{"uid":"cap_Kh6Fns_Hqe41diuV4O-HE","slug":"endpoint-telemetry-data-quality-deduplication-analyzer-5dc418c2","name":"Endpoint Telemetry Data Quality & Deduplication Analyzer","description":"Endpoint telemetry — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied endpoint telemetry records (agent_count, reporting_agents). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-security-15-212?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}}},"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_QkmE8aCf8rvQH7IBLcQFO","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":"Runs three analytical reports on endpoint telemetry rows: record quality audit, exact row deduplication, and category frequency counts for agent_count and reporting_agents fields.","exampleAgentPrompt":"Can you audit my endpoint telemetry records for data quality issues, remove exact duplicate rows, and give me a frequency breakdown by control_group? I have 4 rows: row-1 on 2026-10-01 with agent_count 10 and reporting_agents 1 in group-a, row-2 on 2026-10-02 with agent_count 20 and reporting_agents 2 in group-b, row-3 on 2026-10-03 agent_count 15 reporting_agents 3 group-a, and row-4 on 2026-10-04 agent_count 30 reporting_agents 4 group-b.","exampleUseCases":[{"title":"Pre-pipeline telemetry data validation","prompt":"Before I load this week's endpoint telemetry into our pipeline, can you run a quality audit on these 50 rows — flag any nulls or bad dates — and also deduplicate and give me the frequency of each control group?"},{"title":"Agent reporting completeness check","prompt":"I have 120 rows of agent telemetry with agent_count and reporting_agents values. Can you check for data quality issues, find any exact duplicate rows, and tell me how often each control_group appears in the dataset?"},{"title":"Monitoring dataset deduplication review","prompt":"We suspect our monitoring system is emitting duplicate records. Can you take these telemetry rows and identify exact duplicates, audit their quality, and show me the category frequencies for control_group so I can see if one group is over-represented?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing values, type errors, and malformed dates across all fields; (2) an exact row deduplication report identifying fully duplicate rows by all field values; and (3) a category frequency table counting occurrences of each distinct control_group value across the supplied rows. All analysis is performed locally on the submitted data with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Rows missing required fields (row_id, control_group, date, agent_count, reporting_agents) are rejected","Dates not matching YYYY-MM-DD pattern cause schema validation failure","Empty rows array (minItems:1 violated) returns an error","Numeric fields outside the allowed range cause rejection"],"whenToPreferThis":"Choose this endpoint when you need a combined data quality audit, exact deduplication check, and category frequency analysis on a single batch of up to 200 endpoint telemetry records in one call. It is ideal for pre-processing agent telemetry datasets before ingestion into pipelines, or for quick data profiling when you need three standard reports at low cost without requiring live data lookup or prediction capabilities.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:35:30.464Z","isFirstParty":false,"canonicalSlug":"endpoint-telemetry-data-quality-deduplication-analyzer-5dc418c2"}