Package dsf

Package ‘dsf’

Title ``Data Science Foudations’’

Description

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

URL https://github.com/vanraak/dsf

Depends Python (>= 3.8) and Pandas (>2.0)

License GPL (>= 2)

Repository Pypi

Authors Jeroen van Raak and Reza Mohammadi

Maintainer Jeroen van Raak, j.j.f.vanraak@uva.nl

NeedsCompilation no

Installation

pip install dsf

Usage

import dsf
df=dsf.load('<dataset>')

Replace with the name of the dataset, such as ‘bank’, ‘house’, or ‘churn’.

Example

df=dsf.load('bank') # Load the bank dataset.

Datasets

The following datasets are included:

• adult
• advertising
• bank
• caravan
• cereal
• churn
• churn_ibm
• churn_tel
• corona
• diamonds
• drug
• gapminder
• house
• house_price
• insurance
• marketing
• mpg
• red_wines
• risk
• white_wines

Documentation

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