Document Details
Work With Data
❌
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:
⚠️
windows_first
⚠️
powershell_heavy
⚠️
missing_linux_example
Summary:
The documentation consistently provides examples using Azure CLI and Azure PowerShell, with PowerShell (a Windows-centric tool) featured equally alongside CLI. There are no explicit Linux shell (bash) or scripting examples, and no mention of Linux-specific tooling or workflows. The use of PowerShell as a primary example and the absence of Linux-native command-line patterns (e.g., bash, curl, jq) indicate a Windows bias.
Recommendations:
- Add Linux shell (bash) examples for each scenario, using tools like curl for REST API calls and jq for JSON processing.
- Clearly indicate cross-platform compatibility for Azure CLI and PowerShell, and provide notes on installation or usage differences on Linux/macOS.
- Where PowerShell is shown, also provide equivalent bash or shell script snippets to ensure Linux users are equally supported.
- Mention Linux-native tools and workflows (e.g., piping Azure CLI output to jq) when discussing result formatting and processing.
- Consider the order of examples: alternate or lead with cross-platform (CLI/bash) examples before PowerShell to avoid Windows-first perception.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
Flagged Code Snippets
Search-AzGraph -Query "Resources | project name | order by name asc" -Skip 10