Correlation Visualization
Introduction to visualization with correlation
## load packages: GGally and corrplot
## create correlation matrix on mtcars, store in a variable
## create correlogram with corrplot
## modify the method argument ("circle", "color", "number") and the type argument ("upper")
## create correlogram with ggpairs
## create correlogram on demographic data here: https://gitlab.com/mhaffner/data/-/raw/master/demo-data.csv
## using a function of your choice
End-to-end correlation example
## load packages
## read dataset: https://gitlab.com/mhaffner/data/-/raw/master/migration-survey.csv
## select three variables of interest
## assess correlation assumptions
## data profiling
## visualization/correlation
## correlation tests