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
windows_tools
missing_linux_example
Summary
The documentation page exhibits Windows bias by listing Windows-specific paths and tools (e.g., C:\Program Files\7-Zip, D:\winutils, winutils.exe) in configuration examples, without providing Linux equivalents or mentioning cross-platform alternatives. There are no Linux or macOS-specific instructions or examples, and the only explicit OS mention is 'windows OS only' for winutils.exe. This may confuse or exclude users on non-Windows platforms.
Recommendations
  • For each configuration property that lists a Windows path (e.g., JAVA_HOME, SCALA_HOME, SPARK_HOME), provide equivalent Linux/macOS examples (e.g., /usr/lib/jvm/java-8-openjdk-amd64/ for JAVA_HOME).
  • Clarify which settings are Windows-only and which are cross-platform; explicitly mention Linux/macOS compatibility where applicable.
  • For tools like 7-Zip and winutils.exe, suggest Linux/macOS alternatives or note when they are not required on those platforms.
  • Add a section or table summarizing OS-specific requirements and configuration differences.
  • Where possible, use environment-agnostic variables or instructions (e.g., $HOME, ~/bin) in addition to Windows paths.
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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
2025-08-17 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