Lessons learned in working with this dataset:
- In
ggplot
, the coordinate labels are also flipped after using coord_flip()
(i.e. xlab
specifies the y-axis label, and vice-versa)
- Looking up latitude/longitude entries using Geocoding from
tmaptools
- Downloading base maps (and picking the right bounding box/zoom level) using ggmap
- Plotting locations on a map
By far, most of the rescues are for cats, with birds as the second most rescued, and dogs the third.

Cats need rescuing all over the place!
## Warning: Removed 2 rows containing missing values (geom_point).

Most bird rescues seem centered near the center of London (darker purple)
## Warning: Removed 2 rows containing missing values (geom_point).

There are far fewer dog rescues, but they’re more geographically widespread like the cat rescues
## Warning: Removed 2 rows containing missing values (geom_point).

There seem to be a lot of foxes living (and rescued!) even in the center of London. (The larger dots represent rescues where the location wasn’t exactly known, and was guessed)
## Warning: Removed 2 rows containing missing values (geom_point).
