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_tools
windows_first
Summary
The documentation page exhibits mild Windows bias, primarily through the use of Windows-centric terminology and examples. Several field examples reference Windows-specific concepts (e.g., 'Ethernet adapter Ethernet 4', 'C:\Malicious\ImNotMalicious.exe', 'WORKGROUP', 'DESKTOP', 'S-12-1445' for SID, and user agent strings referencing 'Windows NT'). Windows-style file paths and device/domain names are used in examples, and Windows terminology appears before or instead of Linux/macOS equivalents. However, the schema itself is generic and not technically limited to Windows, and Linux/macOS-relevant terms (e.g., 'eth0', 'syslogserver1.contoso.com') do appear.
Recommendations
  • Add Linux/macOS equivalent examples alongside Windows examples (e.g., use '/home/malicious/ImNotMalicious.sh' as a file path, 'eth0' or 'enp0s3' for network interfaces, 'ubuntu' or 'macbook.local' for hostnames).
  • Avoid using Windows-specific domain names like 'WORKGROUP' or 'DESKTOP' exclusively; include examples like 'ubuntu', 'local', or 'default'.
  • Where SIDs are referenced, note that these are Windows-specific and provide examples of Linux/macOS user IDs (e.g., UID/GID).
  • Balance user agent strings to include macOS/Linux browsers.
  • Clarify that the schema is OS-agnostic and provide guidance for mapping Linux/macOS concepts to the schema fields.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Clean Clean
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean