tableau-prep-r-ml-titanic

Tableau Prep work for machine learning on the Titanic dataset

This repo contains all the files and code to create a Tableau Prep flow that uses R.

Introduction

As a Tableau Prep user, I have noticed that R lacked some good case with Tableau Prep. To solve this issue, I created a workflow that combines both. The goal of the workflow was to predict survival of a subset of the passenger of the Titanic.

Data

The data has been sourced from the Kaggle Titanic: Machine Learning from Disaster tutorial competition.

Tableau Prep

This flow has been made on Tableau Prep 2019.4.2

R / Rserve

I used R version 3.6.2 with the following packages:

• base 3.6.2
• stats 3.6.2
• utils 3.6.2
• stringr 1.4.0
• ranger 0.11.2
• Metrics 0.1.4
• Rserve 1.7-3.1

I used Rstudio version 1.5.2019 to write the code.