Chapter one graphs and tables
Craig, Scott
2023-08-24
7 Classes of Neighborhoods
| class | tracts | overall | aus | dal | sat |
|---|---|---|---|---|---|
| 1 | 199 | 0.181 | 0.302 | 0.165 | 0.132 |
| 2 | 243 | 0.222 | 0.037 | 0.262 | 0.272 |
| 3 | 127 | 0.116 | 0.140 | 0.167 | 0.025 |
| 4 | 117 | 0.107 | 0.074 | 0.048 | 0.213 |
| 5 | 160 | 0.146 | 0.405 | 0.106 | 0.048 |
| 6 | 113 | 0.103 | 0.037 | 0.171 | 0.042 |
| 7 | 138 | 0.126 | 0.005 | 0.080 | 0.267 |
### Loadings
## Dim.1 Dim.2 Dim.3 Dim.4
## bldg perm00-04 0.34859726 -0.10484566 0.243855563 0.0666004519
## bldg perm05-09 0.36674059 -0.07991236 0.283972959 0.1082313907
## bldg perm10-14 0.40882362 0.03254780 0.305548705 0.1658580127
## bldg perm15-19 0.33565005 -0.01799571 0.271626858 0.1339225574
## land dev01 -0.30273919 0.67167845 0.423361473 0.1990875212
## land dev11 -0.27470326 0.61700969 0.461117011 0.1907121683
## land dev19 -0.26519029 0.58782429 0.472678234 0.1799594169
## access to food00 -0.21600129 0.40551684 0.595047473 0.0669353029
## access to food10 -0.21600129 0.40551684 0.595047473 0.0669353029
## access to food19 -0.16185850 0.36012887 0.600269390 0.0962604116
## House <10 00 0.36985425 -0.44980519 0.566198636 -0.0003110032
## House <10 12 0.32771086 -0.54243816 0.560972247 0.0405413728
## House <10 19 0.19640903 -0.37537438 0.616072179 0.1951906670
## House >30 00 -0.45838297 0.57817576 0.005632827 0.0859765741
## House >30 12 -0.52424159 0.67413808 0.026907479 0.1233856038
## House >30 19 -0.50402706 0.63524280 0.023789604 0.1426978333
## perc NHW00 0.88259860 0.16345821 -0.020939533 -0.0982801387
## perc NHW12 0.89199256 0.31497142 0.020219993 -0.0703322067
## perc NHW19 0.86540198 0.35677866 0.085078442 -0.0541820490
## percent NHB00 -0.30836437 -0.25412516 -0.198468294 0.8402067659
## perc NHB12 -0.24738760 -0.32123243 -0.221643019 0.8532151273
## perc NHB19 -0.22506236 -0.35143356 -0.197430308 0.8390467612
## perc Hispanic00 -0.73276801 0.04391515 0.111744706 -0.5231132888
## perc Hispanic12 -0.78313104 -0.02204418 0.075239732 -0.5432480015
## perc Hispanic19 -0.80062360 -0.04118301 -0.024605492 -0.5162009087
## p age >60 00 0.01127651 0.63162111 -0.424636061 0.1062147220
## p age >60 12 0.14821335 0.63169757 -0.535880162 0.1087209877
## p age >60 19 0.27782240 0.60112716 -0.520639607 0.0526245331
## 4+ yrs college00 0.89558091 0.18046973 0.136847388 0.0469979949
## 4+ yrs college12 0.91435105 0.20750238 0.144054439 0.0253961439
## 4+ yrs college19 0.89324837 0.21479204 0.210345134 0.0377662039
## med HH inc00 0.80424138 0.12374263 -0.231046891 -0.1312761728
## med HH inc12 0.81328197 0.17558673 -0.207583751 -0.1511130849
## med HH inc19 0.83141145 0.21379719 -0.132974504 -0.1378258780
## ln(pop00) -0.25112323 0.13888586 0.074961013 -0.0036203030
## ln(pop12) -0.02453773 -0.35811617 0.079408983 -0.1964616582
## ln(pop19) 0.03681386 -0.45254848 0.101075385 -0.1789385670
## Dim.5 Dim.6 Dim.7
## bldg perm00-04 0.718541495 -0.067210383 -0.0721488385
## bldg perm05-09 0.802196988 -0.155880590 -0.0526187232
## bldg perm10-14 0.775998289 -0.143008391 -0.0499097694
## bldg perm15-19 0.783718981 -0.164531812 -0.0417572954
## land dev01 -0.144881547 0.147773212 -0.3841895119
## land dev11 -0.179514639 0.137995679 -0.4180764026
## land dev19 -0.189037438 0.129869636 -0.4250638833
## access to food00 -0.077120122 0.084727574 0.6014540898
## access to food10 -0.077120122 0.084727574 0.6014540898
## access to food19 -0.102286867 0.094865553 0.4134701935
## House <10 00 -0.338974584 -0.010866248 -0.1478136464
## House <10 12 -0.182670785 -0.114149296 -0.0870223239
## House <10 19 -0.173533923 -0.217902202 -0.1212896903
## House >30 00 0.317812279 -0.151204735 0.1004423227
## House >30 12 0.184116608 -0.040047498 0.0186120133
## House >30 19 0.009139397 0.159178838 -0.1131798324
## perc NHW00 -0.152796572 0.150578696 0.0262470574
## perc NHW12 -0.065672365 0.004677079 0.0068137472
## perc NHW19 0.011115444 -0.036578526 -0.0077499676
## percent NHB00 0.066999823 0.033102031 0.0506124678
## perc NHB12 -0.002180719 0.093374487 0.0671424278
## perc NHB19 -0.059703863 0.096998154 0.0788625124
## perc Hispanic00 0.162602189 -0.198807869 -0.0401087207
## perc Hispanic12 0.132707081 -0.096152173 -0.0320427667
## perc Hispanic19 0.118676953 -0.048871973 -0.0244272460
## p age >60 00 0.222550951 -0.019604945 0.0273078161
## p age >60 12 0.077684989 -0.018240399 0.0004526779
## p age >60 19 0.048404625 0.058439464 -0.0167593608
## 4+ yrs college00 -0.147870833 0.078848770 -0.0776316141
## 4+ yrs college12 -0.063881042 -0.025311839 -0.0430694852
## 4+ yrs college19 -0.028924014 -0.085954246 -0.0409149440
## med HH inc00 -0.080417034 0.213412272 0.0833535657
## med HH inc12 -0.054388601 0.113828716 0.1052553094
## med HH inc19 0.010803234 0.068121384 0.1151738176
## ln(pop00) 0.232228830 0.733265586 -0.0860526353
## ln(pop12) 0.279122717 0.816598771 -0.0141245471
## ln(pop19) 0.294965177 0.717655719 0.0075102829
### LPA
### Table of means
## V1 V2 V3 V4 V5 V6 V7
## classy1 1.00 2.00 3.00 4.00 5.00 6.00 7.00
## y00_04 364.57 63.01 561.21 133.79 867.06 226.40 78.43
## y05_09 423.96 42.55 746.09 139.22 1108.56 286.73 43.49
## y10_14 501.82 29.86 670.06 85.79 1272.57 347.50 36.62
## y15_19 580.77 30.77 1045.61 134.52 1317.34 387.98 41.65
## pnhw00 0.46 0.57 0.22 0.52 0.81 0.21 0.21
## pnhw12 0.41 0.40 0.15 0.39 0.77 0.16 0.15
## pnhw19 0.41 0.34 0.14 0.33 0.73 0.17 0.12
## pnhb00 0.08 0.11 0.50 0.08 0.02 0.26 0.03
## pnhb12 0.07 0.13 0.49 0.09 0.02 0.22 0.03
## pnhb19 0.08 0.14 0.45 0.10 0.03 0.21 0.03
## phisp00 0.41 0.25 0.26 0.36 0.11 0.49 0.73
## phisp12 0.46 0.36 0.32 0.46 0.14 0.59 0.81
## phisp19 0.44 0.40 0.37 0.49 0.15 0.59 0.83
## p60yage00 0.11 0.10 0.12 0.10 0.15 0.10 0.14
## p60yage12 0.13 0.14 0.14 0.12 0.19 0.11 0.16
## p60yage19 0.15 0.17 0.16 0.14 0.23 0.13 0.17
## mhhinc00 67871.00 90740.00 61412.00 91702.00 136457.00 53348.00 52545.00
## mhhinc12 62525.00 74032.00 50859.00 86565.00 131093.00 42978.00 44819.00
## mhhinc19 72709.00 77198.00 56828.00 89890.00 145600.00 48145.00 48575.00
## pedu00 0.30 0.32 0.15 0.26 0.60 0.15 0.09
## pedu12 0.34 0.31 0.17 0.30 0.66 0.13 0.09
## pedu19 0.41 0.32 0.20 0.32 0.71 0.18 0.11
## pop00 8.05 8.40 8.14 7.50 8.10 8.44 8.33
## pop12 8.14 8.52 8.36 8.41 8.27 8.38 8.29
## pop19 8.25 8.61 8.52 8.63 8.38 8.44 8.36
## dev01 0.88 0.86 0.62 0.29 0.77 0.98 0.98
## dev11 0.90 0.89 0.68 0.40 0.80 0.98 0.99
## dev19 0.91 0.90 0.70 0.45 0.81 0.98 0.99
## fa00 0.38 0.22 0.19 0.03 0.24 0.45 0.43
## fa10 0.38 0.22 0.19 0.03 0.24 0.45 0.43
## fa19 0.45 0.30 0.23 0.07 0.29 0.53 0.43
## ph10yr00 0.73 0.73 0.62 0.70 0.70 0.72 0.57
## ph10yr12 0.67 0.64 0.62 0.68 0.63 0.63 0.51
## ph10yr19 0.58 0.52 0.52 0.53 0.51 0.56 0.43
## ph30yr00 0.41 0.17 0.44 0.14 0.37 0.53 0.70
## ph30yr12 0.55 0.41 0.50 0.22 0.48 0.75 0.83
## ph30yr19 0.65 0.67 0.57 0.30 0.60 0.87 0.89| class | tracts | overall | aus | dal | sat |
|---|---|---|---|---|---|
| 1 | 199 | 0.181 | 0.302 | 0.165 | 0.132 |
| 2 | 243 | 0.222 | 0.037 | 0.262 | 0.272 |
| 3 | 127 | 0.116 | 0.140 | 0.167 | 0.025 |
| 4 | 117 | 0.107 | 0.074 | 0.048 | 0.213 |
| 5 | 160 | 0.146 | 0.405 | 0.106 | 0.048 |
| 6 | 113 | 0.103 | 0.037 | 0.171 | 0.042 |
| 7 | 138 | 0.126 | 0.005 | 0.080 | 0.267 |
fa_city
## Housing Stock by city
h10yrs_city
h30yrs_city
age_city