Using big data techniques to measure the performance of professional basketball teams

The following study is about big data analytics in basketball, intending to introduce the concept to Ecuador. Ecuador is one of many Latin American countries to lack a data analysis culture. Basketball organizations like the NBA have remarkable results utilizing this concept as they are the most pro...

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Hovedforfatter: Corella Parra, Brian Andrew (author)
Format: bachelorThesis
Sprog:eng
Udgivet: 2021
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Online adgang:http://repositorio.yachaytech.edu.ec/handle/123456789/324
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author Corella Parra, Brian Andrew
author_facet Corella Parra, Brian Andrew
author_role author
collection Repositorio Universidad Yachay Tech
dc.contributor.none.fl_str_mv Cuenca Pauta, Erick Eduardo
dc.creator.none.fl_str_mv Corella Parra, Brian Andrew
dc.date.none.fl_str_mv 2021-06-09T13:59:21Z
2021-06-09T13:59:21Z
2021-06
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://repositorio.yachaytech.edu.ec/handle/123456789/324
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Universidad de Investigación de Tecnología Experimental Yachay
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Yachay Tech
instname:Universidad Yachay Tech
instacron:Yachay
dc.subject.none.fl_str_mv Analítica de Big Data
Baloncesto
Ecuador
Perspectiva
Big Data Analytics
Basketball
Insights
dc.title.none.fl_str_mv Using big data techniques to measure the performance of professional basketball teams
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/bachelorThesis
description The following study is about big data analytics in basketball, intending to introduce the concept to Ecuador. Ecuador is one of many Latin American countries to lack a data analysis culture. Basketball organizations like the NBA have remarkable results utilizing this concept as they are the most prominent basketball league globally, competitively, and market-wise. Also, conventional basketball data still has a long way to put the game into numbers completely. Relatively, simple basketball events will be quantified to be included as part of the data. Basketball data is obtained from Ecuadorian sources to use for data analysis. Various state-of-the-art statistical methods are used to analyze basketball data to demonstrate the different results and insights. Results show many interpretations that coaches can make when presented with the help of 2 basketball experts in the country. Big Data Analytics can be introduced to the sports world in Ecuador to create a more competitive and objective league where players and coaches can learn and take away from the data and what it offers.
eu_rights_str_mv openAccess
format bachelorThesis
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network_name_str Repositorio Universidad Yachay Tech
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publishDate 2021
publisher.none.fl_str_mv Universidad de Investigación de Tecnología Experimental Yachay
reponame_str Repositorio Universidad Yachay Tech
repository.mail.fl_str_mv .
repository.name.fl_str_mv Repositorio Universidad Yachay Tech - Universidad Yachay Tech
repository_id_str 10284
spelling Using big data techniques to measure the performance of professional basketball teamsCorella Parra, Brian AndrewAnalítica de Big DataBaloncestoEcuadorPerspectivaBig Data AnalyticsBasketballInsightsThe following study is about big data analytics in basketball, intending to introduce the concept to Ecuador. Ecuador is one of many Latin American countries to lack a data analysis culture. Basketball organizations like the NBA have remarkable results utilizing this concept as they are the most prominent basketball league globally, competitively, and market-wise. Also, conventional basketball data still has a long way to put the game into numbers completely. Relatively, simple basketball events will be quantified to be included as part of the data. Basketball data is obtained from Ecuadorian sources to use for data analysis. Various state-of-the-art statistical methods are used to analyze basketball data to demonstrate the different results and insights. Results show many interpretations that coaches can make when presented with the help of 2 basketball experts in the country. Big Data Analytics can be introduced to the sports world in Ecuador to create a more competitive and objective league where players and coaches can learn and take away from the data and what it offers.El siguiente estudio trata sobre la analítica de big data en el baloncesto con el objetivo de introducirlo al país de Ecuador. Ecuador es uno de los muchos países latinoamericanos que carecen de una cultura de análisis de datos. Las organizaciones de baloncesto como la NBA tienen resultados notables al utilizar esto, ya que son la liga de baloncesto más grande del mundo, desde el punto de vista competitivo y del mercado. Además, los datos del baloncesto convencional todavía tienen un largo camino para cuantificar el juego en números. Relativamente, algunos eventos simples de baloncesto que no se cuantifican se cuantifican para incluirlos dentro de la data. Los datos de baloncesto se obtienen de fuentes ecuatorianas para utilizarlos en el análisis de datos. Se utilizan varios métodos estadísticos de última generación para analizar los datos de baloncesto para demostrar los diversos resultados, conocimientos e interpretaciones que se pueden hacer con ello. Los resultados muestran muchas interpretaciones que los entrenadores pueden hacer cuando se presenta este trabajo, y se realizó con la ayuda de 2 expertos en baloncesto del país. La analítica de big data puede introducirse en el mundo del deporte en Ecuador para crear una liga más competitiva y objetiva donde los jugadores y entrenadores puedan aprender y sacar mucho provecho de mirar los datos y lo que tienen para ofrecer.Ingeniero/a en Tecnologías de la InformaciónUniversidad de Investigación de Tecnología Experimental YachayCuenca Pauta, Erick Eduardo2021-06-09T13:59:21Z2021-06-09T13:59:21Z2021-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisapplication/pdfhttp://repositorio.yachaytech.edu.ec/handle/123456789/324enginfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad Yachay Techinstname:Universidad Yachay Techinstacron:Yachay2025-07-08T17:55:23Zoai:repositorio.yachaytech.edu.ec:123456789/324Institucionalhttps://repositorio.yachaytech.edu.ec/Universidad públicahttps://www.yachaytech.edu.ec/https://repositorio.yachaytech.edu.ec/oaiEcuador...opendoar:102842025-07-08T17:55:23falseInstitucionalhttps://repositorio.yachaytech.edu.ec/Universidad públicahttps://www.yachaytech.edu.ec/https://repositorio.yachaytech.edu.ec/oai.Ecuador...opendoar:102842025-07-08T17:55:23Repositorio Universidad Yachay Tech - Universidad Yachay Techfalse
spellingShingle Using big data techniques to measure the performance of professional basketball teams
Corella Parra, Brian Andrew
Analítica de Big Data
Baloncesto
Ecuador
Perspectiva
Big Data Analytics
Basketball
Insights
status_str publishedVersion
title Using big data techniques to measure the performance of professional basketball teams
title_full Using big data techniques to measure the performance of professional basketball teams
title_fullStr Using big data techniques to measure the performance of professional basketball teams
title_full_unstemmed Using big data techniques to measure the performance of professional basketball teams
title_short Using big data techniques to measure the performance of professional basketball teams
title_sort Using big data techniques to measure the performance of professional basketball teams
topic Analítica de Big Data
Baloncesto
Ecuador
Perspectiva
Big Data Analytics
Basketball
Insights
url http://repositorio.yachaytech.edu.ec/handle/123456789/324