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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits some Windows bias, primarily through the explicit mention of Azure PowerShell and Windows PowerShell cmdlets as setup and customization methods, and by referencing 'HDInsight Windows PowerShell cmdlets' before or instead of Linux equivalents. There is also a reference to working from a Windows PC in the related content, but no equivalent for Linux or macOS. While the main focus is on the Azure portal (which is cross-platform), command-line examples and tooling references tend to favor Windows or do not provide parity for Linux users.
Recommendations
  • Ensure that all command-line examples and tooling references include both Windows (PowerShell) and Linux (Bash/Azure CLI) equivalents, presented side by side or with equal prominence.
  • In sections mentioning 'HDInsight Windows PowerShell cmdlets', also mention and link to Azure CLI or Bash scripting options for Linux users.
  • Add a 'Work in Apache Hadoop on HDInsight from a Linux PC' or 'macOS' equivalent to the related content, similar to the Windows PC link.
  • Review all references to tools and setup methods to ensure Linux-first or at least equal treatment, especially in tables and lists.
  • Where script actions or automation are discussed, provide examples for both PowerShell and Bash.
  • Audit for any screenshots or instructions that are Windows-specific and provide Linux alternatives where applicable.
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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
2025-09-06 00:00 #103 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
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