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 environments by listing Azure PowerShell as a prerequisite and linking only to PowerShell installation/configuration instructions. There are no references to Linux CLI tools (such as Azure CLI) or examples for Linux/macOS users. The instructions and screenshots are oriented around the Azure Portal UI, which is cross-platform, but the command-line guidance is Windows-centric.
Recommendations
- Add Azure CLI as an alternative prerequisite for users on Linux/macOS, with a link to installation instructions.
- Include examples for uploading files to Azure Blob Storage using Azure CLI or other cross-platform tools, not just PowerShell.
- Explicitly mention that the steps can be performed on Linux/macOS and provide any necessary platform-specific notes.
- Where PowerShell is referenced, offer equivalent Bash/Azure CLI commands in parallel.
- Review screenshots and instructions to ensure terminology and steps are not Windows-specific.
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 |
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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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