{"uid":"cap_qGAN-CwN-5ppWVCqLttNH","slug":"tutoring-sessions-data-quality-suite-audit-normalisation-deduplication-ba65f57a","name":"Tutoring Sessions Data Quality Suite — Audit, Normalisation & Deduplication","description":"Tutoring sessions — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication 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-16-191?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_PsSLaX_qmOJEdpqxtG0iu","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: record quality audit, string normalisation, and exact row deduplication — no external lookups or predictions.","exampleAgentPrompt":"Can you run a full data quality check on these tutoring session records — I need a quality audit, string normalisation, and exact duplicate detection across up to 200 rows covering fields like session_minutes, session_count, course_group, and date?","exampleUseCases":[{"title":"Pre-analysis session data cleanup","prompt":"I have a CSV of tutoring sessions with course_group, date, session_minutes, and session_count — can you audit the data quality, normalise the strings, and flag any exact duplicate rows before I start my analysis? I've got about 150 rows."},{"title":"LMS data integrity check","prompt":"We exported tutoring session logs from our LMS and want to make sure the data is clean — please run a quality audit, string normalisation, and deduplication check on these records so we know what needs fixing before we load them into our dashboard."},{"title":"Tutor billing reconciliation cleanup","prompt":"Before we reconcile tutor billing, can you check these session records for duplicates, inconsistent course group names, and any data quality issues? There are around 80 rows with session_minutes and session_count fields."}],"resultDescription":"Three independent reports: (1) a record quality audit flagging missing, null, or out-of-range values in session_minutes and session_count; (2) string normalisation results for course_group and other text fields; (3) an exact row deduplication report identifying fully identical rows — all computed locally with no external calls.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, date, course_group) cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern rejected","Numeric values outside the allowed range flagged or rejected","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need a bundled, cost-efficient three-report data quality pass (audit + normalisation + deduplication) on tutoring session records with up to 200 rows, at a flat rate of $0.01 USDC. Prefer it over single-purpose tools when all three operations are needed together on education/tutoring tabular data and no live lookup, prediction, or external enrichment is required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:13.302Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-data-quality-suite-audit-normalisation-deduplication-ba65f57a"}