=======recent TUD=female vs male ========= risk of COVOD-19 comparing females with recent recent TUD to males with recent TUD, adjusting for other demographic factors 2 by 2 tables Senior (age) ,COVID-19,No COVID-19 Female,140,91590 Male,190,106140 Adult (age) ,COVID-19,No COVID-19 Female,270,213700 Male,250,197920 African American (race) ,COVID-19,No COVID-19 Female,140,64070 Male,160,58410 Caucasian (race) ,COVID-19,No COVID-19 Female,260,225740 Male,270,224670 Private insurance ,COVID-19,No COVID-19 Female,150,150420 Male,150,145570 Medicaid (insurance type) ,COVID-19,No COVID-19 Female,60,74210 Male,40,53440 Medicare (insurance type) ,COVID-19,No COVID-19 Female,90,82230 Male,110,87170 Self Pay (insurance type) ,COVID-19,No COVID-19 Female,0,15010 Male,20,19210