{"uid":"cap_7aCSDWK5UWz1n6qRTq6Ht","slug":"transcript-preparation-record-quality-audit-secondary-measure-7da867d1","name":"Transcript Preparation Record Quality Audit + Secondary-Measure Weighted Mean","description":"Transcript preparation — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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-12-016?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_Nnvp1S-7dEWthavY7aRTP","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":"Audits data quality and computes a secondary-measure weighted mean for up to 200 transcript preparation records containing transcribed_minutes and source_minutes fields.","exampleAgentPrompt":"Can you audit the quality of these transcript preparation records and compute the weighted mean of transcribed_minutes weighted by source_minutes? I have 4 rows: row-1 in group-a on 2026-10-01 with source_minutes=1 and transcribed_minutes=10, row-2 in group-b on 2026-10-02 with source_minutes=2 and transcribed_minutes=20, row-3 in group-a on 2026-10-03 with source_minutes=3 and transcribed_minutes=15, and row-4 in group-b on 2026-10-04 with source_minutes=4 and transcribed_minutes=30.","exampleUseCases":[{"title":"Transcription accuracy audit across projects","prompt":"I have 50 transcript records across two document groups from last month — can you run a record quality audit on them and also compute the weighted mean of transcribed_minutes using source_minutes as the weight? I want to spot any bad data before I bill clients."},{"title":"Media production transcription QA","prompt":"We just finished transcribing 120 video segments across three production groups. Can you audit these transcript preparation records for quality issues and give me a secondary-measure weighted mean of the transcribed_minutes field weighted by source_minutes?"},{"title":"Academic lecture transcription review","prompt":"I need to validate the quality of these 80 lecture transcription records and get a weighted average of how many minutes were transcribed relative to the original source duration — the field I care about is transcribed_minutes and the weight should be source_minutes."}],"resultDescription":"Returns two independent reports: (1) a record quality audit identifying data issues, missing values, and anomalies across the submitted transcript rows, and (2) a secondary-measure weighted mean calculation for the selected field (transcribed_minutes or source_minutes) weighted by the complementary measure, covering up to 200 input rows.","failureModes":["More than 200 rows submitted — request exceeds row limit and will be rejected","Missing required fields (row_id, date, transcribed_minutes, source_minutes) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Null values in both transcribed_minutes and source_minutes may degrade weighted mean calculation","row_id values exceeding 80 characters are rejected by schema validation"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit AND a weighted mean computation on transcript preparation records in a single $0.01 call. It is purpose-built for transcribed_minutes/source_minutes data pairs and runs two analytical reports locally without any external lookups or side effects. Prefer it over general analytics APIs when you have up to 200 transcript rows and want audit + aggregation together cheaply.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:46.393Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-record-quality-audit-secondary-measure-7da867d1"}