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
windows_first
missing_linux_example
Summary
The documentation page consistently references the Azure portal (a web interface) and REST APIs for managing personal data in Azure Digital Twins, but does not provide any platform-specific examples. However, there is a subtle Windows bias: the Azure portal is mentioned as the primary method for data operations, and there are no examples or guidance for Linux/macOS users (e.g., using CLI tools, curl, or scripting for REST API calls). No Windows-only tools are referenced, but the lack of Linux/macOS parity in examples or alternative workflows creates a mild bias.
Recommendations
  • Add examples using cross-platform tools (e.g., Azure CLI, curl, PowerShell Core) for REST API operations.
  • Explicitly mention that the Azure portal is web-based and accessible from any OS/browser.
  • Provide sample REST API calls using curl or Azure CLI, which are available on Linux/macOS.
  • Clarify that all described operations can be performed from any operating system.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
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