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 is largely neutral and Linux-focused in its main content, as all supported HDInsight versions use Ubuntu as the VM OS. However, there is evidence of Windows bias in the 'Next steps' section, where a link specifically highlights working with HDInsight from a Windows PC and references Windows tools before any Linux equivalents. Additionally, in the section listing deployment methods, 'PowerShell' is mentioned before 'CLI', which may subtly prioritize Windows tooling.
Recommendations
  • In the 'Next steps' section, provide parallel guidance for Linux and macOS users, such as a link to a page about working with HDInsight from Linux or cross-platform tools.
  • When listing deployment methods (e.g., 'PowerShell, CLI, and .NET SDK'), consider listing the Azure CLI first, as it is cross-platform, or clarify that all tools are available on multiple operating systems.
  • If referencing Windows-specific tools or workflows, ensure Linux equivalents are mentioned with equal prominence and provide links to relevant documentation.
  • Review other documentation pages linked from this one (such as 'hdinsight-hadoop-windows-tools.md') to ensure Linux parity in tooling and examples.
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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
2025-09-16 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
2025-08-17 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