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 moderate Windows bias. PowerShell is listed as a primary tool for creating datasets, and the quickstart/tutorial links prioritize .NET and PowerShell before REST API and portal options. There are no explicit Linux or macOS CLI examples (such as Bash, Azure CLI, or Python SDK), nor is there mention of cross-platform alternatives to PowerShell. This may create friction for Linux/macOS users who do not use PowerShell or .NET.
Recommendations
- Add Azure CLI and Python SDK examples for dataset creation, as these are cross-platform and widely used on Linux/macOS.
- Reorder tool lists and quickstart links to present REST API, Azure CLI, and portal options before PowerShell/.NET, or group them by platform.
- Explicitly mention that PowerShell is primarily a Windows tool and suggest alternatives for Linux/macOS users.
- Include sample commands for dataset creation using Azure CLI and Python SDK in relevant sections.
- Add a note clarifying cross-platform support and linking to platform-specific guides.
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 |
Biased
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|