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Numeric Precision Comparisons — Exact Row Deduplication + Two-Measure Correlation
x402
Numeric Precision Comparisons — 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 2026-10-15).
Performs exact row deduplication and two-measure correlation analysis on up to 200 rows of paired numeric source/transformed values, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied numeric precision comparisons records (source_value, transformed_value). 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: (1) an exact row deduplication report identifying duplicate rows and unique record counts across the supplied dataset, and (2) a two-measure correlation report quantifying the statistical relationship between source_value and transformed_value columns, all computed locally without any external lookups.
Example use cases
ETL pipeline data quality audit
“I have 150 rows from my ETL pipeline with source_value and transformed_value columns — can you check them for exact duplicate rows and also tell me how correlated the source and transformed values are across group-a and group-b?”
Financial transformation accuracy check
“Here are 80 records from our financial data transformation, each with an original amount and a post-conversion amount. Can you deduplicate the rows exactly and compute the correlation between the two numeric measures so I can validate the transformation quality?”
Sensor data redundancy and relationship analysis
“I've got 200 sensor readings with raw_value as source and calibrated_value as transformed — run exact deduplication to find any repeated measurements and give me the two-measure correlation report between raw and calibrated readings.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-050?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and correlation analysis on a paired numeric dataset in a single call at low cost ($0.01 USDC for both reports), with datasets up to 200 rows, and when no external data lookups, predictions, or live data are needed — purely local analytical computation on supplied data.
Side effects
- More than 200 rows submitted — request rejected, maxItems limit exceeded
- Missing required fields (row_id, dataset_group, date, source_value, transformed_value) — validation error
- Date format not matching YYYY-MM-DD pattern — schema validation failure
- Numeric values outside ±1,000,000,000,000 range — schema validation error
- Empty rows array (minItems: 1 not met) — request rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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