Complete Titanic dataset was downloaded from Kaggle at the following Link. . It was explored using ggplot2 and plotly libraries and the data was visualized and shared using Flexdashboard and HTML Widgets.
Stacked Bar Chart showing the Count of Died/Survived Passengers
More passengers died than survived
Those who survived, the majority were females
Those who died, the majority were males
Box and Whisker Plot showing Age Distribution by Passenger Class
The median age of the 1st, 2nd and 3rd class passgengets was 39, 29 and 24.
Higher degree of the passengers were young adults i.e. in their 20s or 30s in the 3rd class.
3rd class also had more outliers (older people) as compared to 1st and 2nd class
Stacked Bar Plot showing Survival Status by Passenger Class
1st class had more passengers that survived than died.
Majority of the people in 3rd class perished
Clustered bar chart showing count of passengers embarkation and whether they died or survived
Passengers who arrived via C (Cherbourg), more survived than died.
Passengers who arrived via Q (Queenstown) and S (Southampton), more died than survived
Scatter plot showing correlation between Age and Fare.
- This graph shows there is weak positive correlation between age and fare. As the age goes up, fare goes up.