EDA Case Study: Titanic

1. Task Description

Titanic is a classical Kaggle competition. The task is to predicts which passengers survived the Titanic shipwreck. For more detail, refer to https://www.kaggle.com/c/titanic/overview/description.

2. Goal of this notebook

As it is a famous competition, there exists lots of excelent analysis on how to do eda and how to build model for this task. See https://www.kaggle.com/startupsci/titanic-data-science-solutions for a reference. In this notebook, we will show how dataprep.eda can simplify the eda process using a few lines of code.

3. Load data

from dataprep.eda import *
from dataprep.datasets import load_dataset
train_df = load_dataset("titanic")