Document Details
Introduction
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
windows_first
Summary
The documentation page exhibits mild Windows bias. PowerShell is mentioned as a primary monitoring tool, and the 'Related content' section lists PowerShell before other automation options (Python, REST, .NET). Windows-centric tools (PowerShell, Azure portal UI) are referenced without explicit mention of Linux CLI or Bash alternatives. There are no Linux-specific examples or explicit parity for Linux users, and Windows tools are presented first or exclusively in some cases.
Recommendations
- Add explicit examples using Azure CLI and Bash scripts for common tasks, such as pipeline creation and monitoring.
- Mention Linux-compatible tools and workflows (e.g., Azure CLI, Bash, Python) alongside PowerShell and Azure portal UI.
- Ensure that automation and scripting examples are provided for both Windows and Linux environments, and alternate the order of presentation to avoid Windows-first bias.
- Include links to Linux-specific quickstarts or tutorials where available.
- Clarify that Azure Data Factory is fully usable from Linux environments and provide guidance for Linux users in relevant sections.
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 |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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