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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page exhibits Windows bias primarily in the 'Customize HDInsight configs using Bootstrap' section, where only PowerShell (Windows-centric) examples are provided for cluster configuration. There are no equivalent Bash, CLI, or Linux-native examples, and the PowerShell approach is presented as the default method. Other sections are generally platform-neutral or reference Linux edge nodes, but the lack of Linux/macOS command-line examples for critical configuration tasks creates friction for non-Windows users.
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts for customizing HDInsight configs, especially for tasks currently shown only in PowerShell.
  • Explicitly mention platform support and alternatives (e.g., CLI, REST API) for all major operations.
  • Ensure that Linux/macOS instructions are presented alongside or before Windows/PowerShell instructions for parity.
  • Add links to official Azure CLI documentation for HDInsight management.
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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

Flagged Code Snippets