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countvalues 0.0.1
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')
<style scoped>
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}
</style>
Sex
count
percentual
cumulative_percentual
0
female
314
0.352413
0.352413
1
male
577
0.647587
1.000000
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