Document Details
Tutorial Transform Data Hive Virtual Network Portal
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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:
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
⚠️
windows_first
Summary:
The documentation demonstrates a Windows bias by exclusively referencing Azure PowerShell, instructing users to edit the Windows hosts file, and providing no Linux or cross-platform alternatives for key steps such as integration runtime installation, VM setup, or host file modification. There are no Bash, CLI, or Linux-specific instructions or screenshots, and the workflow implicitly assumes a Windows environment throughout.
Recommendations:
- Add equivalent instructions for Linux-based VMs, including how to install and configure the self-hosted integration runtime on Linux.
- Provide Azure CLI and/or Bash script alternatives alongside Azure PowerShell commands for all relevant steps.
- When referencing host file modifications, include Linux paths (e.g., /etc/hosts) and editing commands (e.g., using nano or vi) as alternatives to the Windows path.
- Clarify that the self-hosted integration runtime can be installed on both Windows and Linux, and link to platform-specific installation guides.
- Ensure screenshots and UI references are not exclusively Windows-centric, or provide Linux/terminal equivalents where appropriate.
- Explicitly state cross-platform compatibility and provide troubleshooting tips for both Windows and Linux environments.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-08 00:00 | #105 | completed | ✅ Clean |
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |