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 shows a moderate Windows bias. Windows-specific tools (Azure PowerShell, Cerulea, CloudXplorer, CloudBerry Explorer) are listed, sometimes without Linux equivalents. Azure PowerShell is included as a main utility for uploading data, but no Linux shell or Bash/Azure CLI example is provided in parallel. In tool tables, Windows-only tools are present, and the order of presentation sometimes puts Windows tools before Linux alternatives. There are no explicit Linux command-line examples for uploading data outside of the Hadoop command, and no Bash/Azure CLI walkthrough is shown.
Recommendations
  • Add explicit Linux/Bash/Azure CLI examples for uploading data to Azure Storage, not just Hadoop commands.
  • Provide PowerShell and Bash/Azure CLI examples side-by-side where possible.
  • Ensure that for every Windows-only tool mentioned, a Linux-compatible alternative is also listed or recommended.
  • Reorder tool tables and examples so that cross-platform or Linux tools are not presented after Windows-only tools.
  • Highlight cross-platform utilities (like AzCopy, Azure CLI, Azure Storage Explorer) before Windows-only tools.
  • Consider adding a section specifically for Linux users, detailing common workflows and tools.
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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