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ZENODO
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License: CC BY
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ZENODO
Dataset . 2021
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KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle

Authors: Quaranta, Luigi; Calefato, Fabio; Lanubile, Filippo;

KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle

Abstract

KGTorrent is a dataset of Python Jupyter notebooks from the Kaggle platform. The dataset is accompanied by a MySQL database containing metadata about the notebooks and the activity of Kaggle users on the platform. The information to build the MySQL database has been derived from Meta Kaggle, a publicly available dataset containing Kaggle metadata. In this package, we share the complete KGTorrent dataset (consisting of the dataset itself plus its companion database), as well as the specific version of Meta Kaggle used to build the database. More specifically, the package comprises the following three compressed archives: KGT_dataset.tar.bz2, the dataset of Jupyter notebooks; KGTorrent_dump_10-2020.sql.tar.bz2, the dump of the MySQL companion database; MetaKaggle27Oct2020.tar.bz2, a copy of the Meta Kaggle version used to build the database. Moreover, we include KGTorrent_logical_schema.pdf, the logical schema of the KGTorrent MySQL database.

Related Organizations
Keywords

Kaggle, computational notebook, Jupyter, open dataset

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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