v1 — 2026-08-14 — 36,165,993 records

.gitattributes

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README.md

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+---
+pretty_name: ORKG Core Domain Classifier — Metadata
+license: mit
+language:
+  - en
+task_categories:
+  - text-classification
+size_categories:
+  - 10M<n<100M
+tags:
+  - orkg
+  - core
+  - scholarly
+  - research-domains
+dataset_info:
+  features:
+    - name: id
+      dtype: string
+    - name: predicted_domain
+      dtype: string
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: data/classifications.csv
+---
+
+# ORKG Core Domain Classifier — Metadata
+
+Update Date: 2026-08-14
+
+Research-domain labels produced by the ORKG **Core Domain Classifier** for documents in the
+[CORE](https://core.ac.uk/) corpus — one row per document.
+
+The classifier that produces this file lives at [https://gitlab.com/TIBHannover/orkg/nlp/experiments/core-domain-classifier](https://gitlab.com/TIBHannover/orkg/nlp/experiments/core-domain-classifier).
+This card and the CSV are written by `python -m app.publish_to_hf` in that repository, so
+please do not edit them by hand.
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("MikeACedric/Domain_Classifier_Dataset", split="train")
+```
+
+## Schema
+
+| Column | Description |
+|--------|-------------|
+| `id` | document id — a plain CORE id (`100000028`) or a prefixed one (`TIBKAT:1738662721`) |
+| `predicted_domain` | research domain assigned by the classifier |
+
+## 📊 Current Stats — `v1` (2026-08-14)
+
+### Total Classified Records: 36,165,993
+
+| Classification Label | Count | Percentage (%) |
+|----------------------|-------|----------------|
+| Arts and Humanities | 3,747,673 | 10.36% |
+| Engineering | 1,350,298 | 3.73% |
+| Life Sciences | 1,094,088 | 3.03% |
+| Physical Sciences and Mathematics | 478,428 | 1.32% |
+| Social and Behavioral Sciences | 8,558,981 | 23.67% |
+| Aerospace Engineering | 285,799 | 0.79% |
+| Biomedical Engineering and Bioengineering | 3,785,745 | 10.47% |
+| Chemical Engineering | 449,235 | 1.24% |
+| Civil and Environmental Engineering | 756,662 | 2.09% |
+| Computer Engineering | 927,788 | 2.57% |
+| Computational Engineering | 397,170 | 1.10% |
+| Electrical Engineering and Information Technology | 787,669 | 2.18% |
+| Electrical and Computer Engineering | 492,351 | 1.36% |
+| Energy Process Engineering | 187,236 | 0.52% |
+| Engineering Science and Materials | 686,304 | 1.90% |
+| Materials Engineering | 119,792 | 0.33% |
+| Materials Science and Engineering | 124,398 | 0.34% |
+| Mechanical Engineering | 160,379 | 0.44% |
+| Nanoscience and Nano Technology | 44,928 | 0.12% |
+| Nuclear Engineering | 69,837 | 0.19% |
+| Operations Research, Systems Engineering and Industrial Engineering | 478,981 | 1.32% |
+| Production Technology | 33,845 | 0.09% |
+| Plastics Engineering | 59,174 | 0.16% |
+| American Studies | 196,444 | 0.54% |
+| Classics | 81,754 | 0.23% |
+| Educational Research | 436,443 | 1.21% |
+| English Language and Literature | 64,280 | 0.18% |
+| Religion | 155,769 | 0.43% |
+| History | 754,428 | 2.09% |
+| History of Art, Architecture and Archaelogy | 535,872 | 1.48% |
+| Language, Societies and Cultures | 66,794 | 0.18% |
+| Literary Studies | 205,343 | 0.57% |
+| Musicology | 58,240 | 0.16% |
+| Philosophy | 154,873 | 0.43% |
+| Animal Sciences | 118,309 | 0.33% |
+| Agriculture, Forestry and Veterinary Medicine | 551,161 | 1.52% |
+| Biochemistry, Biophysics, and Structural Biology | 135,244 | 0.37% |
+| Bioinformatics | 34,713 | 0.10% |
+| Biotechnolgy | 47,664 | 0.13% |
+| Public Health | 425,637 | 1.18% |
+| Systems Biology | 35,571 | 0.10% |
+| Physiology | 79,317 | 0.22% |
+| Nutrition | 24,909 | 0.07% |
+| Nursing Pharmacology, Toxicology and Environmental Health | 120,944 | 0.33% |
+| Neuroscience and Neurobiology | 240,019 | 0.66% |
+| Microbiology | 100,818 | 0.28% |
+| Medicine | 611,792 | 1.69% |
+| Immunology and Infectious diseases | 328,183 | 0.91% |
+| Genetics and Genomics | 71,737 | 0.20% |
+| Forestry and Forest Sciences | 116,406 | 0.32% |
+| Entomology Food Science | 83,011 | 0.23% |
+| Ecology and Evolutionary Biology | 214,486 | 0.59% |
+| Cell and Developmental Biology | 35,923 | 0.10% |
+| Water Research | 126,559 | 0.35% |
+| Statistics and Probability | 49,888 | 0.14% |
+| Polymer Research | 12,799 | 0.04% |
+| Statistical Physics, Soft Matter, Biological Physics, Nonlinear Dynamics | 20,789 | 0.06% |
+| Physics | 811,931 | 2.25% |
+| Particles, Nuclei and Fields | 29,343 | 0.08% |
+| Optics, Quantum Optics and Physics of Atoms, Molecules and Plasmas | 48,712 | 0.13% |
+| Oceanography and Atmospheric Sciences and Meteorology | 231,389 | 0.64% |
+| Mineralogy, Petrology and Geochemistry | 12,759 | 0.04% |
+| Oceanography | 14,485 | 0.04% |
+| Mathematics | 385,402 | 1.07% |
+| Computer Sciences | 694,799 | 1.92% |
+| Earth Sciences | 362,275 | 1.00% |
+| Applied Mathematics | 19,946 | 0.06% |
+| Chemistry | 92,369 | 0.26% |
+| Chemical Solid State and Surface Research | 6,722 | 0.02% |
+| Astrophysics and Astronomy | 194,406 | 0.54% |
+| Urban Studies and Planning | 182,082 | 0.50% |
+| Sociology | 6,903 | 0.02% |
+| Social and Cultural Anthropology and Ethnology | 77,358 | 0.21% |
+| Social Sciences | 351,725 | 0.97% |
+| Political Science | 142,979 | 0.40% |
+| Psychology | 82,157 | 0.23% |
+| Public Affairs, Public Policy and Public Administration | 200,675 | 0.55% |
+| Linguistics | 23,261 | 0.06% |
+| Jurisprudence | 31,086 | 0.09% |
+| Economics | 354,046 | 0.98% |
+| Communication Sciences | 201,885 | 0.56% |
+| Agricultural and Resource Economics | 26,270 | 0.07% |
+| Comparative Literature | 106,734 | 0.30% |
+| Language, Socieities and Cultures | 101,414 | 0.28% |
+
+## 🕓 Revision History
+
+| Version | Update Date | Records | Change |
+|---------|-------------|---------|--------|
+| `v1` | 2026-08-14 | 36,165,993 | first release |

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