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
windows_tools
Summary
The documentation is heavily focused on Windows environments, requiring a Windows workstation and Microsoft Excel with Power Query, both of which are Windows-centric tools. There are no examples or guidance for Linux or macOS users, nor alternative BI tools or workflows that could be used on non-Windows platforms. The prerequisites and instructions assume the reader is using Windows, and all tooling mentioned is Microsoft/Windows-specific.
Recommendations
  • Provide alternative instructions for Linux and macOS users, such as using LibreOffice Calc, Apache Zeppelin, or other cross-platform BI tools.
  • Include examples of connecting to HDInsight from non-Windows platforms, possibly using Python, R, or web-based tools.
  • Clarify that Power Query for Excel is only available on Windows, and suggest equivalent open-source or cross-platform solutions for other operating systems.
  • Reorganize prerequisites and examples to mention Linux/macOS options where possible, or explicitly state platform limitations.
  • Add links to documentation for cross-platform data analysis tools that can connect to HDInsight clusters.
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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 Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased