Model Comparisons
Initial Data Cleaning
There is one major complication comparing the old scenario with the new one is the new zonal structure. While we can easily compare the overall changes, mapping the changes requires areal weighted interpolation (AWI). I have interpolated the old model data to the new TAZ structure. An overview of the process of can be found here. The maps below show the differences in the zonal structures with the old zones on the left and new zones on the right.
Exploring Model Differences
The following tabs present explorations of the model differences across households, population, and employment. The full table is presented below the map and the mapped variable can be changed using the slider above the map.
All changes are presented as percent changes.
| TAZ | HH_20 | HH_43 | HH_50 | HH_org_19 | HH_org_50 | hh2043_sce | new_chg_20to43 | new_chg_20to50 | old_chg_19to50 | old_to_new_19to20 | old_to_new_43to50 | scen_43_chg |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 365 | 261 | 255 | 250 | 270 | 283 | 255 | -2.30 | -4.21 | 4.81 | -3.33 | -9.89 | 0.00 |
| 318 | 793 | 772 | 757 | 630 | 670 | 1182 | -2.65 | -4.54 | 6.35 | 25.87 | 15.22 | 53.11 |
| 319 | 29 | 28 | 28 | 59 | 77 | 1793 | -3.45 | -3.45 | 30.51 | -50.85 | -63.64 | 6303.57 |
| 322 | 0 | 0 | 0 | 13 | 15 | 0 | NaN | NaN | 15.38 | -100.00 | -100.00 | NaN |
| 323 | 1055 | 1027 | 1006 | 1253 | 1332 | 1027 | -2.65 | -4.64 | 6.30 | -15.80 | -22.90 | 0.00 |
| 314 | 9 | 9 | 9 | 64 | 68 | 9 | 0.00 | 0.00 | 6.25 | -85.94 | -86.76 | 0.00 |
| 320 | 102 | 111 | 116 | 387 | 406 | 111 | 8.82 | 13.73 | 4.91 | -73.64 | -72.66 | 0.00 |
| 321 | 7 | 7 | 7 | 52 | 58 | 557 | 0.00 | 0.00 | 11.54 | -86.54 | -87.93 | 7857.14 |
| 324 | 848 | 814 | 796 | 976 | 1021 | 1522 | -4.01 | -6.13 | 4.61 | -13.11 | -20.27 | 86.98 |
| 325 | 38 | 36 | 35 | 36 | 38 | 723 | -5.26 | -7.89 | 5.56 | 5.56 | -5.26 | 1908.33 |
| 328 | 0 | 0 | 0 | 170 | 178 | 0 | NaN | NaN | 4.71 | -100.00 | -100.00 | NaN |
| 329 | 0 | 0 | 0 | 165 | 173 | 0 | NaN | NaN | 4.85 | -100.00 | -100.00 | NaN |
| 360 | 12 | 12 | 13 | 7 | 8 | 12 | 0.00 | 8.33 | 14.29 | 71.43 | 50.00 | 0.00 |
| 362 | 1005 | 1180 | 1225 | 1101 | 1574 | 2469 | 17.41 | 21.89 | 42.96 | -8.72 | -25.03 | 109.24 |
| 363 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 364 | 0 | 0 | 0 | 6 | 7 | 0 | NaN | NaN | 16.67 | -100.00 | -100.00 | NaN |
| 366 | 23 | 22 | 21 | 34 | 51 | 22 | -4.35 | -8.70 | 50.00 | -32.35 | -56.86 | 0.00 |
| 370 | 223 | 213 | 206 | 13 | 47 | 213 | -4.48 | -7.62 | 261.54 | 1615.38 | 353.19 | 0.00 |
| 371 | 118 | 142 | 155 | 104 | 111 | 142 | 20.34 | 31.36 | 6.73 | 13.46 | 27.93 | 0.00 |
| 372 | 137 | 131 | 126 | 123 | 129 | 131 | -4.38 | -8.03 | 4.88 | 11.38 | 1.55 | 0.00 |
| 373 | 0 | 0 | 0 | 2 | 3 | 0 | NaN | NaN | 50.00 | -100.00 | -100.00 | NaN |
All changes are presented as percent changes.
