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
missing_linux_example
Summary
The documentation covers both Windows and Linux VM images, but there are several signs of Windows bias. PowerShell examples and references are prominent and often appear before or alongside CLI examples, with some features and links (e.g., finding Marketplace images, uploading VHDs, creating specialized images) referencing Windows-specific pages first or exclusively. In some cases, Linux equivalents are mentioned but not always with equal detail or visibility. The FAQ and example sections tend to show Windows/PowerShell usage before Linux/CLI, and some links default to Windows guides.
Recommendations
  • Ensure that Linux/CLI examples are provided wherever PowerShell/Windows examples are shown, and present them with equal prominence.
  • When referencing guides or tutorials (e.g., uploading VHDs, creating specialized images), link to both Windows and Linux versions side-by-side, or use a neutral landing page.
  • In tables and lists, alternate the order of Windows and Linux examples or group them together to avoid implicit prioritization.
  • Expand Linux-specific troubleshooting, examples, and links to match the depth of Windows coverage.
  • Review FAQ answers and ensure Linux scenarios are addressed with equal clarity and detail.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets