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
windows_tools
Summary
The documentation is heavily biased toward Windows environments. All code samples use C#/.NET and Visual Studio, with instructions tailored for Windows users. Tools like Notepad, Visual Studio, SQL Server Management Studio (SSMS), and PowerShell/NuGet Package Manager Console are referenced exclusively, with no mention of Linux equivalents or cross-platform alternatives. There are no examples or guidance for performing these steps on Linux or macOS, nor are CLI or Python SDK options provided.
Recommendations
  • Add instructions and code samples for using Azure Data Factory via Azure CLI, Python SDK, or REST API, which are cross-platform.
  • Include Linux/macOS equivalents for steps such as editing files (e.g., using nano/vim), installing packages, and running code.
  • Mention and provide examples for using VS Code or other cross-platform editors instead of only Visual Studio.
  • Reference Azure Storage Explorer's Linux/macOS versions and provide CLI alternatives (e.g., az storage commands).
  • Provide SQL table creation steps using cross-platform tools (e.g., Azure Data Studio, sqlcmd).
  • Avoid referencing PowerShell/NuGet Package Manager Console exclusively; include dotnet CLI and pip instructions for package management.
  • Explicitly state platform requirements and offer parity for Linux/macOS users throughout the tutorial.
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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed 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