Thanks for the data Rick.

Using this data directly gives a correlation of almost 0.25, from which (taking the square) it's reasonable to estimate 6% of the variance in PD rates is due to factors linked with latitude. Even then we are not talking causality.

The analysis would be improved if:
- we weighted the data by population;
- used the population centre of gravity for each state;
- used UV data.

John