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Wind Observations — Exact Row Deduplication + Duplicate Key Report
x402
Wind Observations — Exact Row Deduplication + Duplicate Key Report 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).
Deduplicates exact duplicate rows and generates a duplicate key report for wind observation records (wind_speed_ms, gust_speed_ms) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Wind observations — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report 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 reports: (1) an exact row deduplication result identifying and removing fully duplicate rows from the submitted wind observation records, and (2) a duplicate key report listing which keys (row_id / station_group / date combinations) appear more than once — all computed locally without any external lookup or live data.
Example use cases
Weather station data quality audit
“I've got wind readings from multiple stations over October — station_group, date, wind_speed_ms, and gust_speed_ms — and I suspect there are duplicate entries. Can you deduplicate the rows exactly and give me a duplicate key report so I know which records are repeated?”
Pre-pipeline wind data deduplication
“Before I load these 150 wind observation rows into our database, can you run exact row deduplication and flag any duplicate keys? The rows have fields: row_id, station_group, date, wind_speed_ms, and gust_speed_ms.”
Anemometer log cleanup
“Our anemometer logs have been merged from two sources and I think there's overlap. Please deduplicate these wind records exactly and generate a report showing which row_ids are duplicates — each row has a station_group, date, wind_speed_ms, and gust_speed_ms.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-03-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to clean wind observation datasets by removing exact duplicate rows and identifying duplicate keys, specifically for records with wind_speed_ms and gust_speed_ms fields, without requiring any live data lookup or external analysis. It is ideal for pre-ingestion data quality checks on batches of up to 200 wind sensor records.
Side effects
- More than 200 rows submitted — exceeds maxItems limit
- Missing required fields (row_id, station_group, date, wind_speed_ms, gust_speed_ms) causing validation failure
- Invalid date format (must match YYYY-MM-DD pattern)
- Empty rows array (minItems: 1 not met)
- Non-numeric values for wind_speed_ms or gust_speed_ms where number expected
- Payment not included or insufficient USDC amount
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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