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 demonstrates a Windows bias in several ways: Windows-specific instructions (Windows command prompt and PowerShell) are presented before macOS and Linux equivalents, with more detailed guidance and validation steps for Windows users. The prerequisite section links to Windows Python setup documentation first, and Windows environment variable tools (setx, PowerShell) are described in greater detail than their Unix counterparts. Linux and macOS instructions are present but appear after Windows and are less emphasized.
Recommendations
  • Present OS instructions in parallel tabs or in a neutral order (e.g., alphabetical: Linux, macOS, Windows) rather than Windows-first.
  • Provide equal detail and validation steps for Linux/macOS as for Windows, including how to check environment variable persistence.
  • Include links to Linux and macOS Python setup documentation in the prerequisites section alongside the Windows link.
  • Avoid using Windows-specific tools (e.g., setx) without mentioning Unix equivalents (e.g., export in .bashrc/.zshrc for persistence).
  • Ensure screenshots and examples do not implicitly favor Windows environments.
  • Explicitly state cross-platform compatibility and highlight any OS-specific caveats.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets