hope_edi

References:

• Code
• Huggingface

english

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:hope_edi/english')

• Description:

A Hope Speech dataset for Equality, Diversity and Inclusion (HopeEDI) containing user-generated comments from the social media platform YouTube with 28,451, 20,198 and 10,705 comments in English, Tamil and Malayalam, respectively, manually labelled as containing hope speech or not.

• License: Creative Commons Attribution 4.0 International Licence
• Version: 1.0.0
• Splits:

• Features:

{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "Hope_speech",
            "Non_hope_speech",
            "not-English"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

tamil

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:hope_edi/tamil')

• Description:

A Hope Speech dataset for Equality, Diversity and Inclusion (HopeEDI) containing user-generated comments from the social media platform YouTube with 28,451, 20,198 and 10,705 comments in English, Tamil and Malayalam, respectively, manually labelled as containing hope speech or not.

• License: Creative Commons Attribution 4.0 International Licence
• Version: 1.0.0
• Splits:

• Features:

{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "Hope_speech",
            "Non_hope_speech",
            "not-Tamil"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

malayalam

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:hope_edi/malayalam')

• Description:

A Hope Speech dataset for Equality, Diversity and Inclusion (HopeEDI) containing user-generated comments from the social media platform YouTube with 28,451, 20,198 and 10,705 comments in English, Tamil and Malayalam, respectively, manually labelled as containing hope speech or not.

• License: Creative Commons Attribution 4.0 International Licence
• Version: 1.0.0
• Splits:

• Features:

{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "Hope_speech",
            "Non_hope_speech",
            "not-malayalam"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}