State whether the data is categorical or numerical?
In the machine learning world, data is nearly always split into two groups: numerical and categorical. Numerical data is used to mean anything represented by numbers (floating point or integer). Categorical data generally mean everything else and in particular discrete labeled groups are often called out.
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