{"uid":"cap_SxEO7MtFBA2_Ay3bLdN-x","slug":"uv-layouts-data-quality-suite-record-audit-deduplication-iqr-outlier-c8daa54d","name":"UV Layouts Data Quality Suite — Record Audit, Deduplication & IQR Outlier Flags","description":"UV layouts — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags 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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-creative-06-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","island_count","occupied_percent"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"island_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"occupied_percent":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","island_count":10,"occupied_percent":1},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","island_count":20,"occupied_percent":2},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","island_count":15,"occupied_percent":3},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","island_count":30,"occupied_percent":4}],"maxItems":200,"minItems":1},"field":{"enum":["island_count","occupied_percent"],"type":"string","default":"island_count"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_oX9YbXa0OVYCfAHaAnPrM","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs three analytical reports on UV layout records: a record quality audit, exact row deduplication, and IQR-based outlier flagging for island_count and occupied_percent fields.","exampleAgentPrompt":"Can you audit this batch of UV layout records for data quality issues, remove exact duplicate rows, and flag any outliers in the island_count field using IQR? I have about 50 rows with asset groups like 'mesh-body' and 'mesh-head' from October 2026.","exampleUseCases":[{"title":"Pre-pipeline UV data sanitation","prompt":"Before I run my rendering pipeline, can you check these 120 UV layout rows for record quality problems, exact duplicates, and IQR outliers in the occupied_percent column? The rows cover asset groups 'exterior' and 'interior' from September through October 2026."},{"title":"Spotting anomalous island counts","prompt":"I've got 80 UV layout records with island_count values that seem off — can you run the outlier detection using IQR on island_count and also tell me if any rows are duplicates or have quality issues?"},{"title":"Monthly UV layout data review","prompt":"At the end of the month I want to validate our UV layout data — please run a record quality audit, deduplicate any exact matches, and flag IQR outliers for both island_count and occupied_percent across these 200 rows from our asset groups."}],"resultDescription":"Returns three independent reports: (1) a record quality audit identifying missing, malformed, or invalid values per row; (2) an exact row deduplication report listing duplicate row_ids or record groups; (3) IQR-based outlier flags marking rows whose island_count or occupied_percent values fall outside the interquartile range. All reports are computed locally with no external lookups.","failureModes":["Input exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, date, asset_group) cause row-level audit failures","Dates not matching YYYY-MM-DD pattern will fail schema validation","All-null numeric columns prevent IQR computation, returning no outlier flags","Fewer than 4 rows may produce statistically unreliable IQR results"],"whenToPreferThis":"Use this endpoint when you need three bundled data-quality operations (audit + dedup + outlier flagging) on UV layout records in a single low-cost call, especially when working with 3D asset pipelines that track island_count and occupied_percent. Prefer it over general-purpose analytics tools when your data is already structured in the expected row format and you want fast, local computation without external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T00:43:57.024Z","isFirstParty":false,"canonicalSlug":"uv-layouts-data-quality-suite-record-audit-deduplication-iqr-outlier-c8daa54d"}