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 by listing Windows-related pivots (Visual Studio, Azure Portal, PowerShell, CLI) before their Linux equivalents, and by providing dedicated PowerShell and Windows CLI sections. Linux examples are present but are fewer and less prominently positioned, with no Linux-specific CLI or shell examples shown in the main pivot list.
Recommendations
  • Ensure Linux pivots (e.g., Bash/CLI, VS Code) are listed before or alongside Windows pivots to avoid ordering bias.
  • Add Linux-specific CLI or shell examples (e.g., Bash, Azure CLI for Linux) to match the PowerShell and Windows CLI coverage.
  • Provide parity in tooling examples, such as including Linux-native tools and workflows where Windows tools (like Visual Studio and PowerShell) are mentioned.
  • Review and balance the depth of instructions and examples for both platforms to ensure equal clarity and completeness.
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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 Biased Biased
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