{"uid":"cap_L1crkF3MjMQSFsBzhK16b","slug":"interview-transcripts-record-quality-audit-string-normalisation-two-ae112884","name":"Interview Transcripts — Record Quality Audit + String Normalisation + Two-Measure Correlation","description":"Interview transcripts — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation 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-12-204?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}}},"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_xhYaVTmAM6IbFIkzRVsmA","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":"Audits data quality, normalises strings, and computes correlation between transcript_words and audio_minutes for up to 200 interview transcript records in a single batch call.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and correlation analysis between transcript_words and audio_minutes on my interview transcript dataset? I have 4 rows: row-1 on 2026-10-01 in group-a with 10 words and 1 minute, row-2 on 2026-10-02 in group-b with 20 words and 2 minutes, row-3 on 2026-10-03 in group-a with 15 words and 3 minutes, and row-4 on 2026-10-04 in group-b with 30 words and 4 minutes.","exampleUseCases":[{"title":"Transcript data quality check before analysis","prompt":"I've got a batch of 50 interview transcript records with row IDs, channel groups, dates, word counts, and audio durations — can you audit them for quality issues, normalise the string fields, and tell me how correlated the word counts are with the audio minutes?"},{"title":"Correlation check for transcription accuracy","prompt":"I want to see whether my transcription service is producing word counts proportional to audio length. Can you take my 120 interview rows — each with a row_id, date, channel_group, transcript_words, and audio_minutes — and run the quality audit, string normalisation, and two-measure correlation reports?"},{"title":"Pre-merge data validation for interview dataset","prompt":"Before I merge two interview datasets together, can you check the 80 records I have for data quality problems, clean up the string fields, and compute the correlation between transcript_words and audio_minutes so I can spot any outliers?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing values, out-of-range numbers, and malformed fields; (2) a string normalisation report showing standardised versions of string columns like channel_group and date; and (3) a two-measure correlation report quantifying the statistical relationship between transcript_words and audio_minutes across all supplied rows. All computed locally with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows supplied — request rejected","Missing required fields (row_id, channel_group, date, transcript_words, audio_minutes) — validation error","Date field not matching YYYY-MM-DD pattern — schema validation failure","Numeric fields outside allowed range — schema rejection","Insufficient variance in data for meaningful correlation — correlation report may return NaN or undefined"],"whenToPreferThis":"Choose this endpoint when you need a combined batch analytical pass over interview transcript records — specifically when you want record quality auditing, string normalisation, and two-measure correlation in a single low-cost call (0.01 USDC for all three reports). Ideal for pre-processing or QA pipelines on transcript datasets up to 200 rows where no external data lookup, prediction, or live service is required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:30.877Z","isFirstParty":false,"canonicalSlug":"interview-transcripts-record-quality-audit-string-normalisation-two-ae112884"}