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Numeric Precision Comparisons — Exact Row Deduplication + Grouped Numeric Summary
x402
Numeric Precision Comparisons — Exact Row Deduplication + 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).
Deduplicates rows and produces grouped numeric summaries for supplied source_value/transformed_value pairs, running two local analytical reports on up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Exact row deduplication + Grouped numeric summary: Exact row deduplication + 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 analytical reports: (1) a deduplicated set of rows with exact duplicates removed, and (2) a grouped numeric summary (e.g. count, sum, mean, min, max) computed per dataset_group for the selected field (source_value or transformed_value). Both reports are computed locally with no external lookups.
Example use cases
ETL pipeline numeric validation
“I've run an ETL job and have 150 rows of source and transformed numeric values across three groups — can you deduplicate the exact rows and give me a grouped summary of the source_value field so I can spot any transformation anomalies? Groups are 'raw', 'normalized', and 'adjusted', with dates from 2025-01-01 to 2025-06-30.”
Data quality audit for financial records
“I have a spreadsheet of up to 200 financial records with original and adjusted amounts grouped by region, and I suspect there are duplicate entries — can you run exact row deduplication and then give me grouped numeric stats on the transformed_value field?”
Grouped stats for A/B test numeric outcomes
“I have experiment data with source and transformed numeric outcomes across two groups, 'control' and 'treatment', for about 80 rows — can you deduplicate them exactly and produce a grouped numeric summary on the source_value column?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-040?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication AND grouped numeric summary statistics in a single call on a dataset of up to 200 rows with source/transformed numeric value pairs. It is ideal for data quality checks on ETL outputs, audit workflows, or A/B test result analysis where you want two reports for one low-cost payment. Prefer this over general analytics tools when your data fits the row_id/dataset_group/date/source_value/transformed_value schema and you need offline, deterministic computation with no external dependencies.
Side effects
- Exceeds 200-row limit — request rejected or truncated
- Missing required fields (row_id, dataset_group, date, source_value or transformed_value) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside ±1,000,000,000,000 range — schema rejection
- Empty rows array — minimum 1 item not met
- Invalid field selector (not 'source_value' or 'transformed_value') — enum validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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