how did you upload the dataset? its missing the dataset_infos.json which will contain the feature definition etc.
If this file is available on your computer - upload that too, otherwise create it. Checkout the file for the dataset used in that example. The feature information you are looking for is part of the infos.json file which is missing in your repo.