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_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell scripts as the primary example for cluster deployment, mentioning 'PowerShell or Azure CLI scripts' but providing guidance (such as SKU naming) specifically for PowerShell. There are no Linux-specific examples or references to Bash scripting, and no mention of Linux tools or patterns. The guidance for scripting and VM SKU usage is tailored to Windows/PowerShell users, with Linux parity lacking in examples and instructions.
Recommendations
  • Add explicit Bash/Azure CLI examples for cluster deployment alongside PowerShell references.
  • Clarify SKU naming conventions for both PowerShell and Bash/Azure CLI contexts.
  • Include references to Linux tools and scripting patterns where relevant.
  • Ensure that instructions and notes do not assume PowerShell as the default scripting environment.
  • Provide links to Linux-focused documentation or quickstarts for HDInsight cluster configuration.
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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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed 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