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. All instructions and examples use Windows-specific tools (Excel, Power Query add-in) with no mention of Linux-compatible alternatives or cross-platform workflows. The prerequisites and steps assume the user is on Windows, and there are no examples or guidance for Linux users or open-source BI tools.
Recommendations
  • Add instructions or links for accessing HDInsight data from Linux workstations, such as using LibreOffice Calc, Apache Zeppelin, or other open-source BI tools.
  • Include examples for connecting to HDInsight from non-Windows environments, possibly using Python (pandas, pyodbc), R, or command-line tools.
  • Clarify that Power Query and Excel are Windows-specific, and provide parity guidance for Linux users.
  • Mention and document open-source or cross-platform alternatives for data import and analysis.
  • Reorder prerequisites and examples to avoid assuming Windows as the default platform.
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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