Analytics, Data Science, Real Estate, Machine Learning, Xgboost.
though, some machine learning algorithms can handle missing data, it’s always better to handle it manually, because there might be smarter ways to fill this NaNs. For filling in the missing values I used a few techniques: Filling with zero In this dataset, when there is a NaN, most of the times