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modeldata

modeldata contains data sets used in documentation and testing for tidymodels packages. The package also contains a suite of simulation functions for classification and regression data.

Installation

You can install the released version of modeldata from CRAN with:

install.packages("modeldata")

And the development version from GitHub with:

# install.packages("pak")
pak::pak("tidymodels/modeldata")

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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Install

install.packages('modeldata')

Monthly Downloads

27,183

Version

1.3.0

License

MIT + file LICENSE

Issues

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Maintainer

Last Published

January 21st, 2024

Functions in modeldata (1.3.0)

grants

Grant acceptance data
hepatic_injury_qsar

Predicting hepatic injury from chemical information
deliveries

Food Delivery Time Data
drinks

Sample time series data
chem_proc_yield

Chemical manufacturing process data set
mlc_churn

Customer churn data
ischemic_stroke

Clinical data used to predict ischemic stroke
modeldata-package

modeldata: Data Sets Useful for Modeling Examples
meats

Fat, water and protein content of meat samples
hotel_rates

Daily Hotel Rate Data
hpc_cv

Class probability predictions
hpc_data

High-performance computing system data
oils

Fatty acid composition of commercial oils
check_times

Execution time data
leaf_id_flavia

Leaf identification data (Flavia)
lending_club

Loan data
concrete

Compressive strength of concrete mixtures
covers

Raw cover type data
permeability_qsar

Predicting permeability from chemical information
sim_classification

Simulate datasets
two_class_example

Two class predictions
small_fine_foods

Fine foods example data
pd_speech

Parkinson's disease speech classification data set
two_class_dat

Two class data
scat

Morphometric data on scat
parabolic

Parabolic class boundary data
penguins

Palmer Station penguin data
reexports

Objects exported from other packages
stackoverflow

Annual Stack Overflow Developer Survey Data
wa_churn

Watson churn data
solubility_test

Solubility predictions from MARS model
pathology

Liver pathology data
taxi

Chicago taxi data set
tate_text

Tate Gallery modern artwork metadata
steroidogenic_toxicity

Predicting steroidogenic toxicity with assay data
ames

Ames Housing Data
credit_data

Credit data
Chicago

Chicago ridership data
cells

Cell body segmentation
car_prices

Kelly Blue Book resale data for 2005 model year GM cars
bivariate

Example bivariate classification data
Smithsonian

Smithsonian museums
Sacramento

Sacramento CA home prices
biomass

Biomass data
attrition

Job attrition
ad_data

Alzheimer's disease data
crickets

Rates of Cricket Chirps