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import pandas as pd
import numpy as np
import matplotlib as plt
import seaborn as sb
import plotly.express as px
Titanic=pd.read_csv("tested.csv")
Titanic.head(20)
VariableDefinitionKey
survivalSurvival0 = No, 1 = Yes
pclassTicket class1 = 1st, 2 = 2nd, 3 = 3rd
sexSex
AgeAge in years
sibsp# of siblings / spouses aboard the Titanic
parch# of parents / children aboard the Titanic
ticketTicket number
farePassenger fare
cabinCabin number
embarkedPort of EmbarkationC = Cherbourg, Q = Queenstown, S = Southampton
Titanic.columns
Titanic.info()
Titanic.describe()
Titanic.describe(include='object')
Titanic.drop(columns=["PassengerId","Name","Ticket"],inplace=True)
Titanic.head()
Titanic.info()
Titanic.Age.fillna(Titanic.Age.mean(),inplace=True)
Titanic.Cabin.unique()
Titanic.Cabin.fillna("Unknown",inplace=True)
Titanic['Cabin'] = Titanic['Cabin'].str.split().str[0]
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