After some try and error, this is how i got graphite and graphite_web running under a debian derivative (ubuntu 12.04).
#?/bin/sh
apt-get install python-django python-cairo
sudo easy_install django-tagging
pip install carbon
pip install whisper
pip install graphite-web
cd /opt/graphite/conf
cp carbon.conf.example carbon.conf
cp …