Document Details
Tutorial Transform Data Spark Portal
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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
Bias Types:
⚠️
powershell_heavy
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation requires Azure PowerShell for setup and references only PowerShell installation instructions, with no mention of Linux/Unix alternatives (such as Azure CLI or Bash). There are no examples or instructions for Linux/macOS users for uploading files or managing resources, and the only prerequisite for automation is Azure PowerShell. This creates a bias toward Windows users and omits parity for Linux environments.
Recommendations:
- Provide equivalent instructions using Azure CLI (az) for all steps currently described with Azure PowerShell, including installation and usage.
- Include Bash or cross-platform shell examples for uploading files to Azure Blob Storage (e.g., using az storage blob upload or Azure Storage Explorer).
- Explicitly mention that all steps can be performed from Linux/macOS as well as Windows, and provide links to relevant cross-platform tools.
- In the prerequisites, list both Azure PowerShell and Azure CLI as options, with links to their respective installation guides.
- Where automation or scripting is referenced, offer both PowerShell and Bash/CLI script snippets.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-08 00:00 | #105 | completed | ✅ Clean |
| 2025-08-17 00:01 | #83 | in_progress | ✅ 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 |