diff --git a/tmd/areas/targets/prepare/prepare_cds/cds/raw_data/agilabels.csv b/tmd/areas/targets/prepare/prepare_cds/cds/raw_data/agilabels.csv new file mode 100644 index 00000000..d1f117d3 --- /dev/null +++ b/tmd/areas/targets/prepare/prepare_cds/cds/raw_data/agilabels.csv @@ -0,0 +1,11 @@ +agistub,agilo,agihi,agilabel +0,-9e99,9e99,Total +1,-9e99,1,Under $1 +2,1,10000,"$1 under $10,000" +3,10000,25000,"$10,000 under $25,000" +4,25000,50000,"$25,000 under $50,000" +5,50000,75000,"$50,000 under $75,000" +6,75000,100000,"$75,000 under $100,000" +7,100000,200000,"$100,000 under $200,000" +8,200000,500000,"$200,000 under $500,000" +9,500000,9e99,"$500,000 or more" diff --git a/tmd/areas/targets/prepare/prepare_states/create_additional_state_targets.qmd b/tmd/areas/targets/prepare/prepare_states/create_additional_state_targets.qmd index c5820ab6..e776e524 100644 --- a/tmd/areas/targets/prepare/prepare_states/create_additional_state_targets.qmd +++ b/tmd/areas/targets/prepare/prepare_states/create_additional_state_targets.qmd @@ -70,7 +70,7 @@ mappings #| label: get-data #| output: false -agilabels <- read_csv(fs::path(DINTERMEDIATE, "agilabels.csv")) +agilabels <- read_csv(fs::path(DRAW, "agilabels.csv")) agilabels STAGICUTS <- c(agilabels$agilo, agilabels$agihi) |> unique() |> sort() # agistub=cut(c00100, STAGICUTS, right = FALSE, ordered_result = TRUE) |> as.integer() @@ -173,11 +173,13 @@ soivname_targets <- soivname_shares |> left_join(tmdsums |> select(tmdvar, basesoivname, agistub, scope, fstatus, count, tmdsum), by = join_by(basesoivname, scope, fstatus, count, agistub)) |> - mutate(target=tmdsum * soi_share, + mutate(target=ifelse(agistub !=0, tmdsum * soi_share, NA_real_), basesoivname=paste0("tmd", str_sub(tmdvar, 2, -1), "_shared_by_soi", basesoivname), - soivname=paste0(str_sub(soivname, 1, 1), basesoivname)) + soivname=paste0(str_sub(soivname, 1, 1), basesoivname)) |> + mutate(target=if_else(agistub==0, sum(target[agistub != 0]), target), + .by=c(stabbr, tmdvar, basesoivname, scope, fstatus, count)) -check <- soivname_targets |> filter(stabbr=="NY") +check <- soivname_targets |> filter(stabbr=="MN") count(soivname_targets, tmdvar, basesoivname, soivname) diff --git a/tmd/areas/targets/prepare/target_file_library/cds/.gitignore b/tmd/areas/targets/prepare/target_file_library/cds/.gitignore new file mode 100644 index 00000000..09ebfa6c --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/cds/.gitignore @@ -0,0 +1 @@ +!*.csv diff --git a/tmd/areas/targets/prepare/target_file_library/states/.gitignore b/tmd/areas/targets/prepare/target_file_library/states/.gitignore new file mode 100644 index 00000000..09ebfa6c --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/.gitignore @@ -0,0 +1 @@ +!*.csv diff --git a/tmd/areas/targets/prepare/target_file_library/states/ak_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/ak_targets.csv new file mode 100644 index 00000000..c9e9e11b --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/ak_targets.csv @@ -0,0 +1,100 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,734923 +c00100,0,1,1,10000,0,177471000 +c00100,0,1,10000,25000,0,874782000 +c00100,0,1,25000,50000,0,2855458000 +c00100,0,1,50000,75000,0,3199366000 +c00100,0,1,75000,100000,0,3105485000 +c00100,0,1,100000,200000,0,8735919000 +c00100,0,1,200000,500000,0,5702679000 +c00100,0,1,500000,1000000,0,1786850000 +c00100,1,1,-9e99,1,0,6450 +c00100,1,1,1,10000,0,40520 +c00100,1,1,10000,25000,0,50090 +c00100,1,1,25000,50000,0,77590 +c00100,1,1,50000,75000,0,51910 +c00100,1,1,75000,100000,0,35820 +c00100,1,1,100000,200000,0,63340 +c00100,1,1,200000,500000,0,20240 +c00100,1,1,500000,1000000,0,2670 +c00100,1,1,-9e99,1,1,4460 +c00100,1,1,1,10000,1,34420 +c00100,1,1,10000,25000,1,37290 +c00100,1,1,25000,50000,1,49320 +c00100,1,1,50000,75000,1,26960 +c00100,1,1,75000,100000,1,13560 +c00100,1,1,100000,200000,1,12740 +c00100,1,1,200000,500000,1,2690 +c00100,1,1,500000,1000000,1,380 +c00100,1,1,-9e99,1,2,1180 +c00100,1,1,1,10000,2,2240 +c00100,1,1,10000,25000,2,4440 +c00100,1,1,25000,50000,2,12910 +c00100,1,1,50000,75000,2,16140 +c00100,1,1,75000,100000,2,17760 +c00100,1,1,100000,200000,2,46660 +c00100,1,1,200000,500000,2,16890 +c00100,1,1,500000,1000000,2,2180 +c00100,1,1,-9e99,1,4,580 +c00100,1,1,1,10000,4,3020 +c00100,1,1,10000,25000,4,6890 +c00100,1,1,25000,50000,4,12160 +c00100,1,1,50000,75000,4,6730 +c00100,1,1,75000,100000,4,3420 +c00100,1,1,100000,200000,4,2890 +c00100,1,1,200000,500000,4,480 +c00100,1,1,500000,1000000,4,70 +e00200,0,1,-9e99,1,0,49153000 +e00200,0,1,1,10000,0,117171000 +e00200,0,1,10000,25000,0,620028000 +e00200,0,1,25000,50000,0,2307108000 +e00200,0,1,50000,75000,0,2463690000 +e00200,0,1,75000,100000,0,2274758000 +e00200,0,1,100000,200000,0,6119623000 +e00200,0,1,200000,500000,0,3314353000 +e00200,0,1,500000,1000000,0,747523000 +e00300,0,1,-9e99,1,0,4399000 +e00300,0,1,1,10000,0,1663000 +e00300,0,1,10000,25000,0,3573000 +e00300,0,1,25000,50000,0,6889000 +e00300,0,1,50000,75000,0,9792000 +e00300,0,1,75000,100000,0,10387000 +e00300,0,1,100000,200000,0,32688000 +e00300,0,1,200000,500000,0,34088000 +e00300,0,1,500000,1000000,0,18386000 +e01500,0,1,-9e99,1,0,22759361.06376764 +e01500,0,1,1,10000,0,19774014.200674955 +e01500,0,1,10000,25000,0,75625712.10945766 +e01500,0,1,25000,50000,0,237843939.47933373 +e01500,0,1,50000,75000,0,408793828.37465686 +e01500,0,1,75000,100000,0,526964777.3371406 +e01500,0,1,100000,200000,0,1749301286.8165658 +e01500,0,1,200000,500000,0,1187662911.0498068 +e01500,0,1,500000,1000000,0,200706098.56180203 +e02400,0,1,1,10000,0,167241548.85320172 +e02400,0,1,10000,25000,0,142210405.6643498 +e02400,0,1,25000,50000,0,182992203.34839907 +e02400,0,1,50000,75000,0,171631682.60310838 +e02400,0,1,75000,100000,0,167722161.38670084 +e02400,0,1,100000,200000,0,363417854.33653986 +e02400,0,1,200000,500000,0,142079419.24080473 +e02400,0,1,500000,1000000,0,21582921.780859116 +e18400,0,1,10000,25000,0,388345.0165697672 +e18400,0,1,25000,50000,0,1792111.3251061104 +e18400,0,1,50000,75000,0,3378159.3786518993 +e18400,0,1,75000,100000,0,4106972.586477614 +e18400,0,1,100000,200000,0,14958615.171105493 +e18400,0,1,200000,500000,0,13147938.195255997 +e18400,0,1,500000,1000000,0,3702982.910013336 +e18500,0,1,10000,25000,0,5441007.988954351 +e18500,0,1,25000,50000,0,16319379.0287261 +e18500,0,1,50000,75000,0,23994124.561735224 +e18500,0,1,75000,100000,0,29143455.230350222 +e18500,0,1,100000,200000,0,99967611.72634736 +e18500,0,1,200000,500000,0,77890353.75955041 +e18500,0,1,500000,1000000,0,18598795.65017968 +e26270,0,1,50000,75000,0,14419000 +e26270,0,1,75000,100000,0,23274000 +e26270,0,1,100000,200000,0,132290000 +e26270,0,1,200000,500000,0,418590000 +e26270,0,1,500000,1000000,0,386552000 diff --git a/tmd/areas/targets/prepare/target_file_library/states/al_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/al_targets.csv new file mode 100644 index 00000000..a1bb8b1e --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/al_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,5050380 +c00100,0,1,1,10000,0,1361947000 +c00100,0,1,10000,25000,0,7963560000 +c00100,0,1,25000,50000,0,18960369000 +c00100,0,1,50000,75000,0,17908229000 +c00100,0,1,75000,100000,0,15993545000 +c00100,0,1,100000,200000,0,38926303000 +c00100,0,1,200000,500000,0,23284622000 +c00100,0,1,500000,1000000,0,8713234000 +c00100,1,1,-9e99,1,0,52970 +c00100,1,1,1,10000,0,255340 +c00100,1,1,10000,25000,0,465170 +c00100,1,1,25000,50000,0,524220 +c00100,1,1,50000,75000,0,291640 +c00100,1,1,75000,100000,0,184500 +c00100,1,1,100000,200000,0,286600 +c00100,1,1,200000,500000,0,82290 +c00100,1,1,500000,1000000,0,12910 +c00100,1,1,-9e99,1,1,34070 +c00100,1,1,1,10000,1,193600 +c00100,1,1,10000,25000,1,273370 +c00100,1,1,25000,50000,1,264330 +c00100,1,1,50000,75000,1,119250 +c00100,1,1,75000,100000,1,47980 +c00100,1,1,100000,200000,1,38880 +c00100,1,1,200000,500000,1,8040 +c00100,1,1,500000,1000000,1,1270 +c00100,1,1,-9e99,1,2,10030 +c00100,1,1,1,10000,2,22010 +c00100,1,1,10000,25000,2,54060 +c00100,1,1,25000,50000,2,109290 +c00100,1,1,50000,75000,2,115950 +c00100,1,1,75000,100000,2,116080 +c00100,1,1,100000,200000,2,232770 +c00100,1,1,200000,500000,2,71880 +c00100,1,1,500000,1000000,2,11260 +c00100,1,1,-9e99,1,4,7520 +c00100,1,1,1,10000,4,35860 +c00100,1,1,10000,25000,4,129410 +c00100,1,1,25000,50000,4,133620 +c00100,1,1,50000,75000,4,45520 +c00100,1,1,75000,100000,4,16130 +c00100,1,1,100000,200000,4,10990 +c00100,1,1,200000,500000,4,1590 +c00100,1,1,500000,1000000,4,210 +e00200,0,1,-9e99,1,0,212651000 +e00200,0,1,1,10000,0,1030744000 +e00200,0,1,10000,25000,0,6024268000 +e00200,0,1,25000,50000,0,15565947000 +e00200,0,1,50000,75000,0,13784268000 +e00200,0,1,75000,100000,0,11791842000 +e00200,0,1,100000,200000,0,28195533000 +e00200,0,1,200000,500000,0,14070346000 +e00200,0,1,500000,1000000,0,3918293000 +e00300,0,1,-9e99,1,0,20662000 +e00300,0,1,1,10000,0,13895000 +e00300,0,1,10000,25000,0,31590000 +e00300,0,1,25000,50000,0,51626000 +e00300,0,1,50000,75000,0,55615000 +e00300,0,1,75000,100000,0,54489000 +e00300,0,1,100000,200000,0,151622000 +e00300,0,1,200000,500000,0,140342000 +e00300,0,1,500000,1000000,0,71755000 +e01500,0,1,-9e99,1,0,128060913.63511772 +e01500,0,1,1,10000,0,226531258.1354106 +e01500,0,1,10000,25000,0,973883413.6536642 +e01500,0,1,25000,50000,0,2327333808.1351776 +e01500,0,1,50000,75000,0,2580965839.0113945 +e01500,0,1,75000,100000,0,2697317990.348714 +e01500,0,1,100000,200000,0,6780470225.772297 +e01500,0,1,200000,500000,0,3906403719.622845 +e01500,0,1,500000,1000000,0,759565724.279979 +e02400,0,1,-9e99,1,0,428530059.6416034 +e02400,0,1,1,10000,0,1055994779.752142 +e02400,0,1,10000,25000,0,1785277253.866064 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+e26270,0,1,75000,100000,0,106808000 +e26270,0,1,100000,200000,0,649753000 +e26270,0,1,200000,500000,0,1872095000 +e26270,0,1,500000,1000000,0,1886917000 diff --git a/tmd/areas/targets/prepare/target_file_library/states/ar_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/ar_targets.csv new file mode 100644 index 00000000..d7b34e6c --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/ar_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,3028443 +c00100,0,1,1,10000,0,838082000 +c00100,0,1,10000,25000,0,4844171000 +c00100,0,1,25000,50000,0,11951542000 +c00100,0,1,50000,75000,0,10889011000 +c00100,0,1,75000,100000,0,9546530000 +c00100,0,1,100000,200000,0,21014002000 +c00100,0,1,200000,500000,0,13085140000 +c00100,0,1,500000,1000000,0,4946525000 +c00100,1,1,-9e99,1,0,37700 +c00100,1,1,1,10000,0,157110 +c00100,1,1,10000,25000,0,280900 +c00100,1,1,25000,50000,0,331430 +c00100,1,1,50000,75000,0,177260 +c00100,1,1,75000,100000,0,110260 +c00100,1,1,100000,200000,0,155920 +c00100,1,1,200000,500000,0,45440 +c00100,1,1,500000,1000000,0,7370 +c00100,1,1,-9e99,1,1,22900 +c00100,1,1,1,10000,1,115500 +c00100,1,1,10000,25000,1,168430 +c00100,1,1,25000,50000,1,162510 +c00100,1,1,50000,75000,1,65990 +c00100,1,1,75000,100000,1,25200 +c00100,1,1,100000,200000,1,20660 +c00100,1,1,200000,500000,1,4810 +c00100,1,1,500000,1000000,1,760 +c00100,1,1,-9e99,1,2,8660 +c00100,1,1,1,10000,2,17210 +c00100,1,1,10000,25000,2,39930 +c00100,1,1,25000,50000,2,81720 +c00100,1,1,50000,75000,2,83510 +c00100,1,1,75000,100000,2,75850 +c00100,1,1,100000,200000,2,128750 +c00100,1,1,200000,500000,2,39280 +c00100,1,1,500000,1000000,2,6410 +c00100,1,1,-9e99,1,4,5180 +c00100,1,1,1,10000,4,21620 +c00100,1,1,10000,25000,4,66640 +c00100,1,1,25000,50000,4,75760 +c00100,1,1,50000,75000,4,21850 +c00100,1,1,75000,100000,4,7250 +c00100,1,1,100000,200000,4,4740 +c00100,1,1,200000,500000,4,940 +c00100,1,1,500000,1000000,4,140 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+e18500,0,1,200000,500000,0,130486518.84560518 +e18500,0,1,500000,1000000,0,37043427.215633184 +e26270,0,1,25000,50000,0,40224000 +e26270,0,1,50000,75000,0,80947000 +e26270,0,1,75000,100000,0,105414000 +e26270,0,1,100000,200000,0,529190000 +e26270,0,1,200000,500000,0,1273768000 +e26270,0,1,500000,1000000,0,1008579000 diff --git a/tmd/areas/targets/prepare/target_file_library/states/az_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/az_targets.csv new file mode 100644 index 00000000..04fcab81 --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/az_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,7272487 +c00100,0,1,1,10000,0,1703299000 +c00100,0,1,10000,25000,0,10694087000 +c00100,0,1,25000,50000,0,31413181000 +c00100,0,1,50000,75000,0,29716508000 +c00100,0,1,75000,100000,0,26302407000 +c00100,0,1,100000,200000,0,66147745000 +c00100,0,1,200000,500000,0,49680704000 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b/tmd/areas/targets/prepare/target_file_library/states/co_targets.csv new file mode 100644 index 00000000..72b8fdc0 --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/co_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,5811596 +c00100,0,1,1,10000,0,1408338000 +c00100,0,1,10000,25000,0,7576725000 +c00100,0,1,25000,50000,0,24702067000 +c00100,0,1,50000,75000,0,27326534000 +c00100,0,1,75000,100000,0,25239349000 +c00100,0,1,100000,200000,0,69837761000 +c00100,0,1,200000,500000,0,61248414000 +c00100,0,1,500000,1000000,0,24363833000 +c00100,1,1,-9e99,1,0,64710 +c00100,1,1,1,10000,0,278570 +c00100,1,1,10000,25000,0,435770 +c00100,1,1,25000,50000,0,668520 +c00100,1,1,50000,75000,0,443940 +c00100,1,1,75000,100000,0,291230 +c00100,1,1,100000,200000,0,504630 +c00100,1,1,200000,500000,0,211110 +c00100,1,1,500000,1000000,0,36190 +c00100,1,1,-9e99,1,1,44590 +c00100,1,1,1,10000,1,234590 +c00100,1,1,10000,25000,1,325440 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b/tmd/areas/targets/prepare/target_file_library/states/ga_targets.csv new file mode 100644 index 00000000..9c4ffb43 --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/ga_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,10790385 +c00100,0,1,1,10000,0,3111812000 +c00100,0,1,10000,25000,0,17800814000 +c00100,0,1,25000,50000,0,42080414000 +c00100,0,1,50000,75000,0,40004307000 +c00100,0,1,75000,100000,0,34949791000 +c00100,0,1,100000,200000,0,89111570000 +c00100,0,1,200000,500000,0,70393248000 +c00100,0,1,500000,1000000,0,28768935000 +c00100,1,1,-9e99,1,0,123770 +c00100,1,1,1,10000,0,591030 +c00100,1,1,10000,25000,0,1046450 +c00100,1,1,25000,50000,0,1161120 +c00100,1,1,50000,75000,0,650910 +c00100,1,1,75000,100000,0,403760 +c00100,1,1,100000,200000,0,649780 +c00100,1,1,200000,500000,0,243260 +c00100,1,1,500000,1000000,0,42630 +c00100,1,1,-9e99,1,1,83160 +c00100,1,1,1,10000,1,462920 +c00100,1,1,10000,25000,1,639370 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a/tmd/areas/targets/prepare/target_file_library/states/in_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/in_targets.csv new file mode 100644 index 00000000..1b4cd3a7 --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/in_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,6813798 +c00100,0,1,1,10000,0,2118500000 +c00100,0,1,10000,25000,0,9886377000 +c00100,0,1,25000,50000,0,28863237000 +c00100,0,1,50000,75000,0,29398301000 +c00100,0,1,75000,100000,0,27190820000 +c00100,0,1,100000,200000,0,63236114000 +c00100,0,1,200000,500000,0,34577302000 +c00100,0,1,500000,1000000,0,13139126000 +c00100,1,1,-9e99,1,0,66530 +c00100,1,1,1,10000,0,421990 +c00100,1,1,10000,25000,0,576220 +c00100,1,1,25000,50000,0,785500 +c00100,1,1,50000,75000,0,478040 +c00100,1,1,75000,100000,0,313570 +c00100,1,1,100000,200000,0,469180 +c00100,1,1,200000,500000,0,121580 +c00100,1,1,500000,1000000,0,19440 +c00100,1,1,-9e99,1,1,44780 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a/tmd/areas/targets/prepare/target_file_library/states/ne_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/ne_targets.csv new file mode 100644 index 00000000..f78449be --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/ne_targets.csv @@ -0,0 +1,101 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,1964253 +c00100,0,1,1,10000,0,533191000 +c00100,0,1,10000,25000,0,2575476000 +c00100,0,1,25000,50000,0,8319933000 +c00100,0,1,50000,75000,0,8752246000 +c00100,0,1,75000,100000,0,8073232000 +c00100,0,1,100000,200000,0,20635880000 +c00100,0,1,200000,500000,0,12297103000 +c00100,0,1,500000,1000000,0,4609476000 +c00100,1,1,-9e99,1,0,19380 +c00100,1,1,1,10000,0,102180 +c00100,1,1,10000,25000,0,149760 +c00100,1,1,25000,50000,0,225050 +c00100,1,1,50000,75000,0,142440 +c00100,1,1,75000,100000,0,92950 +c00100,1,1,100000,200000,0,152340 +c00100,1,1,200000,500000,0,42980 +c00100,1,1,500000,1000000,0,6860 +c00100,1,1,-9e99,1,1,11400 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diff --git a/tmd/areas/targets/prepare/target_file_library/states/ny_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/ny_targets.csv new file mode 100644 index 00000000..bafec8f1 --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/ny_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,19854526 +c00100,0,1,1,10000,0,4757177000 +c00100,0,1,10000,25000,0,30653329000 +c00100,0,1,25000,50000,0,84756231000 +c00100,0,1,50000,75000,0,87666328000 +c00100,0,1,75000,100000,0,78729897000 +c00100,0,1,100000,200000,0,204912913000 +c00100,0,1,200000,500000,0,171788888000 +c00100,0,1,500000,1000000,0,78711042000 +c00100,1,1,-9e99,1,0,190850 +c00100,1,1,1,10000,0,953350 +c00100,1,1,10000,25000,0,1738280 +c00100,1,1,25000,50000,0,2324560 +c00100,1,1,50000,75000,0,1424220 +c00100,1,1,75000,100000,0,908740 +c00100,1,1,100000,200000,0,1490350 +c00100,1,1,200000,500000,0,591700 +c00100,1,1,500000,1000000,0,115700 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b/tmd/areas/targets/prepare/target_file_library/states/sd_targets.csv @@ -0,0 +1,101 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,896299 +c00100,0,1,1,10000,0,254698000 +c00100,0,1,10000,25000,0,1170534000 +c00100,0,1,25000,50000,0,3919757000 +c00100,0,1,50000,75000,0,4105560000 +c00100,0,1,75000,100000,0,3916329000 +c00100,0,1,100000,200000,0,9466167000 +c00100,0,1,200000,500000,0,5788010000 +c00100,0,1,500000,1000000,0,2552270000 +c00100,1,1,-9e99,1,0,11160 +c00100,1,1,1,10000,0,49170 +c00100,1,1,10000,25000,0,68070 +c00100,1,1,25000,50000,0,105760 +c00100,1,1,50000,75000,0,66820 +c00100,1,1,75000,100000,0,45060 +c00100,1,1,100000,200000,0,70430 +c00100,1,1,200000,500000,0,19990 +c00100,1,1,500000,1000000,0,3730 +c00100,1,1,-9e99,1,1,6590 +c00100,1,1,1,10000,1,40910 +c00100,1,1,10000,25000,1,49780 +c00100,1,1,25000,50000,1,65370 +c00100,1,1,50000,75000,1,31420 +c00100,1,1,75000,100000,1,10850 +c00100,1,1,100000,200000,1,8800 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b/tmd/areas/targets/prepare/target_file_library/states/tn_targets.csv new file mode 100644 index 00000000..058b77cc --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/tn_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,6963709 +c00100,0,1,1,10000,0,1945384000 +c00100,0,1,10000,25000,0,10834077000 +c00100,0,1,25000,50000,0,29384723000 +c00100,0,1,50000,75000,0,28608781000 +c00100,0,1,75000,100000,0,24789705000 +c00100,0,1,100000,200000,0,58217997000 +c00100,0,1,200000,500000,0,40449522000 +c00100,0,1,500000,1000000,0,17474511000 +c00100,1,1,-9e99,1,0,76350 +c00100,1,1,1,10000,0,370090 +c00100,1,1,10000,25000,0,632530 +c00100,1,1,25000,50000,0,805460 +c00100,1,1,50000,75000,0,466040 +c00100,1,1,75000,100000,0,286130 +c00100,1,1,100000,200000,0,429140 +c00100,1,1,200000,500000,0,139910 +c00100,1,1,500000,1000000,0,25810 +c00100,1,1,-9e99,1,1,48320 +c00100,1,1,1,10000,1,285750 +c00100,1,1,10000,25000,1,405960 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b/tmd/areas/targets/prepare/target_file_library/states/vt_targets.csv new file mode 100644 index 00000000..8659ff8a --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/vt_targets.csv @@ -0,0 +1,101 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,647093 +c00100,0,1,1,10000,0,186336000 +c00100,0,1,10000,25000,0,879484000 +c00100,0,1,25000,50000,0,3060725000 +c00100,0,1,50000,75000,0,3186023000 +c00100,0,1,75000,100000,0,2826080000 +c00100,0,1,100000,200000,0,7066372000 +c00100,0,1,200000,500000,0,4675119000 +c00100,0,1,500000,1000000,0,1701275000 +c00100,1,1,-9e99,1,0,7500 +c00100,1,1,1,10000,0,38870 +c00100,1,1,10000,25000,0,50790 +c00100,1,1,25000,50000,0,82520 +c00100,1,1,50000,75000,0,51960 +c00100,1,1,75000,100000,0,32580 +c00100,1,1,100000,200000,0,52040 +c00100,1,1,200000,500000,0,16230 +c00100,1,1,500000,1000000,0,2570 +c00100,1,1,-9e99,1,1,4780 +c00100,1,1,1,10000,1,32440 +c00100,1,1,10000,25000,1,37830 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+e26270,0,1,500000,1000000,0,270684000 diff --git a/tmd/areas/targets/prepare/target_file_library/states/wa_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/wa_targets.csv new file mode 100644 index 00000000..81008bbf --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/wa_targets.csv @@ -0,0 +1,102 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,7741433 +c00100,0,1,1,10000,0,1485621000 +c00100,0,1,10000,25000,0,8895225000 +c00100,0,1,25000,50000,0,30369504000 +c00100,0,1,50000,75000,0,34712022000 +c00100,0,1,75000,100000,0,34026110000 +c00100,0,1,100000,200000,0,98038203000 +c00100,0,1,200000,500000,0,91690260000 +c00100,0,1,500000,1000000,0,41773589000 +c00100,1,1,-9e99,1,0,75380 +c00100,1,1,1,10000,0,292250 +c00100,1,1,10000,25000,0,504770 +c00100,1,1,25000,50000,0,822750 +c00100,1,1,50000,75000,0,562550 +c00100,1,1,75000,100000,0,391990 +c00100,1,1,100000,200000,0,707660 +c00100,1,1,200000,500000,0,311530 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+e01500,0,1,-9e99,1,0,48726595.73107216 +e01500,0,1,1,10000,0,157198206.71642363 +e01500,0,1,10000,25000,0,544800629.5370224 +e01500,0,1,25000,50000,0,1016535277.7406874 +e01500,0,1,50000,75000,0,1054181244.3218284 +e01500,0,1,75000,100000,0,1047772709.0878352 +e01500,0,1,100000,200000,0,2198953279.909152 +e01500,0,1,200000,500000,0,951934109.1908928 +e01500,0,1,500000,1000000,0,176022604.3341589 +e02400,0,1,-9e99,1,0,118700814.6425099 +e02400,0,1,1,10000,0,431663997.71569633 +e02400,0,1,10000,25000,0,836691793.8086432 +e02400,0,1,25000,50000,0,937867709.7812024 +e02400,0,1,50000,75000,0,691253744.6306428 +e02400,0,1,75000,100000,0,545070762.5705036 +e02400,0,1,100000,200000,0,789841288.0220336 +e02400,0,1,200000,500000,0,198381765.4378382 +e02400,0,1,500000,1000000,0,30800555.36459057 +e18400,0,1,10000,25000,0,2821787.530470971 +e18400,0,1,25000,50000,0,12573684.297115454 +e18400,0,1,50000,75000,0,29013447.52922589 +e18400,0,1,75000,100000,0,47986732.32621212 +e18400,0,1,100000,200000,0,224674524.1029645 +e18400,0,1,200000,500000,0,205736070.93902487 +e18400,0,1,500000,1000000,0,79015562.32664609 +e18500,0,1,10000,25000,0,2280605.9861958893 +e18500,0,1,25000,50000,0,6665819.31555262 +e18500,0,1,50000,75000,0,11228420.411638154 +e18500,0,1,75000,100000,0,14904470.710265469 +e18500,0,1,100000,200000,0,52856309.28421894 +e18500,0,1,200000,500000,0,35549653.49753552 +e18500,0,1,500000,1000000,0,9953022.082270728 +e26270,0,1,25000,50000,0,9331000 +e26270,0,1,50000,75000,0,18652000 +e26270,0,1,75000,100000,0,24149000 +e26270,0,1,100000,200000,0,151810000 +e26270,0,1,200000,500000,0,469391000 +e26270,0,1,500000,1000000,0,375212000 diff --git a/tmd/areas/targets/prepare/target_file_library/states/wy_targets.csv b/tmd/areas/targets/prepare/target_file_library/states/wy_targets.csv new file mode 100644 index 00000000..858a8848 --- /dev/null +++ b/tmd/areas/targets/prepare/target_file_library/states/wy_targets.csv @@ -0,0 +1,100 @@ +varname,count,scope,agilo,agihi,fstatus,target +XTOT,0,0,-9e99,9e99,0,579548 +c00100,0,1,1,10000,0,154222000 +c00100,0,1,10000,25000,0,785227000 +c00100,0,1,25000,50000,0,2282122000 +c00100,0,1,50000,75000,0,2581748000 +c00100,0,1,75000,100000,0,2607824000 +c00100,0,1,100000,200000,0,6516474000 +c00100,0,1,200000,500000,0,3638683000 +c00100,0,1,500000,1000000,0,1595212000 +c00100,1,1,-9e99,1,0,7070 +c00100,1,1,1,10000,0,30300 +c00100,1,1,10000,25000,0,45350 +c00100,1,1,25000,50000,0,62330 +c00100,1,1,50000,75000,0,41820 +c00100,1,1,75000,100000,0,30020 +c00100,1,1,100000,200000,0,48250 +c00100,1,1,200000,500000,0,12660 +c00100,1,1,500000,1000000,0,2350 +c00100,1,1,-9e99,1,1,4120 +c00100,1,1,1,10000,1,24710 +c00100,1,1,10000,25000,1,32740 +c00100,1,1,25000,50000,1,37410 +c00100,1,1,50000,75000,1,19110 +c00100,1,1,75000,100000,1,8370 +c00100,1,1,100000,200000,1,7030 +c00100,1,1,200000,500000,1,1900 +c00100,1,1,500000,1000000,1,430 +c00100,1,1,-9e99,1,2,2060 +c00100,1,1,1,10000,2,2770 +c00100,1,1,10000,25000,2,5720 +c00100,1,1,25000,50000,2,13490 +c00100,1,1,50000,75000,2,17250 +c00100,1,1,75000,100000,2,19130 +c00100,1,1,100000,200000,2,39380 +c00100,1,1,200000,500000,2,10430 +c00100,1,1,500000,1000000,2,1850 +c00100,1,1,-9e99,1,4,680 +c00100,1,1,1,10000,4,2310 +c00100,1,1,10000,25000,4,5950 +c00100,1,1,25000,50000,4,9550 +c00100,1,1,50000,75000,4,4240 +c00100,1,1,75000,100000,4,2000 +c00100,1,1,100000,200000,4,1380 +c00100,1,1,200000,500000,4,210 +c00100,1,1,500000,1000000,4,40 +e00200,0,1,-9e99,1,0,62166000 +e00200,0,1,1,10000,0,123406000 +e00200,0,1,10000,25000,0,587766000 +e00200,0,1,25000,50000,0,1790705000 +e00200,0,1,50000,75000,0,1902453000 +e00200,0,1,75000,100000,0,1879926000 +e00200,0,1,100000,200000,0,4452239000 +e00200,0,1,200000,500000,0,1647664000 +e00200,0,1,500000,1000000,0,437741000 +e00300,0,1,-9e99,1,0,11026000 +e00300,0,1,1,10000,0,2365000 +e00300,0,1,10000,25000,0,5347000 +e00300,0,1,25000,50000,0,9186000 +e00300,0,1,50000,75000,0,11125000 +e00300,0,1,75000,100000,0,11341000 +e00300,0,1,100000,200000,0,33307000 +e00300,0,1,200000,500000,0,38482000 +e00300,0,1,500000,1000000,0,23434000 +e01500,0,1,-9e99,1,0,32787658.378691863 +e01500,0,1,1,10000,0,29741480.430120017 +e01500,0,1,10000,25000,0,98606227.6781118 +e01500,0,1,25000,50000,0,258811356.8461769 +e01500,0,1,50000,75000,0,353212586.83653104 +e01500,0,1,75000,100000,0,404500513.1083183 +e01500,0,1,100000,200000,0,1075081234.1340525 +e01500,0,1,200000,500000,0,568473570.2286389 +e01500,0,1,500000,1000000,0,130637062.02590746 +e02400,0,1,1,10000,0,112718543.90612753 +e02400,0,1,10000,25000,0,209183409.7148991 +e02400,0,1,25000,50000,0,267121953.35727552 +e02400,0,1,50000,75000,0,232940154.13317737 +e02400,0,1,75000,100000,0,203049962.35987225 +e02400,0,1,100000,200000,0,374924422.7950152 +e02400,0,1,200000,500000,0,126270663.3947509 +e02400,0,1,500000,1000000,0,25105739.65629479 +e18400,0,1,10000,25000,0,832567.0139409399 +e18400,0,1,25000,50000,0,4040279.6540922704 +e18400,0,1,50000,75000,0,6045431.497125554 +e18400,0,1,75000,100000,0,7239837.525991639 +e18400,0,1,100000,200000,0,30021814.53217964 +e18400,0,1,200000,500000,0,36341958.42406944 +e18400,0,1,500000,1000000,0,15225281.219425246 +e18500,0,1,10000,25000,0,2576991.169080444 +e18500,0,1,25000,50000,0,8314806.064473393 +e18500,0,1,50000,75000,0,8581292.803462552 +e18500,0,1,75000,100000,0,10325925.721822172 +e18500,0,1,100000,200000,0,38159649.55230214 +e18500,0,1,200000,500000,0,39040317.14845632 +e18500,0,1,500000,1000000,0,17060301.00872863 +e26270,0,1,50000,75000,0,12303000 +e26270,0,1,75000,100000,0,18179000 +e26270,0,1,100000,200000,0,147085000 +e26270,0,1,200000,500000,0,393705000 +e26270,0,1,500000,1000000,0,351156000 diff --git a/tmd/areas/targets/prepare/target_recipes/.gitignore b/tmd/areas/targets/prepare/target_recipes/.gitignore new file mode 100644 index 00000000..09ebfa6c --- /dev/null +++ b/tmd/areas/targets/prepare/target_recipes/.gitignore @@ -0,0 +1 @@ +!*.csv diff --git a/tmd/areas/targets/prepare/target_recipes/aka.json b/tmd/areas/targets/prepare/target_recipes/aka.json new file mode 100644 index 00000000..ef59b7b6 --- /dev/null +++ b/tmd/areas/targets/prepare/target_recipes/aka.json @@ -0,0 +1,109 @@ +// run from terminal (not console) with: +// Rscript write_area_target_files.R + +// note: all text values must be in quotes +{ + "areatype": "state", // state or cd in quotes + + // "suffix": "A", // not present, or null, or a capital letter + // "session": 118, // for areatype cd only: not present, or 117 or 118 + + // arealist: + // cds: "all", or a list such as ["AK00", "DE00"] + // Phase 4 cds: ["AK00", "DE00", "ID01", "ID02", "ME02", "MT00", "ND00", "PA08", "SD00", "WY00"], + // states: "all", or a list such as ["ak", "de"] + // Phase 6 states: ["AK", "MN", "NJ", "NM", "VA", "SC"] plus SC + // For testing: ["MN"] + "arealist": ["AK"], + + // target parameters + "notzero": true, // true or false -- whether to allow zero-valued targets + "notnegative": false, // true or false -- whether to allow negative-valued targets + "targets": [ + { + "varname": "c00100", // agi + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 0 + }, + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 1 // Single + }, + + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 2 // Married joint + }, + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 4 // Head of household + }, + { + "varname": "e00200", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e00300", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e01500", // Total pensions and annuities + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e02400", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e18400", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e18400", + "scope": 1, + "count": 2, + "fstatus": 0 + }, + { + "varname": "e18500", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e18500", + "scope": 1, + "count": 2, + "fstatus": 0 + }, + { + "varname": "e26270", + "scope": 1, + "count": 0, + "fstatus": 0 + } + ] +} \ No newline at end of file diff --git a/tmd/areas/targets/prepare/target_recipes/phase6_states.json b/tmd/areas/targets/prepare/target_recipes/phase6_states.json index db85340e..2f2c81bc 100644 --- a/tmd/areas/targets/prepare/target_recipes/phase6_states.json +++ b/tmd/areas/targets/prepare/target_recipes/phase6_states.json @@ -1,86 +1,115 @@ // run from terminal (not console) with: -// Rscript write_area_target_files.R phase6_states.json +// Rscript write_area_target_files.R // note: all text values must be in quotes { "areatype": "state", // state or cd in quotes - // "suffix": "A", // not present, or null, or a capital letter - // "session": 118, // not present, or 117 or 118 -- only present for areatype cd + // "suffix": "", // not present, or null, or a capital letter + // "session": 118, // for areatype cd only: not present, or 117 or 118 // arealist: // cds: "all", or a list such as ["AK00", "DE00"] // Phase 4 cds: ["AK00", "DE00", "ID01", "ID02", "ME02", "MT00", "ND00", "PA08", "SD00", "WY00"], // states: "all", or a list such as ["ak", "de"] - // Phase 6 states: ["AK", "MN", "NJ", "NM", "VA"] plus SC + // Phase 6 states: ["AK", "MN", "NJ", "NM", "VA", "SC"] plus SC + // For testing: ["MN"] "arealist": ["AK", "MN", "NJ", "NM", "VA", "SC"], // target parameters "notzero": true, // true or false -- whether to allow zero-valued targets - "notnegative": true, // true or false -- whether to allow negative-valued targets + "notnegative": false, // true or false -- whether to allow negative-valued targets "targets": [ { - "varname": "c00100", + "varname": "c00100", // agi "scope": 1, - "count": 1, + "count": 0, "fstatus": 0 - }, + }, { - "varname": "c00100", + "varname": "c00100", // agi used to get total count "scope": 1, - "count": 0, + "count": 1, "fstatus": 0 - }, + }, { - "varname": "c00100", + "varname": "c00100", // agi used to get total count "scope": 1, "count": 1, - "fstatus": 1 - }, + "fstatus": 1 // Single + }, + { - "varname": "c00100", + "varname": "c00100", // agi used to get total count "scope": 1, "count": 1, - "fstatus": 2 - }, + "fstatus": 2 // Married joint + }, { - "varname": "c00100", + "varname": "c00100", // agi used to get total count "scope": 1, "count": 1, - "fstatus": 4 + "fstatus": 4 // Head of household }, { "varname": "e00200", "scope": 1, "count": 0, "fstatus": 0 + }, + { + "varname": "e00200", + "scope": 1, + "count": 2, + "fstatus": 0 + }, + { + "varname": "e00300", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e01500", // Total pensions and annuities + "scope": 1, + "count": 0, + "fstatus": 0 }, { - "varname": "e26270", + "varname": "e02400", "scope": 1, "count": 0, - "fstatus": 0, - "agi_exclude": [1, 2, 3] // not present, or a vector of agistubs to include + "fstatus": 0 }, { "varname": "e18400", "scope": 1, "count": 0, - "fstatus": 0, - "agi_exclude": [1, 2] // not present, or a vector of agistubs to include + "fstatus": 0 }, + { + "varname": "e18400", + "scope": 1, + "count": 2, + "fstatus": 0 + }, { "varname": "e18500", "scope": 1, "count": 0, - "fstatus": 0, - "agi_exclude": [1, 2] + "fstatus": 0 }, { - "varname": "e02400", + "varname": "e18500", + "scope": 1, + "count": 2, + "fstatus": 0 + }, + { + "varname": "e26270", "scope": 1, "count": 0, "fstatus": 0 - } + } ] } \ No newline at end of file diff --git a/tmd/areas/targets/prepare/target_recipes/phase6_states_bak.json b/tmd/areas/targets/prepare/target_recipes/phase6_states_bak.json new file mode 100644 index 00000000..7c71c71c --- /dev/null +++ b/tmd/areas/targets/prepare/target_recipes/phase6_states_bak.json @@ -0,0 +1,100 @@ +// run from terminal (not console) with: +// Rscript write_area_target_files.R + +// note: all text values must be in quotes +{ + "areatype": "state", // state or cd in quotes + + // "suffix": "A", // not present, or null, or a capital letter + // "session": 118, // for areatype cd only: not present, or 117 or 118 + + // arealist: + // cds: "all", or a list such as ["AK00", "DE00"] + // Phase 4 cds: ["AK00", "DE00", "ID01", "ID02", "ME02", "MT00", "ND00", "PA08", "SD00", "WY00"], + // states: "all", or a list such as ["ak", "de"] + // Phase 6 states: ["AK", "MN", "NJ", "NM", "VA", "SC"] plus SC + // For testing: ["MN"] + "arealist": "all", + + // target parameters + "notzero": true, // true or false -- whether to allow zero-valued targets + "notnegative": true, // true or false -- whether to allow negative-valued targets + "targets": [ + { + "varname": "c00100", // agi + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 0 + }, + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 1 // Single + }, + + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 2 // Married joint + }, + { + "varname": "c00100", // agi used to get total count + "scope": 1, + "count": 1, + "fstatus": 4 // Head of household + }, + { + "varname": "e00200", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e00300", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e01500", // Total pensions and annuities + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e02400", + "scope": 1, + "count": 0, + "fstatus": 0 + }, + { + "varname": "e18400", + "scope": 1, + "count": 0, + "fstatus": 0, + "agi_exclude": [1, 2] // not present, or a vector of agistubs to include + }, + { + "varname": "e18500", + "scope": 1, + "count": 0, + "fstatus": 0, + "agi_exclude": [1, 2] + }, + { + "varname": "e26270", + "scope": 1, + "count": 0, + "fstatus": 0, + "agi_exclude": [1, 2, 3] // not present, or a vector of agistubs to include + } + ] +} \ No newline at end of file diff --git a/tmd/areas/targets/prepare/target_recipes/phase6_test.json b/tmd/areas/targets/prepare/target_recipes/phase6_test.json index f9f8f018..48c07e24 100644 --- a/tmd/areas/targets/prepare/target_recipes/phase6_test.json +++ b/tmd/areas/targets/prepare/target_recipes/phase6_test.json @@ -6,7 +6,7 @@ "areatype": "state", // state or cd in quotes // "suffix": "A", // not present, or null, or a capital letter - // "session": 118, // not present, or 117 or 118 -- only present for areatype cd + // "session": 118, // for areatype cd only: not present, or 117 or 118 // arealist: // cds: "all", or a list such as ["AK00", "DE00"] diff --git a/tmd/areas/targets/prepare/target_recipes/state_variable_mapping.csv b/tmd/areas/targets/prepare/target_recipes/state_variable_mapping.csv new file mode 100644 index 00000000..c8be8cc9 --- /dev/null +++ b/tmd/areas/targets/prepare/target_recipes/state_variable_mapping.csv @@ -0,0 +1,14 @@ +varname,basesoivname,description,fstatus +XTOT,XTOT,Population,0 +c00100,n1,Total number of returns,0 +c00100,mars1,fstatus == 1,1 +c00100,mars2,fstatus == 2,2 +c00100,mars4,fstatus == 4,4 +c00100,00100,Adjusted gross income,0 +e00200,00200,Wages,0 +e00300,00300,Taxable interest income,0 +e01500,tmd01500_shared_by_soi01700,Pensions total,0 +e02400,tmd02400_shared_by_soi02500,Social Security total,0 +e26270,26270,Combined partnership and S corporation net income/loss,0 +e18400,tmd18400_shared_by_soi18400,State and local income or sales taxes,0 +e18500,tmd18500_shared_by_soi18500,State and local real estate taxes,0 diff --git a/tmd/areas/targets/prepare/target_recipes/test_variable_mapping.csv b/tmd/areas/targets/prepare/target_recipes/test_variable_mapping.csv new file mode 100644 index 00000000..c8be8cc9 --- /dev/null +++ b/tmd/areas/targets/prepare/target_recipes/test_variable_mapping.csv @@ -0,0 +1,14 @@ +varname,basesoivname,description,fstatus +XTOT,XTOT,Population,0 +c00100,n1,Total number of returns,0 +c00100,mars1,fstatus == 1,1 +c00100,mars2,fstatus == 2,2 +c00100,mars4,fstatus == 4,4 +c00100,00100,Adjusted gross income,0 +e00200,00200,Wages,0 +e00300,00300,Taxable interest income,0 +e01500,tmd01500_shared_by_soi01700,Pensions total,0 +e02400,tmd02400_shared_by_soi02500,Social Security total,0 +e26270,26270,Combined partnership and S corporation net income/loss,0 +e18400,tmd18400_shared_by_soi18400,State and local income or sales taxes,0 +e18500,tmd18500_shared_by_soi18500,State and local real estate taxes,0 diff --git a/tmd/areas/targets/prepare/write_area_target_files.R b/tmd/areas/targets/prepare/write_area_target_files.R index 0d9fc6a7..b73dac00 100644 --- a/tmd/areas/targets/prepare/write_area_target_files.R +++ b/tmd/areas/targets/prepare/write_area_target_files.R @@ -76,6 +76,17 @@ OUTDIR <- case_when( recipe$areatype == "cd" ~ CDDIR, .default = "ERROR") +VARIABLE_MAPPING <- case_when( + recipe$areatype == "state" ~ "state_variable_mapping.csv", + recipe$areatype == "cd" ~ "cd_variable_mapping.csv", + .default = "ERROR") + +TOPAGISTUB <- case_when( + recipe$areatype == "state" ~ 10, + recipe$areatype == "cd" ~ 9, + .default = -9) + + #.. check and set defaults for suffix ---- if (is.null(recipe$suffix)) { message("Note: Suffix value is missing. Defaulting to an empty string.") @@ -104,7 +115,7 @@ print(recipe) # allowable target variables are those mapped below # MARS mappings let us get counts by filing status by agi range -vmap <- read_csv(fs::path(DRECIPES, "variable_mapping.csv"), +vmap <- read_csv(fs::path(DRECIPES, VARIABLE_MAPPING), col_types = "ccci") allcount_vars <- c("n1", "mars1", "mars2", "mars4") @@ -127,7 +138,7 @@ target_rules <- recipe$targets |> target_stubs <- target_rules |> select(varname, scope, count, fstatus) |> distinct() |> - cross_join(tibble(agistub=1:9)) |> # allow all agi ranges + cross_join(tibble(agistub=1:TOPAGISTUB)) |> # allow all agi ranges arrange(varname, scope, count, fstatus, agistub) # update target_stubs to drop any agi ranges that are named for exclusion diff --git a/tmd/areas/weights/examine/R/constants.R b/tmd/areas/weights/examine/R/constants.R deleted file mode 100644 index 04e632c2..00000000 --- a/tmd/areas/weights/examine/R/constants.R +++ /dev/null @@ -1,35 +0,0 @@ - -CDICUTS <- c(-Inf, 1, 10e3, 25e3, 50e3, 75e3, 100e3, 200e3, 500e3, Inf) - -# \\wsl.localhost\Ubuntu\home\donboyd5\Documents\python_projects\tax-microdata-benchmarking\tmd\storage\output -TMDDIR <- here::here("..", "..", "..", "storage", "output") -# list.files(TMDDIR) - -TARGETSDIR <- here::here("..", "..", "targets") -TARGETSPREPDIR <- here::here(TARGETSDIR, "prepare") -CDDIR <- fs::path(TARGETSPREPDIR, "cds") -CDINTERMEDIATE <- fs::path(CDDIR, "intermediate") -# dir_ls(CDINTERMEDIATE) - - -# older stuff below ---- -# WEIGHTSDIR <- here::here("..") -# list.files(TARGETSDIR) -# list.files(WEIGHTSDIR) - -# CDZIPURL <- "https://www.irs.gov/pub/irs-soi/congressional2021.zip" -# CDDOCURL <- "https://www.irs.gov/pub/irs-soi/21incddocguide.docx" - -# \\wsl.localhost\Ubuntu\home\donboyd5\Documents\python_projects\tax-microdata-benchmarking\tmd\areas\weights\examine -# \\wsl.localhost\Ubuntu\home\donboyd5\Documents\python_projects\tax-microdata-benchmarking\tmd\areas\targets\prepare -# TARGETSPREPDIR <- here::here("..", "..", "targets", "prepare") -# print(TARGETSPREPDIR) # Should print the absolute path to the folder -# list.files(TARGETSPREPDIR) - -# CDDIR <- here::here("cds") -# CDDIR <- fs::path(TARGETSPREPDIR, "cds") -# CDRAW <- fs::path(CDDIR, "raw_data") -# CDINTERMEDIATE <- fs::path(CDDIR, "intermediate") -# CDFINAL <- fs::path(CDDIR, "final") -# list.files(CDFINAL) -# CDDOCEXTRACT <- "cd_documentation_extracted_from_21incddocguide.docx.xlsx" diff --git a/tmd/areas/weights/examine/R/functions.R b/tmd/areas/weights/examine/R/functions.R index ae8d1c9f..57ecc414 100644 --- a/tmd/areas/weights/examine/R/functions.R +++ b/tmd/areas/weights/examine/R/functions.R @@ -1,4 +1,7 @@ + +# utility functions ------------------------------------------------------- + ht <- function(df, nrecs = 6) { print(utils::head(df, nrecs)) print(utils::tail(df, nrecs)) @@ -9,4 +12,203 @@ ns <- function(obj){ } +# functions to prepare data ----------------------------------------------- + + +save_weights <- function(){ + + # Get and save a wide tibble of weights each time new weights are produced. + # Once the file is created and saved, retrieval is much faster. It has one row + # per tmd record and a column for the 2021 weight of each area (column names + # are ak00, ..., wy00). Add a `row` (row number) column to make sorting and + # merging safer when the file is used Save it in the `intermediate` folder of + # this project as state_weights.rds or cd_weights.rds as appropriate. For + # Congressional Districts the file is approximately 380 mb, for states it is + # about 50mb. This program is time consuming for Congressional Districts (~2+ + # minutes) when weights for all 436 districts are read, so set `eval: false` + # in the `get-save-weights` chunk after an initial run that gets the data. + + get_file <- function(fpath){ + fname <- fs::path_file(fpath) + area <- stringr::word(fname, 1, sep = "_") + print(area) + vroom::vroom(fpath, col_select = "WT2021") |> + rename(!!area := WT2021) # create a column named for the area, with its 2021 weight as its value + } + + a <- proc.time() + weightfiles <- fs::dir_ls(CONSTANTS$WEIGHTS_DIR) |> + str_subset("tmd_weights.csv.gz") + weights <- purrr::map(weightfiles, get_file) |> + purrr::list_cbind() |> + dplyr::mutate(row=row_number()) |> + dplyr::relocate(row) + b <- proc.time() + print(b - a) + print("saving weights file...") + system.time(saveRDS(weights, fs::path(CONSTANTS$OUTPUT_DIR, "weights.rds"))) + print(paste0("Weights file includes: ", paste(names(weights)[-1], collapse=", "))) +} + + +combine_tmd_and_weights <- function(taxcalc_vars, tmd2021, weights){ + + agilabels <- readr::read_csv(fs::path(CONSTANTS$RAW_DIR, "agilabels.csv")) # Martin Holmer uses 9e99 for top valueinstead of Inf + agicuts <- c(agilabels$agilo[-1], 9e99) + + tmdplusweights <- tmd2021 |> + select(RECID, data_source, MARS, us=s006, all_of(taxcalc_vars)) |> + mutate(row=row_number(), + agistub=cut(c00100, agicuts, right = FALSE, ordered_result = TRUE) |> + as.integer()) |> + left_join(weights, by = join_by(row)) |> + relocate(row, agistub, .after = RECID) |> + relocate(us, .after = iitax) + + return(tmdplusweights) +} + + +get_tmdplusweights <- function(taxcalc_vars){ + # Get `cached_allvars.csv`, a saved version of data from an object constructed + # during creation of area weights, in the file + # `create_taxcalc_cached_files.py`. `cached_allvars.csv` is the then-current + # tmd file with 2021 values, run through Tax-Calculator with 2021 law, written + # as csv. It includes all Tax-Calculator input and output variables. + fpath <- fs::path(CONSTANTS$TMDDIR, "cached_allvars.csv") + tmd2021 <- vroom(fpath) + weights <- readRDS(fs::path(CONSTANTS$OUTPUT_DIR, "weights.rds")) + + tmdplusweights <- combine_tmd_and_weights(taxcalc_vars, tmd2021, weights) + return(tmdplusweights) +} + +get_wtdsums <- function(tmdplusweights, taxcalc_vars){ + # Calculate and save sums by area, data_source, and AGI range. Making this + # step efficient is crucial. For example, with 10 variables, up to 400+ areas, + # 9 AGI categories, and 2 data_source categories, we'd gave over 70k potential + # sums. + + # The approach taken here is to make a longer tmd file that has one row for + # each tax-calculator variable of interest for each tax unit, while + # maintaining the 400+ columns for areas, multiplying each variable's value by + # all of the weights (400+ weighted values) and summing by groups of interest. + # This is the second-fastest of the approaches investigated, and the easiest + # and least-error-prone to maintain as we add variables of interest. + + # The resulting dataframe with sums and counts of interest is small, and easy + # to manipulate. + + a <- proc.time() + long1 <- tmdplusweights |> + pivot_longer(cols = all_of(taxcalc_vars), + names_to = "varname") |> # same name Martin Holmer uses + relocate(varname, value, .before=us) # cds: ~ 3gb used in creating, ~ 7gb total size + # pryr::object_size(long1) + + # ~ 8gb used in creating wtditems, but it is not very large + wtdsums <- long1 |> + summarise(across(-c(RECID:value), + list( + sum = \(x) sum(x * value), + nzcount = \(x) sum(x * (value != 0)), + anycount = \(x) sum(x) + ) + ), + .by=c(MARS, agistub, data_source, varname)) |> + pivot_longer(-c(MARS, agistub, data_source, varname), + names_to = "area_valuetype") |> + separate_wider_delim(area_valuetype, "_", names=c("area", "valuetype")) + b <- proc.time() + print(b - a) + return(wtdsums) +} + +enhance_wtdsums <- function(wtdsums){ + # sums across all marital status + sums_plus_marstot <- wtdsums |> + summarise(value=sum(value), + .by=c(area, agistub, data_source, varname, valuetype)) |> + mutate(MARS=0) |> + bind_rows(wtdsums) + + # sum across all income ranges + sums_plus_agistubtot <- sums_plus_marstot |> + summarise(value=sum(value), + .by=c(area, MARS, data_source, varname, valuetype)) |> + mutate(agistub=0) |> + bind_rows(sums_plus_marstot) + + # sum across all data_source values + sums_plus_dstot <- sums_plus_agistubtot |> + summarise(value=sum(value), + .by=c(area, MARS, agistub, varname, valuetype)) |> + mutate(data_source=9) |> + bind_rows(sums_plus_agistubtot) |> + rename(wtdsum = value) + + return(sums_plus_dstot) +} + +save_enhanced_weighted_sums <- function(taxcalc_vars){ + + tmdplusweights <- get_tmdplusweights(taxcalc_vars) + wtdsums <- get_wtdsums(tmdplusweights, taxcalc_vars) + wtdsums_enhanced <- enhance_wtdsums(wtdsums) + + write_csv(wtdsums_enhanced, fs::path(CONSTANTS$OUTPUT_DIR, "wtdsums_enhanced.csv")) +} + + + +# create combined comparison file ----------------------------------------- + +get_combined_file <- function(){ + + targets_available <- readr::read_csv(fs::path(CONSTANTS$TARGETS_DIR, "enhanced_targets.csv")) |> + dplyr::rename(area = 1) |> # fix this earlier in process + dplyr::mutate(area = stringr::str_to_lower(area)) + + target_files <- fs::dir_ls(CONSTANTS$WEIGHTS_DIR) |> + stringr::str_subset("targets.csv") |> + stringr::str_subset("enhanced", negate = TRUE) # allows us to have enhanced_targets.csv in folder + + targets_used <- vroom::vroom(target_files, id="area") |> + dplyr::mutate(area = fs::path_file(area), + area = stringr::word(area, sep = "_"), + targeted = TRUE) + + wtdsums <- readr::read_csv(fs::path(CONSTANTS$OUTPUT_DIR, "wtdsums_enhanced.csv")) + vmap <- readr::read_csv(fs::path(CONSTANTS$RECIPES_DIR, paste0(CONSTANTS$AREA_TYPE, "_variable_mapping.csv"))) + + combined <- wtdsums |> + dplyr::rename(fstatus = MARS) |> + dplyr::mutate(scope = case_when(data_source == 0 ~ 2, # cps only + data_source == 1 ~ 1, # puf only + data_source == 9 ~ 0, # all records + .default = -9), # ERROR + count = case_when(valuetype == "sum" ~ 0, + valuetype == "anycount" ~ 1, + valuetype == "nzcount" ~ 2, + .default = -9) # ERROR + ) |> + left_join(vmap, relationship = "many-to-many", + by = join_by(fstatus, varname)) |> + left_join(targets_available |> + select(-c(sort, description)), + by = join_by(area, scope, count, fstatus, basesoivname, agistub)) |> + filter(!is.na(soivname)) |> + left_join(targets_used |> + select(-target), + by = join_by(area, fstatus, varname, scope, count, agilo, agihi))|> + mutate(diff = wtdsum - target, + pdiff = diff / target, + targeted = ifelse(is.na(targeted), FALSE, TRUE)) |> + arrange(area, scope, count, fstatus, varname, agistub) |> + mutate(sort=row_number(), .by=area) |> + relocate(sort, .after = area) |> + select(area, sort, scope, count, fstatus, varname, basesoivname, agistub, agilabel, target, wtdsum, diff, pdiff, targeted, description) + + return(combined) +} diff --git a/tmd/areas/weights/examine/R/functions_constants.R b/tmd/areas/weights/examine/R/functions_constants.R new file mode 100644 index 00000000..cbc32722 --- /dev/null +++ b/tmd/areas/weights/examine/R/functions_constants.R @@ -0,0 +1,63 @@ +# initial WEIGHTSDIR /home/donboyd5/Documents/python_projects/scratch/phase5_salt +# "\\wsl.localhost\Ubuntu-24.04\home\donboyd5\Documents\python_projects\backups\tmd_items_2024-12-20\states" +# pp <- "/home/donboyd5/Documents/python_projects" +# WEIGHTSDIR <- fs::path(pp, "backups/tmd_items_2024-12-20/states") + +# \\wsl.localhost\Ubuntu-24.04\home\donboyd5\Documents\python_projects\tax-microdata-benchmarking\tmd\areas\targets\prepare\prepare_states\data\intermediate +# \\wsl.localhost\Ubuntu-24.04\home\donboyd5\Documents\python_projects\tax-microdata-benchmarking\tmd\areas\targets\prepare\prepare_cds\cds\intermediate + +# functions_constants.R +get_constants <- function(area_type) { + # Validate input + valid_area_types <- c("state", "cd", "test") + if (!area_type %in% valid_area_types) { + stop("area_type must be one of: ", paste(valid_area_types, collapse = ", ")) + } + + # Common constants + constants <- list( + AREA_TYPE = area_type, + PHASE6_STATES = c("AK", "MN", "NJ", "NM", "VA"), + TMDHOME = fs::path(here::here(), "..", "..", "..", ".."), + TMDDIR = NULL, # Will be derived + TMDAREAS = NULL, # Will be derived + RECIPES_DIR = NULL # Will be derived + ) + + # Derive dependent common constants + constants$TMDDIR <- fs::path(constants$TMDHOME, "tmd", "storage", "output") + constants$TMDAREAS <- fs::path(constants$TMDHOME, "tmd", "areas") + constants$RECIPES_DIR <- fs::path(constants$TMDAREAS, "targets", "prepare", "target_recipes") + + # area_type-specific constants + area_constants <- switch(area_type, + "state" = list( + # local Google Drive folder + WEIGHTS_DIR = "/mnt/g/.shortcut-targets-by-id/1pEdofaxeQgEeDLM8NOpo0vOGL1jT8Qa1/AFPI_2024/Phase 6/states/", + RAW_DIR = fs::path(constants$TMDAREAS, "targets", "prepare", "prepare_states", "data", "data_raw"), + TARGETS_DIR = fs::path(constants$TMDAREAS, "targets", "prepare", "prepare_states", "data", "intermediate"), + OUTPUT_DIR = here::here("data_state") + ), + "cd" = list( + WEIGHTS_DIR = "", + RAW_DIR = fs::path(constants$TMDAREAS, "targets", "prepare", "prepare_cds", "cds", "raw_data"), + TARGETS_DIR = fs::path(constants$TMDAREAS, "targets", "prepare", "prepare_cds", "cds", "intermediate"), + OUTPUT_DIR = here::here("data_cd") + ),"test" = dplyr::lst( # allows reference to earlier elements + WEIGHTS_DIR = "/mnt/e/test_states/", + RAW_DIR = WEIGHTS_DIR, + TARGETS_DIR = WEIGHTS_DIR, + OUTPUT_DIR = WEIGHTS_DIR + ), + ) + + # Combine common and area-specific constants + c(constants, area_constants) +} + +# normalizePath(TMDHOME) +# normalizePath(TMDDIR) +# normalizePath(TMDAREAS) +# normalizePath(STATEINTERMEDIATE) +# normalizePath(CDRAW) + diff --git a/tmd/areas/weights/examine/_area-template.qmd b/tmd/areas/weights/examine/_area-template.qmd new file mode 100644 index 00000000..7aec6158 --- /dev/null +++ b/tmd/areas/weights/examine/_area-template.qmd @@ -0,0 +1,22 @@ +## Results for area: `r stringr::str_to_upper("{{area}}")` + +```{r} +#| echo: false +#| column: page + +areatab <- compfile |> + filter(area == "{{area}}") |> + gt() |> + tab_header(title = paste("Results for", stringr::str_to_upper("{{area}}"))) |> + fmt_number(columns = c(target, wtdsum, diff), + scale = 1e-6, + decimals = 1) |> + fmt_percent(columns = pdiff, + decimals = 2) + + +areatab + +``` + + diff --git a/tmd/areas/weights/examine/_area-template_dt.qmd b/tmd/areas/weights/examine/_area-template_dt.qmd new file mode 100644 index 00000000..fe559ff4 --- /dev/null +++ b/tmd/areas/weights/examine/_area-template_dt.qmd @@ -0,0 +1,30 @@ +## Results for area: `r stringr::str_to_upper("{{area}}")` + +```{r} +#| echo: false +#| column: page + +areatab <- compfile |> + filter(area == "{{area}}") |> + select(-basesoivname) |> + mutate(across(c(sort, scope, count, fstatus, varname, agistub, agilabel), + \(x) as.factor(x)), + across(c(target, wtdsum, diff), + \(x) case_when(varname == "XTOT" & count == 0 ~ x, + count == 0 ~ x / 1e6, + count == 1 ~ x, + .default = x))) |> + DT::datatable(rownames = FALSE, + options = list(order = list(1, "asc"), # use 2nd column (1) for sorting + scrollX = TRUE, scrollY = TRUE, paging = TRUE, pageLength = 25, + autoWidth = TRUE), + filter="top", + escape = FALSE) |> + formatCurrency(columns = c("target", "wtdsum", "diff"), currency="", digits=1) |> + formatPercentage(columns = c("pdiff"), digits = 1) + +areatab + +``` + + diff --git a/tmd/areas/weights/examine/_quarto.yml b/tmd/areas/weights/examine/_quarto.yml index 58f50cc3..307623ae 100644 --- a/tmd/areas/weights/examine/_quarto.yml +++ b/tmd/areas/weights/examine/_quarto.yml @@ -19,7 +19,7 @@ execute: eval: true echo: true output: true - freeze: auto # auto: during global project renders, re-render only when source changes + freeze: false # auto: during global project renders, re-render only when source changes book: title: "Examine results using area weights" @@ -29,18 +29,20 @@ book: date-format: long chapters: - index.qmd - - part: "IRS Congressional District data" + # - part: "Examine Congressional Districts" + # chapters: + # # - cd_overall_documentation.qmd + # - cd_get_and_save_selected_ACS_data.qmd + # - cd_get_and_save_cd_weights.qmd + # - cd_get_tmd_and_summarize_and_save_cd_weighted_results.qmd + # - cd_get_and_save_targets.qmd + # - cd_combine_data_for_tables.qmd + # - cd_comparison_summary.qmd + - part: "Examine states" chapters: - # - cd_overall_documentation.qmd - - cd_get_and_save_selected_ACS_data.qmd - - cd_get_and_save_cd_weights.qmd - - cd_get_tmd_and_summarize_and_save_cd_weighted_results.qmd - - cd_get_and_save_targets.qmd - - cd_combine_data_for_tables.qmd - - cd_comparison_summary.qmd - # - cd_prepare_examination_data.qmd - # - cd_simple_tables.qmd - # - cd_results_vs_targets_tables.qmd + - state_data_preparation.qmd + - state_summary_analysis.qmd + - individual_state_reports.qmd format: html: diff --git a/tmd/areas/weights/examine/individual_state_reports.qmd b/tmd/areas/weights/examine/individual_state_reports.qmd new file mode 100644 index 00000000..6e5e6376 --- /dev/null +++ b/tmd/areas/weights/examine/individual_state_reports.qmd @@ -0,0 +1,84 @@ +--- +output: html_document +editor_options: + chunk_output_type: console +execute: + freeze: false + +--- + +# State analysis -- individual state reports + +```{r} +#| label: setup +#| output: false + +source(here::here("R", "libraries.R")) +source(here::here("R", "functions.R")) +source(here::here("R", "functions_constants.R")) + +``` + + +```{r} +#| label: constants +#| output: false + +AREA_TYPE <- "state" # if want to redefine constants +# AREA_TYPE <- "test" # if want to redefine constants + +CONSTANTS <- get_constants(AREA_TYPE) +# CONSTANTS +# CONSTANTS$WEIGHTS_DIR + +``` + +## Explanation of individual-state tables + +The next sections have results for selected states, in filterable and searchable form. + +Units: + +- Dollar amounts are in $ millions (varname==amount for target, wtdvalue, and diff) +- Counts (including XTOT) are actual numbers + +scope: + +- 0 = total population +- 1 = filers +- 2 = nonfilers (none currently in the table) + +fstatus: + +- 0 = sum of all statuses +- 1 = married joint +- 2 = single +- 3 = married filing separately (not targeted) +- 4 = head of household + +targeted: + +- true = item was targeted +- false = variable was in target file but item was not targeted (e.g., amount was targeted but not count, or item was commented out) + +Dropdown boxes and search fields allow narrowing down the records that are displayed. + + +```{r} +#| results: asis +#| echo: false + +compfile <- readr::read_csv(fs::path(CONSTANTS$OUTPUT_DIR, "compfile.csv"), + show_col_types = FALSE) + +areas <- c(CONSTANTS$PHASE6_STATES, "SC") |> stringr::str_to_lower() +# areas <- c("ak") + +for(area in areas) { + template <- readLines("_area-template_dt.qmd") + template <- str_replace_all(template, coll("{{area}}"), area) + cat(knitr::knit_child(text = template, quiet = TRUE)) + cat("\n\n") +} + +``` diff --git a/tmd/areas/weights/examine/renv.lock b/tmd/areas/weights/examine/renv.lock index bcace3ab..8555d453 100644 --- a/tmd/areas/weights/examine/renv.lock +++ b/tmd/areas/weights/examine/renv.lock @@ -1161,12 +1161,11 @@ }, "pillar": { "Package": "pillar", - "Version": "1.9.0", + "Version": "1.10.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "cli", - "fansi", "glue", "lifecycle", "rlang", @@ -1174,7 +1173,7 @@ "utils", "vctrs" ], - "Hash": "15da5a8412f317beeee6175fbc76f4bb" + "Hash": "101ca350beea21261a15ba169d7a8513" }, "pkgconfig": { "Package": "pkgconfig", diff --git a/tmd/areas/weights/examine/state_data_preparation.qmd b/tmd/areas/weights/examine/state_data_preparation.qmd new file mode 100644 index 00000000..b0f5dd0f --- /dev/null +++ b/tmd/areas/weights/examine/state_data_preparation.qmd @@ -0,0 +1,74 @@ +--- +output: html_document +editor_options: + chunk_output_type: console +--- + +# State data preparation + +## Setup + +```{r} +#| label: setup +#| output: false + +source(here::here("R", "libraries.R")) +source(here::here("R", "functions.R")) +source(here::here("R", "functions_constants.R")) + +``` + +```{r} +#| label: constants +#| output: false + +AREA_TYPE = "state" +# AREA_TYPE = "test" + +CONSTANTS <- get_constants(AREA_TYPE) +CONSTANTS + +``` + + +## ONETIME: Get and save weights + +Get and save a wide tibble of weights each time new weights are produced. Once the file is created and saved, retrieval is much faster. + +```{r} +#| label: ONETIME-save-weights +#| eval: true +#| output: false + +save_weights() + +``` + +## ONETIME: Supplement the weights file with selected tmd variables and summarize + +Supplement the weights with selected tmd variables and summarize. Repeat when weights change, or the tmd data change, or desired tmd variables change. + + +```{r} +#| label: ONETIME-save-enhanced-weighted-tmd-sums +#| eval: true +#| output: false + +TAXCALC_VARS <- c("XTOT", "c00100", "e00200", "e00300", "e01500", "e02400", "e26270", "e18400", "e18500", "iitax") +save_enhanced_weighted_sums(TAXCALC_VARS) + +``` + +## Prepare target comparison file + +```{r} +#| label: save-final-file +#| output: false + +compfile <- get_combined_file() +write_csv(compfile, fs::path(CONSTANTS$OUTPUT_DIR, "compfile.csv")) +# skim_without_charts(compfile) + +``` + + diff --git a/tmd/areas/weights/examine/state_summary_analysis.qmd b/tmd/areas/weights/examine/state_summary_analysis.qmd new file mode 100644 index 00000000..a711994f --- /dev/null +++ b/tmd/areas/weights/examine/state_summary_analysis.qmd @@ -0,0 +1,189 @@ +--- +output: html_document +editor_options: + chunk_output_type: console +--- + +# State summary analysis + +## Setup + +```{r} +#| label: setup +#| output: false + +source(here::here("R", "libraries.R")) +source(here::here("R", "functions.R")) +source(here::here("R", "functions_constants.R")) + +``` + +```{r} +#| label: constants +#| output: false + +AREA_TYPE <- "state" # if want to redefine constants + +CONSTANTS <- get_constants(AREA_TYPE) +# CONSTANTS + +``` + + +```{r} +#| label: get-data +#| output: false + +compfile <- readr::read_csv(fs::path(CONSTANTS$OUTPUT_DIR, "compfile.csv"), + show_col_types = FALSE) +``` + + +```{r} +#| label: ftab +#| output: false + +ftab <- function(tabdf, header, subheader){ + tabdf |> + select(area, scope, count, fstatus, varname, description, agistub, agilabel, target, wtdsum, diff, pdiff, targeted) |> + gt() |> + tab_header(title=header, + subtitle = subheader) |> + fmt_percent(columns = pdiff, decimals=1) |> + fmt_currency(columns = c(target, wtdsum, diff), + rows = count == 0, + scale = 1e-9, + decimals = 2) |> + fmt_number(columns = c(target, wtdsum, diff), + rows = count > 0, + scale = 1e-3, + decimals = 1) +} + + +``` + + +## Selected results for agistub 0 -- total amounts for variables, whether targeted or not + + +```{r} +#| label: top-20-pdiff-agistub0 +#| column: page + +tabdf <- compfile |> + filter(agistub == 0, area != "us") |> + arrange(desc(abs(pdiff))) |> + filter(row_number() <= 20) + +header <- "Top 20 worst percentage differences from potential target for agistub 0" +subheader <- "Amounts in $ billions, counts in thousands" + +ftab(tabdf, header, subheader) + +``` + + +```{r} +#| label: top-20-diff-agistub0 +#| column: page + +tabdf <- compfile |> + filter(agistub == 0, area != "us") |> + mutate(group = count==0) |> + arrange(group, desc(abs(diff))) |> + group_by(group) |> + filter(row_number() <= 10) |> + ungroup() |> + select(-group) + +header <- "Top 10 each worst dollar and count differences from potential target, agistub 0" +subheader <- "Amounts in $ billions, counts in thousands" + +ftab(tabdf, header, subheader) + +``` + + + + +## Selected results for targeted variables + +```{r} +#| label: top-20-pdiff-targeted +#| column: page + +tabdf <- compfile |> + filter(targeted, area != "us") |> + arrange(desc(abs(pdiff))) |> + filter(row_number() <= 20) + +header <- "Top 20 worst percentage differences from target, targeted items" +subheader <- "Amounts in $ billions, counts in thousands" + +ftab(tabdf, header, subheader) + +``` + + +```{r} +#| label: top-20-diff-targeted +#| column: page + +tabdf <- compfile |> + filter(targeted, area != "us") |> + mutate(group = count==0) |> + arrange(group, desc(abs(diff))) |> + group_by(group) |> + filter(row_number() <= 10) |> + ungroup() |> + select(-group) + +header <- "Top 10 each worst dollar and count differences from target, targeted items" +subheader <- "Amounts in $ billions, counts in thousands" + +ftab(tabdf, header, subheader) + + +``` + + +## Selected results for untargeted variables and unused targets + +```{r} +#| label: top-20-pdiff-untargeted +#| column: page + +tabdf <- compfile |> + filter(!targeted, area != "us") |> + arrange(desc(abs(pdiff))) |> + filter(row_number() <= 20) + +header <- "Top 20 worst percentage differences from potential target, untargeted items" +subheader <- "Amounts in $ billions, counts in thousands" + +ftab(tabdf, header, subheader) + +``` + + +```{r} +#| label: top-20-diff-untargeted +#| column: page + +tabdf <- compfile |> + filter(!targeted, area != "us") |> + mutate(group = count==0) |> + arrange(group, desc(abs(diff))) |> + group_by(group) |> + filter(row_number() <= 10) |> + ungroup() |> + select(-group) + +header <- "Top 10 each worst dollar and count differences from potential target, untargeted items" +subheader <- "Amounts in $ billions, counts in thousands" + +ftab(tabdf, header, subheader) + + +```