Document Details
Apache Spark Jupyter Spark Use Bicep
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
windows_first
powershell_heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deploying and managing resources, but PowerShell examples are always presented alongside CLI, and sometimes CLI is shown first. However, PowerShell is a Windows-centric tool, and its inclusion may suggest a Windows bias, especially since no Linux/macOS-specific shell examples (e.g., Bash scripts) are given. All instructions are cross-platform via Azure CLI, but the presence of PowerShell throughout may create friction for Linux/macOS users unfamiliar with it.
Recommendations
- Clearly indicate that Azure CLI commands work on Linux, macOS, and Windows, and are the recommended cross-platform approach.
- Consider moving PowerShell examples to a separate section or tab labeled 'Windows only', or add a note clarifying PowerShell is for Windows users.
- Add explicit Bash shell script examples for Linux/macOS users, especially for tasks like saving files and running commands.
- Where PowerShell is mentioned, provide context about its platform specificity.
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 |
 Clean
|
| 2026-01-08 00:53 | #231 | completed |
Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Clean
|