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Numeric Precision Comparisons — Daily Sum Series + Keyed Dataset Comparison
x402
Numeric Precision Comparisons — Daily Sum Series + Keyed Dataset Comparison 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).
Computes two independent analytics reports (daily sum series and keyed dataset comparison) on up to 200 rows of user-supplied numeric precision comparison data (source_value vs transformed_value).
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison 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 daily sum series aggregating the selected numeric field by date, and (2) a keyed dataset comparison report identifying differences between source_value and transformed_value per row/group — both computed locally without external data lookups, covering up to 200 supplied rows.
Example use cases
ETL pipeline accuracy audit
“I just ran my ETL pipeline and I need to check how much the transformed_value deviates from source_value across up to 200 rows of daily sales data. Can you run both a daily sum series and a keyed dataset comparison on this data, using the source_value field?”
Financial reconciliation across two ledgers
“I have two versions of our financial ledger — original amounts as source_value and adjusted amounts as transformed_value — grouped by account and date. Please generate a daily sum series and keyed comparison report so I can see where the numbers diverge.”
Data transformation validation for QA
“We're QA-testing a data transformation job. Here are 200 rows with row_id, dataset_group, date, source_value, and transformed_value. Run the daily sum series and keyed dataset comparison reports on the transformed_value field so we can catch any precision errors.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-144?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a time-series daily aggregation and a row-by-row keyed comparison on a single batch of numeric data (up to 200 rows) in one low-cost call. Ideal for ETL validation, data pipeline audits, financial reconciliation, or any scenario where you need to compare source and transformed numeric values across dates and groups without requiring external lookups or live data.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, dataset_group, date, source_value, or transformed_value) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejection
- Payment of 0.01 USDC not provided or declined — 402 response
- Empty rows array — minimum 1 row required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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