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 prominently as a tool for creating datasets, both in the main body and in the Quickstarts section, with no mention of Linux/macOS equivalents (e.g., Azure CLI or Bash scripting). Windows-centric tools and patterns (PowerShell, .NET) are mentioned before cross-platform or Linux-friendly options. There are no explicit Linux/macOS examples or guidance, which may create friction for non-Windows users.
Recommendations
- Add Azure CLI examples and quickstart links for dataset creation, as Azure CLI is cross-platform and widely used on Linux/macOS.
- Explicitly mention that REST API and Azure portal are cross-platform, and provide example usage from Linux/macOS environments.
- Reorder tool/SDK lists to start with cross-platform options (REST API, Azure CLI, Azure portal) before Windows-specific tools (PowerShell, .NET).
- Include a note or section on how Linux/macOS users can perform equivalent tasks, with sample commands or scripts.
- Consider adding Bash or shell script examples for common operations.
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
|