Скачать или смотреть Statistics with Python | Machine Learning | Categorical | Numerical Ordinal | Discrete Data - P3

Categorical, Numerical, Ordinal and Discrete Data with Python

Topic to be covered -
Ordinal Variables
Discrete Variables
Numerical Variables
Continuous Variables

Code Starts Here
==============

import pandas as pd

train = pd.read_csv('train.csv')

train.head()

'''
categorical -- Sex, Survived, Embarked

Continous -- Age, Fare

Discrete -- SibSp, Parch

Ordinal -- Pclass
'''

get the distribution of the Numerical features
train.describe()

get the disctibution of the categorical features
train.describe(include=['O'])

get the distribution for both categorical and numerical features
train.describe(include='all')

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