United States county health rankings
src_us_county_health_rankings.RdThe County Health Rankings, a collaboration between the Robert Wood Johnson Foundation and the University of Wisconsin Population Health Institute, measure the health of nearly all counties in the nation and rank them within states. The Rankings are compiled using county-level measures from a variety of national and state data sources.
Details
The County Health Rankings gather data from around the nation that is comparable between counties, within states. For most of their measures, county data is also comparable across state lines. However, for a few of their measures, some caution must be exercised when making comparisons between counties in different states. See references below for details.
Author
Sean Davis seandavi@gmail.com
Examples
ret = src_us_county_health_rankings()
#> Rows: 3194 Columns: 720
#> ── Column specification ────────────────────────────────────────────────────────
#> Delimiter: ","
#> chr (5): statecode, countycode, fipscode, state, county
#> dbl (569): year, county_ranked, v001_rawvalue, v001_numerator, v001_denomina...
#> lgl (146): v002_numerator, v002_denominator, v036_numerator, v036_denominato...
#>
#> ℹ Use `spec()` to retrieve the full column specification for this data.
#> ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
head(ret)
#> # A tibble: 6 × 9
#> statecode countycode fips state county year county_ranked variable value
#> <chr> <chr> <chr> <chr> <chr> <dbl> <lgl> <chr> <dbl>
#> 1 00 000 00000 US United S… 2023 NA prematu… 7.28e3
#> 2 00 000 00000 US United S… 2023 NA prematu… 4.13e6
#> 3 00 000 00000 US United S… 2023 NA prematu… 9.17e8
#> 4 00 000 00000 US United S… 2023 NA prematu… 7.27e3
#> 5 00 000 00000 US United S… 2023 NA prematu… 7.29e3
#> 6 00 000 00000 US United S… 2023 NA prematu… 0
colnames(ret)
#> [1] "statecode" "countycode" "fips" "state"
#> [5] "county" "year" "county_ranked" "variable"
#> [9] "value"
# available measurements (a bunch of them)
unique(ret$variable)
#> [1] "premature_death_raw_value"
#> [2] "premature_death_numerator"
#> [3] "premature_death_denominator"
#> [4] "premature_death_ci_low"
#> [5] "premature_death_ci_high"
#> [6] "premature_death_flag_(0_=_no_flag/1=unreliable/2=suppressed)"
#> [7] "premature_death_(aian)"
#> [8] "premature_death_ci_low_(aian)"
#> [9] "premature_death_ci_high_(aian)"
#> [10] "premature_death_flag_(aian)_(._=_no_flag/1=unreliable/2=suppressed)"
#> [11] "premature_death_(asian/pacific_islander)"
#> [12] "premature_death_ci_low_(asian/pacific_islander)"
#> [13] "premature_death_ci_high_(asian/pacific_islander)"
#> [14] "premature_death_flag_(asian/pacific_islander)_(._=_no_flag/1=unreliable/2=suppressed)"
#> [15] "premature_death_(black)"
#> [16] "premature_death_ci_low_(black)"
#> [17] "premature_death_ci_high_(black)"
#> [18] "premature_death_flag_(black)_(._=_no_flag/1=unreliable/2=suppressed)"
#> [19] "premature_death_(hispanic)"
#> [20] "premature_death_ci_low_(hispanic)"
#> [21] "premature_death_ci_high_(hispanic)"
#> [22] "premature_death_flag_(hispanic)_(._=_no_flag/1=unreliable/2=suppressed)"
#> [23] "premature_death_(white)"
#> [24] "premature_death_ci_low_(white)"
