{"uid":"cap_x8Nr1lqGcQtITSRhbBvPN","slug":"recovery-objectives-deduplication-and-weighted-mean-analytics-747a74c6","name":"Recovery Objectives Deduplication and Weighted Mean Analytics","description":"Recovery objectives — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied recovery objectives records (target_minutes, observed_minutes). 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-20-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","target_minutes","observed_minutes"],"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},"target_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","control_group":"group-a","target_minutes":10,"observed_minutes":1},{"date":"2026-10-02","row_id":"row-2","control_group":"group-b","target_minutes":20,"observed_minutes":2},{"date":"2026-10-03","row_id":"row-3","control_group":"group-a","target_minutes":15,"observed_minutes":3},{"date":"2026-10-04","row_id":"row-4","control_group":"group-b","target_minutes":30,"observed_minutes":4}],"maxItems":200,"minItems":1},"field":{"enum":["target_minutes","observed_minutes"],"type":"string","default":"target_minutes"}}},"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_GhTAe47Dibc7J0dteFnW9","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":"Deduplicates recovery objective rows and computes a secondary-measure weighted mean over target_minutes and observed_minutes data, returning two analytical reports.","exampleAgentPrompt":"I have up to 200 rows of recovery objectives data with row_id, control_group, date, target_minutes, and observed_minutes — can you deduplicate them exactly and compute a weighted mean on target_minutes, giving me both analytical reports?","exampleUseCases":[{"title":"SLA recovery time audit","prompt":"I have 150 rows of SLA recovery records with target_minutes and observed_minutes across two control groups from last quarter — please deduplicate any exact duplicate rows and compute a secondary-measure weighted mean on observed_minutes so I can see actual recovery performance."},{"title":"Incident response objective review","prompt":"Can you clean up my incident recovery objectives dataset (about 80 rows, fields: row_id, control_group, date, target_minutes, observed_minutes) by removing exact duplicates and then give me a weighted mean on target_minutes across all records?"},{"title":"Multi-group recovery benchmark comparison","prompt":"I'm comparing recovery performance across group-a and group-b over the past month — here are my 120 recovery objective rows with target and observed minutes. Please deduplicate and run the weighted mean on observed_minutes to see how we're tracking."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the input dataset, and (2) a secondary-measure weighted mean calculation over the specified field (target_minutes or observed_minutes), segmented by control group and date, based solely on the supplied data.","failureModes":["Input exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, target_minutes, observed_minutes) cause row-level errors","Invalid date format (not YYYY-MM-DD) may cause parsing failure","Null values in target_minutes or observed_minutes may affect weighted mean calculation","Payment of 0.01 USDC not attached — request rejected","Malformed JSON input schema returns validation error"],"whenToPreferThis":"Choose this endpoint when you need to clean duplicate recovery objectives records and compute a weighted mean on either target_minutes or observed_minutes in a single call, getting two reports for the price of one. Ideal for small-to-medium datasets (up to 200 rows) where no external data lookup or prediction is needed — purely local analytical computation on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:41.681Z","isFirstParty":false,"canonicalSlug":"recovery-objectives-deduplication-and-weighted-mean-analytics-747a74c6"}