df %>%
# theoretical_age: age of person based on birth
mutate(theoretical_age = floor(as.numeric(birth %--% today(), "years"))) # get age in whole years
# Define the date formats
formats <- c("%Y-%m-%d", "%B %d, %Y")
# Convert dates to the same format
df %>%
mutate(date_column_cleaned = parse_date_time(date_column, formats))