Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits a moderate Windows bias. Windows-specific terminology and examples (such as 'Windows DHCP server', 'Windows domain', and 'Windows DHCP server logs MAC address in a nonstandard way') are mentioned explicitly and often before or instead of Linux equivalents. There are no examples or notes for Linux/ISC DHCP servers, nor are Linux-specific patterns or tools referenced. The schema fields and examples (e.g., hostnames, domain types, user IDs) are predominantly Windows-centric, and guidance for parsing or handling Linux DHCP logs is missing.
Recommendations
  • Add explicit references and examples for Linux/ISC DHCP servers, including how fields map from common Linux DHCP log formats.
  • Include Linux-specific hostname, domain, and user ID examples alongside Windows ones.
  • Document differences in MAC address formatting for Linux DHCP servers and provide parsing guidance.
  • Clarify how schema fields should be populated for Linux environments, including domain types and user/session IDs.
  • Ensure that all guidance and examples are source-agnostic or provide parity between Windows and Linux systems.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased