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
windows_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively using Windows-based VM examples (Standard_DS1_v2 Windows virtual machine) and discussing Windows software costs, without providing equivalent Linux VM examples or mentioning Linux-specific considerations. The focus on Windows VMs and related software costs may lead Linux users to feel unsupported or unclear about how reservations apply to Linux workloads.
Recommendations
  • Include parallel examples using popular Linux VM SKUs (e.g., Standard_DS1_v2 running Ubuntu or CentOS) alongside Windows examples.
  • Explicitly state how reservation usage and billing differ (or do not differ) for Linux VMs, including any software cost differences.
  • Add a section or note clarifying that the reservation process applies to both Windows and Linux VMs, and highlight any Linux-specific details.
  • Provide screenshots or CSV excerpts for Linux VM scenarios to ensure parity in guidance.
  • Link to documentation about Linux VM licensing and reservation implications, if available.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean