{"uid":"cap_k3IIXvMUBiv5dmPnKvV9H","slug":"tutoring-sessions-record-quality-audit-and-exact-row-deduplication-7fca1c9e","name":"Tutoring Sessions Record Quality Audit and Exact Row Deduplication","description":"Tutoring sessions — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication 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-16-002?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_XxKDLOCYAL96puRruk0sf","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 and identifies exact duplicate rows in tutoring session records (session_minutes, session_count) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a data quality audit and exact duplicate row check on my tutoring session records? I have up to 50 rows with fields like row_id, course_group, date, session_minutes, and session_count — I need both reports back so I can clean the dataset before analysis.","exampleUseCases":[{"title":"Pre-analysis tutoring data cleanup","prompt":"Before I run my end-of-semester analysis, can you audit my tutoring session records for quality issues and flag any exact duplicate rows? I have about 120 rows with session_minutes and session_count per course group and date."},{"title":"Course group deduplication check","prompt":"I exported tutoring logs for group-a and group-b across October and I suspect there are duplicate entries. Can you run an exact row deduplication report on these records and also tell me if there are any data quality problems?"},{"title":"Automated pipeline data validation","prompt":"As part of my data pipeline, I need to validate each batch of up to 200 tutoring session rows for quality issues and exact duplicates before loading them into our database — can you produce both reports for this batch?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed fields in session_minutes and session_count; and (2) an exact row deduplication report identifying which rows are exact duplicates across all supplied fields. Results are computed locally using analytical engines with no external data lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, course_group, date, session_minutes, session_count) — validation error","Malformed date format (not YYYY-MM-DD) — schema rejection","Empty rows array (minItems:1 not met) — error response","Payment not attached or insufficient — 402 payment required"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and exact duplicate detection on tutoring session tabular data in a single low-cost call. It is ideal for pre-processing pipelines where session_minutes and session_count records must be validated and deduplicated before downstream analytics. It does not perform predictions, live lookups, or fuzzy matching — use it strictly for offline, batch-style validation of up to 200 rows of education session data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:35:08.868Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-record-quality-audit-and-exact-row-deduplication-7fca1c9e"}