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UV Layouts — Category Frequencies + Keyed Dataset Comparison
x402
UV Layouts — Category Frequencies + Keyed Dataset Comparison 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).
Computes category frequency distributions and performs a keyed row-by-row comparison between two UV layout datasets (island_count, occupied_percent), returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
UV layouts — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison 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
Two structured analytical reports: (1) a category frequency table showing how often each asset_group value appears across the supplied UV layout rows, and (2) a keyed dataset comparison report that aligns rows from the primary and secondary datasets by row_id and highlights differences in island_count and occupied_percent values. Covers up to 200 rows per dataset.
Example use cases
Audit UV layout exports across two pipeline runs
“I exported UV layout data from two different pipeline runs and want to know if anything changed — can you compare the two datasets row by row by row_id and also show me how frequently each asset_group appears? Primary rows have island_count and occupied_percent from run A, comparison rows from run B.”
Spot asset group distribution shifts over time
“I have two monthly snapshots of UV layout records with asset_group, island_count, and occupied_percent fields. Can you give me the category frequency breakdown for asset groups in both snapshots and flag where the keyed values differ between the two months?”
QA check between artist and automated UV unwrap
“Our artist produced one UV layout CSV and our automated tool produced another — both have the same row_ids but different island_count and occupied_percent values. Can you run a category frequency report and a keyed comparison so I can see where they diverge?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-06-111?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a category frequency analysis and a keyed row-level comparison of two UV layout datasets (island_count, occupied_percent) in a single low-cost call. It is purpose-built for UV layout domain data with the specific asset_group/island_count/occupied_percent schema. Prefer it over generic analytics tools when your data already fits the UV layout record structure and you want two reports for $0.01 without spinning up external computation.
Side effects
- Missing required fields (row_id, asset_group, date, island_count, occupied_percent) cause validation errors
- Date strings not matching YYYY-MM-DD pattern are rejected
- Input arrays exceeding 200 items are rejected
- Mismatched row_ids between primary and comparison datasets may result in unmatched rows in the comparison report
- Null numeric values are accepted but may reduce statistical coverage
- Empty rows array causes a minItems validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| other | array |
Tags
x402
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