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 Azure PowerShell, with explicit references to Windows file paths (e.g., C:\ADF), and no mention of Linux or cross-platform alternatives such as Azure CLI or Bash. The tutorial and walkthroughs are centered around PowerShell, and there are no instructions or examples for Linux users, nor any guidance for running these pipelines from non-Windows environments.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, with sample Bash scripts and Linux-friendly file paths.
  • Include notes or sections on how to run pipelines and manage resources from Linux/macOS environments.
  • Use cross-platform file path conventions in examples, or show both Windows and Linux paths.
  • Explicitly mention that Azure Data Factory and Synapse can be managed from any OS, and link to cross-platform tooling documentation.
  • Balance the documentation by alternating or combining PowerShell and Azure CLI/Bash examples in tutorials and walkthroughs.
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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
2025-09-16 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets