{"uid":"cap_OUwuuH2D5-0BgwmuqQMuP","slug":"scene-geometry-data-quality-suite-audit-deduplication-iqr-outlier-flags-167691a0","name":"Scene Geometry Data Quality Suite — Audit, Deduplication & IQR Outlier Flags","description":"Scene geometry — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied scene geometry records (object_count, triangle_count). 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-05-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","object_count","triangle_count"],"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},"object_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"triangle_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","object_count":10,"triangle_count":1},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","object_count":20,"triangle_count":2},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","object_count":15,"triangle_count":3},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","object_count":30,"triangle_count":4}],"maxItems":200,"minItems":1},"field":{"enum":["object_count","triangle_count"],"type":"string","default":"object_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_pmKUvhPpiUk1di2pfM7_P","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 scene geometry records (object_count, triangle_count): a record quality audit, exact row deduplication, and IQR-based outlier flagging — all processed locally with no external lookups.","exampleAgentPrompt":"Can you audit my scene geometry records for quality issues, exact duplicates, and IQR outliers on the object_count field? I have 4 rows: row-1 on 2026-10-01 for group-a with object_count 10 and triangle_count 1, row-2 on 2026-10-02 for group-b with 20 and 2, row-3 on 2026-10-03 for group-a with 15 and 3, and row-4 on 2026-10-04 for group-b with 30 and 4.","exampleUseCases":[{"title":"Pre-pipeline scene data validation","prompt":"Before I push this batch of scene geometry records into our rendering pipeline, can you run a quality audit, check for exact duplicate rows, and flag any IQR outliers on triangle_count? I have about 150 rows across several asset groups with dates in October 2026."},{"title":"Detecting outlier object counts in asset groups","prompt":"I suspect some of my asset group records have unusual object_count values — can you run an IQR outlier check along with a full record quality audit and deduplication pass on these 80 scene geometry rows?"},{"title":"Cleaning exported 3D asset metadata","prompt":"I just exported scene geometry metadata from our tool and want to clean it up — please audit the record quality, remove any exact duplicate rows, and flag outliers on object_count so I know which entries to review before importing."}],"resultDescription":"Returns three independent reports: (1) a record quality audit identifying missing, null, or malformed field values; (2) an exact row deduplication report listing duplicate rows across all fields; and (3) IQR outlier flags on the selected numeric field (object_count or triangle_count), indicating which rows fall outside the interquartile range. All processing is local with no external lookups.","failureModes":["Fewer than 1 row provided — rejected by minItems constraint","More than 200 rows provided — rejected by maxItems constraint","Invalid date format (not YYYY-MM-DD) — schema validation error","Missing required fields (row_id, asset_group, date, object_count, triangle_count) — request rejected","Numeric values outside allowed range (±1,000,000,000,000) — schema rejection","Invalid field enum value (not object_count or triangle_count) — request rejected"],"whenToPreferThis":"Choose this endpoint when you need a combined, cost-efficient three-in-one data quality pass on scene geometry records specifically (object_count, triangle_count). It is ideal for pre-ingestion validation of 3D asset metadata, catching duplicates and outliers in a single call at minimal cost ($0.01 USDC for up to 200 rows). Prefer this over general-purpose data tools when your data conforms to the scene geometry schema (row_id, asset_group, date, object_count, triangle_count) and you need audit + dedup + outlier detection together without any external API calls or live data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:27.168Z","isFirstParty":false,"canonicalSlug":"scene-geometry-data-quality-suite-audit-deduplication-iqr-outlier-flags-167691a0"}