datadepot 0.0.72

The datadepot package provides a collection of datasets used in the book Data Science Foundations and Machine Learning with Python.

Package datadepot

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

Author Jeroen van Raak

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
• bicycle_counts
• bike_sharing
• 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
• nyc_taxi
• red_wines
• vehicle
• white_wines
• wholesale

Documentation

The full documentation is available at: https://github.com/vanraak/datadepot/blob/main/README.pdf