{"uid":"cap_1JuSyIqunsXmo2hQMj8dr","slug":"tutoring-sessions-string-normalisation-and-numeric-distribution-495bbc2d","name":"Tutoring Sessions String Normalisation and Numeric Distribution Analyzer","description":"Tutoring sessions — String normalisation + Numeric distribution: String normalisation + Numeric distribution 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-16-022?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"}}},"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_wLJSrpaptnIO0Mp0Phwod","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 string normalisation and numeric distribution analysis on tutoring session records (session_minutes, session_count) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run string normalisation and numeric distribution analysis on these tutoring session records for me? I have up to 50 rows with course groups like 'group-a' and 'group-b', dates in YYYY-MM-DD format, and I want to analyze the session_minutes field.","exampleUseCases":[{"title":"Course group session minutes distribution","prompt":"I have 80 rows of tutoring session data with course groups and session_minutes values — can you normalize the string fields and give me a numeric distribution breakdown of the session_minutes?"},{"title":"Session count spread across tutoring programs","prompt":"Run a string normalisation and numeric distribution report on my tutoring session records — I want to analyze the session_count field across about 120 rows spanning multiple course groups from last semester."},{"title":"Education data quality and stats for reporting","prompt":"I need two analytical reports on my tutoring dataset: string normalisation for the course group labels and a numeric distribution for session_minutes. I have 200 rows with dates from October 2026 — can you process that?"}],"resultDescription":"Two independent analytical reports: (1) a string normalisation report covering course_group and related text fields, and (2) a numeric distribution report for the selected numeric field (session_minutes or session_count), covering distribution statistics such as min, max, mean, percentiles, and spread — all computed locally without external lookups.","failureModes":["Exceeding 200 rows causes rejection — batch must be split","Missing required fields (row_id, date, session_minutes, session_count) cause validation errors","Invalid date format (not YYYY-MM-DD) causes parse failure","Numeric values outside allowed range (±1,000,000,000,000) may be rejected","Empty rows array returns an error","Invalid field enum value (not session_minutes or session_count) causes error"],"whenToPreferThis":"Choose this endpoint when you need both string normalisation and numeric distribution analytics on tutoring session data in a single low-cost call (up to 200 rows). It is ideal for education analytics pipelines that require offline, locally-computed statistical summaries without any external data enrichment, prediction, or live lookups. Prefer this over generic analytics services when working specifically with tutoring records containing course_group, session_minutes, and session_count fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:36:20.254Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-string-normalisation-and-numeric-distribution-495bbc2d"}