{"uid":"cap_Gck0OcnL2dLfQ1Qgjws6u","slug":"training-compliance-numeric-interval-filter-and-missing-value-fill-013cc0f7","name":"Training Compliance Numeric Interval Filter and Missing Value Fill","description":"Training compliance — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + Explicit missing-value fill for supplied training compliance records (completed_courses, assigned_courses). 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-operations-10-135?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_courses","assigned_courses"],"type":"string","default":"completed_courses"},"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_PMD6nPsw5PImDiYpOstF1","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 training compliance records by a numeric interval and fills missing values using zero, mean, or median imputation, returning up to 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Filter our training compliance records so that completed_courses stays between 0 and 100, fill any missing completed_courses values using median, and give me the two analytical reports — I have about 50 rows of data with row IDs, team groups, and dates.","exampleUseCases":[{"title":"Clean HR training data for monthly review","prompt":"I've got 80 rows of training compliance data with team groups, dates, completed_courses, and assigned_courses. Can you filter completed_courses to only keep values between 0 and 50, and fill any missing completed_courses entries using the mean? I need the 2 reports."},{"title":"Audit assigned courses with outlier removal","prompt":"Run an interval filter on our assigned_courses field — keep only values between 1 and 200 — and fill any nulls with zero. I have 120 rows of compliance records by team group and date, and I want both reports."},{"title":"Prep compliance dataset for executive dashboard","prompt":"We have 150 training compliance records and need to filter completed_courses between 5 and 75, then impute any missing completed_courses values using the median before presenting to leadership. Can you produce the two analytical reports?"}],"resultDescription":"Returns up to 2 local analytical reports: one applying a numeric interval filter (min/max bounds) to the specified field (completed_courses or assigned_courses), and one filling explicit missing (null) values using the chosen method (zero, mean, or median). Operates on the supplied rows only — no external data is fetched.","failureModes":["Rows array empty or missing — validation error","Row count exceeds 200 — rejected","Invalid date format (not YYYY-MM-DD) — schema validation failure","Minimum value greater than maximum — may produce empty filtered dataset","Field value not in enum (completed_courses or assigned_courses) — rejected","Method value not in enum (zero, mean, median) — rejected","All values in field are null — mean/median imputation may return zero or undefined"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of training compliance data (completed_courses, assigned_courses) that need numeric range filtering and/or null value imputation in a single low-cost call. Ideal for HR analytics pipelines, compliance audits, and data cleaning workflows where you want both interval filtering and missing-value fill in one step without sending data to an external ML or prediction service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:46:39.771Z","isFirstParty":false,"canonicalSlug":"training-compliance-numeric-interval-filter-and-missing-value-fill-013cc0f7"}