Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page demonstrates Windows bias by exclusively using Excel for data preparation and calculation steps, with all instructions and screenshots tailored to Excel on Windows. There are no examples, instructions, or mentions of Linux-native tools (such as LibreOffice Calc, Gnumeric, or command-line utilities like awk, csvkit, or pandas) for handling CSV files. The workflow assumes access to Excel and does not provide parity for Linux users who may prefer or require alternative tools.
Recommendations
- Include explicit instructions and screenshots for opening and manipulating the CSV file in Linux-native spreadsheet applications such as LibreOffice Calc or Gnumeric.
- Provide alternative methods for calculating savings using command-line tools (e.g., awk, csvkit, pandas) that are commonly available on Linux.
- Add a note or section highlighting cross-platform options and clarifying that the process is not limited to Excel or Windows.
- Where formulas are described, show how they can be implemented in LibreOffice Calc or via command-line scripts.
- Ensure that future documentation examples are balanced between Windows and Linux environments, or are tool-agnostic where possible.
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