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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a Windows bias primarily through the prioritization of Windows-centric tools and patterns. PowerShell is mentioned explicitly as a method for managing Azure roles, and Windows/PowerShell options are listed before Linux equivalents (such as Azure CLI). The documentation references Microsoft Sentinel and Azure Machine Learning, which are typically associated with Windows environments, and does not provide Linux-specific examples or guidance for running Jupyter notebooks or managing permissions from Linux systems.
Recommendations
  • Include explicit examples for Linux users, such as using Bash and Azure CLI for role assignments and workspace management.
  • Present cross-platform instructions together, or alternate the order so Linux tools (e.g., Azure CLI) are not always listed after Windows tools (e.g., PowerShell).
  • Add a section or note on how to use Jupyter notebooks with Microsoft Sentinel from Linux environments, including installation and access instructions.
  • Reference Linux-friendly tools and workflows where possible, and clarify that the described processes are platform-agnostic unless there are genuine platform limitations.
  • Provide sample commands for both Windows (PowerShell) and Linux (Bash/Azure CLI) when discussing administrative tasks.
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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
2025-09-11 00:00 #108 completed 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
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean