Building Big Data Pipelines with R & Sparklyr & Tableau
Introduction
Project Files
R Installation
Installing Apache Spark
Installing Java (Optional)
Testing Apache Spark Installation
Installing Sparklyr
Data Extraction
Data Transformation
Data Exporting
Data Pre-processing
Building the Predictive Model
Creating the Prediction Dataset
Installing Tableau
Loading the Data Sources
Creating a Geo Map
Creating a Bar Chart
Creating a Donut Chart
Creating the Magnitude Chart
Creating the Dashboard
Source Code