Hi @dlehman,
you can’t have missing values in the features or the target! I fixed it and it works fine.
KNIME workflow for video_fixed.knwf (3.5 MB)
The Scorer tells you how good your model is,

but you have also some views in the regression node:

or
Just experiment a bit or look at other tutorials (there are a ton) about linear regression.
Have a good weekend,
Paul
