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The documentation page demonstrates a Windows bias by providing explicit instructions and examples for Windows environments, such as editing the hosts file at a Windows-specific path, using Notepad with elevated permissions, and referencing WinUtils.exe and HADOOP_HOME setup for Windows. PowerShell is mentioned for VPN setup, but Linux equivalents (e.g., Bash, CLI) are not provided or are referenced only indirectly. The use of Cygwin for scp commands suggests a workaround for Windows users rather than providing native Linux instructions. There is a lack of parallel Linux/macOS examples for key steps, such as editing the hosts file, setting environment variables, and handling exceptions.