{"uid":"cap_LHFIWySMJgfyyMXt34ZI0","slug":"transcript-preparation-two-measure-correlation-keyed-dataset-comparison-78bf3416","name":"Transcript Preparation — Two-Measure Correlation + Keyed Dataset Comparison","description":"Transcript preparation — Two-measure correlation + Keyed dataset comparison: Two-measure correlation + Keyed dataset comparison 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-12-183?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":17},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":33}],"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_czVs3DY2hEUO6XX1m5BD0","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 Pearson/statistical correlation between transcribed_minutes and source_minutes, plus a keyed comparison between two supplied datasets, across up to 200 transcript preparation rows.","exampleAgentPrompt":"I have two sets of transcript records — each with row IDs, document groups, dates, transcribed_minutes, and source_minutes — and I want to see a correlation report between the two duration fields plus a keyed comparison between the two datasets, up to 200 rows each.","exampleUseCases":[{"title":"Transcription accuracy audit across projects","prompt":"I have 150 rows of transcript records from Q3 — each row has a row_id, document_group, date, source_minutes, and transcribed_minutes — and I want to know how strongly the transcribed durations correlate with the source recordings, plus a side-by-side keyed comparison between this quarter's data and last quarter's."},{"title":"Comparing two transcription vendor outputs","prompt":"We used two different vendors to transcribe the same audio files. I have both datasets with matching row IDs, dates, and document groups. Can you run a correlation analysis on the transcribed vs source minutes and then compare the two vendor datasets row by row to spot where they diverge?"},{"title":"Quality check on auto-transcription pipeline","prompt":"Our automated transcription pipeline produced two runs of the same 80 audio files. I need a correlation report between transcribed_minutes and source_minutes, and a keyed comparison between the two pipeline runs by row_id to see which records changed between runs."}],"resultDescription":"Returns two independent analytical reports: (1) a two-measure correlation report quantifying the statistical relationship between transcribed_minutes and source_minutes across all supplied rows; (2) a keyed dataset comparison report that matches rows from both input datasets by key and highlights differences. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows in either dataset — exceeds row limit","Missing required fields (row_id, date, transcribed_minutes, source_minutes) — validation error","Date format not matching YYYY-MM-DD pattern — schema validation failure","Non-numeric values in transcribed_minutes or source_minutes — type error","Payment not provided or insufficient USDC — 402 Payment Required response","Mismatched row counts between primary and comparison dataset may reduce keyed comparison coverage"],"whenToPreferThis":"Choose this endpoint when you need both a statistical correlation between two numeric duration fields and a record-level keyed comparison between two datasets in a single call, specifically for transcript preparation data (transcribed_minutes vs source_minutes). It is well-suited for quality auditing, vendor comparison, or pipeline validation scenarios involving up to 200 rows. Prefer alternatives if you need more than 200 rows, live data lookups, predictions, or single-report-only analysis.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:52.294Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-two-measure-correlation-keyed-dataset-comparison-78bf3416"}