{"uid":"cap_BuSglhT19TJpdY_eq9aJ2","slug":"transcript-preparation-exact-row-deduplication-numeric-distribution-73b4a687","name":"Transcript Preparation — Exact Row Deduplication + Numeric Distribution","description":"Transcript preparation — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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-12-039?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_BtlIMAKMSepCv7L2rakWK","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":"Deduplicates transcript preparation records by exact row matching and computes numeric distribution statistics for transcribed_minutes or source_minutes fields across up to 200 rows.","exampleAgentPrompt":"I have a batch of transcript records with row IDs, document groups, dates, and transcribed_minutes values — can you deduplicate them exactly and give me a numeric distribution report for the transcribed_minutes field? Here are up to 200 rows.","exampleUseCases":[{"title":"Transcription log deduplication audit","prompt":"I've got a list of up to 150 transcript preparation records with row IDs, document groups, dates, transcribed_minutes, and source_minutes — can you run exact row deduplication and show me a numeric distribution for transcribed_minutes so I can audit the data quality?"},{"title":"Source minutes spread analysis","prompt":"Take these 80 transcript records and deduplicate them exactly, then give me a numeric distribution report specifically for the source_minutes field so I can see how spread out the values are."},{"title":"Multi-group transcript data cleanup","prompt":"I have transcript preparation data across several document groups — about 120 rows — can you remove exact duplicate rows and run a numeric distribution on the transcribed_minutes to help me understand the shape of the data before I process it further?"}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate rows from the supplied transcript records, and (2) a numeric distribution report (e.g. min, max, mean, percentiles, spread) for the selected numeric field (transcribed_minutes or source_minutes) across the submitted rows.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — rejected with row limit error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) — rejected","Invalid field enum value — schema validation failure","All rows are duplicates — deduplication report may return empty unique set","Numeric values out of allowed range — validation error"],"whenToPreferThis":"Choose this endpoint when you need a combined deduplication-and-distribution pass on transcript preparation data (transcribed_minutes, source_minutes) in a single low-cost call. It is ideal for data quality checks before downstream processing, offering two simultaneous reports at $0.01 USDC for up to 200 rows. Prefer it over generic analytics tools when your data is specifically structured as transcript records with document groups and date fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:07.771Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-exact-row-deduplication-numeric-distribution-73b4a687"}