Animating a scatterplot
Your task is to create an animated bubble chart of the state-level housing price index against real GDP from 1997 to 2017. Can you see the impact of the recession on the housing market?
The us_economy
data set and plotly
are already loaded into your R session.
This exercise is part of the course
Intermediate Interactive Data Visualization with plotly in R
Exercise instructions
- Create an animated scatterplot over the years with
gdp
on the x-axis andhouse_price
on the y-axis. - Color the markers by
region
. - Make the diameter of the markers proportional to the
population
.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Create an animated bubble chart of house_price against gdp
us_economy %>%
___(x = ___, y = ___) %>%
___(size = ___, color = ___,
frame = ___, ids = ___,
marker = ___(___ = ___))