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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias: the test environment is explicitly Windows 10, all setup and file manipulation commands use Windows Command Prompt syntax (cmd), Windows-specific tools like Notepad are referenced, and troubleshooting uses PowerShell scripts. There are no Linux shell equivalents or examples for common tasks such as directory creation, file editing, or line ending conversion. Linux users are only briefly mentioned and told to 'modify accordingly,' without concrete guidance.
Recommendations
  • Provide parallel Linux shell (bash) commands for all setup steps (e.g., mkdir, cd, rm -rf).
  • Suggest Linux-friendly editors (e.g., nano, vim) alongside Notepad.
  • Include Linux methods for fixing line endings (e.g., dos2unix, sed) in the troubleshooting section.
  • Clarify any OS-specific differences in Maven usage, file paths, and SSH/SCP commands.
  • Consider presenting Linux examples first or side-by-side with Windows examples to reflect HDInsight's Linux-based clusters.
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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

Flagged Code Snippets