped numeric summary (by dataset_group) and a numeric interval filter on source_total or target_total, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + 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 reports: (1) a grouped numeric summary showing aggregate statistics (count, sum, mean, etc.) for source_total and target_total per dataset_group, and (2) a filtered list of rows where the specified field (source_total or target_total) falls within the provided minimum–maximum interval. Up to 200 input rows supported.
Example use cases
Finance team reconciliation gap review
“Here are 50 reconciliation records with source and target totals across our GL groups — summarize the totals by dataset_group and filter to rows where target_total falls between 0 and 5000 so I can spot underfunded items.”
ETL pipeline validation by batch group
“I have 120 rows from our nightly ETL run tagged with pipeline groups and source vs target counts — give me a grouped numeric summary and show me only the rows where source_total is between 100 and 500.”
Audit sample interval extraction
“I need to audit our reconciliation file of 80 rows — group them by dataset_group and pull out all records where target_total is between -1000 and 0 so I can flag the negative balances.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-088?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of reconciliation records (up to 200 rows) with source and target totals and need both a grouped aggregate summary by category AND a numeric range filter in a single paid call. Ideal for data engineers, finance analysts, or audit workflows that need quick local analytical computation without external data lookups or live integrations. At $0.01 USDC for two reports, it is cost-effective for lightweight reconciliation QA tasks.
Side effects
- More than 200 rows submitted — endpoint rejects input exceeding maxItems
- Missing required fields (row_id, dataset_group, date, source_total, or target_total) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers pattern validation failure
- minimum greater than maximum results in an empty interval filter result or error
- Values outside ±1,000,000,000,000 bounds are rejected by schema validation
- Payment not completed via x402 protocol results in 402 response with no data returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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