Tokyo metropolitan area rent data

The original real estate rent data provided by At Home Co., Ltd.(Tokyo, Japan) cannot be made publicly available due to the data disclosing policy of the data owner. Therefore, we provide a part of the dataset recorded on 8000 properties. The dependent variable, rent per square meter of properties, was transformed logarithmically and the explanatory variables, the attributes of properties, were also transformed logarithmically and then normalized to mean 0 and variance 1. Noises were added to the geographic coordinates of the data.