Basic Exploratory Data Analysis

Exploratory Data Analysis for Different Domains

Jesus A. Gonzalez

Exploratory Data Analysis Demo

  • This project consists of an Exploratory Data Analysis Demo
    • Shows basic data analysis operations in R
  • This is an interactive tool
    • Allows selecting the domain (BreastCancer, Soybean, DNA, Vehicle, and Prostate)
    • Requires the user to input attributes numbers in order to compute a table for that attribute, a histogram, and a scatter plot
  • Excellent tool to teach Exploratory Data Analysis
  • Can be extended by adding more great functionality

Code to Create the Scatterplot

library(lasso2); data(Prostate)
dataset <- Prostate; mylin1 <- 1; mylin2 <- 9
plot(dataset[,as.numeric(mylin1)], dataset[,as.numeric(mylin2)])

plot of chunk unnamed-chunk-1

The User Interface

How to Use Our Exploratory Data Analysis Tool