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Cities
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library(tidyverse) | |
library(stringi) | |
library(stringr) | |
df <- tibble::tribble( | |
~id, ~response, | |
1, "Paris to Berlin blah blah blah", | |
2, "Hello there stuff berlin London to Madrid berlini-Stuff Dover", | |
3, "Białystok to Port-au-Prince", | |
4, "I went to Saudi", | |
5, "I went to Saudi arabia" | |
) | |
cities <- c("Paris", "Berlin", "London", "Madrid", "Dover(-Foxcroft)?", | |
"Bialystok", "Port-au-Prince", "Beijing", "Saudi( Arabia)?") | |
codes_rex <- "\\b(BOS|CDG|LAX)((?:-(BOS|CDG|LAX))+)\\b" | |
stri_match_all_regex("BOS-CDG-LAX and other stuff", codes_rex) | |
cities_rx <- str_c("(?i)\\b(", str_c(cities, collapse = "|"), ")\\b") | |
df_ <- df %>% | |
mutate(response = stri_trans_general(response, "latin-ascii")) %>% | |
mutate(cities = str_extract_all(response, cities_rx)) %>% | |
select(id, cities) %>% | |
unnest %>% | |
mutate(cities = str_to_title(cities)) | |
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