Publications by Juan Salamanca
Trajetorias dataset. Preliminary visualization
Reference: Rorato, A.C., Dal’Asta, A.P., Lana, R.M. et al. Trajetorias: a dataset of environmental, epidemiological, and economic indicators for the Brazilian Amazon. Sci Data 10, 65 (2023). https://doi.org/10.1038/s41597-023-01962-1. Data source: https://zenodo.org/records/7098053. Structure of the dataset The Trajetorias dataset contains data...
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Demostración de la creación de un mapa con ggmap
Mapa simple Mapa de Cali Diagrama de puntos con las estaciones del MIO Mapa de Cali con las estaciones del MIO y los poligonos de los clusters...
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Ejemplo reducción dimensiones
Diagrama de dispersion library(ggplot2) # Cargamos los datos EmojisFood <- read.csv("~/Desktop/univalle/EjerciciosReduccionDimensiones/EmojisFood.csv") ddispersion <- ggplot(EmojisFood,aes(EmojisFood$Calories..kcal., EmojisFood$Carbohydrates..g.)) ddispersion <- ddispersion + geom_point() + geom_label(aes(label=EmojisFood$name)) ddispersion <- ...
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Analysis of clustering consistency of paired sessions - June 22, 2024
Sessions 01098 and 01099. Morning of June 22, 2024. ## [1] "RESULTS: Clustering consistency: 0.977 (Estimated with Hamming distance). Participant accuracy to attractor duting the journey: 0.937 Correlation between the gap between attractors and the mean distance between bikes: 0.924" Sessions 01098 and 01099. Morning of June 22, 2024. ## [1] "RE...
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Analysis of clustering consistency of paired sessions - June 15, 2024
Sessions 01067 and 01068. Morning of June 15, 2024. ## [1] "RESULTS: Clustering consistency: 0.985 (Estimated with Hamming distance). Participant accuracy to attractor duting the journey: 0.899 Correlation between the gap between attractors and the mean distance between bikes: 0.853" Sessions 01069 and 01070. Morning of June 15, 2024. ## [1] "RE...
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Analysis of clustering consistency of paired sessions - June 8, 2024
Sessions 01021 and 01022. Morning of June 8, 2024. ## [1] "RESULTS: Clustering consistency: 0.998 (Estimated with Hamming distance). Participant accuracy to attractor duting the journey: 0.837 Correlation between the gap between attractors and the mean distance between bikes: 0.924"...
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Analysis of clustering consistency of paired sessions - June 29, 2024
Sessions 01122 and 01123. Morning of June 29, 2024. ## [1] "RESULTS: Clustering consistency: 0.971 (Estimated with Hamming distance). Participant accuracy to attractor duting the journey: 0.78 Correlation between the gap between attractors and the mean distance between bikes: 0.789" Sessions 01124 and 01125. Morning of June 29, 2024. ## [1] "RES...
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tst
Paired Sessions 01122 - 01123 | June 29, 2024 | Morning ## num [1:64] 0 63.84 52.3 7.01 33.71 ... Plots Bikes on route Proximities dendrogram Proximities heatmap Move the slide to see the changes in the map above, dendrogram, and heatmap...
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Swarm Attractors Data June 29th, Morning, 2024
Journeys 01121 Data collection all together - TRAINING 01122 Data collection group A. Three people. 5.3 m/s 01123 Data collection group A. Three people. 5.6 m/s 01124 Data collection group B. Three people. 6.0 m/s 01125 Data collection group B. Three people. 5.3 m/s 01126 Data collection all together. 5.5 m/s 01127 Data collection all together. 6....
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Swarm Attractors Data June 29th, Afternoon, 2024
Journeys 01128 Data collection all together - TRAINING 01129 Data collection group A. Three people. 5.3 m/s 01130 Failed 01131 Data collection group A. Three people. 5.6 m/s 01132 Failed 01133 Failed 01134 Data collection all together. 5.5 m/s 01135 ? 01136 ? 01137 Data collection all together. 6.0 m/s 01138 Data collection all together. 5.3 m/s ...
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