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frictionless: Python library for Data Packages

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 11 Jul 2023Publisher:Zenodo
Authors: roll; Paul Walsh; Shashi Gharti; Georgiana Bere; Vitor Baptista; chris48s; Lilly Winfree; +23 Authors

doi: 10.5281/zenodo.15085933 , 10.5281/zenodo.8160172 , 10.5281/zenodo.13617961 , 10.5281/zenodo.8158563 , 10.5281/zenodo.8151908 , 10.5281/zenodo.8160141 , 10.5281/zenodo.8142499 , 10.5281/zenodo.8400013 , 10.5281/zenodo.8135154 , 10.5281/zenodo.13853405 , 10.5281/zenodo.8151147 , 10.5281/zenodo.8152037 , 10.5281/zenodo.8398507 , 10.5281/zenodo.8156371 , 10.5281/zenodo.8161223 , 10.5281/zenodo.4663759 , 10.5281/zenodo.10562905 , 10.5281/zenodo.8399546 , 10.5281/zenodo.8171064 , 10.5281/zenodo.11085500

frictionless: Python library for Data Packages

Abstract

Data management framework for Python that provides functionality to describe, extract, validate, and transform tabular data (DEVT Framework). It supports a great deal of data sources and formats, as well as provides popular platforms integrations. The framework is powered by the lightweight yet comprehensive Frictionless Data Package (https://datapackage.org/).

To cite the Frictionless Python Framework in publications please use:

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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).
    		 1
    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.
    		 Average
    influence
    This indicator 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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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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citations
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).
BIP!Citations provided by BIP!
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.
BIP!Impulse provided by BIP!
1
Average
Average
Average