Library

# Load packages
library(here)        # relative filepaths for reproducibility
library(tidyverse)   # data wrangling
library(stringi)     # string wrangling
library(kableExtra)  # table formatting
library(tidycensus)  # census data

API Key and Variable Import

# Load API key, assign to TidyCensus Package
source(here::here("analysis/password.R"))
census_api_key(census_api_key)

import::here( "author",
              "census_division",
              "fips_region_assignment",
              "rank_variables",
              "svi_theme_variables",
              "svi_theme_flags",
             # notice the use of here::here() that points to the .R file
             # where all these R objects are created
             .from = here::here("analysis/project_data_steps_dodson.R"),
             .character_only = TRUE)

Data

# Load SVI data sets
svi_2010 <- readRDS(here::here("data/raw/Census_Data_SVI/svi_2010_trt10.rds"))
svi_2020 <- readRDS(here::here("data/raw/Census_Data_SVI/svi_2020_trt10.rds"))

svi_2010 %>% colnames()

svi_2010 %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")

svi_2010 %>% nrow()

svi_2020 %>% colnames()

svi_2020 %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")

svi_2020 %>% nrow()

Data Wrangling

svi_2010 <- fips_region_assignment(svi_2010)

svi_2010 %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 NA 36 889 4.049494 NA 127 598 21.23746 NA 47 98 47.95918 NA 174 696 25.00000 NA 196 1242 15.780998 NA 186 1759 10.574190 NA 222 12.271973 NA 445 24.59923 NA 298 1335 22.32210 NA 27 545 4.954128 NA 36 1705 2.1114370 NA 385 1809 21.282477 NA 771 0 0.0000000 NA 92 11.9325551 NA 0 696 0.0000000 NA 50 696 7.183908 NA 0 1809 0 NA
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 NA 68 834 8.153477 NA 49 439 11.16173 NA 105 291 36.08247 NA 154 730 21.09589 NA 339 1265 26.798419 NA 313 2012 15.556660 NA 204 10.099010 NA 597 29.55446 NA 359 1515 23.69637 NA 132 456 28.947368 NA 15 1890 0.7936508 NA 1243 2020 61.534653 NA 816 0 0.0000000 NA 34 4.1666667 NA 13 730 1.7808219 NA 115 730 15.753425 NA 0 2020 0 NA
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 NA 93 1552 5.992268 NA 273 957 28.52665 NA 178 330 53.93939 NA 451 1287 35.04274 NA 346 2260 15.309734 NA 252 3102 8.123791 NA 487 13.745413 NA 998 28.16822 NA 371 2224 16.68165 NA 126 913 13.800657 NA 0 3365 0.0000000 NA 637 3543 17.979114 NA 1403 10 0.7127584 NA 2 0.1425517 NA 0 1287 0.0000000 NA 101 1287 7.847708 NA 0 3543 0 NA
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 NA 101 2129 4.744011 NA 310 1549 20.01291 NA 89 290 30.68966 NA 399 1839 21.69657 NA 274 3280 8.353658 NA 399 4293 9.294200 NA 955 19.731405 NA 1195 24.69008 NA 625 3328 18.78005 NA 152 1374 11.062591 NA 10 4537 0.2204100 NA 297 4840 6.136364 NA 1957 33 1.6862545 NA 25 1.2774655 NA 14 1839 0.7612833 NA 19 1839 1.033170 NA 0 4840 0 NA
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 NA 188 4937 3.807981 NA 426 2406 17.70574 NA 528 1335 39.55056 NA 954 3741 25.50120 NA 293 5983 4.897209 NA 740 10110 7.319486 NA 837 8.422218 NA 3012 30.30791 NA 759 7155 10.60797 NA 476 2529 18.821669 NA 78 9297 0.8389803 NA 1970 9938 19.822902 NA 3969 306 7.7097506 NA 0 0.0000000 NA 7 3741 0.1871157 NA 223 3741 5.960973 NA 0 9938 0 NA
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 NA 134 1720 7.790698 NA 242 1032 23.44961 NA 62 276 22.46377 NA 304 1308 23.24159 NA 301 2151 13.993491 NA 355 3445 10.304790 NA 386 11.346267 NA 931 27.36626 NA 440 2439 18.04018 NA 143 924 15.476190 NA 4 3254 0.1229256 NA 723 3402 21.252205 NA 1456 18 1.2362637 NA 433 29.7390110 NA 16 1308 1.2232416 NA 28 1308 2.140673 NA 0 3402 0 NA 
svi_2020 <- fips_region_assignment(svi_2020)

svi_2020 %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 NA 18 852 2.112676 NA 81 507 15.976331 NA 63 186 33.87097 NA 144 693 20.77922 NA 187 1309 14.285714 NA 187 1941 9.634209 NA 295 15.19835 NA 415 21.38073 NA 391 1526 25.62254 NA 58 555 10.45045 NA 0 1843 0.0000000 NA 437 1941 22.51417 NA 710 0 0.0000000 NA 88 12.3943662 NA 0 693 0.0000000 NA 10 693 1.443001 NA 0 1941 0.000000 NA
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 NA 29 717 4.044630 NA 33 392 8.418367 NA 116 181 64.08840 NA 149 573 26.00349 NA 139 1313 10.586443 NA 91 1533 5.936073 NA 284 16.16392 NA 325 18.49744 NA 164 1208 13.57616 NA 42 359 11.69916 NA 0 1651 0.0000000 NA 1116 1757 63.51736 NA 720 3 0.4166667 NA 5 0.6944444 NA 9 573 1.5706806 NA 57 573 9.947644 NA 212 1757 12.066022 NA
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 NA 53 1994 2.657974 NA 117 967 12.099276 NA 147 384 38.28125 NA 264 1351 19.54108 NA 317 2477 12.797739 NA 127 3673 3.457664 NA 464 12.56091 NA 929 25.14889 NA 473 2744 17.23761 NA 263 975 26.97436 NA 128 3586 3.5694367 NA 1331 3694 36.03140 NA 1464 26 1.7759563 NA 14 0.9562842 NA 35 1351 2.5906736 NA 42 1351 3.108808 NA 0 3694 0.000000 NA
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 NA 39 1658 2.352232 NA 219 1290 16.976744 NA 74 346 21.38728 NA 293 1636 17.90954 NA 173 2775 6.234234 NA 169 3529 4.788892 NA 969 27.38062 NA 510 14.41085 NA 670 3019 22.19278 NA 148 1137 13.01671 NA 89 3409 2.6107363 NA 454 3539 12.82848 NA 1741 143 8.2136703 NA 0 0.0000000 NA 10 1636 0.6112469 NA 72 1636 4.400978 NA 0 3539 0.000000 NA
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 NA 81 5048 1.604596 NA 321 2299 13.962592 NA 711 2125 33.45882 NA 1032 4424 23.32731 NA 531 6816 7.790493 NA 301 10046 2.996217 NA 1613 15.11149 NA 2765 25.90407 NA 1124 7281 15.43744 NA 342 2912 11.74451 NA 52 9920 0.5241935 NA 2603 10674 24.38636 NA 4504 703 15.6083481 NA 29 0.6438721 NA 37 4424 0.8363472 NA 207 4424 4.679023 NA 176 10674 1.648866 NA
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3536 1464 1330 1279 3523 36.30429 NA 34 1223 2.780049 NA 321 1111 28.892889 NA 67 219 30.59361 NA 388 1330 29.17293 NA 306 2380 12.857143 NA 415 3496 11.870709 NA 547 15.46946 NA 982 27.77149 NA 729 2514 28.99761 NA 95 880 10.79545 NA 0 3394 0.0000000 NA 985 3536 27.85633 NA 1464 0 0.0000000 NA 364 24.8633880 NA 0 1330 0.0000000 NA 17 1330 1.278196 NA 0 3536 0.000000 NA 
# National
svi_2010_national <- rank_variables(svi_2010)
svi_2010_national %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 0.3871 36 889 4.049494 0.1790 127 598 21.23746 0.20770 47 98 47.95918 0.5767 174 696 25.00000 0.18790 196 1242 15.780998 0.6093 186 1759 10.574190 0.3790 222 12.271973 0.4876 445 24.59923 0.5473 298 1335 22.32210 0.8454 27 545 4.954128 0.09275 36 1705 2.1114370 0.59040 385 1809 21.282477 0.4524 771 0 0.0000000 0.1224 92 11.9325551 0.8005 0 696 0.0000000 0.1238 50 696 7.183908 0.6134 0 1809 0 0.364
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 0.5954 68 834 8.153477 0.5754 49 439 11.16173 0.02067 105 291 36.08247 0.3019 154 730 21.09589 0.09312 339 1265 26.798419 0.8392 313 2012 15.556660 0.6000 204 10.099010 0.3419 597 29.55446 0.8192 359 1515 23.69637 0.8791 132 456 28.947368 0.83510 15 1890 0.7936508 0.40130 1243 2020 61.534653 0.7781 816 0 0.0000000 0.1224 34 4.1666667 0.6664 13 730 1.7808219 0.5406 115 730 15.753425 0.8382 0 2020 0 0.364
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 0.4443 93 1552 5.992268 0.3724 273 957 28.52665 0.45780 178 330 53.93939 0.7152 451 1287 35.04274 0.49930 346 2260 15.309734 0.5950 252 3102 8.123791 0.2596 487 13.745413 0.5868 998 28.16822 0.7606 371 2224 16.68165 0.6266 126 913 13.800657 0.46350 0 3365 0.0000000 0.09298 637 3543 17.979114 0.4049 1403 10 0.7127584 0.3015 2 0.1425517 0.4407 0 1287 0.0000000 0.1238 101 1287 7.847708 0.6443 0 3543 0 0.364
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 0.2177 101 2129 4.744011 0.2447 310 1549 20.01291 0.17080 89 290 30.68966 0.2044 399 1839 21.69657 0.10540 274 3280 8.353658 0.3205 399 4293 9.294200 0.3171 955 19.731405 0.8643 1195 24.69008 0.5530 625 3328 18.78005 0.7233 152 1374 11.062591 0.34710 10 4537 0.2204100 0.22560 297 4840 6.136364 0.1647 1957 33 1.6862545 0.3843 25 1.2774655 0.5516 14 1839 0.7612833 0.3564 19 1839 1.033170 0.1127 0 4840 0 0.364
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 0.2364 188 4937 3.807981 0.1577 426 2406 17.70574 0.11050 528 1335 39.55056 0.3753 954 3741 25.50120 0.20140 293 5983 4.897209 0.1655 740 10110 7.319486 0.2211 837 8.422218 0.2408 3012 30.30791 0.8455 759 7155 10.60797 0.2668 476 2529 18.821669 0.63540 78 9297 0.8389803 0.41110 1970 9938 19.822902 0.4330 3969 306 7.7097506 0.6153 0 0.0000000 0.2198 7 3741 0.1871157 0.2535 223 3741 5.960973 0.5483 0 9938 0 0.364
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 0.5199 134 1720 7.790698 0.5436 242 1032 23.44961 0.28010 62 276 22.46377 0.1035 304 1308 23.24159 0.14070 301 2151 13.993491 0.5510 355 3445 10.304790 0.3656 386 11.346267 0.4232 931 27.36626 0.7200 440 2439 18.04018 0.6912 143 924 15.476190 0.52900 4 3254 0.1229256 0.19840 723 3402 21.252205 0.4519 1456 18 1.2362637 0.3507 433 29.7390110 0.9468 16 1308 1.2232416 0.4493 28 1308 2.140673 0.2298 0 3402 0 0.364 
# National
svi_2020_national <- rank_variables(svi_2020)
svi_2020_national %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 0.4630 18 852 2.112676 0.15070 81 507 15.976331 0.26320 63 186 33.87097 0.2913 144 693 20.77922 0.2230 187 1309 14.285714 0.6928 187 1941 9.634209 0.6617 295 15.19835 0.4601 415 21.38073 0.4681 391 1526 25.62254 0.9011 58 555 10.45045 0.3451 0 1843 0.0000000 0.09479 437 1941 22.51417 0.3902 710 0 0.0000000 0.1079 88 12.3943662 0.8263 0 693 0.0000000 0.09796 10 693 1.443001 0.1643 0 1941 0.000000 0.1831
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 0.6427 29 717 4.044630 0.41320 33 392 8.418367 0.03542 116 181 64.08840 0.9086 149 573 26.00349 0.4041 139 1313 10.586443 0.5601 91 1533 5.936073 0.4343 284 16.16392 0.5169 325 18.49744 0.2851 164 1208 13.57616 0.4127 42 359 11.69916 0.3998 0 1651 0.0000000 0.09479 1116 1757 63.51736 0.7591 720 3 0.4166667 0.2470 5 0.6944444 0.5106 9 573 1.5706806 0.46880 57 573 9.947644 0.7317 212 1757 12.066022 0.9549
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.5833 53 1994 2.657974 0.22050 117 967 12.099276 0.11370 147 384 38.28125 0.3856 264 1351 19.54108 0.1827 317 2477 12.797739 0.6460 127 3673 3.457664 0.2308 464 12.56091 0.3088 929 25.14889 0.7080 473 2744 17.23761 0.6211 263 975 26.97436 0.8234 128 3586 3.5694367 0.70770 1331 3694 36.03140 0.5515 1464 26 1.7759563 0.3675 14 0.9562842 0.5389 35 1351 2.5906736 0.60550 42 1351 3.108808 0.3415 0 3694 0.000000 0.1831
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 0.3472 39 1658 2.352232 0.17990 219 1290 16.976744 0.30880 74 346 21.38728 0.1037 293 1636 17.90954 0.1333 173 2775 6.234234 0.3351 169 3529 4.788892 0.3448 969 27.38062 0.9225 510 14.41085 0.1208 670 3019 22.19278 0.8194 148 1137 13.01671 0.4541 89 3409 2.6107363 0.64690 454 3539 12.82848 0.2364 1741 143 8.2136703 0.6028 0 0.0000000 0.2186 10 1636 0.6112469 0.28340 72 1636 4.400978 0.4538 0 3539 0.000000 0.1831
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3851 81 5048 1.604596 0.09431 321 2299 13.962592 0.17970 711 2125 33.45882 0.2836 1032 4424 23.32731 0.3109 531 6816 7.790493 0.4251 301 10046 2.996217 0.1894 1613 15.11149 0.4553 2765 25.90407 0.7494 1124 7281 15.43744 0.5253 342 2912 11.74451 0.4019 52 9920 0.5241935 0.35230 2603 10674 24.38636 0.4160 4504 703 15.6083481 0.7378 29 0.6438721 0.5037 37 4424 0.8363472 0.33420 207 4424 4.679023 0.4754 176 10674 1.648866 0.7598
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3536 1464 1330 1279 3523 36.30429 0.8215 34 1223 2.780049 0.23780 321 1111 28.892889 0.75870 67 219 30.59361 0.2305 388 1330 29.17293 0.5075 306 2380 12.857143 0.6480 415 3496 11.870709 0.7535 547 15.46946 0.4760 982 27.77149 0.8327 729 2514 28.99761 0.9488 95 880 10.79545 0.3601 0 3394 0.0000000 0.09479 985 3536 27.85633 0.4608 1464 0 0.0000000 0.1079 364 24.8633880 0.9300 0 1330 0.0000000 0.09796 17 1330 1.278196 0.1463 0 3536 0.000000 0.1831 
# Regional
svi_2010_regional <- rank_variables(svi_2010, rank_by = "regional", location = "South Region")
svi_2010_regional %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 0.3057 36 889 4.049494 0.1876 127 598 21.23746 0.28260 47 98 47.95918 0.6048 174 696 25.00000 0.2475 196 1242 15.780998 0.4990 186 1759 10.574190 0.2363 222 12.271973 0.4936 445 24.59923 0.5333 298 1335 22.32210 0.7674 27 545 4.954128 0.08184 36 1705 2.1114370 0.6119 385 1809 21.282477 0.3630 771 0 0.0000000 0.1502 92 11.9325551 0.6839 0 696 0.0000000 0.1243 50 696 7.183908 0.6395 0 1809 0 0.3769
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 0.5102 68 834 8.153477 0.5661 49 439 11.16173 0.03041 105 291 36.08247 0.3297 154 730 21.09589 0.1293 339 1265 26.798419 0.7969 313 2012 15.556660 0.4552 204 10.099010 0.3467 597 29.55446 0.8165 359 1515 23.69637 0.8148 132 456 28.947368 0.82240 15 1890 0.7936508 0.4168 1243 2020 61.534653 0.7617 816 0 0.0000000 0.1502 34 4.1666667 0.5465 13 730 1.7808219 0.5281 115 730 15.753425 0.8797 0 2020 0 0.3769
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 0.3582 93 1552 5.992268 0.3726 273 957 28.52665 0.57100 178 330 53.93939 0.7392 451 1287 35.04274 0.5887 346 2260 15.309734 0.4832 252 3102 8.123791 0.1536 487 13.745413 0.5943 998 28.16822 0.7525 371 2224 16.68165 0.5201 126 913 13.800657 0.40800 0 3365 0.0000000 0.1088 637 3543 17.979114 0.3134 1403 10 0.7127584 0.3625 2 0.1425517 0.3223 0 1287 0.0000000 0.1243 101 1287 7.847708 0.6734 0 3543 0 0.3769
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 0.1668 101 2129 4.744011 0.2508 310 1549 20.01291 0.23540 89 290 30.68966 0.2268 399 1839 21.69657 0.1450 274 3280 8.353658 0.2528 399 4293 9.294200 0.1907 955 19.731405 0.8626 1195 24.69008 0.5396 625 3328 18.78005 0.6193 152 1374 11.062591 0.29510 10 4537 0.2204100 0.2507 297 4840 6.136364 0.1053 1957 33 1.6862545 0.4484 25 1.2774655 0.4259 14 1839 0.7612833 0.3454 19 1839 1.033170 0.1275 0 4840 0 0.3769
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 0.1821 188 4937 3.807981 0.1672 426 2406 17.70574 0.15750 528 1335 39.55056 0.4032 954 3741 25.50120 0.2641 293 5983 4.897209 0.1352 740 10110 7.319486 0.1273 837 8.422218 0.2478 3012 30.30791 0.8457 759 7155 10.60797 0.2248 476 2529 18.821669 0.59500 78 9297 0.8389803 0.4267 1970 9938 19.822902 0.3427 3969 306 7.7097506 0.6565 0 0.0000000 0.1606 7 3741 0.1871157 0.2543 223 3741 5.960973 0.5730 0 9938 0 0.3769
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 0.4309 134 1720 7.790698 0.5344 242 1032 23.44961 0.36980 62 276 22.46377 0.1169 304 1308 23.24159 0.1895 301 2151 13.993491 0.4398 355 3445 10.304790 0.2264 386 11.346267 0.4291 931 27.36626 0.7098 440 2439 18.04018 0.5854 143 924 15.476190 0.47940 4 3254 0.1229256 0.2266 723 3402 21.252205 0.3625 1456 18 1.2362637 0.4131 433 29.7390110 0.8922 16 1308 1.2232416 0.4340 28 1308 2.140673 0.2439 0 3402 0 0.3769 
# Regional
svi_2020_regional <- rank_variables(svi_2020, rank_by = "regional", location = "South Region")
svi_2020_regional %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 0.3738 18 852 2.112676 0.1488 81 507 15.976331 0.32020 63 186 33.87097 0.3083 144 693 20.77922 0.2623 187 1309 14.285714 0.6135 187 1941 9.634209 0.46220 295 15.19835 0.4704 415 21.38073 0.4394 391 1526 25.62254 0.8574 58 555 10.45045 0.3003 0 1843 0.0000000 0.1080 437 1941 22.51417 0.3090 710 0 0.0000000 0.1315 88 12.3943662 0.7135 0 693 0.0000000 0.09837 10 693 1.443001 0.1841 0 1941 0.000000 0.2271
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 0.5572 29 717 4.044630 0.4021 33 392 8.418367 0.04599 116 181 64.08840 0.9131 149 573 26.00349 0.4597 139 1313 10.586443 0.4616 91 1533 5.936073 0.24090 284 16.16392 0.5261 325 18.49744 0.2717 164 1208 13.57616 0.3458 42 359 11.69916 0.3500 0 1651 0.0000000 0.1080 1116 1757 63.51736 0.7399 720 3 0.4166667 0.2977 5 0.6944444 0.3892 9 573 1.5706806 0.47010 57 573 9.947644 0.7758 212 1757 12.066022 0.9511
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.4910 53 1994 2.657974 0.2172 117 967 12.099276 0.14310 147 384 38.28125 0.4038 264 1351 19.54108 0.2185 317 2477 12.797739 0.5566 127 3673 3.457664 0.10750 464 12.56091 0.3168 929 25.14889 0.6800 473 2744 17.23761 0.5331 263 975 26.97436 0.8079 128 3586 3.5694367 0.7359 1331 3694 36.03140 0.4861 1464 26 1.7759563 0.4229 14 0.9562842 0.4169 35 1351 2.5906736 0.61660 42 1351 3.108808 0.3703 0 3694 0.000000 0.2271
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 0.2699 39 1658 2.352232 0.1774 219 1290 16.976744 0.37270 74 346 21.38728 0.1124 293 1636 17.90954 0.1634 173 2775 6.234234 0.2612 169 3529 4.788892 0.17670 969 27.38062 0.9157 510 14.41085 0.1225 670 3019 22.19278 0.7516 148 1137 13.01671 0.4026 89 3409 2.6107363 0.6737 454 3539 12.82848 0.1662 1741 143 8.2136703 0.6401 0 0.0000000 0.1603 10 1636 0.6112469 0.28070 72 1636 4.400978 0.4875 0 3539 0.000000 0.2271
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3020 81 5048 1.604596 0.0966 321 2299 13.962592 0.22300 711 2125 33.45882 0.3002 1032 4424 23.32731 0.3566 531 6816 7.790493 0.3334 301 10046 2.996217 0.08485 1613 15.11149 0.4662 2765 25.90407 0.7240 1124 7281 15.43744 0.4413 342 2912 11.74451 0.3516 52 9920 0.5241935 0.3691 2603 10674 24.38636 0.3358 4504 703 15.6083481 0.7559 29 0.6438721 0.3831 37 4424 0.8363472 0.33110 207 4424 4.679023 0.5093 176 10674 1.648866 0.7764
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3536 1464 1330 1279 3523 36.30429 0.7757 34 1223 2.780049 0.2341 321 1111 28.892889 0.83810 67 219 30.59361 0.2459 388 1330 29.17293 0.5680 306 2380 12.857143 0.5593 415 3496 11.870709 0.58120 547 15.46946 0.4862 982 27.77149 0.8164 729 2514 28.99761 0.9250 95 880 10.79545 0.3136 0 3394 0.0000000 0.1080 985 3536 27.85633 0.3824 1464 0 0.0000000 0.1315 364 24.8633880 0.8611 0 1330 0.0000000 0.09837 17 1330 1.278196 0.1649 0 3536 0.000000 0.2271 
# Divisional
svi_2010_divisional <- rank_variables(svi_2010, rank_by = "divisional", location = "South Atlantic Division")
svi_2010_divisional %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 6468 2388 2272 868 6455 13.446940 0.2879 201 3230 6.222910 0.3819 708 2036 34.77407 0.6489 47 236 19.91525 0.07811 755 2272 33.23063 0.4315 691 4369 15.815976 0.5692 400 6594 6.066121 0.12090 688 10.636982 0.3706 1689 26.11317 0.6923 725 5107 14.19620 0.4566 209 1742 11.99770 0.3673 0 5993 0.0000000 0.1022 845 6468 13.06432 0.2341 2388 0 0.000000 0.1428 601 25.167504 0.8423 14 2272 0.6161972 0.3716 92 2272 4.049296 0.4329 0 6468 0.000000 0.3814
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5208 1953 1809 850 5183 16.399769 0.3672 147 2550 5.764706 0.3364 385 1323 29.10053 0.4581 222 486 45.67901 0.49650 607 1809 33.55445 0.4431 459 3090 14.854369 0.5386 435 5283 8.233958 0.19610 454 8.717358 0.2561 1588 30.49155 0.8927 537 3716 14.45102 0.4708 417 1343 31.04989 0.8599 69 4835 1.4270941 0.5240 1881 5208 36.11751 0.5689 1953 87 4.454685 0.5392 148 7.578085 0.6495 39 1809 2.1558872 0.6471 121 1809 6.688778 0.6124 0 5208 0.000000 0.3814
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 11385 4350 4041 1680 10992 15.283843 0.3360 475 5262 9.026986 0.6217 1237 3491 35.43397 0.6683 255 550 46.36364 0.51190 1492 4041 36.92155 0.5546 751 7545 9.953612 0.3559 803 12478 6.435326 0.13310 1756 15.423803 0.6665 3042 26.71937 0.7280 1556 9021 17.24864 0.6195 336 3110 10.80386 0.3143 62 10616 0.5840241 0.3482 3295 11385 28.94159 0.4817 4350 100 2.298851 0.4559 478 10.988506 0.6962 20 4041 0.4949270 0.3450 192 4041 4.751299 0.4900 387 11385 3.399209 0.8606
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4643 1865 1718 1441 4597 31.346530 0.7241 99 2296 4.311847 0.2007 362 1223 29.59935 0.4754 271 495 54.74747 0.70810 633 1718 36.84517 0.5523 436 2783 15.666547 0.5647 258 5110 5.048924 0.08961 505 10.876588 0.3849 1390 29.93754 0.8755 646 3590 17.99443 0.6562 292 1181 24.72481 0.7632 20 4310 0.4640371 0.3134 1780 4643 38.33728 0.5942 1865 91 4.879357 0.5508 252 13.512064 0.7236 52 1718 3.0267753 0.7465 197 1718 11.466822 0.7913 0 4643 0.000000 0.3814
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5172 2061 1721 2008 5121 39.211092 0.8425 134 1988 6.740443 0.4302 443 1191 37.19563 0.7145 312 530 58.86792 0.78710 755 1721 43.86984 0.7444 486 3108 15.637066 0.5640 493 4902 10.057120 0.26220 700 13.534416 0.5573 1681 32.50193 0.9414 518 3508 14.76625 0.4887 580 1392 41.66667 0.9424 12 4692 0.2557545 0.2451 3222 5172 62.29698 0.7880 2061 281 13.634158 0.7133 223 10.819990 0.6938 139 1721 8.0766996 0.9538 63 1721 3.660662 0.3972 0 5172 0.000000 0.3814
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2087 921 921 192 2087 9.199808 0.1738 35 722 4.847645 0.2495 281 700 40.14286 0.7819 64 221 28.95928 0.17110 345 921 37.45928 0.5710 284 1546 18.369987 0.6484 119 2121 5.610561 0.10710 518 24.820316 0.9068 480 22.99952 0.4910 328 1527 21.48003 0.7959 173 680 25.44118 0.7769 100 1998 5.0050050 0.7960 560 2087 26.83277 0.4524 921 0 0.000000 0.1428 273 29.641694 0.8785 0 921 0.0000000 0.1488 30 921 3.257329 0.3600 0 2087 0.000000 0.3814 
# Divisional
svi_2020_divisional <- rank_variables(svi_2020, rank_by = "divisional", location = "South Atlantic Division")
svi_2020_divisional %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 7531 2850 2587 2226 7519 29.60500 0.7109 392 3820 10.261780 0.8786 527 2067 25.49589 0.6863 180 520 34.61538 0.2805 707 2587 27.32895 0.4528 765 4950 15.454546 0.7234 353 7523 4.692277 0.2050 1007 13.37140 0.3312 2035 27.02164 0.8398 1227 5488.000 22.35787 0.8093 239 1893.0000 12.62546 0.4261 276 7262 3.8006059 0.75930 1507 7531.000 20.01062 0.2789 2850 1 0.0350877 0.2526 697 24.456140 0.8585 93 2587 3.5948976 0.7607 55 2587.0000 2.126015 0.2641 0 7531 0.000000 0.2111
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4770 1906 1732 755 4692 16.09122 0.3758 92 2500 3.680000 0.3633 197 1184 16.63851 0.2804 235 548 42.88321 0.4609 432 1732 24.94226 0.3622 251 3100 8.096774 0.4085 228 4770 4.779874 0.2116 549 11.50943 0.2329 1352 28.34382 0.8865 490 3418.125 14.33535 0.4309 328 1263.2064 25.96567 0.8111 0 4526 0.0000000 0.09987 1875 4769.908 39.30893 0.5372 1906 72 3.7775446 0.4876 128 6.715635 0.6610 10 1732 0.5773672 0.3165 32 1731.7111 1.847883 0.2303 0 4770 0.000000 0.2111
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 16537 5776 5768 2288 16141 14.17508 0.3194 237 8403 2.820421 0.2461 1493 4973 30.02212 0.8197 315 795 39.62264 0.3868 1808 5768 31.34535 0.5823 986 11516 8.562001 0.4338 1326 15886 8.346972 0.4327 2472 14.94830 0.4225 3814 23.06343 0.6287 1742 12086.000 14.41337 0.4347 742 4396.0000 16.87898 0.5844 185 15466 1.1961722 0.50680 7164 16537.000 43.32104 0.5828 5776 138 2.3891967 0.4352 385 6.665513 0.6600 0 5768 0.0000000 0.1168 165 5768.0000 2.860610 0.3442 373 16537 2.255548 0.8244
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5310 2259 2097 1163 5283 22.01401 0.5368 69 2413 2.859511 0.2514 418 1516 27.57256 0.7526 382 581 65.74871 0.9074 800 2097 38.14974 0.7609 162 3597 4.503753 0.2087 704 5297 13.290542 0.7059 1320 24.85876 0.8299 1429 26.91149 0.8347 513 3868.000 13.26267 0.3691 290 1430.0000 20.27972 0.6849 34 5062 0.6716713 0.39280 2582 5310.000 48.62524 0.6381 2259 153 6.7729084 0.5732 291 12.881806 0.7430 45 2097 2.1459227 0.6153 71 2097.0000 3.385789 0.3952 5 5310 0.094162 0.4618
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4731 2061 1979 1016 4703 21.60323 0.5269 208 2511 8.283552 0.8001 402 1423 28.25018 0.7714 300 556 53.95683 0.7197 702 1979 35.47246 0.6995 412 3336 12.350120 0.6094 230 4731 4.861552 0.2173 964 20.37624 0.6876 926 19.57303 0.4025 959 3805.000 25.20368 0.8859 278 1180.0000 23.55932 0.7634 244 4465 5.4647256 0.82700 2404 4731.000 50.81378 0.6589 2061 260 12.6152353 0.6783 299 14.507521 0.7619 39 1979 1.9706923 0.5899 133 1979.0000 6.720566 0.6323 0 4731 0.000000 0.2111
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2555 1030 954 565 2555 22.11350 0.5385 135 1154 11.698440 0.9175 144 691 20.83936 0.4865 168 262 64.12214 0.8894 312 953 32.73872 0.6259 192 1782 10.774411 0.5377 198 2519 7.860262 0.4016 519 20.31311 0.6851 664 25.98826 0.7939 341 1854.295 18.38974 0.6427 195 614.6519 31.72527 0.8870 75 2351 3.1901319 0.72360 1215 2555.353 47.54725 0.6272 1030 61 5.9223301 0.5514 170 16.504854 0.7844 58 954 6.0796646 0.8947 83 953.5886 8.703963 0.7220 0 2555 0.000000 0.2111 
# State
svi_2010_state <- rank_variables(svi_2010, rank_by = "state", location = "NC")
svi_2010_state %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10
37001020100 37 001 020100 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 3820 2006 1757 994 3820 26.02094 0.5494 240 1960 12.244898 0.7738 166 851 19.50646 0.1830 380 906 41.94260 0.5007 546 1757 31.07570 0.5115 324 2392 13.54515 0.4249 712 4012 17.74676 0.6016 528 13.821990 0.5940 1099 28.76963 0.8217 599 3052 19.62647 0.6799 334 876 38.12785 0.9321 79 3517 2.246233 0.63130 1053 3820 27.56545 0.5097 2006 187 9.3220339 0.7531 0 0.0000000 0.09622 30 1757 1.707456 0.5605 236 1757 13.431986 0.8657 0 3820 0.000000 0.3689
37001020200 37 001 020200 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 4202 1943 1675 1741 4189 41.56123 0.8467 183 2097 8.726752 0.5452 292 881 33.14415 0.8003 427 794 53.77834 0.7874 719 1675 42.92537 0.8684 877 2628 33.37139 0.9452 998 3684 27.09012 0.9104 473 11.256545 0.4028 1078 25.65445 0.6401 678 2792 24.28367 0.8656 285 1037 27.48312 0.8142 404 3936 10.264228 0.93920 2457 4202 58.47216 0.8212 1943 48 2.4704066 0.5690 4 0.2058672 0.19430 116 1675 6.925373 0.9543 164 1675 9.791045 0.7793 73 4202 1.737268 0.7876
37001020300 37 001 020300 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 7506 3254 2930 2964 7169 41.34468 0.8426 348 3267 10.651974 0.6767 534 2015 26.50124 0.5195 502 915 54.86339 0.8119 1036 2930 35.35836 0.6934 1619 4793 33.77843 0.9493 1625 7385 22.00406 0.7853 1279 17.039702 0.8000 2099 27.96430 0.7779 874 5229 16.71448 0.5339 554 2054 26.97176 0.8068 750 6966 10.766580 0.94650 4850 7506 64.61497 0.8553 3254 107 3.2882606 0.6027 782 24.0319607 0.74480 122 2930 4.163823 0.8421 142 2930 4.846416 0.5060 337 7506 4.489742 0.8599
37001020400 37 001 020400 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 5810 2590 2327 2419 5739 42.15020 0.8560 275 2793 9.846044 0.6236 549 1510 36.35762 0.8721 435 817 53.24357 0.7767 984 2327 42.28621 0.8560 1067 3911 27.28203 0.8447 1420 5688 24.96484 0.8684 733 12.616179 0.5041 1623 27.93460 0.7742 931 4021 23.15344 0.8249 547 1554 35.19949 0.9104 351 5434 6.459330 0.86310 4715 5810 81.15318 0.9327 2590 0 0.0000000 0.1809 246 9.4980695 0.52190 58 2327 2.492480 0.6731 320 2327 13.751611 0.8703 0 5810 0.000000 0.3689
37001020501 37 001 020501 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 3189 1435 1280 868 3189 27.21856 0.5785 102 1640 6.219512 0.3109 114 990 11.51515 0.0190 178 290 61.37931 0.9032 292 1280 22.81250 0.1533 340 2063 16.48085 0.5217 476 3692 12.89274 0.3500 461 14.455942 0.6410 800 25.08623 0.5931 623 2860 21.78322 0.7714 139 962 14.44906 0.4464 0 3036 0.000000 0.09516 542 3189 16.99592 0.3267 1435 82 5.7142857 0.6807 112 7.8048780 0.48870 19 1280 1.484375 0.5185 28 1280 2.187500 0.2507 0 3189 0.000000 0.3689
37001020502 37 001 020502 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 3783 1484 1275 1967 3750 52.45333 0.9377 176 1716 10.256410 0.6522 123 666 18.46847 0.1492 418 609 68.63711 0.9560 541 1275 42.43137 0.8592 974 2388 40.78727 0.9816 1129 3812 29.61700 0.9437 364 9.621993 0.2991 1171 30.95427 0.8991 682 2564 26.59906 0.9219 387 966 40.06211 0.9395 234 3583 6.530840 0.86500 2085 3783 55.11499 0.8005 1484 4 0.2695418 0.3761 220 14.8247978 0.60870 82 1275 6.431373 0.9437 168 1275 13.176471 0.8620 137 3783 3.621464 0.8415 
# State
svi_2020_state <- rank_variables(svi_2020, rank_by = "state", location = "NC")
svi_2020_state %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20
37001020100 37 001 020100 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 4048 2046 1842 1531 4013 38.15101 0.8330 167 2075 8.048193 0.7808 253 920 27.50000 0.8493 371 922 40.23861 0.4924 624 1842 33.87622 0.7582 409 3057 13.379130 0.5973 439 4048 10.84486 0.5477 622 15.365613 0.43900 779 19.24407 0.3364 795 3269 24.31936 0.8681 149 1010 14.75248 0.4829 56 3690 1.517615 0.5812 1375 4048 33.96739 0.5320 2046 196 9.5796676 0.7171 0 0.000000 0.09447 0 1842 0.000000 0.1045 167 1842 9.066232 0.7891 70 4048 1.7292490 0.7736
37001020200 37 001 020200 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 4030 1700 1349 2535 4004 63.31169 0.9889 178 1680 10.595238 0.8964 231 585 39.48718 0.9791 430 764 56.28272 0.8619 661 1349 48.99926 0.9608 807 2415 33.416149 0.9857 755 4021 18.77642 0.9013 440 10.918114 0.20390 1324 32.85360 0.9669 588 2700 21.77778 0.7749 451 758 59.49868 0.9940 592 3857 15.348717 0.9871 2809 4030 69.70223 0.8601 1700 9 0.5294118 0.3604 0 0.000000 0.09447 0 1349 0.000000 0.1045 60 1349 4.447739 0.5279 88 4030 2.1836228 0.8030
37001020300 37 001 020300 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 7579 3227 2650 2861 7257 39.42400 0.8552 247 3235 7.635240 0.7560 234 1569 14.91396 0.2647 493 1081 45.60592 0.6328 727 2650 27.43396 0.5455 1314 5188 25.327679 0.9370 1819 7257 25.06545 0.9733 1570 20.715134 0.72200 1914 25.25399 0.7372 851 5344 15.92440 0.4617 279 1855 15.04043 0.4963 1111 7076 15.700961 0.9885 5530 7579 72.96477 0.8808 3227 72 2.2311745 0.5060 717 22.218779 0.75810 192 2650 7.245283 0.9469 151 2650 5.698113 0.6294 364 7579 4.8027444 0.8928
37001020400 37 001 020400 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 6639 2781 2526 2854 6634 43.02080 0.8953 284 2823 10.060220 0.8798 818 1655 49.42598 0.9954 365 871 41.90586 0.5381 1183 2526 46.83294 0.9465 727 3978 18.275515 0.7869 1041 6634 15.69189 0.8142 770 11.598132 0.23790 1964 29.58277 0.9144 990 4674 21.18100 0.7458 575 1587 36.23188 0.9238 210 5918 3.548496 0.8118 5354 6639 80.64468 0.9227 2781 70 2.5170802 0.5263 393 14.131607 0.64010 99 2526 3.919240 0.8094 213 2526 8.432304 0.7651 97 6639 1.4610634 0.7533
37001020501 37 001 020501 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 4063 1576 1380 961 4023 23.88765 0.5092 203 2092 9.703633 0.8651 207 955 21.67539 0.6407 173 425 40.70588 0.5016 380 1380 27.53623 0.5519 197 2284 8.625219 0.3976 541 4063 13.31528 0.7095 553 13.610632 0.33640 944 23.23406 0.6240 451 3119 14.45976 0.3930 206 961 21.43600 0.7018 80 3864 2.070393 0.6705 966 4063 23.77554 0.3856 1576 116 7.3604061 0.6811 56 3.553300 0.42860 29 1380 2.101449 0.6119 41 1380 2.971014 0.3706 5 4063 0.1230618 0.4202
37001020502 37 001 020502 NC North Carolina Alamance County 3 South Region 5 South Atlantic Division 4188 1618 1476 1624 4145 39.17973 0.8496 185 1969 9.395632 0.8485 115 590 19.49153 0.5369 546 886 61.62528 0.9275 661 1476 44.78320 0.9294 534 2399 22.259275 0.8965 533 4146 12.85576 0.6791 287 6.852913 0.06489 1422 33.95415 0.9821 388 2726 14.23331 0.3815 525 1128 46.54255 0.9751 115 3727 3.085592 0.7777 3127 4188 74.66571 0.8914 1618 0 0.0000000 0.1569 118 7.292954 0.51340 16 1476 1.084011 0.4167 261 1476 17.682927 0.9405 78 4188 1.8624642 0.7846 
# County
svi_2010_county <- rank_variables(svi_2010, rank_by = "county", location = "Wake County", state_abbr = "NC")
svi_2010_county %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10
37183050100 37 183 050100 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 2326 1044 885 575 1669 34.45177 0.8871 50 1146 4.363002 0.34950 54 253 21.34387 0.4324 182 632 28.79747 0.2404 236 885 26.66667 0.4032 340 1729 19.664546 0.9032 602 2203 27.32637 0.9247 231 9.931212 0.6774 172 7.394669 0.03763 372 2006 18.544367 0.9570 23 243 9.465021 0.35680 51 2267 2.2496692 0.62370 1157 2326 49.74205 0.8280 1044 515 49.329502 0.9462 38 3.6398467 0.7419 0 885 0.0000000 0.1828 226 885 25.536723 0.9731 739 2326 31.77128 0.9677
37183050300 37 183 050300 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 2333 1854 1605 590 2333 25.28933 0.7688 26 1569 1.657106 0.06452 118 673 17.53343 0.2216 403 932 43.24034 0.5574 521 1605 32.46106 0.6398 240 2073 11.577424 0.7796 375 2455 15.27495 0.6613 345 14.787827 0.9086 81 3.471925 0.01613 397 2343 16.944089 0.9086 11 327 3.363914 0.07027 36 2325 1.5483871 0.50540 535 2333 22.93185 0.3333 1854 966 52.103560 0.9731 0 0.0000000 0.2339 0 1605 0.0000000 0.1828 281 1605 17.507788 0.9355 0 2333 0.00000 0.4274
37183050400 37 183 050400 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 2345 863 745 197 1327 14.84552 0.5484 162 1473 10.997963 0.89780 61 261 23.37165 0.5514 219 484 45.24793 0.6011 280 745 37.58389 0.8226 62 1035 5.990338 0.5108 205 1844 11.11714 0.5161 155 6.609808 0.4032 191 8.144989 0.04301 117 1205 9.709544 0.6290 55 245 22.448980 0.78380 22 2260 0.9734513 0.39250 915 2345 39.01919 0.6882 863 206 23.870220 0.7742 7 0.8111240 0.5914 0 745 0.0000000 0.1828 39 745 5.234899 0.7097 1018 2345 43.41151 0.9892
37183050500 37 183 050500 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3547 1866 1674 1307 3547 36.84804 0.9086 210 2010 10.447761 0.88170 257 885 29.03955 0.7676 363 789 46.00760 0.6284 620 1674 37.03704 0.8118 253 2333 10.844406 0.7581 550 3334 16.49670 0.7097 322 9.078094 0.6398 894 25.204398 0.45160 224 2519 8.892418 0.5645 306 808 37.871287 0.96220 48 3299 1.4549864 0.48920 1522 3547 42.90950 0.7366 1866 77 4.126474 0.3656 13 0.6966774 0.5699 116 1674 6.9295102 0.9516 187 1674 11.170848 0.8763 0 3547 0.00000 0.4274
37183050600 37 183 050600 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3602 1407 1179 1139 2496 45.63301 0.9516 130 1739 7.475561 0.71510 94 373 25.20107 0.6216 486 806 60.29777 0.8579 580 1179 49.19423 0.9409 358 1814 19.735391 0.9140 865 3636 23.78988 0.8763 188 5.219323 0.2796 492 13.659078 0.08602 424 2046 20.723363 0.9785 120 525 22.857143 0.79460 129 3433 3.7576464 0.75270 3131 3602 86.92393 0.9570 1407 63 4.477612 0.3763 0 0.0000000 0.2339 11 1179 0.9329941 0.5054 341 1179 28.922816 0.9839 1224 3602 33.98112 0.9731
37183050700 37 183 050700 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3128 1620 1420 1886 3128 60.29412 0.9785 246 1341 18.344519 0.98390 206 490 42.04082 0.9676 639 930 68.70968 0.9180 845 1420 59.50704 0.9731 394 1886 20.890774 0.9301 1029 3546 29.01861 0.9462 406 12.979540 0.8333 929 29.699489 0.70970 449 2453 18.304117 0.9516 288 628 45.859873 0.97840 0 2875 0.0000000 0.07796 2923 3128 93.44629 0.9839 1620 223 13.765432 0.5645 0 0.0000000 0.2339 47 1420 3.3098592 0.8065 485 1420 34.154930 0.9892 0 3128 0.00000 0.4274 
# County
svi_2020_county <- rank_variables(svi_2020, rank_by = "county", location = "Wake County", state = "NC")
svi_2020_county %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20
37183050100 37 183 050100 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 4997 2777 2326 484 3778 12.81101 0.5459 35 3094 1.131222 0.05405 74 511 14.481409 0.42160 513 1815 28.26446 0.2108 587 2326 25.23646 0.5838 310 4022 7.707608 0.7081 157 3833 4.096008 0.2973 220 4.402642 0.05946 263 5.263158 0.02162 194 3592 5.400891 0.08649 42 605 6.942149 0.2703 37 4890 0.7566462 0.31350 1972 4997 39.46368 0.58380 2777 2312 83.255312 1.0000 0 0.0000000 0.2108 15 2326 0.6448839 0.3892 180 2326 7.738607 0.8432 1339 4997 26.7960776 0.9730
37183050300 37 183 050300 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3420 2539 2288 610 3420 17.83626 0.7081 81 2754 2.941177 0.46490 145 753 19.256308 0.77300 509 1535 33.15961 0.3351 654 2288 28.58392 0.7189 53 2977 1.780316 0.2378 208 3420 6.081871 0.4703 500 14.619883 0.70810 177 5.175439 0.01622 288 3243 8.880666 0.42700 24 462 5.194805 0.2000 17 3402 0.4997061 0.24320 392 3420 11.46199 0.07568 2539 1565 61.638440 0.9946 0 0.0000000 0.2108 0 2288 0.0000000 0.1324 279 2288 12.194056 0.9568 0 3420 0.0000000 0.2108
37183050400 37 183 050400 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 2058 912 878 247 1703 14.50382 0.6054 33 1252 2.635783 0.38920 14 470 2.978723 0.02162 104 408 25.49020 0.1730 118 878 13.43964 0.1081 32 1404 2.279202 0.3189 75 2058 3.644315 0.2595 194 9.426628 0.31890 243 11.807580 0.06486 63 1480 4.256757 0.03784 83 450 18.444444 0.7405 0 1990 0.0000000 0.05405 509 2058 24.73275 0.30810 912 120 13.157895 0.5135 0 0.0000000 0.2108 0 878 0.0000000 0.1324 48 878 5.466970 0.7622 363 2058 17.6384840 0.9622
37183050500 37 183 050500 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3825 2177 2038 681 3783 18.00159 0.7189 40 2354 1.699235 0.15680 284 1533 18.525766 0.73510 216 505 42.77228 0.5351 500 2038 24.53386 0.5459 140 3013 4.646532 0.5405 351 3825 9.176471 0.6324 621 16.235294 0.76220 655 17.124183 0.17840 215 3170 6.782334 0.22700 88 945 9.312169 0.3622 110 3547 3.1012123 0.77300 1306 3825 34.14379 0.50810 2177 107 4.915021 0.3459 17 0.7808911 0.5568 22 2038 1.0794897 0.5189 32 2038 1.570167 0.3784 41 3825 1.0718954 0.8216
37183050600 37 183 050600 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3602 1337 1045 915 2640 34.65909 0.9243 178 1673 10.639570 0.96220 134 476 28.151260 0.95140 231 569 40.59754 0.4757 365 1045 34.92823 0.8324 220 1942 11.328527 0.8324 305 3602 8.467518 0.6054 301 8.356469 0.24320 644 17.878956 0.19460 471 2017 23.351512 0.98920 227 707 32.107497 0.9189 27 3279 0.8234218 0.34050 2159 3602 59.93892 0.83240 1337 64 4.786836 0.3405 0 0.0000000 0.2108 59 1045 5.6459330 0.9081 101 1045 9.665072 0.8919 982 3602 27.2626319 0.9784
37183050700 37 183 050700 NC North Carolina Wake County 3 South Region 5 South Atlantic Division 3118 1580 1435 1244 3113 39.96145 0.9514 134 1753 7.644039 0.91890 133 649 20.493066 0.83240 457 786 58.14249 0.8811 590 1435 41.11498 0.9351 297 2258 13.153233 0.8541 399 3113 12.817218 0.8108 548 17.575369 0.81080 648 20.782553 0.35140 333 2470 13.481781 0.77840 231 640 36.093750 0.9514 30 2957 1.0145418 0.39460 2440 3118 78.25529 0.95140 1580 254 16.075949 0.5784 0 0.0000000 0.2108 24 1435 1.6724739 0.6270 302 1435 21.045296 0.9784 16 3118 0.5131495 0.7622 
svi_2020_national <- svi_theme_variables(svi_2020_national)
svi_2020_national %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 SPL_THEME1 RPL_THEME1 SPL_THEME2 RPL_THEME2 SPL_THEME3 RPL_THEME3 SPL_THEME4 RPL_THEME4 SPL_THEMES RPL_THEMES
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 0.4630 18 852 2.112676 0.15070 81 507 15.976331 0.26320 63 186 33.87097 0.2913 144 693 20.77922 0.2230 187 1309 14.285714 0.6928 187 1941 9.634209 0.6617 295 15.19835 0.4601 415 21.38073 0.4681 391 1526 25.62254 0.9011 58 555 10.45045 0.3451 0 1843 0.0000000 0.09479 437 1941 22.51417 0.3902 710 0 0.0000000 0.1079 88 12.3943662 0.8263 0 693 0.0000000 0.09796 10 693 1.443001 0.1643 0 1941 0.000000 0.1831 2.19120 0.4084 2.26919 0.3503 0.3902 0.3869 1.37956 0.07216 6.23015 0.2314
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 0.6427 29 717 4.044630 0.41320 33 392 8.418367 0.03542 116 181 64.08840 0.9086 149 573 26.00349 0.4041 139 1313 10.586443 0.5601 91 1533 5.936073 0.4343 284 16.16392 0.5169 325 18.49744 0.2851 164 1208 13.57616 0.4127 42 359 11.69916 0.3998 0 1651 0.0000000 0.09479 1116 1757 63.51736 0.7591 720 3 0.4166667 0.2470 5 0.6944444 0.5106 9 573 1.5706806 0.46880 57 573 9.947644 0.7317 212 1757 12.066022 0.9549 2.45440 0.4888 1.70929 0.1025 0.7591 0.7527 2.91300 0.68620 7.83579 0.4802
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.5833 53 1994 2.657974 0.22050 117 967 12.099276 0.11370 147 384 38.28125 0.3856 264 1351 19.54108 0.1827 317 2477 12.797739 0.6460 127 3673 3.457664 0.2308 464 12.56091 0.3088 929 25.14889 0.7080 473 2744 17.23761 0.6211 263 975 26.97436 0.8234 128 3586 3.5694367 0.70770 1331 3694 36.03140 0.5515 1464 26 1.7759563 0.3675 14 0.9562842 0.5389 35 1351 2.5906736 0.60550 42 1351 3.108808 0.3415 0 3694 0.000000 0.1831 1.86330 0.3063 3.16900 0.8380 0.5515 0.5468 2.03650 0.26830 7.62030 0.4460
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 0.3472 39 1658 2.352232 0.17990 219 1290 16.976744 0.30880 74 346 21.38728 0.1037 293 1636 17.90954 0.1333 173 2775 6.234234 0.3351 169 3529 4.788892 0.3448 969 27.38062 0.9225 510 14.41085 0.1208 670 3019 22.19278 0.8194 148 1137 13.01671 0.4541 89 3409 2.6107363 0.64690 454 3539 12.82848 0.2364 1741 143 8.2136703 0.6028 0 0.0000000 0.2186 10 1636 0.6112469 0.28340 72 1636 4.400978 0.4538 0 3539 0.000000 0.1831 1.34030 0.1575 2.96370 0.7496 0.2364 0.2344 1.74170 0.16270 6.28210 0.2389
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3851 81 5048 1.604596 0.09431 321 2299 13.962592 0.17970 711 2125 33.45882 0.2836 1032 4424 23.32731 0.3109 531 6816 7.790493 0.4251 301 10046 2.996217 0.1894 1613 15.11149 0.4553 2765 25.90407 0.7494 1124 7281 15.43744 0.5253 342 2912 11.74451 0.4019 52 9920 0.5241935 0.35230 2603 10674 24.38636 0.4160 4504 703 15.6083481 0.7378 29 0.6438721 0.5037 37 4424 0.8363472 0.33420 207 4424 4.679023 0.4754 176 10674 1.648866 0.7598 1.40481 0.1743 2.48420 0.4802 0.4160 0.4125 2.81090 0.63730 7.11591 0.3654
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3536 1464 1330 1279 3523 36.30429 0.8215 34 1223 2.780049 0.23780 321 1111 28.892889 0.75870 67 219 30.59361 0.2305 388 1330 29.17293 0.5075 306 2380 12.857143 0.6480 415 3496 11.870709 0.7535 547 15.46946 0.4760 982 27.77149 0.8327 729 2514 28.99761 0.9488 95 880 10.79545 0.3601 0 3394 0.0000000 0.09479 985 3536 27.85633 0.4608 1464 0 0.0000000 0.1079 364 24.8633880 0.9300 0 1330 0.0000000 0.09796 17 1330 1.278196 0.1463 0 3536 0.000000 0.1831 2.96830 0.6434 2.71239 0.6156 0.4608 0.4569 1.46526 0.08976 7.60675 0.4440 
svi_2020_national <- svi_theme_flags(svi_2020_national, .90)
svi_2020_national %>% arrange(desc(F_TOTAL)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
48141000404 48 141 000404 TX Texas El Paso County 3 South Region 7 West South Central Division 3380 1648 1221 2390 3380 70.71006 0.9928 1 210 1268 16.56151 0.9697 1 12 154 7.792208 0.02796 0 705 1067 66.07310 0.9281 1 717 1221 58.72236 0.9772 1 745 1955 38.10742 0.9703 1 1234 3370 36.61721 0.9940 1 369 10.917160 0.22390 0 1070 31.65680 0.9356 1 664 2300 28.86957 0.9477 1 365 761 47.96321 0.9741 1 649 3025 21.45455 0.9659 1 3222 3380 95.32544 0.9478 1 1648 701 42.53641 0.9214 1 0 0 0.2186 0 130 1221 10.647011 0.9224 1 344 1221 28.17363 0.9344 1 0 3380 0.0000000 0.1831 0 4.9040 0.9886 5 4.04720 0.9848 4 0.9478 0.9398 1 3.1799 0.8000 3 13.07890 0.9859 13
06037224420 06 037 224420 CA California Los Angeles County 4 West Region 9 Pacific Division 2651 943 883 1562 2389 65.38301 0.9868 1 232 1430 16.22378 0.9672 1 13 57 22.807018 0.56500 0 584 826 70.70218 0.9614 1 597 883 67.61042 0.9949 1 894 1588 56.29723 0.9975 1 605 2651 22.82158 0.9514 1 243 9.166352 0.14720 0 543 20.48284 0.4073 0 211 1889 11.16993 0.2666 0 207 571 36.25219 0.9217 1 870 2539 34.26546 0.9937 1 2523 2651 95.17163 0.9465 1 943 540 57.26405 0.9549 1 0 0 0.2186 0 344 883 38.958097 0.9984 1 302 883 34.20159 0.9522 1 253 2651 9.5435685 0.9459 1 4.8978 0.9886 5 2.73650 0.6297 2 0.9465 0.9385 1 4.0700 0.9818 4 12.65080 0.9801 12
12086001401 12 086 001401 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 6606 2427 2203 4080 6606 61.76203 0.9802 1 314 2673 11.74710 0.9138 1 134 300 44.666667 0.95870 1 1111 1903 58.38150 0.8314 0 1245 2203 56.51384 0.9682 1 1363 4012 33.97308 0.9551 1 1313 6606 19.87587 0.9252 1 732 11.080836 0.23160 0 1985 30.04844 0.9023 1 670 4621 14.49903 0.4697 0 606 1267 47.82952 0.9736 1 854 5756 14.83669 0.9273 1 6592 6606 99.78807 0.9954 1 2427 965 39.76102 0.9125 1 0 0 0.2186 0 378 2203 17.158420 0.9692 1 777 2203 35.27009 0.9546 1 40 6606 0.6055101 0.6241 0 4.7425 0.9867 5 3.50450 0.9317 3 0.9954 0.9870 1 3.6790 0.9403 3 12.92140 0.9845 12
27053005902 27 053 005902 MN Minnesota Hennepin County 2 Midwest Region 4 West North Central Division 3896 1173 1087 2343 3739 62.66381 0.9824 1 226 1842 12.26927 0.9232 1 21 71 29.577465 0.77560 0 521 1016 51.27953 0.6904 0 542 1087 49.86201 0.9223 1 719 1932 37.21532 0.9675 1 608 3896 15.60575 0.8581 0 87 2.233059 0.01142 0 1442 37.01232 0.9852 1 640 2440 26.22951 0.9114 1 274 583 46.99828 0.9714 1 444 3462 12.82496 0.9096 1 2911 3896 74.71766 0.8205 0 1173 721 61.46633 0.9616 1 0 0 0.2186 0 226 1087 20.791168 0.9809 1 323 1087 29.71481 0.9398 1 579 3896 14.8613963 0.9619 1 4.6535 0.9834 4 3.78902 0.9713 4 0.8205 0.8136 0 4.0628 0.9815 4 13.32582 0.9873 12
34001002400 34 001 002400 NJ New Jersey Atlantic County 1 Northeast Region 2 Middle Atlantic Division 2614 1726 1217 1579 2612 60.45176 0.9773 1 290 1171 24.76516 0.9931 1 69 127 54.330709 0.98500 1 538 1090 49.35780 0.6469 0 607 1217 49.87675 0.9224 1 697 1998 34.88488 0.9590 1 551 2614 21.07881 0.9374 1 516 19.739862 0.70560 0 503 19.24254 0.3280 0 576 2111 27.28565 0.9280 1 257 567 45.32628 0.9667 1 556 2368 23.47973 0.9732 1 2029 2614 77.62050 0.8359 0 1726 1166 67.55504 0.9693 1 0 0 0.2186 0 115 1217 9.449466 0.9062 1 673 1217 55.29992 0.9828 1 223 2614 8.5309870 0.9407 1 4.7892 0.9877 5 3.90150 0.9792 3 0.8359 0.8288 0 4.0176 0.9793 4 13.54420 0.9879 12
34039039300 34 039 039300 NJ New Jersey Union County 1 Northeast Region 2 Middle Atlantic Division 6145 1835 1727 3492 6096 57.28346 0.9684 1 350 3006 11.64338 0.9114 1 58 140 41.428571 0.94020 1 829 1587 52.23692 0.7127 0 887 1727 51.36074 0.9352 1 1367 3639 37.56527 0.9686 1 2771 6145 45.09357 0.9987 1 400 6.509357 0.06257 0 2006 32.64443 0.9503 1 443 4139 10.70307 0.2400 0 476 1178 40.40747 0.9470 1 1979 5714 34.63423 0.9941 1 5955 6145 96.90806 0.9624 1 1835 815 44.41417 0.9271 1 0 0 0.2186 0 391 1727 22.640417 0.9849 1 748 1727 43.31210 0.9692 1 114 6145 1.8551668 0.7766 0 4.7823 0.9877 5 3.19397 0.8468 3 0.9624 0.9543 1 3.8764 0.9680 3 12.81507 0.9830 12 
svi_2010_national <- svi_theme_variables(svi_2010_national)
svi_2010_national %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 SPL_THEME1 RPL_THEME1 SPL_THEME2 RPL_THEME2 SPL_THEME3 RPL_THEME3 SPL_THEME4 RPL_THEME4 SPL_THEMES RPL_THEMES
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 0.3871 36 889 4.049494 0.1790 127 598 21.23746 0.20770 47 98 47.95918 0.5767 174 696 25.00000 0.18790 196 1242 15.780998 0.6093 186 1759 10.574190 0.3790 222 12.271973 0.4876 445 24.59923 0.5473 298 1335 22.32210 0.8454 27 545 4.954128 0.09275 36 1705 2.1114370 0.59040 385 1809 21.282477 0.4524 771 0 0.0000000 0.1224 92 11.9325551 0.8005 0 696 0.0000000 0.1238 50 696 7.183908 0.6134 0 1809 0 0.364 1.74230 0.28200 2.56345 0.5296 0.4524 0.4482 2.0241 0.2519 6.78225 0.3278
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 0.5954 68 834 8.153477 0.5754 49 439 11.16173 0.02067 105 291 36.08247 0.3019 154 730 21.09589 0.09312 339 1265 26.798419 0.8392 313 2012 15.556660 0.6000 204 10.099010 0.3419 597 29.55446 0.8192 359 1515 23.69637 0.8791 132 456 28.947368 0.83510 15 1890 0.7936508 0.40130 1243 2020 61.534653 0.7781 816 0 0.0000000 0.1224 34 4.1666667 0.6664 13 730 1.7808219 0.5406 115 730 15.753425 0.8382 0 2020 0 0.364 2.70312 0.56650 3.27660 0.8614 0.7781 0.7709 2.5316 0.5047 9.28942 0.6832
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 0.4443 93 1552 5.992268 0.3724 273 957 28.52665 0.45780 178 330 53.93939 0.7152 451 1287 35.04274 0.49930 346 2260 15.309734 0.5950 252 3102 8.123791 0.2596 487 13.745413 0.5868 998 28.16822 0.7606 371 2224 16.68165 0.6266 126 913 13.800657 0.46350 0 3365 0.0000000 0.09298 637 3543 17.979114 0.4049 1403 10 0.7127584 0.3015 2 0.1425517 0.4407 0 1287 0.0000000 0.1238 101 1287 7.847708 0.6443 0 3543 0 0.364 2.17060 0.41010 2.53048 0.5116 0.4049 0.4011 1.8743 0.1942 6.98028 0.3576
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 0.2177 101 2129 4.744011 0.2447 310 1549 20.01291 0.17080 89 290 30.68966 0.2044 399 1839 21.69657 0.10540 274 3280 8.353658 0.3205 399 4293 9.294200 0.3171 955 19.731405 0.8643 1195 24.69008 0.5530 625 3328 18.78005 0.7233 152 1374 11.062591 0.34710 10 4537 0.2204100 0.22560 297 4840 6.136364 0.1647 1957 33 1.6862545 0.3843 25 1.2774655 0.5516 14 1839 0.7612833 0.3564 19 1839 1.033170 0.1127 0 4840 0 0.364 1.20540 0.13470 2.71330 0.6129 0.1647 0.1632 1.7690 0.1591 5.85240 0.1954
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 0.2364 188 4937 3.807981 0.1577 426 2406 17.70574 0.11050 528 1335 39.55056 0.3753 954 3741 25.50120 0.20140 293 5983 4.897209 0.1655 740 10110 7.319486 0.2211 837 8.422218 0.2408 3012 30.30791 0.8455 759 7155 10.60797 0.2668 476 2529 18.821669 0.63540 78 9297 0.8389803 0.41110 1970 9938 19.822902 0.4330 3969 306 7.7097506 0.6153 0 0.0000000 0.2198 7 3741 0.1871157 0.2535 223 3741 5.960973 0.5483 0 9938 0 0.364 0.98210 0.08468 2.39960 0.4381 0.4330 0.4290 2.0009 0.2430 5.81560 0.1905
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 0.5199 134 1720 7.790698 0.5436 242 1032 23.44961 0.28010 62 276 22.46377 0.1035 304 1308 23.24159 0.14070 301 2151 13.993491 0.5510 355 3445 10.304790 0.3656 386 11.346267 0.4232 931 27.36626 0.7200 440 2439 18.04018 0.6912 143 924 15.476190 0.52900 4 3254 0.1229256 0.19840 723 3402 21.252205 0.4519 1456 18 1.2362637 0.3507 433 29.7390110 0.9468 16 1308 1.2232416 0.4493 28 1308 2.140673 0.2298 0 3402 0 0.364 2.12080 0.39510 2.56180 0.5288 0.4519 0.4477 2.3406 0.4048 7.47510 0.4314 
svi_2010_national <- svi_theme_flags(svi_2010_national, .90)
svi_2010_national %>% arrange(desc(F_TOTAL)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
06019000600 06 019 000600 CA California Fresno County 4 West Region 9 Pacific Division 6565 2219 1825 4213 6250 67.40800 0.9834 1 575 2311 24.88100 0.9808 1 133 267 49.81273 0.9085 1 959 1558 61.55327 0.8522 0 1092 1825 59.83562 0.9618 1 1699 3356 50.62574 0.9817 1 1527 5434 28.10085 0.9056 1 739 11.256664 0.41690 0 2290 34.88195 0.94790 1 1108 3841 28.846654 0.9566 1 521 1058 49.24386 0.9713 1 1386 5836 23.74914 0.9594 1 5817 6565 88.60625 0.9046 1 2219 327 14.73637 0.7445 0 0 0.0000000 0.2198 0 430 1825 23.56164 0.9838 1 669 1825 36.65753 0.9532 1 508 6565 7.738005 0.9223 1 4.8133 0.9868 5 4.25210 0.9859 4 0.9046 0.8962 1 3.8236 0.9658 3 13.79360 0.9870 13
06029002000 06 029 002000 CA California Kern County 4 West Region 9 Pacific Division 7536 2467 2205 4874 7280 66.95055 0.9822 1 365 2299 15.87647 0.9087 1 346 538 64.31227 0.9802 1 1044 1667 62.62747 0.8671 0 1390 2205 63.03855 0.9777 1 1832 3798 48.23591 0.9764 1 2063 7209 28.61701 0.9116 1 753 9.992038 0.33530 0 2922 38.77389 0.98250 1 1743 5062 34.433030 0.9870 1 517 1419 36.43411 0.9102 1 1202 6722 17.88158 0.9302 1 6711 7536 89.05255 0.9072 1 2467 474 19.21362 0.7987 0 13 0.5269558 0.4721 0 390 2205 17.68707 0.9685 1 549 2205 24.89796 0.9143 1 249 7536 3.304140 0.8497 0 4.7566 0.9850 5 4.14520 0.9848 4 0.9072 0.8988 1 4.0033 0.9800 2 13.81230 0.9871 12
06037221401 06 037 221401 CA California Los Angeles County 4 West Region 9 Pacific Division 3379 1415 1384 1512 3006 50.29940 0.9188 1 368 1412 26.06232 0.9841 1 187 239 78.24268 0.9945 1 632 1145 55.19651 0.7411 0 819 1384 59.17630 0.9577 1 977 2515 38.84692 0.9446 1 956 2950 32.40678 0.9438 1 901 26.664694 0.96130 1 505 14.94525 0.09376 0 491 2346 20.929241 0.8037 0 170 641 26.52106 0.8001 0 751 3212 23.38107 0.9579 1 3039 3379 89.93785 0.9116 1 1415 782 55.26502 0.9550 1 0 0.0000000 0.2198 0 170 1384 12.28324 0.9397 1 476 1384 34.39306 0.9481 1 373 3379 11.038769 0.9432 1 4.7490 0.9846 5 3.61676 0.9435 2 0.9116 0.9031 1 4.0058 0.9801 4 13.28316 0.9857 12
06037224310 06 037 224310 CA California Los Angeles County 4 West Region 9 Pacific Division 2459 682 634 1433 2459 58.27572 0.9585 1 328 1466 22.37381 0.9710 1 43 43 100.00000 0.9987 1 365 591 61.75973 0.8554 0 408 634 64.35331 0.9825 1 827 1456 56.79945 0.9908 1 1121 2282 49.12358 0.9957 1 170 6.913379 0.16240 0 537 21.83815 0.35890 0 169 1739 9.718229 0.2138 0 140 397 35.26448 0.9014 1 1043 2291 45.52597 0.9973 1 2317 2459 94.22529 0.9371 1 682 312 45.74780 0.9365 1 0 0.0000000 0.2198 0 330 634 52.05047 0.9995 1 259 634 40.85173 0.9615 1 191 2459 7.767385 0.9226 1 4.8985 0.9879 5 2.63380 0.5687 2 0.9371 0.9284 1 4.0399 0.9819 4 12.50930 0.9733 12
06037242100 06 037 242100 CA California Los Angeles County 4 West Region 9 Pacific Division 2683 741 729 2147 2683 80.02236 0.9961 1 159 481 33.05613 0.9944 1 0 0 NaN NA NA 418 729 57.33882 0.7831 0 418 729 57.33882 0.9439 1 636 989 64.30738 0.9973 1 802 2843 28.20964 0.9069 1 123 4.584420 0.06748 0 1325 49.38502 0.99880 1 291 1456 19.986264 0.7710 0 326 547 59.59781 0.9907 1 509 2423 21.00702 0.9476 1 2674 2683 99.66455 0.9889 1 741 386 52.09177 0.9500 1 0 0.0000000 0.2198 0 284 729 38.95748 0.9973 1 283 729 38.82030 0.9575 1 0 2683 0.000000 0.3640 0 4.8386 0.9872 5 3.77558 0.9656 3 0.9889 0.9797 1 3.4886 0.9117 3 13.09168 0.9844 12
12086001903 12 086 001903 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 3308 1410 1070 1949 3308 58.91778 0.9606 1 213 1283 16.60171 0.9204 1 177 269 65.79926 0.9833 1 541 801 67.54057 0.9205 1 718 1070 67.10280 0.9890 1 764 1744 43.80734 0.9644 1 1319 3025 43.60331 0.9890 1 385 11.638452 0.44270 0 1123 33.94800 0.93420 1 588 2368 24.831081 0.9025 1 279 656 42.53049 0.9470 1 444 2879 15.42202 0.9133 1 3169 3308 95.79807 0.9485 1 1410 478 33.90071 0.8980 0 0 0.0000000 0.2198 0 132 1070 12.33645 0.9401 1 278 1070 25.98131 0.9195 1 0 3308 0.000000 0.3640 0 4.8234 0.9870 5 4.13970 0.9847 4 0.9485 0.9397 1 3.3414 0.8689 2 13.25300 0.9855 12

Question 1

Functions are most useful to increase reproducibility of works. If individuals users are required to rewrite functions before being able to use a data project, it will take much more time and decrease the reproducibility due to complexities, such as having to search for defining variables. Instead, by using functions that are reusable–especially in conjunction with our here::here functions–we are able to increase reproducibility thus making the works much more valuable.

In my initial class going over census data, functions would have been incredibly useful. I would have saved a lot of time in the data analysis section, and instead been able to use existing functions to reframe and explore the data.

Question 2

The CDC SVI is the CDC’s Social Vulnerability Index. This is a dataset that identifies areas that are more likely to experience adverse effects in case of emergency events that could occur. The areas are identified by key charactoristics, which are broadly put into 4 categories.

Including–

  • Socioeconomic Status

  • Household Characteristics

  • Racial and Ethnic Minority Status

  • Housing Type and Transportation

For our project, we intend to use this data to see which areas rank highly on the CDC SVI, broken into seperate area groupings.

Including–

  • County

  • Division

  • Region

  • State

Question 3

Code Output:

2020-2010 Most Vonlnerable Themes 1-4

2020 Most Vulnerable - Theme 1

svi_2020_national %>% arrange(desc(F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
04013112202 04 013 112202 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4334 1695 1662 2169 4249 51.04731 0.9435 1 225 1859 12.10328 0.9201 1 212 595 35.63025 0.88300 0 696 1067 65.22962 0.9203 1 908 1662 54.63297 0.9587 1 1050 2911 36.07008 0.9633 1 815 4249 19.18098 0.9173 1 915 21.112137 0.76510 0 960 22.15044 0.5195 0 836 3289 25.418060 0.8972 0 150 869 17.26122 0.6051 0 769 4160 18.485577 0.9517 1 3527 4334 81.37979 0.8565 0 1695 555 32.74336 0.8838 0 0 0.0000000 0.2186 0 163 1662 9.807461 0.9115 1 287 1662 17.26835 0.8658 0 85 4334 1.9612367 0.7845 0 4.7029 0.9855 5 3.73860 0.9663 1 0.8565 0.8493 0 3.6642 0.9381 1 12.96220 0.9849 7
04013115300 04 013 115300 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 3298 1117 1036 1728 3290 52.52280 0.9509 1 210 1352 15.53254 0.9620 1 34 314 10.82803 0.07916 0 468 722 64.81994 0.9164 1 502 1036 48.45560 0.9089 1 782 1934 40.43433 0.9773 1 729 3298 22.10431 0.9462 1 390 11.825349 0.26980 0 933 28.28987 0.8510 0 482 2365 20.380550 0.7591 0 300 510 58.82353 0.9921 1 371 2999 12.370790 0.9049 1 2906 3298 88.11401 0.8961 0 1117 278 24.88809 0.8354 0 75 6.7144136 0.7415 0 139 1036 13.416988 0.9486 1 241 1036 23.26255 0.9128 1 80 3298 2.4257126 0.8157 0 4.7453 0.9867 5 3.77690 0.9701 2 0.8961 0.8885 0 4.2540 0.9870 2 13.67230 0.9881 9
04013421501 04 013 421501 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4254 1426 1304 1977 4245 46.57244 0.9166 1 242 2146 11.27679 0.9035 1 200 455 43.95604 0.95510 1 459 849 54.06360 0.7518 0 659 1304 50.53681 0.9283 1 642 2347 27.35407 0.9152 1 1018 4245 23.98115 0.9590 1 165 3.878702 0.02112 0 1311 30.81805 0.9192 1 269 2943 9.140333 0.1551 0 162 889 18.22272 0.6346 0 451 3839 11.747851 0.8989 0 2504 4254 58.86225 0.7307 0 1426 278 19.49509 0.7859 0 10 0.7012623 0.5113 0 128 1304 9.815951 0.9116 1 194 1304 14.87730 0.8355 0 26 4254 0.6111895 0.6253 0 4.6226 0.9815 5 2.62892 0.5664 1 0.7307 0.7245 0 3.6696 0.9389 1 11.65182 0.9405 7
04019002603 04 019 002603 AZ Arizona Pima County 4 West Region 8 Mountain Division 3714 1386 1202 2336 3707 63.01592 0.9830 1 340 1799 18.89939 0.9806 1 65 177 36.72316 0.89670 0 544 1025 53.07317 0.7302 0 609 1202 50.66556 0.9293 1 518 1789 28.95472 0.9272 1 1030 3714 27.73290 0.9764 1 172 4.631125 0.02888 0 1228 33.06408 0.9555 1 445 2486 17.900241 0.6536 0 250 600 41.66667 0.9530 1 213 3274 6.505803 0.8113 0 2779 3714 74.82499 0.8209 0 1386 472 34.05483 0.8899 0 82 5.9163059 0.7262 0 256 1202 21.297837 0.9820 1 377 1202 31.36439 0.9448 1 25 3714 0.6731287 0.6385 0 4.7965 0.9879 5 3.40228 0.9098 2 0.8209 0.8140 0 4.1814 0.9857 2 13.20108 0.9867 9
06037209810 06 037 209810 CA California Los Angeles County 4 West Region 9 Pacific Division 2640 793 737 1289 2257 57.11121 0.9679 1 152 1234 12.31767 0.9238 1 7 15 46.66667 0.96690 1 421 722 58.31025 0.8301 0 428 737 58.07327 0.9749 1 1019 1955 52.12276 0.9953 1 702 2257 31.10323 0.9855 1 520 19.696970 0.70350 0 419 15.87121 0.1664 0 274 1838 14.907508 0.4945 0 120 504 23.80952 0.7690 0 1079 2513 42.936729 0.9980 1 2382 2640 90.22727 0.9097 1 793 590 74.40101 0.9763 1 0 0.0000000 0.2186 0 422 737 57.259159 0.9998 1 216 737 29.30801 0.9385 1 532 2640 20.1515152 0.9706 1 4.8474 0.9883 5 3.13140 0.8241 1 0.9097 0.9020 1 4.1038 0.9834 4 12.99230 0.9851 11
06037221110 06 037 221110 CA California Los Angeles County 4 West Region 9 Pacific Division 3668 1226 1071 1806 3668 49.23664 0.9338 1 225 1828 12.30853 0.9237 1 121 138 87.68116 0.99810 1 492 933 52.73312 0.7231 0 613 1071 57.23623 0.9715 1 1179 2482 47.50201 0.9907 1 751 3668 20.47437 0.9313 1 419 11.423119 0.24860 0 964 26.28135 0.7690 0 473 2704 17.492604 0.6338 0 329 806 40.81886 0.9489 1 1440 3511 41.013956 0.9973 1 3573 3668 97.41003 0.9675 1 1226 576 46.98206 0.9342 1 23 1.8760196 0.6067 0 614 1071 57.329599 0.9998 1 283 1071 26.42390 0.9275 1 129 3668 3.5169029 0.8660 0 4.7510 0.9869 5 3.59760 0.9480 2 0.9675 0.9593 1 4.3342 0.9879 3 13.65030 0.9881 11

2020 Most Vulnerable - Theme 2

svi_2020_national %>% arrange(desc(F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01087232000 01 087 232000 AL Alabama Macon County 3 South Region 6 East South Central Division 937 706 423 571 899 63.51502 0.9840 1 10 270 3.703704 0.3676 0 23 163 14.110429 0.18500 0 156 260 60.00000 0.8561 0 179 423 42.31678 0.82550 0 90 606 14.85149 0.7099 0 125 899 13.904338 0.8169 0 247 26.360726 0.90810 1 296 31.59018 0.9343 1 190 603 31.50912 0.9697 1 82 212 38.67925 0.9376 1 0 785 0.00000 0.09479 0 889 937 94.87727 0.9438 1 706 18 2.549575 0.4129 0 30 4.249292 0.6896 0 0 423 0.000000 0.09796 0 71 423 16.78487 0.8604 0 38 937 4.0554963 0.8820 0 3.70390 0.8333 1 3.84449 0.9756 4 0.9438 0.9358 1 2.94286 0.6997 0 11.43505 0.9248 6
04013093105 04 013 093105 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 5040 1998 1756 2607 5040 51.72619 0.9471 1 110 1869 5.885500 0.6258 0 177 476 37.184874 0.90240 1 794 1280 62.03125 0.8840 0 971 1756 55.29613 0.96260 1 1390 2904 47.86501 0.9912 1 1007 5040 19.980159 0.9263 1 422 8.373016 0.11830 0 1704 33.80952 0.9642 1 964 3336 28.89688 0.9480 1 391 863 45.30707 0.9666 1 729 4326 16.85159 0.94250 1 4080 5040 80.95238 0.8540 0 1998 731 36.586587 0.9009 1 125 6.256256 0.7332 0 191 1756 10.876993 0.92520 1 433 1756 24.65831 0.9191 1 0 5040 0.0000000 0.1831 0 4.45300 0.9670 4 3.93960 0.9809 4 0.8540 0.8468 0 3.66150 0.9375 3 12.90810 0.9843 11
04013117300 04 013 117300 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 1498 483 395 950 1486 63.93001 0.9847 1 58 408 14.215686 0.9503 1 12 139 8.633093 0.03824 0 118 256 46.09375 0.5705 0 130 395 32.91139 0.61740 0 495 886 55.86907 0.9973 1 277 1486 18.640646 0.9101 1 70 4.672897 0.02938 0 513 34.24566 0.9688 1 330 973 33.91572 0.9814 1 183 288 63.54167 0.9953 1 252 1360 18.52941 0.95210 1 1406 1498 93.85848 0.9355 1 483 6 1.242236 0.3298 0 85 17.598344 0.8799 0 25 395 6.329114 0.83760 0 112 395 28.35443 0.9350 1 20 1498 1.3351135 0.7299 0 4.45980 0.9677 4 3.92698 0.9804 4 0.9355 0.9276 1 3.71220 0.9462 1 13.03448 0.9854 10
04017940010 04 017 940010 AZ Arizona Navajo County 4 West Region 8 Mountain Division 2621 1088 711 1773 2621 67.64594 0.9899 1 229 720 31.805556 0.9980 1 91 592 15.371622 0.23710 0 13 119 10.92437 0.0339 0 104 711 14.62729 0.05773 0 536 1469 36.48741 0.9649 1 204 2621 7.783289 0.5606 0 291 11.102633 0.23250 0 860 32.81190 0.9525 1 600 1761 34.07155 0.9820 1 199 547 36.38026 0.9227 1 286 2372 12.05734 0.90200 1 2557 2621 97.55818 0.9690 1 1088 0 0.000000 0.1079 0 120 11.029412 0.8091 0 171 711 24.050633 0.98750 1 183 711 25.73840 0.9242 1 0 2621 0.0000000 0.1831 0 3.57113 0.8019 3 3.99170 0.9831 4 0.9690 0.9608 1 3.01180 0.7298 2 11.54363 0.9333 10
05131000200 05 131 000200 AR Arkansas Sebastian County 3 South Region 7 West South Central Division 5261 1974 1862 2591 5261 49.24919 0.9339 1 218 2228 9.784560 0.8617 0 217 1171 18.531170 0.38150 0 258 691 37.33719 0.3634 0 475 1862 25.51020 0.38680 0 1156 3053 37.86440 0.9695 1 770 5261 14.636001 0.8364 0 662 12.583159 0.30990 0 1594 30.29842 0.9077 1 1186 3667 32.34251 0.9742 1 533 1412 37.74788 0.9316 1 697 4716 14.77947 0.92690 1 3597 5261 68.37103 0.7859 0 1974 71 3.596758 0.4603 0 23 1.165147 0.5575 0 154 1862 8.270677 0.88580 0 130 1862 6.98174 0.6163 0 0 5261 0.0000000 0.1831 0 3.98830 0.8944 2 4.05030 0.9848 4 0.7859 0.7793 0 2.70300 0.5842 0 11.52750 0.9321 6
06019000902 06 019 000902 CA California Fresno County 4 West Region 9 Pacific Division 4937 1636 1578 3761 4911 76.58318 0.9965 1 293 1386 21.139971 0.9872 1 145 330 43.939394 0.95500 1 881 1248 70.59295 0.9608 1 1026 1578 65.01901 0.99220 1 824 2141 38.48669 0.9715 1 418 4937 8.466680 0.6007 0 557 11.282155 0.24170 0 1932 39.13308 0.9922 1 896 3005 29.81697 0.9569 1 486 849 57.24382 0.9908 1 871 4380 19.88584 0.95920 1 4871 4937 98.66316 0.9814 1 1636 316 19.315403 0.7838 0 22 1.344743 0.5715 0 321 1578 20.342205 0.97970 1 261 1578 16.53992 0.8575 0 19 4937 0.3848491 0.5608 0 4.54810 0.9756 4 4.14080 0.9863 4 0.9814 0.9731 1 3.75330 0.9530 1 13.42360 0.9876 10

2020 Most Vulnerable - Theme 3

svi_2020_national %>% arrange(desc(F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01011952100 01 011 952100 AL Alabama Bullock County 3 South Region 6 East South Central Division 1382 748 549 742 1382 53.69030 0.9560 1 40 511 7.827789 0.7730 0 110 402 27.36318 0.7178 0 45 147 30.61224 0.2307 0 155 549 28.23315 0.4773 0 181 905 20.00000 0.8253 0 232 1382 16.78726 0.8813 0 164 11.86686 0.2717 0 250 18.08973 0.26290 0 258 1132.0000 22.79152 0.8368 0 99 279.0000 35.48387 0.9162 1 33 1275 2.588235 0.64520 0 1347 1382.0000 97.46744 0.9681 1 748 0 0.000000 0.1079 0 375 50.1336898 0.9922 1 0 549 0.0000000 0.09796 0 37 549.0000 6.739526 0.6039 0 0 1382 0.0000000 0.1831 0 3.9129 0.8785 1 2.93280 0.7342 1 0.9681 0.9599 1 1.98506 0.2471 1 9.79886 0.7570 4
01015000500 01 015 000500 AL Alabama Calhoun County 3 South Region 6 East South Central Division 940 907 488 586 940 62.34043 0.9815 1 59 297 19.865320 0.9833 1 100 330 30.30303 0.7922 0 58 158 36.70886 0.3497 0 158 488 32.37705 0.6020 0 199 795 25.03145 0.8930 0 118 940 12.55319 0.7770 0 246 26.17021 0.9053 1 118 12.55319 0.08233 0 383 822.5089 46.56484 0.9984 1 30 197.8892 15.16000 0.5363 0 0 889 0.000000 0.09479 0 898 940.3866 95.49264 0.9489 1 907 0 0.000000 0.1079 0 2 0.2205072 0.4456 0 2 488 0.4098361 0.23670 0 146 487.6463 29.939736 0.9404 1 0 940 0.0000000 0.1831 0 4.2368 0.9379 2 2.61712 0.5593 2 0.9489 0.9409 1 1.91370 0.2196 1 9.71652 0.7468 6
01047956300 01 047 956300 AL Alabama Dallas County 3 South Region 6 East South Central Division 3860 1617 1477 1781 3807 46.78224 0.9179 1 355 1626 21.832718 0.9889 1 118 644 18.32298 0.3722 0 269 833 32.29292 0.2610 0 387 1477 26.20176 0.4105 0 282 2298 12.27154 0.6276 0 480 3860 12.43523 0.7730 0 547 14.17098 0.4003 0 1119 28.98964 0.87380 0 548 2741.0000 19.99270 0.7447 0 303 912.0000 33.22368 0.8978 0 0 3397 0.000000 0.09479 0 3614 3860.0000 93.62694 0.9337 1 1617 37 2.288188 0.3987 0 29 1.7934447 0.6019 0 0 1477 0.0000000 0.09796 0 195 1477.0000 13.202437 0.8081 0 0 3860 0.0000000 0.1831 0 3.7179 0.8363 2 3.01139 0.7728 0 0.9337 0.9258 1 2.08976 0.2894 0 9.75275 0.7512 3
01047956400 01 047 956400 AL Alabama Dallas County 3 South Region 6 East South Central Division 2791 1509 1153 1749 2512 69.62580 0.9918 1 128 719 17.802504 0.9763 1 49 362 13.53591 0.1638 0 402 792 50.75758 0.6787 0 451 1154 39.08146 0.7664 0 470 1629 28.85206 0.9263 1 331 2686 12.32316 0.7693 0 506 18.12970 0.6251 0 678 24.29237 0.65890 0 600 1866.0204 32.15399 0.9733 1 201 492.7642 40.79030 0.9488 1 62 2609 2.376389 0.62800 0 2613 2790.8197 93.62841 0.9337 1 1509 157 10.404241 0.6508 0 0 0.0000000 0.2186 0 31 1153 2.6886383 0.61630 0 372 1153.4292 32.251653 0.9471 1 284 2791 10.1755643 0.9487 1 4.4301 0.9646 3 3.83410 0.9750 2 0.9337 0.9258 1 3.38150 0.8714 2 12.57940 0.9786 8
01047956500 01 047 956500 AL Alabama Dallas County 3 South Region 6 East South Central Division 2939 1800 1461 1781 2939 60.59884 0.9777 1 181 1015 17.832512 0.9764 1 76 425 17.88235 0.3506 0 526 1035 50.82126 0.6803 0 602 1460 41.23288 0.8072 0 406 2097 19.36099 0.8141 0 599 2937 20.39496 0.9306 1 416 14.15447 0.3994 0 585 19.90473 0.36900 0 598 2351.9796 25.42539 0.8973 0 267 545.2358 48.96963 0.9766 1 0 2698 0.000000 0.09479 0 2879 2939.1803 97.95248 0.9734 1 1800 24 1.333333 0.3371 0 23 1.2777778 0.5666 0 19 1461 1.3004791 0.42370 0 426 1460.5708 29.166680 0.9379 1 15 2939 0.5103777 0.6006 0 4.5060 0.9720 3 2.73709 0.6301 1 0.9734 0.9652 1 2.86590 0.6642 1 11.08239 0.8954 6
01047957200 01 047 957200 AL Alabama Dallas County 3 South Region 6 East South Central Division 1398 788 542 473 1398 33.83405 0.7888 0 71 687 10.334789 0.8783 0 82 398 20.60302 0.4756 0 64 144 44.44444 0.5317 0 146 542 26.93727 0.4357 0 166 1060 15.66038 0.7326 0 250 1398 17.88269 0.8987 0 284 20.31474 0.7315 0 210 15.02146 0.13900 0 204 1188.0000 17.17172 0.6177 0 36 331.0000 10.87613 0.3638 0 0 1333 0.000000 0.09479 0 1394 1398.0000 99.71388 0.9947 1 788 0 0.000000 0.1079 0 352 44.6700508 0.9870 1 0 542 0.0000000 0.09796 0 37 542.0000 6.826568 0.6084 0 0 1398 0.0000000 0.1831 0 3.7341 0.8401 0 1.94679 0.1870 0 0.9947 0.9863 1 1.98436 0.2468 1 8.65995 0.6049 2

2020 Most Vulnerable - Theme 4

svi_2020_national %>% arrange(desc(F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
04013093104 04 013 093104 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4716 1711 1486 3056 4568 66.90018 0.9891 1 170 1732 9.815243 0.8627 0 117 347 33.71758 0.856700 0 614 1139 53.90694 0.7483 0 731 1486 49.19246 0.9167 1 985 2269 43.411194 0.9837 1 1112 4567 24.348588 0.9613 1 258 5.470738 0.04124 0 1985 42.0907549 0.99640 1 404 2582.428 15.64419 0.5367 0 578 1029.0000 56.17104 0.989600 1 600 4104 14.6198830 0.92560 1 3965 4716.434 84.06775 0.8711 0 1711 768 44.88603 0.9286 1 515 30.099357 0.9542 1 325 1486 21.87079 0.9831 1 370 1486.000 24.89906 0.9203 1 148 4716 3.138253 0.8512 0 4.7135 0.9859 4 3.489540 0.928800 3 0.8711 0.8637 0 4.6374 0.9889 4 13.711540 0.9881 11
05091020600 05 091 020600 AR Arkansas Miller County 3 South Region 7 West South Central Division 2403 1208 987 1535 2279 67.35410 0.9896 1 77 756 10.185185 0.8740 0 19 159 11.94969 0.109100 0 483 828 58.33333 0.8307 0 502 987 50.86120 0.9311 1 205 1307 15.684774 0.7332 0 115 2279 5.046073 0.3656 0 428 17.811069 0.60850 0 834 34.7066167 0.97230 1 450 1445.000 31.14187 0.9675 1 326 513.0000 63.54776 0.995300 1 0 2136 0.0000000 0.09479 0 2104 2403.000 87.55722 0.8925 0 1208 499 41.30795 0.9178 1 0 0.000000 0.2186 0 173 987 17.52786 0.9709 1 247 987.000 25.02533 0.9210 1 124 2403 5.160216 0.9068 1 3.8935 0.8751 2 3.638390 0.953700 3 0.8925 0.8850 0 3.9351 0.9735 4 12.359490 0.9730 9
06001422700 06 001 422700 CA California Alameda County 4 West Region 9 Pacific Division 4975 1147 1004 1269 2524 50.27734 0.9395 1 180 2113 8.518694 0.8099 0 20 173 11.56069 0.097490 0 553 831 66.54633 0.9324 1 573 1004 57.07171 0.9709 1 54 1121 4.817128 0.2462 0 71 4974 1.427423 0.0642 0 144 2.894472 0.01414 0 46 0.9246231 0.00631 0 270 2488.616 10.84940 0.2483 0 0 147.0254 0.00000 0.005918 0 25 4975 0.5025126 0.34650 0 3018 4974.942 60.66402 0.7425 0 1147 788 68.70096 0.9706 1 26 2.266783 0.6265 0 174 1004 17.33068 0.9699 1 360 1004.052 35.85470 0.9559 1 2470 4975 49.648241 0.9898 1 3.0307 0.6606 2 0.621168 0.004476 0 0.7425 0.7362 0 4.5127 0.9887 4 8.907068 0.6401 6
06019000100 06 019 000100 CA California Fresno County 4 West Region 9 Pacific Division 3852 854 804 592 1049 56.43470 0.9658 1 50 470 10.638298 0.8869 0 0 18 0.00000 0.003312 0 383 786 48.72774 0.6320 0 383 804 47.63682 0.8997 0 1183 3247 36.433631 0.9647 1 73 1032 7.073643 0.5158 0 257 6.671859 0.06674 0 50 1.2980270 0.00758 0 472 982.000 48.06517 0.9988 1 44 143.0000 30.76923 0.872300 0 269 3840 7.0052083 0.82320 0 2921 3852.000 75.83074 0.8263 0 854 686 80.32787 0.9818 1 0 0.000000 0.2186 0 92 804 11.44279 0.9314 1 431 804.000 53.60697 0.9815 1 2803 3852 72.767394 0.9937 1 4.2329 0.9375 2 2.768620 0.647800 1 0.8263 0.8193 0 4.1070 0.9835 4 11.934820 0.9557 7
06019000800 06 019 000800 CA California Fresno County 4 West Region 9 Pacific Division 1403 479 451 828 1333 62.11553 0.9811 1 68 362 18.784530 0.9802 1 23 75 30.66667 0.799800 0 244 376 64.89362 0.9171 1 267 451 59.20177 0.9791 1 308 768 40.104167 0.9763 1 62 1333 4.651163 0.3331 0 294 20.955096 0.75840 0 568 40.4846757 0.99460 1 279 765.000 36.47059 0.9893 1 77 232.0000 33.18966 0.897500 0 294 1225 24.0000000 0.97510 1 1062 1403.000 75.69494 0.8254 0 479 223 46.55532 0.9332 1 43 8.977035 0.7800 0 84 451 18.62528 0.9748 1 171 451.000 37.91574 0.9599 1 70 1403 4.989309 0.9039 1 4.2498 0.9398 4 4.614900 0.988600 3 0.8254 0.8184 0 4.5518 0.9888 4 14.241900 0.9883 11
06029001600 06 029 001600 CA California Kern County 4 West Region 9 Pacific Division 2236 958 869 1374 2122 64.75024 0.9859 1 107 805 13.291925 0.9393 1 23 97 23.71134 0.599200 0 470 772 60.88083 0.8688 0 493 869 56.73188 0.9691 1 455 1337 34.031414 0.9554 1 206 2152 9.572491 0.6586 0 220 9.838998 0.17440 0 685 30.6350626 0.91520 1 348 1467.000 23.72188 0.8607 0 235 370.0000 63.51351 0.995200 1 62 2063 3.0053320 0.67490 0 1459 2236.000 65.25045 0.7694 0 958 409 42.69311 0.9220 1 0 0.000000 0.2186 0 91 869 10.47181 0.9202 1 254 869.000 29.22900 0.9381 1 195 2236 8.720930 0.9418 1 4.5083 0.9723 4 3.620400 0.951300 2 0.7694 0.7629 0 3.9407 0.9739 4 12.838800 0.9833 10

2010 Most Vulnerable - Theme 1

svi_2010_national %>% arrange(desc(F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01101000200 01 101 000200 AL Alabama Montgomery County 3 South Region 6 East South Central Division 1584 674 460 619 1076 57.52788 0.9555 1 86 333 25.82583 0.9835 1 22 136 16.17647 0.07809 0 227 324 70.06173 0.9400 1 249 460 54.13043 0.9128 1 687 1241 55.35858 0.9891 1 359 916 39.19214 0.9777 1 255 16.098485 0.72560 0 29 1.830808 0.009298 0 361 891 40.516274 0.9962 1 11 193 5.699482 0.1159 0 0 1567 0.00000 0.09298 0 1328 1584 83.83838 0.8812 0 674 262 38.87240 0.9173 1 0 0.000000 0.2198 0 0 460 0.00000 0.1238 0 138 460 30.00000 0.9354 1 656 1584 41.414141 0.9870 1 4.8186 0.9868 5 1.939978 0.1973 1 0.8812 0.8730 0 3.1833 0.8118 3 10.82308 0.8508 9
04013092802 04 013 092802 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4814 1830 1449 2532 4814 52.59659 0.9321 1 433 1902 22.76551 0.9729 1 454 673 67.45914 0.98590 1 401 776 51.67526 0.6657 0 855 1449 59.00621 0.9567 1 1002 2259 44.35591 0.9661 1 1614 4977 32.42917 0.9440 1 249 5.172414 0.08705 0 1813 37.660989 0.976100 1 405 3189 12.699906 0.3951 0 300 1028 29.182879 0.8384 0 806 4329 18.61862 0.93480 1 3848 4814 79.93353 0.8637 0 1830 537 29.34426 0.8759 0 55 3.005464 0.6344 0 261 1449 18.01242 0.9696 1 276 1449 19.04762 0.8751 0 0 4814 0.000000 0.3640 0 4.7718 0.9857 5 3.231450 0.8465 2 0.8637 0.8557 0 3.7190 0.9539 1 12.58595 0.9758 8
04013113900 04 013 113900 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 1092 456 383 947 1092 86.72161 0.9980 1 47 218 21.55963 0.9667 1 53 73 72.60274 0.99150 1 208 310 67.09677 0.9164 1 261 383 68.14621 0.9907 1 290 413 70.21792 0.9990 1 371 1128 32.89007 0.9471 1 32 2.930403 0.02940 0 548 50.183150 0.999100 1 49 596 8.221476 0.1367 0 154 183 84.153006 0.9992 1 167 888 18.80631 0.93610 1 1066 1092 97.61905 0.9643 1 456 131 28.72807 0.8722 0 0 0.000000 0.2198 0 67 383 17.49347 0.9678 1 203 383 53.00261 0.9791 1 0 1092 0.000000 0.3640 0 4.9015 0.9879 5 3.100500 0.7978 3 0.9643 0.9553 1 3.4029 0.8876 2 12.36920 0.9683 11
06013376000 06 013 376000 CA California Contra Costa County 4 West Region 9 Pacific Division 5461 2211 1798 2896 5461 53.03058 0.9346 1 449 2243 20.01783 0.9567 1 406 697 58.24964 0.96290 1 614 1101 55.76748 0.7525 0 1020 1798 56.72970 0.9389 1 1102 2857 38.57193 0.9431 1 1864 6120 30.45752 0.9294 1 419 7.672587 0.20050 0 1817 33.272295 0.923000 1 903 4257 21.212121 0.8126 0 583 1177 49.532710 0.9721 1 1110 5046 21.99762 0.95210 1 5247 5461 96.08130 0.9510 1 2211 229 10.35730 0.6733 0 29 1.311624 0.5543 0 188 1798 10.45606 0.9236 1 474 1798 26.36263 0.9214 1 0 5461 0.000000 0.3640 0 4.7027 0.9822 5 3.860300 0.9731 3 0.9510 0.9422 1 3.4366 0.8974 2 12.95060 0.9827 11
06019000600 06 019 000600 CA California Fresno County 4 West Region 9 Pacific Division 6565 2219 1825 4213 6250 67.40800 0.9834 1 575 2311 24.88100 0.9808 1 133 267 49.81273 0.90850 1 959 1558 61.55327 0.8522 0 1092 1825 59.83562 0.9618 1 1699 3356 50.62574 0.9817 1 1527 5434 28.10085 0.9056 1 739 11.256664 0.41690 0 2290 34.881950 0.947900 1 1108 3841 28.846654 0.9566 1 521 1058 49.243856 0.9713 1 1386 5836 23.74914 0.95940 1 5817 6565 88.60625 0.9046 1 2219 327 14.73637 0.7445 0 0 0.000000 0.2198 0 430 1825 23.56164 0.9838 1 669 1825 36.65753 0.9532 1 508 6565 7.738005 0.9223 1 4.8133 0.9868 5 4.252100 0.9859 4 0.9046 0.8962 1 3.8236 0.9658 3 13.79360 0.9870 13
06019001100 06 019 001100 CA California Fresno County 4 West Region 9 Pacific Division 3350 798 761 1975 3326 59.38064 0.9624 1 369 1192 30.95638 0.9923 1 114 280 40.71429 0.78290 0 310 481 64.44906 0.8900 0 424 761 55.71616 0.9295 1 954 1790 53.29609 0.9861 1 816 2889 28.24507 0.9073 1 262 7.820895 0.20820 0 1283 38.298507 0.979800 1 428 1837 23.298857 0.8702 0 267 624 42.788461 0.9480 1 494 3080 16.03896 0.91780 1 3112 3350 92.89552 0.9287 1 798 0 0.00000 0.1224 0 46 5.764411 0.7019 0 164 761 21.55059 0.9798 1 110 761 14.45466 0.8192 0 353 3350 10.537313 0.9409 1 4.7776 0.9859 5 3.924000 0.9773 3 0.9287 0.9201 1 3.5642 0.9292 2 13.19450 0.9851 11

2010 Most Vulnerable - Theme 2

svi_2010_national %>% arrange(desc(F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
04013092801 04 013 092801 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4990 1766 1359 3434 4990 68.81764 0.9856 1 316 1698 18.610130 0.9445 1 132 336 39.28571 0.75400 0 459 1023 44.86804 0.5020 0 591 1359 43.48786 0.7302 0 1338 2151 62.20363 0.9960 1 1149 4468 25.71620 0.8733 0 171 3.426854 0.03838 0 2216 44.40882 0.9966 1 741 2933 25.26423 0.9101 1 520 1054 49.33586 0.9716 1 884 4181 21.14327 0.9482 1 4497 4990 90.12024 0.9127 1 1766 151 8.550396 0.6352 0 100 5.662514 0.6998 0 365 1359 26.85798 0.9890 1 351 1359 25.82781 0.9189 1 0 4990 0.000000 0.3640 0 4.5296 0.9661 3 3.86488 0.9735 4 0.9127 0.9042 1 3.6069 0.9370 2 12.91408 0.9821 10
04013114900 04 013 114900 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 2527 965 948 1670 2519 66.29615 0.9809 1 89 680 13.088235 0.8429 0 25 183 13.66120 0.04129 0 385 765 50.32680 0.6343 0 410 948 43.24895 0.7248 0 799 1326 60.25641 0.9944 1 656 2744 23.90671 0.8433 0 298 11.792639 0.45360 0 915 36.20894 0.9633 1 550 1804 30.48780 0.9697 1 275 524 52.48092 0.9792 1 608 2368 25.67568 0.9666 1 2331 2527 92.24377 0.9248 1 965 222 23.005181 0.8335 0 0 0.000000 0.2198 0 120 948 12.65823 0.9426 1 533 948 56.22363 0.9823 1 0 2527 0.000000 0.3640 0 4.3863 0.9468 2 4.33240 0.9864 4 0.9248 0.9162 1 3.3422 0.8690 2 12.98570 0.9833 9
05131000100 05 131 000100 AR Arkansas Sebastian County 3 South Region 7 West South Central Division 6395 2175 1985 3582 6342 56.48061 0.9511 1 106 2320 4.568966 0.2280 0 340 1113 30.54807 0.52260 0 464 872 53.21101 0.6999 0 804 1985 40.50378 0.6556 0 1983 3710 53.45013 0.9863 1 1881 6059 31.04473 0.9341 1 478 7.474590 0.19030 0 2138 33.43237 0.9258 1 996 3965 25.11980 0.9077 1 539 1374 39.22853 0.9289 1 1097 5757 19.05506 0.9376 1 4443 6395 69.47615 0.8158 0 2175 242 11.126437 0.6874 0 118 5.425287 0.6951 0 205 1985 10.32746 0.9222 1 260 1985 13.09824 0.7956 0 0 6395 0.000000 0.3640 0 3.7551 0.8292 3 3.89030 0.9752 4 0.8158 0.8082 0 3.4643 0.9055 1 11.92550 0.9455 8
06019000300 06 019 000300 CA California Fresno County 4 West Region 9 Pacific Division 3516 1117 1008 2398 3479 68.92785 0.9858 1 116 1119 10.366399 0.7259 0 182 321 56.69782 0.95570 1 452 687 65.79330 0.9039 1 634 1008 62.89683 0.9770 1 858 1740 49.31034 0.9792 1 691 3721 18.57028 0.7089 0 398 11.319681 0.42140 0 1360 38.68032 0.9820 1 555 2168 25.59963 0.9157 1 309 755 40.92715 0.9393 1 707 3128 22.60230 0.9546 1 3404 3516 96.81456 0.9569 1 1117 99 8.863026 0.6424 0 13 1.163832 0.5427 0 167 1008 16.56746 0.9642 1 246 1008 24.40476 0.9120 1 0 3516 0.000000 0.3640 0 4.3768 0.9454 3 4.21300 0.9856 4 0.9569 0.9480 1 3.4253 0.8942 2 12.97200 0.9831 10
06019000600 06 019 000600 CA California Fresno County 4 West Region 9 Pacific Division 6565 2219 1825 4213 6250 67.40800 0.9834 1 575 2311 24.881004 0.9808 1 133 267 49.81273 0.90850 1 959 1558 61.55327 0.8522 0 1092 1825 59.83562 0.9618 1 1699 3356 50.62574 0.9817 1 1527 5434 28.10085 0.9056 1 739 11.256664 0.41690 0 2290 34.88195 0.9479 1 1108 3841 28.84665 0.9566 1 521 1058 49.24386 0.9713 1 1386 5836 23.74914 0.9594 1 5817 6565 88.60625 0.9046 1 2219 327 14.736368 0.7445 0 0 0.000000 0.2198 0 430 1825 23.56164 0.9838 1 669 1825 36.65753 0.9532 1 508 6565 7.738005 0.9223 1 4.8133 0.9868 5 4.25210 0.9859 4 0.9046 0.8962 1 3.8236 0.9658 3 13.79360 0.9870 13
06019002400 06 019 002400 CA California Fresno County 4 West Region 9 Pacific Division 3924 1450 1259 2626 3899 67.35060 0.9833 1 257 1449 17.736370 0.9349 1 197 353 55.80737 0.95120 1 540 906 59.60265 0.8228 0 737 1259 58.53852 0.9534 1 1289 2112 61.03220 0.9951 1 1216 4145 29.33655 0.9192 1 230 5.861366 0.11440 0 1335 34.02141 0.9355 1 738 2728 27.05279 0.9368 1 287 806 35.60794 0.9040 1 942 3474 27.11572 0.9711 1 3659 3924 93.24669 0.9308 1 1450 35 2.413793 0.4289 0 25 1.724138 0.5798 0 184 1259 14.61477 0.9552 1 250 1259 19.85703 0.8822 0 0 3924 0.000000 0.3640 0 4.7859 0.9862 5 3.86180 0.9732 4 0.9308 0.9221 1 3.2101 0.8223 1 12.78860 0.9800 11

2010 Most Vulnerable - Theme 3

svi_2010_national %>% arrange(desc(F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01015000500 01 015 000500 AL Alabama Calhoun County 3 South Region 6 East South Central Division 1731 1175 743 1042 1619 64.36072 0.9767 1 124 472 26.27119 0.9846 1 136 461 29.50108 0.4897 0 163 282 57.80142 0.79190 0 299 743 40.24226 0.6491 0 340 1270 26.77165 0.8389 0 460 1794 25.64103 0.8722 0 271 15.655690 0.7019 0 368 21.25939 0.3219 0 507 1449 34.98965 0.9885 1 150 386 38.86010 0.9269 1 0 1677 0.0000000 0.09298 0 1559 1731 90.06355 0.9123 1 1175 50 4.2553191 0.5128 0 4 0.3404255 0.4480 0 0 743 0.000000 0.1238 0 122 743 16.419919 0.8473 0 0 1731 0.000000 0.3640 0 4.3215 0.9362 2 3.03218 0.7679 2 0.9123 0.9038 1 2.2959 0.3818 0 10.56188 0.8244 5
01047956400 01 047 956400 AL Alabama Dallas County 3 South Region 6 East South Central Division 3188 1505 1244 1923 2882 66.72450 0.9818 1 152 837 18.16010 0.9398 1 211 478 44.14226 0.8412 0 390 766 50.91384 0.64840 0 601 1244 48.31190 0.8288 0 634 1777 35.67811 0.9271 1 839 3507 23.92358 0.8435 0 513 16.091593 0.7252 0 1027 32.21455 0.9002 1 727 2252 32.28242 0.9790 1 295 630 46.82540 0.9642 1 0 2828 0.0000000 0.09298 0 3101 3188 97.27102 0.9609 1 1505 126 8.3720930 0.6312 0 22 1.4617940 0.5643 0 77 1244 6.189711 0.8461 0 345 1244 27.733119 0.9273 1 223 3188 6.994981 0.9153 1 4.5210 0.9650 3 3.66158 0.9509 3 0.9609 0.9520 1 3.8842 0.9715 2 13.02768 0.9837 9
01047956500 01 047 956500 AL Alabama Dallas County 3 South Region 6 East South Central Division 4489 1870 1518 3411 4489 75.98574 0.9937 1 483 1374 35.15284 0.9959 1 157 481 32.64033 0.5868 0 749 1037 72.22758 0.95370 1 906 1518 59.68379 0.9610 1 806 2489 32.38248 0.9031 1 972 4308 22.56267 0.8167 0 393 8.754734 0.2601 0 1665 37.09067 0.9717 1 931 2931 31.76390 0.9765 1 553 1021 54.16259 0.9824 1 0 4128 0.0000000 0.09298 0 4468 4489 99.53219 0.9870 1 1870 11 0.5882353 0.2871 0 46 2.4598930 0.6148 0 122 1518 8.036891 0.8886 0 602 1518 39.657444 0.9593 1 0 4489 0.000000 0.3640 0 4.6704 0.9800 4 3.28368 0.8635 3 0.9870 0.9778 1 3.1138 0.7840 1 12.05488 0.9532 9
01047957200 01 047 957200 AL Alabama Dallas County 3 South Region 6 East South Central Division 2191 871 729 1163 2191 53.08078 0.9349 1 222 844 26.30332 0.9848 1 267 533 50.09381 0.9115 1 53 196 27.04082 0.15260 0 320 729 43.89575 0.7396 0 306 1251 24.46043 0.8042 0 436 2275 19.16484 0.7279 0 332 15.152898 0.6736 0 560 25.55911 0.6116 0 434 1706 25.43962 0.9128 1 180 487 36.96099 0.9139 1 16 2024 0.7905138 0.40060 0 2161 2191 98.63076 0.9754 1 871 0 0.0000000 0.1224 0 333 38.2319173 0.9748 1 57 729 7.818930 0.8846 0 107 729 14.677641 0.8224 0 0 2191 0.000000 0.3640 0 4.1914 0.9131 2 3.51250 0.9240 2 0.9754 0.9663 1 3.1682 0.8055 1 11.84750 0.9404 6
01055000300 01 055 000300 AL Alabama Etowah County 3 South Region 6 East South Central Division 2106 1403 1042 1543 2097 73.58131 0.9918 1 214 724 29.55801 0.9905 1 188 421 44.65558 0.8490 0 389 621 62.64090 0.86730 0 577 1042 55.37428 0.9258 1 439 1553 28.26787 0.8588 0 710 2571 27.61571 0.8999 0 421 19.990503 0.8712 0 364 17.28395 0.1480 0 491 1902 25.81493 0.9194 1 200 485 41.23711 0.9411 1 0 1972 0.0000000 0.09298 0 1989 2106 94.44444 0.9387 1 1403 39 2.7797577 0.4487 0 110 7.8403421 0.7404 0 23 1042 2.207294 0.5964 0 252 1042 24.184261 0.9109 1 0 2106 0.000000 0.3640 0 4.6668 0.9798 3 2.97268 0.7424 2 0.9387 0.9300 1 3.0604 0.7620 1 11.63858 0.9244 7
01063060000 01 063 060000 AL Alabama Greene County 3 South Region 6 East South Central Division 1780 1100 637 924 1780 51.91011 0.9283 1 160 634 25.23659 0.9820 1 247 523 47.22753 0.8823 0 18 114 15.78947 0.05613 0 265 637 41.60126 0.6843 0 277 1266 21.87994 0.7576 0 241 1771 13.60813 0.5184 0 299 16.797753 0.7598 0 333 18.70787 0.1947 0 409 1437 28.46207 0.9528 1 67 419 15.99045 0.5464 0 0 1727 0.0000000 0.09298 0 1617 1780 90.84270 0.9168 1 1100 0 0.0000000 0.1224 0 399 36.2727273 0.9704 1 8 637 1.255887 0.4554 0 51 637 8.006279 0.6509 0 0 1780 0.000000 0.3640 0 3.8706 0.8527 2 2.54668 0.5206 1 0.9168 0.9083 1 2.5631 0.5215 1 9.89718 0.7540 5

2010 Most Vulnerable - Theme 4

svi_2010_national %>% arrange(desc(F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
02150000400 02 150 000400 AK Alaska Kodiak Island Borough 4 West Region 9 Pacific Division 1006 523 448 325 1006 32.30616 0.7339 0 0 599 0.000000 0.00496 0 55 143 38.46154 0.7362 0 219 305 71.80328 0.95140 1 274 448 61.16071 0.9691 1 74 757 9.775429 0.3838 0 209 1029 20.31098 0.7615 0 136 13.518887 0.57220 0 131 13.02187 0.0669 0 177 778 22.75064 0.8562 0 112 258 43.41085 0.9507 1 79 964 8.1950207 0.8307 0 611 1006 60.73559 0.7741 0 523 196 37.47610 0.9122 1 0 0.0000000 0.2198 0 46 448 10.267857 0.9216 1 104 448 23.21429 0.9055 1 202 1006 20.079523 0.9675 1 2.85326 0.6087 1 3.27670 0.8614 1 0.7741 0.7669 0 3.9266 0.9750 4 10.83066 0.8516 6
04013093104 04 013 093104 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4549 1878 1500 2717 4058 66.95416 0.9822 1 240 1720 13.953488 0.86770 0 285 489 58.28221 0.9630 1 672 1011 66.46884 0.91050 1 957 1500 63.80000 0.9807 1 573 2371 24.167018 0.7996 0 1157 4135 27.98065 0.9043 1 436 9.584524 0.31020 0 1491 32.77643 0.9127 1 413 2551 16.18973 0.6011 0 440 921 47.77416 0.9673 1 616 3918 15.7223073 0.9154 1 3321 4549 73.00506 0.8325 0 1878 819 43.61022 0.9308 1 616 32.8008520 0.9593 1 197 1500 13.133333 0.9459 1 313 1500 20.86667 0.8896 0 479 4549 10.529787 0.9409 1 4.53450 0.9666 3 3.70670 0.9570 3 0.8325 0.8248 0 4.6665 0.9886 4 13.74020 0.9870 10
04013107201 04 013 107201 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 4358 1539 1306 3057 4043 75.61217 0.9934 1 169 1564 10.805627 0.74940 0 123 215 57.20930 0.9583 1 628 1091 57.56187 0.78740 0 751 1306 57.50383 0.9455 1 831 2102 39.533777 0.9478 1 1445 4220 34.24171 0.9558 1 59 1.353832 0.01263 0 1659 38.06792 0.9784 1 417 2217 18.80920 0.7248 0 336 836 40.19139 0.9352 1 1219 3656 33.3424508 0.9858 1 3614 4358 82.92795 0.8775 0 1539 625 40.61079 0.9226 1 37 2.4041585 0.6125 0 426 1306 32.618683 0.9942 1 363 1306 27.79479 0.9276 1 315 4358 7.228086 0.9174 1 4.59190 0.9733 4 3.63683 0.9466 3 0.8775 0.8693 0 4.3743 0.9882 4 13.48053 0.9865 11
04013108601 04 013 108601 AZ Arizona Maricopa County 4 West Region 8 Mountain Division 2885 1423 948 1444 2876 50.20862 0.9185 1 108 1353 7.982262 0.56060 0 134 286 46.85315 0.8779 0 289 662 43.65559 0.47290 0 423 948 44.62025 0.7557 0 557 1676 33.233890 0.9102 1 1009 2732 36.93265 0.9693 1 68 2.357019 0.02121 0 858 29.74003 0.8260 0 320 1974 16.21074 0.6020 0 272 551 49.36479 0.9717 1 677 2488 27.2106109 0.9715 1 2063 2885 71.50780 0.8258 0 1423 517 36.33169 0.9079 1 162 11.3843992 0.7934 0 165 948 17.405063 0.9675 1 258 948 27.21519 0.9249 1 186 2885 6.447140 0.9090 1 4.11430 0.8994 3 3.39241 0.8954 2 0.8258 0.8181 0 4.5027 0.9885 4 12.83521 0.9810 9
04021941200 04 021 941200 AZ Arizona Pinal County 4 West Region 8 Mountain Division 6029 1965 1721 3036 5641 53.82024 0.9386 1 507 2078 24.398460 0.97930 1 256 994 25.75453 0.3608 0 151 727 20.77029 0.08969 0 407 1721 23.64904 0.1514 0 1080 3034 35.596572 0.9267 1 2549 6616 38.52781 0.9753 1 313 5.191574 0.08778 0 2212 36.68933 0.9683 1 703 4569 15.38630 0.5574 0 846 1392 60.77586 0.9918 1 17 5264 0.3229483 0.2643 0 5990 6029 99.35313 0.9848 1 1965 0 0.00000 0.1224 0 474 24.1221374 0.9156 1 363 1721 21.092388 0.9786 1 450 1721 26.14759 0.9203 1 376 6029 6.236523 0.9066 1 3.97130 0.8728 4 2.86958 0.6938 2 0.9848 0.9756 1 3.8435 0.9678 4 11.66918 0.9267 11
06001401300 06 001 401300 CA California Alameda County 4 West Region 9 Pacific Division 3564 1857 1544 1817 3315 54.81146 0.9436 1 151 1535 9.837134 0.69480 0 119 217 54.83871 0.9462 1 715 1327 53.88093 0.71390 0 834 1544 54.01554 0.9116 1 523 2651 19.728404 0.7128 0 747 3206 23.30006 0.8318 0 426 11.952862 0.46510 0 546 15.31987 0.1002 0 431 2872 15.00696 0.5355 0 183 511 35.81213 0.9056 1 565 3338 16.9263032 0.9237 1 2761 3564 77.46914 0.8526 0 1857 1462 78.72913 0.9818 1 18 0.9693053 0.5272 0 148 1544 9.585492 0.9131 1 598 1544 38.73057 0.9573 1 524 3564 14.702581 0.9561 1 4.09460 0.8953 2 2.93010 0.7224 2 0.8526 0.8447 0 4.3355 0.9881 4 12.21280 0.9613 8

2020-2010 Least Vulnerable Themes 1-4

2020 Least Vulnerable - Theme 1

svi_2020_national %>% arrange((F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 0.4630 0 18 852 2.112676 0.15070 0 81 507 15.976331 0.26320 0 63 186 33.87097 0.2913 0 144 693 20.77922 0.2230 0 187 1309 14.285714 0.6928 0 187 1941 9.634209 0.6617 0 295 15.19835 0.4601 0 415 21.38073 0.4681 0 391 1526 25.62254 0.9011 1 58 555 10.45045 0.3451 0 0 1843 0.0000000 0.09479 0 437 1941 22.51417 0.3902 0 710 0 0.0000000 0.1079 0 88 12.3943662 0.8263 0 0 693 0.0000000 0.09796 0 10 693 1.443001 0.1643 0 0 1941 0.000000 0.1831 0 2.19120 0.4084 0 2.26919 0.3503 1 0.3902 0.3869 0 1.37956 0.07216 0 6.23015 0.2314 1
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 0.6427 0 29 717 4.044630 0.41320 0 33 392 8.418367 0.03542 0 116 181 64.08840 0.9086 1 149 573 26.00349 0.4041 0 139 1313 10.586443 0.5601 0 91 1533 5.936073 0.4343 0 284 16.16392 0.5169 0 325 18.49744 0.2851 0 164 1208 13.57616 0.4127 0 42 359 11.69916 0.3998 0 0 1651 0.0000000 0.09479 0 1116 1757 63.51736 0.7591 0 720 3 0.4166667 0.2470 0 5 0.6944444 0.5106 0 9 573 1.5706806 0.46880 0 57 573 9.947644 0.7317 0 212 1757 12.066022 0.9549 1 2.45440 0.4888 0 1.70929 0.1025 0 0.7591 0.7527 0 2.91300 0.68620 1 7.83579 0.4802 1
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.5833 0 53 1994 2.657974 0.22050 0 117 967 12.099276 0.11370 0 147 384 38.28125 0.3856 0 264 1351 19.54108 0.1827 0 317 2477 12.797739 0.6460 0 127 3673 3.457664 0.2308 0 464 12.56091 0.3088 0 929 25.14889 0.7080 0 473 2744 17.23761 0.6211 0 263 975 26.97436 0.8234 0 128 3586 3.5694367 0.70770 0 1331 3694 36.03140 0.5515 0 1464 26 1.7759563 0.3675 0 14 0.9562842 0.5389 0 35 1351 2.5906736 0.60550 0 42 1351 3.108808 0.3415 0 0 3694 0.000000 0.1831 0 1.86330 0.3063 0 3.16900 0.8380 0 0.5515 0.5468 0 2.03650 0.26830 0 7.62030 0.4460 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 0.3472 0 39 1658 2.352232 0.17990 0 219 1290 16.976744 0.30880 0 74 346 21.38728 0.1037 0 293 1636 17.90954 0.1333 0 173 2775 6.234234 0.3351 0 169 3529 4.788892 0.3448 0 969 27.38062 0.9225 1 510 14.41085 0.1208 0 670 3019 22.19278 0.8194 0 148 1137 13.01671 0.4541 0 89 3409 2.6107363 0.64690 0 454 3539 12.82848 0.2364 0 1741 143 8.2136703 0.6028 0 0 0.0000000 0.2186 0 10 1636 0.6112469 0.28340 0 72 1636 4.400978 0.4538 0 0 3539 0.000000 0.1831 0 1.34030 0.1575 0 2.96370 0.7496 1 0.2364 0.2344 0 1.74170 0.16270 0 6.28210 0.2389 1
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3851 0 81 5048 1.604596 0.09431 0 321 2299 13.962592 0.17970 0 711 2125 33.45882 0.2836 0 1032 4424 23.32731 0.3109 0 531 6816 7.790493 0.4251 0 301 10046 2.996217 0.1894 0 1613 15.11149 0.4553 0 2765 25.90407 0.7494 0 1124 7281 15.43744 0.5253 0 342 2912 11.74451 0.4019 0 52 9920 0.5241935 0.35230 0 2603 10674 24.38636 0.4160 0 4504 703 15.6083481 0.7378 0 29 0.6438721 0.5037 0 37 4424 0.8363472 0.33420 0 207 4424 4.679023 0.4754 0 176 10674 1.648866 0.7598 0 1.40481 0.1743 0 2.48420 0.4802 0 0.4160 0.4125 0 2.81090 0.63730 0 7.11591 0.3654 0
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3536 1464 1330 1279 3523 36.30429 0.8215 0 34 1223 2.780049 0.23780 0 321 1111 28.892889 0.75870 0 67 219 30.59361 0.2305 0 388 1330 29.17293 0.5075 0 306 2380 12.857143 0.6480 0 415 3496 11.870709 0.7535 0 547 15.46946 0.4760 0 982 27.77149 0.8327 0 729 2514 28.99761 0.9488 1 95 880 10.79545 0.3601 0 0 3394 0.0000000 0.09479 0 985 3536 27.85633 0.4608 0 1464 0 0.0000000 0.1079 0 364 24.8633880 0.9300 1 0 1330 0.0000000 0.09796 0 17 1330 1.278196 0.1463 0 0 3536 0.000000 0.1831 0 2.96830 0.6434 0 2.71239 0.6156 1 0.4608 0.4569 0 1.46526 0.08976 1 7.60675 0.4440 2

2020 Least Vulnerable - Theme 2

svi_2020_national %>% arrange((F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 0.6427 0 29 717 4.0446304 0.41320 0 33 392 8.418367 0.03542 0 116 181 64.08840 0.9086 1 149 573 26.00349 0.4041 0 139 1313 10.586443 0.5601 0 91 1533 5.936073 0.4343 0 284 16.163916 0.5169 0 325 18.49744 0.2851 0 164 1208 13.57616 0.4127 0 42 359 11.69916 0.3998 0 0 1651 0.0000000 0.09479 0 1116 1757 63.51736 0.7591 0 720 3 0.4166667 0.2470 0 5 0.6944444 0.5106 0 9 573 1.5706806 0.4688 0 57 573 9.947644 0.7317 0 212 1757 12.0660216 0.9549 1 2.45440 0.4888 0 1.70929 0.1025 0 0.7591 0.7527 0 2.9130 0.6862 1 7.83579 0.4802 1
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.5833 0 53 1994 2.6579739 0.22050 0 117 967 12.099276 0.11370 0 147 384 38.28125 0.3856 0 264 1351 19.54108 0.1827 0 317 2477 12.797739 0.6460 0 127 3673 3.457664 0.2308 0 464 12.560910 0.3088 0 929 25.14889 0.7080 0 473 2744 17.23761 0.6211 0 263 975 26.97436 0.8234 0 128 3586 3.5694367 0.70770 0 1331 3694 36.03140 0.5515 0 1464 26 1.7759563 0.3675 0 14 0.9562842 0.5389 0 35 1351 2.5906736 0.6055 0 42 1351 3.108808 0.3415 0 0 3694 0.0000000 0.1831 0 1.86330 0.3063 0 3.16900 0.8380 0 0.5515 0.5468 0 2.0365 0.2683 0 7.62030 0.4460 0
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3851 0 81 5048 1.6045959 0.09431 0 321 2299 13.962592 0.17970 0 711 2125 33.45882 0.2836 0 1032 4424 23.32731 0.3109 0 531 6816 7.790493 0.4251 0 301 10046 2.996217 0.1894 0 1613 15.111486 0.4553 0 2765 25.90407 0.7494 0 1124 7281 15.43744 0.5253 0 342 2912 11.74451 0.4019 0 52 9920 0.5241935 0.35230 0 2603 10674 24.38636 0.4160 0 4504 703 15.6083481 0.7378 0 29 0.6438721 0.5037 0 37 4424 0.8363472 0.3342 0 207 4424 4.679023 0.4754 0 176 10674 1.6488664 0.7598 0 1.40481 0.1743 0 2.48420 0.4802 0 0.4160 0.4125 0 2.8109 0.6373 0 7.11591 0.3654 0
01001020700 01 001 020700 AL Alabama Autauga County 3 South Region 6 East South Central Division 3562 1313 1248 1370 3528 38.83220 0.8512 0 128 1562 8.1946223 0.79350 0 168 844 19.905213 0.44510 0 237 404 58.66337 0.8359 0 405 1248 32.45192 0.6042 0 396 2211 17.910448 0.7857 0 444 3547 12.517620 0.7758 0 355 9.966311 0.1800 0 954 26.78271 0.7923 0 629 2593 24.25762 0.8730 0 171 797 21.45546 0.7186 0 0 3211 0.0000000 0.09479 0 1009 3562 28.32678 0.4668 0 1313 14 1.0662605 0.3165 0 443 33.7395278 0.9663 1 73 1248 5.8493590 0.8211 0 17 1248 1.362180 0.1554 0 112 3562 3.1443010 0.8514 0 3.81040 0.8569 0 2.65869 0.5847 0 0.4668 0.4629 0 3.1107 0.7714 1 10.04659 0.7851 1
01001020801 01 001 020801 AL Alabama Autauga County 3 South Region 6 East South Central Division 3073 1217 1038 369 3073 12.00781 0.2797 0 14 1418 0.9873061 0.04316 0 165 914 18.052516 0.35940 0 68 124 54.83871 0.7683 0 233 1038 22.44701 0.2801 0 176 2105 8.361045 0.4548 0 198 3061 6.468474 0.4742 0 561 18.255776 0.6322 0 699 22.74650 0.5586 0 428 2362 18.12024 0.6644 0 104 924 11.25541 0.3803 0 0 2933 0.0000000 0.09479 0 351 3073 11.42206 0.2115 0 1217 0 0.0000000 0.1079 0 183 15.0369762 0.8555 0 22 1038 2.1194605 0.5484 0 31 1038 2.986512 0.3293 0 0 3073 0.0000000 0.1831 0 1.53196 0.2097 0 2.33029 0.3861 0 0.2115 0.2097 0 2.0242 0.2630 0 6.09795 0.2129 0
01001020802 01 001 020802 AL Alabama Autauga County 3 South Region 6 East South Central Division 11215 4599 4328 2163 11215 19.28667 0.4941 0 150 5272 2.8452200 0.24650 0 911 3495 26.065808 0.67890 0 228 833 27.37095 0.1786 0 1139 4328 26.31701 0.4145 0 913 7549 12.094317 0.6211 0 1017 11079 9.179529 0.6387 0 1384 12.340615 0.2970 0 2868 25.57289 0.7318 0 1444 8211 17.58616 0.6386 0 535 3166 16.89829 0.5945 0 72 10660 0.6754221 0.38970 0 2337 11215 20.83816 0.3661 0 4599 0 0.0000000 0.1079 0 1185 25.7664710 0.9349 1 14 4328 0.3234750 0.2221 0 453 4328 10.466728 0.7462 0 11 11215 0.0980829 0.3984 0 2.41490 0.4765 0 2.65160 0.5804 0 0.3661 0.3630 0 2.4095 0.4391 1 7.84210 0.4811 1

2020 Least Vulnerable - Theme 3

svi_2020_national %>% arrange((F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 0.4630 0 18 852 2.112676 0.15070 0 81 507 15.976331 0.26320 0 63 186 33.87097 0.2913 0 144 693 20.77922 0.2230 0 187 1309 14.285714 0.6928 0 187 1941 9.634209 0.6617 0 295 15.19835 0.4601 0 415 21.38073 0.4681 0 391 1526 25.62254 0.9011 1 58 555 10.45045 0.3451 0 0 1843 0.0000000 0.09479 0 437 1941 22.51417 0.3902 0 710 0 0.0000000 0.1079 0 88 12.3943662 0.8263 0 0 693 0.0000000 0.09796 0 10 693 1.443001 0.1643 0 0 1941 0.000000 0.1831 0 2.19120 0.4084 0 2.26919 0.3503 1 0.3902 0.3869 0 1.37956 0.07216 0 6.23015 0.2314 1
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 1757 720 573 384 1511 25.41363 0.6427 0 29 717 4.044630 0.41320 0 33 392 8.418367 0.03542 0 116 181 64.08840 0.9086 1 149 573 26.00349 0.4041 0 139 1313 10.586443 0.5601 0 91 1533 5.936073 0.4343 0 284 16.16392 0.5169 0 325 18.49744 0.2851 0 164 1208 13.57616 0.4127 0 42 359 11.69916 0.3998 0 0 1651 0.0000000 0.09479 0 1116 1757 63.51736 0.7591 0 720 3 0.4166667 0.2470 0 5 0.6944444 0.5106 0 9 573 1.5706806 0.46880 0 57 573 9.947644 0.7317 0 212 1757 12.066022 0.9549 1 2.45440 0.4888 0 1.70929 0.1025 0 0.7591 0.7527 0 2.91300 0.68620 1 7.83579 0.4802 1
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.5833 0 53 1994 2.657974 0.22050 0 117 967 12.099276 0.11370 0 147 384 38.28125 0.3856 0 264 1351 19.54108 0.1827 0 317 2477 12.797739 0.6460 0 127 3673 3.457664 0.2308 0 464 12.56091 0.3088 0 929 25.14889 0.7080 0 473 2744 17.23761 0.6211 0 263 975 26.97436 0.8234 0 128 3586 3.5694367 0.70770 0 1331 3694 36.03140 0.5515 0 1464 26 1.7759563 0.3675 0 14 0.9562842 0.5389 0 35 1351 2.5906736 0.60550 0 42 1351 3.108808 0.3415 0 0 3694 0.000000 0.1831 0 1.86330 0.3063 0 3.16900 0.8380 0 0.5515 0.5468 0 2.03650 0.26830 0 7.62030 0.4460 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 0.3472 0 39 1658 2.352232 0.17990 0 219 1290 16.976744 0.30880 0 74 346 21.38728 0.1037 0 293 1636 17.90954 0.1333 0 173 2775 6.234234 0.3351 0 169 3529 4.788892 0.3448 0 969 27.38062 0.9225 1 510 14.41085 0.1208 0 670 3019 22.19278 0.8194 0 148 1137 13.01671 0.4541 0 89 3409 2.6107363 0.64690 0 454 3539 12.82848 0.2364 0 1741 143 8.2136703 0.6028 0 0 0.0000000 0.2186 0 10 1636 0.6112469 0.28340 0 72 1636 4.400978 0.4538 0 0 3539 0.000000 0.1831 0 1.34030 0.1575 0 2.96370 0.7496 1 0.2364 0.2344 0 1.74170 0.16270 0 6.28210 0.2389 1
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3851 0 81 5048 1.604596 0.09431 0 321 2299 13.962592 0.17970 0 711 2125 33.45882 0.2836 0 1032 4424 23.32731 0.3109 0 531 6816 7.790493 0.4251 0 301 10046 2.996217 0.1894 0 1613 15.11149 0.4553 0 2765 25.90407 0.7494 0 1124 7281 15.43744 0.5253 0 342 2912 11.74451 0.4019 0 52 9920 0.5241935 0.35230 0 2603 10674 24.38636 0.4160 0 4504 703 15.6083481 0.7378 0 29 0.6438721 0.5037 0 37 4424 0.8363472 0.33420 0 207 4424 4.679023 0.4754 0 176 10674 1.648866 0.7598 0 1.40481 0.1743 0 2.48420 0.4802 0 0.4160 0.4125 0 2.81090 0.63730 0 7.11591 0.3654 0
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3536 1464 1330 1279 3523 36.30429 0.8215 0 34 1223 2.780049 0.23780 0 321 1111 28.892889 0.75870 0 67 219 30.59361 0.2305 0 388 1330 29.17293 0.5075 0 306 2380 12.857143 0.6480 0 415 3496 11.870709 0.7535 0 547 15.46946 0.4760 0 982 27.77149 0.8327 0 729 2514 28.99761 0.9488 1 95 880 10.79545 0.3601 0 0 3394 0.0000000 0.09479 0 985 3536 27.85633 0.4608 0 1464 0 0.0000000 0.1079 0 364 24.8633880 0.9300 1 0 1330 0.0000000 0.09796 0 17 1330 1.278196 0.1463 0 0 3536 0.000000 0.1831 0 2.96830 0.6434 0 2.71239 0.6156 1 0.4608 0.4569 0 1.46526 0.08976 1 7.60675 0.4440 2

