import pandas as pd
import matplotlib.pyplot as plt
data = pd.read_csv('iris.csv')
data.head()
|
Sepal.Length |
Sepal.Width |
Petal.Length |
Petal.Width |
Species |
| 0 |
5.1 |
3.5 |
1.4 |
0.2 |
setosa |
| 1 |
4.9 |
3.0 |
1.4 |
0.2 |
setosa |
| 2 |
4.7 |
3.2 |
1.3 |
0.2 |
setosa |
| 3 |
4.6 |
3.1 |
1.5 |
0.2 |
setosa |
| 4 |
5.0 |
3.6 |
1.4 |
0.2 |
setosa |
from pandas.tools.plotting import andrews_curves
plt.figure()
andrews_curves(data,'Species')
C:\Anaconda\lib\site-packages\ipykernel_launcher.py:3: FutureWarning: 'pandas.tools.plotting.andrews_curves' is deprecated, import 'pandas.plotting.andrews_curves' instead.
This is separate from the ipykernel package so we can avoid doing imports until
<matplotlib.axes._subplots.AxesSubplot at 0x194bc953a20>
from pandas.tools.plotting import parallel_coordinates
plt.figure()
parallel_coordinates(data,'Species')
C:\Anaconda\lib\site-packages\ipykernel_launcher.py:3: FutureWarning: 'pandas.tools.plotting.parallel_coordinates' is deprecated, import 'pandas.plotting.parallel_coordinates' instead.
This is separate from the ipykernel package so we can avoid doing imports until
<matplotlib.axes._subplots.AxesSubplot at 0x194bcb53518>
from pandas.tools.plotting import radviz
plt.figure()
radviz(data, 'Species')
C:\Anaconda\lib\site-packages\ipykernel_launcher.py:3: FutureWarning: 'pandas.tools.plotting.radviz' is deprecated, import 'pandas.plotting.radviz' instead.
This is separate from the ipykernel package so we can avoid doing imports until
<matplotlib.axes._subplots.AxesSubplot at 0x21ead4859b0>
