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Titanic Disaster Analysis

import pandas as pd
import numpy as np
import seaborn as sn
import logging
import sys
import warnings

Reading given Dataset

titanic_train_df = pd.read_csv('data/train.csv')
titanic_test_df = pd.read_csv('data/test.csv')
titanic_train_df.shape, titanic_test_df.shape
((891, 12), (418, 11))
titanic_train_df.columns
Index(['PassengerId', 'Survived', 'Pclass', 'Name', 'Sex', 'Age', 'SibSp',
       'Parch', 'Ticket', 'Fare', 'Cabin', 'Embarked'],
      dtype='object')