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 references Excel for data preparation and calculation, with all instructions and screenshots based on the Excel interface. There are no examples or guidance for Linux users or those using non-Microsoft spreadsheet tools (such as LibreOffice Calc, Google Sheets, or command-line tools like awk/csvkit). The workflow assumes a Windows-centric environment, implicitly prioritizing Windows tools and patterns.
Recommendations
  • Include parallel instructions and screenshots for at least one popular Linux-compatible spreadsheet application, such as LibreOffice Calc or Google Sheets.
  • Mention and provide examples for command-line CSV processing tools (e.g., csvkit, awk, pandas) for users who may not use GUI spreadsheet software.
  • Rephrase references to 'Excel' as 'spreadsheet application' throughout, and clarify that the process is applicable to any tool capable of handling CSV files.
  • Where possible, provide downloadable sample data and formulas in formats compatible with both Excel and LibreOffice Calc.
  • Add a note or section specifically addressing Linux/macOS users, outlining alternative tools and any differences in steps or formulas.
GitHub Create Pull Request

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