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Snow Observations — Duplicate Key Report + Category Frequencies
x402
Snow Observations — Duplicate Key Report + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Analyzes up to 200 snow observation records (snow_depth_cm, snowfall_cm) to produce a duplicate key report and category frequency summary in two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Snow observations — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies for supplied snow observations records (snow_depth_cm, snowfall_cm). 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 independent analytical reports: (1) a duplicate key report identifying repeated row_id, station_group, and/or date combinations across up to 200 submitted snow observation records; (2) category frequency counts showing how often each distinct value appears in categorical fields such as station_group and date. No live data lookup or external data is involved.
Example use cases
Data quality check on snow sensor logs
“I've collected snow depth and snowfall readings from multiple stations and I want to make sure there are no duplicate row IDs before I archive them. Can you run a duplicate key report on these 80 records and also tell me how often each station group shows up?”
Station group frequency audit for reporting
“I need to know how frequently each weather station group appears in my snow observation dataset — I have 120 rows with station_group, date, snow_depth_cm, and snowfall_cm fields. Can you generate a category frequency report for me?”
Pre-analysis deduplication for snow research
“Before I run my seasonal snow analysis, can you scan these 150 snow observation rows for any duplicate date-and-station combinations and give me a breakdown of how many records fall into each station group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-09-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 snow observation records and need both a duplicate key check and category frequency analysis in a single low-cost call ($0.01 USDC). Ideal for data quality pre-checks on weather datasets before archival, reporting, or downstream analysis. Not suitable for live weather lookups, forecasting, or datasets exceeding 200 rows.
Side effects
- Exceeding 200 rows returns an error or truncated result
- Missing required fields (row_id, station_group, date, snow_depth_cm, snowfall_cm) causes validation failure
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Empty rows array returns an error
- Null values in snow_depth_cm or snowfall_cm are accepted but may affect frequency counts
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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