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
Summary
The documentation page displays a moderate Windows bias. PowerShell is referenced as a primary method for making changes to the Data Factory service, and troubleshooting steps mention updating properties via PowerShell or the REST API. There is a lack of explicit Linux or cross-platform CLI examples, and Windows-centric tools (PowerShell, Azure Portal) are mentioned without alternatives or parity for Linux users. No Linux-specific instructions, shell commands, or references to cross-platform tools (e.g., Azure CLI) are provided, and Windows/PowerShell methods are mentioned before any Linux equivalents (which are absent).
Recommendations
  • Add explicit Azure CLI examples for all operations currently described with PowerShell, ensuring parity for Linux/macOS users.
  • Include references to cross-platform tools and workflows (e.g., Bash, Azure CLI, VS Code on Linux/macOS) alongside Windows/PowerShell instructions.
  • Where PowerShell is mentioned, clarify that equivalent operations can be performed using Azure CLI or REST API from any OS, and provide example commands.
  • Review troubleshooting and configuration sections to ensure Linux users are not excluded, and add notes or links for Linux/macOS environments.
  • Consider adding a section or callouts for Linux/macOS users, highlighting any differences or additional steps required.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets