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
Summary
The documentation page demonstrates a moderate Windows bias. The primary script action for adding Hive libraries is provided as a PowerShell (.ps1) script, with the Bash (.sh) script URI mentioned later and only in the context of cluster creation steps. Windows tools such as Azure Storage Explorer are referenced for uploading files, and instructions for creating storage accounts default to the Azure portal, which is more commonly used on Windows. The PowerShell script is listed before the Bash script, and there is no explicit Linux CLI example for uploading files or managing storage.
Recommendations
  • Provide Linux CLI examples for uploading files to Azure Blob Storage (e.g., using azcopy or Azure CLI).
  • List Bash script URIs and Linux instructions before or alongside PowerShell equivalents to avoid Windows-first ordering.
  • Mention cross-platform tools (e.g., Azure CLI, azcopy) for storage management and file uploads.
  • Clarify which script to use for which OS, and ensure parity in instructions for both Windows and Linux users.
  • Include explicit Linux-focused steps for all major actions, not just cluster provisioning.
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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 Biased Biased
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