{"uid":"cap_L1cw0DUCEsL8ns5rDrLKu","slug":"uv-layouts-data-quality-suite-record-audit-string-normalisation-3756c38d","name":"UV Layouts Data Quality Suite — Record Audit, String Normalisation & Dataset Comparison","description":"UV layouts — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison 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-06-207?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"island_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"occupied_percent":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","island_count":10,"occupied_percent":1},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","island_count":20,"occupied_percent":2},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","island_count":15,"occupied_percent":3},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","island_count":30,"occupied_percent":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","island_count","occupied_percent"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"occupied_percent":2},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","island_count":17,"occupied_percent":3},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","island_count":33,"occupied_percent":4}],"maxItems":200,"minItems":0}}},"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_VXK4hzajxZXWc0j3ZFEqk","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, string normalisation, and keyed dataset comparison for island_count and occupied_percent fields.","exampleAgentPrompt":"Can you audit the quality of these UV layout records, normalise the asset_group strings, and compare them against our reference dataset — I have up to 50 rows with island_count and occupied_percent values, split across two groups called 'group-a' and 'group-b', dated from 2026-10-01 onwards?","exampleUseCases":[{"title":"Pre-pipeline UV layout data validation","prompt":"I have 80 UV layout records with island_count and occupied_percent fields and I want to run a quality audit before processing — can you check for missing values, normalise the asset_group strings, and flag any anomalies?"},{"title":"Comparing revised UV layout exports","prompt":"We have two exports of our UV layout data keyed by row_id — the original and a revised version — can you compare them side by side and tell me where island_count or occupied_percent values differ?"},{"title":"Cleaning asset group labels in UV data","prompt":"Our UV layout records have inconsistent asset_group naming like 'Group A', 'group-a', and 'GROUP_A' — can you run string normalisation on them and also give me a quality audit of the full dataset of about 120 rows?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and completeness issues across island_count and occupied_percent; (2) a string normalisation report standardising text fields like asset_group; and (3) a keyed dataset comparison report identifying row-level differences between the supplied and reference datasets, matched by row_id.","failureModes":["Input array exceeds 200 rows — request will be rejected","Rows missing required fields (row_id, asset_group, date, island_count, occupied_percent) — validation error","Date field not matching YYYY-MM-DD pattern — schema validation failure","Payment of 0.01 USDC not provided or rejected — 402 Payment Required","Empty rows array (minItems: 1 not satisfied) — schema error","Mismatched row_id keys between 'rows' and 'other' arrays — comparison report may show all rows as changed"],"whenToPreferThis":"Choose this endpoint when you have UV layout tabular data with island_count and occupied_percent fields and need three analytical operations in a single call: quality auditing, string normalisation, and dataset diffing. It is ideal for 3D pipeline pre-processing validation, asset management data cleaning, or QA workflows comparing two versions of UV layout exports. At $0.01 for three reports on up to 200 rows, it is cost-effective for batch local analysis without any external lookup or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:56:56.505Z","isFirstParty":false,"canonicalSlug":"uv-layouts-data-quality-suite-record-audit-string-normalisation-3756c38d"}