Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-class-classification
Source Datasets:
European Commission ESCO
| pretty_name: ISCO-ESCO Occupations Taxonomy | |
| dataset_info: | |
| - config_name: default | |
| features: | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 1140361 | |
| num_examples: 40147 | |
| download_size: 1019906 | |
| dataset_size: 1140361 | |
| - config_name: isco_occupations | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: labels | |
| dtype: | |
| class_label: | |
| names: | |
| '0': '0' | |
| '1': '01' | |
| '2': '011' | |
| '3': '0110' | |
| '4': '02' | |
| '5': '021' | |
| '6': '0210' | |
| '7': '03' | |
| '8': '031' | |
| '9': '0310' | |
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| '13': '1111' | |
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| '34': '1321' | |
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| splits: | |
| - name: train | |
| num_bytes: 248076 | |
| num_examples: 7018 | |
| - name: validation | |
| num_bytes: 248076 | |
| num_examples: 7018 | |
| download_size: 458547 | |
| dataset_size: 496152 | |
| - config_name: isco_taxonomy | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: labels | |
| dtype: | |
| class_label: | |
| names: | |
| '0': '0' | |
| '1': '1' | |
| '2': '2' | |
| '3': '3' | |
| '4': '4' | |
| '5': '5' | |
| '6': '6' | |
| '7': '7' | |
| '8': '8' | |
| '9': '9' | |
| splits: | |
| - name: train | |
| num_bytes: 1422420 | |
| num_examples: 3017 | |
| - name: validation | |
| num_bytes: 1422420 | |
| num_examples: 3017 | |
| download_size: 8654054 | |
| dataset_size: 2844840 | |