1- Install virtualenv
sudo apt install virtualenv
2- Upgrade virtualenv
pip install --upgrade virtualenv
3- Create new virtualenv
virtualenv -p python3 path/virtualenv_name
4- activate virtualenv
source path/virtualenv_name/bin/activate
5- Install requirements file
pip install -r requirements.txt