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 steps, with all instructions and screenshots tailored to the Excel interface. There are no examples or guidance for performing the same tasks using Linux tools (such as LibreOffice Calc, command-line utilities, or scripting languages), nor is there mention of alternative workflows for non-Windows environments.
Recommendations
  • Include instructions for opening and manipulating CSV files using LibreOffice Calc or Google Sheets, which are cross-platform.
  • Provide examples of how to perform the calculations using command-line tools (e.g., awk, csvkit, pandas in Python) commonly available on Linux.
  • Add screenshots or step-by-step guides for at least one Linux-friendly spreadsheet application.
  • Explicitly mention that users can use any spreadsheet or data processing tool, and link to relevant resources for Linux users.
  • Consider providing a sample script (e.g., in Python or Bash) that automates the calculation for users who prefer not to use GUI tools.
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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