explore: Data Exploration plots

In stranger: Simple Toolkit in R for ANomalies Get, Explain and Report

Description

This is a simple function that produced plots that may help you to understand the shape of your dataset. Today, 3 plots are implemented;(1) a small histogram for each features, (2) a correlation matrix and (3) a 2-Dimension Hexbin Frequency.

Usage

explore(data, type = "histogram", keep = NULL, drop = NULL, ...)

Arguments

data	is the data frame containing the observations. Each row represents an observation and each variable is stored in one column.
type	one of "histogram", "correlation"
keep	character vector: names of columns to keep (filter)
drop	character vector: names of columns to drop (filter)
...	is additional arguments to be passed to internal functions. Currently only col.fill and bins for histograms.

Examples

## Not run: 
explore(BudgetUK, type ="hist")
explore(BudgetUK, type ="cor",drop="children")

## End(Not run)

stranger documentation built on March 18, 2018, 2:01 p.m.