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
Summary
The documentation provides both Bash and PowerShell examples for all tasks, but Windows tools and patterns (PowerShell, Windows Subsystem for Linux, Windows-specific jq path) are mentioned first or exclusively in several places. The prerequisites and introductory sections emphasize Windows environments, and PowerShell is given equal or greater prominence than native Linux shells, despite HDInsight clusters being Linux-based. There are references to Windows-specific installation guides and usage patterns, and some examples assume Windows file paths for jq.
Recommendations
  • Reorder examples to show Bash/Linux commands first, reflecting the Linux-native nature of HDInsight clusters.
  • Clarify that Bash examples work natively on Linux/macOS and do not require Windows Subsystem for Linux.
  • Remove or de-emphasize Windows-specific prerequisites unless strictly necessary.
  • Provide explicit instructions for Linux/macOS users where Windows tools/paths are mentioned (e.g., jq path).
  • Add a note that PowerShell examples are for Windows users, and Bash examples are for Linux/macOS/WSL users.
  • Ensure that any references to Windows tools are balanced with Linux/macOS equivalents.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

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