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 shows a Windows bias in several areas. In the prerequisites, only Windows-specific Python setup documentation is linked, with no mention of Linux or macOS equivalents. When describing how to activate the Python virtual environment, only the Windows command is provided ('.\venv\Scripts\Activate'), omitting the Linux/macOS alternative ('source venv/bin/activate'). In the section on setting environment variables, Windows methods (cmd and PowerShell) are listed before the Linux/macOS method, but all are present. Overall, Linux/macOS users may experience minor friction due to missing or less prominent examples.
Recommendations
  • In the prerequisites, add links or instructions for setting up Python on Linux and macOS.
  • When showing how to activate the virtual environment, provide both Windows ('.\venv\Scripts\Activate') and Linux/macOS ('source venv/bin/activate') commands.
  • Consider presenting environment variable instructions for all platforms together, or listing Linux/macOS first in cross-platform documentation.
  • Review other steps for implicit Windows assumptions and clarify where behavior differs on Linux/macOS.
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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 Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets