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Data Reconciliation — Numeric Distribution & Interval Filter Analytics
x402
Data Reconciliation — Numeric Distribution & Interval Filter Analytics 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 analytical reports on supplied data reconciliation rows: a numeric distribution summary and a numeric interval filter, for source_total and target_total fields across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Numeric distribution + Numeric interval filter: Numeric distribution + 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 analytical reports for the supplied reconciliation rows: (1) a numeric distribution summary showing spread, quantiles, and distribution characteristics of the chosen field (source_total or target_total), and (2) a numeric interval filter report listing which rows fall within the specified minimum–maximum range. Up to 200 rows processed per call.
Example use cases
Financial reconciliation distribution audit
“I have 120 reconciliation rows with source and target totals for October — can you generate a numeric distribution report and filter source_total values between 1000 and 50000 so I can see where the bulk of our figures land?”
Cross-system data gap analysis
“We're reconciling two data pipelines for dataset groups 'warehouse' and 'retail' across 80 daily rows. Run a numeric distribution and interval filter on target_total between -500 and 500 so we can spot which rows are near zero or in deficit.”
Month-end close reconciliation check
“For our month-end close, I've got 200 reconciliation records with source_total and target_total — can you give me a distribution breakdown and filter target_total to only show rows between 0 and 100000?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-074?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need simultaneous numeric distribution analysis and interval-bounded filtering on data reconciliation records containing source and target totals. It is ideal for finance, data engineering, or ETL teams performing source-vs-target comparison analytics without needing live lookups, predictions, or external integrations. The bundled two-report format (distribution + interval filter) at $0.01 per call makes it cost-efficient for batch reconciliation QA workflows.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- source_total or target_total values outside ±1,000,000,000,000 — schema validation error
- Missing required row fields (row_id, dataset_group, date, source_total, target_total) — validation failure
- Invalid date format (not YYYY-MM-DD) — schema pattern mismatch
- minimum greater than maximum — interval filter returns empty or erroneous results
- Payment not included or insufficient USDC — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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