2020 Least Vulnerable - Theme 4

svi_2020_national %>% arrange((F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1941 710 693 352 1941 18.13498 0.4630 0 18 852 2.1126761 0.15070 0 81 507 15.976331 0.26320 0 63 186 33.87097 0.2913 0 144 693 20.77922 0.22300 0 187 1309 14.285714 0.6928 0 187 1941 9.634209 0.6617 0 295 15.19835 0.4601 0 415 21.38073 0.4681 0 391 1526 25.62254 0.9011 1 58 555 10.450451 0.3451 0 0 1843 0.0000000 0.09479 0 437 1941 22.51417 0.3902 0 710 0 0.000000 0.1079 0 88 12.3943662 0.8263 0 0 693 0.0000000 0.09796 0 10 693 1.443001 0.1643 0 0 1941 0.0000000 0.1831 0 2.19120 0.40840 0 2.26919 0.3503 1 0.3902 0.3869 0 1.37956 0.07216 0 6.23015 0.2314 1
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3694 1464 1351 842 3694 22.79372 0.5833 0 53 1994 2.6579739 0.22050 0 117 967 12.099276 0.11370 0 147 384 38.28125 0.3856 0 264 1351 19.54108 0.18270 0 317 2477 12.797739 0.6460 0 127 3673 3.457664 0.2308 0 464 12.56091 0.3088 0 929 25.14889 0.7080 0 473 2744 17.23761 0.6211 0 263 975 26.974359 0.8234 0 128 3586 3.5694367 0.70770 0 1331 3694 36.03140 0.5515 0 1464 26 1.775956 0.3675 0 14 0.9562842 0.5389 0 35 1351 2.5906736 0.60550 0 42 1351 3.108808 0.3415 0 0 3694 0.0000000 0.1831 0 1.86330 0.30630 0 3.16900 0.8380 0 0.5515 0.5468 0 2.03650 0.26830 0 7.62030 0.4460 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 3539 1741 1636 503 3539 14.21305 0.3472 0 39 1658 2.3522316 0.17990 0 219 1290 16.976744 0.30880 0 74 346 21.38728 0.1037 0 293 1636 17.90954 0.13330 0 173 2775 6.234234 0.3351 0 169 3529 4.788892 0.3448 0 969 27.38062 0.9225 1 510 14.41085 0.1208 0 670 3019 22.19278 0.8194 0 148 1137 13.016711 0.4541 0 89 3409 2.6107363 0.64690 0 454 3539 12.82848 0.2364 0 1741 143 8.213670 0.6028 0 0 0.0000000 0.2186 0 10 1636 0.6112469 0.28340 0 72 1636 4.400978 0.4538 0 0 3539 0.0000000 0.1831 0 1.34030 0.15750 0 2.96370 0.7496 1 0.2364 0.2344 0 1.74170 0.16270 0 6.28210 0.2389 1
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 10674 4504 4424 1626 10509 15.47245 0.3851 0 81 5048 1.6045959 0.09431 0 321 2299 13.962592 0.17970 0 711 2125 33.45882 0.2836 0 1032 4424 23.32731 0.31090 0 531 6816 7.790493 0.4251 0 301 10046 2.996217 0.1894 0 1613 15.11149 0.4553 0 2765 25.90407 0.7494 0 1124 7281 15.43744 0.5253 0 342 2912 11.744506 0.4019 0 52 9920 0.5241935 0.35230 0 2603 10674 24.38636 0.4160 0 4504 703 15.608348 0.7378 0 29 0.6438721 0.5037 0 37 4424 0.8363472 0.33420 0 207 4424 4.679023 0.4754 0 176 10674 1.6488664 0.7598 0 1.40481 0.17430 0 2.48420 0.4802 0 0.4160 0.4125 0 2.81090 0.63730 0 7.11591 0.3654 0
01001020801 01 001 020801 AL Alabama Autauga County 3 South Region 6 East South Central Division 3073 1217 1038 369 3073 12.00781 0.2797 0 14 1418 0.9873061 0.04316 0 165 914 18.052516 0.35940 0 68 124 54.83871 0.7683 0 233 1038 22.44701 0.28010 0 176 2105 8.361045 0.4548 0 198 3061 6.468474 0.4742 0 561 18.25578 0.6322 0 699 22.74650 0.5586 0 428 2362 18.12024 0.6644 0 104 924 11.255411 0.3803 0 0 2933 0.0000000 0.09479 0 351 3073 11.42206 0.2115 0 1217 0 0.000000 0.1079 0 183 15.0369762 0.8555 0 22 1038 2.1194605 0.54840 0 31 1038 2.986512 0.3293 0 0 3073 0.0000000 0.1831 0 1.53196 0.20970 0 2.33029 0.3861 0 0.2115 0.2097 0 2.02420 0.26300 0 6.09795 0.2129 0
01003010701 01 003 010701 AL Alabama Baldwin County 3 South Region 6 East South Central Division 8936 3573 3302 594 8905 6.67041 0.1117 0 107 4046 2.6445872 0.21880 0 184 2592 7.098765 0.02201 0 271 710 38.16901 0.3829 0 455 3302 13.77953 0.04411 0 229 6074 3.770168 0.1796 0 562 8870 6.335964 0.4647 0 1619 18.11773 0.6245 0 2015 22.54924 0.5459 0 998 6855 14.55872 0.4730 0 218 2307 9.449502 0.2987 0 25 8465 0.2953337 0.28130 0 2010 8936 22.49329 0.3898 0 3573 475 13.294151 0.7026 0 78 2.1830395 0.6226 0 0 3302 0.0000000 0.09796 0 245 3302 7.419746 0.6374 0 18 8936 0.2014324 0.4748 0 1.01891 0.08313 0 2.22340 0.3252 0 0.3898 0.3865 0 2.53536 0.50140 0 6.16747 0.2223 0

2010 Least Vulnerable - Theme 1

svi_2010_national %>% arrange((F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 0.3871 0 36 889 4.049494 0.1790 0 127 598 21.23746 0.20770 0 47 98 47.95918 0.5767 0 174 696 25.00000 0.18790 0 196 1242 15.780998 0.6093 0 186 1759 10.574190 0.3790 0 222 12.271973 0.4876 0 445 24.59923 0.5473 0 298 1335 22.32210 0.8454 0 27 545 4.954128 0.09275 0 36 1705 2.1114370 0.59040 0 385 1809 21.282477 0.4524 0 771 0 0.0000000 0.1224 0 92 11.9325551 0.8005 0 0 696 0.0000000 0.1238 0 50 696 7.183908 0.6134 0 0 1809 0 0.364 0 1.74230 0.28200 0 2.56345 0.5296 0 0.4524 0.4482 0 2.0241 0.2519 0 6.78225 0.3278 0
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 0.5954 0 68 834 8.153477 0.5754 0 49 439 11.16173 0.02067 0 105 291 36.08247 0.3019 0 154 730 21.09589 0.09312 0 339 1265 26.798419 0.8392 0 313 2012 15.556660 0.6000 0 204 10.099010 0.3419 0 597 29.55446 0.8192 0 359 1515 23.69637 0.8791 0 132 456 28.947368 0.83510 0 15 1890 0.7936508 0.40130 0 1243 2020 61.534653 0.7781 0 816 0 0.0000000 0.1224 0 34 4.1666667 0.6664 0 13 730 1.7808219 0.5406 0 115 730 15.753425 0.8382 0 0 2020 0 0.364 0 2.70312 0.56650 0 3.27660 0.8614 0 0.7781 0.7709 0 2.5316 0.5047 0 9.28942 0.6832 0
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 0.4443 0 93 1552 5.992268 0.3724 0 273 957 28.52665 0.45780 0 178 330 53.93939 0.7152 0 451 1287 35.04274 0.49930 0 346 2260 15.309734 0.5950 0 252 3102 8.123791 0.2596 0 487 13.745413 0.5868 0 998 28.16822 0.7606 0 371 2224 16.68165 0.6266 0 126 913 13.800657 0.46350 0 0 3365 0.0000000 0.09298 0 637 3543 17.979114 0.4049 0 1403 10 0.7127584 0.3015 0 2 0.1425517 0.4407 0 0 1287 0.0000000 0.1238 0 101 1287 7.847708 0.6443 0 0 3543 0 0.364 0 2.17060 0.41010 0 2.53048 0.5116 0 0.4049 0.4011 0 1.8743 0.1942 0 6.98028 0.3576 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 0.2177 0 101 2129 4.744011 0.2447 0 310 1549 20.01291 0.17080 0 89 290 30.68966 0.2044 0 399 1839 21.69657 0.10540 0 274 3280 8.353658 0.3205 0 399 4293 9.294200 0.3171 0 955 19.731405 0.8643 0 1195 24.69008 0.5530 0 625 3328 18.78005 0.7233 0 152 1374 11.062591 0.34710 0 10 4537 0.2204100 0.22560 0 297 4840 6.136364 0.1647 0 1957 33 1.6862545 0.3843 0 25 1.2774655 0.5516 0 14 1839 0.7612833 0.3564 0 19 1839 1.033170 0.1127 0 0 4840 0 0.364 0 1.20540 0.13470 0 2.71330 0.6129 0 0.1647 0.1632 0 1.7690 0.1591 0 5.85240 0.1954 0
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 0.2364 0 188 4937 3.807981 0.1577 0 426 2406 17.70574 0.11050 0 528 1335 39.55056 0.3753 0 954 3741 25.50120 0.20140 0 293 5983 4.897209 0.1655 0 740 10110 7.319486 0.2211 0 837 8.422218 0.2408 0 3012 30.30791 0.8455 0 759 7155 10.60797 0.2668 0 476 2529 18.821669 0.63540 0 78 9297 0.8389803 0.41110 0 1970 9938 19.822902 0.4330 0 3969 306 7.7097506 0.6153 0 0 0.0000000 0.2198 0 7 3741 0.1871157 0.2535 0 223 3741 5.960973 0.5483 0 0 9938 0 0.364 0 0.98210 0.08468 0 2.39960 0.4381 0 0.4330 0.4290 0 2.0009 0.2430 0 5.81560 0.1905 0
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 0.5199 0 134 1720 7.790698 0.5436 0 242 1032 23.44961 0.28010 0 62 276 22.46377 0.1035 0 304 1308 23.24159 0.14070 0 301 2151 13.993491 0.5510 0 355 3445 10.304790 0.3656 0 386 11.346267 0.4232 0 931 27.36626 0.7200 0 440 2439 18.04018 0.6912 0 143 924 15.476190 0.52900 0 4 3254 0.1229256 0.19840 0 723 3402 21.252205 0.4519 0 1456 18 1.2362637 0.3507 0 433 29.7390110 0.9468 1 16 1308 1.2232416 0.4493 0 28 1308 2.140673 0.2298 0 0 3402 0 0.364 0 2.12080 0.39510 0 2.56180 0.5288 0 0.4519 0.4477 0 2.3406 0.4048 1 7.47510 0.4314 1

2010 Least Vulnerable - Theme 2

svi_2010_national %>% arrange((F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 0.3871 0 36 889 4.049494 0.1790 0 127 598 21.23746 0.20770 0 47 98 47.95918 0.5767 0 174 696 25.00000 0.18790 0 196 1242 15.780998 0.6093 0 186 1759 10.574190 0.3790 0 222 12.271973 0.4876 0 445 24.59923 0.5473 0 298 1335 22.32210 0.8454 0 27 545 4.954128 0.09275 0 36 1705 2.1114370 0.59040 0 385 1809 21.282477 0.4524 0 771 0 0.0000000 0.1224 0 92 11.9325551 0.8005 0 0 696 0.0000000 0.1238 0 50 696 7.183908 0.6134 0 0 1809 0 0.364 0 1.74230 0.28200 0 2.56345 0.5296 0 0.4524 0.4482 0 2.0241 0.2519 0 6.78225 0.3278 0
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 0.5954 0 68 834 8.153477 0.5754 0 49 439 11.16173 0.02067 0 105 291 36.08247 0.3019 0 154 730 21.09589 0.09312 0 339 1265 26.798419 0.8392 0 313 2012 15.556660 0.6000 0 204 10.099010 0.3419 0 597 29.55446 0.8192 0 359 1515 23.69637 0.8791 0 132 456 28.947368 0.83510 0 15 1890 0.7936508 0.40130 0 1243 2020 61.534653 0.7781 0 816 0 0.0000000 0.1224 0 34 4.1666667 0.6664 0 13 730 1.7808219 0.5406 0 115 730 15.753425 0.8382 0 0 2020 0 0.364 0 2.70312 0.56650 0 3.27660 0.8614 0 0.7781 0.7709 0 2.5316 0.5047 0 9.28942 0.6832 0
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 0.4443 0 93 1552 5.992268 0.3724 0 273 957 28.52665 0.45780 0 178 330 53.93939 0.7152 0 451 1287 35.04274 0.49930 0 346 2260 15.309734 0.5950 0 252 3102 8.123791 0.2596 0 487 13.745413 0.5868 0 998 28.16822 0.7606 0 371 2224 16.68165 0.6266 0 126 913 13.800657 0.46350 0 0 3365 0.0000000 0.09298 0 637 3543 17.979114 0.4049 0 1403 10 0.7127584 0.3015 0 2 0.1425517 0.4407 0 0 1287 0.0000000 0.1238 0 101 1287 7.847708 0.6443 0 0 3543 0 0.364 0 2.17060 0.41010 0 2.53048 0.5116 0 0.4049 0.4011 0 1.8743 0.1942 0 6.98028 0.3576 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 0.2177 0 101 2129 4.744011 0.2447 0 310 1549 20.01291 0.17080 0 89 290 30.68966 0.2044 0 399 1839 21.69657 0.10540 0 274 3280 8.353658 0.3205 0 399 4293 9.294200 0.3171 0 955 19.731405 0.8643 0 1195 24.69008 0.5530 0 625 3328 18.78005 0.7233 0 152 1374 11.062591 0.34710 0 10 4537 0.2204100 0.22560 0 297 4840 6.136364 0.1647 0 1957 33 1.6862545 0.3843 0 25 1.2774655 0.5516 0 14 1839 0.7612833 0.3564 0 19 1839 1.033170 0.1127 0 0 4840 0 0.364 0 1.20540 0.13470 0 2.71330 0.6129 0 0.1647 0.1632 0 1.7690 0.1591 0 5.85240 0.1954 0
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 0.2364 0 188 4937 3.807981 0.1577 0 426 2406 17.70574 0.11050 0 528 1335 39.55056 0.3753 0 954 3741 25.50120 0.20140 0 293 5983 4.897209 0.1655 0 740 10110 7.319486 0.2211 0 837 8.422218 0.2408 0 3012 30.30791 0.8455 0 759 7155 10.60797 0.2668 0 476 2529 18.821669 0.63540 0 78 9297 0.8389803 0.41110 0 1970 9938 19.822902 0.4330 0 3969 306 7.7097506 0.6153 0 0 0.0000000 0.2198 0 7 3741 0.1871157 0.2535 0 223 3741 5.960973 0.5483 0 0 9938 0 0.364 0 0.98210 0.08468 0 2.39960 0.4381 0 0.4330 0.4290 0 2.0009 0.2430 0 5.81560 0.1905 0
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 0.5199 0 134 1720 7.790698 0.5436 0 242 1032 23.44961 0.28010 0 62 276 22.46377 0.1035 0 304 1308 23.24159 0.14070 0 301 2151 13.993491 0.5510 0 355 3445 10.304790 0.3656 0 386 11.346267 0.4232 0 931 27.36626 0.7200 0 440 2439 18.04018 0.6912 0 143 924 15.476190 0.52900 0 4 3254 0.1229256 0.19840 0 723 3402 21.252205 0.4519 0 1456 18 1.2362637 0.3507 0 433 29.7390110 0.9468 1 16 1308 1.2232416 0.4493 0 28 1308 2.140673 0.2298 0 0 3402 0 0.364 0 2.12080 0.39510 0 2.56180 0.5288 0 0.4519 0.4477 0 2.3406 0.4048 1 7.47510 0.4314 1

2010 Least Vulnerable - Theme 3

svi_2010_national %>% arrange((F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.41791 0.3871 0 36 889 4.049494 0.1790 0 127 598 21.23746 0.20770 0 47 98 47.95918 0.5767 0 174 696 25.00000 0.18790 0 196 1242 15.780998 0.6093 0 186 1759 10.574190 0.3790 0 222 12.271973 0.4876 0 445 24.59923 0.5473 0 298 1335 22.32210 0.8454 0 27 545 4.954128 0.09275 0 36 1705 2.1114370 0.59040 0 385 1809 21.282477 0.4524 0 771 0 0.0000000 0.1224 0 92 11.9325551 0.8005 0 0 696 0.0000000 0.1238 0 50 696 7.183908 0.6134 0 0 1809 0 0.364 0 1.74230 0.28200 0 2.56345 0.5296 0 0.4524 0.4482 0 2.0241 0.2519 0 6.78225 0.3278 0
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.84940 0.5954 0 68 834 8.153477 0.5754 0 49 439 11.16173 0.02067 0 105 291 36.08247 0.3019 0 154 730 21.09589 0.09312 0 339 1265 26.798419 0.8392 0 313 2012 15.556660 0.6000 0 204 10.099010 0.3419 0 597 29.55446 0.8192 0 359 1515 23.69637 0.8791 0 132 456 28.947368 0.83510 0 15 1890 0.7936508 0.40130 0 1243 2020 61.534653 0.7781 0 816 0 0.0000000 0.1224 0 34 4.1666667 0.6664 0 13 730 1.7808219 0.5406 0 115 730 15.753425 0.8382 0 0 2020 0 0.364 0 2.70312 0.56650 0 3.27660 0.8614 0 0.7781 0.7709 0 2.5316 0.5047 0 9.28942 0.6832 0
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.56779 0.4443 0 93 1552 5.992268 0.3724 0 273 957 28.52665 0.45780 0 178 330 53.93939 0.7152 0 451 1287 35.04274 0.49930 0 346 2260 15.309734 0.5950 0 252 3102 8.123791 0.2596 0 487 13.745413 0.5868 0 998 28.16822 0.7606 0 371 2224 16.68165 0.6266 0 126 913 13.800657 0.46350 0 0 3365 0.0000000 0.09298 0 637 3543 17.979114 0.4049 0 1403 10 0.7127584 0.3015 0 2 0.1425517 0.4407 0 0 1287 0.0000000 0.1238 0 101 1287 7.847708 0.6443 0 0 3543 0 0.364 0 2.17060 0.41010 0 2.53048 0.5116 0 0.4049 0.4011 0 1.8743 0.1942 0 6.98028 0.3576 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.35124 0.2177 0 101 2129 4.744011 0.2447 0 310 1549 20.01291 0.17080 0 89 290 30.68966 0.2044 0 399 1839 21.69657 0.10540 0 274 3280 8.353658 0.3205 0 399 4293 9.294200 0.3171 0 955 19.731405 0.8643 0 1195 24.69008 0.5530 0 625 3328 18.78005 0.7233 0 152 1374 11.062591 0.34710 0 10 4537 0.2204100 0.22560 0 297 4840 6.136364 0.1647 0 1957 33 1.6862545 0.3843 0 25 1.2774655 0.5516 0 14 1839 0.7612833 0.3564 0 19 1839 1.033170 0.1127 0 0 4840 0 0.364 0 1.20540 0.13470 0 2.71330 0.6129 0 0.1647 0.1632 0 1.7690 0.1591 0 5.85240 0.1954 0
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.02838 0.2364 0 188 4937 3.807981 0.1577 0 426 2406 17.70574 0.11050 0 528 1335 39.55056 0.3753 0 954 3741 25.50120 0.20140 0 293 5983 4.897209 0.1655 0 740 10110 7.319486 0.2211 0 837 8.422218 0.2408 0 3012 30.30791 0.8455 0 759 7155 10.60797 0.2668 0 476 2529 18.821669 0.63540 0 78 9297 0.8389803 0.41110 0 1970 9938 19.822902 0.4330 0 3969 306 7.7097506 0.6153 0 0 0.0000000 0.2198 0 7 3741 0.1871157 0.2535 0 223 3741 5.960973 0.5483 0 0 9938 0 0.364 0 0.98210 0.08468 0 2.39960 0.4381 0 0.4330 0.4290 0 2.0009 0.2430 0 5.81560 0.1905 0
01001020600 01 001 020600 AL Alabama Autauga County 3 South Region 6 East South Central Division 3402 1456 1308 735 3402 21.60494 0.5199 0 134 1720 7.790698 0.5436 0 242 1032 23.44961 0.28010 0 62 276 22.46377 0.1035 0 304 1308 23.24159 0.14070 0 301 2151 13.993491 0.5510 0 355 3445 10.304790 0.3656 0 386 11.346267 0.4232 0 931 27.36626 0.7200 0 440 2439 18.04018 0.6912 0 143 924 15.476190 0.52900 0 4 3254 0.1229256 0.19840 0 723 3402 21.252205 0.4519 0 1456 18 1.2362637 0.3507 0 433 29.7390110 0.9468 1 16 1308 1.2232416 0.4493 0 28 1308 2.140673 0.2298 0 0 3402 0 0.364 0 2.12080 0.39510 0 2.56180 0.5288 0 0.4519 0.4477 0 2.3406 0.4048 1 7.47510 0.4314 1

2010 Least Vulnerable - Theme 4

svi_2010_national %>% arrange((F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
01001020100 01 001 020100 AL Alabama Autauga County 3 South Region 6 East South Central Division 1809 771 696 297 1809 16.417910 0.38710 0 36 889 4.049494 0.1790 0 127 598 21.23746 0.20770 0 47 98 47.95918 0.5767 0 174 696 25.00000 0.18790 0 196 1242 15.780998 0.6093 0 186 1759 10.574190 0.3790 0 222 12.271973 0.4876 0 445 24.59923 0.5473 0 298 1335 22.32210 0.8454 0 27 545 4.954128 0.09275 0 36 1705 2.1114370 0.59040 0 385 1809 21.282477 0.4524 0 771 0 0.0000000 0.1224 0 92 11.9325551 0.8005 0 0 696 0.0000000 0.1238 0 50 696 7.183908 0.6134 0 0 1809 0 0.364 0 1.74230 0.28200 0 2.56345 0.5296 0 0.4524 0.4482 0 2.0241 0.2519 0 6.78225 0.3278 0
01001020200 01 001 020200 AL Alabama Autauga County 3 South Region 6 East South Central Division 2020 816 730 495 1992 24.849398 0.59540 0 68 834 8.153477 0.5754 0 49 439 11.16173 0.02067 0 105 291 36.08247 0.3019 0 154 730 21.09589 0.09312 0 339 1265 26.798419 0.8392 0 313 2012 15.556660 0.6000 0 204 10.099010 0.3419 0 597 29.55446 0.8192 0 359 1515 23.69637 0.8791 0 132 456 28.947368 0.83510 0 15 1890 0.7936508 0.40130 0 1243 2020 61.534653 0.7781 0 816 0 0.0000000 0.1224 0 34 4.1666667 0.6664 0 13 730 1.7808219 0.5406 0 115 730 15.753425 0.8382 0 0 2020 0 0.364 0 2.70312 0.56650 0 3.27660 0.8614 0 0.7781 0.7709 0 2.5316 0.5047 0 9.28942 0.6832 0
01001020300 01 001 020300 AL Alabama Autauga County 3 South Region 6 East South Central Division 3543 1403 1287 656 3533 18.567789 0.44430 0 93 1552 5.992268 0.3724 0 273 957 28.52665 0.45780 0 178 330 53.93939 0.7152 0 451 1287 35.04274 0.49930 0 346 2260 15.309734 0.5950 0 252 3102 8.123791 0.2596 0 487 13.745413 0.5868 0 998 28.16822 0.7606 0 371 2224 16.68165 0.6266 0 126 913 13.800657 0.46350 0 0 3365 0.0000000 0.09298 0 637 3543 17.979114 0.4049 0 1403 10 0.7127584 0.3015 0 2 0.1425517 0.4407 0 0 1287 0.0000000 0.1238 0 101 1287 7.847708 0.6443 0 0 3543 0 0.364 0 2.17060 0.41010 0 2.53048 0.5116 0 0.4049 0.4011 0 1.8743 0.1942 0 6.98028 0.3576 0
01001020400 01 001 020400 AL Alabama Autauga County 3 South Region 6 East South Central Division 4840 1957 1839 501 4840 10.351240 0.21770 0 101 2129 4.744011 0.2447 0 310 1549 20.01291 0.17080 0 89 290 30.68966 0.2044 0 399 1839 21.69657 0.10540 0 274 3280 8.353658 0.3205 0 399 4293 9.294200 0.3171 0 955 19.731405 0.8643 0 1195 24.69008 0.5530 0 625 3328 18.78005 0.7233 0 152 1374 11.062591 0.34710 0 10 4537 0.2204100 0.22560 0 297 4840 6.136364 0.1647 0 1957 33 1.6862545 0.3843 0 25 1.2774655 0.5516 0 14 1839 0.7612833 0.3564 0 19 1839 1.033170 0.1127 0 0 4840 0 0.364 0 1.20540 0.13470 0 2.71330 0.6129 0 0.1647 0.1632 0 1.7690 0.1591 0 5.85240 0.1954 0
01001020500 01 001 020500 AL Alabama Autauga County 3 South Region 6 East South Central Division 9938 3969 3741 1096 9938 11.028376 0.23640 0 188 4937 3.807981 0.1577 0 426 2406 17.70574 0.11050 0 528 1335 39.55056 0.3753 0 954 3741 25.50120 0.20140 0 293 5983 4.897209 0.1655 0 740 10110 7.319486 0.2211 0 837 8.422218 0.2408 0 3012 30.30791 0.8455 0 759 7155 10.60797 0.2668 0 476 2529 18.821669 0.63540 0 78 9297 0.8389803 0.41110 0 1970 9938 19.822902 0.4330 0 3969 306 7.7097506 0.6153 0 0 0.0000000 0.2198 0 7 3741 0.1871157 0.2535 0 223 3741 5.960973 0.5483 0 0 9938 0 0.364 0 0.98210 0.08468 0 2.39960 0.4381 0 0.4330 0.4290 0 2.0009 0.2430 0 5.81560 0.1905 0
01003010701 01 003 010701 AL Alabama Baldwin County 3 South Region 6 East South Central Division 8949 4074 3544 487 8949 5.441949 0.08227 0 190 4306 4.412448 0.2129 0 644 3100 20.77419 0.19340 0 316 444 71.17117 0.9473 1 960 3544 27.08804 0.24810 0 354 6418 5.515737 0.1927 0 872 7962 10.952022 0.3974 0 1510 16.873394 0.7631 0 2023 22.60588 0.4092 0 825 6103 13.51794 0.4460 0 98 2646 3.703704 0.05902 0 0 8609 0.0000000 0.09298 0 592 8949 6.615264 0.1780 0 4074 265 6.5046637 0.5843 0 114 2.7982327 0.6275 0 0 3544 0.0000000 0.1238 0 91 3544 2.567720 0.2747 0 0 8949 0 0.364 0 1.13337 0.11770 0 1.77030 0.1297 0 0.1780 0.1763 0 1.9743 0.2329 0 5.05597 0.1041 0

Question 4

Load data

svi_2010_divisional <- svi_theme_variables(svi_2010_divisional)
svi_2020_divisional <- svi_theme_variables(svi_2020_divisional)

svi_2010_divisional <- svi_theme_flags(svi_2010_divisional, .90)
svi_2020_divisional <- svi_theme_flags(svi_2020_divisional, .90)

2020-2010 Most Vulnerable Themes 1-4

2020 Most Vulnerable - Theme 1

svi_2020_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12011041500 12 011 041500 FL Florida Broward County 3 South Region 5 South Atlantic Division 4184 1650 1439 2134 4170 51.17506 0.9544 1 290 1602 18.10237 0.9800 1 30 110 27.27273 0.7453 0 787 1329 59.21746 0.8186 0 817 1439 56.77554 0.9746 1 743 2680 27.72388 0.9507 1 839 4184 20.05258 0.9030 1 666 15.917782 0.47280 0 1307 31.23805 0.9493 1 580 2877.000 20.159889 0.72720 0 356 810.000 43.95062 0.9639 1 109 3731 2.921469 0.7070 0 3935 4184.000 94.04876 0.9466 1 1650 561 34.000000 0.8723 0 20 1.212121 0.4802 0 140 1439 9.728979 0.9654 1 370 1439.000 25.712300 0.9526 1 0 4184 0.0000000 0.2111 0 4.7627 0.9830 5 3.82020 0.9740 2 0.9466 0.9351 1 3.4816 0.8957 2 13.01110 0.9820 10
12011041600 12 011 041600 FL Florida Broward County 3 South Region 5 South Atlantic Division 7529 2563 2346 3251 7489 43.41034 0.9038 1 431 3929 10.96971 0.9001 1 113 367 30.79019 0.8367 0 1344 1979 67.91309 0.9298 1 1457 2346 62.10571 0.9892 1 1278 4055 31.51665 0.9736 1 1496 7523 19.88568 0.9004 1 504 6.694116 0.06575 0 2281 30.29619 0.9326 1 908 5242.477 17.320057 0.59150 0 684 1399.822 48.86337 0.9778 1 311 7117 4.369819 0.7870 0 6898 7528.588 91.62409 0.9289 1 2563 872 34.022630 0.8724 0 0 0.000000 0.1800 0 119 2346 5.072464 0.8543 0 368 2345.627 15.688772 0.8821 0 135 7529 1.7930668 0.7973 0 4.6671 0.9788 5 3.35465 0.9042 2 0.9289 0.9176 1 3.5861 0.9201 0 12.53675 0.9741 8
12011100501 12 011 100501 FL Florida Broward County 3 South Region 5 South Atlantic Division 1226 560 477 727 1226 59.29853 0.9801 1 65 584 11.13014 0.9049 1 146 274 53.28467 0.9920 1 126 203 62.06897 0.8638 0 272 477 57.02306 0.9760 1 194 793 24.46406 0.9198 1 393 1226 32.05546 0.9898 1 196 15.986949 0.47780 0 331 26.99837 0.8384 0 84 895.000 9.385475 0.17080 0 44 279.000 15.77061 0.5483 0 266 1168 22.773973 0.9782 1 912 1226.000 74.38825 0.8309 0 560 124 22.142857 0.7919 0 386 68.928571 0.9968 1 54 477 11.320755 0.9774 1 46 477.000 9.643606 0.7557 0 0 1226 0.0000000 0.2111 0 4.7706 0.9831 5 3.01350 0.7795 1 0.8309 0.8208 0 3.7329 0.9469 2 12.34790 0.9694 8
12086000503 12 086 000503 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 6987 2525 2287 4428 6985 63.39299 0.9872 1 361 2893 12.47840 0.9321 1 160 575 27.82609 0.7590 0 965 1712 56.36682 0.7689 0 1125 2287 49.19108 0.9240 1 1174 4332 27.10065 0.9450 1 1574 6987 22.52755 0.9405 1 466 6.669529 0.06479 0 1887 27.00730 0.8390 0 766 5100.000 15.019608 0.46950 0 726 1631.000 44.51257 0.9653 1 712 6492 10.967344 0.9218 1 6534 6987.000 93.51653 0.9419 1 2525 1198 47.445545 0.9282 1 0 0.000000 0.1800 0 114 2287 4.984696 0.8504 0 596 2287.000 26.060341 0.9540 1 12 6987 0.1717475 0.5247 0 4.7288 0.9817 5 3.26039 0.8765 2 0.9419 0.9304 1 3.4373 0.8825 2 12.36839 0.9701 10
12086001702 12 086 001702 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 3896 1455 1339 1973 3896 50.64168 0.9524 1 285 2006 14.20738 0.9552 1 80 328 24.39024 0.6436 0 694 1011 68.64491 0.9358 1 774 1339 57.80433 0.9788 1 633 2414 26.22204 0.9373 1 1397 3896 35.85729 0.9951 1 404 10.369610 0.18000 0 1163 29.85113 0.9249 1 163 2733.000 5.964142 0.04682 0 500 830.000 60.24096 0.9943 1 626 3635 17.221458 0.9622 1 3815 3896.000 97.92094 0.9813 1 1455 654 44.948454 0.9193 1 43 2.955326 0.5773 0 80 1339 5.974608 0.8914 0 341 1339.000 25.466766 0.9516 1 45 3896 1.1550308 0.7454 0 4.8188 0.9839 5 3.10822 0.8214 3 0.9813 0.9694 1 4.0850 0.9788 2 12.99332 0.9818 11
12086002501 12 086 002501 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 6194 1947 1822 2943 6153 47.83033 0.9377 1 333 3010 11.06312 0.9029 1 111 546 20.32967 0.4630 0 845 1276 66.22257 0.9127 1 956 1822 52.46981 0.9502 1 2070 4269 48.48911 0.9980 1 1823 6194 29.43171 0.9820 1 799 12.899580 0.30770 0 1412 22.79625 0.6106 0 610 4782.000 12.756169 0.34180 0 298 1427.000 20.88297 0.7002 0 2041 5779 35.317529 0.9932 1 5900 6194.000 95.25347 0.9567 1 1947 143 7.344633 0.5857 0 0 0.000000 0.1800 0 143 1822 7.848518 0.9380 1 247 1822.000 13.556531 0.8518 0 20 6194 0.3228931 0.6024 0 4.7708 0.9832 5 2.95350 0.7497 1 0.9567 0.9451 1 3.1579 0.7870 1 11.83890 0.9486 8

2020 Most Vulnerable - Theme 2

svi_2020_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12057003300 12 057 003300 FL Florida Hillsborough County 3 South Region 5 South Atlantic Division 2076 1105 939 1223 2076 58.91137 0.9794 1 61 645 9.457364 0.8515 0 69 261 26.436782 0.71950 0 494 678 72.86136 0.96230 1 563 939 59.95740 0.9848 1 240 1309 18.33461 0.8060 0 180 2076 8.670520 0.4526 0 375 18.063584 0.58060 0 638 30.73218 0.9405 1 389 1438 27.05146 0.9211 1 197 520 37.88462 0.9347 1 263 1839 14.301251 0.9476 1 1810 2076 87.18690 0.9014 1 1105 21 1.9004525 0.4082 0 0 0.000000 0.1800 0 39 939 4.153355 0.8026 0 286 939 30.457934 0.9683 1 6 2076 0.2890173 0.5889 0 4.0743 0.9120 2 4.32450 0.9846 4 0.9014 0.8904 1 2.9480 0.6991 1 12.24820 0.9664 8
12057004100 12 057 004100 FL Florida Hillsborough County 3 South Region 5 South Atlantic Division 1550 764 700 835 1545 54.04531 0.9651 1 33 511 6.457926 0.6763 0 5 85 5.882353 0.01187 0 344 615 55.93496 0.76080 0 349 700 49.85714 0.9281 1 224 922 24.29501 0.9179 1 103 1550 6.645161 0.3277 0 321 20.709677 0.70080 0 499 32.19355 0.9618 1 329 1051 31.30352 0.9689 1 104 259 40.15444 0.9485 1 124 1298 9.553159 0.9078 1 1266 1550 81.67742 0.8712 0 764 436 57.0680628 0.9507 1 0 0.000000 0.1800 0 28 700 4.000000 0.7918 0 252 700 36.000000 0.9794 1 36 1550 2.3225806 0.8277 0 3.8151 0.8638 3 4.48780 0.9850 4 0.8712 0.8606 0 3.7296 0.9463 2 12.90370 0.9806 9
12086011300 12 086 011300 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 9939 2869 2631 6970 9827 70.92704 0.9943 1 366 3535 10.353607 0.8824 0 62 468 13.247863 0.14080 0 1691 2163 78.17846 0.98330 1 1753 2631 66.62866 0.9956 1 2908 5711 50.91928 0.9985 1 3231 9937 32.514843 0.9908 1 755 7.596338 0.08650 0 3320 33.40376 0.9735 1 2060 6619 31.12253 0.9674 1 1123 1885 59.57560 0.9939 1 2020 8617 23.442033 0.9795 1 9594 9939 96.52883 0.9674 1 2869 572 19.9372604 0.7700 0 67 2.335309 0.5522 0 459 2631 17.445838 0.9950 1 693 2631 26.339795 0.9552 1 27 9939 0.2716571 0.5820 0 4.8616 0.9847 4 4.00080 0.9812 4 0.9674 0.9556 1 3.8544 0.9636 2 13.68420 0.9845 11
13013180203 13 013 180203 GA Georgia Barrow County 3 South Region 5 South Atlantic Division 3687 1420 1265 1405 3641 38.58830 0.8539 0 120 1713 7.005254 0.7183 0 150 717 20.920502 0.48970 0 280 548 51.09489 0.65400 0 430 1265 33.99209 0.6616 0 399 2280 17.50000 0.7849 0 646 3687 17.521020 0.8495 0 293 7.946840 0.09552 0 1192 32.32981 0.9634 1 706 2495 28.29659 0.9408 1 320 865 36.99422 0.9286 1 350 3243 10.792476 0.9199 1 2624 3687 71.16897 0.8110 0 1420 9 0.6338028 0.3131 0 201 14.154930 0.7579 0 42 1265 3.320158 0.7392 0 68 1265 5.375494 0.5506 0 6 3687 0.1627339 0.5189 0 3.8682 0.8757 0 3.84822 0.9753 4 0.8110 0.8011 0 2.8797 0.6661 0 11.40712 0.9203 4
24510260401 24 510 260401 MD Maryland Baltimore city 3 South Region 5 South Atlantic Division 3290 1236 1111 967 3290 29.39210 0.7067 0 24 1338 1.793722 0.1150 0 119 639 18.622848 0.38050 0 80 472 16.94915 0.05907 0 199 1111 17.91179 0.1236 0 747 2122 35.20264 0.9854 1 281 3290 8.541033 0.4447 0 410 12.462006 0.28250 0 1111 33.76900 0.9772 1 601 2179 27.58146 0.9305 1 266 703 37.83784 0.9343 1 417 2706 15.410200 0.9541 1 1999 3290 60.75988 0.7430 0 1236 0 0.0000000 0.1260 0 27 2.184466 0.5451 0 86 1111 7.740774 0.9366 1 170 1111 15.301530 0.8770 0 0 3290 0.0000000 0.2111 0 2.3754 0.4535 1 4.07860 0.9829 4 0.7430 0.7339 0 2.6958 0.5764 1 9.89280 0.7679 6
37105030300 37 105 030300 NC North Carolina Lee County 3 South Region 5 South Atlantic Division 3231 1167 869 1466 2754 53.23166 0.9624 1 143 1181 12.108383 0.9250 1 100 329 30.395137 0.82820 0 359 540 66.48148 0.91490 1 459 869 52.81933 0.9523 1 604 1836 32.89760 0.9777 1 747 2773 26.938334 0.9712 1 269 8.325596 0.10640 0 1034 32.00248 0.9592 1 466 1739 26.79701 0.9166 1 230 526 43.72624 0.9635 1 432 2843 15.195216 0.9530 1 2918 3231 90.31260 0.9202 1 1167 102 8.7403599 0.6163 0 0 0.000000 0.1800 0 29 869 3.337169 0.7410 0 191 869 21.979287 0.9358 1 473 3231 14.6394305 0.9570 1 4.7886 0.9834 5 3.89870 0.9783 4 0.9202 0.9090 1 3.4301 0.8806 2 13.03760 0.9823 12

2020 Most Vulnerable - Theme 3

svi_2020_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10003000300 10 003 000300 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 3007 1284 1128 1583 3007 52.64383 0.9606 1 161 1361 11.829537 0.9209 1 148 530 27.92453 0.7618 0 344 598 57.52508 0.7896 0 492 1128 43.61702 0.8603 0 131 1748 7.494279 0.3777 0 124 3007 4.123711 0.17240 0 295 9.810442 0.15650 0 1100 36.58131 0.9898 1 235 1907.119 12.32225 0.3170 0 322 661.0322 48.71170 0.9775 1 0 2558 0.0000000 0.09987 0 2720 3007.213 90.44920 0.9211 1 1284 35 2.725857 0.4515 0 0 0 0.18 0 21 1128 1.8617021 0.5746 0 237 1128.071 21.00932 0.9308 1 5 3007 0.1662787 0.5209 0 3.29190 0.7354 2 2.54067 0.51300 2 0.9211 0.9099 1 2.6578 0.5578 1 9.41147 0.7099 6
10003000500 10 003 000500 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 3892 1516 1307 1080 3892 27.74923 0.6724 0 147 2191 6.709265 0.6959 0 185 637 29.04239 0.7945 0 204 670 30.44776 0.2083 0 389 1307 29.76282 0.5329 0 276 2959 9.327476 0.4725 0 448 3892 11.510791 0.62050 0 289 7.425488 0.08096 0 534 13.72045 0.1451 0 444 3358.000 13.22216 0.3669 0 182 938.0000 19.40299 0.6601 0 22 3775 0.5827815 0.36940 0 3656 3892.000 93.93628 0.9453 1 1516 43 2.836412 0.4554 0 0 0 0.18 0 0 1307 0.0000000 0.1168 0 154 1307.000 11.78271 0.8150 0 23 3892 0.5909558 0.6719 0 2.99420 0.6480 0 1.62246 0.07398 0 0.9453 0.9338 1 2.2391 0.3525 0 7.80106 0.4678 1
10003000601 10 003 000601 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 3321 991 942 1314 3112 42.22365 0.8943 0 313 1372 22.813411 0.9925 1 102 463 22.03024 0.5414 0 255 479 53.23591 0.7033 0 357 942 37.89809 0.7561 0 165 1827 9.031199 0.4577 0 66 3162 2.087286 0.06345 0 355 10.689551 0.19540 0 1047 31.52665 0.9535 1 257 2114.257 12.15557 0.3076 0 222 624.0000 35.57692 0.9188 1 1 2968 0.0336927 0.20400 0 3225 3320.603 97.12093 0.9740 1 991 40 4.036327 0.4964 0 0 0 0.18 0 42 942 4.4585987 0.8225 0 265 942.000 28.13163 0.9621 1 206 3321 6.2029509 0.9198 1 3.16405 0.6993 1 2.57930 0.53710 2 0.9740 0.9621 1 3.3808 0.8666 2 10.09815 0.7930 6
10003000602 10 003 000602 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 2724 1364 1131 1265 2697 46.90397 0.9325 1 352 1192 29.530201 0.9978 1 98 356 27.52809 0.7518 0 340 775 43.87097 0.4834 0 438 1131 38.72679 0.7740 0 242 1973 12.265585 0.6054 0 220 2724 8.076358 0.41510 0 322 11.820852 0.24980 0 609 22.35683 0.5802 0 462 2115.000 21.84397 0.7930 0 232 525.0000 44.19048 0.9646 1 27 2629 1.0270065 0.47510 0 2493 2724.000 91.51982 0.9284 1 1364 459 33.651026 0.8703 0 0 0 0.18 0 20 1131 1.7683466 0.5592 0 320 1131.000 28.29355 0.9626 1 0 2724 0.0000000 0.2111 0 3.72480 0.8443 2 3.06270 0.80260 1 0.9284 0.9171 1 2.7832 0.6160 1 10.49910 0.8376 5
10003000900 10 003 000900 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 2446 1153 901 1191 2438 48.85152 0.9430 1 78 902 8.647450 0.8166 0 80 309 25.88997 0.6989 0 319 592 53.88514 0.7179 0 399 901 44.28413 0.8697 0 158 1305 12.107280 0.5983 0 104 2435 4.271047 0.18110 0 218 8.912510 0.12600 0 857 35.03679 0.9842 1 335 1578.000 21.22940 0.7700 0 278 544.0000 51.10294 0.9832 1 33 2276 1.4499121 0.54780 0 2399 2446.000 98.07850 0.9826 1 1153 73 6.331310 0.5621 0 0 0 0.18 0 6 901 0.6659267 0.3406 0 303 901.000 33.62930 0.9748 1 0 2446 0.0000000 0.2111 0 3.40870 0.7682 1 3.41120 0.91760 2 0.9826 0.9706 1 2.2686 0.3676 1 10.07110 0.7896 5
10003002100 10 003 002100 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 1748 1006 836 1123 1748 64.24485 0.9882 1 81 725 11.172414 0.9062 1 41 118 34.74576 0.9010 1 280 718 38.99721 0.3724 0 321 836 38.39713 0.7661 0 228 1080 21.111111 0.8681 0 137 1748 7.837529 0.40000 0 184 10.526316 0.18650 0 504 28.83295 0.8998 0 309 1244.000 24.83923 0.8782 0 157 312.0000 50.32051 0.9818 1 40 1540 2.5974026 0.68050 0 1565 1748.000 89.53089 0.9159 1 1006 304 30.218688 0.8509 0 0 0 0.18 0 17 836 2.0334928 0.5992 0 431 836.000 51.55502 0.9947 1 18 1748 1.0297483 0.7332 0 3.92860 0.8883 2 3.62680 0.95710 1 0.9159 0.9047 1 3.3580 0.8595 1 11.82930 0.9481 5

