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
Summary
The documentation page references Windows-specific tools (PowerShell) as a primary method for cluster creation, listing it alongside Portal and Azure CLI. However, the actual usage and data access examples are Linux/Unix-centric, using SSH and Bash/HDFS commands. There is a slight Windows bias in the ordering and inclusion of PowerShell, but Linux users are well-supported for operational tasks.
Recommendations
  • Add explicit Linux/macOS equivalents for cluster creation, such as Bash scripts or direct Azure CLI examples, and ensure these are presented before or alongside PowerShell.
  • Clarify that Azure CLI is cross-platform and provide example commands for Linux/macOS environments.
  • If PowerShell is mentioned, also mention Bash or other Linux-native scripting options for parity.
  • Consider reordering the 'Create HDInsight clusters' section to list Azure CLI before PowerShell, or group them as 'Command-line options'.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets