Document Details
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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
windows_tools
Summary
The documentation demonstrates a Windows bias by frequently referencing PowerShell as a primary automation tool, listing it before Azure CLI and REST API in multiple steps. Windows-centric tools and patterns (PowerShell, .NET SDK, Power BI) are mentioned more prominently, and Linux-native equivalents (such as bash scripting or Linux-specific authentication flows) are not highlighted. While cURL is mentioned, there are no explicit Linux shell examples or guidance for Linux users.
Recommendations
- Provide explicit bash/Linux shell examples alongside PowerShell for all command-line instructions.
- Ensure Azure CLI is listed before or equally with PowerShell, as it is cross-platform.
- Include Linux-specific guidance for authentication (e.g., using Azure CLI on Linux, environment variables for tokens).
- Mention open-source, cross-platform data visualization tools alongside Power BI.
- Add notes or links for Linux users regarding installation and usage of required tools.
- Where .NET SDK is referenced, also mention Python or Java SDKs that are cross-platform.
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
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 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
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|