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 exclusively demonstrates the calculation process using Microsoft Excel, a Windows-centric tool, and all step-by-step instructions reference Excel-specific UI elements and workflows. There are no examples or guidance for performing the same calculations using Linux-native tools (such as LibreOffice Calc, Gnumeric, or command-line utilities like awk/csvkit), nor is there mention of how to adapt the process for non-Windows environments. The language and screenshots reinforce a Windows-first approach, potentially excluding Linux users or those preferring open-source alternatives.
Recommendations
  • Add parallel instructions for performing the calculations using LibreOffice Calc or other cross-platform spreadsheet applications.
  • Include examples of how to process and analyze the CSV data using command-line tools available on Linux (e.g., awk, csvkit, pandas in Python).
  • Provide screenshots and UI references for non-Excel spreadsheet applications.
  • Explicitly state that the process can be performed on any OS and mention alternative tools for Linux/macOS users.
  • Consider including downloadable sample scripts (e.g., Python, shell) to automate the calculation for users who prefer not to use a GUI.
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean