{"uid":"cap_lkoc-n6H2U2iZdXLxBTnv","slug":"tutoring-sessions-numeric-interval-filter-and-missing-value-fill-0623556f","name":"Tutoring Sessions Numeric Interval Filter and Missing Value Fill","description":"Tutoring sessions — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + Explicit missing-value fill 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-16-135?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"},"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_JjbtMCAUqxjf4rrRV_AKx","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":"Filters tutoring session rows by a numeric interval on session_minutes or session_count and fills missing values using zero, mean, or median imputation, returning 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Take my 150 tutoring session records with row_id, course_group, date, session_minutes, and session_count fields, filter so session_minutes stays between 0 and 90, and fill any missing session_minutes values using median — then give me the 2 analytical reports.","exampleUseCases":[{"title":"Clean outlier-heavy tutoring logs","prompt":"I have 120 tutoring session rows with session_minutes and session_count — please filter session_minutes to only keep values between 5 and 120, then fill any nulls with the mean, and give me the two summary reports."},{"title":"Impute missing session counts for reporting","prompt":"My tutoring dataset has 80 rows and some session_count values are missing — can you fill those with zero and also cap session_count between 0 and 10, then return both analytical reports?"},{"title":"Prep course group data before dashboard upload","prompt":"Before I push this to our dashboard, run my 200 tutoring rows through an interval filter keeping session_minutes between 15 and 60, fill missing session_minutes with the median, and show me the two output reports."}],"resultDescription":"Two independent analytical reports covering the interval-filtered and missing-value-filled tutoring session records, based on up to 200 supplied rows of session_minutes or session_count data. No external data is fetched; all analysis uses local engines on the provided rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, course_group) on any row — validation error","Minimum bound greater than maximum bound — logical error in filter parameters","Invalid date format (not YYYY-MM-DD) — schema validation failure","No rows remain after interval filtering — empty result or error","Unsupported fill method value outside zero/mean/median enum — schema rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 tutoring session records and need both numeric range filtering (to remove out-of-bound values) and explicit missing-value imputation (zero, mean, or median) applied to session_minutes or session_count in a single call returning two analytical reports. It is purpose-built for education/tutoring data cleaning workflows and costs only $0.01 USDC for both reports together.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:33:43.571Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-numeric-interval-filter-and-missing-value-fill-0623556f"}