{"uid":"cap_PxUAbdXzVWdNuFypKB3Oc","slug":"transcript-preparation-exact-row-deduplication-keyed-dataset-comparison-aed388d7","name":"Transcript Preparation — Exact Row Deduplication + Keyed Dataset Comparison","description":"Transcript preparation — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + 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-12-053?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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__Ma6zX6sWKy_-q2BJykoR","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 compares two keyed datasets (transcribed_minutes vs source_minutes) to produce two independent analytical reports.","exampleAgentPrompt":"I have two sets of transcript preparation records (up to 200 rows each) with fields like row_id, document_group, date, transcribed_minutes, and source_minutes — can you deduplicate the rows exactly and also compare the two datasets keyed by row_id to flag any mismatches between transcribed and source minutes?","exampleUseCases":[{"title":"Audit transcription accuracy across batches","prompt":"I've got two batches of transcript records for October — one from our transcription vendor (transcribed_minutes) and one from our original source logs (source_minutes). Each row has a row_id, document_group, and date. Can you compare them side by side and tell me which rows differ between the two datasets, and also flag any exact duplicate rows in either set?"},{"title":"Deduplicate before ingesting transcript archive","prompt":"Before I load these 150 transcript preparation records into our database, I need to make sure there are no exact duplicate rows. They have fields row_id, document_group, date, transcribed_minutes, and source_minutes. Can you run a deduplication check and also compare them against our reference dataset to spot any keyed differences?"},{"title":"QA check on transcribed minute counts","prompt":"We're doing a quality check on our transcription pipeline — I have a working dataset and a reference dataset of transcript records (each with row_id, document_group, date, transcribed_minutes, and source_minutes). Please deduplicate both and give me a report showing which row_ids have different transcribed_minutes vs source_minutes values across the two datasets."}],"resultDescription":"Two independent analytical reports: (1) an exact row deduplication report identifying duplicate rows across the supplied transcript records, and (2) a keyed dataset comparison report showing field-level differences between the 'rows' and 'other' datasets matched on row_id, document_group, date, transcribed_minutes, and source_minutes. No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) causes rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array (minItems: 1 not met) returns an error","row_id exceeding 80 characters is rejected"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and a keyed comparison between two transcript preparation datasets in a single call for up to 200 rows. It is ideal for transcript pipeline QA, pre-ingestion deduplication, and auditing transcribed_minutes against source_minutes without any external data dependencies. Prefer it over general-purpose data tools when working specifically with transcribed_minutes/source_minutes fields in a document_group + date + row_id schema.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T12:54:23.946Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-exact-row-deduplication-keyed-dataset-comparison-aed388d7"}