Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation exclusively uses Excel for data preparation and calculation, with all instructions and screenshots tailored to the Windows version of Excel. There are no examples or guidance for Linux/macOS users, nor are alternative spreadsheet tools (such as LibreOffice Calc, Google Sheets, or command-line CSV processing) mentioned. This creates friction for users who do not have access to Excel or prefer open-source alternatives.
Recommendations
- Add explicit instructions and screenshots for using LibreOffice Calc, Google Sheets, or other cross-platform spreadsheet tools.
- Mention that CSV files can be processed using command-line tools (e.g., awk, csvkit, pandas) and provide basic example commands for Linux/macOS users.
- Clarify that the process is not limited to Excel and provide parity in step-by-step instructions for alternative tools.
- Include a note or section addressing Linux/macOS users and their options for completing the task.
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