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Rainfall Observations — String Normalisation + Numeric Distribution
x402
Rainfall Observations — String Normalisation + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Runs two local analytical reports on supplied rainfall observation records: string normalisation on categorical fields and numeric distribution analysis on rainfall_mm or duration_hours.
Price / call$0.01
Success—
StatusUnknown
How this service works
Rainfall observations — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied rainfall observations records (rainfall_mm, duration_hours). 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 analytical reports for up to 200 rows: (1) a string normalisation report covering categorical text fields such as station_group, and (2) a numeric distribution report covering the selected numeric field (rainfall_mm or duration_hours), including descriptive statistics such as min, max, mean, and distribution characteristics. No external lookups, predictions, or live data are included.
Example use cases
Rainfall data quality audit for weather station
“I've got a batch of 120 rainfall observation records from our monitoring stations — can you normalise the station_group strings and give me a numeric distribution breakdown for the rainfall_mm values so I can spot any anomalies?”
Duration hours distribution for irrigation analysis
“Here are 80 rainfall records with duration_hours and rainfall_mm. Can you run a numeric distribution report on the duration_hours field and normalise the station group labels at the same time?”
Multi-station precipitation data review
“I need to clean up the string fields and get a statistical distribution of rainfall_mm across these 200 weather observation rows before I import them into our dashboard — can you run both reports?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-02-022?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rainfall observation records and need both string normalisation on categorical fields and a numeric distribution report on either rainfall_mm or duration_hours in a single low-cost call ($0.01 USDC). It is ideal for offline/batch data quality checks on weather or precipitation datasets where no live data lookup, forecasting, or external action is required.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, rainfall_mm, duration_hours) causes rejection
- Invalid date format (non-YYYY-MM-DD) fails pattern validation
- Numeric values outside ±1,000,000,000,000 boundary fail schema validation
- Empty rows array rejected (minItems: 1)
- Invalid field enum value (anything other than rainfall_mm or duration_hours) causes error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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