2020 Most Vulnerable - Theme 4

svi_2020_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
11001004702 11 001 004702 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 3727 2143 2046 332 3491 9.510169 0.1824 0 108 2874 3.757829 0.3726 0 67 284 23.59155 0.609900 0 812 1762 46.08400 0.5368 0 879 2046 42.96188 0.8504 0 284 3340 8.502994 0.4302 0 179 3475 5.151079 0.2345 0 338 9.068956 0.13080 0 209 5.607727 0.03309 0 302 3265.881 9.247122 0.1646 0 59 453.9992 12.99562 0.4403 0 15 3588 0.4180602 0.32450 0 1524 3726.833 40.89263 0.5548 0 2143 2067 96.45357 0.9970 1 0 0.000000 0.1800 0 373 2046 18.230694 0.9960 1 898 2045.996 43.89061 0.9891 1 358 3727 9.605581 0.9416 1 2.0701 0.3597 0 1.09329 0.01788 0 0.5548 0.5480 0 4.1037 0.9803 4 7.82189 0.4718 4
11001009501 11 001 009501 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 7428 1777 1650 1856 5370 34.562384 0.7958 0 220 3185 6.907378 0.7101 0 68 367 18.52861 0.374800 0 672 1283 52.37724 0.6837 0 740 1650 44.84848 0.8771 0 606 3357 18.051832 0.7993 0 626 7383 8.478938 0.4411 0 544 7.323640 0.07793 0 1732 23.317178 0.64500 0 440 3660.000 12.021858 0.3004 0 350 890.0000 39.32584 0.9440 1 585 6691 8.7430877 0.89550 0 5720 7428.000 77.00592 0.8467 0 1777 924 51.99775 0.9416 1 0 0.000000 0.1800 0 234 1650 14.181818 0.9887 1 596 1650.000 36.12121 0.9798 1 2182 7428 29.375337 0.9791 1 3.6234 0.8207 0 2.86283 0.70270 1 0.8467 0.8364 0 4.0692 0.9779 4 11.40213 0.9200 5
11001010900 11 001 010900 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 3400 1237 1146 1527 3400 44.911765 0.9165 1 172 1629 10.558625 0.8884 0 25 69 36.23188 0.918000 1 573 1077 53.20334 0.7024 0 598 1146 52.18150 0.9481 1 196 1895 10.343008 0.5180 0 179 3400 5.264706 0.2418 0 267 7.852941 0.09345 0 900 26.470588 0.81640 0 589 2500.000 23.560000 0.8462 0 238 562.0000 42.34875 0.9586 1 0 2904 0.0000000 0.09987 0 3347 3400.000 98.44118 0.9869 1 1237 509 41.14794 0.9056 1 0 0.000000 0.1800 0 108 1146 9.424084 0.9622 1 577 1146.000 50.34904 0.9940 1 349 3400 10.264706 0.9443 1 3.5128 0.7933 2 2.81452 0.67550 1 0.9869 0.9749 1 3.9861 0.9736 4 11.30032 0.9122 8
12001000806 12 001 000806 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2815 1491 1135 1408 2595 54.258189 0.9655 1 70 1329 5.267118 0.5588 0 35 132 26.51515 0.721900 0 663 1003 66.10169 0.9111 1 698 1135 61.49780 0.9880 1 45 1358 3.313697 0.1393 0 138 2690 5.130111 0.2335 0 227 8.063943 0.09825 0 261 9.271758 0.06456 0 197 2318.000 8.498706 0.1331 0 38 360.0000 10.55556 0.3408 0 173 2696 6.4169139 0.85140 0 1200 2815.000 42.62877 0.5746 0 1491 1026 68.81288 0.9698 1 0 0.000000 0.1800 0 80 1135 7.048458 0.9227 1 252 1135.000 22.20264 0.9375 1 220 2815 7.815275 0.9321 1 2.8851 0.6144 2 1.48811 0.04947 0 0.5746 0.5676 0 3.9421 0.9706 4 8.88991 0.6394 6
12011030801 12 011 030801 FL Florida Broward County 3 South Region 5 South Atlantic Division 8840 3139 2903 4278 8542 50.081948 0.9494 1 276 3922 7.037226 0.7209 0 98 517 18.95551 0.396900 0 1622 2386 67.97988 0.9303 1 1720 2903 59.24905 0.9829 1 2327 6153 37.818950 0.9907 1 3259 8579 37.988110 0.9966 1 1536 17.375566 0.54520 0 1953 22.092760 0.56290 0 1040 6638.000 15.667370 0.5040 0 659 1658.0000 39.74668 0.9464 1 2333 8265 28.2274652 0.98630 1 7074 8840.000 80.02262 0.8637 0 3139 1368 43.58076 0.9138 1 258 8.219178 0.6833 0 199 2903 6.854978 0.9177 1 589 2903.000 20.28936 0.9255 1 505 8840 5.712670 0.9145 1 4.6405 0.9771 4 3.54480 0.94460 2 0.8637 0.8532 0 4.3548 0.9850 4 13.40380 0.9840 10
12031001000 12 031 001000 FL Florida Duval County 3 South Region 5 South Atlantic Division 4106 951 767 1052 1462 71.956224 0.9947 1 19 368 5.163043 0.5476 0 0 56 0.00000 0.002567 0 241 711 33.89592 0.2674 0 241 767 31.42112 0.5850 0 1135 3432 33.071096 0.9783 1 311 1475 21.084746 0.9198 1 817 19.897711 0.66700 0 82 1.997077 0.01344 0 766 1418.000 54.019746 0.9995 1 31 160.0000 19.37500 0.6592 0 65 4087 1.5904086 0.56890 0 2784 4106.000 67.80321 0.7907 0 951 740 77.81283 0.9791 1 0 0.000000 0.1800 0 53 767 6.910039 0.9194 1 419 767.000 54.62842 0.9963 1 2973 4106 72.406235 0.9932 1 4.0254 0.9044 3 2.90804 0.72650 1 0.7907 0.7810 0 4.0680 0.9777 4 11.79214 0.9456 8

2010 Most Vulnerable - Theme 1

svi_2010_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12011040901 12 011 040901 FL Florida Broward County 3 South Region 5 South Atlantic Division 4563 1598 1410 2510 4508 55.67879 0.9589 1 299 1822 16.41054 0.9170 1 257 604 42.54967 0.82940 0 616 806 76.42680 0.9654 1 873 1410 61.91489 0.9767 1 1179 2605 45.25912 0.9889 1 1542 4870 31.66324 0.9287 1 533 11.680912 0.43750 0 1440 31.55819 0.9230 1 723 3447 20.97476 0.7774 0 270 882 30.61224 0.8539 0 543 4081 13.305562 0.9335 1 4412 4563 96.69077 0.9617 1 1598 251 15.707134 0.7417 0 0 0.000000 0.1809 0 133 1410 9.432624 0.9696 1 231 1410 16.38298 0.8804 0 0 4563 0.000000 0.3814 0 4.7702 0.9810 5 3.92530 0.9767 2 0.9617 0.9490 1 3.1540 0.7986 1 12.81120 0.9767 9
12011041400 12 011 041400 FL Florida Broward County 3 South Region 5 South Atlantic Division 3570 1274 1092 2254 3347 67.34389 0.9862 1 282 1237 22.79709 0.9771 1 125 337 37.09199 0.71210 0 555 755 73.50993 0.9524 1 680 1092 62.27106 0.9781 1 551 1673 32.93485 0.9346 1 1042 3226 32.30006 0.9342 1 305 8.543417 0.24550 0 1520 42.57703 0.9967 1 355 2131 16.65885 0.5899 0 466 771 60.44099 0.9904 1 62 3180 1.949685 0.5953 0 3492 3570 97.81513 0.9715 1 1274 119 9.340659 0.6474 0 0 0.000000 0.1809 0 121 1092 11.080586 0.9810 1 229 1092 20.97070 0.9217 1 223 3570 6.246499 0.9071 1 4.8102 0.9825 5 3.41780 0.9101 2 0.9715 0.9587 1 3.6381 0.9389 3 12.83760 0.9775 11
12011041700 12 011 041700 FL Florida Broward County 3 South Region 5 South Atlantic Division 4138 1663 1379 2657 3997 66.47486 0.9850 1 473 2101 22.51309 0.9756 1 118 220 53.63636 0.95320 1 926 1159 79.89646 0.9764 1 1044 1379 75.70703 0.9981 1 752 2417 31.11295 0.9157 1 1901 3777 50.33095 0.9953 1 128 3.093282 0.03386 0 1207 29.16868 0.8463 0 586 2645 22.15501 0.8195 0 376 703 53.48506 0.9794 1 563 3789 14.858802 0.9435 1 3366 4138 81.34364 0.8847 0 1663 134 8.057727 0.6240 0 0 0.000000 0.1809 0 215 1379 15.591008 0.9945 1 358 1379 25.96084 0.9474 1 634 4138 15.321411 0.9542 1 4.8697 0.9837 5 3.62256 0.9483 2 0.8847 0.8730 0 3.7010 0.9487 3 13.07796 0.9803 10
12021011205 12 021 011205 FL Florida Collier County 3 South Region 5 South Atlantic Division 2524 959 600 2130 2509 84.89438 0.9977 1 123 701 17.54636 0.9332 1 6 42 14.28571 0.04387 0 359 558 64.33692 0.8716 0 365 600 60.83333 0.9721 1 1033 1307 79.03596 0.9999 1 998 2448 40.76797 0.9791 1 263 10.419968 0.35670 0 967 38.31220 0.9905 1 258 1478 17.45602 0.6301 0 136 412 33.00971 0.8793 0 818 2168 37.730627 0.9922 1 2507 2524 99.32647 0.9894 1 959 97 10.114703 0.6614 0 29 3.023983 0.5556 0 130 600 21.666667 0.9984 1 97 600 16.16667 0.8774 0 0 2524 0.000000 0.3814 0 4.8820 0.9839 5 3.84880 0.9727 2 0.9894 0.9763 1 3.4742 0.9053 1 13.19440 0.9814 9
12021011301 12 021 011301 FL Florida Collier County 3 South Region 5 South Atlantic Division 4338 1643 1072 2347 4313 54.41688 0.9540 1 300 1782 16.83502 0.9250 1 256 567 45.14991 0.87220 0 352 505 69.70297 0.9246 1 608 1072 56.71642 0.9461 1 1430 2373 60.26127 0.9986 1 2651 6481 40.90418 0.9797 1 190 4.379899 0.06070 0 1578 36.37621 0.9817 1 637 4217 15.10553 0.5061 0 161 794 20.27708 0.6643 0 840 3956 21.233569 0.9703 1 4322 4338 99.63117 0.9928 1 1643 185 11.259890 0.6802 0 724 44.065733 0.9607 1 221 1072 20.615672 0.9981 1 53 1072 4.94403 0.5045 0 0 4338 0.000000 0.3814 0 4.8034 0.9823 5 3.18310 0.8405 2 0.9928 0.9797 1 3.5249 0.9157 2 12.50420 0.9694 10
12033002000 12 033 002000 FL Florida Escambia County 3 South Region 5 South Atlantic Division 2544 1139 933 1670 2544 65.64465 0.9840 1 340 902 37.69401 0.9983 1 111 298 37.24832 0.71560 0 495 635 77.95276 0.9704 1 606 933 64.95177 0.9864 1 515 1592 32.34925 0.9292 1 725 2369 30.60363 0.9185 1 341 13.404088 0.54910 0 803 31.56447 0.9233 1 418 1824 22.91667 0.8406 0 192 533 36.02251 0.9072 1 0 2341 0.000000 0.1022 0 1507 2544 59.23742 0.7702 0 1139 75 6.584723 0.5946 0 270 23.705004 0.8312 0 62 933 6.645230 0.9298 1 256 933 27.43837 0.9541 1 0 2544 0.000000 0.3814 0 4.8164 0.9826 5 3.32240 0.8837 2 0.7702 0.7600 0 3.6911 0.9473 2 12.60010 0.9723 9

2010 Most Vulnerable - Theme 2

svi_2010_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12011030402 12 011 030402 FL Florida Broward County 3 South Region 5 South Atlantic Division 3615 1588 1268 1995 3517 56.72448 0.9621 1 201 1596 12.593985 0.8160 0 87 216 40.27778 0.78530 0 726 1052 69.01141 0.9187 1 813 1268 64.11672 0.9847 1 785 2052 38.25536 0.9698 1 1561 3651 42.755409 0.9851 1 308 8.520055 0.2438 0 1210 33.47165 0.9579 1 629 2283 27.55147 0.9356 1 387 737 52.51018 0.9778 1 366 3397 10.7742125 0.9102 1 3486 3615 96.43154 0.9602 1 1588 534 33.627204 0.8801 0 0 0.0000000 0.1809 0 118 1268 9.305994 0.9683 1 345 1268 27.20820 0.9529 1 0 3615 0.000000 0.3814 0 4.7177 0.9788 4 4.0253 0.9799 4 0.9602 0.9475 1 3.3636 0.8719 2 13.0668 0.9802 11
12057012900 12 057 012900 FL Florida Hillsborough County 3 South Region 5 South Atlantic Division 2972 1159 944 1371 2972 46.13055 0.9094 1 119 1168 10.188356 0.6949 0 248 592 41.89189 0.81710 0 185 352 52.55682 0.6579 0 433 944 45.86864 0.7914 0 644 1609 40.02486 0.9757 1 543 2585 21.005803 0.7276 0 386 12.987887 0.5224 0 973 32.73890 0.9459 1 645 1838 35.09249 0.9864 1 309 638 48.43260 0.9684 1 505 2829 17.8508307 0.9589 1 2644 2972 88.96366 0.9162 1 1159 125 10.785160 0.6735 0 0 0.0000000 0.1809 0 98 944 10.381356 0.9767 1 152 944 16.10169 0.8764 0 0 2972 0.000000 0.3814 0 4.0990 0.9065 2 4.3820 0.9834 4 0.9162 0.9041 1 3.0889 0.7719 1 12.4861 0.9687 8
12105015500 12 105 015500 FL Florida Polk County 3 South Region 5 South Atlantic Division 3827 1815 1519 2039 3581 56.93940 0.9627 1 111 1352 8.210059 0.5589 0 219 681 32.15859 0.56420 0 438 838 52.26730 0.6524 0 657 1519 43.25214 0.7298 0 736 2311 31.84768 0.9236 1 943 3892 24.229188 0.8153 0 756 19.754377 0.8251 0 1204 31.46067 0.9210 1 683 2602 26.24904 0.9170 1 316 827 38.21040 0.9218 1 370 3405 10.8663730 0.9117 1 1848 3827 48.28848 0.6898 0 1815 217 11.955923 0.6908 0 99 5.4545455 0.6130 0 55 1519 3.620803 0.7977 0 196 1519 12.90323 0.8226 0 246 3827 6.428012 0.9094 1 3.9903 0.8887 2 4.4966 0.9837 4 0.6898 0.6807 0 3.8335 0.9658 1 13.0102 0.9798 7
13215003200 13 215 003200 GA Georgia Muscogee County 3 South Region 5 South Atlantic Division 2443 1229 954 1679 2370 70.84388 0.9894 1 176 1019 17.271835 0.9301 1 0 88 0.00000 0.00257 0 405 866 46.76674 0.5218 0 405 954 42.45283 0.7103 0 554 1392 39.79885 0.9752 1 598 1733 34.506636 0.9499 1 203 8.309456 0.2313 0 814 33.31969 0.9558 1 381 1376 27.68895 0.9382 1 245 441 55.55556 0.9834 1 257 2102 12.2264510 0.9241 1 2383 2443 97.54400 0.9689 1 1229 180 14.646054 0.7277 0 34 2.7664768 0.5457 0 99 954 10.377358 0.9766 1 519 954 54.40252 0.9949 1 0 2443 0.000000 0.3814 0 4.5549 0.9665 4 4.0328 0.9802 4 0.9689 0.9561 1 3.6263 0.9365 2 13.1829 0.9812 11
10003000602 10 003 000602 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 2688 1499 1020 1265 2658 47.59217 0.9198 1 261 955 27.329843 0.9906 1 202 486 41.56379 0.81040 0 378 534 70.78652 0.9347 1 580 1020 56.86275 0.9467 1 441 1528 28.86126 0.8843 0 291 3121 9.323935 0.2327 0 319 11.867560 0.4490 0 885 32.92411 0.9493 1 595 2149 27.68730 0.9380 1 320 594 53.87205 0.9804 1 19 2407 0.7893644 0.4013 0 2340 2688 87.05357 0.9078 1 1499 313 20.880587 0.7961 0 13 0.8672448 0.4364 0 17 1020 1.666667 0.5755 0 375 1020 36.76471 0.9759 1 0 2688 0.000000 0.3814 0 3.9741 0.8852 3 3.7180 0.9609 3 0.9078 0.8958 1 3.1653 0.8022 1 11.7652 0.9362 8
10003002200 10 003 002200 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 3765 1162 957 2101 3738 56.20653 0.9604 1 191 1458 13.100137 0.8334 0 194 329 58.96657 0.97690 1 377 628 60.03185 0.8081 0 571 957 59.66562 0.9664 1 779 1798 43.32592 0.9854 1 493 3339 14.764900 0.4671 0 225 5.976096 0.1180 0 1429 37.95485 0.9897 1 417 1970 21.16751 0.7844 0 314 714 43.97759 0.9528 1 500 3388 14.7579693 0.9426 1 3668 3765 97.42364 0.9678 1 1162 23 1.979346 0.4385 0 0 0.0000000 0.1809 0 134 957 14.002090 0.9922 1 308 957 32.18391 0.9657 1 7 3765 0.185923 0.7635 0 4.2127 0.9244 3 3.7875 0.9689 3 0.9678 0.9550 1 3.3408 0.8640 2 12.3088 0.9629 9

2010 Most Vulnerable - Theme 3

svi_2010_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10003000500 10 003 000500 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 3428 1468 1183 1101 3428 32.11785 0.7383 0 232 1626 14.26814 0.8665 0 229 759 30.17128 0.4965 0 261 424 61.55660 0.8313 0 490 1183 41.42012 0.6836 0 448 2100 21.33333 0.7240 0 309 3550 8.704225 0.2111 0 374 10.910152 0.3874 0 988 28.82147 0.8329 0 646 2596 24.88444 0.8922 0 351 872 40.25229 0.9354 1 10 3183 0.3141690 0.2628 0 3044 3428 88.79813 0.9156 1 1468 15 1.021798 0.3680 0 0 0.0000000 0.1809 0 35 1183 2.958580 0.7401 0 404 1183 34.15046 0.9709 1 0 3428 0.000000 0.3814 0 3.2235 0.7134 0 3.3107 0.8803 1 0.9156 0.9035 1 2.6413 0.5557 1 10.0911 0.7856 3
10003000601 10 003 000601 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 3135 1022 981 1287 2889 44.54829 0.8953 0 145 1321 10.97653 0.7376 0 174 622 27.97428 0.4117 0 221 359 61.55989 0.8314 0 395 981 40.26504 0.6548 0 316 1963 16.09781 0.5767 0 258 3195 8.075117 0.1902 0 289 9.218501 0.2849 0 912 29.09091 0.8434 0 444 2078 21.36670 0.7913 0 300 701 42.79601 0.9482 1 14 3038 0.4608295 0.3123 0 2955 3135 94.25837 0.9448 1 1022 67 6.555773 0.5938 0 0 0.0000000 0.1809 0 24 981 2.446483 0.6863 0 153 981 15.59633 0.8695 0 298 3135 9.505582 0.9341 1 3.0546 0.6637 0 3.1801 0.8392 1 0.9448 0.9323 1 3.2646 0.8401 1 10.4441 0.8245 3
10003000602 10 003 000602 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 2688 1499 1020 1265 2658 47.59217 0.9198 1 261 955 27.32984 0.9906 1 202 486 41.56379 0.8104 0 378 534 70.78652 0.9347 1 580 1020 56.86275 0.9467 1 441 1528 28.86126 0.8843 0 291 3121 9.323935 0.2327 0 319 11.867560 0.4490 0 885 32.92411 0.9493 1 595 2149 27.68730 0.9380 1 320 594 53.87205 0.9804 1 19 2407 0.7893644 0.4013 0 2340 2688 87.05357 0.9078 1 1499 313 20.880587 0.7961 0 13 0.8672448 0.4364 0 17 1020 1.666667 0.5755 0 375 1020 36.76471 0.9759 1 0 2688 0.000000 0.3814 0 3.9741 0.8852 3 3.7180 0.9609 3 0.9078 0.8958 1 3.1653 0.8022 1 11.7652 0.9362 8
10003000900 10 003 000900 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 2086 980 794 953 2049 46.51049 0.9125 1 179 832 21.51442 0.9705 1 67 226 29.64602 0.4774 0 336 568 59.15493 0.7921 0 403 794 50.75567 0.8804 0 358 1385 25.84838 0.8314 0 140 1730 8.092486 0.1912 0 208 9.971237 0.3299 0 488 23.39406 0.5167 0 304 1272 23.89937 0.8688 0 239 485 49.27835 0.9704 1 12 1933 0.6207967 0.3599 0 1896 2086 90.89166 0.9275 1 980 35 3.571429 0.5096 0 0 0.0000000 0.1809 0 0 794 0.000000 0.1488 0 340 794 42.82116 0.9849 1 66 2086 3.163950 0.8558 0 3.7860 0.8485 2 3.0457 0.7855 1 0.9275 0.9153 1 2.6800 0.5774 1 10.4392 0.8241 5
10003001600 10 003 001600 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 2815 1239 1128 1400 2815 49.73357 0.9332 1 283 1493 18.95512 0.9510 1 30 187 16.04278 0.0651 0 558 941 59.29862 0.7941 0 588 1128 52.12766 0.8987 0 366 1778 20.58493 0.7064 0 382 2567 14.881184 0.4731 0 228 8.099467 0.2197 0 752 26.71403 0.7278 0 338 1916 17.64092 0.6391 0 301 592 50.84459 0.9743 1 154 2652 5.8069382 0.8202 0 2540 2815 90.23091 0.9235 1 1239 273 22.033898 0.8058 0 0 0.0000000 0.1809 0 34 1128 3.014184 0.7452 0 536 1128 47.51773 0.9897 1 242 2815 8.596803 0.9286 1 3.9624 0.8834 2 3.3811 0.9003 1 0.9235 0.9113 1 3.6502 0.9406 2 11.9172 0.9447 6
10003002100 10 003 002100 DE Delaware New Castle County 3 South Region 5 South Atlantic Division 1655 1000 688 885 1647 53.73406 0.9511 1 77 499 15.43086 0.8976 0 67 185 36.21622 0.6895 0 334 503 66.40159 0.8945 0 401 688 58.28488 0.9579 1 330 1100 30.00000 0.9020 1 334 2075 16.096386 0.5289 0 238 14.380665 0.6098 0 461 27.85498 0.7896 0 288 1638 17.58242 0.6366 0 213 400 53.25000 0.9788 1 63 1563 4.0307102 0.7514 0 1472 1655 88.94260 0.9161 1 1000 175 17.500000 0.7619 0 0 0.0000000 0.1809 0 44 688 6.395349 0.9237 1 361 688 52.47093 0.9931 1 0 1655 0.000000 0.3814 0 4.2375 0.9281 3 3.7662 0.9665 1 0.9161 0.9040 1 3.2410 0.8319 2 12.1608 0.9578 7

2010 Most Vulnerable - Theme 4

svi_2010_divisional %>% filter(division == census_division) %>%arrange(desc(F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
11001003500 11 001 003500 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 2518 1104 908 1037 2333 44.44921 0.8945 0 143 1191 12.006717 0.7884 0 143 303 47.19472 0.9000 0 246 605 40.66116 0.3794 0 389 908 42.84141 0.7203 0 315 1358 23.19588 0.7706 0 325 3720 8.736559 0.2130 0 266 10.563940 0.36650 0 625 24.82129 0.6121 0 256 2174 11.775529 0.3280 0 138 389 35.47558 0.9025 1 142 2270 6.2555066 0.8333 0 2235 2518 88.76092 0.9155 1 1104 435 39.40217 0.9073 1 0 0.00000 0.1809 0 83 908 9.140969 0.9664 1 429 908 47.24670 0.9895 1 185 2518 7.347101 0.9176 1 3.3868 0.7599 0 3.04240 0.7840 1 0.9155 0.9034 1 3.9617 0.9753 4 11.30640 0.9039 6
11001003600 11 001 003600 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 4273 2079 1793 1299 4241 30.62957 0.7086 0 151 2629 5.743629 0.3340 0 254 576 44.09722 0.8569 0 509 1217 41.82416 0.4061 0 763 1793 42.55438 0.7125 0 693 3041 22.78856 0.7601 0 528 4247 12.432305 0.3626 0 269 6.295343 0.13210 0 764 17.87971 0.2223 0 349 3657 9.543342 0.2097 0 329 664 49.54819 0.9709 1 141 4088 3.4491194 0.7195 0 3042 4273 71.19120 0.8381 0 2079 1500 72.15007 0.9770 1 0 0.00000 0.1809 0 102 1793 5.688790 0.9026 1 783 1793 43.66983 0.9863 1 445 4273 10.414229 0.9388 1 2.8778 0.6078 0 2.25450 0.3455 1 0.8381 0.8270 0 3.9856 0.9767 4 9.95600 0.7692 5
11001003700 11 001 003700 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 5119 2470 2124 1406 4243 33.13693 0.7555 0 240 2914 8.236102 0.5613 0 212 426 49.76526 0.9259 1 793 1698 46.70200 0.5205 0 1005 2124 47.31638 0.8228 0 794 2890 27.47405 0.8605 0 484 4964 9.750201 0.2484 0 264 5.157257 0.08348 0 913 17.83551 0.2206 0 296 3726 7.944176 0.1348 0 464 853 54.39625 0.9812 1 228 4851 4.7000618 0.7831 0 3991 5119 77.96445 0.8686 0 2470 1900 76.92308 0.9817 1 0 0.00000 0.1809 0 135 2124 6.355932 0.9224 1 1089 2124 51.27119 0.9922 1 876 5119 17.112717 0.9589 1 3.2485 0.7206 0 2.20318 0.3175 1 0.8686 0.8571 0 4.0361 0.9789 4 10.35638 0.8156 5
11001007504 11 001 007504 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 2907 1312 1061 1693 2907 58.23873 0.9679 1 58 990 5.858586 0.3464 0 109 219 49.77169 0.9260 1 434 842 51.54394 0.6356 0 543 1061 51.17813 0.8867 0 380 1657 22.93301 0.7637 0 210 2462 8.529651 0.2050 0 189 6.501548 0.14240 0 967 33.26453 0.9550 1 496 1686 29.418743 0.9559 1 394 678 58.11209 0.9875 1 7 2647 0.2644503 0.2473 0 2847 2907 97.93602 0.9733 1 1312 745 56.78354 0.9513 1 0 0.00000 0.1809 0 88 1061 8.294062 0.9564 1 523 1061 49.29312 0.9912 1 207 2907 7.120743 0.9158 1 3.1697 0.6987 1 3.28810 0.8735 3 0.9733 0.9605 1 3.9956 0.9772 4 11.42670 0.9131 9
11001009501 11 001 009501 DC District of Columbia District of Columbia 3 South Region 5 South Atlantic Division 6360 2114 1847 1702 4034 42.19137 0.8749 0 244 2896 8.425414 0.5771 0 129 352 36.64773 0.7010 0 671 1495 44.88294 0.4769 0 800 1847 43.31348 0.7309 0 651 2609 24.95209 0.8132 0 561 6387 8.783466 0.2149 0 359 5.644654 0.10430 0 1326 20.84906 0.3557 0 496 3362 14.753123 0.4880 0 339 784 43.23980 0.9498 1 178 6092 2.9218647 0.6845 0 4282 6360 67.32704 0.8149 0 2114 1071 50.66225 0.9394 1 0 0.00000 0.1809 0 144 1847 7.796427 0.9493 1 644 1847 34.86735 0.9731 1 2326 6360 36.572327 0.9841 1 3.2110 0.7105 0 2.58230 0.5395 1 0.8149 0.8041 0 4.0268 0.9784 4 10.63500 0.8434 5
12011030801 12 011 030801 FL Florida Broward County 3 South Region 5 South Atlantic Division 8112 3261 2730 3422 7547 45.34252 0.9017 1 604 4102 14.724525 0.8804 0 167 599 27.87980 0.4086 0 1106 2131 51.90052 0.6450 0 1273 2730 46.63004 0.8087 0 1996 5570 35.83483 0.9574 1 2974 6550 45.404580 0.9894 1 1389 17.122781 0.74600 0 1612 19.87179 0.3057 0 955 5204 18.351268 0.6725 0 520 1434 36.26220 0.9092 1 2467 7589 32.5075768 0.9888 1 5753 8112 70.91963 0.8367 0 3261 1237 37.93315 0.9010 1 416 12.75682 0.7153 0 327 2730 11.978022 0.9854 1 591 2730 21.64835 0.9256 1 466 8112 5.744576 0.9007 1 4.5376 0.9653 3 3.62220 0.9482 2 0.8367 0.8257 0 4.4280 0.9849 4 13.42450 0.9826 9

2020-2010 Least Vulnerable Themes 1-4

2020 Least Vulnerable - Theme 1

svi_2020_divisional %>% filter(division == census_division) %>%arrange((F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 7531 2850 2587 2226 7519 29.60500 0.7109 0 392 3820 10.261780 0.8786 0 527 2067 25.495888 0.68630 0 180 520 34.61538 0.2805 0 707 2587 27.32895 0.4528 0 765 4950 15.454546 0.7234 0 353 7523 4.692277 0.2050 0 1007 13.37140 0.3312 0 2035 27.021644 0.83980 0 1227 5488.000 22.35787 0.8093 0 239 1893.000 12.62546 0.4261 0 276 7262 3.8006059 0.75930 0 1507 7531.000 20.01062 0.2789 0 2850 1 0.0350877 0.2526 0 697 24.456140 0.8585 0 93 2587 3.5948976 0.7607 0 55 2587.000 2.126015 0.2641 0 0 7531 0.000000 0.2111 0 2.9707 0.6413 0 3.16570 0.8440 0 0.2789 0.2755 0 2.3470 0.4035 0 8.76230 0.6215 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4770 1906 1732 755 4692 16.09122 0.3758 0 92 2500 3.680000 0.3633 0 197 1184 16.638513 0.28040 0 235 548 42.88321 0.4609 0 432 1732 24.94226 0.3622 0 251 3100 8.096774 0.4085 0 228 4770 4.779874 0.2116 0 549 11.50943 0.2329 0 1352 28.343816 0.88650 0 490 3418.125 14.33535 0.4309 0 328 1263.206 25.96567 0.8111 0 0 4526 0.0000000 0.09987 0 1875 4769.908 39.30893 0.5372 0 1906 72 3.7775446 0.4876 0 128 6.715635 0.6610 0 10 1732 0.5773672 0.3165 0 32 1731.711 1.847883 0.2303 0 0 4770 0.000000 0.2111 0 1.7214 0.2531 0 2.46127 0.4594 0 0.5372 0.5306 0 1.9065 0.2183 0 6.62637 0.2829 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 16537 5776 5768 2288 16141 14.17508 0.3194 0 237 8403 2.820421 0.2461 0 1493 4973 30.022119 0.81970 0 315 795 39.62264 0.3868 0 1808 5768 31.34535 0.5823 0 986 11516 8.562001 0.4338 0 1326 15886 8.346972 0.4327 0 2472 14.94830 0.4225 0 3814 23.063433 0.62870 0 1742 12086.000 14.41337 0.4347 0 742 4396.000 16.87898 0.5844 0 185 15466 1.1961722 0.50680 0 7164 16537.000 43.32104 0.5828 0 5776 138 2.3891967 0.4352 0 385 6.665513 0.6600 0 0 5768 0.0000000 0.1168 0 165 5768.000 2.860610 0.3442 0 373 16537 2.255548 0.8244 0 2.0143 0.3437 0 2.57710 0.5357 0 0.5828 0.5757 0 2.3806 0.4199 0 7.55480 0.4282 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5310 2259 2097 1163 5283 22.01401 0.5368 0 69 2413 2.859511 0.2514 0 418 1516 27.572559 0.75260 0 382 581 65.74871 0.9074 1 800 2097 38.14974 0.7609 0 162 3597 4.503753 0.2087 0 704 5297 13.290542 0.7059 0 1320 24.85876 0.8299 0 1429 26.911488 0.83470 0 513 3868.000 13.26267 0.3691 0 290 1430.000 20.27972 0.6849 0 34 5062 0.6716713 0.39280 0 2582 5310.000 48.62524 0.6381 0 2259 153 6.7729084 0.5732 0 291 12.881806 0.7430 0 45 2097 2.1459227 0.6153 0 71 2097.000 3.385789 0.3952 0 5 5310 0.094162 0.4618 0 2.4637 0.4806 0 3.11140 0.8223 0 0.6381 0.6303 0 2.7885 0.6181 0 9.00170 0.6555 0
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4731 2061 1979 1016 4703 21.60323 0.5269 0 208 2511 8.283552 0.8001 0 402 1423 28.250176 0.77140 0 300 556 53.95683 0.7197 0 702 1979 35.47246 0.6995 0 412 3336 12.350120 0.6094 0 230 4731 4.861552 0.2173 0 964 20.37624 0.6876 0 926 19.573029 0.40250 0 959 3805.000 25.20368 0.8859 0 278 1180.000 23.55932 0.7634 0 244 4465 5.4647256 0.82700 0 2404 4731.000 50.81378 0.6589 0 2061 260 12.6152353 0.6783 0 299 14.507521 0.7619 0 39 1979 1.9706923 0.5899 0 133 1979.000 6.720566 0.6323 0 0 4731 0.000000 0.2111 0 2.8532 0.6053 0 3.56640 0.9479 0 0.6589 0.6509 0 2.8735 0.6632 0 9.95200 0.7755 0
10001040900 10 001 040900 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2373 1114 1028 574 1679 34.18702 0.7904 0 19 1034 1.837524 0.1211 0 26 313 8.306709 0.02992 0 335 715 46.85315 0.5540 0 361 1028 35.11673 0.6908 0 224 1292 17.337461 0.7807 0 78 2250 3.466667 0.1325 0 501 21.11252 0.7169 0 208 8.765276 0.05851 0 391 1505.000 25.98007 0.9018 1 29 220.000 13.18182 0.4476 0 7 2268 0.3086420 0.28740 0 974 2373.000 41.04509 0.5571 0 1114 476 42.7289048 0.9104 1 0 0.000000 0.1800 0 5 1028 0.4863813 0.2927 0 248 1028.000 24.124514 0.9466 1 678 2373 28.571429 0.9778 1 2.5155 0.4976 0 2.41221 0.4286 1 0.5571 0.5503 0 3.3075 0.8411 3 8.79231 0.6264 4

2020 Least Vulnerable - Theme 2

svi_2020_divisional %>% filter(division == census_division) %>%arrange((F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 7531 2850 2587 2226 7519 29.60500 0.7109 0 392 3820 10.261780 0.8786 0 527 2067 25.49589 0.6863 0 180 520 34.61538 0.2805 0 707 2587 27.32895 0.4528 0 765 4950 15.454546 0.7234 0 353 7523 4.692277 0.2050 0 1007 13.37140 0.3312 0 2035 27.02164 0.8398 0 1227 5488.000 22.35787 0.8093 0 239 1893.0000 12.62546 0.4261 0 276 7262 3.8006059 0.75930 0 1507 7531.000 20.01062 0.2789 0 2850 1 0.0350877 0.2526 0 697 24.456140 0.8585 0 93 2587 3.5948976 0.7607 0 55 2587.0000 2.126015 0.2641 0 0 7531 0.000000 0.2111 0 2.9707 0.6413 0 3.16570 0.8440 0 0.2789 0.2755 0 2.3470 0.4035 0 8.76230 0.6215 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4770 1906 1732 755 4692 16.09122 0.3758 0 92 2500 3.680000 0.3633 0 197 1184 16.63851 0.2804 0 235 548 42.88321 0.4609 0 432 1732 24.94226 0.3622 0 251 3100 8.096774 0.4085 0 228 4770 4.779874 0.2116 0 549 11.50943 0.2329 0 1352 28.34382 0.8865 0 490 3418.125 14.33535 0.4309 0 328 1263.2064 25.96567 0.8111 0 0 4526 0.0000000 0.09987 0 1875 4769.908 39.30893 0.5372 0 1906 72 3.7775446 0.4876 0 128 6.715635 0.6610 0 10 1732 0.5773672 0.3165 0 32 1731.7111 1.847883 0.2303 0 0 4770 0.000000 0.2111 0 1.7214 0.2531 0 2.46127 0.4594 0 0.5372 0.5306 0 1.9065 0.2183 0 6.62637 0.2829 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 16537 5776 5768 2288 16141 14.17508 0.3194 0 237 8403 2.820421 0.2461 0 1493 4973 30.02212 0.8197 0 315 795 39.62264 0.3868 0 1808 5768 31.34535 0.5823 0 986 11516 8.562001 0.4338 0 1326 15886 8.346972 0.4327 0 2472 14.94830 0.4225 0 3814 23.06343 0.6287 0 1742 12086.000 14.41337 0.4347 0 742 4396.0000 16.87898 0.5844 0 185 15466 1.1961722 0.50680 0 7164 16537.000 43.32104 0.5828 0 5776 138 2.3891967 0.4352 0 385 6.665513 0.6600 0 0 5768 0.0000000 0.1168 0 165 5768.0000 2.860610 0.3442 0 373 16537 2.255548 0.8244 0 2.0143 0.3437 0 2.57710 0.5357 0 0.5828 0.5757 0 2.3806 0.4199 0 7.55480 0.4282 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5310 2259 2097 1163 5283 22.01401 0.5368 0 69 2413 2.859511 0.2514 0 418 1516 27.57256 0.7526 0 382 581 65.74871 0.9074 1 800 2097 38.14974 0.7609 0 162 3597 4.503753 0.2087 0 704 5297 13.290542 0.7059 0 1320 24.85876 0.8299 0 1429 26.91149 0.8347 0 513 3868.000 13.26267 0.3691 0 290 1430.0000 20.27972 0.6849 0 34 5062 0.6716713 0.39280 0 2582 5310.000 48.62524 0.6381 0 2259 153 6.7729084 0.5732 0 291 12.881806 0.7430 0 45 2097 2.1459227 0.6153 0 71 2097.0000 3.385789 0.3952 0 5 5310 0.094162 0.4618 0 2.4637 0.4806 0 3.11140 0.8223 0 0.6381 0.6303 0 2.7885 0.6181 0 9.00170 0.6555 0
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4731 2061 1979 1016 4703 21.60323 0.5269 0 208 2511 8.283552 0.8001 0 402 1423 28.25018 0.7714 0 300 556 53.95683 0.7197 0 702 1979 35.47246 0.6995 0 412 3336 12.350120 0.6094 0 230 4731 4.861552 0.2173 0 964 20.37624 0.6876 0 926 19.57303 0.4025 0 959 3805.000 25.20368 0.8859 0 278 1180.0000 23.55932 0.7634 0 244 4465 5.4647256 0.82700 0 2404 4731.000 50.81378 0.6589 0 2061 260 12.6152353 0.6783 0 299 14.507521 0.7619 0 39 1979 1.9706923 0.5899 0 133 1979.0000 6.720566 0.6323 0 0 4731 0.000000 0.2111 0 2.8532 0.6053 0 3.56640 0.9479 0 0.6589 0.6509 0 2.8735 0.6632 0 9.95200 0.7755 0
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2555 1030 954 565 2555 22.11350 0.5385 0 135 1154 11.698440 0.9175 1 144 691 20.83936 0.4865 0 168 262 64.12214 0.8894 0 312 953 32.73872 0.6259 0 192 1782 10.774411 0.5377 0 198 2519 7.860262 0.4016 0 519 20.31311 0.6851 0 664 25.98826 0.7939 0 341 1854.295 18.38974 0.6427 0 195 614.6519 31.72527 0.8870 0 75 2351 3.1901319 0.72360 0 1215 2555.353 47.54725 0.6272 0 1030 61 5.9223301 0.5514 0 170 16.504854 0.7844 0 58 954 6.0796646 0.8947 0 83 953.5886 8.703963 0.7220 0 0 2555 0.000000 0.2111 0 3.0212 0.6565 1 3.73230 0.9680 0 0.6272 0.6195 0 3.1636 0.7893 0 10.54430 0.8433 1

2020 Least Vulnerable - Theme 3

svi_2020_divisional %>% filter(division == census_division) %>%arrange((F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 7531 2850 2587 2226 7519 29.60500 0.7109 0 392 3820 10.261780 0.8786 0 527 2067 25.49589 0.6863 0 180 520 34.61538 0.2805 0 707 2587 27.32895 0.4528 0 765 4950 15.454546 0.7234 0 353 7523 4.692277 0.2050 0 1007 13.37140 0.3312 0 2035 27.02164 0.8398 0 1227 5488.000 22.35787 0.8093 0 239 1893.0000 12.62546 0.4261 0 276 7262 3.8006059 0.75930 0 1507 7531.000 20.01062 0.2789 0 2850 1 0.0350877 0.2526 0 697 24.456140 0.8585 0 93 2587 3.5948976 0.7607 0 55 2587.0000 2.126015 0.2641 0 0 7531 0.000000 0.2111 0 2.9707 0.6413 0 3.16570 0.8440 0 0.2789 0.2755 0 2.3470 0.4035 0 8.76230 0.6215 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4770 1906 1732 755 4692 16.09122 0.3758 0 92 2500 3.680000 0.3633 0 197 1184 16.63851 0.2804 0 235 548 42.88321 0.4609 0 432 1732 24.94226 0.3622 0 251 3100 8.096774 0.4085 0 228 4770 4.779874 0.2116 0 549 11.50943 0.2329 0 1352 28.34382 0.8865 0 490 3418.125 14.33535 0.4309 0 328 1263.2064 25.96567 0.8111 0 0 4526 0.0000000 0.09987 0 1875 4769.908 39.30893 0.5372 0 1906 72 3.7775446 0.4876 0 128 6.715635 0.6610 0 10 1732 0.5773672 0.3165 0 32 1731.7111 1.847883 0.2303 0 0 4770 0.000000 0.2111 0 1.7214 0.2531 0 2.46127 0.4594 0 0.5372 0.5306 0 1.9065 0.2183 0 6.62637 0.2829 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 16537 5776 5768 2288 16141 14.17508 0.3194 0 237 8403 2.820421 0.2461 0 1493 4973 30.02212 0.8197 0 315 795 39.62264 0.3868 0 1808 5768 31.34535 0.5823 0 986 11516 8.562001 0.4338 0 1326 15886 8.346972 0.4327 0 2472 14.94830 0.4225 0 3814 23.06343 0.6287 0 1742 12086.000 14.41337 0.4347 0 742 4396.0000 16.87898 0.5844 0 185 15466 1.1961722 0.50680 0 7164 16537.000 43.32104 0.5828 0 5776 138 2.3891967 0.4352 0 385 6.665513 0.6600 0 0 5768 0.0000000 0.1168 0 165 5768.0000 2.860610 0.3442 0 373 16537 2.255548 0.8244 0 2.0143 0.3437 0 2.57710 0.5357 0 0.5828 0.5757 0 2.3806 0.4199 0 7.55480 0.4282 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5310 2259 2097 1163 5283 22.01401 0.5368 0 69 2413 2.859511 0.2514 0 418 1516 27.57256 0.7526 0 382 581 65.74871 0.9074 1 800 2097 38.14974 0.7609 0 162 3597 4.503753 0.2087 0 704 5297 13.290542 0.7059 0 1320 24.85876 0.8299 0 1429 26.91149 0.8347 0 513 3868.000 13.26267 0.3691 0 290 1430.0000 20.27972 0.6849 0 34 5062 0.6716713 0.39280 0 2582 5310.000 48.62524 0.6381 0 2259 153 6.7729084 0.5732 0 291 12.881806 0.7430 0 45 2097 2.1459227 0.6153 0 71 2097.0000 3.385789 0.3952 0 5 5310 0.094162 0.4618 0 2.4637 0.4806 0 3.11140 0.8223 0 0.6381 0.6303 0 2.7885 0.6181 0 9.00170 0.6555 0
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4731 2061 1979 1016 4703 21.60323 0.5269 0 208 2511 8.283552 0.8001 0 402 1423 28.25018 0.7714 0 300 556 53.95683 0.7197 0 702 1979 35.47246 0.6995 0 412 3336 12.350120 0.6094 0 230 4731 4.861552 0.2173 0 964 20.37624 0.6876 0 926 19.57303 0.4025 0 959 3805.000 25.20368 0.8859 0 278 1180.0000 23.55932 0.7634 0 244 4465 5.4647256 0.82700 0 2404 4731.000 50.81378 0.6589 0 2061 260 12.6152353 0.6783 0 299 14.507521 0.7619 0 39 1979 1.9706923 0.5899 0 133 1979.0000 6.720566 0.6323 0 0 4731 0.000000 0.2111 0 2.8532 0.6053 0 3.56640 0.9479 0 0.6589 0.6509 0 2.8735 0.6632 0 9.95200 0.7755 0
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2555 1030 954 565 2555 22.11350 0.5385 0 135 1154 11.698440 0.9175 1 144 691 20.83936 0.4865 0 168 262 64.12214 0.8894 0 312 953 32.73872 0.6259 0 192 1782 10.774411 0.5377 0 198 2519 7.860262 0.4016 0 519 20.31311 0.6851 0 664 25.98826 0.7939 0 341 1854.295 18.38974 0.6427 0 195 614.6519 31.72527 0.8870 0 75 2351 3.1901319 0.72360 0 1215 2555.353 47.54725 0.6272 0 1030 61 5.9223301 0.5514 0 170 16.504854 0.7844 0 58 954 6.0796646 0.8947 0 83 953.5886 8.703963 0.7220 0 0 2555 0.000000 0.2111 0 3.0212 0.6565 1 3.73230 0.9680 0 0.6272 0.6195 0 3.1636 0.7893 0 10.54430 0.8433 1

2020 Least Vulnerable - Theme 4

svi_2020_divisional %>% filter(division == census_division) %>%arrange((F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 7531 2850 2587 2226 7519 29.60500 0.7109 0 392 3820 10.261780 0.8786 0 527 2067 25.49589 0.6863 0 180 520 34.61538 0.2805 0 707 2587 27.32895 0.4528 0 765 4950 15.454546 0.7234 0 353 7523 4.692277 0.2050 0 1007 13.37140 0.3312 0 2035 27.02164 0.8398 0 1227 5488.000 22.35787 0.8093 0 239 1893.0000 12.62546 0.4261 0 276 7262 3.8006059 0.75930 0 1507 7531.000 20.01062 0.2789 0 2850 1 0.0350877 0.2526 0 697 24.456140 0.8585 0 93 2587 3.5948976 0.7607 0 55 2587.0000 2.126015 0.2641 0 0 7531 0.000000 0.2111 0 2.9707 0.6413 0 3.16570 0.8440 0 0.2789 0.2755 0 2.3470 0.4035 0 8.76230 0.6215 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4770 1906 1732 755 4692 16.09122 0.3758 0 92 2500 3.680000 0.3633 0 197 1184 16.63851 0.2804 0 235 548 42.88321 0.4609 0 432 1732 24.94226 0.3622 0 251 3100 8.096774 0.4085 0 228 4770 4.779874 0.2116 0 549 11.50943 0.2329 0 1352 28.34382 0.8865 0 490 3418.125 14.33535 0.4309 0 328 1263.2064 25.96567 0.8111 0 0 4526 0.0000000 0.09987 0 1875 4769.908 39.30893 0.5372 0 1906 72 3.7775446 0.4876 0 128 6.715635 0.6610 0 10 1732 0.5773672 0.3165 0 32 1731.7111 1.847883 0.2303 0 0 4770 0.000000 0.2111 0 1.7214 0.2531 0 2.46127 0.4594 0 0.5372 0.5306 0 1.9065 0.2183 0 6.62637 0.2829 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 16537 5776 5768 2288 16141 14.17508 0.3194 0 237 8403 2.820421 0.2461 0 1493 4973 30.02212 0.8197 0 315 795 39.62264 0.3868 0 1808 5768 31.34535 0.5823 0 986 11516 8.562001 0.4338 0 1326 15886 8.346972 0.4327 0 2472 14.94830 0.4225 0 3814 23.06343 0.6287 0 1742 12086.000 14.41337 0.4347 0 742 4396.0000 16.87898 0.5844 0 185 15466 1.1961722 0.50680 0 7164 16537.000 43.32104 0.5828 0 5776 138 2.3891967 0.4352 0 385 6.665513 0.6600 0 0 5768 0.0000000 0.1168 0 165 5768.0000 2.860610 0.3442 0 373 16537 2.255548 0.8244 0 2.0143 0.3437 0 2.57710 0.5357 0 0.5828 0.5757 0 2.3806 0.4199 0 7.55480 0.4282 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5310 2259 2097 1163 5283 22.01401 0.5368 0 69 2413 2.859511 0.2514 0 418 1516 27.57256 0.7526 0 382 581 65.74871 0.9074 1 800 2097 38.14974 0.7609 0 162 3597 4.503753 0.2087 0 704 5297 13.290542 0.7059 0 1320 24.85876 0.8299 0 1429 26.91149 0.8347 0 513 3868.000 13.26267 0.3691 0 290 1430.0000 20.27972 0.6849 0 34 5062 0.6716713 0.39280 0 2582 5310.000 48.62524 0.6381 0 2259 153 6.7729084 0.5732 0 291 12.881806 0.7430 0 45 2097 2.1459227 0.6153 0 71 2097.0000 3.385789 0.3952 0 5 5310 0.094162 0.4618 0 2.4637 0.4806 0 3.11140 0.8223 0 0.6381 0.6303 0 2.7885 0.6181 0 9.00170 0.6555 0
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4731 2061 1979 1016 4703 21.60323 0.5269 0 208 2511 8.283552 0.8001 0 402 1423 28.25018 0.7714 0 300 556 53.95683 0.7197 0 702 1979 35.47246 0.6995 0 412 3336 12.350120 0.6094 0 230 4731 4.861552 0.2173 0 964 20.37624 0.6876 0 926 19.57303 0.4025 0 959 3805.000 25.20368 0.8859 0 278 1180.0000 23.55932 0.7634 0 244 4465 5.4647256 0.82700 0 2404 4731.000 50.81378 0.6589 0 2061 260 12.6152353 0.6783 0 299 14.507521 0.7619 0 39 1979 1.9706923 0.5899 0 133 1979.0000 6.720566 0.6323 0 0 4731 0.000000 0.2111 0 2.8532 0.6053 0 3.56640 0.9479 0 0.6589 0.6509 0 2.8735 0.6632 0 9.95200 0.7755 0
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2555 1030 954 565 2555 22.11350 0.5385 0 135 1154 11.698440 0.9175 1 144 691 20.83936 0.4865 0 168 262 64.12214 0.8894 0 312 953 32.73872 0.6259 0 192 1782 10.774411 0.5377 0 198 2519 7.860262 0.4016 0 519 20.31311 0.6851 0 664 25.98826 0.7939 0 341 1854.295 18.38974 0.6427 0 195 614.6519 31.72527 0.8870 0 75 2351 3.1901319 0.72360 0 1215 2555.353 47.54725 0.6272 0 1030 61 5.9223301 0.5514 0 170 16.504854 0.7844 0 58 954 6.0796646 0.8947 0 83 953.5886 8.703963 0.7220 0 0 2555 0.000000 0.2111 0 3.0212 0.6565 1 3.73230 0.9680 0 0.6272 0.6195 0 3.1636 0.7893 0 10.54430 0.8433 1

2010 Least Vulnerable - Theme 1

svi_2010_divisional %>% filter(division == census_division) %>%arrange((F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 6468 2388 2272 868 6455 13.446940 0.2879 0 201 3230 6.222910 0.3819 0 708 2036 34.77407 0.6489 0 47 236 19.91525 0.07811 0 755 2272 33.23063 0.4315 0 691 4369 15.815976 0.5692 0 400 6594 6.066121 0.12090 0 688 10.636982 0.3706 0 1689 26.11317 0.6923 0 725 5107 14.19620 0.4566 0 209 1742 11.99770 0.3673 0 0 5993 0.0000000 0.1022 0 845 6468 13.06432 0.2341 0 2388 0 0.000000 0.1428 0 601 25.167504 0.8423 0 14 2272 0.6161972 0.3716 0 92 2272 4.049296 0.4329 0 0 6468 0.000000 0.3814 0 1.79140 0.2784 0 1.9890 0.2036 0 0.2341 0.2310 0 2.1710 0.3144 0 6.18550 0.2310 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5208 1953 1809 850 5183 16.399769 0.3672 0 147 2550 5.764706 0.3364 0 385 1323 29.10053 0.4581 0 222 486 45.67901 0.49650 0 607 1809 33.55445 0.4431 0 459 3090 14.854369 0.5386 0 435 5283 8.233958 0.19610 0 454 8.717358 0.2561 0 1588 30.49155 0.8927 0 537 3716 14.45102 0.4708 0 417 1343 31.04989 0.8599 0 69 4835 1.4270941 0.5240 0 1881 5208 36.11751 0.5689 0 1953 87 4.454685 0.5392 0 148 7.578085 0.6495 0 39 1809 2.1558872 0.6471 0 121 1809 6.688778 0.6124 0 0 5208 0.000000 0.3814 0 1.88140 0.3053 0 3.0035 0.7667 0 0.5689 0.5614 0 2.8296 0.6516 0 8.28340 0.5452 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 11385 4350 4041 1680 10992 15.283843 0.3360 0 475 5262 9.026986 0.6217 0 1237 3491 35.43397 0.6683 0 255 550 46.36364 0.51190 0 1492 4041 36.92155 0.5546 0 751 7545 9.953612 0.3559 0 803 12478 6.435326 0.13310 0 1756 15.423803 0.6665 0 3042 26.71937 0.7280 0 1556 9021 17.24864 0.6195 0 336 3110 10.80386 0.3143 0 62 10616 0.5840241 0.3482 0 3295 11385 28.94159 0.4817 0 4350 100 2.298851 0.4559 0 478 10.988506 0.6962 0 20 4041 0.4949270 0.3450 0 192 4041 4.751299 0.4900 0 387 11385 3.399209 0.8606 0 2.00130 0.3396 0 2.6765 0.5915 0 0.4817 0.4753 0 2.8477 0.6611 0 8.00720 0.5007 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4643 1865 1718 1441 4597 31.346530 0.7241 0 99 2296 4.311847 0.2007 0 362 1223 29.59935 0.4754 0 271 495 54.74747 0.70810 0 633 1718 36.84517 0.5523 0 436 2783 15.666547 0.5647 0 258 5110 5.048924 0.08961 0 505 10.876588 0.3849 0 1390 29.93754 0.8755 0 646 3590 17.99443 0.6562 0 292 1181 24.72481 0.7632 0 20 4310 0.4640371 0.3134 0 1780 4643 38.33728 0.5942 0 1865 91 4.879357 0.5508 0 252 13.512064 0.7236 0 52 1718 3.0267753 0.7465 0 197 1718 11.466822 0.7913 0 0 4643 0.000000 0.3814 0 2.13141 0.3754 0 2.9932 0.7618 0 0.5942 0.5863 0 3.1936 0.8133 0 8.91241 0.6347 0
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5172 2061 1721 2008 5121 39.211092 0.8425 0 134 1988 6.740443 0.4302 0 443 1191 37.19563 0.7145 0 312 530 58.86792 0.78710 0 755 1721 43.86984 0.7444 0 486 3108 15.637066 0.5640 0 493 4902 10.057120 0.26220 0 700 13.534416 0.5573 0 1681 32.50193 0.9414 1 518 3508 14.76625 0.4887 0 580 1392 41.66667 0.9424 1 12 4692 0.2557545 0.2451 0 3222 5172 62.29698 0.7880 0 2061 281 13.634158 0.7133 0 223 10.819990 0.6938 0 139 1721 8.0766996 0.9538 1 63 1721 3.660662 0.3972 0 0 5172 0.000000 0.3814 0 2.84330 0.5967 0 3.1749 0.8372 2 0.7880 0.7776 0 3.1395 0.7936 1 9.94570 0.7681 3
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2087 921 921 192 2087 9.199808 0.1738 0 35 722 4.847645 0.2495 0 281 700 40.14286 0.7819 0 64 221 28.95928 0.17110 0 345 921 37.45928 0.5710 0 284 1546 18.369987 0.6484 0 119 2121 5.610561 0.10710 0 518 24.820316 0.9068 1 480 22.99952 0.4910 0 328 1527 21.48003 0.7959 0 173 680 25.44118 0.7769 0 100 1998 5.0050050 0.7960 0 560 2087 26.83277 0.4524 0 921 0 0.000000 0.1428 0 273 29.641694 0.8785 0 0 921 0.0000000 0.1488 0 30 921 3.257329 0.3600 0 0 2087 0.000000 0.3814 0 1.74980 0.2670 0 3.7666 0.9666 1 0.4524 0.4464 0 1.9115 0.2071 0 7.88030 0.4785 1

2010 Least Vulnerable - Theme 2

svi_2010_divisional %>% filter(division == census_division) %>%arrange((F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 6468 2388 2272 868 6455 13.44694 0.2879 0 201 3230 6.222910 0.3819 0 708 2036 34.77407 0.6489 0 47 236 19.91525 0.07811 0 755 2272 33.23063 0.4315 0 691 4369 15.815976 0.5692 0 400 6594 6.066121 0.12090 0 688 10.636982 0.3706 0 1689 26.11317 0.6923 0 725 5107 14.19620 0.4566 0 209 1742 11.99770 0.3673 0 0 5993 0.0000000 0.1022 0 845 6468 13.06432 0.2341 0 2388 0 0.000000 0.1428 0 601 25.167504 0.8423 0 14 2272 0.6161972 0.3716 0 92 2272 4.049296 0.4329 0 0 6468 0.0000000 0.3814 0 1.79140 0.2784 0 1.9890 0.2036 0 0.2341 0.2310 0 2.1710 0.3144 0 6.18550 0.2310 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5208 1953 1809 850 5183 16.39977 0.3672 0 147 2550 5.764706 0.3364 0 385 1323 29.10053 0.4581 0 222 486 45.67901 0.49650 0 607 1809 33.55445 0.4431 0 459 3090 14.854369 0.5386 0 435 5283 8.233958 0.19610 0 454 8.717358 0.2561 0 1588 30.49155 0.8927 0 537 3716 14.45102 0.4708 0 417 1343 31.04989 0.8599 0 69 4835 1.4270941 0.5240 0 1881 5208 36.11751 0.5689 0 1953 87 4.454685 0.5392 0 148 7.578085 0.6495 0 39 1809 2.1558872 0.6471 0 121 1809 6.688778 0.6124 0 0 5208 0.0000000 0.3814 0 1.88140 0.3053 0 3.0035 0.7667 0 0.5689 0.5614 0 2.8296 0.6516 0 8.28340 0.5452 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 11385 4350 4041 1680 10992 15.28384 0.3360 0 475 5262 9.026986 0.6217 0 1237 3491 35.43397 0.6683 0 255 550 46.36364 0.51190 0 1492 4041 36.92155 0.5546 0 751 7545 9.953612 0.3559 0 803 12478 6.435326 0.13310 0 1756 15.423803 0.6665 0 3042 26.71937 0.7280 0 1556 9021 17.24864 0.6195 0 336 3110 10.80386 0.3143 0 62 10616 0.5840241 0.3482 0 3295 11385 28.94159 0.4817 0 4350 100 2.298851 0.4559 0 478 10.988506 0.6962 0 20 4041 0.4949270 0.3450 0 192 4041 4.751299 0.4900 0 387 11385 3.3992095 0.8606 0 2.00130 0.3396 0 2.6765 0.5915 0 0.4817 0.4753 0 2.8477 0.6611 0 8.00720 0.5007 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4643 1865 1718 1441 4597 31.34653 0.7241 0 99 2296 4.311847 0.2007 0 362 1223 29.59935 0.4754 0 271 495 54.74747 0.70810 0 633 1718 36.84517 0.5523 0 436 2783 15.666547 0.5647 0 258 5110 5.048924 0.08961 0 505 10.876588 0.3849 0 1390 29.93754 0.8755 0 646 3590 17.99443 0.6562 0 292 1181 24.72481 0.7632 0 20 4310 0.4640371 0.3134 0 1780 4643 38.33728 0.5942 0 1865 91 4.879357 0.5508 0 252 13.512064 0.7236 0 52 1718 3.0267753 0.7465 0 197 1718 11.466822 0.7913 0 0 4643 0.0000000 0.3814 0 2.13141 0.3754 0 2.9932 0.7618 0 0.5942 0.5863 0 3.1936 0.8133 0 8.91241 0.6347 0
10001040700 10 001 040700 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5156 2087 1886 932 4872 19.12972 0.4406 0 124 2364 5.245347 0.2851 0 333 1432 23.25419 0.2388 0 250 454 55.06608 0.71460 0 583 1886 30.91198 0.3534 0 235 3338 7.040144 0.2430 0 163 4592 3.549652 0.05032 0 838 16.252909 0.7083 0 1391 26.97828 0.7438 0 727 3334 21.80564 0.8072 0 388 1365 28.42491 0.8240 0 0 4742 0.0000000 0.1022 0 2285 5156 44.31730 0.6522 0 2087 175 8.385242 0.6301 0 0 0.000000 0.1809 0 0 1886 0.0000000 0.1488 0 164 1886 8.695652 0.7037 0 218 5156 4.2280838 0.8778 0 1.37242 0.1720 0 3.1855 0.8417 0 0.6522 0.6436 0 2.5413 0.5026 0 7.75142 0.4583 0
10001041000 10 001 041000 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5577 2570 2369 1291 5577 23.14865 0.5435 0 144 2702 5.329386 0.2938 0 468 1312 35.67073 0.6750 0 135 1057 12.77200 0.04274 0 603 2369 25.45378 0.1769 0 759 3504 21.660959 0.7311 0 655 5999 10.918486 0.29800 0 594 10.650888 0.3712 0 1487 26.66308 0.7247 0 683 4587 14.88991 0.4947 0 364 1466 24.82947 0.7646 0 188 5105 3.6826641 0.7342 0 3384 5577 60.67778 0.7785 0 2570 479 18.638132 0.7741 0 567 22.062257 0.8159 0 91 2369 3.8412832 0.8132 0 221 2369 9.328831 0.7266 0 9 5577 0.1613771 0.7632 0 2.04330 0.3511 0 3.0894 0.8041 0 0.7785 0.7682 0 3.8930 0.9705 0 9.80420 0.7522 0

2010 Least Vulnerable - Theme 3

svi_2010_divisional %>% filter(division == census_division) %>%arrange((F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 6468 2388 2272 868 6455 13.446940 0.2879 0 201 3230 6.222910 0.3819 0 708 2036 34.77407 0.6489 0 47 236 19.91525 0.07811 0 755 2272 33.23063 0.4315 0 691 4369 15.815976 0.5692 0 400 6594 6.066121 0.12090 0 688 10.636982 0.3706 0 1689 26.11317 0.6923 0 725 5107 14.19620 0.4566 0 209 1742 11.99770 0.3673 0 0 5993 0.0000000 0.1022 0 845 6468 13.06432 0.2341 0 2388 0 0.000000 0.1428 0 601 25.167504 0.8423 0 14 2272 0.6161972 0.3716 0 92 2272 4.049296 0.4329 0 0 6468 0.000000 0.3814 0 1.79140 0.2784 0 1.9890 0.2036 0 0.2341 0.2310 0 2.1710 0.3144 0 6.18550 0.2310 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5208 1953 1809 850 5183 16.399769 0.3672 0 147 2550 5.764706 0.3364 0 385 1323 29.10053 0.4581 0 222 486 45.67901 0.49650 0 607 1809 33.55445 0.4431 0 459 3090 14.854369 0.5386 0 435 5283 8.233958 0.19610 0 454 8.717358 0.2561 0 1588 30.49155 0.8927 0 537 3716 14.45102 0.4708 0 417 1343 31.04989 0.8599 0 69 4835 1.4270941 0.5240 0 1881 5208 36.11751 0.5689 0 1953 87 4.454685 0.5392 0 148 7.578085 0.6495 0 39 1809 2.1558872 0.6471 0 121 1809 6.688778 0.6124 0 0 5208 0.000000 0.3814 0 1.88140 0.3053 0 3.0035 0.7667 0 0.5689 0.5614 0 2.8296 0.6516 0 8.28340 0.5452 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 11385 4350 4041 1680 10992 15.283843 0.3360 0 475 5262 9.026986 0.6217 0 1237 3491 35.43397 0.6683 0 255 550 46.36364 0.51190 0 1492 4041 36.92155 0.5546 0 751 7545 9.953612 0.3559 0 803 12478 6.435326 0.13310 0 1756 15.423803 0.6665 0 3042 26.71937 0.7280 0 1556 9021 17.24864 0.6195 0 336 3110 10.80386 0.3143 0 62 10616 0.5840241 0.3482 0 3295 11385 28.94159 0.4817 0 4350 100 2.298851 0.4559 0 478 10.988506 0.6962 0 20 4041 0.4949270 0.3450 0 192 4041 4.751299 0.4900 0 387 11385 3.399209 0.8606 0 2.00130 0.3396 0 2.6765 0.5915 0 0.4817 0.4753 0 2.8477 0.6611 0 8.00720 0.5007 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4643 1865 1718 1441 4597 31.346530 0.7241 0 99 2296 4.311847 0.2007 0 362 1223 29.59935 0.4754 0 271 495 54.74747 0.70810 0 633 1718 36.84517 0.5523 0 436 2783 15.666547 0.5647 0 258 5110 5.048924 0.08961 0 505 10.876588 0.3849 0 1390 29.93754 0.8755 0 646 3590 17.99443 0.6562 0 292 1181 24.72481 0.7632 0 20 4310 0.4640371 0.3134 0 1780 4643 38.33728 0.5942 0 1865 91 4.879357 0.5508 0 252 13.512064 0.7236 0 52 1718 3.0267753 0.7465 0 197 1718 11.466822 0.7913 0 0 4643 0.000000 0.3814 0 2.13141 0.3754 0 2.9932 0.7618 0 0.5942 0.5863 0 3.1936 0.8133 0 8.91241 0.6347 0
10001040501 10 001 040501 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5172 2061 1721 2008 5121 39.211092 0.8425 0 134 1988 6.740443 0.4302 0 443 1191 37.19563 0.7145 0 312 530 58.86792 0.78710 0 755 1721 43.86984 0.7444 0 486 3108 15.637066 0.5640 0 493 4902 10.057120 0.26220 0 700 13.534416 0.5573 0 1681 32.50193 0.9414 1 518 3508 14.76625 0.4887 0 580 1392 41.66667 0.9424 1 12 4692 0.2557545 0.2451 0 3222 5172 62.29698 0.7880 0 2061 281 13.634158 0.7133 0 223 10.819990 0.6938 0 139 1721 8.0766996 0.9538 1 63 1721 3.660662 0.3972 0 0 5172 0.000000 0.3814 0 2.84330 0.5967 0 3.1749 0.8372 2 0.7880 0.7776 0 3.1395 0.7936 1 9.94570 0.7681 3
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2087 921 921 192 2087 9.199808 0.1738 0 35 722 4.847645 0.2495 0 281 700 40.14286 0.7819 0 64 221 28.95928 0.17110 0 345 921 37.45928 0.5710 0 284 1546 18.369987 0.6484 0 119 2121 5.610561 0.10710 0 518 24.820316 0.9068 1 480 22.99952 0.4910 0 328 1527 21.48003 0.7959 0 173 680 25.44118 0.7769 0 100 1998 5.0050050 0.7960 0 560 2087 26.83277 0.4524 0 921 0 0.000000 0.1428 0 273 29.641694 0.8785 0 0 921 0.0000000 0.1488 0 30 921 3.257329 0.3600 0 0 2087 0.000000 0.3814 0 1.74980 0.2670 0 3.7666 0.9666 1 0.4524 0.4464 0 1.9115 0.2071 0 7.88030 0.4785 1

2010 Least Vulnerable - Theme 4

svi_2010_divisional %>% filter(division == census_division) %>%arrange((F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
10001040100 10 001 040100 DE Delaware Kent County 3 South Region 5 South Atlantic Division 6468 2388 2272 868 6455 13.446940 0.2879 0 201 3230 6.222910 0.3819 0 708 2036 34.77407 0.6489 0 47 236 19.91525 0.07811 0 755 2272 33.23063 0.4315 0 691 4369 15.815976 0.5692 0 400 6594 6.066121 0.12090 0 688 10.636982 0.3706 0 1689 26.11317 0.6923 0 725 5107 14.19620 0.4566 0 209 1742 11.99770 0.3673 0 0 5993 0.0000000 0.1022 0 845 6468 13.06432 0.2341 0 2388 0 0.000000 0.1428 0 601 25.167504 0.8423 0 14 2272 0.6161972 0.3716 0 92 2272 4.049296 0.4329 0 0 6468 0.000000 0.3814 0 1.79140 0.2784 0 1.9890 0.2036 0 0.2341 0.2310 0 2.1710 0.3144 0 6.18550 0.2310 0
10001040201 10 001 040201 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5208 1953 1809 850 5183 16.399769 0.3672 0 147 2550 5.764706 0.3364 0 385 1323 29.10053 0.4581 0 222 486 45.67901 0.49650 0 607 1809 33.55445 0.4431 0 459 3090 14.854369 0.5386 0 435 5283 8.233958 0.19610 0 454 8.717358 0.2561 0 1588 30.49155 0.8927 0 537 3716 14.45102 0.4708 0 417 1343 31.04989 0.8599 0 69 4835 1.4270941 0.5240 0 1881 5208 36.11751 0.5689 0 1953 87 4.454685 0.5392 0 148 7.578085 0.6495 0 39 1809 2.1558872 0.6471 0 121 1809 6.688778 0.6124 0 0 5208 0.000000 0.3814 0 1.88140 0.3053 0 3.0035 0.7667 0 0.5689 0.5614 0 2.8296 0.6516 0 8.28340 0.5452 0
10001040202 10 001 040202 DE Delaware Kent County 3 South Region 5 South Atlantic Division 11385 4350 4041 1680 10992 15.283843 0.3360 0 475 5262 9.026986 0.6217 0 1237 3491 35.43397 0.6683 0 255 550 46.36364 0.51190 0 1492 4041 36.92155 0.5546 0 751 7545 9.953612 0.3559 0 803 12478 6.435326 0.13310 0 1756 15.423803 0.6665 0 3042 26.71937 0.7280 0 1556 9021 17.24864 0.6195 0 336 3110 10.80386 0.3143 0 62 10616 0.5840241 0.3482 0 3295 11385 28.94159 0.4817 0 4350 100 2.298851 0.4559 0 478 10.988506 0.6962 0 20 4041 0.4949270 0.3450 0 192 4041 4.751299 0.4900 0 387 11385 3.399209 0.8606 0 2.00130 0.3396 0 2.6765 0.5915 0 0.4817 0.4753 0 2.8477 0.6611 0 8.00720 0.5007 0
10001040203 10 001 040203 DE Delaware Kent County 3 South Region 5 South Atlantic Division 4643 1865 1718 1441 4597 31.346530 0.7241 0 99 2296 4.311847 0.2007 0 362 1223 29.59935 0.4754 0 271 495 54.74747 0.70810 0 633 1718 36.84517 0.5523 0 436 2783 15.666547 0.5647 0 258 5110 5.048924 0.08961 0 505 10.876588 0.3849 0 1390 29.93754 0.8755 0 646 3590 17.99443 0.6562 0 292 1181 24.72481 0.7632 0 20 4310 0.4640371 0.3134 0 1780 4643 38.33728 0.5942 0 1865 91 4.879357 0.5508 0 252 13.512064 0.7236 0 52 1718 3.0267753 0.7465 0 197 1718 11.466822 0.7913 0 0 4643 0.000000 0.3814 0 2.13141 0.3754 0 2.9932 0.7618 0 0.5942 0.5863 0 3.1936 0.8133 0 8.91241 0.6347 0
10001040502 10 001 040502 DE Delaware Kent County 3 South Region 5 South Atlantic Division 2087 921 921 192 2087 9.199808 0.1738 0 35 722 4.847645 0.2495 0 281 700 40.14286 0.7819 0 64 221 28.95928 0.17110 0 345 921 37.45928 0.5710 0 284 1546 18.369987 0.6484 0 119 2121 5.610561 0.10710 0 518 24.820316 0.9068 1 480 22.99952 0.4910 0 328 1527 21.48003 0.7959 0 173 680 25.44118 0.7769 0 100 1998 5.0050050 0.7960 0 560 2087 26.83277 0.4524 0 921 0 0.000000 0.1428 0 273 29.641694 0.8785 0 0 921 0.0000000 0.1488 0 30 921 3.257329 0.3600 0 0 2087 0.000000 0.3814 0 1.74980 0.2670 0 3.7666 0.9666 1 0.4524 0.4464 0 1.9115 0.2071 0 7.88030 0.4785 1
10001040700 10 001 040700 DE Delaware Kent County 3 South Region 5 South Atlantic Division 5156 2087 1886 932 4872 19.129721 0.4406 0 124 2364 5.245347 0.2851 0 333 1432 23.25419 0.2388 0 250 454 55.06608 0.71460 0 583 1886 30.91198 0.3534 0 235 3338 7.040144 0.2430 0 163 4592 3.549652 0.05032 0 838 16.252909 0.7083 0 1391 26.97828 0.7438 0 727 3334 21.80564 0.8072 0 388 1365 28.42491 0.8240 0 0 4742 0.0000000 0.1022 0 2285 5156 44.31730 0.6522 0 2087 175 8.385242 0.6301 0 0 0.000000 0.1809 0 0 1886 0.0000000 0.1488 0 164 1886 8.695652 0.7037 0 218 5156 4.228084 0.8778 0 1.37242 0.1720 0 3.1855 0.8417 0 0.6522 0.6436 0 2.5413 0.5026 0 7.75142 0.4583 0

The most vulnerable by themes 1-4 in 2020 were:

  • Florida

  • FLorida

  • Deleware

  • District of Columbia DC

The same is true for 2010 and in the same order. Notably, Deleware and DC ranked higher in themes 1 and 2 than in 2020, though Florida was still leading

The least vulnerable by themes 1-4 in 2020 and 2010 were all Deleware. This is due to Kent County, which showed to be the least vulnerable in each theme.

#Question 5

Load Data

svi_2010_state <- rank_variables(svi_2010, rank_by = "state", location = "FL")

svi_2020_state <- rank_variables(svi_2020, rank_by = "state", location = "FL")

svi_2010_state <- svi_theme_variables(svi_2010_state)
svi_2020_state <- svi_theme_variables(svi_2020_state)

svi_2010_state <- svi_theme_flags(svi_2010_state, .90)
svi_2020_state <- svi_theme_flags(svi_2020_state, .90)

2020-2010 Most Vulnerable Themes 1-4

2020 Most Vulnerable - Theme 1

svi_2020_state %>% arrange(desc(F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12011100501 12 011 100501 FL Florida Broward County 3 South Region 5 South Atlantic Division 1226 560 477 727 1226 59.29853 0.9820 1 65 584 11.13014 0.9139 1 146 274 53.28467 0.9867 1 126 203 62.06897 0.7675 0 272 477 57.02306 0.9561 1 194 793 24.46406 0.9062 1 393 1226 32.05546 0.9832 1 196 15.986949 0.39750 0 331 26.99837 0.8784 0 84 895 9.385475 0.14060 0 44 279 15.77061 0.5725 0 266 1168 22.773973 0.9429 1 912 1226 74.38825 0.8053 0 560 124 22.142857 0.7042 0 386 68.928571 0.9918 1 54 477 11.320755 0.9594 1 46 477 9.643606 0.7816 0 0 1226 0.0000000 0.2305 0 4.7414 0.9790 5 2.93190 0.7491 1 0.8053 0.7910 0 3.6675 0.9239 2 12.14610 0.9531 8
12086001702 12 086 001702 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 3896 1455 1339 1973 3896 50.64168 0.9534 1 285 2006 14.20738 0.9631 1 80 328 24.39024 0.4935 0 694 1011 68.64491 0.8856 0 774 1339 57.80433 0.9601 1 633 2414 26.22204 0.9261 1 1397 3896 35.85729 0.9914 1 404 10.369610 0.13430 0 1163 29.85113 0.9424 1 163 2733 5.964142 0.03599 0 500 830 60.24096 0.9986 1 626 3635 17.221458 0.9065 1 3815 3896 97.92094 0.9813 1 1455 654 44.948454 0.8699 0 43 2.955326 0.6264 0 80 1339 5.974608 0.8370 0 341 1339 25.466766 0.9702 1 45 3896 1.1550308 0.7642 0 4.7941 0.9800 5 3.01779 0.7878 3 0.9813 0.9640 1 4.0677 0.9710 1 12.86089 0.9757 10
12086002501 12 086 002501 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 6194 1947 1822 2943 6153 47.83033 0.9388 1 333 3010 11.06312 0.9122 1 111 546 20.32967 0.2959 0 845 1276 66.22257 0.8438 0 956 1822 52.46981 0.9116 1 2070 4269 48.48911 0.9964 1 1823 6194 29.43171 0.9715 1 799 12.899580 0.24920 0 1412 22.79625 0.7011 0 610 4782 12.756169 0.32650 0 298 1427 20.88297 0.7187 0 2041 5779 35.317529 0.9803 1 5900 6194 95.25347 0.9508 1 1947 143 7.344633 0.4828 0 0 0.000000 0.1867 0 143 1822 7.848518 0.8972 0 247 1822 13.556531 0.8749 0 20 6194 0.3228931 0.6217 0 4.7305 0.9786 5 2.97580 0.7684 1 0.9508 0.9340 1 3.0633 0.7423 0 11.72040 0.9336 7
12086010900 12 086 010900 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 6546 2071 1951 3484 6546 53.22334 0.9654 1 399 3179 12.55112 0.9444 1 178 478 37.23849 0.8704 0 894 1473 60.69246 0.7357 0 1072 1951 54.94618 0.9390 1 1482 4092 36.21701 0.9837 1 1846 6518 28.32157 0.9645 1 506 7.729911 0.06045 0 1887 28.82676 0.9244 1 919 4631 19.844526 0.71980 0 642 1608 39.92537 0.9656 1 2055 6172 33.295528 0.9743 1 6461 6546 98.70150 0.9892 1 2071 954 46.064703 0.8747 0 0 0.000000 0.1867 0 173 1951 8.867248 0.9232 1 225 1951 11.532547 0.8339 0 0 6546 0.0000000 0.2305 0 4.7970 0.9802 5 3.64455 0.9600 3 0.9892 0.9717 1 3.0490 0.7357 1 12.47975 0.9665 10
12095010500 12 095 010500 FL Florida Orange County 3 South Region 5 South Atlantic Division 975 715 433 698 975 71.58974 0.9976 1 44 342 12.86550 0.9494 1 73 78 93.58974 0.9990 1 215 355 60.56338 0.7345 0 288 433 66.51270 0.9921 1 258 745 34.63087 0.9787 1 249 975 25.53846 0.9439 1 196 20.102564 0.56750 0 198 20.30769 0.5699 0 338 777 43.500644 0.99780 1 75 233 32.18884 0.9128 1 9 868 1.036866 0.3137 0 963 975 98.76923 0.9899 1 715 109 15.244755 0.6190 0 0 0.000000 0.1867 0 16 433 3.695150 0.6884 0 143 433 33.025404 0.9894 1 0 975 0.0000000 0.2305 0 4.8617 0.9804 5 3.36170 0.9112 2 0.9899 0.9724 1 2.7140 0.5835 1 11.92730 0.9444 9
12095012000 12 095 012000 FL Florida Orange County 3 South Region 5 South Atlantic Division 8749 2473 2293 4165 8537 48.78763 0.9419 1 700 4391 15.94170 0.9748 1 352 884 39.81900 0.9054 1 849 1409 60.25550 0.7263 0 1201 2293 52.37680 0.9109 1 1238 5021 24.65644 0.9098 1 2461 8749 28.12893 0.9631 1 559 6.389302 0.03646 0 2714 31.02069 0.9587 1 1611 6035 26.694283 0.91310 1 654 1704 38.38028 0.9548 1 450 8262 5.446623 0.6894 0 8269 8749 94.51366 0.9429 1 2473 456 18.439143 0.6617 0 29 1.172665 0.5174 0 290 2293 12.647187 0.9731 1 425 2293 18.534671 0.9318 1 13 8749 0.1485884 0.5253 0 4.7005 0.9767 5 3.55246 0.9484 3 0.9429 0.9263 1 3.6093 0.9110 2 12.80516 0.9746 11

2020 Most Vulnerable - Theme 2

svi_2020_state %>% arrange(desc(F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12086011300 12 086 011300 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 9939 2869 2631 6970 9827 70.92704 0.9971 1 366 3535 10.353607 0.89110 0 62 468 13.24786 0.06541 0 1691 2163 78.17846 0.9719 1 1753 2631 66.62866 0.9923 1 2908 5711 50.919279 0.9976 1 3231 9937 32.514843 0.9846 1 755 7.596338 0.057330 0 3320 33.403763 0.98080 1 2060 6619.00 31.122526 0.97000 1 1123 1885.000 59.575597 0.9983 1 2020 8617 23.442033 0.9460 1 9594 9939.00 96.52883 0.9638 1 2869 572 19.93726 0.6783 0 67 2.3353085 0.6000 0 459 2631 17.4458381 0.9916 1 693 2631.000 26.339795 0.9741 1 27 9939 0.2716571 0.6004 0 4.86270 0.9807 4 3.952430 0.9781 4 0.9638 0.9468 1 3.8444 0.9515 2 13.62333 0.9802 11
12011030301 12 011 030301 FL Florida Broward County 3 South Region 5 South Atlantic Division 3377 1327 1173 1593 3361 47.39661 0.9366 1 102 1882 5.419766 0.57540 0 71 226 31.41593 0.74390 0 625 947 65.99789 0.8402 0 696 1173 59.33504 0.9707 1 554 2035 27.223587 0.9355 1 1393 3377 41.249630 0.9976 1 103 3.050044 0.008395 0 1053 31.181522 0.96140 1 137 2324.00 5.895009 0.03383 0 351 729.000 48.148148 0.9858 1 900 2960 30.405405 0.9674 1 2545 3377.00 75.36275 0.8103 0 1327 865 65.18463 0.9378 1 0 0.0000000 0.1867 0 147 1173 12.5319693 0.9719 1 113 1173.000 9.633419 0.7808 0 0 3377 0.0000000 0.2305 0 4.41580 0.9486 4 2.956825 0.7592 3 0.8103 0.7960 0 3.1077 0.7597 2 11.29063 0.8985 9
12011050309 12 011 050309 FL Florida Broward County 3 South Region 5 South Atlantic Division 2669 914 880 1652 2669 61.89584 0.9882 1 9 1280 0.703125 0.02974 0 109 320 34.06250 0.80590 0 514 560 91.78571 0.9966 1 623 880 70.79545 0.9966 1 762 1445 52.733564 0.9983 1 712 2669 26.676658 0.9535 1 65 2.435369 0.006716 0 970 36.343200 0.99180 1 95 1699.00 5.591524 0.02975 0 422 651.000 64.823349 0.9995 1 714 2463 28.989038 0.9635 1 2632 2669.00 98.61371 0.9885 1 914 325 35.55799 0.8182 0 428 46.8271335 0.9477 1 78 880 8.8636364 0.9229 1 77 880.000 8.750000 0.7489 0 0 2669 0.0000000 0.2305 0 3.96634 0.8815 4 2.991266 0.7762 3 0.9885 0.9710 1 3.6682 0.9244 2 11.61431 0.9246 10
12011060213 12 011 060213 FL Florida Broward County 3 South Region 5 South Atlantic Division 4944 3863 3038 1921 4944 38.85518 0.8582 0 305 1740 17.528736 0.98340 1 1191 2859 41.65792 0.92490 1 135 179 75.41899 0.9548 1 1326 3038 43.64714 0.7738 0 331 4414 7.498867 0.3939 0 300 4944 6.067961 0.1837 0 2638 53.357605 0.949600 1 318 6.432039 0.07028 0 1414 4626.00 30.566364 0.96350 1 72 1382.000 5.209841 0.1518 0 831 4944 16.808252 0.9038 1 3499 4944.00 70.77265 0.7801 0 3863 3499 90.57727 0.9846 1 25 0.6471654 0.4535 0 17 3038 0.5595787 0.2593 0 290 3038.000 9.545754 0.7775 0 0 4944 0.0000000 0.2305 0 3.19300 0.7008 1 3.038980 0.7958 3 0.7801 0.7663 0 2.7054 0.5795 1 9.71748 0.7423 5
12011110335 12 011 110335 FL Florida Broward County 3 South Region 5 South Atlantic Division 11730 7237 6838 5452 11730 46.47911 0.9287 1 106 3364 3.151011 0.29120 0 2343 4622 50.69234 0.98040 1 1447 2216 65.29783 0.8260 0 3790 6838 55.42556 0.9426 1 946 11062 8.551799 0.4555 0 1068 11730 9.104859 0.3502 0 7591 64.714407 0.976000 1 362 3.086104 0.03262 0 3287 11367.89 28.914775 0.94630 1 233 2771.692 8.406418 0.2822 0 2449 11634 21.050370 0.9343 1 8787 11729.69 74.91244 0.8077 0 7237 6593 91.10129 0.9858 1 77 1.0639768 0.5088 0 197 6838 2.8809593 0.6178 0 1530 6838.081 22.374697 0.9602 1 0 11730 0.0000000 0.2305 0 2.96820 0.6426 2 3.171420 0.8469 3 0.8077 0.7934 0 3.3031 0.8278 2 10.25042 0.8016 7
12015010302 12 015 010302 FL Florida Charlotte County 3 South Region 5 South Atlantic Division 4899 2424 1978 2227 4731 47.07250 0.9345 1 133 1712 7.768692 0.77600 0 214 1160 18.44828 0.21600 0 601 818 73.47188 0.9404 1 815 1978 41.20324 0.7208 0 399 2956 13.497970 0.6709 0 568 4870 11.663244 0.5136 0 1213 24.760155 0.700600 0 1384 28.250663 0.91270 1 930 3486.00 26.678141 0.91270 1 399 1054.000 37.855787 0.9510 1 106 4548 2.330695 0.4876 0 1766 4899.00 36.04817 0.4748 0 2424 523 21.57591 0.6992 0 392 16.1716172 0.7966 0 33 1978 1.6683519 0.4631 0 146 1978.000 7.381193 0.6920 0 49 4899 1.0002041 0.7501 0 3.61580 0.8106 1 3.964600 0.9783 3 0.4748 0.4664 0 3.4010 0.8587 0 11.45620 0.9126 4

