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Data Reconciliation — Duplicate Key Report + Two-Measure Correlation
x402
Data Reconciliation — Duplicate Key Report + Two-Measure Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Analyzes up to 200 reconciliation records to produce a duplicate key report and a Pearson/linear correlation report between source_total and target_total values.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation 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 within the submitted rows, and (2) a two-measure correlation report quantifying the statistical relationship between source_total and target_total across all submitted rows. No external data is fetched; all computation is performed locally on the supplied data.
Example use cases
ETL pipeline duplicate key audit
“I've got 80 rows from my ETL pipeline — each has a row_id, a dataset group, a date, and source and target totals. Can you run a duplicate key check on those row IDs and also tell me how correlated the source_total and target_total values are?”
Financial reconciliation correlation check
“I'm reconciling our ledger: I have 50 rows with row IDs, grouped into 'accounts-payable' and 'accounts-receivable', dated from 2026-01-01 through 2026-02-19, with source totals from our ERP and target totals from the bank. Are there any duplicate row IDs, and how strongly do the source and target amounts correlate?”
Data warehouse daily validation
“Every day I get a batch of up to 150 reconciliation records from our data warehouse — each row has a unique key, a group label, a date, and two numeric totals. Can you flag any duplicate keys in today's batch and compute the correlation between the two total columns?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-066?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a correlation analysis on a batch of up to 200 reconciliation records in a single low-cost call ($0.01 USDC). It is ideal for ETL validation, financial reconciliation QA, and data warehouse diffing where you supply the data directly and need fast, local computation without any external lookups or live data connections.
Side effects
- Missing required fields (row_id, dataset_group, date, source_total, target_total) cause validation errors
- Exceeding 200 rows returns an error — only up to 200 rows accepted per call
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- All-null source_total or target_total values may cause correlation report to be undefined or return NaN
- row_id values exceeding 80 characters cause validation rejection
- Numeric values outside ±1,000,000,000,000 are rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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