Document Details
Concepts Datasets Linked Services
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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 page demonstrates a Windows bias by listing PowerShell and .NET as primary tooling options for creating datasets, both in the main text and in the quickstart links. There is no mention of Linux-native tools, Bash, or cross-platform CLI examples. PowerShell is referenced before REST API or other platform-neutral options, and there are no Linux-specific instructions or parity in example tooling.
Recommendations:
- Add examples and quickstart links for using Azure CLI (az), which is cross-platform and commonly used on Linux.
- Include Bash shell scripting examples alongside PowerShell, especially for automation scenarios.
- Explicitly mention that REST API and Azure Resource Manager templates are platform-agnostic and suitable for Linux users.
- Reorder tooling references so that cross-platform tools (Azure CLI, REST API) are listed before Windows-specific tools (PowerShell, .NET).
- Consider adding a section or note for Linux/macOS users, highlighting supported tools and any differences in experience.
- Ensure that screenshots and UI instructions do not assume a Windows environment unless necessary.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 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 |