pandas project code example

Example 1: pandas

df = pd.DataFrame(np.random.randn(1000, 4), index=ts.index,
   .....:                   columns=['A', 'B', 'C', 'D'])
   .....: 

In [137]: df = df.cumsum()

In [138]: plt.figure()
Out[138]: <Figure size 640x480 with 0 Axes>

In [139]: df.plot()
Out[139]: <matplotlib.axes._subplots.AxesSubplot at 0x7f53723daa10>

In [140]: plt.legend(loc='best')
Out[140]: <matplotlib.legend.Legend at 0x7f5369d93dd0>

Example 2: project for pandas

0 9.0
1 9.0
2 8.5
3 8.5
4 8.5
5 7.0
6 3.0
7 9.0
8 3.0
9 7.0
10 7.5
11 7.5
12 7.0
13 9.0
14 9.0
...
18610 6.0
18611 5.8
18612 7.8
18613 8.0
18614 9.2
18615 9.2
18616 7.5
18617 8.4
18618 9.1
18619 7.9
18620 7.6
18621 9.0
18622 5.8
18623 10.0
18624 10.0
Name: score, Length: 18625, dtype: float64