{"uid":"cap_-WplIsfmRao41v9_0DCl7","slug":"transcript-preparation-record-quality-audit-exact-row-deduplication-de571c26","name":"Transcript Preparation — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Transcript preparation — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + 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-12-211?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_ffZTcICHpLOhYS_8XufmZ","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 record quality audit, exact row deduplication, and a grouped numeric summary of transcribed_minutes or source_minutes fields.","exampleAgentPrompt":"Can you run a quality audit, deduplication check, and grouped numeric summary on these transcript preparation records — I have rows with row_id, document_group, date, transcribed_minutes, and source_minutes fields, and I want the summary grouped by the transcribed_minutes field?","exampleUseCases":[{"title":"Auditing transcription batch for data quality","prompt":"I have a batch of up to 150 transcript preparation records with row IDs, document groups, dates, transcribed_minutes, and source_minutes. Can you audit them for quality issues, remove any exact duplicate rows, and give me a grouped numeric summary of transcribed_minutes by document group?"},{"title":"Deduplicating podcast episode transcription logs","prompt":"We've been logging our podcast transcription jobs and I think there are duplicate entries. Can you run an exact deduplication check plus a quality audit on these records, and summarize the source_minutes field by document group?"},{"title":"Validating court transcript records before import","prompt":"Before I import these court transcript records into our system, can you check them for quality problems, flag any exact duplicates, and give me a grouped numeric summary broken down by document group using the transcribed_minutes field? I have about 80 rows total."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values; (2) an exact row deduplication report identifying and removing duplicate rows; and (3) a grouped numeric summary (counts, sums, averages, etc.) of the selected numeric field (transcribed_minutes or source_minutes) grouped by document_group. All processing is done locally with no external lookups.","failureModes":["More than 200 rows submitted — request exceeds row limit","Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) on one or more rows","Invalid date format (must match YYYY-MM-DD pattern)","Field selector not one of the allowed enum values (transcribed_minutes or source_minutes)","Malformed JSON body or empty rows array"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transcript preparation records (with transcribed_minutes and source_minutes fields) and need all three of: a data quality audit, exact deduplication, and a grouped numeric summary in a single low-cost call. Ideal for batch transcript data validation workflows where no live lookup or external data enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T12:43:20.038Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-record-quality-audit-exact-row-deduplication-de571c26"}