In addition to my family and friends, I want to thank

• all my clients. I always learn new perspectives for houses and needs from you! No matter if we reached a deal in the end, the experiences are unforgettable.
• my colleagues and peers in real estate industry. You are help making peoples' dream come true! you are also creating data for every house you listed.
• open source data scientists and developers. No matter you are a pythonista or a R guru, no matter you are a statistician or a machine learning engineer, I learn a lot and use open source packages everyday to gain insights from data.

Now, back to data, the following graph shows the supply in housing market every month in the last two years. We are going to those quiet months!

Now with less supply in December (see the graph below) we plan to spend more time on analyzing real estate data. More to come!

If you need to consult or use a real estate agent, please contact Boston data realty.