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 bias by exclusively using Excel for data preparation and calculation examples, with no mention of Linux-native tools or spreadsheet applications (such as LibreOffice Calc or command-line utilities). All step-by-step instructions and screenshots are tailored to Excel, which is primarily a Windows application, and there are no alternative examples or guidance for Linux users.
Recommendations
  • Include explicit instructions and screenshots for preparing and calculating savings using Linux-native spreadsheet applications such as LibreOffice Calc or GNOME Spreadsheet.
  • Provide command-line alternatives for data manipulation, such as using awk, csvkit, or pandas in Python, to process CSV files and perform the required calculations.
  • Add a note at the beginning clarifying that while Excel is used in examples, the process can be performed with any spreadsheet or data processing tool, and link to Linux-specific guides.
  • Ensure parity in tool recommendations by listing both Windows and Linux options for each step involving software.
  • Consider providing downloadable sample scripts (e.g., Bash, Python) that automate the calculation for users who prefer not to use GUI spreadsheet applications.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased