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_first
powershell_heavy
Summary
The documentation provides both PowerShell (Windows) and curl/bash (Linux/macOS) examples for adding users to Ambari, but the PowerShell example is presented first and in greater detail. There is a slight Windows-first bias in the ordering and depth of scripting examples, with PowerShell receiving more explanation and code comments. The curl/bash example is present and functional, but is described as requiring 'slight modifications' for Windows, implying Linux is not the primary platform. No Linux-specific tools or patterns (e.g., shell scripts, Linux CLI utilities) are discussed beyond curl, and no Linux desktop screenshots or instructions are given.
Recommendations
  • Present Linux/bash and Windows/PowerShell examples side-by-side, or alternate which comes first to avoid implicit prioritization.
  • Provide equal detail and commentary for both PowerShell and bash/curl examples, including error handling and output verification.
  • Explicitly mention Linux as a supported platform in introductory sections, and clarify which instructions apply to Linux, macOS, and Windows.
  • Include Linux-specific troubleshooting tips or references to common Linux tools (e.g., wget, jq) where appropriate.
  • Add screenshots or instructions for Linux desktop environments if relevant to the Ambari UI access steps.
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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
2025-09-16 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
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed 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