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senti_ws

References:

pos-tagging

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:senti_ws/pos-tagging')
  • Description:
SentimentWortschatz, or SentiWS for short, is a publicly available German-language resource for sentiment analysis, and pos-tagging. The POS tags are ["NN", "VVINF", "ADJX", "ADV"] -> ["noun", "verb", "adjective", "adverb"], and positive and negative polarity bearing words are weighted within the interval of [-1, 1].
  • License: Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported License
  • Version: 1.1.0
  • Splits:
Split Examples
'train' 3471
  • Features:
{
    "word": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "pos-tag": {
        "num_classes": 4,
        "names": [
            "NN",
            "VVINF",
            "ADJX",
            "ADV"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

sentiment-scoring

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:senti_ws/sentiment-scoring')
  • Description:
SentimentWortschatz, or SentiWS for short, is a publicly available German-language resource for sentiment analysis, and pos-tagging. The POS tags are ["NN", "VVINF", "ADJX", "ADV"] -> ["noun", "verb", "adjective", "adverb"], and positive and negative polarity bearing words are weighted within the interval of [-1, 1].
  • License: Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported License
  • Version: 1.1.0
  • Splits:
Split Examples
'train' 3471
  • Features:
{
    "word": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentiment-score": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    }
}