[英]How to plot data points at particular location in a map in R
I have a dataset that looks like this: 我有一个如下所示的数据集:
LOCALITY numbers
1 Airoli 72
2 Andheri East 286
3 Andheri west 208
4 Arya Nagar 5
5 Asalfa 7
6 Bandra East 36
7 Bandra West 72
I want to plot bubbles (bigger the number bigger would be the bubble) inside the map of mumbai for each location in dataset. 我想在孟买地图内为数据集中的每个位置绘制气泡(气泡数量越大,气泡越大)。
I loaded the map of mumbai using 'maps' library but now I am not sure on how to plot these in the map. 我使用'maps'库加载了孟买地图,但现在我不确定如何在地图中绘制这些。 Is it possible to do in R ? R可以吗?
I used this to load the map: 我用它来加载地图:
library(ggmap)
library(mapproj)
maps <- get_map(location = 'Mumbai', zoom = 12)
ggmap(maps)
This should get you headed in the right direction, but be sure to check out the examples pointed out by @Jaap in the comments. 这应该让你朝着正确的方向前进,但一定要查看评论中@Jaap指出的例子。
library(ggmap)
map <- get_map(location = "Mumbai", zoom = 12)
df <- data.frame(location = c("Airoli",
"Andheri East",
"Andheri West",
"Arya Nagar",
"Asalfa",
"Bandra East",
"Bandra West"),
values = c(72, 286, 208, 5, 7, 36, 72),
stringsAsFactors = FALSE)
locs_geo <- geocode(df$location)
df <- cbind(df, locs_geo)
df
# location values lon lat
# 1 Airoli 72 72.99348 19.15793
# 2 Andheri East 286 72.87270 19.11549
# 3 Andheri West 208 72.82766 19.13632
# 4 Arya Nagar 5 80.32170 26.48341
# 5 Asalfa 7 72.89514 19.10023
# 6 Bandra East 36 72.84935 19.06053
# 7 Bandra West 72 72.83625 19.06069
ggmap(map) +
geom_point(data = df, aes(x = lon, y = lat, size = values))
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