{"uid":"cap_DENMNPPv6vK4ch4ZGuwId","slug":"transcript-preparation-duplicate-key-report-equal-width-histogram-471e9f4b","name":"Transcript Preparation — Duplicate Key Report + Equal-Width Histogram","description":"Transcript preparation — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram 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-12-064?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_2nT7BoZP9yX0C7VuaaTrC","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 transcript preparation records to detect duplicate row_id keys and produce an equal-width histogram over transcribed_minutes or source_minutes, returning two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you check my transcript prep records for duplicate row IDs and also generate a 10-bin equal-width histogram on the transcribed_minutes field? Here are my rows: row-1 (group-a, 2026-10-01, transcribed=45, source=60), row-2 (group-b, 2026-10-02, transcribed=30, source=40), row-1 (group-a, 2026-10-03, transcribed=55, source=70).","exampleUseCases":[{"title":"Audit transcription batch for duplicate IDs","prompt":"I have 150 transcript preparation records from last month's batch and I need to know if any row_ids are duplicated — can you run a duplicate key report on them and also show me a 5-bin histogram of the transcribed_minutes values?"},{"title":"Distribute source audio minutes into frequency bins","prompt":"Can you take these 80 transcript records and generate an equal-width histogram with 8 bins on the source_minutes field so I can see how the audio lengths are distributed across groups?"},{"title":"Quality check before transcript pipeline ingestion","prompt":"Before I load these 200 transcript rows into the pipeline, can you run a duplicate key check on the row_id column and give me a histogram of transcribed_minutes with 10 bins to spot any anomalies?"}],"resultDescription":"Returns two reports: (1) a duplicate key report listing any row_ids that appear more than once across the submitted rows, and (2) an equal-width histogram over the selected numeric field (transcribed_minutes or source_minutes) divided into the specified number of bins, showing bin ranges and counts. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, transcribed_minutes, source_minutes) causes row-level rejection","Invalid date format (not YYYY-MM-DD) fails schema validation","Bins parameter outside 1–30 range is rejected","Selecting a field not in the enum ('transcribed_minutes','source_minutes') causes an error","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key audit and a numeric distribution histogram for transcript preparation data (transcribed_minutes, source_minutes) in a single low-cost call. It is ideal for pre-ingestion data quality checks on batches up to 200 rows where no external lookups or live data are required. Prefer it over general-purpose analytics tools when cost, speed, and schema-specific transcript fields matter.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:34:17.059Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-duplicate-key-report-equal-width-histogram-471e9f4b"}