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
Summary
The documentation page demonstrates a moderate Windows bias. Azure PowerShell is consistently mentioned before Azure CLI in lists and examples, and PowerShell examples are more detailed and prominent than Azure CLI equivalents. The .NET SDK (Windows-centric) is also featured. While Bash scripts and Linux clusters are the technical focus, the documentation prioritizes Windows tools and patterns in its guidance and examples.
Recommendations
  • Present Azure CLI examples before or alongside Azure PowerShell examples, especially since HDInsight clusters are Linux-based.
  • Expand Azure CLI example sections to match the detail and coverage of PowerShell examples.
  • Include explicit Linux shell (Bash) command-line examples for common tasks, such as viewing script history or promoting/demoting scripts, where possible.
  • Clarify that both Windows and Linux users can use the Azure CLI and portal, and provide installation instructions for both platforms.
  • Where .NET SDK is mentioned, also reference Python SDK or other cross-platform alternatives if available.
  • Audit all command tables and lists to ensure CLI and PowerShell are given equal prominence and detail.
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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

Flagged Code Snippets