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The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media

The pursuit of audience attention online has led organizations to conduct thousands of behavioral experiments each year in media, politics, activism, and digital technology. One pioneer of A/B tests was Upworthy.com, a U.S. media publisher that conducted a randomized trial for every article they pub...

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Detalles Bibliográficos
Autores principales: Matias, J. Nathan, Munger, Kevin, Le Quere, Marianne Aubin, Ebersole, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329003/
https://www.ncbi.nlm.nih.gov/pubmed/34341340
http://dx.doi.org/10.1038/s41597-021-00934-7
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author Matias, J. Nathan
Munger, Kevin
Le Quere, Marianne Aubin
Ebersole, Charles
author_facet Matias, J. Nathan
Munger, Kevin
Le Quere, Marianne Aubin
Ebersole, Charles
author_sort Matias, J. Nathan
collection PubMed
description The pursuit of audience attention online has led organizations to conduct thousands of behavioral experiments each year in media, politics, activism, and digital technology. One pioneer of A/B tests was Upworthy.com, a U.S. media publisher that conducted a randomized trial for every article they published. Each experiment tested variations in a headline and image “package,” recording how many randomly-assigned viewers selected each variation. While none of these tests were designed to answer scientific questions, scientists can advance knowledge by meta-analyzing and data-mining the tens of thousands of experiments Upworthy conducted. This archive records the stimuli and outcome for every A/B test fielded by Upworthy between January 24, 2013 and April 30, 2015. In total, the archive includes 32,487 experiments, 150,817 experiment arms, and 538,272,878 participant assignments. The open access dataset is organized to support exploratory and confirmatory research, as well as meta-scientific research on ways that scientists make use of the archive.
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spelling pubmed-83290032021-08-19 The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media Matias, J. Nathan Munger, Kevin Le Quere, Marianne Aubin Ebersole, Charles Sci Data Data Descriptor The pursuit of audience attention online has led organizations to conduct thousands of behavioral experiments each year in media, politics, activism, and digital technology. One pioneer of A/B tests was Upworthy.com, a U.S. media publisher that conducted a randomized trial for every article they published. Each experiment tested variations in a headline and image “package,” recording how many randomly-assigned viewers selected each variation. While none of these tests were designed to answer scientific questions, scientists can advance knowledge by meta-analyzing and data-mining the tens of thousands of experiments Upworthy conducted. This archive records the stimuli and outcome for every A/B test fielded by Upworthy between January 24, 2013 and April 30, 2015. In total, the archive includes 32,487 experiments, 150,817 experiment arms, and 538,272,878 participant assignments. The open access dataset is organized to support exploratory and confirmatory research, as well as meta-scientific research on ways that scientists make use of the archive. Nature Publishing Group UK 2021-08-02 /pmc/articles/PMC8329003/ /pubmed/34341340 http://dx.doi.org/10.1038/s41597-021-00934-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) applies to the metadata files associated with this article.
spellingShingle Data Descriptor
Matias, J. Nathan
Munger, Kevin
Le Quere, Marianne Aubin
Ebersole, Charles
The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media
title The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media
title_full The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media
title_fullStr The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media
title_full_unstemmed The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media
title_short The Upworthy Research Archive, a time series of 32,487 experiments in U.S. media
title_sort upworthy research archive, a time series of 32,487 experiments in u.s. media
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329003/
https://www.ncbi.nlm.nih.gov/pubmed/34341340
http://dx.doi.org/10.1038/s41597-021-00934-7
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