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
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows by referencing Windows-centric tools (Visual Studio, PowerShell) and providing next steps that focus on Windows environments. Linux equivalents (such as Linux command-line tools or editors) are not mentioned, and PowerShell is listed as a method for cluster deletion before Azure CLI or browser. There are no Linux-specific examples or guidance for users who may be working in a Linux environment.
Recommendations
  • Include Linux-specific instructions and examples, such as using the Azure CLI from a Linux shell to manage clusters.
  • Provide alternative next steps for Linux users, such as connecting to HDInsight and running Hive queries using VS Code, Jupyter, or command-line tools.
  • When listing tools or methods (e.g., for cluster deletion), present cross-platform options together or list Azure CLI (which is cross-platform) before PowerShell.
  • Add explicit notes or sections for Linux/macOS users to ensure parity and inclusivity.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
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

Flagged Code Snippets