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Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations

There is a lack of methods and tools to reveal robust information on the ingredients used in packaged foods. To tackle this challenge, we developed an original method to parse ingredient lists of packaged foods. We built a dataset of food product innovations with their parsed ingredient lists. We ex...

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Detalles Bibliográficos
Autores principales: Salord, Tristan, Magrini, Marie-Benoît, Cabanac, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065723/
https://www.ncbi.nlm.nih.gov/pubmed/35515988
http://dx.doi.org/10.1016/j.dib.2022.108173
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author Salord, Tristan
Magrini, Marie-Benoît
Cabanac, Guillaume
author_facet Salord, Tristan
Magrini, Marie-Benoît
Cabanac, Guillaume
author_sort Salord, Tristan
collection PubMed
description There is a lack of methods and tools to reveal robust information on the ingredients used in packaged foods. To tackle this challenge, we developed an original method to parse ingredient lists of packaged foods. We built a dataset of food product innovations with their parsed ingredient lists. We explain the parser algorithm used to provide this dataset; and a benchmark method assessing the performance of the parsing techniques applied on those food ingredient lists. The primary data we used to test and apply this method were retrieved from MINTEL-GNPD. These data cover new food products containing pulse ingredients launched on European markets over the last decade. This work brings original results informing on the diversity of pulse species used in food products, and on the technological features of these ingredients from whole-grain to ultra-processed uses (such as protein isolates). The parsing techniques we developed can be reused to analyse other ingredient lists. This method also makes it possible to assess marketed crop biodiversity in relation to how species diversity is represented in food products, as well as the level of complexity of food formulations. Hence, this work contributes towards providing more complete information on the characteristics of foodstuffs supplied on markets for both private and public stakeholders.
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spelling pubmed-90657232022-05-04 Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations Salord, Tristan Magrini, Marie-Benoît Cabanac, Guillaume Data Brief Data Article There is a lack of methods and tools to reveal robust information on the ingredients used in packaged foods. To tackle this challenge, we developed an original method to parse ingredient lists of packaged foods. We built a dataset of food product innovations with their parsed ingredient lists. We explain the parser algorithm used to provide this dataset; and a benchmark method assessing the performance of the parsing techniques applied on those food ingredient lists. The primary data we used to test and apply this method were retrieved from MINTEL-GNPD. These data cover new food products containing pulse ingredients launched on European markets over the last decade. This work brings original results informing on the diversity of pulse species used in food products, and on the technological features of these ingredients from whole-grain to ultra-processed uses (such as protein isolates). The parsing techniques we developed can be reused to analyse other ingredient lists. This method also makes it possible to assess marketed crop biodiversity in relation to how species diversity is represented in food products, as well as the level of complexity of food formulations. Hence, this work contributes towards providing more complete information on the characteristics of foodstuffs supplied on markets for both private and public stakeholders. Elsevier 2022-04-14 /pmc/articles/PMC9065723/ /pubmed/35515988 http://dx.doi.org/10.1016/j.dib.2022.108173 Text en © 2022 The Author(s). Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Data Article
Salord, Tristan
Magrini, Marie-Benoît
Cabanac, Guillaume
Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations
title Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations
title_full Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations
title_fullStr Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations
title_full_unstemmed Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations
title_short Packaged foods with pulse ingredients in Europe: A dataset of text-mined product formulations
title_sort packaged foods with pulse ingredients in europe: a dataset of text-mined product formulations
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065723/
https://www.ncbi.nlm.nih.gov/pubmed/35515988
http://dx.doi.org/10.1016/j.dib.2022.108173
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