Hybrid

library(tidyverse)
tuesdata <- tidytuesdayR::tt_load(2023, week = 08)

Bob Ross Paintings —> HIBRID - DAY 10

bob_ross <- tuesdata$bob_ross
bob_ross%>% names

df <- bob_ross%>%
  pivot_longer(cols=10:27,names_to = "color",values_to = "values")%>%
  select(color_hex,painting_index,painting_title,num_colors,color,season,episode)%>%
  distinct()

A hybrid boxplot

library(showtext)
# sysfonts::font_families_google()
sysfonts::font_add_google("Aclonica","Aclonica")
sysfonts::font_add_google("Alegreya Sans", "aleg")

# ?ggpol::geom_boxjitter()
library(ggpol)
set.seed(221)
showtext_auto()
df%>%
  filter(color%in%c("Black_Gesso","Burnt_Umber","Dark_Sienna"))%>%
  group_by(color)%>%
  ggplot(aes(x=painting_index,y=num_colors,group=color))+
  geom_boxjitter(aes(fill = color),
                 jitter.shape = 21, jitter.color = NA,
                 outlier.color = NA, errorbar.draw = TRUE) +
  scale_fill_manual(values = c("#000000", "#8A3324", "#5F2E1F")) +
  labs(title="Bob Ross Hybrid Color Paintings Variation",
       subtitle="",
       caption="DataSource: #TidyTuesday 2023 Week8 Bob Ross Paintings\nDataViz: Federica Gazzelloni #30DayChartChallenge 2023 Day10 - hybrid",
       x="Painting index",y="Variety of colors in the Painting",
       fill="Color")+
  theme_minimal()+
  theme(text = element_text(family = "aleg"))