Sad Tux - Windows bias detected
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
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by referencing Visual Studio and PowerShell as tools for interacting with HDInsight clusters, while not providing equivalent Linux examples or alternatives. The 'Next steps' section directs users to Visual Studio, a Windows-centric tool, and the cluster deletion instructions mention PowerShell before Azure CLI, which is cross-platform. There are no explicit Linux or macOS instructions or examples, nor are Linux-native tools (e.g., Bash, SSH) mentioned.
Recommendations
  • Include instructions and examples for deleting clusters using Bash or Linux shell commands, in addition to PowerShell and Azure CLI.
  • Provide alternative next steps for Linux/macOS users, such as connecting via VS Code, Jupyter, or command-line tools.
  • Mention cross-platform tools first (e.g., Azure CLI) before Windows-specific tools like PowerShell or Visual Studio.
  • Add a note clarifying that Zeppelin and Hive queries can be run from any OS with a supported browser, not just Windows.
  • Reference Linux-native editors or IDEs (e.g., VS Code, Vim) for Hive development alongside Visual Studio.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets