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
powershell_heavy
missing_linux_example
windows_tools
windows_first
Summary
The documentation provides only a PowerShell script for interacting with the Microsoft Graph API to monitor directory quota, with no equivalent examples for Linux or cross-platform tools (e.g., Bash, curl, Python). The exclusive use of PowerShell and Windows-centric command patterns demonstrates a Windows bias, making it less accessible for Linux or macOS administrators.
Recommendations
  • Provide equivalent examples using Bash with curl or HTTPie, which are commonly available on Linux and macOS.
  • Include a cross-platform example using Python and the requests library, which works on all major operating systems.
  • Clearly indicate that PowerShell Core (pwsh) is available on Linux/macOS if PowerShell is to be used, and provide installation guidance.
  • Reorder or parallelize examples so that Linux/macOS options are presented alongside or before Windows/PowerShell examples.
  • Explicitly state that the API can be accessed from any platform, not just Windows.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Biased Biased
2026-01-09 00:00 #87 cancelled Biased Biased
2026-01-08 00:00 #84 in_progress Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2026-01-06 18:40 #75 cancelled Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-22 00:00 #24 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets