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Geospatial Tile Processing Analytics — Quality Audit, Deduplication & Numeric Distribution
x402
Geospatial Tile Processing Analytics — Quality Audit, Deduplication & 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 2026-11-01).
Runs three analytical reports on geospatial tile processing records: record quality audit, exact row deduplication, and numeric distribution for tile_count or processing_seconds fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Geospatial tile processing — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied geospatial tile processing records (tile_count, processing_seconds). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports: (1) a record quality audit flagging issues like missing or malformed fields, (2) an exact row deduplication report identifying and removing duplicate records, and (3) a numeric distribution summary for the selected field (tile_count or processing_seconds) across up to 200 input rows.
Example use cases
Tile pipeline quality audit
“I have 120 rows of geospatial tile processing logs with row_id, station_group, date, tile_count, and processing_seconds. Can you audit them for record quality issues, flag any exact duplicate rows, and give me a distribution breakdown of tile_count?”
Deduplication before data ingestion
“Before I load these tile processing records into our warehouse, can you run an exact row deduplication check and quality audit on the dataset? There are about 80 rows with tile_count and processing_seconds columns.”
Performance distribution analysis
“I want to understand how processing_seconds is distributed across my 60 tile processing records by station group. Can you run the numeric distribution report on processing_seconds along with a quality audit of the data?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-21-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, local analytical reports on geospatial tile processing records without any external lookups or live data. It is ideal for pre-ingestion data hygiene, deduplication checks, and distribution analysis on small-to-medium datasets (up to 200 rows) at a fixed low cost of $0.01 USDC per call covering all three reports simultaneously.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, date, tile_count, processing_seconds) in one or more rows — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1e12 to 1e12) — validation error
- Empty rows array — request rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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