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_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation exclusively uses Microsoft Excel for all examples and instructions, implicitly assuming a Windows environment. There are no examples or guidance for users on Linux or macOS, such as using LibreOffice Calc or command-line tools (e.g., csvkit, pandas). Keyboard shortcuts and UI references are specific to Excel, and no alternatives are mentioned. This creates a Windows-centric experience and may alienate users on other platforms.
Recommendations:
  • Include parallel instructions and screenshots for at least one cross-platform or Linux-native spreadsheet application, such as LibreOffice Calc or Google Sheets.
  • Mention and provide basic examples for command-line tools (e.g., csvkit, pandas) to manipulate and analyze CSV usage files, especially for large files.
  • Use neutral language when referring to spreadsheet applications (e.g., 'spreadsheet application such as Excel or LibreOffice Calc') and avoid assuming Excel is available.
  • Provide keyboard shortcuts and menu navigation for both Windows and Linux/macOS environments where relevant.
  • Add a section or callout for Linux/macOS users outlining alternative workflows for analyzing large CSV files.
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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