DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.mysql',
        'NAME': 'mysql',
        'USER': 'root',
        'PASSWORD': 'root',
        'HOST': '',
        'PORT': '3306'
    }
}

This should work for you. You were using the wrong port.The port you were using 
is for postgresql.You maybe prompted to install mysqlclient. Use pip install 
mysqlclient.

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