{"uid":"cap_sHTp_ZElGgOcD1k0aI0WP","slug":"transcript-preparation-record-quality-audit-string-normalisation-f46ddbf6","name":"Transcript Preparation: Record Quality Audit + String Normalisation + Grouped Numeric Summary","description":"Transcript preparation — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied transcript preparation records (transcribed_minutes, source_minutes). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-12-194?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_0cNx-WSlutfJ4g0XS6QJS","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 three local analytical reports on transcript preparation records — a data quality audit, string normalisation, and grouped numeric summary — for up to 200 rows of transcribed_minutes and source_minutes data.","exampleAgentPrompt":"Can you run the three-part transcript prep audit on my records — quality audit, string normalisation, and grouped numeric summary — for the transcribed_minutes field? I have about 50 rows across two document groups, dates from 2025-01-01 to 2025-03-31.","exampleUseCases":[{"title":"Pre-pipeline transcript data validation","prompt":"Before we feed our transcription records into the reporting pipeline, can you run a quality audit plus string normalisation and a grouped numeric summary on these 120 rows of transcribed_minutes and source_minutes data, grouped by document_group?"},{"title":"Monthly transcription accuracy review","prompt":"I need a grouped numeric summary and quality audit of our transcription team's output for October — we have 180 rows with dates from 2025-10-01 to 2025-10-31, and I want to focus the analysis on the transcribed_minutes field."},{"title":"Spotting bad records in transcript batch","prompt":"Can you audit this batch of 75 transcript preparation records for quality issues, normalise the string fields, and give me a numeric summary grouped by document_group? The key measure is source_minutes."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) string normalisation output cleaning the text fields; and (3) a grouped numeric summary of the selected measure (transcribed_minutes or source_minutes) broken down by document_group — all computed locally with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) — schema error","Numeric values outside allowed range (-1e12 to 1e12) — rejected","Invalid field enum value — schema validation failure","Payment not included or insufficient USDC — 402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports (quality audit, string normalisation, grouped numeric summary) on transcript preparation records in a single low-cost call. It is ideal for pre-processing or validating batches of transcription data (up to 200 rows) before ingestion into downstream pipelines. Prefer it over single-report endpoints when you need all three analyses simultaneously at $0.01 USDC per batch, and when you do not need live predictions, external lookups, or professional assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T00:35:25.079Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-record-quality-audit-string-normalisation-f46ddbf6"}