{"uid":"cap_JqTR_zZTyVzAQ9aVBTEX0","slug":"render-jobs-data-quality-audit-deduplication-iqr-outlier-flags-fa0223ba","name":"Render Jobs Data Quality Audit: Deduplication + IQR Outlier Flags","description":"Render jobs — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied render jobs records (render_seconds, sample_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-02-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","render_seconds","sample_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},"sample_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","sample_count":1,"render_seconds":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","sample_count":2,"render_seconds":20},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","sample_count":3,"render_seconds":15},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","sample_count":4,"render_seconds":30}],"maxItems":200,"minItems":1},"field":{"enum":["render_seconds","sample_count"],"type":"string","default":"render_seconds"}}},"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_oINZB_NPcxzoUg9tdn_kn","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 local analytical reports on render job records: a record quality audit, exact row deduplication, and IQR-based outlier flagging for render_seconds or sample_count fields.","exampleAgentPrompt":"Can you run a full data quality audit on these render job records — check for duplicates and flag any IQR outliers in the render_seconds field? I have up to 50 rows with row_id, asset_group, date, render_seconds, and sample_count.","exampleUseCases":[{"title":"Pre-analysis render pipeline cleanup","prompt":"I have a batch of 120 render job records with row_id, asset_group, date, render_seconds, and sample_count columns. Can you audit them for quality issues, remove exact duplicates, and flag any outliers in render_seconds using IQR before I run my performance analysis?"},{"title":"Detecting anomalous sample counts","prompt":"Before I report on our rendering stats, can you check these 80 render job rows for data quality problems, deduplicate them, and flag any sample_count values that look like outliers based on IQR?"},{"title":"Studio asset group validation","prompt":"Our render farm exported about 150 job records across several asset groups. Can you run a quality audit, find any exact duplicate rows, and highlight render_seconds outliers using IQR so I know which records to investigate?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit highlighting missing, null, or malformed values; (2) an exact row deduplication report identifying duplicate entries; and (3) IQR-based outlier flags for the selected numeric field (render_seconds or sample_count), all computed locally without external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, asset_group, render_seconds, sample_count) cause validation errors","Invalid date format (non-YYYY-MM-DD) triggers schema rejection","Empty rows array returns an error","Null-heavy datasets may produce limited outlier detection results"],"whenToPreferThis":"Choose this endpoint when you need a combined, cost-effective ($0.01 USDC) triple-report on render job data quality — covering nulls/malformed records, exact duplicates, and numeric outliers — without needing live lookups, predictions, or external integrations. Ideal for pre-analysis data cleaning of rendering pipeline exports up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:06.728Z","isFirstParty":false,"canonicalSlug":"render-jobs-data-quality-audit-deduplication-iqr-outlier-flags-fa0223ba"}