| --- |
| task_categories: |
| - text-classification |
| license: cc0-1.0 |
| language: |
| - en |
| pretty_name: Emoji Suggestion Dataset |
| --- |
| # AutoTrain Dataset for project: emoji-v3 |
|
|
| ## Dataset Description |
|
|
| This dataset has been automatically processed by AutoTrain for project emoji-v3. |
|
|
| The dataset this was trained on has had it's emoji's replaced with the unicode characters rather than an index, which required a seperate file to map the indices to. |
| The dataset was further modified in the following ways: |
| * The "US" emoji was removed, as it serves very little purpose in general conversation. |
| * The dataset was deduped |
| * The amount of times each emoji appears in the dataset is more or less even to all the others; preventing the model from becoming heavily biased on the emojis that appear more often in training data. |
|
|
| Based on: |
| https://huggingface.co/datasets/adorkin/extended_tweet_emojis |
|
|
| ### Languages |
|
|
| The BCP-47 code for the dataset's language is unk. |
|
|
| ## Dataset Structure |
|
|
| ### Data Instances |
|
|
| A sample from this dataset looks as follows: |
|
|
| ```json |
| [ |
| { |
| "text": "CONGRATULATIONS MY LIL KIMCHI!!!! so excited to see what God has in store for you two \u2026", |
| "target": 5 |
| }, |
| { |
| "text": "Let the jingle bell rock #dare2livefree #theabundancevibe @ Jack London Square", |
| "target": 4 |
| } |
| ] |
| ``` |
|
|
| ### Dataset Fields |
|
|
| The dataset has the following fields (also called "features"): |
|
|
| ```json |
| { |
| "text": "Value(dtype='string', id=None)", |
| "target": "ClassLabel(names=['\u2600', '\u2639\ufe0f', '\u2728', '\u2764', '\ud83c\udf84', '\ud83d\udc95', '\ud83d\udc99', '\ud83d\udc9c', '\ud83d\udca2', '\ud83d\udcaf', '\ud83d\udcf7', '\ud83d\udcf8', '\ud83d\udd25', '\ud83d\ude01', '\ud83d\ude02', '\ud83d\ude09', '\ud83d\ude0a', '\ud83d\ude0d', '\ud83d\ude0e', '\ud83d\ude14', '\ud83d\ude18', '\ud83d\ude1c', '\ud83d\ude20', '\ud83d\ude21', '\ud83d\ude24', '\ud83d\ude29', '\ud83d\ude2d', '\ud83d\ude33', '\ud83d\ude43', '\ud83d\ude44', '\ud83d\ude48'], id=None)" |
| } |
| ``` |
|
|
| ### Dataset Splits |
|
|
| This dataset is split into a train and validation split. The split sizes are as follow: |
|
|
| | Split name | Num samples | |
| | ------------ | ------------------- | |
| | train | 2046 | |
| | valid | 515 | |
