Data Science, Probability, Statistics, Data Science Interview, Data Analysis.
check the distribution of our data and see whether outliers exist. If there are outliers, then choosing the mean to fill the missing values would introduce bias in our data and that’s not something that we want to achieve. If we have outliers in our data, using the median to fill the missing values