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
Summary
The documentation page demonstrates a Windows bias by prominently featuring Windows-centric tools (Visual Studio, PowerShell) and providing detailed migration steps for Az.HDInsight PowerShell. Windows tools are listed before their Linux or cross-platform equivalents, and PowerShell is the only command-line example given for HDInsight-specific operations. There are no Bash, Linux, or cross-platform CLI examples for HDInsight management, and the update instructions for tools are focused on Windows IDEs.
Recommendations
  • Include migration steps and examples for Bash/Azure CLI and cross-platform scripting for HDInsight cluster management.
  • Provide Linux-specific instructions or note Linux compatibility for SDKs and tools.
  • Add equivalent examples for managing HDInsight clusters using Bash, Python scripts, or other cross-platform tools.
  • List cross-platform tools (Azure CLI, SDKs) before Windows-only tools in affected scenarios.
  • Clarify which tools are cross-platform and which are Windows-only, and provide parity in documentation coverage.
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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 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

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