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
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. PowerShell is the only example language provided for exporting resource usage, and Windows-centric tools (PowerShell Az.Resource module, SQL Server, Power BI) are mentioned first or exclusively. There are no explicit Linux/macOS CLI or scripting examples, nor are Linux-friendly tools (e.g., Bash, Azure CLI, open-source visualization tools) referenced. This creates friction for Linux/macOS users who may not use PowerShell or Windows-specific tools.
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts for exporting resource usage.
  • List Linux/macOS-compatible tools (e.g., PostgreSQL, Grafana, Kibana) alongside SQL Server and Power BI.
  • Ensure that scripting and automation sections mention Python and Bash as alternatives to PowerShell, with sample code.
  • Order tool and example mentions in a platform-neutral way, or explicitly call out cross-platform options.
  • Add notes clarifying cross-platform compatibility for Azure Functions and Azure Automation, with links to relevant documentation.
GitHub Create Pull Request

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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased