Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation exclusively demonstrates data preparation and calculation steps using Microsoft Excel, a Windows-centric tool, with screenshots and instructions tailored to its interface. There are no examples or guidance for performing the same calculations using Linux/macOS tools (e.g., LibreOffice Calc, Google Sheets, or command-line utilities), nor is there mention of alternative workflows for non-Windows environments.
Recommendations
- Include explicit instructions and screenshots for performing the calculations using LibreOffice Calc and/or Google Sheets, which are cross-platform.
- Add a section describing how to process the CSV file using command-line tools (e.g., awk, csvkit, pandas in Python) for users who prefer scripting or do not use GUI spreadsheet applications.
- Clarify that the process is not limited to Excel and provide parity in step-by-step guidance for Linux/macOS users.
- Consider listing alternative spreadsheet applications before or alongside Excel to avoid Windows-first impression.
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