This project consist of Exploratory Data Analysis of the datasets and a followed linear regression model
Steps for Exploratory Data Analysis
1)Load and Check Data
2)Variable Description-
PassengerId: unique identifier number(id) to each passenger.
Survived: passenger survive(1) or died(0)
Pclass: passenger class
Name: name of passenger
Sex: gender of passenger
Age: age of passenger
SibSp: number of siblings or spouses
Parch: number of parents or children
Ticket: ticket number
Fare: amount of money spent on ticket
Cabin: cabin category
Embarked: port where passenger embarked (C = Cherbourg, Q = Queenstown, S = Southampton)
3)Basic Data Analysis
4)Outlier Detection
- Visualiztion
in the end linear regression model is there