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) as primary options for interacting with HDInsight MapReduce, alongside SSH and Curl. PowerShell is explicitly called out, and .NET SDK is typically associated with Windows development. The ordering places Windows tools before Linux equivalents, and there are no explicit Linux-specific tools or examples (e.g., Bash scripts, Linux CLI utilities) mentioned.
Recommendations
  • Add explicit Linux/Bash scripting examples and links, such as using Bash scripts to interact with HDInsight.
  • Include Linux-native tools (e.g., Hadoop CLI, SCP, rsync) in the selector list.
  • Balance the ordering of options so Linux and cross-platform tools (SSH, Curl) are listed before or alongside Windows-specific tools.
  • Provide parity in documentation depth and examples for both Windows and Linux environments.
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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