ezeda

The ezeda package provides functions for visualizations for exploratory
data analysis. Whereas graphic packages generally provide many functions
that users assemble to create suitable plots, each ezeda function warps
ggplot and other code to generate a complete plot for common exploratory
data analysis task corresponding to a recurring pattern.

Enables users to create visualizations using functions
based on the data analysis task rather than on plotting mechanics. It hides
the details of the individual 'ggplot2' function calls and
allows the user to focus on the end goal. Useful for quick preliminary explorations.
Provides functions for common exploration patterns. Some of the ideas in this
package are motivated by Fox (2015, ISBN:1938377052).

Viswa Viswanathan

ezEDA

Task Oriented Interface for Exploratory Data Analysis

ezeda function

<ul>
<li>category_tally</li>
<li>two_category_tally</li>
</ul>

tally functions

<ul>
<li>category_contribution</li>
<li>two_category_contribution</li>
</ul>

contribution functions

<ul>
<li>measure_distribution</li>
<li>measure_distribution_by_category</li>
<li>measure_distribution_by_two_categories</li>
<li>measure_distribution_by_time</li>
</ul>

measure distribution functions

<ul>
<li>two_measures_relationship</li>
<li>multi_measure_relationship</li>
</ul>

measure relationship functions

<ul>
<li>measure_change_over_time</li>
<li>measure_change_over_time_long</li>
</ul>

ezeda: ezeda: A package for task oriented exploratory data analysis

Description

Arguments

tally functions

contribution functions

measure distribution functions

measure relationship functions

measure trend functions

Details