Document Details
Faq
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_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits Windows bias by listing Windows-focused products (Windows Server, Windows 10/11, Hyper-V, Visual Studio, etc.) prominently and exclusively in product lists, mentioning Windows VM deployment specifically, and referencing the Windows Store for commercial app sales. There are no Linux-specific examples, tools, or instructions, nor is there mention of Linux VM deployment or open-source alternatives. The documentation does not provide parity for Linux users in terms of examples, product mentions, or usage scenarios.
Recommendations
- Include Linux-based products and tools available through Azure for Education, such as Ubuntu, CentOS, or other Linux distributions.
- Add explicit instructions or examples for deploying Linux virtual machines alongside Windows VM instructions.
- Mention open-source developer tools (e.g., VS Code, Jupyter, Git) and clarify their availability for Linux users.
- Balance product lists by including both Windows and Linux server options, and highlight cross-platform compatibility where applicable.
- Provide guidance for students using Linux environments, including how to access and use Azure services from Linux.
- Reference Linux equivalents for any Windows-specific tools or workflows, and avoid listing Windows tools exclusively or first.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-26 00:00 | #92 | cancelled |
Clean
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| 2025-08-11 00:00 | #77 | completed |
Clean
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| 2025-08-10 00:00 | #76 | completed |
Clean
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| 2025-08-09 00:00 | #75 | completed |
Clean
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| 2025-08-08 00:00 | #74 | completed |
Clean
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| 2025-08-07 00:00 | #73 | completed |
Clean
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| 2025-08-06 00:00 | #72 | completed |
Clean
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| 2025-08-05 00:00 | #71 | completed |
Clean
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| 2025-08-03 00:00 | #69 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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