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
windows_tools
Summary
The documentation page demonstrates a Windows bias by listing Windows-centric tools (PowerShell, Visual Studio) before Linux-friendly alternatives, and by including multiple quickstarts for Windows-specific environments (PowerShell, Visual Studio) while only briefly mentioning the Azure CLI and Visual Studio Code, which are more cross-platform. There are no explicit Linux examples or references to Linux-specific workflows, and Windows tools are given prominence in the 'Next steps' section.
Recommendations
  • Add explicit Linux examples or workflows, such as using Bash or Linux shell scripts for Azure Stream Analytics job creation.
  • Reorder the 'Next steps' section to present cross-platform tools (Azure CLI, Visual Studio Code) before Windows-specific tools (PowerShell, Visual Studio).
  • Include notes or guidance for Linux users, such as package installation instructions or environment setup steps.
  • Ensure parity in documentation by providing equivalent instructions for both Windows and Linux environments wherever possible.
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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 Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased