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Coordinate Quality Checks — Numeric Distribution + Category Frequencies
x402
Coordinate Quality Checks — Numeric Distribution + 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 2026-11-02).
Analyzes coordinate quality check records (checked_points, flagged_points) to produce numeric distribution statistics and category frequency reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Coordinate quality checks — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies 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
Returns two analytical reports for the supplied coordinate quality check records: (1) a numeric distribution summary for the selected field (checked_points or flagged_points), including statistics like min, max, mean, and spread; and (2) a category frequency breakdown for categorical fields such as station_group. Covers up to 200 rows of supplied data using local analytical engines — no external lookups or live data.
Example use cases
Weather station QC audit
“I have daily quality check logs from two weather station groups — group-alpha and group-beta — with checked_points and flagged_points for each day in October. Can you analyze the distribution of checked_points and show me how often each station group appears in the dataset?”
Flagged data spike investigation
“Our coordinate pipeline flagged an unusually high number of points last week. I've got 120 rows of QC records with station_group, date, checked_points, and flagged_points. Can you compute the numeric distribution for flagged_points and break down the category frequencies by station_group?”
Routine QC report generation
“Run a standard data quality summary on these coordinate check records — about 80 rows covering three station groups over the past month. I need the numeric distribution and category frequency report for the checked_points field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-23-072?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of coordinate quality check records with checked_points and flagged_points fields and need quick, local statistical analysis — specifically a numeric distribution report and a category frequency breakdown — without any external API calls, live lookups, or predictions. Ideal for offline QC audits, batch data quality reviews, and station group frequency analysis at low cost ($0.01 USDC for both reports).
Side effects
- More than 200 rows submitted — request is rejected or truncated
- Missing required fields (row_id, station_group, date, checked_points, or flagged_points) cause validation errors
- Invalid date format (must match YYYY-MM-DD) causes schema rejection
- Null values in numeric fields may affect distribution calculations
- Invalid field enum value (must be 'checked_points' or 'flagged_points') causes error
- Empty rows array rejected (minItems: 1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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