'Assigned data `geom` must be compatible with existing data
I am trying to create a simple map of the total number of collisions by county. I will pool the collision across species and then make the fill color dependent on the number of collisions per 1,000 residents. This formula is used for collisions scaled:
collisions_scaled= (n_collisions × 1000)/ population
Here is the code I have tried
df %>%
st_as_sf() %>%
group_by(county_id, species) %>%
summarise(
n_collisions = n(),
collisions_scaled = (n_collisions * 1000)/county_population_2020,
.groups = 'drop') %>%
ggplot() +
geom_sf(data = wildlife_collisions,
aes(fill = collisions_scaled)) +
theme_void()
but I kept getting this error message:
Error:
! Assigned datageom
must be compatible with existing data.
x Existing data has 40015 rows.
x Assigned data has 505 rows.
i Only vectors of size 1 are recycled.
Where am I missing something? What is wrong with my code? I have been on this for over 3 hours. Note that I have used this in a previous way and it worked. Here is the way I used it.
df %>%
st_as_sf() %>%
group_by(county_id, species) %>%
summarise(
total = n(), .groups = 'drop') %>%
ggplot() +
geom_sf(aes(fill = species)) +
theme_void()
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