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Data Reconciliation — Duplicate Key Report + Grouped Numeric Summary
x402
Data Reconciliation — Duplicate Key Report + Grouped Numeric Summary 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).
Analyzes up to 200 reconciliation rows to produce a duplicate key report and a grouped numeric summary for source_total or target_total values.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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 repeated row_id values in the submitted data, and (2) a grouped numeric summary (aggregates such as count, sum, mean) of the selected field (source_total or target_total) broken down by dataset_group — all computed locally with no external lookups.
Example use cases
Finance team reconciliation audit
“I need to check our month-end reconciliation file for duplicate row IDs and get a grouped summary of source_total by dataset_group — here are 120 rows with row_id, date, dataset_group, source_total, and target_total. Can you run both reports?”
ETL pipeline data quality check
“After our ETL run I have 80 reconciliation records with source_total and target_total. Can you flag any duplicate row IDs and give me a numeric summary of target_total grouped by dataset_group so I can spot mismatches?”
Multi-group data validation before reporting
“Before I finalize my quarterly report, can you check these 35 reconciliation rows for duplicate keys and summarize the source_total values broken down by dataset_group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-056?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two specific analytical reports — duplicate key detection and grouped numeric summarization — on reconciliation data (source_total vs target_total) in a single low-cost call. Ideal for ETL validation, finance reconciliation audits, and data quality checks on datasets up to 200 rows where no external data access, predictions, or professional assessments are needed.
Side effects
- Fewer than 1 or more than 200 rows submitted — returns validation error
- Missing required fields (row_id, dataset_group, date, source_total, target_total) — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern validation error
- Numeric values outside ±1,000,000,000,000 range — schema rejection
- Invalid field enum value (not source_total or target_total) — validation error
- Payment not provided or insufficient USDC — 402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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