Data Preprocessing Questions
Data imputation using median is a technique in data preprocessing where missing values in a dataset are replaced with the median value of the available data. The median is the middle value in a sorted list of numbers, and it is less sensitive to outliers compared to the mean. By imputing missing values with the median, the overall distribution and central tendency of the data are preserved, reducing the impact of missing data on subsequent analysis or modeling.