参考文献:
タイトルジャンル分類
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:blbooksgenre/title_genre_classifiction')
- 説明：
This dataset contains metadata for resources belonging to the British Library’s digitised printed books (18th-19th century) collection (bl.uk/collection-guides/digitised-printed-books).
This metadata has been extracted from British Library catalogue records.
The metadata held within our main catalogue is updated regularly.
This metadata dataset should be considered a snapshot of this metadata.
- ライセンス: CC0 1.0 ユニバーサル パブリック ドメイン
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 1736年 |
- 特徴：
{
"BL record ID": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"label": {
"num_classes": 2,
"names": [
"Fiction",
"Non-fiction"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
注釈付き_生
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:blbooksgenre/annotated_raw')
- 説明：
This dataset contains metadata for resources belonging to the British Library’s digitised printed books (18th-19th century) collection (bl.uk/collection-guides/digitised-printed-books).
This metadata has been extracted from British Library catalogue records.
The metadata held within our main catalogue is updated regularly.
This metadata dataset should be considered a snapshot of this metadata.
- ライセンス: CC0 1.0 ユニバーサル パブリック ドメイン
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 4398 |
- 特徴：
{
"BL record ID": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Dates associated with name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Type of name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Role": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"All names": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Variant titles": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Series title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Number within series": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Country of publication": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Place of publication": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Publisher": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Date of publication": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Edition": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Physical description": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Dewey classification": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"BL shelfmark": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Topics": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Genre": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Languages": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Notes": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"BL record ID for physical resource": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"classification_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"user_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"subject_ids": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_date_pub": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_normalised_date_pub": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_edition_statement": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_FAST_genre_terms": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_FAST_subject_terms": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_comments": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_main_language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_other_languages_summaries": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_summaries_language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_translation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_original_language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_publisher": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_place_pub": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_country": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Link to digitised book": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotated": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"Type of resource": {
"num_classes": 2,
"names": [
"Monograph",
"Serial"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"created_at": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"annotator_genre": {
"num_classes": 4,
"names": [
"Fiction",
"Can't tell",
"Non-fiction",
"The book contains both Fiction and Non-Fiction"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
生
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:blbooksgenre/raw')
- 説明：
This dataset contains metadata for resources belonging to the British Library’s digitised printed books (18th-19th century) collection (bl.uk/collection-guides/digitised-printed-books).
This metadata has been extracted from British Library catalogue records.
The metadata held within our main catalogue is updated regularly.
This metadata dataset should be considered a snapshot of this metadata.
- ライセンス: CC0 1.0 ユニバーサル パブリック ドメイン
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 55343 |
- 特徴：
{
"BL record ID": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Dates associated with name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Type of name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Role": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"All names": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Variant titles": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Series title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Number within series": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Country of publication": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Place of publication": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Publisher": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Date of publication": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Edition": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Physical description": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Dewey classification": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"BL shelfmark": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Topics": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Genre": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Languages": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"Notes": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"BL record ID for physical resource": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"classification_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"user_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"subject_ids": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_date_pub": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_normalised_date_pub": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_edition_statement": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_FAST_genre_terms": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_FAST_subject_terms": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_comments": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_main_language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_other_languages_summaries": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_summaries_language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_translation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_original_language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_publisher": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_place_pub": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_country": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Link to digitised book": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotated": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"Type of resource": {
"num_classes": 3,
"names": [
"Monograph",
"Serial",
"Monographic component part"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"created_at": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"annotator_genre": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}