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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell, with explicit references to Windows file paths (e.g., C:\ADF), and there are no equivalent examples for Linux or cross-platform CLI tools. The tutorial and walkthrough are centered around Azure PowerShell, with no mention of Azure CLI or bash scripting alternatives. This may hinder accessibility for users on Linux or macOS systems.
Recommendations
  • Provide equivalent Azure CLI (az) examples for all PowerShell commands, including pipeline creation, linked service setup, dataset definition, and pipeline execution.
  • Use cross-platform file path conventions (e.g., /home/user/ADF or ./ADF) in examples, or clarify that paths should be adapted to the user's OS.
  • Explicitly mention that the steps can be performed on Linux/macOS and provide bash script samples where appropriate.
  • Add a section or note highlighting cross-platform tooling and usage, including links to Azure CLI documentation.
  • Review and update tutorials to ensure parity between Windows and Linux/macOS environments, avoiding exclusive reliance on Windows tools.
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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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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