{"uid":"cap_ogKH0NzrqaeeN5ZXQwV2a","slug":"schema-conformity-analytics-weighted-mean-missing-value-fill-71375fc2","name":"Schema Conformity Analytics — Weighted Mean & Missing-Value Fill","description":"Schema conformity — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied schema conformity records (valid_records, checked_records). 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-analytics-02-187?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":20,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":15,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":30,"checked_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_records","checked_records"],"type":"string","default":"valid_records"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_3BeoCuucGokXdCeFfhl15","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":"Computes a secondary-measure weighted mean and fills missing values for schema conformity records (valid_records, checked_records) across up to 200 rows, returning 2 independent analytical reports.","exampleAgentPrompt":"Can you compute the weighted mean of valid_records and fill any missing values using median for these schema conformity rows — I have 4 rows across groups A and B dated 2026-10-01 through 2026-10-04?","exampleUseCases":[{"title":"Data Quality Audit Aggregation","prompt":"I have a batch of 150 schema conformity records with valid_records and checked_records per day — can you compute the weighted mean of valid_records and fill any null values using the mean method across my dataset groups?"},{"title":"Missing Value Imputation for Conformity Data","prompt":"Several of my checked_records entries are null across my 80-row conformity dataset. Can you fill those missing values using zero-fill and also give me the weighted mean so I can report on data completeness?"},{"title":"Multi-Group Conformity Score Reporting","prompt":"I need two independent reports on my schema conformity data — weighted mean of valid_records and missing-value fill using median — for about 120 rows split across three dataset groups over the past quarter."}],"resultDescription":"Returns 2 independent analytical reports per call: (1) a secondary-measure weighted mean computed over the selected field (valid_records or checked_records), and (2) explicit missing-value fills applied using the chosen method (zero, mean, or median) — all computed locally without external lookups, covering up to 200 input rows.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, valid_records, checked_records) cause row rejection","Invalid date format (non-YYYY-MM-DD) triggers schema validation failure","All-null values for the selected field may produce undefined weighted mean","Malformed JSON body returns 400-level error"],"whenToPreferThis":"Choose this endpoint when you need fast, offline statistical aggregation of schema conformity metrics — specifically weighted means and missing-value imputation — on up to 200 rows of valid/checked record data, without requiring live data access or external enrichment. It is cost-effective at $0.01 per call covering 2 reports, ideal for data quality pipelines, audit workflows, or compliance summaries where local computation suffices.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:42:41.683Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-weighted-mean-missing-value-fill-71375fc2"}