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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a Windows bias by referencing PowerShell explicitly as the primary scripting tool for deploying HDInsight clusters, both in the introduction and in the note about VM SKU identifiers. There are no Linux shell (bash) examples or explicit mentions of Linux-native tools or workflows. The guidance assumes familiarity with PowerShell, and Linux alternatives are not provided or mentioned.
Recommendations:
  • Include explicit bash/Azure CLI examples alongside PowerShell references for deploying HDInsight clusters.
  • Rephrase instructions to mention both PowerShell and bash equally (e.g., 'when creating deployment scripts using PowerShell or bash').
  • Add notes or examples for Linux users, such as how to obtain VM SKU identifiers using bash or Azure CLI.
  • Avoid assuming PowerShell as the default scripting environment; use neutral language or provide parity.
  • Where possible, provide links to both Windows and Linux scripting documentation for Azure.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased