Created
July 20, 2018 14:51
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Using babynames package to illustrate complex data sharing
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library(babynames) | |
library(tidyverse) | |
set.seed(8746) | |
snames <- sample(babynames$name, 14) | |
unames <- snames[11:14] | |
snames <- snames[1:10] | |
Agency1 <- data_frame(Person = c(sample(snames, 5), unames[1]), | |
Agency1 = "X") %>% | |
arrange(Person) | |
Agency2 <- data_frame(Person = c(sample(snames, 6), unames[2]), | |
Agency2 = "X") %>% | |
arrange(Person) | |
Agency3 <- data_frame(Person = c(sample(snames, 6), unames[3]), | |
Agency3 = "X") %>% | |
arrange(Person) | |
Agency4 <- data_frame(Person = c(sample(snames, 8), unames[4]), | |
Agency4 = "X") %>% | |
arrange(Person) | |
Agency1_Agency2 <- inner_join(Agency1, Agency2) | |
Agency1_Agency3 <- inner_join(Agency1, Agency3) | |
Agency1_Agency4 <- inner_join(Agency1, Agency4) | |
Agency2_Agency3 <- left_join(Agency2, Agency3) | |
Agency4_Agency3 <- left_join(Agency4, Agency3) | |
Agency1_Agency2_Agency3 <- inner_join(Agency1, Agency2_Agency3) | |
Agency1_Agency4_Agency3 <- inner_join(Agency1, Agency4_Agency3) | |
option_0 <- full_join(Agency1_Agency2, Agency1_Agency4) %>% full_join(Agency1_Agency3) %>% select(Person, Agency1, Agency2, Agency4, Agency3) | |
option_1 <- full_join(Agency1_Agency2_Agency3, Agency1_Agency4_Agency3) %>% select(Person, Agency1, Agency2, Agency4, Agency3) | |
option_2 <- full_join(Agency1_Agency2_Agency3, Agency1_Agency4) %>% select(Person, Agency1, Agency2, Agency4, Agency3) |
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