Code from project by Yan Holtz
You can find here only translated code, please refer original text
(require '[clojisr.v1.r :as r :refer [r+ r* r r->clj clj->r bra colon]] '[clojisr.v1.require :refer [require-r]] '[clojisr.v1.applications.plotting :refer [plot->file]])(require-r '[base :as base :refer [$ <-]] '[utils :as u] '[stats :as stats] '[graphics :as g] '[grDevices :as dev] '[tidyverse] '[dplyr :as dplyr] '[tidyr :as tidyr] '[ggplot2 :as gg] '[ggExtra :as gge] '[viridis :as viridis] '[extrafont] '[hrbrthemes :as th] '[datasets :refer :all])WARNING: To use hrbrthemes you may want to:
extrafont::font_import() or (r.extrafont/font_import)hrbrthemes::import_roboto_condensed() or (th/import_roboto_condensed)(r.extrafont/loadfonts :quiet true)(base/set-seed 7337)(def data (u/read-table "https://raw.githubusercontent.com/holtzy/data_to_viz/master/Example_dataset/1_OneNum.csv" :header true))(plot->file (str target-path "a.png") (r+ (gg/ggplot (dplyr/filter data '(< price 300))) (gg/aes :x 'price) (gg/geom_density :fill "#69b3a2" :color "#e9ecef" :alpha 0.8)))(plot->file (str target-path "b.png") (r+ (gg/ggplot (dplyr/filter data '(< price 300))) (gg/aes :x 'price) (gg/geom_density :fill "#69b3a2" :color "#e9ecef" :alpha 0.8) (gg/ggtitle "Night price distribution of Airbnb appartements") (th/theme_ipsum_rc)))(plot->file (str target-path "c.png") (let [data (base/data-frame :var1 (stats/rnorm 1000) :var2 (stats/rnorm 1000 :mean 2))] (r+ (gg/ggplot data (gg/aes :x 'x)) (gg/geom_density (gg/aes :x 'var1 :y '..density..) :fill "#69b3a2") (gg/geom_label (gg/aes :x 4.5 :y 0.25 :label "variable1") :color "#69b3a2") (gg/geom_density (gg/aes :x 'var2 :y '-..density..) :fill "#404080") (gg/geom_label (gg/aes :x 4.5 :y -0.25 :label "variable2") :color "#404080") (th/theme_ipsum_rc) (gg/xlab "value of x"))))(plot->file (str target-path "d.png") (r+ (gg/ggplot :data gg/diamonds (gg/aes :x 'price :group 'cut :fill 'cut)) (gg/geom_density :adjust 1.5) (th/theme_ipsum_rc)))(plot->file (str target-path "e.png") (r+ (gg/ggplot :data gg/diamonds (gg/aes :x 'price :group 'cut :fill 'cut)) (gg/geom_density :adjust 1.5 :alpha 0.4) (th/theme_ipsum_rc)))(def data (-> "https://raw.githubusercontent.com/zonination/perceptions/master/probly.csv" (u/read-table :header true :sep ",") (tidyr/gather :key "text" :value "value") (dplyr/mutate :text '(gsub "\\\\." " " text)) (dplyr/mutate :value '(round (as.numeric value) 0)) (dplyr/filter '(%in% text ["Almost No Chance" "About Even" "Probable" "Almost Certainly"]))))(plot->file (str target-path "f.png") (let [annot (base/data-frame :text ["Almost No Chance" "About Even" "Probable" "Almost Certainly"] :x [5 53 65 79] :y [0.15 0.4 0.06 0.1])] (r+ (gg/ggplot data (gg/aes :x 'value :color 'text :fill 'text)) (gg/geom_density :alpha 0.6) (viridis/scale_fill_viridis :discrete true) (viridis/scale_color_viridis :discrete true) (gg/geom_text :data annot (gg/aes :x 'x :y 'y :label 'text :color 'text) :hjust 0 :size 4.5) (th/theme_ipsum_rc) (gg/theme :legend.position "none") (gg/xlab "") (gg/ylab "Assigned Probability (%)"))))(plot->file (str target-path "g.png") (r+ (gg/ggplot :data gg/diamonds (gg/aes :x 'price :group 'cut :fill 'cut)) (gg/geom_density :adjust 1.5) (th/theme_ipsum_rc) (gg/facet_wrap '(formula nil cut)) (gg/theme :legend.position "none" :panel.spacing (gg/unit 0.1 "lines") :axis.ticks.x (gg/element_blank))))(plot->file (str target-path "h.png") (r+ (gg/ggplot :data gg/diamonds (gg/aes :x 'price :group 'cut :fill 'cut)) (gg/geom_density :adjust 1.5 :position "fill") (th/theme_ipsum_rc)))(u/head mtcars) mpg cyl disp hp drat wt qsec vs am gear carbMazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4Mazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4Datsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1Hornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1Hornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2Valiant 18.1 6 225 105 2.76 3.460 20.22 1 0 3 1(def marginal-plot (r+ (gg/ggplot mtcars (gg/aes :x 'wt :y 'mpg :color 'cyl :size 'cyl)) (gg/geom_point) (gg/theme :legend.position "none")))(plot->file (str target-path "i.png") (gge/ggMarginal marginal-plot :type "density"))(plot->file (str target-path "j.png") (gge/ggMarginal marginal-plot :margins "x" :color "purple" :size 4))