| TAZ | POP_20 | POP_43 | POP_50 | POP_org_19 | POP_org_50 | new_chg_20to43 | new_chg_20to50 | old_chg_19to50 | old_to_new_19to20 | old_to_new_43to50 |
|---|---|---|---|---|---|---|---|---|---|---|
| 365 | 665 | 654 | 641 | 741 | 713 | -1.65 | -3.61 | -3.78 | -10.26 | -8.27 |
| 318 | 1687 | 1676 | 1661 | 1422 | 1379 | -0.65 | -1.54 | -3.02 | 18.64 | 21.54 |
| 319 | 37 | 37 | 38 | 177 | 210 | 0.00 | 2.70 | 18.64 | -79.10 | -82.38 |
| 322 | 0 | 0 | 1 | 34 | 38 | NaN | Inf | 11.76 | -100.00 | -100.00 |
| 323 | 2383 | 2367 | 2346 | 2827 | 2753 | -0.67 | -1.55 | -2.62 | -15.71 | -14.02 |
| 314 | 65 | 70 | 71 | 155 | 150 | 7.69 | 9.23 | -3.23 | -58.06 | -53.33 |
| 320 | 182 | 205 | 216 | 976 | 929 | 12.64 | 18.68 | -4.82 | -81.35 | -77.93 |
| 321 | 43 | 44 | 43 | 295 | 257 | 2.33 | 0.00 | -12.88 | -85.42 | -82.88 |
| 324 | 2231 | 2202 | 2175 | 2328 | 2236 | -1.30 | -2.51 | -3.95 | -4.17 | -1.52 |
| 325 | 102 | 100 | 98 | 102 | 99 | -1.96 | -3.92 | -2.94 | 0.00 | 1.01 |
| 328 | 0 | 0 | 0 | 406 | 390 | NaN | NaN | -3.94 | -100.00 | -100.00 |
| 329 | 0 | 0 | 0 | 394 | 378 | NaN | NaN | -4.06 | -100.00 | -100.00 |
| 360 | 32 | 35 | 36 | 18 | 19 | 9.38 | 12.50 | 5.56 | 77.78 | 84.21 |
| 362 | 2393 | 2888 | 3028 | 2647 | 3644 | 20.69 | 26.54 | 37.67 | -9.60 | -20.75 |
| 363 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN |
| 364 | 0 | 0 | 0 | 16 | 17 | NaN | NaN | 6.25 | -100.00 | -100.00 |
| 366 | 88 | 87 | 84 | 89 | 124 | -1.14 | -4.55 | 39.33 | -1.12 | -29.84 |
| 370 | 375 | 368 | 359 | 36 | 136 | -1.87 | -4.27 | 277.78 | 941.67 | 170.59 |
| 371 | 315 | 390 | 430 | 328 | 313 | 23.81 | 36.51 | -4.57 | -3.96 | 24.60 |
| 372 | 342 | 336 | 328 | 334 | 329 | -1.75 | -4.09 | -1.50 | 2.40 | 2.13 |
| 373 | 0 | 0 | 0 | 6 | 9 | NaN | NaN | 50.00 | -100.00 | -100.00 |
All changes are presented as percent changes.
| TAZ | TOTEMP_20 | TOTEMP_43 | TOTEMP_50 | TOT_EMP_org_19 | TOT_EMP_org_50 | emp2043_sc | new_chg_20to43 | new_chg_20to50 | old_chg_19to50 | old_to_new_19to20 | old_to_new_43to50 | scen_43_chg |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 365 | 24 | 24 | 23 | 196 | 201 | 24 | 0.00 | -4.17 | 2.55 | -87.76 | -88.06 | 0.00 |
| 318 | 53 | 49 | 48 | 328 | 315 | 518 | -7.55 | -9.43 | -3.96 | -83.84 | -84.44 | 957.14 |
| 319 | 150 | 280 | 311 | 1118 | 1116 | 2295 | 86.67 | 107.33 | -0.18 | -86.58 | -74.91 | 719.64 |
| 322 | 0 | 0 | 0 | 144 | 144 | 0 | NaN | NaN | 0.00 | -100.00 | -100.00 | NaN |
| 323 | 1173 | 1088 | 1055 | 640 | 615 | 1088 | -7.25 | -10.06 | -3.91 | 83.28 | 76.91 | 0.00 |
| 314 | 1019 | 1015 | 1023 | 2638 | 2274 | 1015 | -0.39 | 0.39 | -13.80 | -61.37 | -55.36 | 0.00 |
| 320 | 947 | 1211 | 1235 | 708 | 604 | 1254 | 27.88 | 30.41 | -14.69 | 33.76 | 100.50 | 3.55 |
| 321 | 1942 | 2052 | 2114 | 1373 | 1176 | 2052 | 5.66 | 8.86 | -14.35 | 41.44 | 74.49 | 0.00 |
| 324 | 936 | 919 | 927 | 787 | 664 | 2182 | -1.82 | -0.96 | -15.63 | 18.93 | 38.40 | 137.43 |
| 325 | 13469 | 14055 | 14158 | 11874 | 10044 | 15442 | 4.35 | 5.12 | -15.41 | 13.43 | 39.93 | 9.87 |
| 328 | 229 | 240 | 243 | 133 | 112 | 240 | 4.80 | 6.11 | -15.79 | 72.18 | 114.29 | 0.00 |
| 329 | 579 | 610 | 613 | 126 | 106 | 610 | 5.35 | 5.87 | -15.87 | 359.52 | 475.47 | 0.00 |
| 360 | 499 | 485 | 482 | 776 | 669 | 485 | -2.81 | -3.41 | -13.79 | -35.70 | -27.50 | 0.00 |
| 362 | 3571 | 3962 | 3969 | 3156 | 2683 | 4081 | 10.95 | 11.15 | -14.99 | 13.15 | 47.67 | 3.00 |
| 363 | 230 | 243 | 244 | 350 | 295 | 243 | 5.65 | 6.09 | -15.71 | -34.29 | -17.63 | 0.00 |
| 364 | 1489 | 1624 | 1626 | 835 | 729 | 1624 | 9.07 | 9.20 | -12.69 | 78.32 | 122.77 | 0.00 |
| 366 | 4 | 4 | 4 | 11 | 10 | 4 | 0.00 | 0.00 | -9.09 | -63.64 | -60.00 | 0.00 |
| 370 | 31 | 32 | 33 | 30 | 25 | 32 | 3.23 | 6.45 | -16.67 | 3.33 | 28.00 | 0.00 |
| 371 | 562 | 751 | 753 | 1540 | 1303 | 751 | 33.63 | 33.99 | -15.39 | -63.51 | -42.36 | 0.00 |
| 372 | 736 | 786 | 791 | 136 | 114 | 786 | 6.79 | 7.47 | -16.18 | 441.18 | 589.47 | 0.00 |
| 373 | 169 | 375 | 376 | 547 | 490 | 375 | 121.89 | 122.49 | -10.42 | -69.10 | -23.47 | 0.00 |