Datasets:

Pepere45
/

spanish-enfermeria-corpus

language:
  - es
tags:
  - spanish
  - nlp
  - nursing
  - medical
  - historical
license: other
pretty_name: Spanish Nursing Corpus
size_categories:
  - 1K<n<10K

Spanish Nursing Corpus

Historical Spanish-language content collected via the Wayback Machine (Internet Archive).

Dataset Summary

Language: Spanish (es)
Sources: enfermeria21.com, todoenfermeria.es, codem.es and more
Period: 2005-2023
Topics: enfermería, cuidados, protocolos, urgencias, UCI...
License: Public archive snapshots. Verify rights before commercial use.

Features

Each record includes automatic labeling:

topics: detected topic tags
region: inferred geographic region (espana_general, cataluna, andalucia, madrid...)
era: linguistic era (web_1_0, pre_social, social_media, movil_first, ia_era)
sentiment: positivo / neutro / negativo
sentiment_score: sentiment intensity -1.0 to +1.0
quality_score: document quality 0–100
readability_score: Flesch readability adapted for Spanish
lexical_density: vocabulary richness 0–1
word_count: total word count
entities: detected flags (has_prices, has_dates, has_quotes...)
content_hash: MD5 deduplication fingerprint
captured_at: original capture date
source_domain: origin website
wayback_url: Internet Archive snapshot URL

Use Cases

Nursing AI assistant training
Clinical protocol NLP
Healthcare Spanish NLP
Nursing education AI

Data Collection

Content was collected from the Internet Archive's Wayback Machine using an automated pipeline with:

Respectful crawling delays (2–6 seconds between requests)
Automatic quality filtering (minimum quality score 70/100)
MD5-based deduplication
Spanish language detection

Contact

For bulk licensing, custom datasets or research collaborations: contact via Hugging Face profile.

Citation

If you use this dataset in your research, please cite:

@dataset{pepere45_spanish_enfermeria_corpus,
  author = {Pepere45},
  title = {Spanish Nursing Corpus},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/Pepere45/spanish-enfermeria-corpus}
}