You need to validate that your y variable actually follows a normal distribution. While since it is a Kaggle dataset,it will follow the assumption,but in general it is a bad practice to not validate.

An easy way is to plot the price and check.

df.price.plot()

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Connecting the Dots.

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Aashay Sachdeva

Aashay Sachdeva

Connecting the Dots.

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