City Economics🏙️ was one of my favorite courses, mainly because in this class, I engaged my full mental capacity and used interesting economic approaches, with the help of programming techniques, to discuss a very interesting question. The starting point of the question was ❓whether urban housing prices match consumption levels. By comparing the relative housing prices and relative consumption levels in Shanghai, I found that ❗relative housing prices were higher than relative consumption prices. To discuss the mechanism behind this issue, I attempted to 1️⃣present the results visually on a map and discovered that this phenomenon was particularly pronounced in the city center areas. Subsequently, I tried to2️⃣ propose a model to analyze the problem and attempted to 3️⃣fit some parameters through simple regression analysis. There is still ample room for progress in this research, and I hope to have the opportunity to complete it in the future. I must say, this is one of the most impressive academic works I have ever done.

Google Colaboratory

https://colab.research.google.com/drive/1Za4O9MGzUWzeuc9_ArJ4ee-0sf_kUjOl#scrollTo=2u8uJ8vdoB_d