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Numeric Precision Comparisons — Duplicate Key Report + Daily Sum Series
x402
Numeric Precision Comparisons — Duplicate Key Report + Daily Sum Series 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).
Analyzes up to 200 rows of source/transformed numeric pairs to produce a duplicate key report and a daily sum time series, all computed locally without external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Duplicate key report + Daily sum series: Duplicate key report + Daily sum series 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 duplicate key report identifying any row_id or key combinations that appear more than once across the supplied rows, and (2) a daily sum series aggregating either source_value or transformed_value by date. Both reports are computed locally on the supplied data with no external calls, covering up to 200 input rows.
Example use cases
ETL pipeline duplicate key audit
“I just ran a data transformation and I have 150 rows with row_id, date, dataset_group, source_value, and transformed_value — can you check if there are any duplicate row IDs and also give me the daily sum series for source_value so I can verify the totals?”
Daily revenue aggregation check
“Here are 180 rows of sales records with dates, source revenue figures, and transformed revenue values — run a duplicate key report and show me the daily sum series for transformed_value so I can see what each day adds up to.”
Data quality validation before reporting
“Before I send this dataset upstream, can you scan these 90 numeric comparison rows for duplicate keys and also generate the day-by-day sum totals for source_value? I need both reports to sign off on the data.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-060?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of up to 200 numeric source/transformed comparison records and need both a duplicate key audit and a daily aggregation summary in a single low-cost call ($0.01 USDC). It is ideal for ETL validation, data quality checks before reporting, and lightweight time-series aggregation where no external data enrichment or prediction is needed — everything is computed analytically from your supplied data.
Side effects
- More than 200 rows supplied — request exceeds maxItems limit and will be rejected
- Missing required fields (row_id, dataset_group, date, source_value, transformed_value) on any row causes validation failure
- Invalid date format (non YYYY-MM-DD) triggers pattern validation error
- Numeric values outside ±1,000,000,000,000 are rejected by schema bounds
- Empty rows array (minItems:1 not satisfied) returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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