Correlation plots

* The variables should be in columns and the observations in rows. There should be the names of the variables in the top row. Categorical (text) variables are turned into a series of dummies.

Each pairwise correlation is calculated for all the available observations for a given pair, i.e. observations where the data is missing for other variables (from outside a pair) are not omitted.