slavaspirin / toronto-housing-price-prediction Goto Github PK

May I ask what kind of "real estate prices" is it predicting? In your Jupiter notebook there is a Final Prediction without any unit or context - what region and what time range for what type of housing is that value for?

I am sure if I carefully read through all your code I will be able to understand, but I just wish to get some easy pointers from you.

Thanks.

Hi,

You mentioned on your main page that "In order to avoid any confidentiality issues I have decided to recreate the project and use the similar techniques I used there but with the publicly available data. I took advantage of the Canadian government’s enforcement towards real estate companies to disclose their housing sales to the public.".

You also noted a "Handcrafted housing dataset (time horizon - 1 year)". May I ask how you went about creating this dataset? e.g. was it via web scraping, contacting various real estate companies, or otherwise?

Thank you!