{"uid":"cap_Mv_dD1ebmKY9vYhm-AEvY","slug":"endpoint-telemetry-exact-row-deduplication-explicit-missing-value-fill-1ae4150b","name":"Endpoint Telemetry — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Endpoint telemetry — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied endpoint telemetry records (agent_count, reporting_agents). 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-15-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","agent_count","reporting_agents"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"agent_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"control_group":{"type":"string","default":"","maxLength":80},"reporting_agents":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","agent_count":10,"control_group":"group-a","reporting_agents":1},{"date":"2026-10-02","row_id":"row-2","agent_count":20,"control_group":"group-b","reporting_agents":2},{"date":"2026-10-03","row_id":"row-3","agent_count":15,"control_group":"group-a","reporting_agents":3},{"date":"2026-10-04","row_id":"row-4","agent_count":30,"control_group":"group-b","reporting_agents":4}],"maxItems":200,"minItems":1},"field":{"enum":["agent_count","reporting_agents"],"type":"string","default":"agent_count"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_hvfr3iduCEZcx0JsT51rw","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 endpoint telemetry rows exactly and fills missing agent_count or reporting_agents values using zero, mean, or median imputation for up to 200 rows.","exampleAgentPrompt":"I have 150 rows of endpoint telemetry with some duplicate rows and missing agent_count values — can you deduplicate them exactly and fill the missing agent_count using median imputation?","exampleUseCases":[{"title":"Clean agent fleet telemetry dataset","prompt":"I've got a batch of 80 endpoint telemetry records for my agent fleet, some rows are exact duplicates and others have null agent_count values — please deduplicate them and fill the missing agent_count using the median."},{"title":"Impute missing reporting_agents with zero","prompt":"My telemetry export has about 120 rows and several reporting_agents entries are missing — can you deduplicate the records exactly and fill all the missing reporting_agents values with zero?"},{"title":"Prepare telemetry for control group analysis","prompt":"I need to clean up 200 rows of endpoint telemetry split across control groups group-a and group-b — deduplicate exact matches and fill any missing agent_count values using mean imputation so I can run my analysis."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing duplicate telemetry records, and (2) a missing-value fill report where null agent_count or reporting_agents values are replaced using the specified method (zero, mean, or median). Both reports are computed locally without external lookups or live data.","failureModes":["Payload exceeds 200 rows — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, control_group, date) — schema validation failure","Field enum value not in [agent_count, reporting_agents] — rejected","Method enum value not in [zero, mean, median] — rejected","Empty rows array — minimum items constraint failure"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously deduplicate exact duplicate rows and impute missing numeric values (agent_count or reporting_agents) in endpoint telemetry data in a single call, with up to 200 rows and no need for live lookups or external data sources. Ideal for batch data-cleaning pipelines for agent monitoring telemetry at very low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:48:01.225Z","isFirstParty":false,"canonicalSlug":"endpoint-telemetry-exact-row-deduplication-explicit-missing-value-fill-1ae4150b"}