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Numeric Precision Comparisons — Record Quality Audit + Grouped Numeric Summary
x402
Numeric Precision Comparisons — Record Quality Audit + 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 2026-10-15).
Runs two local analytical reports on supplied source_value vs transformed_value numeric pairs: a record-level quality audit and a grouped numeric summary, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary 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 independent reports: (1) a record-level quality audit flagging issues per row for the supplied source_value/transformed_value pairs, and (2) a grouped numeric summary aggregating statistics by dataset_group — all computed locally with no external lookups or predictions.
Example use cases
ETL Pipeline Numeric Accuracy Check
“I just ran my ETL pipeline and I want to audit whether the transformed values actually match what I'd expect from the source values — can you run a quality audit and grouped summary on these 80 rows of source and transformed numeric pairs, grouped by region?”
Data Migration Precision Validation
“We migrated our pricing data last week and I need to check for precision loss — can you audit the quality of these 120 before-and-after rows and give me a grouped summary so I can see which product categories have the worst discrepancies?”
Batch Numeric Transformation QA Report
“I have 200 rows of numeric data with source and transformed values across three dataset groups and I need both a per-record quality report and an aggregated summary grouped by those groups — can you run both reports for me?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-005?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a record-level data quality audit and a grouped numeric summary in a single call for up to 200 rows of source-vs-transformed numeric data, without needing any external data lookups or real-time predictions. It is ideal for ETL validation, data migration QA, and numeric precision checks where two coordinated offline analytical reports are required at low cost.
Side effects
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, dataset_group, date, source_value, or transformed_value) cause validation errors
- Invalid date format (must match YYYY-MM-DD pattern)
- Numeric values outside the allowed range (±1,000,000,000,000) are rejected
- Empty rows array fails minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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