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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples for rebooting HDInsight cluster VMs, referencing Windows-centric tools and cmdlets, and omitting equivalent Linux command-line instructions (e.g., Azure CLI, Bash). The PowerShell method is presented before the REST API method, further reinforcing Windows-first patterns. There are no examples or guidance for Linux users, such as using Azure CLI or SSH-based approaches.
Recommendations
  • Add equivalent Azure CLI examples for listing and rebooting HDInsight cluster nodes, with full command syntax.
  • Include Bash script snippets for Linux users to interact with the REST API using curl or similar tools.
  • Explicitly mention cross-platform options and clarify which tools work on Windows, Linux, and macOS.
  • Reorder sections or provide parallel examples so that Windows and Linux approaches are presented with equal prominence.
  • Reference SSH-based troubleshooting or reboot methods where applicable, especially since SSH is mentioned in the 'When to reboot' section.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets