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 demonstrates a mild Windows bias. .NET (including .NET Standard and .NET Framework) SDKs are listed first in all tables and sections, and the '.NET packages' section is much more detailed than for other languages. Windows-specific libraries (e.g., WindowsAzure.ServiceBus) are mentioned, and the legacy section highlights .NET Framework and WindowsAzure naming. There are no explicit PowerShell examples or CLI instructions, but the ordering and depth of .NET/Windows coverage suggest a Windows-centric perspective.
Recommendations
  • Reorder SDK tables and sections to alternate or randomize language order, or group by popularity rather than platform.
  • Provide equally detailed sections for Java, Python, JavaScript, and Go packages, including their history and usage patterns.
  • Avoid Windows-specific naming and highlight cross-platform compatibility for .NET Standard.
  • Add explicit notes or examples for Linux/macOS environments where relevant.
  • Include parity checks for features and documentation depth across all supported languages.
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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
2026-01-11 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