inst/doc/inspect_sgics.R

In trustmebro: Inspect and Clean Subject-Generated ID Codes and Related Data

## ----include = FALSE----------------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

## ----setup, message=FALSE-----------------------------------------------------
library(trustmebro)
library(dplyr)

## -----------------------------------------------------------------------------
sailor_students

## -----------------------------------------------------------------------------
sailor_students %>% 
  mutate(structure_check = 
           inspect_characterid(
             sgic, pattern = "^[A-Za-z]{3}[0-9]{4}$")) %>%
  select(sgic, structure_check)

## -----------------------------------------------------------------------------
sailor_students %>% 
  mutate(birthdate_check = 
           inspect_birthdaymonth(sgic)) %>%
  select(sgic, birthdate_check)

## -----------------------------------------------------------------------------
sailor_students %>% 
  mutate(school_check = 
           inspect_numberid(school, 5)) %>%
  select(school, school_check)

## -----------------------------------------------------------------------------
recode_gender <- c(Male = "M", Female = "F")

## -----------------------------------------------------------------------------
sailor_students %>% 
  mutate(gender_check = 
           inspect_valinvec(gender, recode_gender)) %>%
  select(gender, gender_check)

## -----------------------------------------------------------------------------
sailor_students %>% find_dupes(school, sgic, gender) %>%
  select(school, sgic, gender, has_dupes)