Dermatology

API Access

Access dataset files directly from scripts, code, or AI agents.

Browse dataset files

Dataset Files

Each file has a stable URL (r-link) that you can use directly in scripts, apps, or AI agents. These URLs are permanent and safe to hardcode.

/core/dermatology/

├ README.md

https://datahub.io/core/dermatology/_r/-/README.md

├ data/dermatology.csv

https://datahub.io/core/dermatology/_r/-/data/dermatology.csv

└ datapackage.json

https://datahub.io/core/dermatology/_r/-/datapackage.json

Key Files

Start with these files — they give you everything you need to understand and access the dataset.

datapackage.json— metadata & schema

https://datahub.io/core/dermatology/_r/-/datapackage.json

README.md— documentation

https://datahub.io/core/dermatology/_r/-/README.md

Typical Usage

1. Fetch datapackage.json to inspect schema and resources
2. Download data resources listed in datapackage.json
3. Read README.md for full context

Data Previews

dermatology

Loading data...

Schema

name	type	format	description
erythema	integer	default	0,1,2,3
scaling	integer	default	0,1,2,3
definite_borders	integer	default	0,1,2,3
itching	integer	default	0,1,2,3
koebner_phenomenon	integer	default	0,1,2,3
polygonal_papules	integer	default	0,1,2,3
follicular_papules	integer	default	0,1,2,3
oral_mucosal_involvement	integer	default	0,1,2,3
knee_and_elbow_involvement	integer	default	0,1,2,3
scalp_involvement	integer	default	0,1,2,3
family_history	integer	default	0,1
melanin_incontinence	integer	default	0,1,2,3
eosinophils_in_the_infiltrate	integer	default	0,1,2,3
pnl_infiltrate	integer	default	0,1,2,3
fibrosis_of_the_papillary_dermis	integer	default	0,1,2,3
exocytosis	integer	default	0,1,2,3
acanthosis	integer	default	0,1,2,3
hyperkeratosis	integer	default	0,1,2,3
parakeratosis	integer	default	0,1,2,3
clubbing_of_the_rete_ridges	integer	default	0,1,2,3
elongation_of_the_rete_ridges	integer	default	0,1,2,3
thinning_of_the_suprapapillary_epidermis	integer	default	0,1,2,3
spongiform_pustule	integer	default	0,1,2,3
munro_microabcess	integer	default	0,1,2,3
focal_hypergranulosis	integer	default	0,1,2,3
disappearance_of_the_granular_layer	integer	default	0,1,2,3
vacuolisation_and_damage_of_basal_layer	integer	default	0,1,2,3
spongiosis	integer	default	0,1,2,3
saw-tooth_appearance_of_retes	integer	default	0,1,2,3
follicular_horn_plug	integer	default	0,1,2,3
perifollicular_parakeratosis	integer	default	0,1,2,3
inflammatory_monoluclear_inflitrate	integer	default	0,1,2,3
band-like_infiltrate	integer	default	0,1,2,3
age	integer	default
class	integer	default	1,2,3,4,5,6

Data Files

File	Description	Size	Last modified	Download
dermatology		26.7 kB	3 months ago	dermatology

Files	Size	Format	Created	Updated	License	Source
1	26.7 kB	csv		about 2 months ago	Open Data Commons Public Domain Dedication and Licence (PDDL)	OpenML - dermatology

This dataset contains instances of dermatology cancer occurrences.

Data

This dataset was found on OpenML - dermatology

Original owners:

Nilsel Ilter, M.D., Ph.D., Gazi University, School of Medicine 06510 Ankara, Turkey
H. Altay Guvenir, PhD., Bilkent University, Department of Computer Engineering and Information Science, 06533 Ankara, Turkey

Donor:

H. Altay Guvenir, Bilkent University, Department of Computer Engineering and Information Science, 06533 Ankara, Turkey

Data is located in directory data

data/dermatology.csv

Attribute information

Class

1: psoriasis
2: seboreic dermatitis
3: lichen planus
4: pityriasis rosea
5: cronic dermatitis
6: pityriasis rubra pilaris

Family history:

1: if any of these diseases has been observed in the family
0: otherwise

Age:

Represents the age of the patient

All other attributes:

0: feature not present
1, 2 indicate the relative intermediate values
3 indicates the largest amount possible

Preparation

Scripts are in directory scripts

scripts/main.py

Licence

Licensed under the Public Domain Dedication and Licence (assuming either no rights or public domain licence in source data).