Question: Question 1: Write a Python code that imports the dataset and performs the classification analysis to group the neighborhoods into two classes: high value and

Question 1: Write a Python code that imports the dataset and performs the classification analysis to group the neighborhoods into two classes: high value and low value. The classes should be defined based on the median house value feature. The class with a median house value greater than or equal to the average of the median house value of all neighborhoods will be considered high value, while the class with a median house value less than the average of the median house value of all neighborhoods will be considered low value.

Answer should be in python.

Data set:

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