{"uid":"cap_57VWTWHyDsr5eydyLxkAH","slug":"dependency-upgrades-trailing-mean-iqr-outlier-analysis-7aaa39d9","name":"Dependency Upgrades Trailing Mean + IQR Outlier Analysis","description":"Dependency upgrades — Trailing mean series + IQR outlier flags: Trailing mean series + IQR outlier flags for supplied dependency upgrades records (packages_checked, packages_updated). 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-software-09-149?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","component","date","packages_checked","packages_updated"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"packages_checked":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"packages_updated":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","packages_checked":10,"packages_updated":1},{"date":"2026-10-02","row_id":"row-2","component":"group-b","packages_checked":20,"packages_updated":2},{"date":"2026-10-03","row_id":"row-3","component":"group-a","packages_checked":15,"packages_updated":3},{"date":"2026-10-04","row_id":"row-4","component":"group-b","packages_checked":30,"packages_updated":4}],"maxItems":200,"minItems":1},"field":{"enum":["packages_checked","packages_updated"],"type":"string","default":"packages_checked"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_b_gSDCEJoh7tuIp72bxGx","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 trailing mean time series and IQR-based outlier flags for dependency upgrade metrics (packages_checked, packages_updated) across up to 200 supplied rows, returning two independent analytical reports.","exampleAgentPrompt":"Analyze my dependency upgrade records for packages_checked using a trailing window of 4 and flag IQR outliers — here are the rows: [{\"row_id\":\"r1\",\"component\":\"frontend\",\"date\":\"2024-01-01\",\"packages_checked\":50,\"packages_updated\":3},{\"row_id\":\"r2\",\"component\":\"frontend\",\"date\":\"2024-01-02\",\"packages_checked\":52,\"packages_updated\":5},{\"row_id\":\"r3\",\"component\":\"frontend\",\"date\":\"2024-01-03\",\"packages_checked\":200,\"packages_updated\":2}].","exampleUseCases":[{"title":"Spike detection in CI dependency scans","prompt":"I have 90 days of daily CI logs with packages_checked and packages_updated per component. Run a trailing mean with a window of 7 on packages_checked and flag any IQR outliers so I can see which days had unusual scan activity."},{"title":"Monthly package update anomaly review","prompt":"Here are 150 rows of monthly dependency upgrade records across our microservices — can you compute the trailing mean series with a window of 3 for packages_updated and flag outlier months using IQR?"},{"title":"Cross-team upgrade cadence comparison","prompt":"I want to spot anomalies in how often different teams update packages. Use a window size of 5 on packages_updated across these 60 rows of team-level upgrade logs and give me the trailing mean and IQR outlier flags."}],"resultDescription":"Two independent analytical reports covering: (1) a trailing mean time series computed over the specified rolling window for the chosen field (packages_checked or packages_updated), and (2) IQR-based outlier flags identifying rows whose values fall outside the interquartile range bounds. Results are derived entirely from the supplied data rows with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows supplied — request rejected","Window size larger than number of rows — insufficient data for trailing mean","Missing required fields (row_id, date, component, packages_checked, packages_updated) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Field enum value not 'packages_checked' or 'packages_updated' — rejected","All values null — IQR computation not possible"],"whenToPreferThis":"Choose this endpoint when you have raw dependency upgrade tabular data (packages_checked or packages_updated) and need both a rolling/trailing mean trend series and IQR-based outlier detection in a single call for up to 200 rows, without needing live data lookup, prediction, or external enrichment. Prefer it over general-purpose stats APIs when your domain is specifically software dependency upgrade metrics and you want two bundled analytical reports at low cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:46:12.815Z","isFirstParty":false,"canonicalSlug":"dependency-upgrades-trailing-mean-iqr-outlier-analysis-7aaa39d9"}