Created
April 24, 2019 10:16
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library(tidyverse) | |
library(RecordLinkage) | |
df <- data.frame(name = c("Agent Peggy Carter", "Peggy Carter", "Outro Nome"), | |
sum = 1:3) %>% | |
mutate_if(is.factor, as.character) | |
# Comparando sempre o nome anterior | |
df %>% | |
mutate(dist = levenshteinSim(name, lag(name, default = "")), | |
final_name = ifelse(dist > 0.5, lag(name), name)) %>% | |
group_by(final_name) %>% | |
summarise(sum_final = sum(sum)) | |
# OU, de forma mais generalizada (comparando todos com todos) | |
dists <- df$name %>% | |
purrr::map_dfr( | |
~{data.frame(dist = levenshteinSim(.x, str1 = df$name), | |
name = .x) } | |
) | |
dists$or_name <- df$name | |
dists$sum <- df$sum | |
dists %>% | |
group_by(dist) %>% | |
slice(1) %>% | |
mutate(final_name = ifelse(dist > 0.5, name, or_name)) %>% | |
group_by(final_name) %>% | |
summarise(sum_final = sum(sum)) | |
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