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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
  • churn
  • cpu
  • credit
  • credit_card
  • diamonds
  • drug
  • house
  • house_price
  • loan
  • mpg
  • nyc_taxi
  • online_shoppers
  • red_wines

Documentation

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

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