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| use "Data\stoplevel_data.dta", clear
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|
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| g n_stops = 1
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| foreach var of varlist black hispanic white api {
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| replace `var' = `var'/100
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| }
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| collapse (sum) n_stops black (first) dist_event* year , by(county_fips day_id)
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| egen county_id = group(county_fips)
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| g black_ps = black / n_stops
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| keep if year==2015 | year==2016 | year==2017
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| g TRUMP_0 = 0
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| forval ii = 1/9 {
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| replace TRUMP_0 = 1 if dist_event`ii' == 0
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| }
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| g TRUMP_POST30 = 0
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| forval ii = 1/9 {
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| replace TRUMP_POST30 = 1 if (dist_event`ii' >= 1 & dist_event`ii'<=30 & dist_event`ii'!=.)
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| }
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| g TRUMP_PREM30 = 0
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| forval ii = 1/9 {
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| replace TRUMP_PREM30 = 1 if (dist_event`ii' < -30 & dist_event`ii'!=.)
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| }
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| g TRUMP_POSTM30 = 0
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| forval ii = 1/9 {
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| replace TRUMP_POSTM30 = 1 if (dist_event`ii' > 30 & dist_event`ii'!=.)
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| }
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| forval i = 1/1478 {
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| g trend_`i' = (county_id==`i') * day_id
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| }
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| twowayfeweights black_ps county_id day_id TRUMP_POST30, type(feTR) controls(TRUMP_PREM30 TRUMP_0 TRUMP_POSTM30 trend_*) path("Results\weights_u")
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| use "Results\weights_u",clear
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| hist weight if weight!=0, graphregion(color(white)) bin(50) percent graphregion(color(white)) scheme(s1mono)
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| graph export "Results\figureA3A.pdf", as(pdf) name("Graph") replace
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|
|
|
|
| use "Data\stoplevel_data.dta", clear
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|
|
| g n_stops = 1
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| foreach var of varlist black hispanic white api {
|
| replace `var' = `var'/100
|
| }
|
|
|
| collapse (sum) n_stops black (first) dist_event* year , by(county_fips day_id)
|
|
|
| g black_ps = black / n_stops
|
| keep if year==2015 | year==2016 | year==2017
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|
|
| egen county_id = group(county_fips)
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|
|
| g TRUMP_0 = 0
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| forval ii = 1/9 {
|
| replace TRUMP_0 = 1 if dist_event`ii' == 0
|
| }
|
|
|
| g TRUMP_POST30 = 0
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| forval ii = 1/9 {
|
| replace TRUMP_POST30 = 1 if (dist_event`ii' >= 1 & dist_event`ii'<=30 & dist_event`ii'!=.)
|
| }
|
| g TRUMP_PREM30 = 0
|
| forval ii = 1/9 {
|
| replace TRUMP_PREM30 = 1 if (dist_event`ii' < -30 & dist_event`ii'!=.)
|
| }
|
| g TRUMP_POSTM30 = 0
|
| forval ii = 1/9 {
|
| replace TRUMP_POSTM30 = 1 if (dist_event`ii' > 30 & dist_event`ii'!=.)
|
| }
|
|
|
| forval i = 1/1478 {
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| g trend_`i' = (county_id==`i') * day_id
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| }
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| twowayfeweights black_ps county_id day_id TRUMP_POST30, type(feTR) controls(TRUMP_PREM30 TRUMP_0 TRUMP_POSTM30 trend_*) weight(n_stops) path("Results\weights_w")
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|
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| use "Results\weights_w",clear
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| hist weight if weight!=0 & weight<0.0005, graphregion(color(white)) bin(50) percent graphregion(color(white)) scheme(s1mono)
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| graph export "Results\figureA3B.pdf", as(pdf) name("Graph") replace
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|
