Descriptive statistics on categorical data

What is the best way to describe categorical data?
Categorical data refers to a form of information that can be stored and identified based on their names or labels.
It is a type of qualitative data that can be grouped into categories instead of being measured numerically..
Which is the best description of categorical data?
Categorical data is a good way of collecting information that doesn't present itself in the form of numbers or if the numbers needed to be grouped to analyze.
Categorical data is data that is collected in groups or topics; the number of events in each group is counted numerically..

How to calculate summary statistics for ordinal categorical data?

In order to calculate summary statistics for ordinal categorical data (eg

, a median or percentile), many functions, like np

median, require numeric inputs

It is therefore helpful to store category names both as strings and as numerical values (eg

, integer or float data types)

Descriptive statistics used to analyse data for a single categorical variable include frequencies, percentages, fractions and/or relative frequencies (which are simply frequencies divided by the sample size) obtained from the variable’s frequency distribution table.

Categorical Data Descriptive Statistics

tl;dr This tutorial covers the key features we are initially interested in understanding for categorical data, to include: ...

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Descriptive statistics on categorical data

What is the best way to describe categorical data?

Which is the best description of categorical data?

How to calculate summary statistics for ordinal categorical data?