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compile ACS and police data #36

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d2503b6
compile ACS and police data
maggiesu0725 Oct 5, 2018
6f654b7
bugfix
maggiesu0725 Oct 5, 2018
9609ac5
Create east of the river flag for analysis
maggiesu0725 Oct 15, 2018
fae320d
fix format name
maggiesu0725 Oct 15, 2018
2eeb077
create east of the river flag
maggiesu0725 Dec 17, 2018
92873d0
compile 2006-10 data for cross year comparison
maggiesu0725 Dec 17, 2018
ba47d75
add total population with race info
maggiesu0725 Dec 19, 2018
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66 changes: 66 additions & 0 deletions Prog/2018/Innovation for Inclusion/Compile ACS data.sas
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/**************************************************************************
Program: Commuting time to work.sas
Library: Requests
Project: NeighborhoodInfo DC
Author: Yipeng
Created: 9/19/18
Version: SAS 9.4
Environment: Local Windows session

Description:

**************************************************************************/

%include "L:\SAS\Inc\StdLocal.sas";

** Define libraries **;
%DCData_lib( ACS )
%DCData_lib( NCDB )
%DCData_lib( police )

%let _years=2012_16;

%macro Compile_ACS_data (geo, geosuf);

data ACS;
length indicator $80;
set ACS.Acs_2012_16_dc_sum_tr_&geosuf;
keep &geo popaloneb_&_years. popaloneh_2012_16 popalonew_2012_16 popasianpinonhispbridge_2012_16 unemploymentrate PctCol Tothousing ownership pctfamover75K familyhhtot_&_years. pctabovepov pctearningover75K pctchildabovepov pctcostburden commuteunder45 ;
unemploymentrate = popunemployed_&_years./popincivlaborforce_&_years.;
PctCol = pop25andoverwcollege_&_years. / pop25andoveryears_&_years.;
Tothousing= numowneroccupiedhsgunits_&_years.+ numrenteroccupiedhu_&_years.;
ownership= numowneroccupiedhsgunits_&_years./ (numowneroccupiedhsgunits_&_years.+ numrenteroccupiedhu_&_years.);
pctfamover75K= (familyhhtot_&_years.- famincomelt75k_&_years.) /familyhhtot_&_years.;
popabovepov= personspovertydefined_&_years. - poppoorpersons_&_years.;
pctabovepov= popabovepov/personspovertydefined_&_years.;
pctearningover75K=earningover75k_&_years./popemployedworkers_&_years.;
pctchildabovepov = poppoorchildren_&_years./childrenpovertydefined_&_years.;
pctcostburden = (numownercostburden_&_years.+ numrentercostburden_&_years.)/(rentcostburdendenom_&_years.+ ownercostburdendenom_&_years.);
commuteunder45 = (popemployedtravel_lt5_&_years. + popemployedtravel_10_14_&_years.+ popemployedtravel_15_19_&_years.+ popemployedtravel_20_24_&_years. + popemployedtravel_25_29_&_years. )/popemployedworkers_&_years. ;

run;


data violentcrime;
length indicator $80;
set police.crimes_sum_&geosuf;
keep &geo violentcrimerate;
violentcrimerate = crimes_pt1_violent_2017/crime_rate_pop_2017*1000;
run;

data ACS_&geosuf;
merge ACS violentcrime ;
by &geo;
geoid= &geo;
run;

proc export data=ACS_&geosuf
outfile="&_dcdata_default_path.\Requests\Prog\2018\ACS_data_&geosuf..csv"
dbms=csv replace;
run;

%mend Compile_ACS_data;

%Compile_ACS_data (cluster2017, cl17);

%Compile_ACS_data (geo2010, tr10);
65 changes: 65 additions & 0 deletions Prog/2018/Innovation for Inclusion/Compile ACS data_06-10.sas
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/**************************************************************************
Program: Commuting time to work.sas
Library: Requests
Project: NeighborhoodInfo DC
Author: Yipeng
Created: 9/19/18
Version: SAS 9.4
Environment: Local Windows session

Description:

**************************************************************************/

%include "L:\SAS\Inc\StdLocal.sas";

** Define libraries **;
%DCData_lib( ACS )
%DCData_lib( NCDB )
%DCData_lib( police )

%let _years=2006_10;

%macro Compile_ACS_data (geo, geosuf);

data ACS;
length indicator $80;
set ACS.Acs_2006_10_dc_sum_tr_&geosuf;
keep &geo popwithrace_&_years. popaloneb_&_years. popaloneh_&_years. popalonew_&_years. popasianpinonhispbridge_&_years. unemploymentrate PctCol Tothousing ownership pctfamover75K familyhhtot_&_years. pctabovepov pctearningover75K pctchildabovepov pctcostburden commuteunder45 ;
unemploymentrate = popunemployed_&_years./popincivlaborforce_&_years.;
PctCol = pop25andoverwcollege_&_years. / pop25andoveryears_&_years.;
Tothousing= numowneroccupiedhsgunits_&_years.+ numrenteroccupiedhu_&_years.;
ownership= numowneroccupiedhsgunits_&_years./ (numowneroccupiedhsgunits_&_years.+ numrenteroccupiedhu_&_years.);
pctfamover75K= (familyhhtot_&_years.- famincomelt75k_&_years.) /familyhhtot_&_years.;
popabovepov= personspovertydefined_&_years. - poppoorpersons_&_years.;
pctabovepov= popabovepov/personspovertydefined_&_years.;
pctearningover75K=earningover75k_&_years./popemployedworkers_&_years.;
pctchildabovepov = poppoorchildren_&_years./childrenpovertydefined_&_years.;
pctcostburden = (numownercostburden_&_years.+ numrentercostburden_&_years.)/(rentcostburdendenom_&_years.+ ownercostburdendenom_&_years.);
commuteunder45 = (popemployedtravel_lt5_&_years. + popemployedtravel_10_14_&_years.+ popemployedtravel_15_19_&_years.+ popemployedtravel_20_24_&_years. + popemployedtravel_25_29_&_years. )/popemployedworkers_&_years. ;

run;

data violentcrime;
length indicator $80;
set police.crimes_sum_&geosuf;
keep &geo violentcrimerate;
violentcrimerate = crimes_pt1_violent_2010/crime_rate_pop_2010*1000;
run;

data ACS_&geosuf;
merge ACS violentcrime ;
by &geo;
geoid= &geo;
run;

proc export data=ACS_&geosuf
outfile="&_dcdata_default_path.\Requests\Prog\2018\ACS_data_&geosuf._06-10.csv"
dbms=csv replace;
run;

%mend Compile_ACS_data;

%Compile_ACS_data (cluster2017, cl17);

%Compile_ACS_data (geo2010, tr10);
32 changes: 32 additions & 0 deletions Prog/2018/Innovation for Inclusion/East of the river flag.sas
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/**************************************************************************
Program: Commuting time to work.sas
Library: Requests
Project: NeighborhoodInfo DC
Author: Yipeng
Created: 9/19/18
Version: SAS 9.4
Environment: Local Windows session

Description:

**************************************************************************/

%include "L:\SAS\Inc\StdLocal.sas";

** Define libraries **;
%DCData_lib( ACS )

%let _years=2012_16;

data EOSflag;
set ACS.Acs_2012_16_dc_sum_tr_tr10;
keep geo2010 geoid EOR_tracts;
EOR_tracts = put( geo2010, $Tr1eor. );
geoid = geo2010;
run;

proc export data=EOSflag
outfile="&_dcdata_default_path.\Requests\Prog\2018\Innovation for Inclusion\EastofRiver_flag.csv"
dbms=csv replace;
run;