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June 27, 2020 21:56
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Quickly filtering data for PTF
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| library(readr) | |
| library(skimr) | |
| library(dplyr) | |
| library(stringr) | |
| data <- readr::read_csv('data.csv') | |
| skimr::skim(data) | |
| data_cleaned <- data %>% filter(!stringr::str_detect(Page, "@powertofly\\.com")) %>% | |
| mutate(Registrations = | |
| case_when(stringr::str_detect(Page, "\\?show_confirmation") ~ 1, T ~ Registrations) ) | |
| write_csv(data_cleaned, "data_cleaned.csv") |
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