$35-40 an hour is well within the range of a "that sounds fun to grab my friends and mess around with it for a few hours on the weekend" budget!
Especially if you can use spot instances or a cheaper cloud host.
But I guess without the weights, the floor for this is several thousand dollars to play around with.
Do you know if the data set is being released?