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
windows_tools
windows_examples_heavy
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific terminology, examples, and tools are mentioned first or exclusively in several places. For instance, the main example uses 'Windows File Explorer', and file path examples default to Windows formats (e.g., 'C:\Windows\System32\notepad.exe') before Unix equivalents. Windows domain and username formats are referenced in field descriptions, and guidance for fields like ActorSessionId and ActingProcessId specifically call out Windows conversion requirements. Linux/Unix equivalents are present but less emphasized, often appearing after Windows references or only in specific field examples.
Recommendations
  • Provide Linux/Unix examples alongside Windows examples in all relevant sections, especially in introductory schema explanations and field descriptions.
  • Alternate the order of Windows and Linux/Unix examples to avoid implicit prioritization.
  • Include references to Linux/Unix tools and patterns (e.g., 'mv', 'cp', 'ls') where Windows tools (e.g., File Explorer) are mentioned.
  • Clarify normalization guidance for Linux/Unix systems in fields that currently only mention Windows-specific conversion or formats.
  • Expand examples to include cloud-native and cross-platform scenarios, such as macOS file operations or common SaaS integrations beyond Microsoft-centric tools.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Biased Biased
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean