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Coordinate Quality Checks — String Normalisation + Duplicate Key Report
x402
Coordinate Quality Checks — String Normalisation + 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 2026-10-25).
Runs string normalisation and duplicate key detection on coordinate quality check records (checked_points, flagged_points) for up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Coordinate quality checks — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied coordinate quality checks records (checked_points, flagged_points). 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 string normalisation report detailing standardised values across text fields such as station_group, and (2) a duplicate key report identifying any rows sharing identical key combinations across the supplied coordinate quality check records.
Example use cases
Station group label standardisation
“I have about 150 rows of coordinate quality check data with inconsistent station group names — things like 'Group A', 'group-a', 'GROUP A'. Can you normalise all the string fields and tell me what got cleaned up?”
Duplicate row ID detection in QC records
“Before I merge my coordinate quality datasets, can you scan these 80 rows for any duplicate row IDs or repeated station group and date combinations and give me a full duplicate key report?”
Pre-pipeline data audit for flagged coordinates
“I need a quick audit of my checked_points and flagged_points records before loading them into the pipeline — can you run both the string normalisation and the duplicate key check on all 200 rows and report back what issues you find?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-23-021?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, offline string normalisation and duplicate key detection specifically on coordinate quality check records (checked_points, flagged_points) without requiring live lookups, external data enrichment, or prediction. It is best suited for pre-processing or auditing batches of up to 200 station-based coordinate QC rows at minimal cost ($0.01 USDC for both reports).
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, station_group, date, checked_points, or flagged_points) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) are rejected
- Empty rows array (minItems: 1 not met) causes schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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