{"uid":"cap_wGF99-udQx8igRbnU46PE","slug":"fact-check-workflow-secondary-measure-weighted-mean-keyed-dataset-16975001","name":"Fact Check Workflow — Secondary-Measure Weighted Mean + Keyed Dataset Comparison","description":"Fact check workflow — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + Keyed dataset comparison 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-18-186?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"channel_group":{"type":"string","default":"","maxLength":80},"claims_reviewed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"references_collected":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","channel_group":"group-a","claims_reviewed":10,"references_collected":1},{"date":"2026-10-02","row_id":"row-2","channel_group":"group-b","claims_reviewed":20,"references_collected":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","claims_reviewed":15,"references_collected":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","claims_reviewed":30,"references_collected":4}],"maxItems":200,"minItems":1},"field":{"enum":["claims_reviewed","references_collected"],"type":"string","default":"claims_reviewed"},"other":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","claims_reviewed","references_collected"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"references_collected":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","claims_reviewed":17,"references_collected":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","claims_reviewed":33,"references_collected":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_-2ivwhiErSJ9rPTmvCgsy","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":"Computes a secondary-measure weighted mean and performs keyed dataset comparison on up to 200 fact-check workflow records (claims_reviewed, references_collected), returning 2 analytical reports.","exampleAgentPrompt":"I have two sets of fact-check workflow records — my primary set and a comparison set, each with claims_reviewed and references_collected values per channel group and date. Can you compute the secondary-measure weighted mean of claims_reviewed (weighted by references_collected) across both datasets and also run a keyed dataset comparison between them?","exampleUseCases":[{"title":"Comparing two newsroom fact-check periods","prompt":"I have fact-check workflow data for October and November across our channel groups — can you compute the weighted mean of claims_reviewed (weighted by references_collected) for each period and then compare the two datasets by key to see what changed?"},{"title":"Weighted performance summary by channel group","prompt":"I've got up to 150 rows of fact-check records with claims_reviewed and references_collected per channel group and date. Please calculate the secondary-measure weighted mean of references_collected and run a keyed comparison against our baseline dataset."},{"title":"Auditing fact-check volume across sources","prompt":"Can you take my two sets of fact-check workflow records — each with row_id, channel_group, date, claims_reviewed, and references_collected — and produce a weighted mean of claims_reviewed plus a keyed dataset comparison report so I can audit consistency across sources?"}],"resultDescription":"Returns 2 analytical reports: (1) a secondary-measure weighted mean of the selected field (claims_reviewed or references_collected), weighted by the other measure, computed across up to 200 rows; and (2) a keyed dataset comparison showing differences and alignments between the primary and secondary supplied datasets, keyed by row_id or channel_group.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, channel_group, date, claims_reviewed, references_collected) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Null values in both claims_reviewed and references_collected for a row — row excluded from weighted mean","Empty rows array — error returned","Mismatched keys between primary and comparison datasets — comparison report may show all rows as unmatched"],"whenToPreferThis":"Choose this endpoint when you need to compute a weighted mean of one fact-check metric (claims_reviewed or references_collected) using the other as the weight, AND simultaneously compare two keyed datasets of fact-check workflow records — all from data you supply locally, with no live lookups or external data sources required. Best for offline batch analytics on up to 200 rows at low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T12:36:30.250Z","isFirstParty":false,"canonicalSlug":"fact-check-workflow-secondary-measure-weighted-mean-keyed-dataset-16975001"}