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
missing_linux_example
windows_first
Summary
The documentation is heavily focused on the use of Data Lake Tools for Visual Studio, which is a Windows-only tool. All examples, instructions, and screenshots are based on Visual Studio, with no mention of Linux/macOS alternatives or equivalent tooling. There are no instructions for performing similar tasks from Linux or macOS, nor are cross-platform command-line or IDE options discussed. Windows/Visual Studio tooling is assumed throughout, and Linux users are left without guidance.
Recommendations
  • Add sections describing how to connect to HDInsight clusters and run Hive queries from Linux/macOS using cross-platform tools such as VS Code, IntelliJ, Eclipse, or command-line utilities (e.g., Beeline, Hive CLI, Azure CLI).
  • Provide examples for running Hive queries and managing clusters using PowerShell (for Windows) and Bash/Azure CLI (for Linux/macOS).
  • Include links to documentation for Linux/macOS-compatible tools and workflows.
  • Clearly state the platform limitations of Data Lake Tools for Visual Studio at the beginning of the document.
  • Consider reordering or supplementing examples so that Linux/macOS options are presented alongside or before Windows-specific instructions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
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 Biased Biased
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
2025-09-06 00:00 #103 completed 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