{"uid":"cap_P3oxJwA9neFQrW6yenAWT","slug":"fact-check-workflow-exact-row-deduplication-secondary-measure-71fc9970","name":"Fact Check Workflow — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Fact check workflow — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied fact check workflow records (claims_reviewed, references_collected). 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-news-18-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","claims_reviewed","references_collected"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"channel_group":{"type":"string","default":"","maxLength":80},"claims_reviewed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"references_collected":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","channel_group":"group-a","claims_reviewed":10,"references_collected":1},{"date":"2026-10-02","row_id":"row-2","channel_group":"group-b","claims_reviewed":20,"references_collected":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","claims_reviewed":15,"references_collected":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","claims_reviewed":30,"references_collected":4}],"maxItems":200,"minItems":1},"field":{"enum":["claims_reviewed","references_collected"],"type":"string","default":"claims_reviewed"}}},"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_NGtSCEuzZTOCi8-cUuV2Q","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 fact-check workflow records and computes a secondary-measure weighted mean across claims_reviewed and references_collected data, returning two analytical reports.","exampleAgentPrompt":"Can you deduplicate these fact-check workflow records and compute a weighted mean for claims_reviewed across my channel groups? I have up to 50 rows with dates, row IDs, and channel groups like 'group-a' and 'group-b' — I need both the deduplication report and the weighted mean report.","exampleUseCases":[{"title":"Cleaning duplicate fact-check submissions","prompt":"I have a batch of 80 fact-check workflow rows from our newsroom — some rows are exact duplicates across different channel groups. Can you deduplicate them and give me a weighted mean for claims_reviewed so I can see which channels are doing the most verification work?"},{"title":"Weekly references collected summary","prompt":"Here are 120 rows of fact-checking activity from last week, each with a row_id, channel_group, date, claims_reviewed, and references_collected. Please deduplicate the exact duplicate rows and then compute the secondary-measure weighted mean for references_collected so I can report on sourcing effort."},{"title":"Auditing channel group fact-check data","prompt":"I need to audit our fact-check workflow data for channel groups 'breaking-news' and 'investigative' — I have 40 rows covering October. Run exact row deduplication and a weighted mean on claims_reviewed to identify any data quality issues and summarize the load per group."}],"resultDescription":"Returns two analytical reports: (1) a deduplicated row set with exact duplicate rows removed, and (2) a secondary-measure weighted mean computed over the specified field (claims_reviewed or references_collected), grouped or weighted by the secondary measure across the supplied rows and channel groups.","failureModes":["Exceeding 200 rows causes rejection — keep input to maxItems:200","Missing required fields (row_id, channel_group, date, claims_reviewed, references_collected) on any row causes validation failure","Invalid date format (non-YYYY-MM-DD) triggers pattern validation error","Null values for both measures may produce undefined weighted mean","Payment failure or insufficient USDC balance blocks the call"],"whenToPreferThis":"Choose this endpoint when you have a batch of fact-check workflow records (up to 200 rows) that may contain exact duplicate entries and you need both a cleaned dataset and a statistically weighted aggregate of either claims_reviewed or references_collected. It is ideal for newsroom analytics pipelines, journalism data audits, and weekly fact-check reporting where deduplication and weighted summarization are needed together in a single low-cost call. Not suitable for live lookups, predictions, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:47:32.820Z","isFirstParty":false,"canonicalSlug":"fact-check-workflow-exact-row-deduplication-secondary-measure-71fc9970"}