Document Details
Concepts Datasets Linked Services
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
Summary
The documentation page demonstrates a Windows bias by prominently listing PowerShell as a primary tool for creating datasets, both in the main text and in the quickstart section. There are no Linux-specific examples, nor is there mention of Linux-native tools (such as Bash, Azure CLI, or scripting patterns) for dataset creation. The ordering of examples and quickstarts places PowerShell before REST API and omits Linux parity, suggesting a Windows-first approach.
Recommendations
- Add examples and quickstarts for Azure CLI, which is cross-platform and widely used on Linux.
- Include Bash scripting examples for dataset creation, especially for REST API usage.
- Reorder the list of tools and quickstarts to avoid placing PowerShell first; consider grouping by platform-neutral tools (REST API, .NET, Azure CLI) before platform-specific ones.
- Explicitly mention that all SDKs and APIs can be used from Linux environments, and provide guidance or links for Linux users.
- Where PowerShell is referenced, add a parallel example using Bash or Azure CLI.
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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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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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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