{"uid":"cap_AiHJA848EUuDqtJDgeRe_","slug":"render-jobs-exact-row-deduplication-iqr-outlier-flags-0db28a88","name":"Render Jobs — Exact Row Deduplication + IQR Outlier Flags","description":"Render jobs — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied render jobs records (render_seconds, sample_count). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-creative-02-049?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_fQ1u1uizqdkUOqB0BZqjL","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":"Deduplicates exact duplicate rows and flags IQR-based outliers in render job records (render_seconds, sample_count) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"I have a batch of render job records — up to 200 rows with render_seconds and sample_count fields — can you deduplicate the exact duplicate rows and flag any IQR outliers in the render_seconds field?","exampleUseCases":[{"title":"Audit render pipeline for duplicate jobs","prompt":"I've got a list of render jobs from our pipeline with row IDs, asset groups, dates, render_seconds, and sample_count — can you remove exact duplicate rows and flag any outliers in render_seconds so I can clean up the dataset?"},{"title":"Detect anomalous sample counts in renders","prompt":"Here's my render job data for this month — can you run IQR outlier detection on the sample_count field and also deduplicate any repeated rows? I want to catch anything statistically weird."},{"title":"Data quality check before billing reconciliation","prompt":"Before I reconcile render costs, I need to make sure my render job records don't have any duplicates and that render_seconds values aren't wildly out of range — can you run the deduplication and IQR outlier check on these rows?"}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate records, and (2) an IQR outlier flags report marking rows where the selected field (render_seconds or sample_count) falls outside the interquartile range bounds — all computed locally without external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, asset_group, date, render_seconds, sample_count) cause validation errors","All-null values in the selected field prevent IQR computation","Date field not matching YYYY-MM-DD pattern causes schema rejection","Too few rows (fewer than 4) may make IQR computation statistically unreliable"],"whenToPreferThis":"Choose this endpoint when you have render job tabular data (up to 200 rows) and need both exact duplicate removal and statistical outlier detection in a single $0.01 call, without needing live data lookups, external predictions, or professional assessments. Ideal for pre-processing render pipeline logs before billing, reporting, or ingestion into downstream systems.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:07.030Z","isFirstParty":false,"canonicalSlug":"render-jobs-exact-row-deduplication-iqr-outlier-flags-0db28a88"}