We can see that there are a lot of males in 3rd class.

Let's split this even further as male, female and children (under 16 years old)

There are also a more children in 3rd class than other classes

Overall, 3rd class has the most passengers, I guess it is the cheapest class. We'll look into it later

The average age is 29.7, 50% of passengers are under 28 years old. There some babies on board and also a elder at 80 years old.

Male and female passengers' age seem to be similar

Most people are in the middle cabins.

I'm guessing that cabin F/G are the more expensive ones since they skew the data

Queenstown passengers seemed to be from 3rd class

Cherbourg had only a few 2nd class

Most passengers were from Southampton

Let's look at how much passengers from each city paid for the fare:

There are outliers from Cherbourg, let's get a closer look without the outlier

Out of 891 passengers, 342 survived (38.4%)

a. Is class a factor?

Looks like 3rd class' survival rate is very low.

However, 3rd class also has a lot more male passengers!

Maybe it is because "Women and Children First" instead of class?

b. Is gender a factor?

Children and female passengers survived more than male passengers regardless of class.

So class might not have affected survival rates

c. Is age a factor?

The older the passenger, the less likely they are to survive overall.

Regarless of class, the older you are, the less likely you are to survive

At first glance, cabin A and G seems to have lower survival rate but their standard deviations are huge so we may need to carry out a hypothesis testing