{"uid":"cap_LDEG5kGy_XNyp2pWnkY00","slug":"tutoring-sessions-data-quality-audit-string-normalisation-numeric-a2574613","name":"Tutoring Sessions Data Quality Audit, String Normalisation & Numeric Interval Filter","description":"Tutoring sessions — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter 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-16-197?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_95vYtV84eoEG657ZW1RVm","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 record quality, normalises strings, and filters by numeric interval for tutoring session data (session_minutes, session_count) across up to 200 rows, returning 3 independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and numeric interval filter on my tutoring session data? I have up to 50 rows with fields like course_group, date, session_minutes, and session_count — I want to filter on session_minutes between 0 and 90.","exampleUseCases":[{"title":"Pre-import data quality check for tutoring logs","prompt":"I need to validate my tutoring session records before loading them into our LMS — can you audit quality, normalise the course_group strings, and filter session_minutes between 10 and 120 for these 80 rows I'm about to paste?"},{"title":"Identifying out-of-range session counts","prompt":"Some of our tutoring session_count values look suspicious — can you run an interval filter between 1 and 50, plus a record quality audit, on these 150 rows so I can see which records fall outside the expected range?"},{"title":"Normalising course group labels across session records","prompt":"Our course group names have inconsistent capitalisation and formatting across 120 tutoring session rows — can you run string normalisation and a quality audit on the course_group field for all of them?"}],"resultDescription":"Returns 3 independent reports: (1) a record quality audit flagging missing, malformed, or anomalous values; (2) a string normalisation report for the course_group and other string fields; and (3) a numeric interval filter report showing which rows fall within or outside the specified minimum/maximum range for the chosen field (session_minutes or session_count).","failureModes":["More than 200 rows submitted — request exceeds row limit and will be rejected","Missing required fields (row_id, date, course_group, session_minutes, session_count) cause row-level validation errors","Invalid date format (not YYYY-MM-DD) causes parsing failure","Minimum value greater than maximum value produces an empty or nonsensical interval filter result","Non-numeric values in session_minutes or session_count fields where numbers are expected"],"whenToPreferThis":"Choose this endpoint when you need a cost-effective, combined data quality pass on tutoring or education session records — specifically when you want record auditing, string normalisation, and numeric range filtering in a single call without any live lookups, external integrations, or AI predictions. Best suited for pre-processing pipelines, data validation before import, or routine data hygiene checks on datasets up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-04T18:48:52.697Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-data-quality-audit-string-normalisation-numeric-a2574613"}