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_first
missing_linux_example
Summary
The documentation page demonstrates a Windows/Excel-first bias by exclusively providing step-by-step instructions and screenshots for Microsoft Excel, a Windows-centric tool, without offering equivalent examples or guidance for Linux users or alternative spreadsheet tools. There are no command-line or open-source alternatives (e.g., LibreOffice Calc, csvkit, pandas) mentioned or demonstrated, and all workflow descriptions assume use of Excel's GUI, which is not universally available or preferred, especially on Linux systems.
Recommendations
  • Add parallel instructions and screenshots for at least one popular cross-platform or Linux-native spreadsheet tool, such as LibreOffice Calc or Google Sheets.
  • Include a section or callout on how to perform the calculations using command-line tools (e.g., csvkit, awk, pandas) for users who prefer or require non-GUI workflows.
  • When referencing Excel, clarify that any spreadsheet application can be used, and provide at least brief guidance for alternatives.
  • Consider providing downloadable example scripts (e.g., Python, bash) that automate the calculation process for users on Linux or macOS.
  • Ensure that all steps that reference Excel-specific features (like 'Format as Table') are either generalized or have alternative instructions for other tools.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean