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 page lists PowerShell and .NET SDK (Windows-centric tools) prominently among the options for interacting with HDInsight MapReduce, with PowerShell appearing before Linux-native tools like SSH and Curl. There is a noticeable emphasis on Windows tools and patterns, and no explicit mention of Linux-specific alternatives or parity in examples.
Recommendations
  • Ensure Linux-native tools (e.g., SSH, Curl) are listed before or alongside Windows tools to avoid implying Windows is the default or preferred platform.
  • Add explicit examples and guidance for Linux users, including Bash scripts and Linux command-line usage.
  • Include references to cross-platform SDKs and tools, such as Python or Java, to broaden accessibility.
  • Clearly indicate platform compatibility for each tool or example, helping users identify which instructions apply to their environment.
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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 Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased