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UV Layouts Data Quality: IQR Outlier Flags + Missing Value Fill
x402
UV Layouts Data Quality: IQR Outlier Flags + Missing Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Runs IQR-based outlier detection and explicit missing-value imputation on up to 200 rows of UV layout records containing island_count and occupied_percent fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
UV layouts — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied uv layouts records (island_count, occupied_percent). 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 UV layout rows: (1) IQR outlier flags identifying which rows contain statistically extreme values in the chosen field, and (2) a dataset with missing values explicitly filled using the chosen method (zero, mean, or median). Both reports operate on up to 200 rows using local analytical engines with no external lookups.
Example use cases
Outlier detection in island counts
“I have 80 rows of UV layout data with island_count and occupied_percent by date and asset group — flag any IQR outliers in the island_count field for me.”
Median imputation for missing occupancy
“Some of my UV layout rows are missing occupied_percent values. Can you fill those gaps using median imputation across my dataset of about 120 records?”
Data quality audit for UV asset groups
“Run both IQR outlier flagging and median missing-value fill on my UV layout records — I have 150 rows covering multiple asset groups and I want to catch data issues in the island_count column.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-06-180?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both IQR-based outlier detection and missing-value imputation on UV layout data (island_count, occupied_percent) in a single low-cost call. It is purpose-built for UV layout domain records and bundles two analytical reports for $0.01 USDC, making it efficient for small-to-medium dataset quality checks up to 200 rows without requiring any external data sources or live lookups.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, island_count, occupied_percent) causes rejection
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
- Unsupported fill method value fails enum validation
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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