setup_pandas_notebook.sh

#!/bin/sh

setup_brew () {
    if ![-f "/usr/local/bin/brew"]; then
        /usr/bin/ruby -e "$(/usr/bin/curl -fsSL https://raw.github.com/mxcl/homebrew/master/Library/Contributions/install_homebrew.rb)"
    fi
}

setup_ipython () {
    brew install gcc
    brew install readline
    brew install zeromq
    brew install numpy
    brew install scipy

    pip install ipython pyzmq tornado pygments jinja2

    python -c 'from IPython.external import mathjax; mathjax.install_mathjax()'
}

setup_pandas () {
    brew install gfortran
    brew install pkg-config
    brew install freetype
    brew install swig

    pip install pandas
    pip install python-dateutil pytz matplotlib
    pip install patsy
    pip install statsmodels
}

setup_brew && setup_ipython && setup_pandas

ipython notebook --pylab=inline

Start it with:

ipython notebook --pylab=inline