opendatasets 0.1.0

A curated collection of datasets for data analysis & machine learning, downloadable with a single Python command

opendatasets

A curated collection of datasets for data analysis & machine learning, downloadable with a single Python command.

Try it out online: https://jovian.ml/aakashns/opendatasets-demo

Installation & Usage

Install the library using pip:

pip install opendatasets --upgrade

To use the library, just import it and use the download function.

import opendatasets as od
od.download('stackoverflow-developer-survey-2020')

See the next section for a list of available dataset IDs.

Datasets

Dataset ID	Description	Source
stackoverflow-developer-survey-2020	Stack Overflow Developer Survey 2020	Stack Overflow
owid-covid-19-latest	Covid-19 Stats by Our World in Data	Our World in Data
state-of-javascript-2016	State of Javascript Annual Survey 2016	StateOfJS
state-of-javascript-2017	State of Javascript Annual Survey 2017	StateOfJS
state-of-javascript-2018	State of Javascript Annual Survey 2018	StateOfJS
state-of-javascript-2019	State of Javascript Annual Survey 2019	StateOfJS
countries-languages-spoken	Languages Spoken in Different Countries	Infoplease

More datasets will be added soon..

Contributing

This is an open source project and we welcome contributions.

Local Development Setup

1. Clone the repository:

git clone https://github.com/JovianML/opendatasets.git

2. Setup the Python environment for development

conda create -n opendatasets python=3.5
conda activate opendatasets
pip install -r requirements.txt

3. Open up the project in VS code and make your changes. Make sure to install the Python Extension for VS Code and select the opendatasets conda environment.

Adding Datasets

TODO - more details will be added here later

This package is developed and mainted by the Jovian.ml team.