Click to enlarge charts and graphs. All my data analysis removes duplicate VAERS_ID. The table directly below uses the 'symptom fields' for the term greps. Various symptoms, fatality, age, gender and other markers have missing or inappropriate fields in some of the data. The missing/inappropriate data is ignored. Code: