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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias by exclusively providing PowerShell command examples, referencing Windows file paths (C:\ADF), and linking to a PowerShell-focused tutorial. There are no CLI, Bash, or cross-platform instructions, nor are Linux/macOS equivalents or considerations mentioned. This creates friction for users on non-Windows platforms who wish to automate or script Data Factory deployments.
Recommendations
  • Add Azure CLI examples for all PowerShell commands shown, with equivalent JSON file usage.
  • Include Bash shell scripting examples for pipeline deployment and monitoring.
  • Use cross-platform file path conventions (e.g., /home/user/ADF or ./ADF) in examples, or clarify that file paths are platform-dependent.
  • Reference tutorials for Azure CLI and REST API approaches alongside PowerShell.
  • Explicitly state platform requirements and alternatives for Linux/macOS users.
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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

Flagged Code Snippets