Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively using Excel for data preparation and calculation steps, with screenshots and instructions tailored to the Excel application. There are no examples or guidance for performing the same tasks using Linux-native tools (such as LibreOffice Calc, csvkit, pandas, or command-line utilities). The only alternative mentioned is a generic 'spreadsheet application of your choice,' but no Linux-specific instructions or screenshots are provided. Additionally, the 'Other ways to get data' section references Power BI, another Windows-centric tool, without Linux alternatives.
Recommendations
- Provide step-by-step instructions and screenshots for performing the calculations using LibreOffice Calc or Google Sheets, which are cross-platform and commonly used on Linux.
- Include examples of how to manipulate and analyze the CSV data using Linux command-line tools (e.g., awk, csvkit, pandas in Python) for users who prefer scripting.
- Mention and link to Linux-friendly visualization/reporting tools as alternatives to Power BI, such as Grafana or Jupyter Notebooks.
- Explicitly state that all steps can be performed on Linux and macOS, and clarify any differences in workflow or tool availability.
- Balance screenshots and examples between Windows and Linux environments to ensure parity and inclusivity.
Create Pull Request