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 page displays mild Windows bias by mentioning Azure PowerShell and the Azure portal as primary tools for cluster management, with no explicit mention of Linux-native tools (such as Azure CLI on Bash, SSH, or scripting via Linux shells). The examples and screenshots focus on the Azure portal, which is platform-agnostic but often associated with Windows workflows. There are no explicit Linux command-line examples or references to Linux-specific management patterns, despite HDInsight clusters being Linux-based by default.
Recommendations
  • Add explicit examples using Azure CLI commands for cluster creation and scaling, demonstrating usage on Linux/macOS terminals.
  • Mention Linux-native management tools (e.g., SSH, Bash scripting) where relevant, especially for post-deployment operations.
  • Balance references to Azure PowerShell with Azure CLI, and clarify that both can be used cross-platform.
  • Include screenshots or walkthroughs for both Azure portal and command-line interfaces.
  • Where possible, provide sample scripts for common operations in both PowerShell and Bash.
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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 Clean Clean
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