kanvas-ai / artindex

Art Index
GNU General Public License v3.0
0 stars 0 forks source link

Develop prediction model for art index performance #29

Open kaljuvee opened 1 year ago

kaljuvee commented 1 year ago

https://docs.google.com/document/d/1qGkF_Gh42P1BihsJC9hCLSdhWegzZ23vSLz5SfChbl4/edit?usp=sharing

1/ Develop Prophet model on Art Index: Clone the branch https://github.com/kanvas-ai/artindex/tree/haus-release Add Prediction part on all pages for Historical Performance data only 5 years out Add the graph from Prophet and call it ‘Art Index Performance Prediction Make some comments on how high the Index will be 5 years from now

kaljuvee commented 1 year ago

@manelreghima

A few changes: 1/ find out what is the meaning of the y-axis (eg is it an average of sales? probably) 2/ find out why the actuals on the main graph (2001 = 4k EUR) don't match on the actuals on the prediction graph (2011 = 2k eur) 3/ Get rid of data before 2001 on the prediction graph (we don't have any actuals before 2001)