These commands fixed the issue for me,
sudo rm /var/lib/mongodb/mongod.lock
sudo mongod --repair
sudo service mongod start
sudo service mongod status
If you are behind proxy, use:-
export http_proxy="http://username:[email protected]:port/"
export https_proxy="http://username:[email protected]:port/"
Reference: https://stackoverflow.com/a/24410282/4359237