Titanic dataset: data cleaning and validation - j-ros/data-cleaning GitHub Wiki

Author: Jesús Ros Solé

Objective

The objective of this project is to understand the factors that contribute to the survival of the Titatic accident and to build a model to estimate the survival probability of passengers. In more detail we will:

• Perform data cleaning and validation techniques to prepare data for analysis.
• Analise resulting dataset to discover correlations between features and compare different passenger groups.
• Build a model to estimate survival probability of Titanic passengers.

Content

• data
  • raw: raw datasets as obtained from Kaggle.
  • clean: clean dataset produced as output of the report.
  • submission: submission file with the predicted labels for test file.
• doc
  • report.pdf: pdf output of the report.
• src
  • report.Rmd: source code to generate the report.
• README.md: this file.