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_tools
missing_linux_example
Summary
The documentation mentions creating and deleting clusters using PowerShell scripts and scheduling them with Azure Automation, both of which are Windows-centric tools. There are no equivalent examples or references for Linux/macOS users, such as using Bash scripts, Azure CLI, or cron for automation. This creates friction for non-Windows users who may not use PowerShell or Azure Automation.
Recommendations
  • Provide examples for cluster provisioning and deletion using Bash scripts and Azure CLI.
  • Mention Linux/macOS automation options, such as cron jobs, alongside Azure Automation.
  • Clarify that HDInsight clusters run on Linux and that management can be performed from any OS using cross-platform tools.
  • Add links to documentation for Azure CLI and Bash scripting for HDInsight cluster management.
GitHub Create Pull Request

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 Biased Biased
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