Dataset containing comments and metadata information for multilabel predictions for different properties of comments.

The data has 216193 comments make on the just dance YouTube videos. It has metadata information about the date the comment was written and the number of “likes” it got. It also has 42 multilabel binary target label columns, referring to the category classification of the comment.

This dataset is a modification of Just Dance @ YouTube dataset curated by the COIMBRA university, For additional details about the dataset, please refer to the original source: https://www.kaggle.com/datasets/renatojmsantos/just-dance-on-youtube. Dataset used under the following license: https://creativecommons.org/licenses/by/4.0/

Original publication: R. Santos, J. P. Arrais and P. A. Silva, “Analysing Games for Health through Users’ Opinion Mining,” 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), Aveiro, Portugal, 2021, pp. 319-323, doi: 10.1109/CBMS52027.2021.00035.


load_data([data_format, as_train_test, ...])

Load and returns the Just Dance Comment Analysis dataset (multi-label classification).