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Datasets:
yelp
/
yelp_review_full

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
English
Size:
100K - 1M
ArXiv:
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
8
yelp_review_full
File size: 2,367 Bytes 
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{
    "yelp_review_full": {
        "description": "The Yelp reviews dataset consists of reviews from Yelp. It is extracted from the Yelp Dataset Challenge 2015 data.\nThe Yelp reviews full star dataset is constructed by Xiang Zhang (xiang.zhang@nyu.edu) from the above dataset.\nIt is first used as a text classification benchmark in the following paper: Xiang Zhang, Junbo Zhao, Yann LeCun.\nCharacter-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015).\n",
        "citation": "@inproceedings{zhang2015character,\n  title={Character-level convolutional networks for text classification},\n  author={Zhang, Xiang and Zhao, Junbo and LeCun, Yann},\n  booktitle={Advances in neural information processing systems},\n  pages={649--657},\n  year={2015}\n}\n",
        "homepage": "https://www.yelp.com/dataset",
        "license": "https://s3-media3.fl.yelpcdn.com/assets/srv0/engineering_pages/bea5c1e92bf3/assets/vendor/yelp-dataset-agreement.pdf",
        "features": {
            "label": {
                "names": [
                    "1 star",
                    "2 star",
                    "3 stars",
                    "4 stars",
                    "5 stars"
                ],
                "_type": "ClassLabel"
            },
            "text": {
                "dtype": "string",
                "_type": "Value"
            }
        },
        "task_templates": [
            {
                "task": "text-classification",
                "label_column": "label"
            }
        ],
        "builder_name": "yelp_review_full",
        "dataset_name": "yelp_review_full",
        "config_name": "yelp_review_full",
        "version": {
            "version_str": "1.0.0",
            "major": 1,
            "minor": 0,
            "patch": 0
        },
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            "train": {
                "name": "train",
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                "num_examples": 650000,
                "dataset_name": null
            },
            "test": {
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                "dataset_name": null
            }
        },
        "download_size": 322952369,
        "dataset_size": 521082742,
        "size_in_bytes": 844035111
    }
}