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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits mild Windows bias. Windows-specific tools (Azure PowerShell, Cerulea, CloudXplorer, CloudBerry Explorer) are listed, some without Linux equivalents. Azure PowerShell is presented as a primary utility for uploading data, but no Linux shell or Bash examples are given. The graphical clients table is heavily weighted toward Windows-only applications, with fewer cross-platform or Linux-native options. While the Hadoop command line example is Linux-friendly, there are no Bash/Azure CLI code samples for Linux users, and PowerShell is mentioned in the initial tool list without parity for Linux shell scripts.
Recommendations
  • Add explicit Bash/Azure CLI examples for uploading data to Azure Storage, alongside PowerShell examples.
  • Ensure that Linux-compatible tools are listed first or equally with Windows tools in tables and lists.
  • Expand the graphical clients table to include more Linux-native or cross-platform applications.
  • Provide sample commands for Linux users (e.g., using AzCopy, Azure CLI) in addition to PowerShell.
  • Clarify in the documentation when a tool is Windows-only and suggest Linux alternatives where possible.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased