countvalues 0.0.1

Improved value counts

countvalues

Install

pip install countvalues

How to use

import pandas as pd
from countvalues.core import count_values

df = pd.read_csv('../data/titanic.csv')
df.head()

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	PassengerId	Survived	Pclass	Name	Sex	Age	SibSp	Parch	Ticket	Fare	Cabin	Embarked
0	1	0	3	Braund, Mr. Owen Harris	male	22.0	1	0	A/5 21171	7.2500	NaN	S
1	2	1	1	Cumings, Mrs. John Bradley (Florence Briggs Th...	female	38.0	1	0	PC 17599	71.2833	C85	C
2	3	1	3	Heikkinen, Miss. Laina	female	26.0	0	0	STON/O2. 3101282	7.9250	NaN	S
3	4	1	1	Futrelle, Mrs. Jacques Heath (Lily May Peel)	female	35.0	1	0	113803	53.1000	C123	S
4	5	0	3	Allen, Mr. William Henry	male	35.0	0	0	373450	8.0500	NaN	S

count_values(df, 'Sex')

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	Sex	count	percentual	cumulative_percentual
0	female	314	0.352413	0.352413
1	male	577	0.647587	1.000000