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Numeric Precision Comparisons — Grouped Numeric Summary + Date by Category Pivot
x402
Numeric Precision Comparisons — Grouped Numeric Summary + Date by Category Pivot 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).
Produces two local analytical reports — a grouped numeric summary and a date-by-category pivot — for up to 200 rows of numeric precision comparison data (source_value vs. transformed_value).
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot 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 computed locally from the supplied rows: (1) a grouped numeric summary with descriptive statistics (e.g. mean, min, max, count) per dataset_group, and (2) a date-by-category pivot table showing how the selected numeric field (source_value or transformed_value) distributes across dates and groups. No external data or predictions are involved.
Example use cases
ETL pipeline transformation audit
“I just ran an ETL job and want to compare source values to transformed values across two processing groups for 50 records spanning October 2026 — can you give me a grouped numeric summary and a date pivot so I see where the biggest numeric differences show up?”
Financial data reconciliation by segment
“I have 120 rows of financial figures split into 'actuals' and 'forecasts' groups with dates from Q3 2025 — can you summarize the transformed_value field by group and also pivot the data by date and category so I can spot discrepancies?”
A/B test numeric output comparison
“We ran an A/B test producing source and transformed scores for 80 records across two groups from 2026-09-01 to 2026-09-30 — please give me both a grouped summary and a date-by-category pivot on the source_value field so I can see how the groups diverge over time.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-097?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of numeric comparison data (source vs. transformed values) and need both a grouped statistical summary and a date-by-category pivot in a single low-cost call ($0.01 USDC). It is ideal for data quality audits, ETL validation, and A/B comparisons where all computation happens locally without any external lookup or prediction.
Side effects
- Fewer than 1 row supplied — validation error
- More than 200 rows supplied — request rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- source_value or transformed_value out of range ±1,000,000,000,000 — rejected
- Missing required fields (row_id, dataset_group, date) — schema error
- Invalid field enum value (not 'source_value' or 'transformed_value') — error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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