Dataset: scotchwhisky_chem.csv Source: T. Adam, E. Duthie, J. Feldmann (2002). "Investigations into the Use of Copper and Other Metals and Indicators for the Authenticity of Scotch Whiskies," Journal of the Institute of Brewing, 108(4), pp. 459-464. Description: Concentration of 8 metals in 35 Varieties of Scotch Whisky distilleries. Correlation analysis was conducted among the 8 metals. Distilleries were clustered by hierarchical clustering with single linkage for the 8 metals. Variable Names: Distillery Region Age Cu (Copper) Zn (Zinc) Pb (Lead) Ni (Nickel) Fe (Iron) Ca (Calcium) Mg (Magnesium) Na (Sodium)