Example
The following data comprises 23 groundwater samples that were collected recording the Uranium concentration (ppb) and the total dissolved solids (mg/L). It is of interest to know if the two variables are correlated?
We should initial consider if Pearson’s correlation is appropriate or whether we should resort to Spearman’s if there are assumption violations