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Insights and predictions about Calgary's housing market, based on data analysis and machine learning models.
Interestingly, the median income in 2005 was 43.1k (Adjusted for inflation), and the median house price was 206.5k, while in 2022 the median price for a house was 396k with a median income of 48k.
Training the model on RandomForestRegressor, the model has an R-squared value of 0.999.
The graph shows the most important features driving the median house price.