how_to_org_python.org

#+BEGIN_SRC ipython :session 
import numpy as np
import pandas as pd
import matplotlib as mpl
import matplotlib.pyplot as plt
import pandas as pd
graylevel = 1.0 
mpl.rc('figure', facecolor = (graylevel, graylevel, graylevel), edgecolor ='r')
%pylab inline
#+END_SRC

#+RESULTS:

#+BEGIN_SRC ipython :session :file /tmp/py8494Rwq.png :exports both
fig = plt.figure(facecolor='white')
plt.hist(np.random.randn(20000), bins=100)
#+END_SRC

#+RESULTS:
[[file:/tmp/py8494Rwq.png]]

#+BEGIN_SRC ipython :session :results output raw 
from tabulate import tabulate
df = pd.DataFrame(np.random.random((4,3)), columns=['A','B','C'])
print tabulate(df, headers="keys", tablefmt="orgtbl")
#+END_SRC

#+RESULTS:
|   |        A |        B |        C |
|---+----------+----------+----------|
| 0 | 0.409008 | 0.131716 | 0.267215 |
| 1 | 0.949154 | 0.760575 | 0.645162 |
| 2 |   0.1266 | 0.476123 | 0.856961 |
| 3 | 0.282386 | 0.606108 | 0.409315 |