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metadata
pretty_name: TEA  Pathogen Identifier & Strain Tagger
tags:
  - biomedical
  - microbiology
  - pathogens
  - strains
  - full-text
  - named-entity-recognition
task_categories:
  - token-classification
language:
  - en
license:
  - mit
  - cc-by-4.0
  - cc-by-sa-4.0
  - cc-by-nc-4.0
  - cc-by-nc-sa-4.0
size_categories:
  - 1K<n<10K
dataset_info:
  - config_name: pathogens
    features:
      - name: hash
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
            names:
              '0': O
              '1': B-COMM
              '2': I-COMM
              '3': B-PROB
              '4': I-PROB
              '5': B-OPPO
              '6': I-OPPO
              '7': B-NEGA
              '8': I-NEGA
              '9': B-STRA
              '10': I-STRA
              '11': B-PATH
              '12': I-PATH
      - name: locations
        dtype: string
      - name: license
        dtype: string
      - name: license_version
        dtype: string
      - name: license_url
        dtype: string
      - name: attribution_text
        dtype: string
    splits:
      - name: train
        num_bytes: 50995544
        num_examples: 505
    download_size: 11318610
    dataset_size: 50995544
  - config_name: strains
    features:
      - name: hash
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
            names:
              '0': O
              '1': B-STRA
              '2': I-STRA
              '3': B-SPEC
              '4': I-SPEC
              '5': B-NEGA
              '6': I-NEGA
      - name: locations
        dtype: string
      - name: license
        dtype: string
      - name: license_version
        dtype: string
      - name: license_url
        dtype: string
      - name: attribution_text
        dtype: string
    splits:
      - name: train
        num_bytes: 41153821
        num_examples: 400
    download_size: 8836267
    dataset_size: 41153821
configs:
  - config_name: pathogens
    description: Curated human microbial pathogen entities
    data_files:
      - split: train
        path: pathogens/train-*
    default: true
  - config_name: strains
    description: Curated microbial strain and species entities
    data_files:
      - split: train
        path: strains/train-*

Dataset Summary

TEA – Pathogen Identifier & Strain Tagger is a curated biomedical corpus with
505 full-text articles curated for human microbial pathogens and 400 articles on microbial strains.
Over 3,500 entity spans are annotated in IOB2 format.

Usage

from datasets import load_dataset
pathogens_ds = load_dataset("tznurmin/tea_curated", "pathogens", split="train")
strains_ds = load_dataset("tznurmin/tea_curated", "strains", split="train")
print(pathogens_ds[152])
print(len(strains_ds))

More information

https://github.com/tznurmin/TEA_curated_data