{"uid":"cap_d7cyK-Ast8zzYLnS0EWqI","slug":"donation-campaign-records-iqr-outlier-flags-901518bd","name":"Donation Campaign Records – IQR Outlier Flags","description":"Donation campaign records - IQR outlier flags: IQR outlier flags for Donation campaign records. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded iqr outlier flags report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-donation-records-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","campaign","date","donations","amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"campaign":{"type":"string","default":"","maxLength":80},"donations":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","amount":1,"row_id":"row-1","campaign":"group-a","donations":10},{"date":"2026-10-02","amount":2,"row_id":"row-2","campaign":"group-b","donations":20},{"date":"2026-10-03","amount":3,"row_id":"row-3","campaign":"group-a","donations":15},{"date":"2026-10-04","amount":4,"row_id":"row-4","campaign":"group-b","donations":30}],"maxItems":200,"minItems":1},"field":{"enum":["donations","amount"],"type":"string","default":"donations"}}},"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_oec8aJ5wxGlyfeMkGcAQs","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":"Identifies statistical outliers in donation campaign records using Interquartile Range (IQR) analysis across up to 200 rows of campaign data.","exampleAgentPrompt":"Can you run an IQR outlier analysis on my donation campaign records and flag any rows where the donation amounts look statistically extreme? I have about 50 rows covering campaigns like 'spring-drive' and 'year-end-appeal', and I want to check the 'amount' field.","exampleUseCases":[{"title":"Flagging Suspicious Donation Spikes","prompt":"I have 80 rows of daily donation records across three campaigns — 'gala-2024', 'digital-push', and 'mail-drive' — and I want to flag any rows where the donations count is a statistical outlier using IQR. Can you run that analysis on the donations field?"},{"title":"Validating Fundraiser Data Before Reporting","prompt":"Before I send our quarterly fundraising report, can you check these 120 campaign records for IQR outliers on the amount field? I want to make sure no data entry errors or extreme values are skewing our totals."},{"title":"Comparing Campaign Performance Anomalies","prompt":"We ran four donation campaigns last month and I have 60 records to review. Can you identify which rows have abnormal donation amounts using IQR outlier flagging so I can investigate those campaigns further?"}],"resultDescription":"A bounded IQR outlier flags report for each submitted row, indicating which records fall outside the interquartile range for the selected field (donations or amount). Each row gets a flag indicating whether it is an outlier, along with the IQR bounds used for classification. No enrichment, forecasting, or external data is added — purely local descriptive analytics.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the maxItems limit","Invalid date format (not YYYY-MM-DD) causes schema rejection","Missing required fields (row_id, campaign, date, donations, amount) causes request failure","Field selector not in enum ['donations','amount'] causes validation error","All null values in the selected field may produce degenerate or empty outlier results"],"whenToPreferThis":"Choose this endpoint when you need fast, local IQR-based outlier detection on a batch of donation campaign records without requiring external enrichment or forecasting. It is ideal for nonprofit analysts, fundraising teams, or data pipelines that need to validate or quality-check donation data before reporting. Best for datasets up to 200 rows where the goal is identifying statistical anomalies in either raw donation counts or monetary amounts per campaign.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:24.516Z","isFirstParty":false,"canonicalSlug":"donation-campaign-records-iqr-outlier-flags-901518bd"}