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 exhibits Windows bias primarily in the prerequisites section, where Azure PowerShell is listed as a requirement and only instructions for installing/configuring Azure PowerShell are referenced. There are no mentions of Linux/macOS equivalents (such as Azure CLI or cross-platform upload tools), nor are alternative upload methods (e.g., using azcopy, Azure CLI, or portal UI) described. The remainder of the tutorial is platform-neutral, focusing on the Azure portal UI, but the initial setup may create friction for Linux/macOS users.
Recommendations
- Add instructions for using Azure CLI (cross-platform) to upload files to Blob storage.
- Mention that users can use the Azure portal UI to upload files, which is OS-agnostic.
- Include azcopy as an alternative tool for file uploads, with links to installation and usage guides for all platforms.
- Clarify that PowerShell is not strictly required and provide parity for Linux/macOS users in the prerequisites section.
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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