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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