{"uid":"cap_NmrqvCv8vKAY0uL-T1VCe","slug":"transcript-preparation-secondary-measure-weighted-mean-keyed-dataset-32dae807","name":"Transcript Preparation — Secondary-Measure Weighted Mean + Keyed Dataset Comparison","description":"Transcript preparation — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + 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-12-186?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":30}],"maxItems":200,"minItems":1},"field":{"enum":["transcribed_minutes","source_minutes"],"type":"string","default":"transcribed_minutes"},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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_6NqHhb4SNyZEbDfBZhr5w","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 a keyed dataset comparison on up to 200 transcript preparation records (transcribed_minutes, source_minutes), returning two analytical reports.","exampleAgentPrompt":"I have two sets of transcript preparation records (up to 200 rows each) with transcribed_minutes and source_minutes fields — can you run a secondary-measure weighted mean on transcribed_minutes and then do a keyed comparison between the two datasets, grouped by document_group?","exampleUseCases":[{"title":"Transcription accuracy audit across vendors","prompt":"I have 150 rows of transcript records from two different transcription vendors, each with a row_id, document_group, date, transcribed_minutes, and source_minutes. Can you compute the weighted mean of transcribed_minutes using source_minutes as the weight, and compare the two vendor datasets side by side by key?"},{"title":"Monthly transcript QA between draft and final","prompt":"Here are my draft and final transcript logs for October — each row has a document_group, date, source_minutes, and transcribed_minutes. Please run a secondary-measure weighted mean on source_minutes and a keyed comparison between the draft and final sets so I can see where they diverge."},{"title":"Document group efficiency benchmarking","prompt":"I want to benchmark transcription efficiency across my document groups. I have two batches of records with transcribed_minutes and source_minutes — can you compute the weighted mean of transcribed_minutes and compare the two batches using the row_id as the key?"}],"resultDescription":"Returns two analytical reports: (1) a secondary-measure weighted mean computed over the selected field (transcribed_minutes or source_minutes) using the other measure as weight, broken down by document_group or overall; (2) a keyed dataset comparison between the primary rows and the other dataset, identifying matches, mismatches, and differences by row_id key. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — rejected with validation error","Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) — row-level validation failure","Invalid date format (not YYYY-MM-DD) — schema validation rejection","All values for the weighted field are null — weighted mean cannot be computed","Mismatched row_ids between rows and other datasets — keyed comparison returns empty matches","Numeric values outside allowed range — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need both a secondary-measure weighted mean AND a keyed dataset comparison on transcript preparation data (transcribed_minutes, source_minutes) in a single call. It is ideal for comparing two batches of transcript records by row key while also computing a weighted aggregate, all from supplied data without any external lookups or live data dependencies. At $0.01 USDC for two reports on up to 200 rows, it is cost-effective for batch transcript QA workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T13:17:03.339Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-secondary-measure-weighted-mean-keyed-dataset-32dae807"}