{"uid":"cap_tFjvUgxtBWhaxM-89Dc2i","slug":"transcript-preparation-numeric-row-ordering-iqr-outlier-flags-7ac55b39","name":"Transcript Preparation — Numeric Row Ordering + IQR Outlier Flags","description":"Transcript preparation — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags 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-12-119?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_sHJExXA8_cwm-xS_r36dB","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":"Sorts transcript preparation records by a chosen numeric field and flags statistical outliers using the interquartile range (IQR) method, producing two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you sort these transcript records by transcribed_minutes and flag any IQR outliers? I have 4 rows: row-1 (group-a, 2026-10-01, source=1, transcribed=10), row-2 (group-b, 2026-10-02, source=2, transcribed=20), row-3 (group-a, 2026-10-03, source=3, transcribed=15), row-4 (group-b, 2026-10-04, source=4, transcribed=30).","exampleUseCases":[{"title":"Audit transcription duration anomalies","prompt":"I have 50 transcript records with transcribed_minutes and source_minutes — can you sort them by transcribed_minutes and flag any rows that look like outliers using IQR? I want to spot sessions that took way longer or shorter than normal."},{"title":"QA review of source audio lengths","prompt":"Can you rank these 80 transcript prep records by source_minutes and identify which ones fall outside the IQR outlier range? I need to catch any data entry errors before we process the batch."},{"title":"Compare transcribed vs source minute distributions","prompt":"I've got 120 transcript records with both source_minutes and transcribed_minutes fields. Can you run the numeric ordering and IQR outlier detection on the source_minutes field so I can see which documents had unusually long original audio?"}],"resultDescription":"Two independent analytical reports: (1) rows sorted/ranked by the selected numeric field (transcribed_minutes or source_minutes), and (2) IQR-based outlier flags identifying rows whose values fall outside the expected statistical range. Both reports are derived from the supplied data with no external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds maximum limit","Invalid date format (not YYYY-MM-DD) — schema validation error","Missing required fields (row_id, transcribed_minutes, source_minutes) — validation failure","All values null for chosen field — IQR cannot be computed","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need both numeric ranking and IQR-based outlier detection on transcript preparation data (transcribed_minutes or source_minutes) in a single call. It is purpose-built for transcript QA workflows and returns two bundled reports for a flat $0.01 USDC fee, making it cost-efficient for batches up to 200 rows. Prefer alternatives if you need live data lookups, predictions, or analysis on non-transcript numeric datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:37.625Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-numeric-row-ordering-iqr-outlier-flags-7ac55b39"}