{"uid":"cap_CcDfJu9UsXldTCod3kygX","slug":"endpoint-telemetry-record-quality-audit-explicit-missing-value-fill-605a5c38","name":"Endpoint Telemetry — Record Quality Audit + Explicit Missing-Value Fill","description":"Endpoint telemetry — Record quality audit + Explicit missing-value fill: Record quality audit + 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-15-019?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_knmakNBupzsrKB6wnhGgH","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":"Audits data quality and fills missing values (via zero, mean, or median) in endpoint telemetry records containing agent_count and reporting_agents fields, returning two independent reports for up to 200 rows.","exampleAgentPrompt":"Run a record quality audit and fill any missing agent_count values using the median method on my telemetry data — I have 4 rows with dates from 2026-10-01 to 2026-10-04, control groups group-a and group-b, agent counts of 10, 20, null, and 30, and reporting_agents of 1, 2, 3, and 4.","exampleUseCases":[{"title":"Telemetry pipeline data quality check","prompt":"I have 50 rows of endpoint telemetry with dates, control groups, agent_count and reporting_agents — some agent_count values are null. Can you run a quality audit and fill those missing agent_count values using the median of the non-null values?"},{"title":"Agent fleet reporting completeness audit","prompt":"Audit my reporting_agents dataset for quality issues and fill any missing reporting_agents values with zero — I've got about 150 telemetry rows across several control groups spanning the last quarter."},{"title":"Pre-analysis telemetry cleanup","prompt":"Before I run analysis on my agent monitoring data, can you check it for quality problems and impute any missing agent_count entries using the mean? I have 80 rows with row IDs, dates in YYYY-MM-DD format, and two control groups."}],"resultDescription":"Returns two independent reports: (1) a record quality audit identifying completeness issues, nulls, and anomalies in the telemetry rows, and (2) an explicit missing-value fill report showing which records had the specified field (agent_count or reporting_agents) filled using the chosen method (zero, mean, or median), with the imputed values included. Both reports are computed locally with no external lookups.","failureModes":["Rows array exceeds 200 items — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Unknown fill method outside zero/mean/median enum — schema error","Field value outside allowed numeric range (-1e12 to 1e12) — validation error","Empty rows array (minItems: 1 violated) — schema error","row_id missing or empty string — required field error"],"whenToPreferThis":"Choose this endpoint when you need to both audit data quality AND impute missing values in endpoint telemetry data (agent_count or reporting_agents fields) in a single call at low cost ($0.01 USDC for both reports). It is best suited for small-to-medium batches (up to 200 rows) of structured telemetry with date, control group, and numeric agent fields. Prefer this over general-purpose data tools when you specifically need the two-report combined output (audit + fill) for agent monitoring telemetry. Not suitable when you need live data lookup, prediction, or external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:38.421Z","isFirstParty":false,"canonicalSlug":"endpoint-telemetry-record-quality-audit-explicit-missing-value-fill-605a5c38"}