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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias by referencing Windows-centric tools (Visual Studio Code, Visual Studio Tools, Power BI, Excel), and listing them before or instead of Linux/macOS alternatives. There are no explicit Linux/macOS-specific instructions or examples, and some tools mentioned (e.g., Visual Studio Tools, Power BI) are primarily Windows-based. No PowerShell commands are shown, but the lack of Linux/macOS parity in tooling and examples creates friction for non-Windows users.
Recommendations
  • Include Linux/macOS-specific instructions or notes for connecting to clusters using common tools available on those platforms (e.g., VS Code on Linux/macOS, DataGrip, DBeaver, or other cross-platform SQL clients).
  • When mentioning tools like Visual Studio Tools or Power BI, clarify their platform support and suggest cross-platform alternatives where possible.
  • Provide explicit command-line examples (e.g., using Beeline, curl, or SSH) that work on Linux/macOS, not just GUI-based or Windows-centric tools.
  • Ensure that any references to prerequisites or linked guides also include Linux/macOS setup steps.
  • Consider reordering lists or tables so that cross-platform or Linux-native tools are not always listed after Windows tools.
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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 Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed 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 Biased Biased

Flagged Code Snippets