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

Project description

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 (>= 3.8) 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 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
  • 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/datadepot/blob/main/README.pdf

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