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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

import warnings
warnings.filterwarnings("ignore")
titanic_data = pd.read_csv("https://raw.githubusercontent.com/ingledarshan/upGrad_Darshan/main/titanic.csv")
titanic_data.shape
(891, 12)
titanic_data.head()
titanic_data.columns
Index(['PassengerId', 'Survived', 'Pclass', 'Name', 'Sex', 'Age', 'SibSp',
       'Parch', 'Ticket', 'Fare', 'Cabin', 'Embarked'],
      dtype='object')
titanic_data.Pclass.value_counts()
3    491
1    216
2    184
Name: Pclass, dtype: int64