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 Windows bias by requiring Azure PowerShell for prerequisites, referencing only PowerShell installation instructions, and omitting any mention of Linux or cross-platform CLI alternatives (such as Azure CLI or Bash). There are no examples or guidance for Linux or macOS users, nor are there instructions for uploading files using non-Windows tools.
Recommendations
- Add instructions for installing and using Azure CLI (az), which is cross-platform, as an alternative to Azure PowerShell.
- Provide examples for uploading files to Azure Blob Storage using both Azure CLI and PowerShell, and clarify which commands work on Windows, Linux, and macOS.
- Explicitly mention that the tutorial can be followed from Linux and macOS, and provide any OS-specific notes if necessary.
- Wherever PowerShell is referenced, add equivalent Bash or shell commands for Linux/macOS users.
- Review all screenshots and UI instructions to ensure they are not Windows-specific, or add notes/screenshots for other platforms if UI differs.
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
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-09-08 00:00 | #105 | completed |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|