This repository is a solution to one of the Kaggle competitions (House Prices - Advanced Regression Techniques) The dataset provided includes 79 explanatory variables describes almost every aspect of residential homes in Ames, Iowa.
You can find the dataset here: https://www.kaggle.com/competitions/house-prices-advanced-regression-techniques/data
I have used multiple data visualization techniques. On the basis of that, I have applied KNN Imputer and Regression model to train the data.