Types of quantitative relationship

Types of quantitative relationship

Quantitative relationships fall into the following categories:

  • ordinal or nominal comparisons – differences across a list of ordered or unordered values for a set of items, groups or categories
  • time series – how something changes over time (eg yearly)
  • part to whole – ratio of each part to the whole, expressed as either percentages (with a total of 100%) or proportions of an absolute total (eg total income)
  • deviation – difference between 2 sets of values (typically a set of measures compared with a baseline or prior measurement of the same variable)
  • distribution – counts of values per interval of a continuous variable
  • correlation – a set of 2 measurements that vary together (eg height and weight)
  • geographic or spatial – comparison of data across a map (see Maps).
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