@edwarddowd @drnaomirwolf @rwmalonemd @stevebannon Edward, I have reproduced your work on the excess mortality. I will be posting here this afternoon and will copy you on it. I was able to find a CDC data set that included excess deaths for 2020-YTD 2022 by age by gender by week. Therefore, I did not have to impute a base line for the subset of ages. Also, the file breaks down the 25-44 year old age group into 5 year increments. I have created versions of your charts for those sub age groups. Finally, I have created a version of your chart that is a stacked chart separating the excess deaths into COVID versus Non-COVID. I will have more to say about that when I post. Milo