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:
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page exhibits subtle Windows bias by referencing Windows-centric tools (e.g., PowerShell scripts, SSMS, Power BI) and providing links to PowerShell scripts without mentioning or providing equivalent Linux/bash alternatives. There are no explicit Linux or cross-platform command-line examples, and the analytics tooling and workflow descriptions prioritize or exclusively mention Windows ecosystem tools.
Recommendations:
  • Where PowerShell scripts are referenced (e.g., Set-SynapseEnvironment.ps1), provide or link to bash/shell script equivalents or note cross-platform compatibility.
  • When listing analytics tools (e.g., SSMS, Power BI), also mention cross-platform or open-source alternatives (e.g., Azure Data Studio, Jupyter Notebooks, Apache Spark).
  • Explicitly state when tools or scripts are cross-platform, or provide guidance for Linux/macOS users.
  • Include Linux/macOS setup and usage examples alongside Windows ones, especially for CLI tools.
  • Review all tool references to ensure Linux users are not excluded or left without clear guidance.
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Scan History

Date Scan ID Status Bias Status
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