Dataset: COVID-19 Vaccine Adverse Reactions (VAERS) Dataset

About this Dataset

COVID-19 Vaccine Adverse Reactions (VAERS) Dataset

Context

Data is collected from VAERS website and preprocessed which contains Pfizer/BionTech, Moderna and Johnson & Johnson (Janssen) vaccines. Details in dataset includes Covid-19 symptoms, Age, Gender, Life-threatening illness, Allergies, Vaccination dates, Doses, Hospitalizatin, Recovery Status, Death, Vaccine Manufacturer, and many more information.

List of features

Feature Desription

VAERS_ID VAERS: Identification Number
SYMPTOM1: Adverse Event MedDRA Term 1
SYMPTOMVERSION: MedDRA dictionary version number 1
SYMPTOM2: Adverse Event MedDRA Term 1
SYMPTOMVERSION2: MedDRA dictionary version number 2
SYMPTOM3: Adverse Event MedDRA Term 3
SYMPTOMVERSION3: MedDRA dictionary version number 3
SYMPTOM4: Adverse Event MedDRA Term 4
SYMPTOMVERSION4: MedDRA dictionary version number 4
SYMPTOM5: Adverse Event MedDRA Term 5
SYMPTOMVERSION5: MedDRA dictionary version number 5
VAX_TYPE: Administered Vaccine Type
VAX_MANU: Vaccine Manufacturer
VAX_LOT: Manufacturer's Vaccine Lot
VAX_DOSE_SERIES: Number of doses administered
VAX_ROUTE: Vaccination Route
VAX_SITE: Vaccination Site
VAX_NAME: Vaccination Name
RECVDATE: Date report was received
STATE: State
AGE_YRS: Age in Years
CAGE_YR: Calculated age of patient in years
CAGE_MO: Calculated age of patient in months
SEX: Sex
RPT_DATE: Date Form Completed
SYMPTOM_TEXT: Reported symptom text
DIED: Died
DATEDIED: Date of Death
L_THREAT: Life-Threatening Illness
ER_VISIT: Emergency Room or Doctor Visit
HOSPITA: Hospitalized
HOSPDAYS: Number of days Hospitalized
X_STAY: Prolongation of Existing Hospitalization
DISABLE: Disability
RECOVD: Recovered
VAX_DATE: Vaccination Date
ONSET_DATE: Adverse Event Onset Date
NUMDAYS: Number of days (Onset date - Vax. Date)
LAB_DATA: Diagnostic laboratory data
V_ADMINBY: Type of facility where vaccine was administered
V_FUNDBY: Type of funds used to purchase vaccines
OTHER_MEDS: Other Medications
CUR_ILL: Illnesses at time of vaccination
HISTORY: Chronic or long-standing health conditions
PRIOR_VAX: Prior Vaccination Event information
SPLTTYPE: Manufacturer/Immunization Project Report Number
FORM_VERS: VAERS form version 1 or 2
TODAYS_DATE: Form Completed
BIRTH_DEFECT: Congenital anomaly or birth defect
OFC_VISIT: Doctor or other healthcare provider office/clinic visit
ER_ED_VISIT: Emergency room/department or urgent care
ALLERGIES: Allergies to medications,food, or other products

For more in depth detail of features see https://vaers.hhs.gov/docs/VAERSDataUseGuide_November2020.pdf

Vaccine Adverse Event Reporting System (VAERS)

VAERS is a passive reporting system, meaning it relies on individuals to send in reports of their experiences to CDC and FDA. VAERS is not designed to determine if a vaccine caused a health problem, but is especially useful for detecting unusual or unexpected patterns of adverse event reporting that might indicate a possible safety problem with a vaccine. This way, VAERS can provide CDC and FDA with valuable information that additional work and evaluation is necessary to further assess a possible safety concern.
Website: https://vaers.hhs.gov/

VAERS Data Guide

https://vaers.hhs.gov/docs/VAERSDataUseGuide_November2020.pdf

Tables

Features

@kaggle.landfallmotto_covid19_vaccine_adverse_reactions_vaers_dataset.features

3.61 KB
52 rows
2 columns


CREATE TABLE features (
  "feature" VARCHAR,
  "desription" VARCHAR
);

Vaers Jan Nov 2021

@kaggle.landfallmotto_covid19_vaccine_adverse_reactions_vaers_dataset.vaers_jan_nov_2021

244.74 MB
890836 rows
52 columns


CREATE TABLE vaers_jan_nov_2021 (
  "vaers_id" BIGINT,
  "symptom1" VARCHAR,
  "symptomversion1" DOUBLE,
  "symptom2" VARCHAR,
  "symptomversion2" DOUBLE,
  "symptom3" VARCHAR,
  "symptomversion3" DOUBLE,
  "symptom4" VARCHAR,
  "symptomversion4" DOUBLE,
  "symptom5" VARCHAR,
  "symptomversion5" DOUBLE,
  "vax_type" VARCHAR,
  "vax_manu" VARCHAR,
  "vax_lot" VARCHAR,
  "vax_dose_series" VARCHAR,
  "vax_route" VARCHAR,
  "vax_site" VARCHAR,
  "vax_name" VARCHAR,
  "recvdate" TIMESTAMP,
  "state" VARCHAR,
  "age_yrs" DOUBLE,
  "cage_yr" DOUBLE,
  "cage_mo" DOUBLE,
  "sex" VARCHAR,
  "rpt_date" TIMESTAMP,
  "symptom_text" VARCHAR,
  "died" VARCHAR,
  "datedied" TIMESTAMP,
  "l_threat" VARCHAR,
  "er_visit" VARCHAR,
  "hospital" VARCHAR,
  "hospdays" DOUBLE,
  "x_stay" VARCHAR,
  "disable" VARCHAR,
  "recovd" VARCHAR,
  "vax_date" TIMESTAMP,
  "onset_date" TIMESTAMP,
  "numdays" DOUBLE,
  "lab_data" VARCHAR,
  "v_adminby" VARCHAR,
  "v_fundby" VARCHAR,
  "other_meds" VARCHAR,
  "cur_ill" VARCHAR,
  "history" VARCHAR,
  "prior_vax" VARCHAR,
  "splttype" VARCHAR,
  "form_vers" BIGINT,
  "todays_date" TIMESTAMP,
  "birth_defect" VARCHAR,
  "ofc_visit" VARCHAR,
  "er_ed_visit" VARCHAR,
  "allergies" VARCHAR
);