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 prioritizing and exclusively mentioning Windows-centric tools (Power BI, Visual Studio, Excel with Hive ODBC) for interacting with Interactive Query in Azure HDInsight. Linux-native tools or workflows are not highlighted or are mentioned after Windows tools, and there are no explicit Linux command-line examples or references to Linux-based workflows.
Recommendations
  • Include explicit examples and instructions for using Linux-native tools (e.g., Beeline CLI, Apache Zeppelin, or Hive CLI) to connect and query Interactive Query clusters.
  • Present cross-platform options in a balanced way, listing Linux and open-source tools (such as Beeline, Zeppelin, or Jupyter Notebooks) before or alongside Windows tools.
  • Add sample commands for connecting to Interactive Query from a Linux terminal using Beeline or JDBC.
  • Mention how to use open-source BI tools (e.g., Apache Superset, DBeaver) that are available on Linux, in addition to Power BI and Excel.
  • Clarify which tools are cross-platform and provide guidance for both Windows and Linux users.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased