An important thing to keep in mind is the default value for replace is FALSE when using rep_sample_n(). This is because when sampling 50 balls with a shovel, we are extracting 50 balls one-by-one without replacing them. This is in contrast to bootstrap resampling with replacement, where we resample a ball and put it back, and repeat this process 50 times.