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 consistently mentioning Azure PowerShell before or alongside Azure CLI, referencing Power BI (a Windows-centric tool), and lacking explicit Linux-specific examples or tooling. While Azure CLI is referenced, there is no mention of Linux shell usage, nor are Linux-specific patterns or tools highlighted. REST API is presented neutrally, but the overall pattern privileges Windows/PowerShell workflows and tools.
Recommendations
  • Add explicit Linux shell (bash/zsh) examples for running Resource Graph queries using Azure CLI.
  • Mention and link to Linux-native tools or workflows (e.g., jq for parsing REST API output, shell scripting for automation).
  • Ensure Azure CLI examples are presented before or alongside PowerShell to avoid Windows-first ordering.
  • Reference cross-platform data visualization alternatives to Power BI, such as Grafana, and provide integration examples.
  • Include a section or note clarifying that all CLI and REST API instructions work on Linux, macOS, and Windows equally.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased