Main Functions

barcharts()

Barcharts

biPlot()

Principal components biplot

contents()

Detailed description of a data frame

cor_plot()

Correlation matrix plot

crosstab()

Two-way frequency table

densities()

Density plots

df_plot()

Visualize a data frame

FA()

Factor analysis

groupdiff()

Test of group differences

histograms()

Histograms

import()

Import a dataset

lift_plot()

Lift and gain charts

normalize()

Normalize numeric variables

PCA()

Principal Components Analysis

profile_plot()

Cluster profile plots

recodes()

Recode one or more variables

roc_plot()

Receiver Operating Characteristic curve

scatter()

Scatterplot

scree_plot()

Scree test

standardize()

Standardize numeric variables

tab()

Frequency distribution for a categorical variable

univariate_plot()

Univariate plot

qstats()

Summary statistics for a quantitative variable

wss_plot()

Within groups sum of squares plot

Utilities

clear()

Clear/reset an RStudio session

lso()

List object sizes and types

phelp()

Get help on a package

print(<contents>)

Print a contents object

print(<crosstab>)

Print a crosstab object

plot(<factorAnalysis>)

Plot a factor solution

print(<tab>)

Print a tab object

plot(<crosstab>)

Plot a crosstab object

plot(<tab>)

Plot a tab object

rcolors()

R Colors

score()

Factor and component scores

skewness()

Skewness

Datasets

amazon

Forest fires in Brazil

appointments

Medical appointment no shows

batting

Major League Baseball batting statistics

big5

Big 5 Personality Factors

border

The Bureau of Transportation Statistics border crossing data

Boston

Housing values in suburbs of Boston

breast

Breast cancer data

cardata

Automobile characteristics

cars74

Motor Trend car road tests

coffee

Coffee Quality Institute Database

contraception

Contraceptive method choice

countries

CIA World Factbook

crashes

Montgomery County, Maryland car crash data

farmers_markets

US farmers markets

googleplay

Google Play Store Apps

holland

Holland Occupational Themes

hostels

Japan hostel dataset

hate_crimes

FiveThirtyEight hate crimes dataset

heart

Heart disease

housing

1990 California Housing Dataset

insurance

Medical expenses

movies

British movie plots

oil

UK oil investments between 1969 and 1992

pbp2018

2018 MLB pitcher data

soils

Soil composition data

student

Student grade prediction

tv

Time spent watching television - 2017

venues

Major sports venues

wine

Wine reviews