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 demonstrates a moderate Windows bias. PowerShell is referenced as a primary method for interacting with Azure Data Factory outside of the UI, and SDK/PowerShell are mentioned as ways to publish changes directly to the service. There is no mention of Linux/macOS equivalents (such as Azure CLI or Bash scripting) for these tasks. Additionally, troubleshooting and advanced configuration steps reference PowerShell and SDK without providing parity examples for Linux/macOS users. Windows-specific tools and browser compatibility notes (e.g., Microsoft Edge) are present, and Windows-centric terminology (e.g., 'PowerShell') appears before any cross-platform alternatives.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for all tasks that reference PowerShell.
  • Explicitly mention cross-platform support for SDKs and provide code snippets for Linux/macOS environments.
  • Include troubleshooting steps using Azure CLI or REST API, not just PowerShell.
  • Clarify browser compatibility for non-Windows browsers and platforms.
  • Review all sections for implicit Windows-first language and rephrase to be platform-neutral where possible.
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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