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 page demonstrates mild Windows bias by referencing Visual Studio Hadoop tools in the 'Next steps' section, which are primarily Windows-based. Additionally, the workflow for accessing and deleting clusters is described in terms of the Azure Portal UI, which is platform-agnostic but often more familiar to Windows users. There are no explicit Linux command-line examples or mentions of Linux-specific tools, and no PowerShell or CMD examples are present. However, the cluster creation link refers to 'linux-clusters', and the main Grafana access method is via web browser, which is cross-platform.
Recommendations
  • Include references to cross-platform or Linux-native tools for managing HDInsight clusters, such as Azure CLI or Azure Cloud Shell, alongside or instead of Visual Studio tools.
  • Provide command-line examples (using Bash/Azure CLI) for common tasks like accessing Grafana or deleting clusters, to ensure Linux users have parity.
  • Balance 'Next steps' resources by including links to Linux-friendly development environments or tools, not just Visual Studio.
  • Explicitly state that the Azure Portal and Grafana web UI are accessible from any OS, to reinforce cross-platform compatibility.
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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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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