2020 Most Vulnerable - Theme 3

svi_2020_state %>% arrange(desc(F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000600 12 001 000600 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5343 2160 1884 2984 5309 56.20644 0.9748 1 197 1980 9.949495 0.8808 0 153 698 21.91977 0.3688 0 671 1186 56.57673 0.6434 0 824 1884 43.73673 0.7758 0 541 2988 18.10576 0.7988 0 712 5338 13.33833 0.6011 0 577 10.799176 0.15090 0 1911 35.76642 0.9909 1 752 3427.000 21.943391 0.79560 0 615 1325.000 46.41509 0.9837 1 0 4651 0.000000 0.05181 0 5104 5343.000 95.52686 0.9530 1 2160 267 12.361111 0.5765 0 33 1.527778 0.5505 0 22 1884 1.167728 0.3796 0 465 1884.000 24.681529 0.9681 1 21 5343 0.3930376 0.6426 0 4.0313 0.8919 1 2.97291 0.7665 2 0.9530 0.9362 1 3.1173 0.7640 1 11.07451 0.8782 5
12011010304 12 011 010304 FL Florida Broward County 3 South Region 5 South Atlantic Division 4497 1132 1107 1072 4445 24.11699 0.5875 0 192 2384 8.053691 0.7931 0 211 635 33.22835 0.7888 0 296 472 62.71186 0.7792 0 507 1107 45.79946 0.8154 0 583 2843 20.50651 0.8448 0 781 4432 17.62184 0.7776 0 567 12.608406 0.23460 0 1380 30.68712 0.9535 1 526 3052.000 17.234600 0.58400 0 297 746.000 39.81233 0.9652 1 262 4109 6.376247 0.72700 0 4252 4497.000 94.55192 0.9434 1 1132 307 27.120141 0.7601 0 0 0.000000 0.1867 0 220 1107 19.873532 0.9966 1 87 1107.000 7.859079 0.7148 0 42 4497 0.9339560 0.7421 0 3.8184 0.8550 0 3.46430 0.9336 2 0.9434 0.9267 1 3.4003 0.8582 1 11.62640 0.9260 4
12011020404 12 011 020404 FL Florida Broward County 3 South Region 5 South Atlantic Division 9261 2832 2712 2380 9217 25.82185 0.6295 0 363 5095 7.124632 0.7263 0 868 1935 44.85788 0.9541 1 585 777 75.28958 0.9543 1 1453 2712 53.57670 0.9270 1 924 5913 15.62659 0.7359 0 1691 9261 18.25937 0.7978 0 768 8.292841 0.07388 0 2727 29.44606 0.9345 1 474 6534.000 7.254362 0.06334 0 673 1982.000 33.95560 0.9291 1 821 8515 9.641809 0.81170 0 8320 9261.000 89.83911 0.9024 1 2832 141 4.978814 0.4257 0 0 0.000000 0.1867 0 177 2712 6.526549 0.8586 0 54 2712.000 1.991150 0.2513 0 27 9261 0.2915452 0.6082 0 3.8165 0.8544 1 2.81252 0.6843 2 0.9024 0.8865 1 2.3305 0.4104 0 9.86192 0.7585 4
12011020405 12 011 020405 FL Florida Broward County 3 South Region 5 South Atlantic Division 4735 1591 1482 1557 4699 33.13471 0.7749 0 214 2831 7.559166 0.7582 0 562 1037 54.19479 0.9877 1 248 445 55.73034 0.6206 0 810 1482 54.65587 0.9361 1 942 3049 30.89538 0.9631 1 1552 4735 32.77719 0.9854 1 330 6.969377 0.04605 0 1115 23.54805 0.7443 0 460 3620.000 12.707182 0.32200 0 237 877.000 27.02395 0.8590 0 663 4278 15.497896 0.89280 0 4348 4735.000 91.82682 0.9187 1 1591 37 2.325581 0.3419 0 0 0.000000 0.1867 0 55 1482 3.711201 0.6903 0 23 1482.000 1.551957 0.1988 0 17 4735 0.3590285 0.6328 0 4.4177 0.9496 3 2.86415 0.7112 0 0.9187 0.9025 1 2.0505 0.2832 0 10.25105 0.8019 4
12011020412 12 011 020412 FL Florida Broward County 3 South Region 5 South Atlantic Division 2935 1136 989 1135 2935 38.67121 0.8558 0 139 1841 7.550244 0.7575 0 93 264 35.22727 0.8307 0 544 725 75.03448 0.9531 1 637 989 64.40849 0.9878 1 390 2027 19.24026 0.8230 0 1082 2935 36.86542 0.9935 1 183 6.235094 0.03502 0 606 20.64736 0.5855 0 161 2329.000 6.912838 0.05374 0 184 629.000 29.25278 0.8866 0 529 2778 19.042477 0.92180 1 2790 2935.000 95.05963 0.9477 1 1136 68 5.985915 0.4502 0 0 0.000000 0.1867 0 88 989 8.897877 0.9236 1 121 989.000 12.234580 0.8526 0 0 2935 0.0000000 0.2305 0 4.4176 0.9494 2 2.48266 0.4784 1 0.9477 0.9310 1 2.6436 0.5527 1 10.49156 0.8224 5
12011020413 12 011 020413 FL Florida Broward County 3 South Region 5 South Atlantic Division 7615 2783 2596 1685 7601 22.16814 0.5289 0 324 4348 7.451702 0.7508 0 398 1144 34.79021 0.8211 0 1054 1453 72.53957 0.9318 1 1452 2597 55.91067 0.9457 1 720 4628 15.55748 0.7337 0 1551 7615 20.36770 0.8611 0 650 8.535785 0.08036 0 1894 24.87196 0.7990 0 628 5721.123 10.976866 0.22220 0 570 1721.308 33.11435 0.9200 1 273 7311 3.734099 0.59610 0 6848 7615.107 89.92651 0.9036 1 2783 1483 53.287819 0.9052 1 0 0.000000 0.1867 0 105 2596 4.044684 0.7162 0 63 2596.364 2.426470 0.3022 0 0 7615 0.0000000 0.2305 0 3.8202 0.8558 1 2.61766 0.5635 1 0.9036 0.8876 1 2.3408 0.4144 1 9.68226 0.7373 4

2020 Most Vulnerable - Theme 4

svi_2020_state %>% arrange(desc(F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12057004000 12 057 004000 FL Florida Hillsborough County 3 South Region 5 South Atlantic Division 1113 522 497 704 1039 67.75746 0.9952 1 0 326 0.000000 0.008395 0 4 4 100.00000 0.99960 1 193 493 39.14807 0.2364 0 197 497 39.63783 0.6783 0 339 862 39.32715 0.9902 1 49 1039 4.716073 0.1207 0 292 26.235400 0.7314 0 180 16.17251 0.3540 0 344 859 40.04657 0.9957 1 42 221 19.00452 0.6707 0 117 977 11.975435 0.8489 0 891 1113 80.05391 0.8396 0 522 361 69.15709 0.9467 1 0 0 0.1867 0 40 497 8.048290 0.9016 1 168 497 33.80282 0.9902 1 74 1113 6.648697 0.9388 1 2.792795 0.5918 2 3.6007 0.9543 1 0.8396 0.8247 0 3.9640 0.9625 4 11.19709 0.8912 7
12086000124 12 086 000124 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 3674 1396 1244 961 3101 30.99000 0.7401 0 169 2000 8.450000 0.813900 0 51 373 13.67292 0.07434 0 550 871 63.14581 0.7874 0 601 1244 48.31190 0.8567 0 324 2509 12.91351 0.6522 0 979 3587 27.293003 0.9568 1 541 14.725095 0.3454 0 432 11.75830 0.1773 0 315 2688 11.71875 0.2625 0 106 655 16.18321 0.5849 0 764 3493 21.872316 0.9386 1 3215 3674 87.50680 0.8866 0 1396 1139 81.59026 0.9690 1 0 0 0.1867 0 154 1244 12.379421 0.9714 1 208 1244 16.72026 0.9157 1 554 3674 15.078933 0.9676 1 4.019700 0.8893 1 2.3087 0.3621 1 0.8866 0.8709 0 4.0104 0.9675 4 11.22540 0.8931 6
12086000306 12 086 000306 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 4959 1932 1617 2149 4726 45.47186 0.9196 1 191 2174 8.785649 0.833300 0 106 456 23.24561 0.43500 0 804 1161 69.25065 0.8948 0 910 1617 56.27706 0.9491 1 738 3321 22.22222 0.8741 0 1104 4726 23.360135 0.9187 1 778 15.688647 0.3852 0 1289 25.99314 0.8448 0 448 3437 13.03462 0.3426 0 370 974 37.98768 0.9522 1 833 4480 18.593750 0.9182 1 4578 4959 92.31700 0.9223 1 1932 1209 62.57764 0.9318 1 0 0 0.1867 0 249 1617 15.398887 0.9844 1 356 1617 22.01608 0.9582 1 241 4959 4.859851 0.9189 1 4.494800 0.9581 3 3.4430 0.9286 2 0.9223 0.9060 1 3.9800 0.9642 4 12.84010 0.9755 10
12086000505 12 086 000505 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 5308 1801 1740 2427 5057 47.99288 0.9395 1 127 2577 4.928211 0.525500 0 261 659 39.60546 0.90320 1 785 1081 72.61795 0.9332 1 1046 1740 60.11494 0.9733 1 1335 3867 34.52289 0.9779 1 1234 5077 24.305692 0.9326 1 1070 20.158252 0.5697 0 957 18.02939 0.4466 0 781 4120 18.95631 0.6809 0 164 1211 13.54253 0.4843 0 2354 5178 45.461568 0.9921 1 5194 5308 97.85230 0.9808 1 1801 1236 68.62854 0.9460 1 0 0 0.1867 0 264 1740 15.172414 0.9834 1 296 1740 17.01149 0.9186 1 231 5308 4.351922 0.9127 1 4.348800 0.9418 4 3.1736 0.8476 1 0.9808 0.9635 1 3.9474 0.9609 4 12.45060 0.9649 10
12086001005 12 086 001005 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 1980 842 794 832 1777 46.82048 0.9326 1 57 642 8.878505 0.838800 0 67 222 30.18018 0.70640 0 319 572 55.76923 0.6217 0 386 794 48.61461 0.8600 0 331 1551 21.34107 0.8573 0 179 1777 10.073157 0.4133 0 713 36.010101 0.8563 0 269 13.58586 0.2365 0 337 1508 22.34748 0.8081 0 61 337 18.10089 0.6430 0 164 1906 8.604407 0.7882 0 1921 1980 97.02020 0.9722 1 842 475 56.41330 0.9143 1 0 0 0.1867 0 73 794 9.193955 0.9289 1 225 794 28.33753 0.9798 1 211 1980 10.656566 0.9575 1 3.902000 0.8695 1 3.3321 0.9011 0 0.9722 0.9550 1 3.9672 0.9630 4 12.17350 0.9552 6
12086002800 12 086 002800 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 1208 525 397 705 1208 58.36093 0.9803 1 44 572 7.692308 0.769200 0 11 11 100.00000 0.99960 1 246 386 63.73057 0.7989 0 257 397 64.73552 0.9882 1 278 927 29.98921 0.9563 1 344 1176 29.251701 0.9707 1 115 9.519868 0.1084 0 181 14.98344 0.2998 0 190 995 19.09548 0.6888 0 63 170 37.05882 0.9464 1 161 1164 13.831615 0.8729 0 1032 1208 85.43046 0.8731 0 525 425 80.95238 0.9676 1 21 4 0.6567 0 44 397 11.083123 0.9568 1 77 397 19.39547 0.9419 1 309 1208 25.579470 0.9777 1 4.664700 0.9748 4 2.9163 0.7406 1 0.8731 0.8577 0 4.5007 0.9809 4 12.95480 0.9764 9

2010 Most Vulnerable - Theme 1

svi_2010_state %>% arrange(desc(F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12011041700 12 011 041700 FL Florida Broward County 3 South Region 5 South Atlantic Division 4138 1663 1379 2657 3997 66.47486 0.9875 1 473 2101 22.51309 0.9779 1 118 220 53.63636 0.89760 0 926 1159 79.89646 0.9636 1 1044 1379 75.70703 0.9971 1 752 2417 31.11295 0.9153 1 1901 3777 50.33095 0.9909 1 128 3.093282 0.02495 0 1207 29.16868 0.8750 0 586 2645 22.15501 0.8365 0 376 703 53.48506 0.9889 1 563 3789 14.85880 0.8822 0 3366 4138 81.34364 0.8712 0 1663 134 8.057727 0.5150 0 0 0.0000000 0.1910 0 215 1379 15.591008 0.9894 1 358 1379 25.96084 0.9678 1 634 4138 15.321411 0.9628 1 4.8687 0.9790 5 3.60755 0.9468 1 0.8712 0.8556 0 3.6260 0.9237 3 12.97345 0.9743 9
12021011205 12 021 011205 FL Florida Collier County 3 South Region 5 South Atlantic Division 2524 959 600 2130 2509 84.89438 0.9988 1 123 701 17.54636 0.9308 1 6 42 14.28571 0.01194 0 359 558 64.33692 0.7797 0 365 600 60.83333 0.9390 1 1033 1307 79.03596 0.9998 1 998 2448 40.76797 0.9546 1 263 10.419968 0.29220 0 967 38.31220 0.9923 1 258 1478 17.45602 0.6351 0 136 412 33.00971 0.8981 0 818 2168 37.73063 0.9775 1 2507 2524 99.32647 0.9916 1 959 97 10.114703 0.5518 0 29 3.0239833 0.6099 0 130 600 21.666667 0.9969 1 97 600 16.16667 0.9060 1 0 2524 0.000000 0.4015 0 4.8230 0.9779 5 3.79520 0.9673 2 0.9916 0.9739 1 3.4661 0.8883 2 13.07590 0.9748 10
12081000103 12 081 000103 FL Florida Manatee County 3 South Region 5 South Atlantic Division 5336 1706 1502 2913 5031 57.90101 0.9702 1 497 2472 20.10518 0.9640 1 385 599 64.27379 0.97780 1 525 903 58.13953 0.6438 0 910 1502 60.58589 0.9368 1 1508 3028 49.80185 0.9911 1 2298 4684 49.06063 0.9880 1 437 8.189655 0.17320 0 1620 30.35982 0.9101 1 544 3446 15.78642 0.5395 0 400 1028 38.91051 0.9418 1 873 4661 18.72989 0.9158 1 3466 5336 64.95502 0.7877 0 1706 195 11.430246 0.5760 0 0 0.0000000 0.1910 0 232 1502 15.446072 0.9887 1 202 1502 13.44873 0.8657 0 276 5336 5.172414 0.9098 1 4.8501 0.9786 5 3.48040 0.9256 3 0.7877 0.7736 0 3.5312 0.9044 2 12.64940 0.9677 10
12081000106 12 081 000106 FL Florida Manatee County 3 South Region 5 South Atlantic Division 3255 1150 856 1701 3120 54.51923 0.9560 1 244 1506 16.20186 0.9087 1 212 349 60.74499 0.96140 1 324 507 63.90533 0.7732 0 536 856 62.61682 0.9543 1 1018 1786 56.99888 0.9971 1 1869 3834 48.74804 0.9873 1 183 5.622120 0.06908 0 1099 33.76344 0.9669 1 435 2334 18.63753 0.6934 0 261 627 41.62679 0.9579 1 584 2910 20.06873 0.9252 1 2560 3255 78.64823 0.8570 0 1150 14 1.217391 0.2983 0 153 13.3043478 0.7521 0 104 856 12.149533 0.9755 1 129 856 15.07009 0.8916 0 123 3255 3.778802 0.8877 0 4.8034 0.9771 5 3.61248 0.9479 3 0.8570 0.8417 0 3.8052 0.9536 1 13.07808 0.9750 9
12086000711 12 086 000711 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 6191 2081 1890 2856 6170 46.28849 0.9176 1 445 2691 16.53660 0.9157 1 414 750 55.20000 0.91530 1 943 1140 82.71930 0.9742 1 1357 1890 71.79894 0.9925 1 1693 4437 38.15641 0.9647 1 1922 5276 36.42911 0.9177 1 1299 20.982071 0.71360 0 1174 18.96301 0.3874 0 844 4390 19.22551 0.7174 0 330 1657 19.91551 0.6797 0 2827 5853 48.30002 0.9899 1 6146 6191 99.27314 0.9906 1 2081 590 28.351754 0.7802 0 0 0.0000000 0.1910 0 185 1890 9.788360 0.9524 1 235 1890 12.43386 0.8428 0 0 6191 0.000000 0.4015 0 4.7082 0.9724 5 3.48800 0.9277 1 0.9906 0.9729 1 3.1679 0.7972 1 12.35470 0.9552 8
12086000807 12 086 000807 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 3741 1555 1538 2321 3741 62.04223 0.9817 1 322 1467 21.94956 0.9745 1 68 154 44.15584 0.71190 0 865 1384 62.50000 0.7428 0 933 1538 60.66320 0.9373 1 1433 2942 48.70836 0.9899 1 1691 3987 42.41284 0.9647 1 564 15.076183 0.53150 0 529 14.14060 0.2065 0 819 3277 24.99237 0.9037 1 227 933 24.33012 0.7817 0 1924 3531 54.48881 0.9959 1 3560 3741 95.16172 0.9472 1 1555 521 33.504823 0.8165 0 15 0.9646302 0.4929 0 77 1538 5.006502 0.8265 0 486 1538 31.59948 0.9813 1 540 3741 14.434643 0.9599 1 4.8481 0.9783 5 3.41930 0.9119 2 0.9472 0.9303 1 4.0771 0.9741 2 13.29170 0.9776 10

2010 Most Vulnerable - Theme 2

svi_2010_state %>% arrange(desc(F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12057012900 12 057 012900 FL Florida Hillsborough County 3 South Region 5 South Atlantic Division 2972 1159 944 1371 2972 46.13055 0.9164 1 119 1168 10.188356 0.6559 0 248 592 41.89189 0.6410 0 185 352 52.55682 0.4995 0 433 944 45.86864 0.6253 0 644 1609 40.02486 0.9707 1 543 2585 21.00580 0.5864 0 386 12.987887 0.43030 0 973 32.73890 0.9571 1 645 1838 35.092492 0.98850 1 309 638 48.43260 0.9788 1 505 2829 17.8508307 0.9105 1 2644 2972 88.96366 0.9067 1 1159 125 10.785160 0.5667 0 0 0.000000 0.1910 0 98 944 10.381356 0.9589 1 152 944 16.101695 0.9058 1 0 2972 0 0.4015 0 3.7547 0.8287 2 4.26520 0.9783 4 0.9067 0.8905 1 3.0239 0.7373 2 11.95050 0.9380 9
12009062302 12 009 062302 FL Florida Brevard County 3 South Region 5 South Atlantic Division 3598 1741 1489 1940 3403 57.00852 0.9661 1 95 1367 6.949524 0.3869 0 200 511 39.13894 0.5578 0 459 978 46.93252 0.3586 0 659 1489 44.25789 0.5650 0 365 2167 16.84356 0.6663 0 766 3615 21.18949 0.5929 0 436 12.117843 0.38260 0 1160 32.24013 0.9494 1 690 2576 26.785714 0.93540 1 466 875 53.25714 0.9877 1 149 3341 4.4597426 0.6493 0 1607 3598 44.66370 0.6529 0 1741 421 24.181505 0.7379 0 0 0.000000 0.1910 0 130 1489 8.730692 0.9356 1 201 1489 13.498993 0.8669 0 0 3598 0 0.4015 0 3.1772 0.6966 1 3.90440 0.9722 3 0.6529 0.6412 0 3.1329 0.7854 1 10.86740 0.8542 5
12011020412 12 011 020412 FL Florida Broward County 3 South Region 5 South Atlantic Division 3817 1210 1010 2299 3817 60.23055 0.9764 1 194 1920 10.104167 0.6499 0 346 436 79.35780 0.9947 1 443 574 77.17770 0.9467 1 789 1010 78.11881 0.9974 1 508 2131 23.83857 0.8167 0 1722 3566 48.28940 0.9863 1 117 3.065234 0.02447 0 1243 32.56484 0.9549 1 198 2537 7.804494 0.09412 0 276 827 33.37364 0.9017 1 892 3591 24.8398775 0.9458 1 3599 3817 94.28871 0.9410 1 1210 49 4.049587 0.4297 0 0 0.000000 0.1910 0 51 1010 5.049505 0.8291 0 108 1010 10.693069 0.8075 0 0 3817 0 0.4015 0 4.4267 0.9497 3 2.92099 0.7251 3 0.9410 0.9241 1 2.6588 0.5706 0 10.94749 0.8589 7
12011030402 12 011 030402 FL Florida Broward County 3 South Region 5 South Atlantic Division 3615 1588 1268 1995 3517 56.72448 0.9652 1 201 1596 12.593985 0.7992 0 87 216 40.27778 0.5916 0 726 1052 69.01141 0.8542 0 813 1268 64.11672 0.9666 1 785 2052 38.25536 0.9652 1 1561 3651 42.75541 0.9671 1 308 8.520055 0.19260 0 1210 33.47165 0.9647 1 629 2283 27.551467 0.94290 1 387 737 52.51018 0.9865 1 366 3397 10.7742125 0.8287 0 3486 3615 96.43154 0.9599 1 1588 534 33.627204 0.8177 0 0 0.000000 0.1910 0 118 1268 9.305994 0.9450 1 345 1268 27.208202 0.9721 1 0 3615 0 0.4015 0 4.6633 0.9696 4 3.91540 0.9736 3 0.9599 0.9428 1 3.3273 0.8481 2 12.86590 0.9722 10
12011041000 12 011 041000 FL Florida Broward County 3 South Region 5 South Atlantic Division 2738 1047 961 1196 2738 43.68152 0.8959 0 159 1065 14.929578 0.8792 0 210 592 35.47297 0.4302 0 224 369 60.70461 0.7034 0 434 961 45.16129 0.5987 0 416 1653 25.16636 0.8412 0 552 2863 19.28047 0.5190 0 513 18.736304 0.65050 0 832 30.38714 0.9110 1 501 1853 27.037237 0.93780 1 306 715 42.79720 0.9620 1 0 2507 0.0000000 0.0626 0 2684 2738 98.02776 0.9755 1 1047 53 5.062082 0.4571 0 0 0.000000 0.1910 0 64 961 6.659729 0.8923 0 82 961 8.532778 0.7296 0 0 2738 0 0.4015 0 3.7340 0.8245 0 3.52390 0.9331 3 0.9755 0.9581 1 2.6715 0.5757 0 10.90490 0.8563 4
12011041500 12 011 041500 FL Florida Broward County 3 South Region 5 South Atlantic Division 3524 1588 1331 2495 3524 70.80023 0.9921 1 436 1426 30.575035 0.9933 1 80 80 100.00000 0.9986 1 802 1251 64.10871 0.7761 0 882 1331 66.26597 0.9767 1 836 1909 43.79256 0.9815 1 636 3088 20.59585 0.5696 0 379 10.754824 0.31130 0 1186 33.65494 0.9662 1 712 2053 34.680955 0.98730 1 442 676 65.38462 0.9981 1 18 3066 0.5870841 0.2255 0 3478 3524 98.69467 0.9851 1 1588 237 14.924433 0.6322 0 32 2.015113 0.5671 0 132 1331 9.917355 0.9539 1 495 1331 37.190083 0.9899 1 0 3524 0 0.4015 0 4.5132 0.9583 4 3.48840 0.9279 3 0.9851 0.9675 1 3.5446 0.9069 2 12.53130 0.9635 10

2010 Most Vulnerable - Theme 3

svi_2010_state %>% arrange(desc(F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000600 12 001 000600 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4650 1765 1632 2542 4642 54.76088 0.9582 1 462 1708 27.04918 0.9890 1 225 712 31.60112 0.2948 0 603 920 65.54348 0.8002 0 828 1632 50.73529 0.7642 0 464 2278 20.36874 0.7507 0 844 4305 19.60511 0.5338 0 458 9.849462 0.26460 0 1890 40.64516 0.9957 1 627 2737 22.908294 0.85520 0 789 1301 60.64566 0.9969 1 0 3932 0.000000 0.0626 0 4347 4650 93.48387 0.9343 1 1765 335 18.980170 0.6824 0 11 0.6232295 0.4463 0 146 1632 8.946078 0.9399 1 396 1632 24.264706 0.9632 1 0 4650 0 0.4015 0 3.9959 0.8784 2 3.17500 0.8339 2 0.9343 0.9176 1 3.4333 0.8808 2 11.53850 0.9110 7
12011010304 12 011 010304 FL Florida Broward County 3 South Region 5 South Atlantic Division 2895 1159 915 1542 2895 53.26425 0.9515 1 233 1655 14.07855 0.8540 0 304 548 55.47445 0.9177 1 285 367 77.65668 0.9496 1 589 915 64.37158 0.9673 1 589 1718 34.28405 0.9434 1 1333 3231 41.25658 0.9585 1 194 6.701209 0.10890 0 684 23.62694 0.6385 0 280 2440 11.475410 0.28240 0 219 608 36.01974 0.9252 1 550 2774 19.826965 0.9242 1 2552 2895 88.15199 0.9026 1 1159 436 37.618637 0.8424 0 0 0.0000000 0.1910 0 80 915 8.743169 0.9361 1 23 915 2.513661 0.3040 0 0 2895 0 0.4015 0 4.6747 0.9706 4 2.87920 0.7055 2 0.9026 0.8865 1 2.6750 0.5767 1 11.13150 0.8770 8
12011020412 12 011 020412 FL Florida Broward County 3 South Region 5 South Atlantic Division 3817 1210 1010 2299 3817 60.23055 0.9764 1 194 1920 10.10417 0.6499 0 346 436 79.35780 0.9947 1 443 574 77.17770 0.9467 1 789 1010 78.11881 0.9974 1 508 2131 23.83857 0.8167 0 1722 3566 48.28940 0.9863 1 117 3.065234 0.02447 0 1243 32.56484 0.9549 1 198 2537 7.804494 0.09412 0 276 827 33.37364 0.9017 1 892 3591 24.839878 0.9458 1 3599 3817 94.28871 0.9410 1 1210 49 4.049587 0.4297 0 0 0.0000000 0.1910 0 51 1010 5.049505 0.8291 0 108 1010 10.693069 0.8075 0 0 3817 0 0.4015 0 4.4267 0.9497 3 2.92099 0.7251 3 0.9410 0.9241 1 2.6588 0.5706 0 10.94749 0.8589 7
12011030401 12 011 030401 FL Florida Broward County 3 South Region 5 South Atlantic Division 3330 1100 1039 1149 3300 34.81818 0.7945 0 162 1290 12.55814 0.7976 0 387 788 49.11168 0.8292 0 117 251 46.61355 0.3530 0 504 1039 48.50818 0.7092 0 725 2121 34.18199 0.9422 1 1028 3213 31.99502 0.8601 0 584 17.537537 0.61860 0 991 29.75976 0.8918 0 767 2636 29.097117 0.95990 1 138 861 16.02787 0.5539 0 287 3135 9.154705 0.7978 0 3161 3330 94.92492 0.9446 1 1100 0 0.000000 0.1073 0 0 0.0000000 0.1910 0 30 1039 2.887392 0.6758 0 139 1039 13.378248 0.8623 0 0 3330 0 0.4015 0 4.1036 0.8942 1 3.82200 0.9691 1 0.9446 0.9277 1 2.2379 0.3552 0 11.10810 0.8754 3
12011030402 12 011 030402 FL Florida Broward County 3 South Region 5 South Atlantic Division 3615 1588 1268 1995 3517 56.72448 0.9652 1 201 1596 12.59398 0.7992 0 87 216 40.27778 0.5916 0 726 1052 69.01141 0.8542 0 813 1268 64.11672 0.9666 1 785 2052 38.25536 0.9652 1 1561 3651 42.75541 0.9671 1 308 8.520055 0.19260 0 1210 33.47165 0.9647 1 629 2283 27.551467 0.94290 1 387 737 52.51018 0.9865 1 366 3397 10.774213 0.8287 0 3486 3615 96.43154 0.9599 1 1588 534 33.627204 0.8177 0 0 0.0000000 0.1910 0 118 1268 9.305994 0.9450 1 345 1268 27.208202 0.9721 1 0 3615 0 0.4015 0 4.6633 0.9696 4 3.91540 0.9736 3 0.9599 0.9428 1 3.3273 0.8481 2 12.86590 0.9722 10
12011040901 12 011 040901 FL Florida Broward County 3 South Region 5 South Atlantic Division 4563 1598 1410 2510 4508 55.67879 0.9623 1 299 1822 16.41054 0.9135 1 257 604 42.54967 0.6598 0 616 806 76.42680 0.9428 1 873 1410 61.91489 0.9478 1 1179 2605 45.25912 0.9842 1 1542 4870 31.66324 0.8545 0 533 11.680912 0.36000 0 1440 31.55819 0.9384 1 723 3447 20.974761 0.78800 0 270 882 30.61224 0.8709 0 543 4081 13.305562 0.8654 0 4412 4563 96.69077 0.9626 1 1598 251 15.707134 0.6452 0 0 0.0000000 0.1910 0 133 1410 9.432624 0.9474 1 231 1410 16.382979 0.9072 1 0 4563 0 0.4015 0 4.6623 0.9694 4 3.82270 0.9694 1 0.9626 0.9453 1 3.0923 0.7670 2 12.53990 0.9640 8

2010 Most Vulnerable - Theme 4

svi_2010_state %>% arrange(desc(F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12086004204 12 086 004204 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 2344 1738 1267 769 2344 32.80717 0.7635 0 117 1544 7.577720 0.4409 0 196 422 46.44550 0.7749 0 421 845 49.82249 0.4288 0 617 1267 48.69771 0.7138 0 365 2007 18.186348 0.70030 0 774 2422 31.957060 0.85930 0 295 12.5853242 0.409200 0 188 8.020478 0.08275 0 101 2120 4.764151 0.02353 0 41 380 10.78947 0.3412 0 605 2198 27.5250227 0.9542 1 1649 2344 70.34983 0.8179 0 1738 1349 77.61795 0.9649 1 14 0.8055236 0.4723 0 132 1267 10.418311 0.9591 1 548 1267 43.25178 0.9945 1 177 2344 7.551195 0.9328 1 3.47780 0.7675 0 1.810880 0.125300 1 0.8179 0.8033 0 4.3236 0.9795 4 10.430180 0.8040 5
12086004206 12 086 004206 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 2050 1651 1050 825 2050 40.24390 0.8664 0 182 1238 14.701131 0.8732 0 190 238 79.83193 0.9952 1 265 812 32.63547 0.1385 0 455 1050 43.33333 0.5346 0 536 1718 31.199069 0.91630 1 716 1881 38.064859 0.93330 1 311 15.1707317 0.534400 0 241 11.756098 0.14580 0 298 1637 18.204032 0.67080 0 81 362 22.37569 0.7442 0 518 2000 25.9000000 0.9496 1 1227 2050 59.85366 0.7611 0 1651 1541 93.33737 0.9877 1 0 0.0000000 0.1910 0 125 1050 11.904762 0.9731 1 523 1050 49.80952 0.9981 1 182 2050 8.878049 0.9403 1 4.12380 0.8989 2 3.044800 0.781400 1 0.7611 0.7475 0 4.0902 0.9743 4 12.019900 0.9411 7
12086004403 12 086 004403 FL Florida Miami-Dade County 3 South Region 5 South Atlantic Division 2660 2401 1665 984 2366 41.58918 0.8782 0 60 1686 3.558719 0.1085 0 312 559 55.81395 0.9218 1 783 1106 70.79566 0.8859 0 1095 1665 65.76577 0.9748 1 424 2329 18.205238 0.70180 0 721 2290 31.484716 0.85190 0 426 16.0150376 0.565600 0 179 6.729323 0.06500 0 148 2122 6.974552 0.06891 0 51 281 18.14947 0.6292 0 755 2553 29.5730513 0.9626 1 1619 2660 60.86466 0.7659 0 2401 1810 75.38526 0.9625 1 0 0.0000000 0.1910 0 134 1665 8.048048 0.9236 1 756 1665 45.40541 0.9964 1 294 2660 11.052632 0.9491 1 3.51520 0.7748 1 2.291310 0.371700 1 0.7659 0.7522 0 4.0226 0.9713 4 10.595010 0.8233 6
12001000902 12 001 000902 FL Florida Alachua County 3 South Region 5 South Atlantic Division 9293 196 164 168 307 54.72313 0.9577 1 354 1686 20.996441 0.9700 1 0 0 NaN NA NA 119 164 72.56098 0.9090 1 119 164 72.56098 0.9935 1 6 238 2.521008 0.05566 0 557 7944 7.011581 0.09217 0 5 0.0538039 0.006956 0 216 2.324330 0.02686 0 0 128 0.000000 0.00108 0 25 91 27.47253 0.8334 0 38 9251 0.4107664 0.1840 0 3713 9293 39.95480 0.6109 0 196 113 57.65306 0.9169 1 0 0.0000000 0.1910 0 0 164 0.000000 0.1416 0 38 164 23.17073 0.9584 1 8986 9293 96.696438 0.9976 1 3.06903 0.6688 3 1.052296 0.008245 0 0.6109 0.6000 0 3.2055 0.8127 3 7.937726 0.4968 6
12011030301 12 011 030301 FL Florida Broward County 3 South Region 5 South Atlantic Division 3002 1574 1096 1346 3002 44.83678 0.9051 1 237 1715 13.819242 0.8432 0 62 250 24.80000 0.1030 0 570 846 67.37589 0.8287 0 632 1096 57.66423 0.9017 1 860 2001 42.978511 0.97910 1 1373 2426 56.595219 0.99690 1 190 6.3291139 0.091150 0 757 25.216522 0.71740 0 111 1885 5.888594 0.04250 0 220 647 34.00309 0.9082 1 1047 2711 38.6204353 0.9796 1 2282 3002 76.01599 0.8438 0 1574 1058 67.21728 0.9443 1 0 0.0000000 0.1910 0 168 1096 15.328467 0.9885 1 189 1096 17.24453 0.9144 1 0 3002 0.000000 0.4015 0 4.62600 0.9668 4 2.738850 0.628000 2 0.8438 0.8287 0 3.4397 0.8832 3 11.648350 0.9201 9
12011030801 12 011 030801 FL Florida Broward County 3 South Region 5 South Atlantic Division 8112 3261 2730 3422 7547 45.34252 0.9075 1 604 4102 14.724525 0.8742 0 167 599 27.87980 0.1797 0 1106 2131 51.90052 0.4841 0 1273 2730 46.63004 0.6508 0 1996 5570 35.834829 0.95320 1 2974 6550 45.404580 0.97670 1 1389 17.1227811 0.604500 0 1612 19.871795 0.42910 0 955 5204 18.351268 0.67920 0 520 1434 36.26220 0.9279 1 2467 7589 32.5075768 0.9710 1 5753 8112 70.91963 0.8211 0 3261 1237 37.93315 0.8436 0 416 12.7568231 0.7478 0 327 2730 11.978022 0.9740 1 591 2730 21.64835 0.9476 1 466 8112 5.744576 0.9172 1 4.36240 0.9388 3 3.611700 0.947500 2 0.8211 0.8064 0 4.4302 0.9802 3 13.225400 0.9769 8

2020-2010 Least Vulnerable Themes 1-4

2020 Least Vulnerable - Theme 1

svi_2020_state %>% arrange((F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000301 12 001 000301 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4308 2018 1693 1422 4308 33.008356 0.7735 0 101 2353 4.292393 0.4433 0 26 290 8.965517 0.01665 0 671 1403 47.82609 0.4113 0 697 1693 41.16952 0.7191 0 107 2605 4.107486 0.18330 0 484 4308 11.234912 0.4855 0 290 6.731662 0.04270 0 718 16.66667 0.3765 0 482 3590 13.42618 0.3666 0 244 493 49.492901 0.9890 1 0 4238 0.0000000 0.05181 0 1938 4308 44.98607 0.5760 0 2018 633 31.367691 0.7894 0 0 0.0000000 0.1867 0 168 1693 9.9232132 0.9402 1 185 1693 10.927348 0.8185 0 27 4308 0.6267409 0.6980 0 2.60470 0.53600 0 1.82661 0.12130 1 0.5760 0.5658 0 3.4328 0.8681 1 8.44011 0.5736 2
12001000302 12 001 000302 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2167 1410 995 652 2145 30.396270 0.7257 0 19 1038 1.830443 0.1286 0 116 515 22.524272 0.40310 0 213 480 44.37500 0.3417 0 329 995 33.06533 0.4843 0 183 1568 11.670918 0.60540 0 454 2167 20.950623 0.8743 0 353 16.289802 0.41090 0 277 12.78265 0.2130 0 401 1890 21.21693 0.7721 0 43 447 9.619687 0.3288 0 57 2066 2.7589545 0.52510 0 942 2167 43.47024 0.5626 0 1410 102 7.234043 0.4797 0 11 0.7801418 0.4727 0 11 995 1.1055276 0.3681 0 28 995 2.814070 0.3495 0 30 2167 1.3844024 0.7860 0 2.81830 0.59980 0 2.24990 0.33000 0 0.5626 0.5527 0 2.4560 0.4690 0 8.08680 0.5133 0
12001000400 12 001 000400 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5866 2494 2339 1886 5866 32.151381 0.7610 0 274 3180 8.616352 0.8225 0 306 1357 22.549742 0.40430 0 507 982 51.62933 0.5048 0 813 2339 34.75844 0.5395 0 413 4208 9.814639 0.51860 0 586 5866 9.989772 0.4080 0 745 12.700307 0.24080 0 1435 24.46301 0.7817 0 889 4431 20.06319 0.7265 0 340 1260 26.984127 0.8576 0 243 5699 4.2639059 0.63060 0 3558 5866 60.65462 0.7108 0 2494 295 11.828388 0.5669 0 34 1.3632719 0.5342 0 18 2339 0.7695596 0.3073 0 319 2339 13.638307 0.8776 0 17 5866 0.2898057 0.6073 0 3.04960 0.66340 0 3.23720 0.87440 0 0.7108 0.6982 0 2.8933 0.6741 0 9.89090 0.7625 0
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4640 2673 2326 1343 4640 28.943966 0.6976 0 68 3149 2.159416 0.1636 0 272 1040 26.153846 0.56460 0 647 1286 50.31104 0.4726 0 919 2326 39.50989 0.6756 0 61 3352 1.819809 0.05349 0 743 4640 16.012931 0.7210 0 493 10.625000 0.14340 0 565 12.17672 0.1936 0 667 4075 16.36810 0.5398 0 186 780 23.846154 0.7881 0 37 4513 0.8198538 0.27510 0 1146 4640 24.69828 0.3305 0 2673 415 15.525627 0.6226 0 19 0.7108118 0.4653 0 0 2326 0.0000000 0.0982 0 138 2326 5.932932 0.6092 0 134 4640 2.8879310 0.8712 0 2.31129 0.44710 0 1.94000 0.16420 0 0.3305 0.3246 0 2.6665 0.5618 0 7.24829 0.3932 0
12001000808 12 001 000808 FL Florida Alachua County 3 South Region 5 South Atlantic Division 3224 1484 1115 1249 3215 38.849145 0.8579 0 121 2123 5.699482 0.6073 0 24 172 13.953488 0.07905 0 532 943 56.41569 0.6394 0 556 1115 49.86547 0.8742 0 118 1789 6.595864 0.34320 0 340 3224 10.545906 0.4423 0 167 5.179901 0.02159 0 562 17.43176 0.4138 0 352 2662 13.22314 0.3558 0 128 354 36.158192 0.9419 1 71 2933 2.4207296 0.49600 0 1892 3224 58.68486 0.6933 0 1484 761 51.280324 0.8992 0 27 1.8194070 0.5721 0 59 1115 5.2914798 0.8029 0 76 1115 6.816143 0.6594 0 0 3224 0.0000000 0.2305 0 3.12490 0.68320 0 2.22909 0.31730 1 0.6933 0.6810 0 3.1641 0.7802 0 9.21139 0.6827 1
12001001100 12 001 001100 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6489 3132 2771 553 6473 8.543179 0.1046 0 61 3476 1.754891 0.1197 0 334 2148 15.549348 0.11370 0 440 623 70.62600 0.9111 1 774 2771 27.93215 0.3128 0 190 4701 4.041693 0.17680 0 280 6489 4.314995 0.1029 0 1698 26.167360 0.72940 0 1217 18.75482 0.4845 0 672 5272 12.74659 0.3261 0 85 1589 5.349276 0.1564 0 0 6170 0.0000000 0.05181 0 1553 6489 23.93281 0.3204 0 3132 475 15.166028 0.6182 0 64 2.0434227 0.5854 0 0 2771 0.0000000 0.0982 0 215 2771 7.758932 0.7110 0 0 6489 0.0000000 0.2305 0 0.81680 0.04947 0 1.74821 0.09658 0 0.3204 0.3147 0 2.2433 0.3708 0 5.12871 0.1025 0

