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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. Package installation instructions are provided only via PowerShell, and the authentication flow references the PowerShell client GUID. Command-line examples for cluster operations (such as balancing HBase region servers) use Windows-style commands and environment variables. There are no Linux/macOS equivalents or instructions for installing the required .NET SDK packages on those platforms. The order and prominence of Windows tools and patterns may create friction for Linux/macOS users.
Recommendations
  • Add .NET SDK package installation instructions for Linux/macOS (e.g., using dotnet CLI or NuGet on those platforms).
  • Provide Linux/macOS shell equivalents for command-line examples (e.g., use $HBASE_HOME/bin and bash syntax instead of Windows-style commands).
  • Clarify that the .NET SDK is cross-platform and provide guidance for non-Windows environments.
  • Avoid referencing Windows-specific GUIDs or tools unless alternatives are also described.
  • Ensure that examples and instructions are presented in a platform-neutral order or grouped by OS.
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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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased