The title says it all, I have a large dataset that consists of factory and latitude and longitude, and among others. some of the factories I find have identical lat long although their name slightly different. How can I combine rows of factories that have the same lat-long in R?
mill | latitude | longitude | ID |
---|---|---|---|
a. | 12.34. | 7.86. | NA |
A. | 12.34. | 7.86. | 4 |
b | 47.56. | 27.07. | 5. |
The output I am looking for is:
mill | latitude | longitude | ID |
---|---|---|---|
A. | 12.34. | 7.86. | 4 |
b. | 47.56. | 27.07. | 5 |
Base R
aggregate(.~latitude+longitude,df,tail,1)
latitude longitude mill ID
1 12.34 7.86 A. 4
2 47.56 27.07 b 5
We can use
library(dplyr)
df1 %>%
arrange(latitude, longitude, is.na(ID)) %>%
distinct(latitude, longitude, .keep_all = TRUE)
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