{"uid":"cap_Hi7U7HQXeQI5mNrMTMBqN","slug":"uv-layouts-data-quality-audit-record-quality-deduplication-equal-7a396fc6","name":"UV Layouts Data Quality Audit: Record Quality, Deduplication & Equal-Width Histogram","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-creative-06-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_k_NHcEKUZIy8yCh_cm_j7","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 (record quality audit, exact row deduplication, and equal-width histogram) on UV layout records containing island_count and occupied_percent fields.","exampleAgentPrompt":"Can you run a full data quality audit, exact deduplication check, and a 10-bin equal-width histogram on my UV layout records for island_count? I have about 50 rows with fields like row_id, asset_group, date, island_count, and occupied_percent.","exampleUseCases":[{"title":"UV layout data quality check before pipeline","prompt":"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."},{"title":"Deduplication of UV asset group exports","prompt":"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?"},{"title":"Distribution analysis for UV occupied percent","prompt":"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?"}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T00:44:53.642Z","isFirstParty":false,"canonicalSlug":"uv-layouts-data-quality-audit-record-quality-deduplication-equal-7a396fc6"}