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: 16882747
num_examples: 31093
- name: test
num_bytes: 3616160
num_examples: 6663
- name: val
num_bytes: 3660956
num_examples: 6662
download_size: 9894349
dataset_size: 24159863
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
- split: val
path: data/val-*
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) |