Package ‘datadepot’
Title DataDepot
Description
The datadepot package provides a collection of datasets used in the book Data Science Foundations and Machine Learning with Python.
URL https://github.com/vanraak/datadepot
Depends Python (>= 3.10) and Pandas (>2.0)
License GPL (>= 2)
Repository Pypi
Authors Jeroen van Raak
Maintainer Jeroen van Raak, j.j.f.vanraak@uva.nl
NeedsCompilation no
Installation
pip install datadepot
or:
conda install conda-forge::datadepot
Usage
import datadepot
df=datadepot.load("<dataset>")
Replace with the name of the dataset, such as "bank", "house", or "churn".
Example
df=datadepot.load('bank') # Load the bank dataset.
Datasets
The following datasets are included:
- adult
- bank
- cereal
- churn
- churn_ibm
- churn_mlc
- covid
- credit
- credit_card
- cpu
- diamonds
- drug
- gapminder
- hotel_city
- hotel_resort
- house
- house_price
- insurance
- las_vegas
- loan
- machine_failure
- mpg
- red_wines
- vehicle
- white_wines
- wholesale
Documentation
The full documentation is available at: https://github.com/vanraak/datadepot/blob/main/README.pdf