ウェブ・オブ・サイエンス

参考文献:

WOS5736

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:web_of_science/WOS5736')
  • 説明： 
The Web Of Science (WOS) dataset is a collection of data  of published papers
available from the Web of Science. WOS has been released in three versions: WOS-46985, WOS-11967 and WOS-5736. WOS-46985 is the
full dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.

Web of Science Dataset WOS-5736: This dataset contains 5,736 documents with 11 categories which include 3 parents categories.
  • ライセンス: 不明なライセンス
  • バージョン: 6.0.0
  • 分割:
スプリット例
'train' 5736
  • 特徴： 
{
    "input_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label_level_1": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label_level_2": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

WOS11967

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:web_of_science/WOS11967')
  • 説明： 
The Web Of Science (WOS) dataset is a collection of data  of published papers
available from the Web of Science. WOS has been released in three versions: WOS-46985, WOS-11967 and WOS-5736. WOS-46985 is the
full dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.

Web of Science Dataset WOS-11967: This dataset contains 11,967 documents with 35 categories which include 7 parents categories.
  • ライセンス: 不明なライセンス
  • バージョン: 6.0.0
  • 分割:
スプリット例
'train' 11967
  • 特徴： 
{
    "input_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label_level_1": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label_level_2": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

WOS46985

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:web_of_science/WOS46985')
  • 説明： 
The Web Of Science (WOS) dataset is a collection of data  of published papers
available from the Web of Science. WOS has been released in three versions: WOS-46985, WOS-11967 and WOS-5736. WOS-46985 is the
full dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.

Web of Science Dataset WOS-46985: This dataset contains 46,985 documents with 134 categories which include 7 parents categories.
  • ライセンス: 不明なライセンス
  • バージョン: 6.0.0
  • 分割:
スプリット例
'train' 46985
  • 特徴： 
{
    "input_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label_level_1": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label_level_2": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}