Document Details
Tutorial Transform Data Spark Portal
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 bias toward Windows by listing Azure PowerShell as a prerequisite without mentioning Azure CLI or Bash alternatives, and by not providing Linux/macOS-specific instructions or examples for uploading files or managing resources. All tooling and setup instructions assume a Windows-centric workflow, with no parity for Linux users.
Recommendations
- Add instructions for installing and using Azure CLI as an alternative to Azure PowerShell, including links to relevant documentation.
- Provide example commands for uploading files to Azure Blob Storage using Azure CLI and Bash, alongside the PowerShell examples.
- Explicitly mention that the tutorial can be followed on Linux/macOS and clarify any platform-specific differences.
- Ensure that screenshots and UI references do not assume a Windows environment (e.g., avoid showing only Windows-style dialogs or paths).
- Include troubleshooting notes for common Linux/macOS issues (e.g., file permissions, path formats).
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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| 2025-09-08 00:00 | #105 | completed |
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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