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Data Reconciliation: Exact Row Deduplication + Two-Measure Correlation
x402
Data Reconciliation: Exact Row Deduplication + 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 2026-10-19).
Deduplicates rows exactly and computes two-measure correlation between source_total and target_total for up to 200 reconciliation records, returning two analytical reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Exact row deduplication + Two-measure correlation: Exact row deduplication + 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 analytical reports per call: (1) an exact row deduplication report identifying and removing duplicate rows from the submitted dataset, and (2) a two-measure correlation report quantifying the statistical relationship between source_total and target_total values across the submitted rows. Reports are computed locally with no external lookups or predictions.
Example use cases
ETL pipeline source-target drift check
“I just ran my nightly ETL and I have up to 150 rows with source_total and target_total for each date and dataset group. Can you deduplicate them exactly and then tell me how correlated the source and target totals are across the whole batch?”
Finance reconciliation duplicate audit
“We're reconciling our accounts across two systems — I have about 80 rows tagged by dataset_group and date, each with a source_total and target_total. Please remove any exact duplicate rows and give me a correlation report between the two totals.”
Data quality check before reporting
“Before I finalize my monthly report, can you run exact deduplication and a two-measure correlation on my dataset? It has rows with row_id, group labels, dates, and source vs target totals — around 60 rows total — so I can confirm the data is clean and the two measures track each other.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-050?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication AND correlation analysis between two numeric measures in a single paid call, at low cost ($0.01 USDC for both reports). Ideal for ETL validation, financial reconciliation, and data quality pipelines where you want to clean duplicates and quantify source-target agreement simultaneously without calling external systems or predictive models.
Side effects
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, dataset_group, date, source_total, or target_total) on any row — validation error
- Date values not in YYYY-MM-DD format — schema validation failure
- source_total or target_total values outside the allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejection
- Insufficient variation in source_total or target_total to compute meaningful correlation — degenerate result
- Payment not processed — x402 payment required before results returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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