Heat map alternatives
There are several alternatives to heat maps. The best choice really depends on the data and the story you want to tell with this data. If there is a time component, the most obvious choice is a line plot.
This exercise is part of the course
Intermediate Data Visualization with ggplot2
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# The heat map we want to replace
# Don't remove, it's here to help you!
ggplot(barley, aes(x = year, y = variety, fill = yield)) +
geom_tile() +
facet_wrap( ~ site, ncol = 1) +
scale_fill_gradientn(colors = brewer.pal(9, "Reds"))
# Using barley, plot yield vs. year, colored and grouped by variety
___ +
# Add a line layer
___ +
# Facet, wrapping by site, with 1 row
facet_wrap( ~ site, nrow = 1)