stemgraphic quickstart with numbers¶

Import stem_graphic from stemgraphic (shortcut) or explicitely from stemgraphic.num.

[1]:

%matplotlib inline
import pandas as pd
from stemgraphic import stem_graphic

Load a data frame

[2]:

df = pd.read_csv('../iris.csv')

[3]:

df.describe()

[3]:

	sepal_length	sepal_width	petal_length	petal_width
count	150.000000	150.000000	150.000000	150.000000
mean	5.843333	3.054000	3.758667	1.198667
std	0.828066	0.433594	1.764420	0.763161
min	4.300000	2.000000	1.000000	0.100000
25%	5.100000	2.800000	1.600000	0.300000
50%	5.800000	3.000000	4.350000	1.300000
75%	6.400000	3.300000	5.100000	1.800000
max	7.900000	4.400000	6.900000	2.500000

Select a column, or pass the whole dataframe if you want stem_graphic to select the first numerical column.

[4]:

stem_graphic(df['sepal_length']);

stemgraphic