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
powershell_heavy
windows_tools
Summary
The documentation page exhibits a Windows bias by presenting Windows instructions and PowerShell examples before their Linux equivalents, and by using Windows-specific tools (PowerShell scripts) for key operations. The Linux instructions use a Python script, but the overall structure and example ordering favor Windows and PowerShell, which may make Linux users feel secondary.
Recommendations
  • Alternate the order of Windows and Linux instructions in each section, or present them side-by-side to avoid implicit prioritization.
  • Provide equal detail and clarity for both Windows and Linux instructions, ensuring parity in parameters and example usage.
  • Mention cross-platform tools (such as Azure CLI) first, as they work on both Windows and Linux.
  • Consider providing Bash script examples for Linux users in addition to Python, to match the PowerShell script for Windows.
  • Explicitly state that both Windows and Linux are supported and encourage users to choose the method that fits their environment.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-15 00:00 #254 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets