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
missing_linux_example
windows_first
Summary
The documentation page demonstrates Windows bias by listing PowerShell as a primary tool for creating datasets, referencing PowerShell-based quickstarts and guides, and omitting Linux-specific tools or CLI examples. There are no Bash, Azure CLI, or cross-platform scripting examples, and PowerShell is mentioned before REST API or portal options. This may make Linux users feel unsupported or require extra effort to adapt instructions.
Recommendations
- Add Azure CLI examples for creating datasets, as Azure CLI is cross-platform and widely used on Linux.
- Include Bash shell script examples where appropriate, especially for tasks currently shown only with PowerShell.
- Reorder tool and quickstart lists to present cross-platform or OS-neutral options (e.g., REST API, Azure CLI, portal) before Windows-specific tools like PowerShell.
- Explicitly mention that PowerShell examples are Windows-centric and provide equivalent Linux commands or scripts.
- Add a section or links for Linux/macOS users, highlighting supported tools and any differences in workflow.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
|
| 2026-01-11 06:20 | #98 | completed |
Biased
|
| 2026-01-10 00:00 | #92 | completed |
 Clean
|
| 2026-01-06 22:28 | #78 | completed |
Clean
|
| 2025-12-29 18:00 | #48 | cancelled |
Biased
|
| 2025-12-15 00:00 | #7 | completed |
Clean
|
| 2025-12-14 05:05 | #6 | completed |
Clean
|