Medical-Commons
Medical-Commons is the largest dataset of medical content under free licenses or open data program collected by Pleias.
It includes three different collection:
- International scientific collection of 2M articles from OpenAlex.
- French scientific collection of XM articles, reports and PhD theses from French institutional repositories.
- Administration collection from health and medical agencies, for now limited to France but with a planned Europe-wide expansion.
The repositories give access to the complete available metadata as well as a sample of ressources.
OpenAlex Collection Statistics
Overview
This section presents detailed statistics for the OpenAlex collection within the Medical-Commons dataset. This international scientific collection represents just one of the three collections in Medical-Commons, containing 2.6 million medical articles under free licenses or open data programs.
OpenAlex Collection Statistics
| Metric | Value (OpenAlex Collection Only) |
|---|---|
| Total Papers | 2,623,673 |
| Total Words | 21,328,187,404 |
| Average Words per Paper | 8,129.1 |
Top 10 Medical Subfields in OpenAlex Collection
| Subfield | Papers in OpenAlex | % of OpenAlex Total | Words in OpenAlex | Avg Words per Paper |
|---|---|---|---|---|
| Epidemiology | 239,307 | 9.12% | 2,104,074,798 | 8,792.5 |
| Public Health, Environmental and Occupational Health | 237,052 | 9.04% | 1,993,696,484 | 8,410.0 |
| Surgery | 218,569 | 8.33% | 1,562,899,038 | 7,150.0 |
| Pulmonary and Respiratory Medicine | 188,053 | 7.17% | 1,485,806,299 | 7,901.0 |
| Oncology | 186,583 | 7.11% | 1,355,465,028 | 7,265.0 |
| Infectious Diseases | 162,401 | 6.19% | 1,362,069,806 | 8,386.5 |
| Physiology | 147,703 | 5.63% | 1,308,562,705 | 8,859.4 |
| Cardiology and Cardiovascular Medicine | 112,962 | 4.31% | 969,602,006 | 8,583.4 |
| Radiology, Nuclear Medicine and Imaging | 105,846 | 4.03% | 928,390,321 | 8,771.1 |
| Pediatrics, Perinatology and Child Health | 102,518 | 3.91% | 764,365,895 | 7,455.9 |
OpenAlex Collection Distribution Visualization
French Open Administrative Data
| Catégorie | Documents | Mots | Example |
|---|---|---|---|
| Sécurité Sociale et Soutien | 183 370 | 98 154 084 | forum-assures.ameli.fr |
| Services d'Information sur les Addictions | 113 140 | 48 008 481 | alcool-info-service.fr |
| Institutions et Agences Médicales | 100 760 | 189 827 776 | ansm.sante.fr |
| Sujets de Santé Spécialisés | 91 186 | 122 716 315 | e-cancer.fr |
| Portails Gouvernementaux de Santé | 62 026 | 250 630 040 | sante.gouv.fr |
| Total | 550 482 | 709 336 696 | - |
French Open Administrative Data
