{"uid":"cap_amQAov2k-deOi6UfRqyU7","slug":"dependency-audits-secondary-measure-weighted-mean-explicit-missing-ffba0ed5","name":"Dependency Audits — Secondary-measure Weighted Mean + Explicit Missing-value Fill","description":"Dependency audits — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied dependency audits records (dependency_count, flagged_dependencies). 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-security-09-187?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","dependency_count","flagged_dependencies"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"control_group":{"type":"string","default":"","maxLength":80},"dependency_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_dependencies":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","control_group":"group-a","dependency_count":10,"flagged_dependencies":1},{"date":"2026-10-02","row_id":"row-2","control_group":"group-b","dependency_count":20,"flagged_dependencies":2},{"date":"2026-10-03","row_id":"row-3","control_group":"group-a","dependency_count":15,"flagged_dependencies":3},{"date":"2026-10-04","row_id":"row-4","control_group":"group-b","dependency_count":30,"flagged_dependencies":4}],"maxItems":200,"minItems":1},"field":{"enum":["dependency_count","flagged_dependencies"],"type":"string","default":"dependency_count"},"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_cWcZWbX8-6NHqf0TDKUBU","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 dependency audit records (dependency_count, flagged_dependencies) across up to 200 rows, producing 2 analytical reports locally.","exampleAgentPrompt":"Compute the weighted mean of flagged_dependencies for these dependency audit rows and fill any missing values using median imputation — I have up to 50 rows with row_id, control_group, date, dependency_count, and flagged_dependencies fields.","exampleUseCases":[{"title":"Security audit weighted mean by group","prompt":"I have 80 dependency audit records with dependency_count and flagged_dependencies values — some nulls included. Can you compute the weighted mean of flagged_dependencies and fill missing values using median across all rows, grouped by control_group?"},{"title":"Impute missing dependency counts in CI pipeline","prompt":"Our CI pipeline generated 120 dependency audit rows but some dependency_count entries are null. Fill those missing values using zero-fill and give me the weighted mean of dependency_count across the full dataset."},{"title":"Compare flagged dependencies across two groups","prompt":"I've got two control groups — group-a and group-b — with about 40 audit rows each. Calculate the secondary-measure weighted mean of flagged_dependencies and use mean imputation for any missing values so I can compare the two groups."}],"resultDescription":"Returns 2 analytical reports covering: (1) a secondary-measure weighted mean computed over the specified field (dependency_count or flagged_dependencies) across the supplied rows, and (2) explicit missing-value fill results using the chosen method (zero, mean, or median), all processed locally without external lookups.","failureModes":["Exceeding 200 rows returns an error or truncation","Missing required fields (row_id, date, control_group) causes validation failure","Invalid date format (non-YYYY-MM-DD) rejected by schema pattern","Field values outside ±1,000,000,000,000 range cause schema rejection","Submitting an empty rows array returns a schema error","Invalid enum values for field or method parameters cause rejection"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local statistical computation (weighted mean + missing-value imputation) on dependency audit data with up to 200 rows and want two bundled reports for $0.01 USDC. Prefer it over general analytics services when your data involves specifically dependency_count and flagged_dependencies fields and you need fast, deterministic results without external API calls or live lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T10:40:01.509Z","isFirstParty":false,"canonicalSlug":"dependency-audits-secondary-measure-weighted-mean-explicit-missing-ffba0ed5"}