categories2

A dataset of dummy nominal data inspired by characters/species
from the Bikini Bottom universe (SpongeBob SquarePants).
This dataset simulates a roughly triangular distribution of frequencies.

datasets

Provides tools for visualizing and analyzing the shape of discrete nominal frequency distributions. The package introduces centered frequency plots, in which nominal categories are ordered from the most frequent category at the center toward less frequent categories on both sides, facilitating the detection of distributional patterns such as uniformity, dominance, symmetry, skewness, and long-tail behavior. In addition, the package supports Pareto charts for the study of dominance and cumulative frequency structure in nominal data. The package is designed for exploratory data analysis and statistical teaching, offering visualizations that emphasize distributional form rather than arbitrary category ordering.

Norberto Asensio

nomiShape

Visualization and Analysis of Nominal Variable Distributions

categories2 function

A data frame with 250 rows and 11 variables:<dl>
<dt>animal</dt>
<dd>Character. Species/animal names.</dd><dt>freq</dt>
<dd>Integer. Frequency of each species, forming a triangular pattern.</dd>
</dl>

Format

Categories2: Triangular Distribution of Bikinibottom Species — categories2

A data frame with 250 rows and 11 variables:<dl>
<dt>animal</dt>
<dd>Character. Species/animal names.</dd>

<dt>freq</dt>
<dd>Integer. Frequency of each species, forming a triangular pattern.</dd>


</dl>

categories2: Categories2: Triangular Distribution of Bikinibottom Species

Description

Usage

Arguments

Format

Examples