{"uid":"cap_IJPaJ6xAylo2GuTc7l8fL","slug":"tutoring-sessions-data-quality-analytics-record-audit-string-75d63e6f","name":"Tutoring Sessions Data Quality & Analytics — Record Audit, String Normalisation, Two-Measure Correlation","description":"Tutoring sessions — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied tutoring sessions records (session_minutes, session_count). 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-education-16-204?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_DeiwJklb6LnHqzg2HuXJD","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 tutoring session records: a record quality audit, string normalisation, and a two-measure correlation between session_minutes and session_count.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and two-measure correlation on these tutoring session records I have — it's about 50 rows with fields for session_minutes and session_count, course_group, and date?","exampleUseCases":[{"title":"Auditing tutoring data before reporting","prompt":"I need to check the quality of our tutoring session data before I send it to the director — can you run a record quality audit on these 120 rows that have session_minutes, session_count, course_group, and date fields?"},{"title":"Cleaning messy course group labels","prompt":"Our tutoring records have inconsistent course group names like 'Group A', 'group-a', and 'GROUP A' — can you normalise those strings across these 80 session rows so we get consistent labels?"},{"title":"Checking if session length predicts session frequency","prompt":"I want to know if session_minutes and session_count are correlated in our tutoring data — can you run a two-measure correlation on these 150 rows and tell me the result?"}],"resultDescription":"Three analytical reports covering: (1) a record quality audit flagging missing, null, or out-of-range values across the submitted rows; (2) normalised string output for course_group and other string fields; and (3) a two-measure correlation result between session_minutes and session_count. All analysis is performed locally on the submitted data with no external lookups.","failureModes":["More than 200 rows submitted — exceeds the max row limit","Missing required fields (row_id, course_group, date, session_minutes, session_count) causing schema validation failure","Invalid date format (must be YYYY-MM-DD) causing rejection","Payment not included or insufficient USDC balance (0.01 USDC required)","Empty rows array (minimum 1 row required)","Numeric values outside allowed range (-1T to 1T)"],"whenToPreferThis":"Choose this endpoint when you need quick, self-contained analytical reports on tutoring session data (up to 200 rows) without external dependencies. It bundles three reports — quality audit, string normalisation, and correlation — in a single low-cost call ($0.01 USDC), making it ideal for education data pipelines needing lightweight data cleaning and validation before downstream processing or reporting.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:31:50.396Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-data-quality-analytics-record-audit-string-75d63e6f"}