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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page assumes Windows as the default environment, only providing detailed setup steps for non-Windows (Linux/macOS) users as a special case. There are no explicit Linux command-line examples for common tasks (such as launching VS Code or running Spark commands), and the guidance for Linux users is limited to troubleshooting package installation. Windows tools and workflows are implicitly prioritized.
Recommendations:
  • Provide parallel setup instructions for both Windows and Linux/macOS users, not just for non-Windows as an exception.
  • Include Linux/macOS-specific command-line examples for launching VS Code, running Spark commands, and managing Python environments.
  • List Linux and Windows instructions side-by-side or in clearly separated sections to ensure parity.
  • Mention Linux package managers and tools (e.g., apt, yum, brew) where relevant, not just in troubleshooting.
  • Explicitly state when steps differ between platforms, and ensure Linux/macOS users are not treated as an afterthought.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean