{"uid":"cap_ZFhiAUNDfGnyNxp9XnP9d","slug":"simulation-caches-iqr-outlier-flags-secondary-measure-weighted-mean-e75ecf3d","name":"Simulation Caches IQR Outlier Flags + Secondary-Measure Weighted Mean","description":"Simulation caches — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean for supplied simulation caches records (cache_gb, simulation_seconds). 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-creative-08-177?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","cache_gb","simulation_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"cache_gb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"simulation_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","cache_gb":10,"asset_group":"group-a","simulation_seconds":1},{"date":"2026-10-02","row_id":"row-2","cache_gb":20,"asset_group":"group-b","simulation_seconds":2},{"date":"2026-10-03","row_id":"row-3","cache_gb":15,"asset_group":"group-a","simulation_seconds":3},{"date":"2026-10-04","row_id":"row-4","cache_gb":30,"asset_group":"group-b","simulation_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["cache_gb","simulation_seconds"],"type":"string","default":"cache_gb"}}},"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_cZOROL1kWrh35hlZpIh8Z","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":"Analyzes simulation cache records to flag IQR-based outliers and compute a secondary-measure weighted mean, returning two statistical reports for up to 200 rows.","exampleAgentPrompt":"Flag IQR outliers and compute a simulation_seconds-weighted mean for my simulation cache records — I have 4 rows: row-1 on 2026-10-01 with cache_gb=10 and simulation_seconds=1 for group-a, row-2 on 2026-10-02 with cache_gb=20 and simulation_seconds=2 for group-b, row-3 on 2026-10-03 with cache_gb=15 and simulation_seconds=3 for group-a, row-4 on 2026-10-04 with cache_gb=30 and simulation_seconds=4 for group-b; analyze on the cache_gb field.","exampleUseCases":[{"title":"Outlier detection in nightly simulation runs","prompt":"I have a list of 50 nightly simulation cache records across two asset groups — can you flag any cache_gb values that are IQR outliers and also give me the weighted mean of simulation_seconds for those rows?"},{"title":"QA check on simulation benchmark data","prompt":"Run IQR outlier flagging and a weighted mean report on my simulation benchmark dataset — it has 120 rows with cache_gb and simulation_seconds columns, grouped by asset_group, and I want to analyze the cache_gb field."},{"title":"Identifying bloated caches across simulation groups","prompt":"Can you analyze these 80 simulation cache entries and tell me which ones have cache_gb values outside the IQR range, plus compute the simulation_seconds weighted mean? I want to spot which asset groups are wasting the most cache."}],"resultDescription":"Returns two statistical reports: (1) IQR outlier flags for each supplied row indicating whether its primary field value (cache_gb or simulation_seconds) is an outlier based on interquartile range, and (2) a weighted mean of the secondary measure across the supplied records. All computation is local with no external data lookups.","failureModes":["More than 200 rows submitted — request rejected due to row limit","Missing required fields (row_id, date, cache_gb, simulation_seconds, asset_group) — validation error","Date not in YYYY-MM-DD format — schema validation failure","Null values in the selected analysis field may affect IQR computation","Invalid field enum value (must be 'cache_gb' or 'simulation_seconds') — schema rejection","Empty rows array — minimum 1 row required"],"whenToPreferThis":"Choose this endpoint when you need fast, local statistical analysis of simulation cache records without external data dependencies — specifically when you want both IQR-based outlier detection and a weighted mean computed together in a single call for up to 200 rows. It is ideal for data quality checks, anomaly detection in simulation infrastructure, and performance benchmarking across asset groups. Prefer it over general-purpose analytics when your data fits the cache_gb/simulation_seconds schema and you want two bundled reports at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:56:06.756Z","isFirstParty":false,"canonicalSlug":"simulation-caches-iqr-outlier-flags-secondary-measure-weighted-mean-e75ecf3d"}