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Numeric Precision Comparisons — Record Quality Audit & Numeric Row Ordering
x402
Numeric Precision Comparisons — Record Quality Audit & Numeric Row Ordering 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).
Audits data quality and sorts rows numerically for up to 200 records containing source_value and transformed_value fields, producing two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering 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
Two independent analytical reports: (1) a record quality audit assessing the supplied source_value and transformed_value pairs for quality issues such as nulls, outliers, or precision anomalies; and (2) a numeric row ordering report ranking all submitted rows by the specified field (source_value or transformed_value). Both reports are computed locally with no external lookups.
Example use cases
ETL pipeline numeric validation
“I ran an ETL job that transformed a batch of financial figures and I want to audit the output — here are 50 rows with row IDs, dates, dataset groups, source values and transformed values. Can you run a quality audit and numeric ordering report on them, sorting by source_value?”
Data quality check before reporting
“Before I publish my monthly sales report I need to check data quality — I have 120 rows with original and adjusted sales figures across two groups, each tagged with a date and row ID. Can you audit the record quality and give me a ranked ordering by transformed_value?”
Detect numeric drift across dataset groups
“I have two groups of measurement data — group-alpha and group-beta — each with up to 100 rows of before and after numeric readings. Can you run the record quality audit and numeric row ordering on all of them so I can spot which rows have the biggest discrepancies, ordering by source_value?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, offline analytical double-report on small-to-medium numeric datasets (up to 200 rows) pairing a source value with a transformed value, and you want both a quality audit and a sorted ordering in one call for a flat $0.01 USDC fee. Prefer this over general-purpose analytics APIs when you specifically need side-by-side source vs. transformed numeric comparison without any external data enrichment, live lookups, or predictions.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, source_value, transformed_value, dataset_group) causes row rejection
- Date strings not matching YYYY-MM-DD pattern fail schema validation
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array returns an error
- Payment not provided or insufficient USDC results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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