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_first
windows_tools
missing_linux_example
Summary
The documentation consistently lists PowerShell as a primary scripting option and often mentions it before Azure CLI or REST API, which can be used cross-platform. There are no explicit Linux/bash examples or references to Linux-specific tools or workflows. The document also highlights Power BI (a Windows-centric tool) for analytics, with no mention of Linux-friendly alternatives. While cURL and REST Client are mentioned, there is a general lack of parity in example scripts or guidance for Linux users.
Recommendations
  • Ensure that all scripting examples are provided in both PowerShell and bash/Azure CLI formats, with equal prominence.
  • When listing scripting options, alternate the order or explicitly state that Azure CLI and REST API are cross-platform.
  • Include Linux-specific guidance or examples, such as using bash scripts, and clarify that cURL and REST Client are available on Linux.
  • For analytics, mention cross-platform tools (such as Jupyter Notebooks, Python/pandas, or open-source BI tools) alongside Power BI.
  • Review linked sample scripts to ensure they include bash/Linux equivalents and are not PowerShell-exclusive.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased