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Endpoint Telemetry Data Quality & Deduplication Analyzer
x402
Endpoint Telemetry Data Quality & Deduplication Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
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.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Pre-pipeline telemetry data validation
“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?”
Agent reporting completeness check
“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?”
Monitoring dataset deduplication review
“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?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-security-15-212?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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