{"uid":"cap_HgGbCKRfc7DKNJSh60dMb","slug":"interview-transcripts-exact-row-deduplication-explicit-missing-value-4e9baad0","name":"Interview Transcripts — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Interview transcripts — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied interview transcripts records (transcript_words, audio_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-news-12-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","transcript_words","audio_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"audio_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"channel_group":{"type":"string","default":"","maxLength":80},"transcript_words":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","audio_minutes":1,"channel_group":"group-a","transcript_words":10},{"date":"2026-10-02","row_id":"row-2","audio_minutes":2,"channel_group":"group-b","transcript_words":20},{"date":"2026-10-03","row_id":"row-3","audio_minutes":3,"channel_group":"group-a","transcript_words":15},{"date":"2026-10-04","row_id":"row-4","audio_minutes":4,"channel_group":"group-b","transcript_words":30}],"maxItems":200,"minItems":1},"field":{"enum":["transcript_words","audio_minutes"],"type":"string","default":"transcript_words"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_srdQ_dJoQhxzdIbdh1o1P","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 exact duplicate rows and fills missing values in interview transcript datasets (transcript_words, audio_minutes), returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you clean up my interview transcript dataset by removing exact duplicate rows and filling in missing transcript_words values using the median — here are my records with row_id, channel_group, date, transcript_words, and audio_minutes fields, up to 150 rows?","exampleUseCases":[{"title":"Cleaning podcast interview transcript data","prompt":"I have 120 rows of podcast interview transcript data with row_id, channel_group, date, transcript_words, and audio_minutes — some rows are duplicated and some transcript_words values are null. Can you deduplicate the exact duplicates and fill missing transcript_words using the mean, then give me two reports on the cleaned data?"},{"title":"Imputing missing audio minutes in research interviews","prompt":"My research interview dataset has about 80 records and several audio_minutes fields are missing. Can you remove any exact duplicate rows and fill in the missing audio_minutes using zero, then generate two analytical reports on the result?"},{"title":"QA check on multilingual interview transcripts","prompt":"I've got 200 rows of multilingual interview transcript records with channel_group labels and dates, and I need exact duplicates removed and all null transcript_words filled with the median before I analyze them — can you produce the two deduplication and missing-value fill reports?"}],"resultDescription":"Two independent analytical reports covering: (1) exact row deduplication results showing which rows were removed and the deduplicated dataset, and (2) explicit missing-value fill results showing which cells were imputed and the filled values for the target field (transcript_words or audio_minutes) using the chosen method (zero, mean, or median). All processing is done locally with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (not YYYY-MM-DD) causes row validation failure","Unknown fill method enum value causes request rejection","Empty rows array returns an error","Numeric values outside allowed range cause validation errors"],"whenToPreferThis":"Choose this endpoint when you have interview transcript tabular data (up to 200 rows) that needs both exact duplicate row removal and missing-value imputation in a single call, and you want two structured analytical reports. Prefer this over general-purpose data cleaning tools when your data specifically contains transcript_words and audio_minutes fields organized by channel_group and date. Best suited for lightweight, local, offline-style cleaning without any external API calls or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:34:05.647Z","isFirstParty":false,"canonicalSlug":"interview-transcripts-exact-row-deduplication-explicit-missing-value-4e9baad0"}