Repo to analyze the house prices in California over the years. The data has been obtained from https://www.kaggle.com/camnugent/california-housing-prices.
The housing prices depend highly on the closeness to the ocean. This is shown using a barplot and a pivot table:
Certain variables show high correlations among each other, which is a plus point to this analysis:
A detailed explanation is provided in the codes where we do the exploratory data analysis and build a model to find the best price for a house.