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 bias toward Windows environments by exclusively referencing Visual Studio Code and the Microsoft Sentinel extension, both of which are most commonly used on Windows. There are no mentions of Linux-specific tools, environments, or setup instructions, nor any examples or notes about running the notebooks on Linux or macOS platforms. The documentation assumes a Windows-centric workflow and omits guidance for Linux users.
Recommendations
  • Explicitly mention that Jupyter notebooks and the Microsoft Sentinel extension can be used on Linux and macOS, not just Windows.
  • Provide setup instructions for running the notebook examples on Linux (e.g., using VS Code on Linux, or JupyterLab/Jupyter Notebook directly).
  • Include troubleshooting notes or environment-specific caveats for Linux users (e.g., package installation, Spark setup).
  • Add example screenshots or code snippets showing the workflow on Linux (such as running notebooks in JupyterLab or VS Code on Ubuntu).
  • Reference cross-platform compatibility in prerequisites and related content sections.
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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 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
2025-08-22 00:01 #88 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean

Flagged Code Snippets