{"uid":"cap_5sxjIhd7MBerdjyNYHuGJ","slug":"tutoring-sessions-record-quality-audit-base-100-series-fb165193","name":"Tutoring Sessions Record Quality Audit + Base-100 Series","description":"Tutoring sessions — Record quality audit + Base-100 series: Record quality audit + Base-100 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-16-012?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_X_fF674vwebt7zG8vRSez","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":"Performs a record quality audit and Base-100 index series on up to 200 tutoring session records (session_minutes or session_count), returning two independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and Base-100 index series on my tutoring session data? I have 4 rows with dates from 2026-10-01 to 2026-10-04, course groups A and B, with session_minutes values of 10, 20, 15, and 30 — use row index 0 as the base and analyze the session_minutes field.","exampleUseCases":[{"title":"Audit education session data quality","prompt":"I have a CSV of tutoring session records for October with 50 rows — each has a date, course group, session count, and session minutes. Can you run a data quality audit on them and flag any issues like nulls, out-of-range values, or inconsistencies? Use session_minutes as the primary field."},{"title":"Base-100 index series for session growth","prompt":"I want to see how our tutoring session minutes have grown relative to the first week. I have 120 rows of daily session data by course group — can you generate a Base-100 series indexed from row 0 using the session_minutes field?"},{"title":"Dual analytics report for course comparison","prompt":"We're reviewing two course groups over the past semester and need both a quality check and a Base-100 trend index on session_count for 80 rows of tutoring data. Can you produce both reports at once using row 0 as the baseline?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying data issues such as nulls, out-of-range values, and inconsistencies across the supplied rows, and (2) a Base-100 index series for the selected numeric field (session_minutes or session_count) relative to the specified base row — all computed locally without external data lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) in any row — validation error","Missing required fields (row_id, course_group, date, session_minutes, session_count) — schema error","base_index out of bounds (exceeds row count minus 1) — computation error","Non-numeric values in session_minutes or session_count when null is not acceptable — type error","Payment failure or insufficient USDC balance — 402 response"],"whenToPreferThis":"Choose this endpoint when you need both a structured data quality audit and a Base-100 normalized index series for tutoring or education session data (session minutes or counts) in a single call, without requiring any live lookup or external data enrichment. It is cost-effective at $0.01 USDC for two reports on up to 200 rows, and ideal for offline batch analysis of education session logs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:49.549Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-record-quality-audit-base-100-series-fb165193"}