{"uid":"cap_pzXw-iQw4TsEXHNgFSfZH","slug":"transcript-preparation-iqr-outlier-flags-two-measure-correlation-24c184d5","name":"Transcript Preparation — IQR Outlier Flags + Two-Measure Correlation","description":"Transcript preparation — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied transcript preparation records (transcribed_minutes, source_minutes). 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-writing-12-176?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":30}],"maxItems":200,"minItems":1},"field":{"enum":["transcribed_minutes","source_minutes"],"type":"string","default":"transcribed_minutes"}}},"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_r0XxD0Iqsgmiy2AUpRW8l","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 IQR-based outlier detection and Pearson/Spearman correlation analysis on up to 200 transcript preparation records with transcribed_minutes and source_minutes fields.","exampleAgentPrompt":"Can you run outlier flagging and correlation analysis on these 150 transcript records I have — each one has a row_id, document_group, date, transcribed_minutes, and source_minutes — and flag which rows look like outliers based on IQR, then tell me how correlated transcribed_minutes is with source_minutes?","exampleUseCases":[{"title":"Transcription QA outlier audit","prompt":"I have 80 rows of transcription logs with columns row_id, document_group, date, source_minutes, and transcribed_minutes. Can you flag any outliers using IQR on the transcribed_minutes field and also show me how strongly transcribed_minutes correlates with source_minutes?"},{"title":"Multi-group transcript duration review","prompt":"We have transcript records across two document groups — 'legal' and 'medical' — spanning dates in October 2025. Can you analyze up to 120 of these rows for IQR-based outliers in source_minutes and calculate the two-measure correlation between transcribed_minutes and source_minutes?"},{"title":"Catching bad transcription submissions","prompt":"Before I process payment for these 60 vendor transcription submissions, can you run IQR outlier detection and a correlation check on the transcribed_minutes vs source_minutes columns so I can spot any suspicious entries?"}],"resultDescription":"Returns two analytical reports for the submitted rows: (1) IQR outlier flags identifying which rows have transcribed_minutes or source_minutes values outside the interquartile range, and (2) a two-measure correlation report quantifying the statistical relationship between transcribed_minutes and source_minutes across all supplied records.","failureModes":["Fewer than 1 row supplied — minItems violation returns validation error","More than 200 rows supplied — maxItems limit exceeded","Missing required fields (row_id, date, transcribed_minutes, source_minutes) cause schema rejection","Malformed date strings not matching YYYY-MM-DD pattern rejected","All null values in a numeric field may prevent meaningful IQR or correlation computation","Invalid field enum value outside [transcribed_minutes, source_minutes] rejected","Payment of less than 0.01 USDC results in request rejection"],"whenToPreferThis":"Choose this endpoint when you have a batch of transcript preparation records (up to 200 rows) and need both IQR-based outlier detection and a two-measure correlation report in a single low-cost call. It is purpose-built for transcription workflow QA — specifically for the transcribed_minutes and source_minutes pair — making it more targeted than generic statistics APIs. At $0.01 USDC for both reports simultaneously, it is cost-efficient for routine transcript auditing pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:40.495Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-iqr-outlier-flags-two-measure-correlation-24c184d5"}