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shp2dta using "Data\county shapefile\cb_2016_us_county_500k", replace data("Data\county shapefile\county_data") coor("Data\county shapefile\county_coordinates")
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use "Data\stoplevel_data.dta", clear
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collapse trumpcounties, by(county_fips)
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g stopsdata=1
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merge n:1 county_fips using "Data\allcandidates_rallies.dta"
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drop _merge
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replace stopsdata=0 if stopsdata==.
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replace trumpcounties=0 if trumpcounties==.
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g stopsNtrump=(stopsdata==1 & trumpcounties==1)
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g stopsNONtrump=(stopsdata==1 & trumpcounties==0)
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g category=0 if stopsdata==0
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replace category=1 if trumpcounties==1
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replace category=2 if stopsNONtrump==1
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g county_fips2=string(county_fips)
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replace county_fips2="0"+county_fips2 if length(county_fips2)==4
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drop if county_fips>72000
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label define category 0 "Not In Sample" 1 "Stops Data with Trump Rally" 2 "Stops Data without Trump Rally", modify
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g GEOID=string(county_fips)
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replace GEOID="0"+GEOID if length(GEOID)==4
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drop if county_fips>72000
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merge 1:1 GEOID using "Data\county shapefile\county_data"
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replace category=0 if _merge==2
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drop if STATEFP=="02" | STATEFP=="15" | STATEFP=="72" | STATEFP=="60" | STATEFP=="66" | STATEFP=="69" | STATEFP=="78"
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keep county_fips category GEOID GEOID2 _ID
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label values category category
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spmap category using "Data\county shapefile\county_coordinates", id(_ID)
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clmethod(unique) fcolor(Greys) ocolor(Black)
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legstyle(3) legend(ring(1) position(3))
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plotregion(margin(vlarge)) legenda(on) legtitle("Legend")
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