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
Summary
The documentation is largely Linux/Ubuntu-focused for all hands-on examples and commands, but there is a notable Windows bias in the section describing how to obtain the SSH utility. Windows tools and workarounds are listed before Linux/macOS, and several Windows-specific solutions are mentioned, even though Linux is the primary platform for the actual cluster and VM operations.
Recommendations
  • When listing ways to obtain SSH, mention Linux/macOS first, as they are the native environments for these clusters. Place Windows-specific instructions after Linux/macOS.
  • Provide parity in tool recommendations: for example, if mentioning 'Bash on Ubuntu on Windows 10', also mention that Linux and macOS users have native terminals.
  • Avoid over-emphasizing Windows-specific tools (like PowerShell or Win32-OpenSSH) unless they are required for the workflow. If mentioned, clarify that these are for Windows users only.
  • Consider a short section or callout for Windows users, rather than interleaving Windows-specific advice in the main flow.
  • Ensure that all code examples and primary instructions are platform-neutral or Linux-first, given the context of HDInsight clusters running on Linux.
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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 Biased Biased
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
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed 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 Clean Clean