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Wind Observations Record Quality Audit + Adjacent Row Changes
x402
Wind Observations Record Quality Audit + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Audits quality of wind observation records and detects adjacent row changes for wind_speed_ms or gust_speed_ms fields across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Wind observations — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied wind observations records (wind_speed_ms, gust_speed_ms). 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 reports: (1) a record quality audit highlighting data issues such as nulls, out-of-range values, or malformed entries across the submitted rows; and (2) an adjacent row changes report identifying where consecutive records show notable transitions in the selected wind field (wind_speed_ms or gust_speed_ms). Both reports are computed locally without external lookups.
Example use cases
Weather station data integrity check
“I have 120 rows of wind observation data from our monitoring stations with dates, station groups, wind speeds and gust speeds — can you audit the wind_speed_ms field for quality issues and flag any sudden changes between adjacent rows?”
Gust speed anomaly detection in logs
“We collected gust speed readings from multiple station groups over the past month, about 80 records total. Can you run a record quality audit and adjacent row change report on the gust_speed_ms column to catch anything suspicious?”
Pre-analysis data validation for wind dataset
“Before I run my wind analysis, I need to validate this dataset of 200 wind observation rows — please do a quality audit and check for adjacent row changes on the wind_speed_ms field so I can clean it up first.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-03-011?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of wind observation records (up to 200 rows) and need two simultaneous analytical reports — a data quality audit and adjacent row change detection — for either wind_speed_ms or gust_speed_ms, without needing external data sources, live weather lookups, or forecasts. It is cost-effective at $0.01 USDC for both reports in a single call.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, station_group, date, wind_speed_ms, gust_speed_ms) cause validation errors
- Invalid date format (must be YYYY-MM-DD) causes schema rejection
- Payment not fulfilled — endpoint returns 402 if x402 payment is missing
- Empty rows array (minItems: 1 not met) causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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