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Data Reconciliation — Duplicate Key Report + Daily Sum Series
x402
Data Reconciliation — Duplicate Key Report + Daily Sum Series 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 data reconciliation records: a duplicate key report and a daily sum series, for up to 200 rows of source/target totals.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Duplicate key report + Daily sum series: Duplicate key report + Daily sum series 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 row_ids that appear more than once across the supplied records, and (2) a daily sum series aggregating the selected field (source_total or target_total) by date, covering up to 200 input rows.
Example use cases
ETL pipeline duplicate key audit
“I've got reconciliation records from our ETL pipeline with row IDs, dates, dataset groups, and source vs target totals — can you run a duplicate key report on them so I can see which row_ids appear more than once, and also give me a daily sum series for source_total?”
Finance team daily totals reconciliation
“Our finance team needs to reconcile source and target totals across two dataset groups for October. Can you take these 80 rows and give me both a duplicate key report and a daily sum series for target_total so we can spot discrepancies?”
Data quality check before warehouse load
“Before we load this into the warehouse, can you run a quick duplicate key check and daily aggregation on our reconciliation records? There are about 120 rows with source_total and target_total, grouped by dataset_group, and I want to check the source_total field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-060?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need two specific analytical outputs — duplicate key detection and daily sum aggregation — on a batch of reconciliation records (up to 200 rows) with source and target totals. It is ideal for data quality checks before loading into a warehouse, auditing ETL pipelines, or finance reconciliation workflows where both duplicate detection and temporal aggregation are needed in one call.
Side effects
- Missing required fields (row_id, dataset_group, date, source_total, target_total) cause validation errors
- More than 200 rows submitted exceeds the limit and will be rejected
- Invalid date format (not YYYY-MM-DD) causes a schema validation failure
- Numeric values outside the ±1,000,000,000,000 range are rejected
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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