Created
April 2, 2020 22:29
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stated %>% | |
filter( | |
!is.na(region), | |
date >= as.Date("2020-03-01"), | |
state %in% c('NY','NJ','CT','MA','PA') | |
) %>% | |
mutate( | |
date_from=as.integer(date - as.Date("2020-03-01")), | |
value=death/pop*10^6 | |
) %>% | |
filter( | |
!is.na(value), | |
value > 0 | |
) %>% { | |
df= mutate(.,state=reorder(state_name,-value,min,na.rm=T)) | |
altdf = df %>% | |
mutate( | |
state2=state | |
) %>% | |
select(-region,-division,-state) | |
#ggplot(df,aes(date_from,(death/pop*10^6) )) + | |
ggplot(df,aes(date,value )) + | |
facet_wrap(~state,ncol=10) + | |
scale_x_date(date_labels = "%b %d") + | |
geom_line(aes(group=state2),color='gray',data=altdf,size=.2) + | |
geom_line(color='red',size=1) + | |
theme_light() + | |
theme( | |
legend.position='none', | |
axis.text.x = element_text(angle = 45, hjust = 1) | |
) + | |
scale_y_log10() + | |
labs( | |
x=NULL, | |
caption='source: Covid tracking project' | |
) | |
} |
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