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## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----setup-------------------------------------------------------------------- library(scrutiny) ## ----------------------------------------------------------------------------- pigs4 ## ----------------------------------------------------------------------------- pigs4 %>% duplicate_count() ## ----------------------------------------------------------------------------- pigs4 %>% duplicate_count() %>% audit() ## ----------------------------------------------------------------------------- pigs4 %>% duplicate_count_colpair() ## ----------------------------------------------------------------------------- pigs4 %>% duplicate_count_colpair() %>% audit() ## ----------------------------------------------------------------------------- pigs4 %>% duplicate_tally() ## ----------------------------------------------------------------------------- pigs4 %>% duplicate_tally() %>% audit()