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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by listing PowerShell as a primary tool for creating datasets, referencing Windows-centric tools before cross-platform or Linux-native alternatives, and omitting explicit Linux or bash examples. Quickstart and tool references prioritize PowerShell and .NET, which are traditionally Windows-first technologies, without mentioning Linux CLI, Azure CLI, or bash scripting options.
Recommendations
- Add explicit examples and quickstarts for Linux users, such as using Azure CLI, bash, or Python SDK.
- List cross-platform tools (REST API, Azure CLI, Python SDK) before or alongside Windows-specific tools like PowerShell and .NET.
- Include sample commands for dataset creation using Azure CLI and bash scripts.
- Clarify which tools are cross-platform and provide guidance for Linux/macOS environments.
- Ensure parity in screenshots and UI instructions for Linux/macOS users where applicable.
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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