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@ -28,17 +28,18 @@ Source: [[https://www.nytimes.com/2018/11/02/opinion/the-perversion-of-fiscal-po
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[[file:krugman2.png]]
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[[file:krugman2.png]]
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#+NAME: graph2
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#+NAME: graph2
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#+BEGIN_SRC R :results output graphics :exports results :file krugman2.png :width 3774 :height 3774 :res 600
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#+BEGIN_SRC R :results output graphics :exports results :file krugman2.png :width 2000 :height 2000 :res 300
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library(data.table)
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library(data.table)
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library(ggplot2)
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library(ggplot2)
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fread("~/ssercloud/acj2018/krugmandata.csv")->a
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fread("~/ssercloud/acj2018/krugmandata.csv")->a
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as.Date(a$date,format=c("%m/%d/%Y"))->a$date
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as.Date(a$date,format=c("%m/%d/%y"))->a$date
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factor(ifelse(a$date<"10-01-01","2000-2009","2010-2018"))->a$Period
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factor(ifelse(a$date<"2010-01-01","2000-2009","2010-2018"))->a$Period
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melt(a,id=c("date","Period"),m=c("impact","unemployment"))->t
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melt(a,id=c("date","Period"),m=c("impact","unemployment"))->t
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levels(t$variable)<-c("Fiscal stimulus","Unemployment rate")
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levels(t$variable)<-c("Fiscal stimulus","Unemployment rate")
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ggplot(t,aes(x=date,y=value,group=variable,colour=Period))->p
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ggplot(t,aes(x=date,y=value,group=variable,colour=Period))->p
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p+geom_line(size=1.2)+facet_wrap(~variable,scales="free_y",ncol=1)->p
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p+geom_line(size=1.2)+facet_wrap(~variable,scales="free_y",ncol=1)->p
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p+scale_y_continuous("Per cent")+theme(legend.position="bottom")
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p+scale_y_continuous("Per cent")+theme(legend.position="bottom")->p
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p+scale_x_date("Year/Month",date_labels = "%Y")
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#+END_SRC
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#+END_SRC
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