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
Summary
The documentation provides deployment instructions for Azure dashboards using three methods: Azure portal, Azure CLI, and Azure PowerShell. While Azure CLI is cross-platform and shown before PowerShell, the PowerShell section is included and described in detail, which may be seen as Windows-centric. Additionally, PowerShell examples are given after CLI, but no explicit Linux/macOS shell examples (such as Bash or shell scripting) are provided. The documentation mentions Azure PowerShell alongside Azure CLI and REST API in the overview, but does not provide Linux-specific guidance or examples. The order of examples (CLI before PowerShell) reduces bias, but the presence of PowerShell-specific instructions without Linux/macOS shell equivalents is a minor bias.
Recommendations
  • Clarify that Azure CLI commands work equally well on Windows, Linux, and macOS.
  • Add explicit Bash or shell scripting examples for deploying dashboards, or note that Azure CLI commands can be run in Bash or other shells on Linux/macOS.
  • Consider mentioning cross-platform compatibility of Azure PowerShell (it runs on Linux/macOS via .NET Core), or link to installation instructions for non-Windows platforms.
  • Ensure that all instructions are clear for users on Linux/macOS, not just Windows.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Clean Clean
2026-02-04 00:00 #339 completed Clean Clean
2026-02-03 00:00 #335 completed Biased Biased
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets