{"uid":"cap_zCKpn6Wnx1KLv2Km2k1zD","slug":"tutoring-sessions-exact-row-deduplication-two-measure-correlation-44f89a37","name":"Tutoring Sessions — Exact Row Deduplication + Two-Measure Correlation","description":"Tutoring sessions — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation 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-16-050?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}}},"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_c4E8MaLJTZp2wGPfjMXCO","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 tutoring session records and computes Pearson correlation between session_minutes and session_count for up to 200 supplied rows.","exampleAgentPrompt":"Can you deduplicate these tutoring session records and tell me whether session_minutes and session_count are correlated? I have up to 50 rows with fields row_id, course_group, date, session_minutes, and session_count.","exampleUseCases":[{"title":"Detect duplicate tutoring session entries","prompt":"I have a CSV of tutoring sessions with row_id, course_group, date, session_minutes, and session_count — can you find and remove any exact duplicate rows and also tell me if session minutes correlates with session count?"},{"title":"Correlation analysis for ed-tech dashboard","prompt":"For my education analytics dashboard, I need to know if the number of sessions (session_count) is correlated with total session minutes across these 120 course group records — and please deduplicate the data first."},{"title":"Audit exported LMS session logs","prompt":"I exported session logs from our LMS with about 80 rows including session_minutes and session_count per course group and date — can you deduplicate exact repeated rows and report the correlation between those two measures?"}],"resultDescription":"Returns two analytical reports: (1) a deduplication report identifying and removing exact duplicate rows from the submitted tutoring session records, and (2) a two-measure correlation report computing the statistical relationship (Pearson correlation) between session_minutes and session_count across the cleaned dataset. No external data is fetched; analysis is performed entirely on the supplied rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, course_group, session_minutes, session_count) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","All rows are duplicates leaving insufficient data for correlation — degenerate result","session_minutes or session_count values out of allowed numeric range — rejected","Payment of 0.01 USDC not provided or x402 protocol failure — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you have tabular tutoring session records (up to 200 rows) and need both exact-duplicate removal and a two-measure statistical correlation between session_minutes and session_count in a single low-cost call. It is ideal for lightweight, offline data-quality and association checks on education data where no external lookups, predictions, or professional assessments are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-05T00:40:53.864Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-exact-row-deduplication-two-measure-correlation-44f89a37"}