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UV Layouts Data Quality Audit: Record Quality, Deduplication & Equal-Width Histogram
x402
UV Layouts Data Quality Audit: Record Quality, Deduplication & Equal-Width Histogram 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 three analytical reports (record quality audit, exact row deduplication, and equal-width histogram) on UV layout records containing island_count and occupied_percent fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
UV layouts — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied uv layouts records (island_count, occupied_percent). 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
Returns three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and completeness metrics per field; (2) an exact row deduplication report identifying repeated rows and duplicate counts; (3) an equal-width histogram of the selected numeric field (island_count or occupied_percent) divided into the requested number of bins, with frequency counts per bin. All computed locally with no external lookups.
Example use cases
UV layout data quality check before pipeline
“I need to audit these UV layout records before I run them through our pipeline — can you check for missing values, data quality issues, find any exact duplicate rows, and give me a 5-bin histogram of the island_count field? Here are 80 rows with row_id, asset_group, date, island_count, and occupied_percent.”
Deduplication of UV asset group exports
“We exported UV layout data from two asset groups and suspect there are duplicate entries — can you run an exact row deduplication report on these 150 rows and also give me the record quality audit and a 10-bin histogram of occupied_percent?”
Distribution analysis for UV occupied percent
“I want to understand the distribution of occupied_percent across my UV layout dataset. Can you generate a 20-bin equal-width histogram on the occupied_percent field, plus run the record quality audit and deduplication check on my 120 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-06-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, low-cost, offline data quality pass on UV layout records with island_count and/or occupied_percent fields — specifically when you need all three reports (quality audit, deduplication, histogram) bundled in a single call. It is ideal for pre-pipeline validation of small-to-medium UV layout datasets (up to 200 rows) without any need for external lookups, ML predictions, or live data sources.
Side effects
- Row count exceeds 200-item maximum — request rejected
- Missing required fields (row_id, asset_group, date, island_count, occupied_percent) — validation error
- Invalid date format (must match YYYY-MM-DD) — schema validation failure
- Bin count outside 1–30 range — parameter error
- All values for selected field are null — histogram cannot be computed
- Payment of 0.01 USDC not completed — 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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