categorical data
nominal - grouped in unordered categories
ordinal - grouped in ordered categories (ranked)
scale data
interval - no true 0
ratio - true 0
data framing
when numbers or statistics are purposefully selected to best support an argument
problem with variance
absolute number
raw number
relative number
proportion or percentage, can exaggerate or minimize findings