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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a bias toward Windows environments by exclusively referencing Power BI Desktop (a Windows-only tool) for data visualization, without mentioning Linux-compatible alternatives or providing instructions for Linux users. There are no examples or guidance for running equivalent workflows on Linux, such as using Power BI on the web, alternative visualization tools, or command-line approaches. The instructions for downloading and opening files assume a Windows file dialog and user experience. No Linux-specific tools, patterns, or examples are provided.
Recommendations
  • Include instructions for using Power BI Service (web-based) for users on Linux and macOS.
  • Mention and provide examples for alternative visualization tools that are cross-platform, such as Tableau Public, Apache Superset, or Jupyter Notebooks with visualization libraries (matplotlib, seaborn, plotly).
  • Clarify that Power BI Desktop is only available on Windows and suggest alternatives for other operating systems.
  • Provide command-line or browser-based workflow options for file downloads and uploads, suitable for Linux environments.
  • Add screenshots and step-by-step guidance for Linux users where applicable, especially for tasks like file manipulation and visualization.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean