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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by presenting Windows examples and tools first, including Windows-specific scripting languages (CMD, Batch, PowerShell, F#) that have no Linux equivalents. The Windows tab lists more sample types than the Linux tab, and Windows tools/patterns (such as PowerShell and Batch) are mentioned exclusively. Linux examples are limited to cross-platform languages and Bash, with no Linux-specific scripting samples (e.g., shell variants, Python with Linux nuances). The order and breadth of examples favor Windows users.
Recommendations
  • Present Linux and Windows tabs in parallel, with equal prominence and similar breadth of examples.
  • Add Linux-specific scripting samples (e.g., zsh, sh, or other Linux shell scripts) to match the variety of Windows scripting samples.
  • Include Linux-specific instructions or notes where Windows-specific tools (e.g., PowerShell, Batch) are mentioned.
  • Ensure that any language or tool available on Windows is matched with an equivalent or alternative on Linux, or explain the absence.
  • Consider listing cross-platform languages (Python, Node.js, Java, PHP, .NET) before platform-specific scripts in both tabs.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean