{"uid":"cap_beTQAijfhN01_gzWVYPF0","slug":"tutoring-sessions-duplicate-key-report-trailing-mean-series-05d13287","name":"Tutoring Sessions — Duplicate Key Report + Trailing Mean Series","description":"Tutoring sessions — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied tutoring sessions records (session_minutes, session_count). 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-education-16-061?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","session_minutes","session_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"session_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"session_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","session_count":1,"session_minutes":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","session_count":2,"session_minutes":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","session_count":3,"session_minutes":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","session_count":4,"session_minutes":30}],"maxItems":200,"minItems":1},"field":{"enum":["session_minutes","session_count"],"type":"string","default":"session_minutes"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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__X5yC5owN-P133yuXBW69","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 uploaded tutoring session records to produce a duplicate key report and a trailing mean series for session_minutes or session_count fields.","exampleAgentPrompt":"Check my tutoring session records for duplicate row IDs and compute a trailing mean of session_minutes with a window of 3 — here are the rows: [{\"row_id\":\"r1\",\"date\":\"2026-10-01\",\"course_group\":\"math-a\",\"session_minutes\":45,\"session_count\":2},{\"row_id\":\"r2\",\"date\":\"2026-10-02\",\"course_group\":\"math-a\",\"session_minutes\":60,\"session_count\":3},{\"row_id\":\"r1\",\"date\":\"2026-10-03\",\"course_group\":\"math-b\",\"session_minutes\":50,\"session_count\":1}].","exampleUseCases":[{"title":"Detect duplicate session IDs in course data","prompt":"I have 150 tutoring session records with fields row_id, course_group, date, session_minutes, and session_count — can you run a duplicate key report on them and also give me a trailing mean of session_count using a window of 4?"},{"title":"Rolling average for weekly tutoring minutes","prompt":"Here are my tutoring logs for the past month across two course groups. Can you compute a trailing mean series for session_minutes with a window size of 7, and flag any duplicate row_id entries while you're at it?"},{"title":"Data quality check before LMS import","prompt":"Before I import these 80 tutoring session rows into our LMS, can you check for any duplicate row IDs and also calculate a trailing mean of session_minutes with a window of 2 so I can spot anomalies?"}],"resultDescription":"Returns two reports: (1) a duplicate key report identifying any rows sharing the same row_id, and (2) a trailing mean series showing rolling averages of the specified field (session_minutes or session_count) over the given window size — all computed locally against the supplied data with no external lookups.","failureModes":["Missing required fields (row_id, date, course_group, session_minutes, session_count) cause validation errors","More than 200 rows submitted — request is rejected as over the row limit","Invalid date format (not YYYY-MM-DD) causes a parse error","Window size outside the range 2–200 returns a parameter validation error","Empty rows array returns an error for insufficient data","Numeric values outside ±1,000,000,000,000 are rejected"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key check and a trailing mean series on tutoring session data in a single $0.01 call, without requiring external data access, ML predictions, or professional assessment. Ideal for lightweight data quality audits and time-series smoothing on education datasets up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:32:24.461Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-duplicate-key-report-trailing-mean-series-05d13287"}