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datadepot

This library provides a collection of datasets used in the book Data Science Foundations and Machine Learning with Python.

Installation

Install datadepot with pip:

pip install datadepot

or with conda:

conda install conda-forge::datadepot

Usage

Import datadepot and load a dataset:

import datadepot

df = datadepot.load("<dataset>")

Replace <dataset> with the name of the dataset you want to load. For example:

df = datadepot.load("bank")

The returned object is a pandas DataFrame.

Dataset Information

View metadata for any dataset:

datadepot.info("<dataset>")

Example:

datadepot.info("diamonds")

This displays the dataset metadata:

  • Description
  • Source
  • URL
  • Creators
  • License
  • License URL

Available Datasets

The following datasets are included:

  • adult
  • bank
  • bicycle_counts
  • bike_sharing
  • churn
  • cpu
  • credit
  • creditcard
  • diamonds
  • drug
  • house
  • house_price
  • loan
  • mpg
  • nyc_taxi
  • online_shoppers
  • red_wines

More information about each dataset is available at https://datasciencebook.ai/datadepot, including its description, source, creators, and license.

License

datadepot is distributed under the MIT License. Individual datasets may be subject to different licenses; see each dataset's metadata for details.

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