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Sampling Observations — Numeric Distribution + Numeric Interval Filter
x402
Sampling Observations — Numeric Distribution + 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).
Computes a numeric distribution analysis and a numeric interval filter report for up to 200 weighted sampling observation records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Sampling observations — Numeric distribution + Numeric interval filter: Numeric distribution + Numeric interval filter for supplied sampling observations records (sample_value, sample_weight). 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: (1) a numeric distribution summary of the chosen field (sample_value or sample_weight) across up to 200 rows, and (2) a numeric interval filter report showing which records fall within the specified minimum and maximum bounds — all computed locally with no external lookups.
Example use cases
Sensor reading distribution audit
“I've got 120 sensor readings with weights — analyze the distribution of the sample_value field and show me only the readings that fall between 5 and 250.”
Survey response range filtering
“Here are 80 survey response records with sample weights. Can you give me a distribution breakdown of the sample_value column and filter to responses between 0 and 100?”
Lab sample quality check
“I need to analyze 60 lab measurement samples — run a numeric distribution on sample_value and also flag which ones fall outside the interval 20 to 800 using sample_weight as the weight field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-15-074?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 weighted sampling observations and need both a distribution summary and an interval-filtered view of a numeric field in a single cheap call ($0.01 USDC). It is ideal for quick offline statistical analysis of sensor, survey, or lab data without requiring any external data connections or live lookups.
Side effects
- Empty rows array or missing required row fields (row_id, dataset_group, date, sample_value, sample_weight) causes validation error
- More than 200 rows submitted exceeds the per-call limit
- Invalid date format (must be YYYY-MM-DD) causes schema rejection
- minimum greater than maximum yields empty interval filter results
- Null values in sample_value or sample_weight may be excluded from distribution calculations
- Payment failure via x402 protocol prevents execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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