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
windows_heavy_examples
Summary
The documentation demonstrates a Windows-first bias in several areas: Windows-specific identifiers (SID) and username formats are consistently listed before Linux equivalents (UID), and Windows domain formats are prioritized in examples and field descriptions. Windows tools and conventions (such as domain\username, SIDs, and session ID numeric requirements) are mentioned more frequently and with more detail than Linux equivalents. Linux formats are present but often secondary, with less explanation or example coverage.
Recommendations
  • Present Linux and Windows identifiers and formats in parallel, alternating order or giving equal prominence (e.g., 'UID (Linux), SID (Windows)' rather than always 'SID (Windows), UID (Linux)').
  • Provide Linux-specific examples for fields where only Windows examples are given (e.g., show a Linux UID and username format alongside Windows SIDs and domain\username).
  • Expand explanations for Linux concepts (UID, group names, session IDs) to match the detail given for Windows.
  • Where conversion or normalization is discussed (e.g., session IDs), include Linux-specific guidance and examples.
  • Add explicit mention of Linux tools and patterns (e.g., reference /etc/passwd, getent, or id command for Linux user IDs) where Windows tools or conventions are described.
  • Ensure that recommendations for field normalization and mapping include Linux-first or cross-platform scenarios, not just Windows-centric advice.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased