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 exhibits Windows bias by providing only Windows-based examples for specifying images (e.g., 'cycle.image.win2022', Windows URNs, and Windows DataCenter labels) and omitting equivalent Linux examples in the code snippets. Although the table lists both Linux and Windows images, the instructional content and examples prioritize Windows, leaving Linux users without clear guidance on specifying Linux images.
Recommendations
  • Include code examples for specifying Linux images (e.g., AlmaLinux, Ubuntu, SLES) alongside Windows examples.
  • Alternate the order of examples so that Linux images are presented first or equally with Windows images.
  • Provide explicit URN and label examples for popular Linux distributions in the documentation.
  • Add notes or sections clarifying any Linux-specific considerations or best practices for image selection.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets