Mapas interactivos: una herramienta para el análisis exploratorio de datos ético

 

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Autor: Soto-Rojas, Cristina
Médium: artículo original
Stav:Versión publicada
Datum vydání:2022
Popis:When starting the exploratory data analysis of a new project, we usually review the structure of the variables, the distribution, variance, we perform normality tests, but are we checking if they are ethical? It is not always corroborated that the data does not fall into some kind of discrimination, and many times it is not easy to verify this either. The use of interactive maps is proposed to verify possible geospatial biases in the data, as an addition to the exploratory analysis of the data, to evaluate this ethical aspect.
Země:Portal de Revistas TEC
Instituce:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
Jazyk:Español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/6232
On-line přístup:https://revistas.tec.ac.cr/index.php/tec_marcha/article/view/6232
Klíčové slovo:Interactve maps
ethic
exploratory data analysis
leaflet
R
Mapas interactivos
ética
análisis exploratorio de datos