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
Summary
The documentation page exhibits mild Windows bias, primarily through the ordering and emphasis of .NET and Windows-centric libraries. .NET Standard and .NET Framework packages are listed first in all tables, and the '.NET packages' section is much more detailed than for other languages. The legacy package 'WindowsAzure.Messaging' is referenced, and Windows/.NET terminology is used throughout. There are no explicit PowerShell examples or Windows-only command-line instructions, but the overall structure and detail favor Windows/.NET users over Linux or cross-platform users.
Recommendations
  • Reorder SDK tables to alternate or randomize language order, or group by popularity/platform neutrality.
  • Provide equal detail for non-.NET languages (Java, Python, JavaScript, Go, C), including dedicated sections similar to '.NET packages'.
  • Clarify cross-platform compatibility for all SDKs, not just .NET Standard.
  • Avoid Windows/.NET-centric terminology in section headings and descriptions unless necessary.
  • Add explicit notes or examples for Linux/macOS usage where relevant.
GitHub Create Pull Request

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
2026-01-11 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