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# S Extra info -------------------------------------------------------------
# Extra Tip
Colors <- rainbow( 5 )
Breaks <- c(0, 1, 3, 5, 7, 10) 
p <-
  ggplot(a, aes(x = x, y =y)) +
  annotation_custom(g, xmin= -0.5 , xmax= 1.25, ymin= -0.25, ymax= 1.25) +
  stat_density2d(data= a, 
                 aes(x= x, y=y , fill = factor( cut(..level.. , breaks =   c(0, 1, 3, 5, 7, 10)) ) ), # Transform levels to factor and deffine the breaks...
                 size= 10, bins= 50, geom='polygon') +
  geom_point(data= a, aes(x=x, y=y),         
             color="black", position=position_jitter(w=0.01,h=0.01), alpha=0.1) +
  
  theme_bw() +
  scale_fill_manual(values =  Colors , breaks = Breaks, guide = F)  +   # We lost the guide
  xlim(0, 1) +
  ylim(0, 1)


print(p)

jpeg(filename = "Happy with density plot by ranges.jpeg", res = 100,
     width = 18, height =10 ,units =  "cm")
print(p)
dev.off()
# annotation_custom(g, xmin= -Inf , xmax=Inf, ymin=-Inf, ymax=Inf) # Así ocupa todo
# S Extra info -------------------------------------------------------------