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 demonstrates a Windows bias by referencing PowerShell scripts as a primary method for deploying HDInsight clusters, mentioning PowerShell before Azure CLI, and providing SKU identifier instructions specifically for PowerShell and 'other scripts' without clarifying or providing Linux/bash examples. There are no explicit Linux or bash command examples or references, and Windows-centric scripting is implied as the default.
Recommendations
  • Explicitly mention both PowerShell and bash/Azure CLI scripting throughout, ensuring Linux parity in all instructions.
  • Provide example commands for both PowerShell and bash/Azure CLI when discussing VM SKU identifiers and deployment scripts.
  • Clarify that the instructions apply equally to Linux environments and provide links to Linux-specific documentation where appropriate.
  • Avoid phrasing that prioritizes PowerShell or Windows scripting; instead, use neutral language such as 'in your deployment scripts (PowerShell, bash, Azure CLI, etc.)'.
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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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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
2025-08-17 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