{"uid":"cap_drE7X9FjXccQGQIMQw8dv","slug":"interview-transcripts-record-quality-audit-exact-row-deduplication-9038bbcb","name":"Interview Transcripts — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Interview transcripts — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied interview transcripts records (transcript_words, audio_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-news-12-211?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"}}},"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_i7HKZ2c4q4BVwQ_gxFfN2","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 interview transcript data: a record quality audit, exact row deduplication, and a grouped numeric summary of transcript_words or audio_minutes across up to 200 rows.","exampleAgentPrompt":"Run a quality audit, exact duplicate check, and grouped numeric summary on these interview transcript records — I have 4 rows with row_id, channel_group, date, transcript_words, and audio_minutes fields — and summarize the transcript_words metric by group.","exampleUseCases":[{"title":"QA check on transcript export","prompt":"I exported 150 interview transcript records from our research platform and want to check for bad data and duplicates — can you run a quality audit and deduplication report on these rows, then summarize the transcript_words by channel_group?"},{"title":"Audio minutes summary by team","prompt":"I have 80 interview records with channel_group labels like 'sales', 'support', and 'engineering'. Can you group and summarize the audio_minutes by channel, and also flag any duplicate or low-quality rows?"},{"title":"Pre-analysis data cleaning check","prompt":"Before I run my qualitative analysis, can you audit these 200 interview transcript rows for record quality issues, exact duplicates, and give me a grouped summary of transcript_words broken down by channel_group?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging null, out-of-range, or malformed values in transcript_words and audio_minutes; (2) an exact row deduplication report identifying completely identical rows; and (3) a grouped numeric summary aggregating the selected metric (transcript_words or audio_minutes) across distinct channel_group values.","failureModes":["Empty rows array returns validation error","Rows exceeding 200-item limit are rejected","Malformed date strings not matching YYYY-MM-DD pattern cause schema validation failure","Missing required fields (row_id, channel_group, date) cause per-row errors","Invalid field enum value (not 'transcript_words' or 'audio_minutes') causes rejection","Payment not included or insufficient USDC causes 402 error"],"whenToPreferThis":"Choose this endpoint when you have structured interview transcript tabular data (up to 200 rows) and need all three of: data quality auditing, exact duplicate detection, and grouped numeric aggregation in a single low-cost call ($0.01 USDC). It is fully local with no external lookups, making it suitable for sensitive research data. Prefer alternatives if you need predictive analytics, NLP on transcript text, or datasets larger than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:49:48.511Z","isFirstParty":false,"canonicalSlug":"interview-transcripts-record-quality-audit-exact-row-deduplication-9038bbcb"}