Document Details
Tutorial Transform Data Hive Virtual Network
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_first
missing_linux_example
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell. All command-line examples use Azure PowerShell, with no mention of Azure CLI, Bash, or Linux/macOS workflows. Instructions for editing the hosts file explicitly reference the Windows path (C:\Windows\System32\drivers\etc), and the self-hosted integration runtime registration steps assume a Windows VM. There are no Linux/macOS equivalents or alternative instructions provided.
Recommendations
- Add Azure CLI and Bash examples alongside PowerShell for all resource creation and management steps.
- Provide instructions for editing the hosts file on Linux/macOS (e.g., /etc/hosts), not just Windows.
- Clarify that the self-hosted integration runtime can be installed on Linux and provide installation steps for Linux VMs.
- Explicitly state platform requirements and offer parity for Linux/macOS users throughout the tutorial.
- Where screenshots or file paths are shown, include Linux/macOS equivalents.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
|
| 2026-01-11 06:20 | #98 | completed |
Biased
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| 2026-01-10 00:00 | #92 | completed |
 Clean
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| 2026-01-06 22:28 | #78 | completed |
Clean
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| 2025-12-15 00:00 | #7 | completed |
Clean
|
| 2025-12-14 05:05 | #6 | completed |
Clean
|