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Scan #237 /
Hdinsight Hadoop Create Linux Clusters Arm Templates
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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is mentioned before Azure CLI in deployment sections, and Visual Studio (a traditionally Windows-centric tool) is highlighted as a primary development environment. The .NET client library example links to a Windows-specific page. Linux equivalents (such as VS Code or cross-platform scripting) are referenced, but not given equal prominence or example detail.
Recommendations
- Present Azure CLI examples before or alongside PowerShell examples, emphasizing CLI's cross-platform nature.
- Include explicit Linux/macOS workflow examples, such as using Bash scripts or VS Code on Linux.
- Provide parity in tooling recommendations, e.g., mention cross-platform editors (VS Code) and deployment methods (CLI, REST API) before Windows-centric tools.
- Replace or supplement Windows-specific .NET example links with cross-platform .NET Core or Java/Python SDK examples.
- Clarify that PowerShell Core is cross-platform if referenced, and provide installation/use instructions for Linux/macOS.
- Add a dedicated section for Linux users, outlining best practices and tools.
Create Pull Request
Scan History
| Date |
Scan |
Status |
Result |
| 2026-01-14 00:00 |
#250
|
in_progress |
Biased
|
| 2026-01-13 00:00 |
#246
|
completed |
Biased
|
| 2026-01-11 00:00 |
#240
|
completed |
Biased
|
| 2026-01-10 00:00 |
#237
|
completed |
Biased
|
| 2026-01-09 00:34 |
#234
|
completed |
Biased
|
| 2026-01-08 00:53 |
#231
|
completed |
Biased
|
| 2026-01-06 18:15 |
#225
|
cancelled |
Clean
|
| 2025-08-17 00:01 |
#83
|
cancelled |
Clean
|
| 2025-07-13 21:37 |
#48
|
completed |
Clean
|
| 2025-07-12 23:44 |
#41
|
cancelled |
Biased
|
| 2025-07-09 13:09 |
#3
|
cancelled |
Clean
|
| 2025-07-08 04:23 |
#2
|
cancelled |
Biased
|