Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Sub-tasks:
multi-class-classification
Size:
1K - 10K
Daniel Duckworth
commited on
Commit
•
585983d
1
Parent(s):
b45a3ee
Update ISCO ESCO Occupations Taxonomy dataset
Browse files
isco_esco_occupations_taxonomy.py
CHANGED
@@ -1,10 +1,7 @@
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from
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from
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import pandas as pd
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import csv
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import json
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import os
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import datasets
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logger = datasets.logging.get_logger(__name__)
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@@ -17,7 +14,13 @@ taxonomy dataset, consisting of occupation groups from ISCO, \
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occupations from ESCO and definitions.
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"""
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#
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_LICENSE = """\
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By accessing ISCO ESCO Occupations Taxonomy Dataset, you indicate that you agree to the terms and conditions associated with their use. Please read the IEA Disclaimer and License Agreement for full details. [Disclaimer_and_License_Agreement.pdf (iea.nl)](https://www.iea.nl/sites/default/files/data-repository/Disclaimer_and_License_Agreement.pdf)
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"""
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@@ -25,9 +28,12 @@ By accessing ISCO ESCO Occupations Taxonomy Dataset, you indicate that you agre
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_HOMEPAGE = "https://iea.nl"
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_URL = "./data"
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_URLS = {
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"isco_taxonomy": _URL + "/isco_taxonomy.jsonl",
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"isco_occupations": _URL + "/isco_occupations.jsonl",
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}
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@@ -69,7 +75,7 @@ class IscoTaxonomy(datasets.GeneratorBasedBuilder):
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{
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"text": datasets.features.Value("string"),
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"labels": datasets.features.ClassLabel(
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names_file=
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),
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}
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)
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@@ -78,7 +84,7 @@ class IscoTaxonomy(datasets.GeneratorBasedBuilder):
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{
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"text": datasets.features.Value("string"),
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"labels": datasets.features.ClassLabel(
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names_file=
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),
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# These are the features of your dataset like images, labels ...
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}
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from datasets.utils import file_utils
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from pathlib import Path
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import json
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import os
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import datasets
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logger = datasets.logging.get_logger(__name__)
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occupations from ESCO and definitions.
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"""
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# Define the path to the labels directory
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_LABELS_DIR = Path(__file__).parent / "labels"
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# Check if the labels directory exists, and create it if it doesn't
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if not _LABELS_DIR.exists():
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_LABELS_DIR.mkdir()
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_LICENSE = """\
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By accessing ISCO ESCO Occupations Taxonomy Dataset, you indicate that you agree to the terms and conditions associated with their use. Please read the IEA Disclaimer and License Agreement for full details. [Disclaimer_and_License_Agreement.pdf (iea.nl)](https://www.iea.nl/sites/default/files/data-repository/Disclaimer_and_License_Agreement.pdf)
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"""
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_HOMEPAGE = "https://iea.nl"
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_URL = "./data"
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_LABELS_URL = str(_LABELS_DIR / "isco_codes.txt")
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# Alternative option is https://huggingface.co/datasets/ICILS/isco_esco_occupations_taxonomy/raw/main/labels/isco_codes.txt
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_URLS = {
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"isco_taxonomy": _URL + "/isco_taxonomy.jsonl",
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"isco_occupations": _URL + "/isco_occupations.jsonl",
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"isco_labels": _LABELS_URL,
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}
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{
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"text": datasets.features.Value("string"),
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"labels": datasets.features.ClassLabel(
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names_file=os.path.join(_LABELS_URL)
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),
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}
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)
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{
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"text": datasets.features.Value("string"),
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"labels": datasets.features.ClassLabel(
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names_file=os.path.join(_LABELS_URL)
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),
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# These are the features of your dataset like images, labels ...
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}
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