R Notebook

Load and clean health profile data

require(imputeMissings); library(factoextra)

Loading required package: imputeMissings
Loading required package: ggplot2

Attaching package: ‘ggplot2’

The following objects are masked _by_ ‘.GlobalEnv’:

    diamonds, economics, mpg

The following object is masked from ‘package:kernlab’:

    alpha

profile <- read.csv("~/Documents/R_projects/profiles/profile.csv")
rownames(profile) <- profile$area
profile <- impute(profile[, -c(1:2,7)], method = "randomForest")
head(profile)

Correlations

Clustering and kmeans