Explain the differences between categorical and qualitative data. Provide examples.

Explain the differences between categorical and qualitative data. Provide examples.

Question
Analyzing categorical data
asked 2021-02-05
Explain the differences between categorical and qualitative data. Provide examples.

Answers (1)

2021-02-06
Step 1
Categorical or qualitative data are both the same thing. Both are non-numerical data. Either you say categorical data or qualitative data, both are same.
A categorical data or qualitative data represents data types that can be split into groups.
Step 2
There are two types of categorical data or qualitative data
Nominal and Ordinal data
In Nominal, there is no particular order in the categories. For example,
In case of Gender we assign male and female. Here male and female are categorical or qualitative data
Hair colour we assign brown, black, white, etc. Here Brown, black, white are categorical or qualitative data
Weather we can assign sunny, cloudy, snowy, etc. Here sunny, cloudy, snowy are categorical or qualitative data
In Ordinal, we assign the label and There is a particular order
For example
Size of a shirt i.e Small, medium, Large. Here we have assigned the label but at the same time it has particular order. In this Small, medium, Large are categorical or qualitative data
Economic Status of a person, we can assign Low, Medium and High. It has a particular order. Here Low, Medium and High are categorical or qualitative data
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