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
windows_tools
Summary
The documentation provides both PowerShell (Windows) and curl/bash (Linux/macOS) examples for adding users to Ambari. However, the PowerShell example is presented before the curl/bash example, and the PowerShell section is more detailed and prominent. The documentation also references PowerShell as a primary tool for cluster interaction, and Windows-centric terminology and tools are mentioned before Linux equivalents. There is a brief note that the bash script would need modifications for Windows, but no equivalent note for adapting PowerShell for Linux/macOS. Overall, there is a subtle Windows bias in ordering, detail, and tool emphasis.
Recommendations
  • Present Linux/bash/curl examples before or alongside PowerShell examples to avoid implying Windows is the primary or preferred platform.
  • Ensure that both PowerShell and bash/curl examples are equally detailed and prominent.
  • Add explicit notes on how to adapt PowerShell scripts for Linux/macOS (e.g., using PowerShell Core), just as there is a note for adapting bash scripts for Windows.
  • Mention cross-platform tools (e.g., REST API via curl, Python, or other scripting languages) as first-class options for automation.
  • Review other sections for similar ordering or tool emphasis and strive for parity in instructions and language.
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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