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Numeric Precision Comparisons — Duplicate Key Report + Numeric Interval Filter
x402
Numeric Precision Comparisons — Duplicate Key Report + Numeric Interval Filter 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 numeric source/transformed value pairs to produce a duplicate key report and a numeric interval filter report using local analytical engines.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter 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 repeated row_id values within the submitted dataset, and (2) a numeric interval filter report listing rows where the specified field (source_value or transformed_value) falls within the supplied minimum and maximum bounds. Up to 200 rows processed per call. No external lookups or predictions are made.
Example use cases
ETL transformation duplicate check
“I just finished an ETL job and want to make sure no row IDs were duplicated — can you run a duplicate key report on these 80 rows of source and transformed values, grouped by dataset_group?”
Filter numeric outliers in price data
“From my 120-row price comparison dataset, show me only the rows where source_value falls between 50 and 750 — and also flag any duplicate row IDs while you're at it.”
Validate sensor reading transformations
“I have 200 sensor readings with original and transformed values; can you detect any duplicate row keys and filter to only the rows where transformed_value is between -100 and 100?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-059?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate key detection and numeric range filtering on a dataset of up to 200 rows in a single paid call ($0.01 USDC). It is ideal for lightweight data quality checks on ETL outputs, transformation validation, or any scenario where you want to cross-check row uniqueness and numeric bounds without setting up a full analytics pipeline. Prefer alternatives if you need more than 200 rows, real-time lookups, statistical modeling, or more than two report types.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, source_value, transformed_value) cause row rejection
- Invalid date format (non YYYY-MM-DD) triggers schema validation failure
- Minimum greater than maximum produces an empty interval filter result
- Numeric values outside ±1,000,000,000,000 are rejected by schema validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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