Document Details
Apache Domain Joined Manage
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_tools
windows_first
missing_linux_example
Summary
The documentation demonstrates a bias toward Windows environments by emphasizing Windows-centric tools (Visual Studio Code, Visual Studio Tools, Power BI, Excel), referencing PowerShell as an example external tool, and omitting explicit Linux command-line or open-source alternatives in examples. There are no Linux-specific instructions or screenshots, and Windows tools are mentioned before or instead of cross-platform or Linux-native options.
Recommendations
- Include Linux-specific instructions and examples, such as using the Linux terminal, SSH, and open-source editors (e.g., VS Code on Linux, or command-line tools like Beeline and Livy from Bash).
- When listing tools (e.g., Visual Studio Tools, Power BI, Excel), also mention cross-platform or Linux alternatives (e.g., DBeaver, Apache Zeppelin, Tableau for Linux, or generic ODBC/JDBC clients).
- Provide explicit Linux command-line examples for connecting to clusters, running jobs, and managing users, alongside or before Windows/PowerShell examples.
- Clarify which tools and steps are cross-platform, and provide parity in screenshots and instructions for both Windows and Linux environments.
- Avoid referencing Windows tools (e.g., PowerShell, Visual Studio Tools) as the only or primary method for external access; always provide a Linux equivalent.
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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| 2025-09-16 00:00 | #113 | completed |
Clean
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| 2025-09-15 00:00 | #112 | completed |
Clean
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| 2025-09-14 00:00 | #111 | completed |
Clean
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| 2025-09-13 00:00 | #110 | completed |
Clean
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| 2025-09-12 00:00 | #109 | completed |
Clean
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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-09-10 00:00 | #107 | completed |
Clean
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| 2025-09-09 00:00 | #106 | completed |
Clean
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| 2025-09-08 00:00 | #105 | completed |
Clean
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| 2025-09-07 00:00 | #104 | completed |
Clean
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| 2025-09-06 00:00 | #103 | completed |
Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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