What customer of Boston Air-BNB would tell us?

https://hostel.consulting/top-5-common-mistakes-hostels-make-with-airbnb/
CRISP-DM cycle

A- Business understanding:

B- Data Understanding:

Box-plot for price across date before removing outliers
Box-plot for price across date after removing outliers
distribution of price with time
Heat map for correlation between numerical values

D- Modeling & Evaluation

linear Regression model for predicted and Real Price
R score of test and train datasets
Random Forest Regression prediction
R score for Random forest Regression

F- Deploymet and Final Outcomes

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