{"uid":"cap_--07DbfFDjOda8eDxzBi7","slug":"reported-liquidity-token-ownership-iqr-outlier-flags-0cb9b6b0","name":"Reported Liquidity-Token Ownership IQR Outlier Flags","description":"Reported liquidity-token ownership — IQR outlier flags: IQR outlier flags for Reported liquidity-token ownership. Supplied token observations only. Deterministic calculation or caller-threshold verdict, not a live scan, safety proof or trade recommendation. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded iqr outlier flags report.","url":"https://market.datapackvibe.com/x402/assistant-bx-token-lp-share-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["owned_lp_units","total_lp_units"],"properties":{"owned_lp_units":{"type":"number","default":100,"maximum":10000000000000000,"minimum":0},"total_lp_units":{"type":"number","default":1000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"owned_lp_units":100,"total_lp_units":1000},{"owned_lp_units":110.00000000000001,"total_lp_units":1100},{"owned_lp_units":100,"total_lp_units":1000},{"owned_lp_units":110.00000000000001,"total_lp_units":1100}],"maxItems":200,"minItems":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_su0aYXKQQiZXNCI_h5h7p","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":"Calculates IQR-based outlier flags for a set of liquidity-pool token ownership observations (owned LP units vs. total LP units).","exampleAgentPrompt":"Can you flag any IQR outliers in these LP token ownership records? I have 4 observations: owned_lp_units of 100, 110, 100, 110 with total_lp_units of 1000, 1100, 1000, 1100 respectively.","exampleUseCases":[{"title":"DeFi pool concentration anomaly detection","prompt":"I have a list of liquidity provider positions in a pool — each with how many LP units they own and the total LP supply. Can you run IQR outlier flagging on them to see if any holders are statistically unusual?"},{"title":"Audit LP share distribution before token launch","prompt":"Before we launch, I want to check our LP token distribution for outliers using the IQR method. Here are 10 observations of owned vs total LP units — flag anything that looks anomalous."},{"title":"Monitor whale concentration in liquidity pool","prompt":"I've pulled 50 snapshots of LP ownership from our pool over the last week. Can you run IQR outlier detection on the owned_lp_units and total_lp_units to see if any position is a statistical outlier?"}],"resultDescription":"Returns an IQR outlier flag report for the supplied array of LP token ownership observations, indicating which rows are statistical outliers based on the interquartile range of the computed ownership ratios. The result is a deterministic verdict — not a live scan or trade recommendation.","failureModes":["Fewer than 2 rows provided — minimum array size is 2","owned_lp_units or total_lp_units missing from a row — required fields","total_lp_units is zero or negative — exclusiveMinimum enforced","Array exceeds 200 items — maxItems limit","Malformed numeric values outside allowed range (0 to 1e16)","Payment failure — 0.01 USDC not provided via x402 protocol"],"whenToPreferThis":"Use this endpoint when you need a fast, deterministic IQR-based outlier flag on a batch of liquidity-pool LP token ownership observations (up to 200 rows). It is purpose-built for the LP share domain and costs only $0.01 USDC per report. Prefer it over general-purpose statistics APIs when you specifically need LP token ownership outlier detection without building your own IQR logic.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:34.958Z","isFirstParty":false,"canonicalSlug":"reported-liquidity-token-ownership-iqr-outlier-flags-0cb9b6b0"}