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
missing_linux_example
Summary
The documentation page demonstrates a subtle Windows bias by prioritizing Microsoft-centric environments (Azure, Defender portal, Microsoft Sentinel) and referencing Windows hosts before Linux equivalents. There are no explicit Linux-specific setup instructions or examples, and the only Linux mention is in a list of notebook variations, with no parity in walkthroughs or screenshots. No PowerShell-heavy or Windows tools bias is present, but the absence of Linux-specific examples and instructions is notable.
Recommendations
  • Add explicit instructions or examples for running the notebook in Linux environments, including any necessary configuration steps or troubleshooting tips.
  • Include screenshots or walkthroughs demonstrating the notebook setup and usage on a Linux host or in a local Jupyter environment outside Azure.
  • Provide parity in examples, such as showing how to authenticate and query data from a Linux-based Sentinel workspace, if applicable.
  • Reference and link to Linux-specific resources earlier in the document, not just in the 'Related content' or 'Apply guidance' sections.
  • Ensure that mentions of Windows and Linux hosts are balanced and that Linux is not consistently listed after Windows.
GitHub Create Pull Request

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
2025-09-16 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets