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Duplicate Observations — Numeric Interval Filter + Daily Sum Series
x402
Duplicate Observations — Numeric Interval Filter + 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 2026-10-16).
Filters duplicate observation records by a numeric range on a chosen field and computes a daily sum series, delivering two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Duplicate observations — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied duplicate observations records (duplicate_rows, total_rows). 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 analytical reports based on the supplied rows: (1) a numeric interval filter report showing which records fall within the specified min/max range for the chosen field (duplicate_rows or total_rows), and (2) a daily sum series aggregating the chosen field's values by date — both computed locally with no external lookups.
Example use cases
Daily duplicate spike detection
“I've got 150 rows of daily dataset audit records with duplicate_rows and total_rows counts from October. Filter them so we only see entries where duplicate_rows is between 5 and 100, then give me the daily sum series for duplicate_rows across those dates.”
Dataset group quality reporting
“Here are 80 records across three dataset groups covering the last quarter — each row has a date, duplicate_rows, and total_rows. Run the interval filter on total_rows keeping values from 50 to 500, plus a daily sum series, and return both reports.”
Threshold-based duplicate monitoring
“I want to know how my duplicate row counts trend day by day, but only for records where duplicate_rows falls between 0 and 30. I have 60 observation rows to supply — please run the numeric interval filter and daily sum reports on them.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-04-125?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 duplicate-observation records (with duplicate_rows and total_rows per date) and need both a numeric range filter report AND a daily sum aggregation in a single low-cost call. Ideal for data quality pipelines, dataset auditing workflows, or monitoring duplicate counts over time without needing a live database or external analytics service.
Side effects
- Fewer than 1 or more than 200 rows supplied — request rejected
- date field does not match YYYY-MM-DD pattern — validation error
- minimum value exceeds maximum value — may produce empty filter results
- null values in duplicate_rows or total_rows — rows may be excluded from aggregation
- field enum value not 'duplicate_rows' or 'total_rows' — schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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