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
Summary
The documentation lists Windows-specific tools (Visual Studio, PowerShell, SSIS) as primary options for interacting with Hive on HDInsight, sometimes before or in addition to cross-platform alternatives. Windows tools are mentioned explicitly and given dedicated sections, while Linux/macOS equivalents are not always provided or are grouped generically. However, most core Hive usage (via Beeline, REST API, browser-based tools) is cross-platform, and Linux/macOS users are not blocked from completing tasks.
Recommendations
  • Ensure Linux/macOS alternatives are mentioned alongside Windows tools (e.g., alternatives to PowerShell for automation, such as Bash scripts or Azure CLI).
  • Present cross-platform tools (Beeline, REST API, VS Code) before Windows-only tools in lists and tables.
  • Add explicit Linux/macOS examples or links for tasks currently described only with Windows tools (e.g., running Hive queries via automation).
  • Clarify which tools are cross-platform and which are Windows-only in all tables and descriptions.
  • Provide links to Linux/macOS-specific guides where available (e.g., using Oozie, Bash, or Azure CLI for scheduling and automation).
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets