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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by emphasizing Azure PowerShell usage from a workstation, referencing Windows-specific tools and workflows (such as Azure PowerShell and .NET SDK for Hadoop) before or instead of Linux-native approaches, and lacking direct Linux command-line examples. While SSH is mentioned as a cross-platform method, the walkthroughs and detailed instructions focus on Windows-centric tooling, and Linux-specific examples or guidance are minimal or deferred to external links.
Recommendations
  • Provide Linux/Unix/macOS command-line examples (e.g., using SSH and Bash) alongside or before Windows/PowerShell examples.
  • Include walkthroughs for running Sqoop jobs directly from a Linux or macOS terminal, not just via SSH or Windows tools.
  • Balance the presentation of tooling by giving equal prominence to Linux-native methods (such as Bash scripts, SSH, or native Sqoop CLI usage) in both the main text and summary tables.
  • Clarify in each section which instructions apply to which operating systems, and avoid assuming the user is on Windows.
  • Where PowerShell is used, offer equivalent Bash or shell script commands for Linux/macOS users.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets