{"uid":"cap_wPNsY87Onow3GOzX2GbaG","slug":"transcript-preparation-iqr-outlier-flags-keyed-dataset-comparison-e335bfc3","name":"Transcript Preparation: IQR Outlier Flags + Keyed Dataset Comparison","description":"Transcript preparation — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison 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-12-179?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":30}],"maxItems":200,"minItems":1},"field":{"enum":["transcribed_minutes","source_minutes"],"type":"string","default":"transcribed_minutes"},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":17},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":33}],"maxItems":200,"minItems":0}}},"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_66lY98PlKLJbJBus883lj","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 IQR-based outlier detection and keyed dataset comparison on transcript preparation records (transcribed_minutes, source_minutes) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run IQR outlier flagging and a keyed dataset comparison on my transcript prep records? I have up to 50 rows with transcribed_minutes and source_minutes values grouped by document group — flag any outliers in the transcribed_minutes field and compare against my reference dataset.","exampleUseCases":[{"title":"Audit transcription accuracy across sessions","prompt":"I have 80 rows of transcript prep records with transcribed_minutes and source_minutes for each session — can you run IQR outlier detection on the transcribed_minutes field and compare them against my reference dataset to find sessions that look off?"},{"title":"QA check for podcast episode transcripts","prompt":"Here are 120 podcast episode records with transcribed_minutes and source_minutes — please flag any IQR outliers in source_minutes and run a keyed comparison against last month's records so I can spot discrepancies before publishing."},{"title":"Meeting minutes data quality review","prompt":"I need to validate our meeting transcription data — run IQR outlier flags and a keyed dataset comparison on these 40 rows grouped by document_group, analyzing the transcribed_minutes field against the source_minutes reference values."}],"resultDescription":"Returns two independent reports: (1) an IQR outlier flag report identifying which rows have values outside the interquartile range for the selected field, and (2) a keyed dataset comparison report showing differences between the primary and reference datasets matched by row_id. Both reports are based solely on supplied data with no external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds maximum limit","Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Null values in numeric fields may affect IQR calculation output","row_id mismatch between primary and comparison dataset — keyed comparison may return empty matches","Payment of 0.01 USDC not completed — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you need local, deterministic statistical analysis on transcript preparation records with both outlier detection and dataset comparison in a single call. It is ideal for data quality audits of transcription workflows where you have two datasets to compare by key and want IQR-based flagging without any external lookup or ML prediction. At $0.01 for two reports on up to 200 rows, it is cost-effective for batch QA of transcription pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:00.603Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-iqr-outlier-flags-keyed-dataset-comparison-e335bfc3"}