Bias Analysis
Detected Bias Types
windows_first
excel_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively using Excel for data preparation and calculation steps, with detailed instructions and screenshots for Excel. While it briefly mentions that other spreadsheet applications can be used, it provides no examples or guidance for Linux-friendly alternatives (such as LibreOffice Calc or command-line tools like awk, pandas, or csvkit). There are no Linux-specific instructions, tools, or screenshots, and the workflow assumes a Windows/Excel environment throughout.
Recommendations
- Add step-by-step instructions for performing the calculations using LibreOffice Calc, including screenshots.
- Provide examples of how to process the CSV data using command-line tools (e.g., awk, csvkit, pandas) for users on Linux or macOS.
- Include a section comparing spreadsheet applications and their compatibility, with explicit mention of Linux-friendly options.
- Avoid assuming Excel as the default tool; use more generic terminology and provide parallel examples for other platforms.
- Add notes or links to community resources for Linux users who may prefer scripting or open-source tools.
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