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 and tools. All examples for connecting to Spark and visualizing data use Power BI Desktop, which is primarily a Windows application. There are no examples or guidance for Linux users or alternative BI tools available on Linux. The instructions for deleting clusters mention PowerShell and browser, but do not provide explicit Linux command-line examples or prioritize Azure CLI, which is cross-platform.
Recommendations
  • Include instructions and examples for using Power BI on the web, which is accessible from Linux and macOS.
  • Mention and provide examples for alternative BI tools that work on Linux (e.g., Tableau, Apache Superset, Grafana) for connecting to Spark clusters.
  • When discussing cluster deletion, provide explicit Azure CLI commands and examples, and mention that Azure CLI is cross-platform.
  • Add a section or note clarifying platform compatibility for each tool and step, and suggest Linux/macOS alternatives where appropriate.
  • Ensure screenshots and UI references are not exclusively Windows-centric, or provide parallel instructions for Linux/macOS users.
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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 Clean Clean
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
2025-07-12 23:44 #41 cancelled Clean Clean