2020 Least Vulnerable - Theme 2

svi_2020_state %>% arrange((F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000200 12 001 000200 FL Florida Alachua County 3 South Region 5 South Atlantic Division 7702 3745 3056 5180 6527 79.36265 0.9990 1 209 3592 5.818486 0.6181 0 98 420 23.33333 0.43980 0 2119 2636 80.38695 0.9813 1 2217 3056 72.54581 0.9976 1 143 1466 9.754434 0.51670 0 237 7693 3.080723 0.05997 0 171 2.220203 0.006237 0 140 1.817710 0.01967 0 269 6391.0000 4.209044 0.01152 0 38 172 22.093023 0.74850 0 0 7630 0.0000000 0.05181 0 2785 7702.000 36.15944 0.4775 0 3745 2446 65.313752 0.9381 1 0 0.0000000 0.1867 0 0 3056 0.0000000 0.0982 0 533 3056 17.441099 0.9241 1 1203 7702 15.6193197 0.9681 1 3.19137 0.7004 2 0.837737 0.004240 0 0.4775 0.4690 0 3.1152 0.7633 3 7.621807 0.4473 5
12001000302 12 001 000302 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2167 1410 995 652 2145 30.39627 0.7257 0 19 1038 1.830443 0.1286 0 116 515 22.52427 0.40310 0 213 480 44.37500 0.3417 0 329 995 33.06533 0.4843 0 183 1568 11.670918 0.60540 0 454 2167 20.950623 0.87430 0 353 16.289802 0.410900 0 277 12.782649 0.21300 0 401 1890.0000 21.216931 0.77210 0 43 447 9.619687 0.32880 0 57 2066 2.7589545 0.52510 0 942 2167.000 43.47024 0.5626 0 1410 102 7.234043 0.4797 0 11 0.7801418 0.4727 0 11 995 1.1055276 0.3681 0 28 995 2.814070 0.3495 0 30 2167 1.3844024 0.7860 0 2.81830 0.5998 0 2.249900 0.330000 0 0.5626 0.5527 0 2.4560 0.4690 0 8.086800 0.5133 0
12001000400 12 001 000400 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5866 2494 2339 1886 5866 32.15138 0.7610 0 274 3180 8.616352 0.8225 0 306 1357 22.54974 0.40430 0 507 982 51.62933 0.5048 0 813 2339 34.75844 0.5395 0 413 4208 9.814639 0.51860 0 586 5866 9.989772 0.40800 0 745 12.700307 0.240800 0 1435 24.463007 0.78170 0 889 4431.0000 20.063191 0.72650 0 340 1260 26.984127 0.85760 0 243 5699 4.2639059 0.63060 0 3558 5866.000 60.65462 0.7108 0 2494 295 11.828388 0.5669 0 34 1.3632719 0.5342 0 18 2339 0.7695596 0.3073 0 319 2339 13.638307 0.8776 0 17 5866 0.2898057 0.6073 0 3.04960 0.6634 0 3.237200 0.874400 0 0.7108 0.6982 0 2.8933 0.6741 0 9.890900 0.7625 0
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4640 2673 2326 1343 4640 28.94397 0.6976 0 68 3149 2.159416 0.1636 0 272 1040 26.15385 0.56460 0 647 1286 50.31104 0.4726 0 919 2326 39.50989 0.6756 0 61 3352 1.819809 0.05349 0 743 4640 16.012931 0.72100 0 493 10.625000 0.143400 0 565 12.176724 0.19360 0 667 4075.0000 16.368098 0.53980 0 186 780 23.846154 0.78810 0 37 4513 0.8198538 0.27510 0 1146 4640.000 24.69828 0.3305 0 2673 415 15.525627 0.6226 0 19 0.7108118 0.4653 0 0 2326 0.0000000 0.0982 0 138 2326 5.932932 0.6092 0 134 4640 2.8879310 0.8712 0 2.31129 0.4471 0 1.940000 0.164200 0 0.3305 0.3246 0 2.6665 0.5618 0 7.248290 0.3932 0
12001000806 12 001 000806 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2815 1491 1135 1408 2595 54.25819 0.9688 1 70 1329 5.267118 0.5577 0 35 132 26.51515 0.57710 0 663 1003 66.10169 0.8419 0 698 1135 61.49780 0.9786 1 45 1358 3.313697 0.13430 0 138 2690 5.130111 0.13840 0 227 8.063943 0.067640 0 261 9.271758 0.11610 0 197 2318.0000 8.498706 0.10700 0 38 360 10.555556 0.36970 0 173 2696 6.4169139 0.72920 0 1200 2815.000 42.62877 0.5523 0 1491 1026 68.812877 0.9465 1 0 0.0000000 0.1867 0 80 1135 7.0484581 0.8764 0 252 1135 22.202643 0.9594 1 220 2815 7.8152753 0.9458 1 2.77780 0.5863 2 1.389640 0.027800 0 0.5523 0.5425 0 3.9148 0.9588 3 8.634540 0.6024 5
12001000809 12 001 000809 FL Florida Alachua County 3 South Region 5 South Atlantic Division 1105 936 624 485 1054 46.01518 0.9249 1 26 621 4.186795 0.4289 0 9 69 13.04348 0.06107 0 309 555 55.67568 0.6187 0 318 624 50.96154 0.8888 0 24 649 3.697997 0.15660 0 39 1077 3.621170 0.07916 0 91 8.235294 0.072440 0 73 6.606335 0.07364 0 117 980.6196 11.931232 0.27260 0 3 106 2.830189 0.07975 0 2 1072 0.1865672 0.13140 0 413 1104.653 37.38729 0.4906 0 936 451 48.183761 0.8857 0 5 0.5341880 0.4305 0 18 624 2.8846154 0.6180 0 42 624 6.730769 0.6548 0 50 1105 4.5248869 0.9146 1 2.47836 0.4963 1 0.629830 0.001649 0 0.4906 0.4820 0 3.5036 0.8895 1 7.102390 0.3687 2

2020 Least Vulnerable - Theme 3

svi_2020_state %>% arrange((F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000200 12 001 000200 FL Florida Alachua County 3 South Region 5 South Atlantic Division 7702 3745 3056 5180 6527 79.36265 0.9990 1 209 3592 5.818486 0.6181 0 98 420 23.333333 0.43980 0 2119 2636 80.38695 0.9813 1 2217 3056 72.54581 0.9976 1 143 1466 9.754434 0.51670 0 237 7693 3.080723 0.05997 0 171 2.220203 0.006237 0 140 1.81771 0.01967 0 269 6391 4.209044 0.01152 0 38 172 22.093023 0.7485 0 0 7630 0.0000000 0.05181 0 2785 7702 36.15944 0.4775 0 3745 2446 65.313752 0.93810 1 0 0.0000000 0.1867 0 0 3056 0.0000000 0.0982 0 533 3056 17.441099 0.9241 1 1203 7702 15.6193197 0.9681 1 3.19137 0.7004 2 0.837737 0.00424 0 0.4775 0.4690 0 3.11520 0.7633 3 7.621807 0.4473 5
12001000301 12 001 000301 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4308 2018 1693 1422 4308 33.00836 0.7735 0 101 2353 4.292393 0.4433 0 26 290 8.965517 0.01665 0 671 1403 47.82609 0.4113 0 697 1693 41.16952 0.7191 0 107 2605 4.107486 0.18330 0 484 4308 11.234912 0.48550 0 290 6.731662 0.042700 0 718 16.66667 0.37650 0 482 3590 13.426184 0.36660 0 244 493 49.492901 0.9890 1 0 4238 0.0000000 0.05181 0 1938 4308 44.98607 0.5760 0 2018 633 31.367691 0.78940 0 0 0.0000000 0.1867 0 168 1693 9.9232132 0.9402 1 185 1693 10.927348 0.8185 0 27 4308 0.6267409 0.6980 0 2.60470 0.5360 0 1.826610 0.12130 1 0.5760 0.5658 0 3.43280 0.8681 1 8.440110 0.5736 2
12001000302 12 001 000302 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2167 1410 995 652 2145 30.39627 0.7257 0 19 1038 1.830443 0.1286 0 116 515 22.524272 0.40310 0 213 480 44.37500 0.3417 0 329 995 33.06533 0.4843 0 183 1568 11.670918 0.60540 0 454 2167 20.950623 0.87430 0 353 16.289802 0.410900 0 277 12.78265 0.21300 0 401 1890 21.216931 0.77210 0 43 447 9.619687 0.3288 0 57 2066 2.7589545 0.52510 0 942 2167 43.47024 0.5626 0 1410 102 7.234043 0.47970 0 11 0.7801418 0.4727 0 11 995 1.1055276 0.3681 0 28 995 2.814070 0.3495 0 30 2167 1.3844024 0.7860 0 2.81830 0.5998 0 2.249900 0.33000 0 0.5626 0.5527 0 2.45600 0.4690 0 8.086800 0.5133 0
12001000400 12 001 000400 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5866 2494 2339 1886 5866 32.15138 0.7610 0 274 3180 8.616352 0.8225 0 306 1357 22.549742 0.40430 0 507 982 51.62933 0.5048 0 813 2339 34.75844 0.5395 0 413 4208 9.814639 0.51860 0 586 5866 9.989772 0.40800 0 745 12.700307 0.240800 0 1435 24.46301 0.78170 0 889 4431 20.063191 0.72650 0 340 1260 26.984127 0.8576 0 243 5699 4.2639059 0.63060 0 3558 5866 60.65462 0.7108 0 2494 295 11.828388 0.56690 0 34 1.3632719 0.5342 0 18 2339 0.7695596 0.3073 0 319 2339 13.638307 0.8776 0 17 5866 0.2898057 0.6073 0 3.04960 0.6634 0 3.237200 0.87440 0 0.7108 0.6982 0 2.89330 0.6741 0 9.890900 0.7625 0
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4640 2673 2326 1343 4640 28.94397 0.6976 0 68 3149 2.159416 0.1636 0 272 1040 26.153846 0.56460 0 647 1286 50.31104 0.4726 0 919 2326 39.50989 0.6756 0 61 3352 1.819809 0.05349 0 743 4640 16.012931 0.72100 0 493 10.625000 0.143400 0 565 12.17672 0.19360 0 667 4075 16.368098 0.53980 0 186 780 23.846154 0.7881 0 37 4513 0.8198538 0.27510 0 1146 4640 24.69828 0.3305 0 2673 415 15.525627 0.62260 0 19 0.7108118 0.4653 0 0 2326 0.0000000 0.0982 0 138 2326 5.932932 0.6092 0 134 4640 2.8879310 0.8712 0 2.31129 0.4471 0 1.940000 0.16420 0 0.3305 0.3246 0 2.66650 0.5618 0 7.248290 0.3932 0
12001000700 12 001 000700 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6854 2814 2335 3297 6854 48.10330 0.9400 1 207 3156 6.558935 0.6822 0 248 1432 17.318436 0.17210 0 491 903 54.37431 0.5843 0 739 2335 31.64882 0.4355 0 893 4999 17.863573 0.79350 0 1102 6854 16.078202 0.72320 0 1223 17.843595 0.475900 0 1402 20.45521 0.57660 0 1302 5452 23.881145 0.85320 0 449 1291 34.779241 0.9349 1 243 6645 3.6568849 0.58930 0 4764 6854 69.50686 0.7719 0 2814 0 0.000000 0.08475 0 77 2.7363184 0.6187 0 0 2335 0.0000000 0.0982 0 371 2335 15.888651 0.9085 1 19 6854 0.2772104 0.6025 0 3.57440 0.7973 1 3.429900 0.92580 1 0.7719 0.7583 0 2.31265 0.4026 1 10.088850 0.7849 3

2020 Least Vulnerable - Theme 4

svi_2020_state %>% arrange((F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_20 E_HU_20 E_HH_20 E_POV150_20 ET_POVSTATUS_20 EP_POV150_20 EPL_POV150_20 F_POV150_20 E_UNEMP_20 ET_EMPSTATUS_20 EP_UNEMP_20 EPL_UNEMP_20 F_UNEMP_20 E_HBURD_OWN_20 ET_HOUSINGCOST_OWN_20 EP_HBURD_OWN_20 EPL_HBURD_OWN_20 F_HBURD_OWN_20 E_HBURD_RENT_20 ET_HOUSINGCOST_RENT_20 EP_HBURD_RENT_20 EPL_HBURD_RENT_20 F_HBURD_RENT_20 E_HBURD_20 ET_HOUSINGCOST_20 EP_HBURD_20 EPL_HBURD_20 F_HBURD_20 E_NOHSDP_20 ET_EDSTATUS_20 EP_NOHSDP_20 EPL_NOHSDP_20 F_NOHSDP_20 E_UNINSUR_20 ET_INSURSTATUS_20 EP_UNINSUR_20 EPL_UNINSUR_20 F_UNINSUR_20 E_AGE65_20 EP_AGE65_20 EPL_AGE65_20 F_AGE65_20 E_AGE17_20 EP_AGE17_20 EPL_AGE17_20 F_AGE17_20 E_DISABL_20 ET_DISABLSTATUS_20 EP_DISABL_20 EPL_DISABL_20 F_DISABL_20 E_SNGPNT_20 ET_FAMILIES_20 EP_SNGPNT_20 EPL_SNGPNT_20 F_SNGPNT_20 E_LIMENG_20 ET_POPAGE5UP_20 EP_LIMENG_20 EPL_LIMENG_20 F_LIMENG_20 E_MINRTY_20 ET_POPETHRACE_20 EP_MINRTY_20 EPL_MINRTY_20 F_MINRTY_20 E_STRHU_20 E_MUNIT_20 EP_MUNIT_20 EPL_MUNIT_20 F_MUNIT_20 E_MOBILE_20 EP_MOBILE_20 EPL_MOBILE_20 F_MOBILE_20 E_CROWD_20 ET_OCCUPANTS_20 EP_CROWD_20 EPL_CROWD_20 F_CROWD_20 E_NOVEH_20 ET_KNOWNVEH_20 EP_NOVEH_20 EPL_NOVEH_20 F_NOVEH_20 E_GROUPQ_20 ET_HHTYPE_20 EP_GROUPQ_20 EPL_GROUPQ_20 F_GROUPQ_20 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000302 12 001 000302 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2167 1410 995 652 2145 30.396270 0.7257 0 19 1038 1.830443 0.1286 0 116 515 22.52427 0.40310 0 213 480 44.37500 0.3417 0 329 995 33.06533 0.4843 0 183 1568 11.670918 0.60540 0 454 2167 20.950623 0.8743 0 353 16.289802 0.41090 0 277 12.78265 0.2130 0 401 1890 21.21693 0.7721 0 43 447 9.619687 0.3288 0 57 2066 2.7589545 0.52510 0 942 2167 43.47024 0.5626 0 1410 102 7.234043 0.4797 0 11 0.7801418 0.4727 0 11 995 1.1055276 0.3681 0 28 995 2.814070 0.3495 0 30 2167 1.3844024 0.7860 0 2.81830 0.59980 0 2.24990 0.33000 0 0.5626 0.5527 0 2.4560 0.4690 0 8.08680 0.5133 0
12001000400 12 001 000400 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5866 2494 2339 1886 5866 32.151381 0.7610 0 274 3180 8.616352 0.8225 0 306 1357 22.54974 0.40430 0 507 982 51.62933 0.5048 0 813 2339 34.75844 0.5395 0 413 4208 9.814639 0.51860 0 586 5866 9.989772 0.4080 0 745 12.700307 0.24080 0 1435 24.46301 0.7817 0 889 4431 20.06319 0.7265 0 340 1260 26.984127 0.8576 0 243 5699 4.2639059 0.63060 0 3558 5866 60.65462 0.7108 0 2494 295 11.828388 0.5669 0 34 1.3632719 0.5342 0 18 2339 0.7695596 0.3073 0 319 2339 13.638307 0.8776 0 17 5866 0.2898057 0.6073 0 3.04960 0.66340 0 3.23720 0.87440 0 0.7108 0.6982 0 2.8933 0.6741 0 9.89090 0.7625 0
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4640 2673 2326 1343 4640 28.943966 0.6976 0 68 3149 2.159416 0.1636 0 272 1040 26.15385 0.56460 0 647 1286 50.31104 0.4726 0 919 2326 39.50989 0.6756 0 61 3352 1.819809 0.05349 0 743 4640 16.012931 0.7210 0 493 10.625000 0.14340 0 565 12.17672 0.1936 0 667 4075 16.36810 0.5398 0 186 780 23.846154 0.7881 0 37 4513 0.8198538 0.27510 0 1146 4640 24.69828 0.3305 0 2673 415 15.525627 0.6226 0 19 0.7108118 0.4653 0 0 2326 0.0000000 0.0982 0 138 2326 5.932932 0.6092 0 134 4640 2.8879310 0.8712 0 2.31129 0.44710 0 1.94000 0.16420 0 0.3305 0.3246 0 2.6665 0.5618 0 7.24829 0.3932 0
12001000808 12 001 000808 FL Florida Alachua County 3 South Region 5 South Atlantic Division 3224 1484 1115 1249 3215 38.849145 0.8579 0 121 2123 5.699482 0.6073 0 24 172 13.95349 0.07905 0 532 943 56.41569 0.6394 0 556 1115 49.86547 0.8742 0 118 1789 6.595864 0.34320 0 340 3224 10.545906 0.4423 0 167 5.179901 0.02159 0 562 17.43176 0.4138 0 352 2662 13.22314 0.3558 0 128 354 36.158192 0.9419 1 71 2933 2.4207296 0.49600 0 1892 3224 58.68486 0.6933 0 1484 761 51.280324 0.8992 0 27 1.8194070 0.5721 0 59 1115 5.2914798 0.8029 0 76 1115 6.816143 0.6594 0 0 3224 0.0000000 0.2305 0 3.12490 0.68320 0 2.22909 0.31730 1 0.6933 0.6810 0 3.1641 0.7802 0 9.21139 0.6827 1
12001001100 12 001 001100 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6489 3132 2771 553 6473 8.543179 0.1046 0 61 3476 1.754891 0.1197 0 334 2148 15.54935 0.11370 0 440 623 70.62600 0.9111 1 774 2771 27.93215 0.3128 0 190 4701 4.041693 0.17680 0 280 6489 4.314995 0.1029 0 1698 26.167360 0.72940 0 1217 18.75482 0.4845 0 672 5272 12.74659 0.3261 0 85 1589 5.349276 0.1564 0 0 6170 0.0000000 0.05181 0 1553 6489 23.93281 0.3204 0 3132 475 15.166028 0.6182 0 64 2.0434227 0.5854 0 0 2771 0.0000000 0.0982 0 215 2771 7.758932 0.7110 0 0 6489 0.0000000 0.2305 0 0.81680 0.04947 0 1.74821 0.09658 0 0.3204 0.3147 0 2.2433 0.3708 0 5.12871 0.1025 0
12001001201 12 001 001201 FL Florida Alachua County 3 South Region 5 South Atlantic Division 3470 1478 1349 556 3470 16.023055 0.3499 0 74 1666 4.441777 0.4639 0 113 853 13.24736 0.06517 0 285 496 57.45968 0.6629 0 398 1349 29.50334 0.3669 0 130 2353 5.524862 0.27760 0 368 3470 10.605187 0.4464 0 690 19.884726 0.55770 0 734 21.15274 0.6121 0 387 2736 14.14474 0.4100 0 112 817 13.708690 0.4917 0 19 3259 0.5830009 0.23050 0 984 3470 28.35735 0.3811 0 1478 53 3.585927 0.3899 0 0 0.0000000 0.1867 0 0 1349 0.0000000 0.0982 0 48 1349 3.558191 0.4287 0 0 3470 0.0000000 0.2305 0 1.90470 0.32390 0 2.30200 0.35770 0 0.3811 0.3743 0 1.3340 0.0596 0 5.92180 0.1934 0

2010 Least Vulnerable - Theme 1

svi_2010_state %>% arrange((F_THEME1)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000400 12 001 000400 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5703 2356 2167 2191 5703 38.41838 0.8457 0 271 2643 10.253500 0.66190 0 448 1384 32.36994 0.32060 0 351 783 44.82759 0.3161 0 799 2167 36.87125 0.3163 0 307 3255 9.431644 0.36680 0 1259 6017 20.924049 0.58260 0 479 8.399088 0.18640 0 1891 33.157987 0.96280 1 767 3875 19.793548 0.73880 0 455 1337 34.031414 0.9091 1 26 5177 0.5022214 0.2089 0 4054 5703 71.08539 0.8225 0 2356 390 16.553480 0.6558 0 24 1.018676 0.4972 0 56 2167 2.5842178 0.6479 0 430 2167 19.843101 0.9366 1 75 5703 1.315097 0.8184 0 2.77330 0.58120 0 3.00600 0.765400 2 0.8225 0.8078 0 3.5559 0.9093 1 10.15770 0.78370 3
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4878 2713 2279 1849 4878 37.90488 0.8387 0 132 2896 4.558011 0.17150 0 393 1044 37.64368 0.50480 0 679 1235 54.97976 0.5637 0 1072 2279 47.03817 0.6655 0 461 3467 13.296798 0.53860 0 844 4816 17.524917 0.44940 0 284 5.822058 0.07676 0 637 13.058631 0.17680 0 589 4252 13.852305 0.41850 0 253 920 27.500000 0.8347 0 16 4596 0.3481288 0.1691 0 1438 4878 29.47929 0.4903 0 2713 374 13.785477 0.6123 0 38 1.400664 0.5249 0 16 2279 0.7020623 0.3670 0 306 2279 13.426942 0.8645 0 93 4878 1.906519 0.8355 0 2.66370 0.54860 0 1.67586 0.078680 0 0.4903 0.4815 0 3.2042 0.8122 0 8.03406 0.51140 0
12001000700 12 001 000700 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6082 2656 2279 2315 5989 38.65420 0.8488 0 353 2245 15.723831 0.89650 0 700 1544 45.33679 0.74190 0 271 735 36.87075 0.1865 0 971 2279 42.60641 0.5117 0 980 3917 25.019147 0.83930 0 1208 6068 19.907713 0.54610 0 951 15.636304 0.55170 0 1529 25.139757 0.71340 0 915 4608 19.856771 0.74330 0 432 1612 26.799007 0.8245 0 190 5601 3.3922514 0.5824 0 5264 6082 86.55048 0.8952 0 2656 60 2.259036 0.3613 0 80 3.012048 0.6089 0 78 2279 3.4225538 0.7241 0 389 2279 17.068890 0.9120 1 0 6082 0.000000 0.4015 0 3.64240 0.80450 0 3.41530 0.911000 0 0.8952 0.8792 0 3.0078 0.7314 1 10.96070 0.86030 1
12001000809 12 001 000809 FL Florida Alachua County 3 South Region 5 South Atlantic Division 1347 983 817 578 1347 42.91017 0.8892 0 0 727 0.000000 0.01285 0 93 224 41.51786 0.63020 0 324 593 54.63744 0.5565 0 417 817 51.04039 0.7717 0 38 938 4.051173 0.11440 0 36 1292 2.786378 0.01800 0 124 9.205642 0.22980 0 45 3.340757 0.03238 0 78 1046 7.456979 0.08259 0 10 268 3.731343 0.0981 0 0 1336 0.0000000 0.0626 0 371 1347 27.54269 0.4665 0 983 648 65.920651 0.9414 1 0 0.000000 0.1910 0 0 817 0.0000000 0.1416 0 25 817 3.059976 0.3629 0 0 1347 0.000000 0.4015 0 1.80615 0.29280 0 0.50547 0.001413 0 0.4665 0.4582 0 2.0384 0.2631 1 4.81652 0.07303 1
12001001100 12 001 001100 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6414 3154 2990 988 6395 15.44957 0.3216 0 144 3213 4.481793 0.16520 0 576 2445 23.55828 0.08179 0 312 545 57.24771 0.6216 0 888 2990 29.69900 0.1310 0 122 4708 2.591334 0.05782 0 443 6210 7.133655 0.09337 0 1367 21.312753 0.71940 0 963 15.014032 0.23430 0 776 5335 14.545454 0.46030 0 187 1730 10.809249 0.3421 0 39 6189 0.6301503 0.2351 0 1029 6414 16.04303 0.2898 0 3154 538 17.057704 0.6627 0 0 0.000000 0.1910 0 0 2990 0.0000000 0.1416 0 223 2990 7.458194 0.6832 0 0 6414 0.000000 0.4015 0 0.76899 0.04759 0 1.99120 0.201400 0 0.2898 0.2846 0 2.0800 0.2780 0 5.12999 0.10510 0
12001001201 12 001 001201 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2925 1230 1175 480 2916 16.46091 0.3528 0 16 1581 1.012018 0.02978 0 218 862 25.29002 0.11240 0 145 313 46.32588 0.3460 0 363 1175 30.89362 0.1543 0 108 1988 5.432596 0.17490 0 353 2961 11.921648 0.23120 0 377 12.888889 0.42430 0 671 22.940171 0.60090 0 339 2201 15.402090 0.51480 0 85 683 12.445095 0.4069 0 20 2702 0.7401925 0.2600 0 788 2925 26.94017 0.4574 0 1230 51 4.146342 0.4329 0 0 0.000000 0.1910 0 27 1175 2.2978723 0.6162 0 64 1175 5.446809 0.5751 0 0 2925 0.000000 0.4015 0 0.94298 0.07350 0 2.20690 0.323400 0 0.4574 0.4492 0 2.2167 0.3451 0 5.82398 0.18470 0

2010 Least Vulnerable - Theme 2

svi_2010_state %>% arrange((F_THEME2)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000301 12 001 000301 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2610 1787 1697 1425 2610 54.59770 0.9567 1 104 1582 6.573957 0.35180 0 103 225 45.77778 0.7549 0 964 1472 65.48913 0.7990 0 1067 1697 62.87566 0.9567 1 261 1435 18.1881533 0.70090 0 603 2876 20.966620 0.5845 0 246 9.425287 0.241500 0 28 1.072797 0.01799 0 353 2501 14.114354 0.43310 0 0 179 0.000000 0.0208 0 11 2582 0.4260263 0.1878 0 694 2610 26.59004 0.4545 0 1787 359 20.089536 0.6959 0 0 0.000000 0.1910 0 0 1697 0.0000000 0.1416 0 230 1697 13.553329 0.8678 0 0 2610 0.000000 0.4015 0 3.55060 0.7828 2 0.901190 0.004005 0 0.4545 0.4464 0 2.2978 0.3875 0 7.204090 0.38260 2
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4878 2713 2279 1849 4878 37.90488 0.8387 0 132 2896 4.558011 0.17150 0 393 1044 37.64368 0.5048 0 679 1235 54.97976 0.5637 0 1072 2279 47.03817 0.6655 0 461 3467 13.2967984 0.53860 0 844 4816 17.524917 0.4494 0 284 5.822058 0.076760 0 637 13.058631 0.17680 0 589 4252 13.852305 0.41850 0 253 920 27.500000 0.8347 0 16 4596 0.3481288 0.1691 0 1438 4878 29.47929 0.4903 0 2713 374 13.785477 0.6123 0 38 1.400664 0.5249 0 16 2279 0.7020623 0.3670 0 306 2279 13.426942 0.8645 0 93 4878 1.906519 0.8355 0 2.66370 0.5486 0 1.675860 0.078680 0 0.4903 0.4815 0 3.2042 0.8122 0 8.034060 0.51140 0
12001000700 12 001 000700 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6082 2656 2279 2315 5989 38.65420 0.8488 0 353 2245 15.723831 0.89650 0 700 1544 45.33679 0.7419 0 271 735 36.87075 0.1865 0 971 2279 42.60641 0.5117 0 980 3917 25.0191473 0.83930 0 1208 6068 19.907713 0.5461 0 951 15.636304 0.551700 0 1529 25.139757 0.71340 0 915 4608 19.856771 0.74330 0 432 1612 26.799007 0.8245 0 190 5601 3.3922514 0.5824 0 5264 6082 86.55048 0.8952 0 2656 60 2.259036 0.3613 0 80 3.012048 0.6089 0 78 2279 3.4225538 0.7241 0 389 2279 17.068890 0.9120 1 0 6082 0.000000 0.4015 0 3.64240 0.8045 0 3.415300 0.911000 0 0.8952 0.8792 0 3.0078 0.7314 1 10.960700 0.86030 1
12001000806 12 001 000806 FL Florida Alachua County 3 South Region 5 South Atlantic Division 1976 1206 1072 1186 1942 61.07106 0.9786 1 37 1187 3.117102 0.08694 0 57 147 38.77551 0.5461 0 693 925 74.91892 0.9303 1 750 1072 69.96269 0.9889 1 8 878 0.9111617 0.01536 0 465 2273 20.457545 0.5646 0 0 0.000000 0.003478 0 59 2.985830 0.03046 0 149 2088 7.136015 0.07179 0 23 136 16.911765 0.5874 0 0 1926 0.0000000 0.0626 0 547 1976 27.68219 0.4682 0 1206 900 74.626866 0.9606 1 0 0.000000 0.1910 0 0 1072 0.0000000 0.1416 0 146 1072 13.619403 0.8688 0 0 1976 0.000000 0.4015 0 2.63440 0.5385 2 0.755728 0.003062 0 0.4682 0.4598 0 2.5635 0.5234 1 6.421828 0.26360 3
12001000808 12 001 000808 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4375 2362 1894 2439 4375 55.74857 0.9625 1 113 2282 4.951797 0.20390 0 46 147 31.29252 0.2842 0 919 1747 52.60446 0.5000 0 965 1894 50.95037 0.7695 0 12 1940 0.6185567 0.01128 0 615 3783 16.256939 0.4016 0 77 1.760000 0.013670 0 470 10.742857 0.12380 0 175 3320 5.271084 0.03025 0 58 542 10.701107 0.3378 0 94 4032 2.3313492 0.4929 0 2508 4375 57.32571 0.7450 0 2362 1628 68.924640 0.9486 1 0 0.000000 0.1910 0 0 1894 0.0000000 0.1416 0 260 1894 13.727561 0.8709 0 0 4375 0.000000 0.4015 0 2.34878 0.4441 1 0.998420 0.005654 0 0.7450 0.7317 0 2.5536 0.5173 1 6.645800 0.29650 2
12001000809 12 001 000809 FL Florida Alachua County 3 South Region 5 South Atlantic Division 1347 983 817 578 1347 42.91017 0.8892 0 0 727 0.000000 0.01285 0 93 224 41.51786 0.6302 0 324 593 54.63744 0.5565 0 417 817 51.04039 0.7717 0 38 938 4.0511727 0.11440 0 36 1292 2.786378 0.0180 0 124 9.205642 0.229800 0 45 3.340757 0.03238 0 78 1046 7.456979 0.08259 0 10 268 3.731343 0.0981 0 0 1336 0.0000000 0.0626 0 371 1347 27.54269 0.4665 0 983 648 65.920651 0.9414 1 0 0.000000 0.1910 0 0 817 0.0000000 0.1416 0 25 817 3.059976 0.3629 0 0 1347 0.000000 0.4015 0 1.80615 0.2928 0 0.505470 0.001413 0 0.4665 0.4582 0 2.0384 0.2631 1 4.816520 0.07303 1

2010 Least Vulnerable - Theme 3

svi_2010_state %>% arrange((F_THEME3)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000200 12 001 000200 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6610 2688 2252 4535 5528 82.03690 0.9978 1 312 3048 10.236220 0.6597 0 182 370 49.18919 0.83090 0 1384 1882 73.53879 0.9192 1 1566 2252 69.53819 0.9882 1 190 1130 16.814159 0.6658 0 1723 7495 22.98866 0.6534 0 167 2.526475 0.01823 0 244 3.691377 0.03502 0 375 6248 6.001921 0.04562 0 135 380 35.52632 0.9226 1 0 6536 0.0000000 0.0626 0 2278 6610 34.46293 0.5503 0 2688 1049 39.025298 0.8508 0 0 0.000000 0.1910 0 46 2252 2.0426288 0.5878 0 345 2252 15.31972 0.8947 0 1082 6610 16.369138 0.9652 1 3.9649 0.8721 2 1.08407 0.009423 1 0.5503 0.5404 0 3.4895 0.8952 1 9.08877 0.6645 4
12001000301 12 001 000301 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2610 1787 1697 1425 2610 54.59770 0.9567 1 104 1582 6.573957 0.3518 0 103 225 45.77778 0.75490 0 964 1472 65.48913 0.7990 0 1067 1697 62.87566 0.9567 1 261 1435 18.188153 0.7009 0 603 2876 20.96662 0.5845 0 246 9.425287 0.24150 0 28 1.072797 0.01799 0 353 2501 14.114354 0.43310 0 0 179 0.00000 0.0208 0 11 2582 0.4260263 0.1878 0 694 2610 26.59004 0.4545 0 1787 359 20.089536 0.6959 0 0 0.000000 0.1910 0 0 1697 0.0000000 0.1416 0 230 1697 13.55333 0.8678 0 0 2610 0.000000 0.4015 0 3.5506 0.7828 2 0.90119 0.004005 0 0.4545 0.4464 0 2.2978 0.3875 0 7.20409 0.3826 2
12001000302 12 001 000302 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2739 1480 1362 912 2739 33.29682 0.7712 0 187 1593 11.738857 0.7529 0 79 392 20.15306 0.03715 0 376 970 38.76289 0.2128 0 455 1362 33.40675 0.2124 0 78 1901 4.103104 0.1164 0 995 2748 36.20815 0.9153 1 228 8.324206 0.18060 0 552 20.153341 0.44330 0 274 2203 12.437585 0.33040 0 296 682 43.40176 0.9639 1 27 2633 1.0254463 0.3128 0 800 2739 29.20774 0.4867 0 1480 206 13.918919 0.6145 0 45 3.040541 0.6117 0 30 1362 2.2026432 0.6037 0 193 1362 14.17034 0.8791 0 0 2739 0.000000 0.4015 0 2.7682 0.5802 1 2.23100 0.340400 1 0.4867 0.4780 0 3.1105 0.7764 0 8.59640 0.5941 2
12001000400 12 001 000400 FL Florida Alachua County 3 South Region 5 South Atlantic Division 5703 2356 2167 2191 5703 38.41838 0.8457 0 271 2643 10.253500 0.6619 0 448 1384 32.36994 0.32060 0 351 783 44.82759 0.3161 0 799 2167 36.87125 0.3163 0 307 3255 9.431644 0.3668 0 1259 6017 20.92405 0.5826 0 479 8.399088 0.18640 0 1891 33.157987 0.96280 1 767 3875 19.793548 0.73880 0 455 1337 34.03141 0.9091 1 26 5177 0.5022214 0.2089 0 4054 5703 71.08539 0.8225 0 2356 390 16.553480 0.6558 0 24 1.018676 0.4972 0 56 2167 2.5842178 0.6479 0 430 2167 19.84310 0.9366 1 75 5703 1.315097 0.8184 0 2.7733 0.5812 0 3.00600 0.765400 2 0.8225 0.8078 0 3.5559 0.9093 1 10.15770 0.7837 3
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4878 2713 2279 1849 4878 37.90488 0.8387 0 132 2896 4.558011 0.1715 0 393 1044 37.64368 0.50480 0 679 1235 54.97976 0.5637 0 1072 2279 47.03817 0.6655 0 461 3467 13.296798 0.5386 0 844 4816 17.52492 0.4494 0 284 5.822058 0.07676 0 637 13.058631 0.17680 0 589 4252 13.852305 0.41850 0 253 920 27.50000 0.8347 0 16 4596 0.3481288 0.1691 0 1438 4878 29.47929 0.4903 0 2713 374 13.785477 0.6123 0 38 1.400664 0.5249 0 16 2279 0.7020623 0.3670 0 306 2279 13.42694 0.8645 0 93 4878 1.906519 0.8355 0 2.6637 0.5486 0 1.67586 0.078680 0 0.4903 0.4815 0 3.2042 0.8122 0 8.03406 0.5114 0
12001000700 12 001 000700 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6082 2656 2279 2315 5989 38.65420 0.8488 0 353 2245 15.723831 0.8965 0 700 1544 45.33679 0.74190 0 271 735 36.87075 0.1865 0 971 2279 42.60641 0.5117 0 980 3917 25.019147 0.8393 0 1208 6068 19.90771 0.5461 0 951 15.636304 0.55170 0 1529 25.139757 0.71340 0 915 4608 19.856771 0.74330 0 432 1612 26.79901 0.8245 0 190 5601 3.3922514 0.5824 0 5264 6082 86.55048 0.8952 0 2656 60 2.259036 0.3613 0 80 3.012048 0.6089 0 78 2279 3.4225538 0.7241 0 389 2279 17.06889 0.9120 1 0 6082 0.000000 0.4015 0 3.6424 0.8045 0 3.41530 0.911000 0 0.8952 0.8792 0 3.0078 0.7314 1 10.96070 0.8603 1

2010 Least Vulnerable - Theme 4

svi_2010_state %>% arrange((F_THEME4)) %>% head() %>% kbl() %>% kable_styling() %>% scroll_box(width = "100%")
GEOID_2010_trt FIPS_st FIPS_county FIPS_tract state state_name county region_number region division_number division E_TOTPOP_10 E_HU_10 E_HH_10 E_POV150_10 ET_POVSTATUS_10 EP_POV150_10 EPL_POV150_10 F_POV150_10 E_UNEMP_10 ET_EMPSTATUS_10 EP_UNEMP_10 EPL_UNEMP_10 F_UNEMP_10 E_HBURD_OWN_10 ET_HOUSINGCOST_OWN_10 EP_HBURD_OWN_10 EPL_HBURD_OWN_10 F_HBURD_OWN_10 E_HBURD_RENT_10 ET_HOUSINGCOST_RENT_10 EP_HBURD_RENT_10 EPL_HBURD_RENT_10 F_HBURD_RENT_10 E_HBURD_10 ET_HOUSINGCOST_10 EP_HBURD_10 EPL_HBURD_10 F_HBURD_10 E_NOHSDP_10 ET_EDSTATUS_10 EP_NOHSDP_10 EPL_NOHSDP_10 F_NOHSDP_10 E_UNINSUR_12 ET_INSURSTATUS_12 EP_UNINSUR_12 EPL_UNINSUR_12 F_UNINSUR_12 E_AGE65_10 EP_AGE65_10 EPL_AGE65_10 F_AGE65_10 E_AGE17_10 EP_AGE17_10 EPL_AGE17_10 F_AGE17_10 E_DISABL_12 ET_DISABLSTATUS_12 EP_DISABL_12 EPL_DISABL_12 F_DISABL_12 E_SNGPNT_10 ET_FAMILIES_10 EP_SNGPNT_10 EPL_SNGPNT_10 F_SNGPNT_10 E_LIMENG_10 ET_POPAGE5UP_10 EP_LIMENG_10 EPL_LIMENG_10 F_LIMENG_10 E_MINRTY_10 ET_POPETHRACE_10 EP_MINRTY_10 EPL_MINRTY_10 F_MINRTY_10 E_STRHU_10 E_MUNIT_10 EP_MUNIT_10 EPL_MUNIT_10 F_MUNIT_10 E_MOBILE_10 EP_MOBILE_10 EPL_MOBILE_10 F_MOBILE_10 E_CROWD_10 ET_OCCUPANTS_10 EP_CROWD_10 EPL_CROWD_10 F_CROWD_10 E_NOVEH_10 ET_KNOWNVEH_10 EP_NOVEH_10 EPL_NOVEH_10 F_NOVEH_10 E_GROUPQ_10 ET_HHTYPE_10 EP_GROUPQ_10 EPL_GROUPQ_10 F_GROUPQ_10 SPL_THEME1 RPL_THEME1 F_THEME1 SPL_THEME2 RPL_THEME2 F_THEME2 SPL_THEME3 RPL_THEME3 F_THEME3 SPL_THEME4 RPL_THEME4 F_THEME4 SPL_THEMES RPL_THEMES F_TOTAL
12001000301 12 001 000301 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2610 1787 1697 1425 2610 54.59770 0.9567 1 104 1582 6.573957 0.35180 0 103 225 45.77778 0.75490 0 964 1472 65.48913 0.7990 0 1067 1697 62.87566 0.9567 1 261 1435 18.188153 0.70090 0 603 2876 20.966620 0.58450 0 246 9.425287 0.24150 0 28 1.072797 0.01799 0 353 2501 14.114354 0.43310 0 0 179 0.000000 0.0208 0 11 2582 0.4260263 0.1878 0 694 2610 26.59004 0.4545 0 1787 359 20.089536 0.6959 0 0 0.000000 0.1910 0 0 1697 0.0000000 0.1416 0 230 1697 13.553329 0.8678 0 0 2610 0.000000 0.4015 0 3.55060 0.78280 2 0.90119 0.004005 0 0.4545 0.4464 0 2.2978 0.3875 0 7.20409 0.3826 2
12001000302 12 001 000302 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2739 1480 1362 912 2739 33.29682 0.7712 0 187 1593 11.738857 0.75290 0 79 392 20.15306 0.03715 0 376 970 38.76289 0.2128 0 455 1362 33.40675 0.2124 0 78 1901 4.103104 0.11640 0 995 2748 36.208151 0.91530 1 228 8.324206 0.18060 0 552 20.153341 0.44330 0 274 2203 12.437585 0.33040 0 296 682 43.401759 0.9639 1 27 2633 1.0254463 0.3128 0 800 2739 29.20774 0.4867 0 1480 206 13.918919 0.6145 0 45 3.040541 0.6117 0 30 1362 2.2026432 0.6037 0 193 1362 14.170338 0.8791 0 0 2739 0.000000 0.4015 0 2.76820 0.58020 1 2.23100 0.340400 1 0.4867 0.4780 0 3.1105 0.7764 0 8.59640 0.5941 2
12001000500 12 001 000500 FL Florida Alachua County 3 South Region 5 South Atlantic Division 4878 2713 2279 1849 4878 37.90488 0.8387 0 132 2896 4.558011 0.17150 0 393 1044 37.64368 0.50480 0 679 1235 54.97976 0.5637 0 1072 2279 47.03817 0.6655 0 461 3467 13.296798 0.53860 0 844 4816 17.524917 0.44940 0 284 5.822058 0.07676 0 637 13.058631 0.17680 0 589 4252 13.852305 0.41850 0 253 920 27.500000 0.8347 0 16 4596 0.3481288 0.1691 0 1438 4878 29.47929 0.4903 0 2713 374 13.785477 0.6123 0 38 1.400664 0.5249 0 16 2279 0.7020623 0.3670 0 306 2279 13.426942 0.8645 0 93 4878 1.906519 0.8355 0 2.66370 0.54860 0 1.67586 0.078680 0 0.4903 0.4815 0 3.2042 0.8122 0 8.03406 0.5114 0
12001001000 12 001 001000 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6045 2926 2550 3319 6013 55.19707 0.9613 1 318 2684 11.847988 0.76100 0 169 969 17.44066 0.02123 0 1205 1581 76.21758 0.9406 1 1374 2550 53.88235 0.8356 0 105 2415 4.347826 0.12760 0 1015 6667 15.224239 0.35260 0 541 8.949545 0.21420 0 464 7.675765 0.07580 0 363 6015 6.034913 0.04634 0 67 848 7.900943 0.2301 0 69 5907 1.1681056 0.3385 0 791 6045 13.08519 0.2339 0 2926 662 22.624744 0.7221 0 50 1.708818 0.5472 0 27 2550 1.0588235 0.4362 0 144 2550 5.647059 0.5907 0 0 6045 0.000000 0.4015 0 3.03810 0.65650 1 0.90494 0.004240 0 0.2339 0.2297 0 2.6977 0.5885 0 6.87464 0.3312 1
12001001100 12 001 001100 FL Florida Alachua County 3 South Region 5 South Atlantic Division 6414 3154 2990 988 6395 15.44957 0.3216 0 144 3213 4.481793 0.16520 0 576 2445 23.55828 0.08179 0 312 545 57.24771 0.6216 0 888 2990 29.69900 0.1310 0 122 4708 2.591334 0.05782 0 443 6210 7.133655 0.09337 0 1367 21.312753 0.71940 0 963 15.014032 0.23430 0 776 5335 14.545454 0.46030 0 187 1730 10.809249 0.3421 0 39 6189 0.6301503 0.2351 0 1029 6414 16.04303 0.2898 0 3154 538 17.057704 0.6627 0 0 0.000000 0.1910 0 0 2990 0.0000000 0.1416 0 223 2990 7.458194 0.6832 0 0 6414 0.000000 0.4015 0 0.76899 0.04759 0 1.99120 0.201400 0 0.2898 0.2846 0 2.0800 0.2780 0 5.12999 0.1051 0
12001001201 12 001 001201 FL Florida Alachua County 3 South Region 5 South Atlantic Division 2925 1230 1175 480 2916 16.46091 0.3528 0 16 1581 1.012018 0.02978 0 218 862 25.29002 0.11240 0 145 313 46.32588 0.3460 0 363 1175 30.89362 0.1543 0 108 1988 5.432596 0.17490 0 353 2961 11.921648 0.23120 0 377 12.888889 0.42430 0 671 22.940171 0.60090 0 339 2201 15.402090 0.51480 0 85 683 12.445095 0.4069 0 20 2702 0.7401925 0.2600 0 788 2925 26.94017 0.4574 0 1230 51 4.146342 0.4329 0 0 0.000000 0.1910 0 27 1175 2.2978723 0.6162 0 64 1175 5.446809 0.5751 0 0 2925 0.000000 0.4015 0 0.94298 0.07350 0 2.20690 0.323400 0 0.4574 0.4492 0 2.2167 0.3451 0 5.82398 0.1847 0

The most vulnerable by themes 1-4 in 2020 were:

  • Broward County

  • Miami-Dade County

  • Alachua County

  • Hillsborough County

  • The most vulnerable by themes 1-4 in 2010 were:

  • Broward County

  • Hillsborough County

  • Alachua County

  • Miami-Dade County

The least vulnerable in 2020 and 2010 were all Alachua County, for all four themes