README.md

metadata

license: apache-2.0
task_categories:
  - text-classification
pretty_name: VAERS outcomes
dataset_info:
  features:
    - name: id
      dtype: int64
    - name: text
      dtype: string
    - name: labels
      sequence: float64
  splits:
    - name: train
      num_bytes: 849924893
      num_examples: 1270444
    - name: test
      num_bytes: 181502505
      num_examples: 272238
    - name: val
      num_bytes: 182246251
      num_examples: 272238
  download_size: 561810063
  dataset_size: 1213673649
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
      - split: val
        path: data/val-*
language:
  - en
tags:
  - medical
size_categories:
  - 1M<n<10M

This data set contains VAERS SYMPTOM_TEXT records paired with a list of potential outcomes.

Source Data

Data originates from VAERS.

Encoding

The label column comprises a 7-length binary array that comprises the following values:

Name	Meaning	VAERS originating field
DIED	Whether the patient died	DIED
ER_VISIT	Whether the patient has presented at an ER/ED	ER_VISIT and ER_ED_VISIT (depending on version)
HOSPITAL	True if the patient was admitted to hospital	HOSPITAL
OFC_VISIT	Whether the patient presented at a doctor's office	OFC_VISIT
X_STAY	True if the patient's existing hospital admission was prolonged in a manner attributed by the reporter to the report event	X_STAY
DISABLE	True if the patient continued, at the time of report, to experience a disability attributed by the reporter to the report event	DISABLE
D_PRESENTED	A derived field, D_PRESENTED is true if the patient presented at ER, a doctor's office or hospital. Automatically true if X_STAY is true.	None (derived field)