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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by listing Azure PowerShell as a primary method for creating public IP addresses, and mentioning it before providing any Linux-specific or cross-platform alternatives. While the Azure CLI is mentioned (which is cross-platform), there are no explicit Linux shell or Bash examples, and PowerShell is called out by name. No Linux-specific tools or command-line examples are provided, and the documentation does not clarify parity or differences between Windows and Linux environments for these operations.
Recommendations
  • Provide explicit Bash or Linux shell examples for creating public IP addresses using Azure CLI, including sample commands.
  • List Azure CLI (which is cross-platform) before Azure PowerShell in the list of methods, or clarify that both are supported equally.
  • Clarify that all steps can be performed from Linux, macOS, or Windows, and highlight any OS-specific considerations if they exist.
  • Where PowerShell is mentioned, also mention Bash or other Linux-native shells to ensure parity.
  • Consider adding a table or section comparing the steps for Windows and Linux users, or explicitly stating that the process is OS-agnostic when using Azure CLI.
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
2026-01-12 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 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

Flagged Code Snippets