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
powershell_heavy
Summary
The documentation page demonstrates a Windows bias by prominently featuring Windows-centric tools (Visual Studio, PowerShell) and providing migration guidance for Az.HDInsight PowerShell. Windows tools are listed before Linux-friendly alternatives, and PowerShell is the only command-line scripting example given for HDInsight management. There are no explicit Linux shell (bash) or cross-platform scripting examples, nor is there mention of Linux-specific tools or patterns for managing HDInsight clusters.
Recommendations
  • Include Linux/bash shell examples for HDInsight management tasks, especially for role assignment and cluster configuration.
  • Provide parity guidance for Linux users, such as using Azure CLI in bash or shell scripts for cluster operations.
  • Add references and examples for Linux-compatible editors and tools (e.g., VS Code on Linux, JetBrains IDEs on Linux, Eclipse on Linux).
  • Ensure that PowerShell and Windows-specific instructions are accompanied by equivalent steps for Linux/macOS environments.
  • Consider listing cross-platform tools (Azure CLI, SDKs) before Windows-only tools in affected scenarios.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets