Incomplete Housing Listings

Our goal is to develop a predictive model for housing prices in Seattle. We have gathered data from 100,000 property sales over the last three years. However, approximately 20% of these entries lack information on square footage. What strategies can we employ to address this missing data and ensure our model's accuracy?