Twemoji Dataset

Collection of 13M tweets divided into training, validation, and test sets for the purposes of predicting emoji based on text and/or images.
The data provides the tweet status ID and the emoji annotations associated with it. In the case of image-containing subsets, the image URL is also listed.
The Full, unbalanced dataset consists of a random test and validation sets of 1M tweets, with the remainder in the training set.
The Balanced testset is a subset of the test set chosen to improve emoji class balance.
The Image subsets are image-containing tweets.
Finally, emoji_map_1791.csv provides information regarding the emoji labels and potential metadata.