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
missing_linux_example
Summary
The documentation page exhibits mild Windows bias. When discussing cluster scaling, it lists Azure portal, Azure PowerShell, and command-line interface as options, but only visually illustrates the Azure portal (a GUI tool most commonly used on Windows) and mentions PowerShell (a Windows-centric tool) before CLI, without specifying or providing examples for Linux shell usage. There are no explicit Linux shell or script examples, nor are Linux-specific tools or patterns mentioned. The page does note that 'Linux-based HDInsight clusters have Tez enabled by default', but otherwise does not provide Linux parity in tooling or examples.
Recommendations
  • Include explicit examples using Azure CLI commands for scaling and management, with sample Linux shell usage.
  • When listing management tools, mention Azure CLI and Bash before or alongside Azure PowerShell to avoid Windows-first ordering.
  • Add screenshots or instructions for Linux terminal usage where appropriate, not just Azure portal GUI.
  • Clarify that HDInsight clusters are Linux-based by default, and provide links or tips for Linux users.
  • Where PowerShell is mentioned, also provide equivalent Bash or shell script examples.
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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

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