{"uid":"cap_qnFSKFVWPn7BpJfluiJQz","slug":"transcript-preparation-numeric-distribution-adjacent-row-changes-04200e44","name":"Transcript Preparation — Numeric Distribution + Adjacent Row Changes","description":"Transcript preparation — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes 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-12-077?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_jFUOEXF1q2jLPqticcui8","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":"Analyzes up to 200 transcript preparation records to produce two reports: a numeric distribution analysis and an adjacent row changes report for transcribed_minutes or source_minutes.","exampleAgentPrompt":"Analyze these 50 transcript preparation records and give me both the numeric distribution and adjacent row changes for transcribed_minutes — here are the rows with row_id, document_group, date, transcribed_minutes, and source_minutes.","exampleUseCases":[{"title":"Auditing transcription duration drift","prompt":"I have 120 rows of transcript preparation data with dates, document groups, and both transcribed_minutes and source_minutes. Can you run the numeric distribution and adjacent row changes reports on the transcribed_minutes field so I can see where durations are spiking or dropping between consecutive records?"},{"title":"QA check on source audio lengths","prompt":"Here are 80 transcript prep records across two document groups — run the numeric distribution and adjacent row changes analysis on source_minutes so I can spot any unusual jumps or outliers in the source audio lengths."},{"title":"Comparing transcription efficiency across groups","prompt":"I want to understand how transcribed_minutes are distributed and how they shift row by row across these 30 transcript records tagged with group-a and group-b. Can you produce both the distribution and adjacent changes report?"}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution report showing statistical spread (e.g. min, max, mean, percentiles, frequency bins) of the selected metric (transcribed_minutes or source_minutes) across all submitted rows, and (2) an adjacent row changes report showing the delta between consecutive rows ordered by date or position, highlighting sequential increases, decreases, or flat spans.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, date, transcribed_minutes, source_minutes) on any row — schema validation failure","Invalid date format (must be YYYY-MM-DD) — pattern validation error","Null values in both numeric fields simultaneously may reduce report quality","Unrecognized field enum value other than transcribed_minutes or source_minutes — validation error","Payment not completed via x402 protocol — 402 response, no report returned"],"whenToPreferThis":"Choose this endpoint when you have a batch of transcript preparation records (up to 200 rows) and need both a distribution overview and a row-to-row change analysis on transcribed or source minute fields in a single low-cost call. It is a purely local analytical engine — no external lookups or predictions — making it ideal for deterministic, reproducible analysis of structured transcription logs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:40.141Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-numeric-distribution-adjacent-row-changes-04200e44"}