#> [25] "premature_death_ci_high_(white)"
#> [26] "premature_death_flag_(white)_(._=_no_flag/1=unreliable/2=suppressed)"
#> [27] "poor_or_fair_health_raw_value"
#> [28] "poor_or_fair_health_numerator"
#> [29] "poor_or_fair_health_denominator"
#> [30] "poor_or_fair_health_ci_low"
#> [31] "poor_or_fair_health_ci_high"
#> [32] "poor_physical_health_days_raw_value"
#> [33] "poor_physical_health_days_numerator"
#> [34] "poor_physical_health_days_denominator"
#> [35] "poor_physical_health_days_ci_low"
#> [36] "poor_physical_health_days_ci_high"
#> [37] "poor_mental_health_days_raw_value"
#> [38] "poor_mental_health_days_numerator"
#> [39] "poor_mental_health_days_denominator"
#> [40] "poor_mental_health_days_ci_low"
#> [41] "poor_mental_health_days_ci_high"
#> [42] "low_birthweight_raw_value"
#> [43] "low_birthweight_numerator"
#> [44] "low_birthweight_denominator"
#> [45] "low_birthweight_ci_low"
#> [46] "low_birthweight_ci_high"
#> [47] "lbw_unreliable_indicator_(unreliable_=_numerator_<_20_or_relative_standard_error_>_20%)"
#> [48] "low_birthweight_(aian)"
#> [49] "low_birthweight_ci_low_(aian)"
#> [50] "low_birthweight_ci_high_(aian)"
#> [51] "low_birthweight_(asian/pacific_islander)"
#> [52] "low_birthweight_ci_low_(asian/pacific_islander)"
#> [53] "low_birthweight_ci_high_(asian/pacific_islander)"
#> [54] "low_birthweight_(black)"
#> [55] "low_birthweight_ci_low_(black)"
#> [56] "low_birthweight_ci_high_(black)"
#> [57] "low_birthweight_(hispanic)"
#> [58] "low_birthweight_ci_low_(hispanic)"
#> [59] "low_birthweight_ci_high_(hispanic)"
#> [60] "low_birthweight_(white)"
#> [61] "low_birthweight_ci_low_(white)"
#> [62] "low_birthweight_ci_high_(white)"
#> [63] "adult_smoking_raw_value"
#> [64] "adult_smoking_numerator"
#> [65] "adult_smoking_denominator"
#> [66] "adult_smoking_ci_low"
#> [67] "adult_smoking_ci_high"
#> [68] "adult_obesity_raw_value"
#> [69] "adult_obesity_numerator"
#> [70] "adult_obesity_denominator"
#> [71] "adult_obesity_ci_low"
#> [72] "adult_obesity_ci_high"
#> [73] "food_environment_index_raw_value"
#> [74] "food_environment_index_numerator"
#> [75] "food_environment_index_denominator"
#> [76] "food_environment_index_ci_low"
#> [77] "food_environment_index_ci_high"
#> [78] "physical_inactivity_raw_value"
#> [79] "physical_inactivity_numerator"
#> [80] "physical_inactivity_denominator"
#> [81] "physical_inactivity_ci_low"
#> [82] "physical_inactivity_ci_high"
#> [83] "access_to_exercise_opportunities_raw_value"
#> [84] "access_to_exercise_opportunities_numerator"
#> [85] "access_to_exercise_opportunities_denominator"
#> [86] "access_to_exercise_opportunities_ci_low"
#> [87] "access_to_exercise_opportunities_ci_high"
#> [88] "excessive_drinking_raw_value"
#> [89] "excessive_drinking_numerator"
#> [90] "excessive_drinking_denominator"
#> [91] "excessive_drinking_ci_low"
#> [92] "excessive_drinking_ci_high"
#> [93] "alcohol-impaired_driving_deaths_raw_value"
#> [94] "alcohol-impaired_driving_deaths_numerator"
#> [95] "alcohol-impaired_driving_deaths_denominator"
#> [96] "alcohol-impaired_driving_deaths_ci_low"
#> [97] "alcohol-impaired_driving_deaths_ci_high"
#> [98] "sexually_transmitted_infections_raw_value"
#> [99] "sexually_transmitted_infections_numerator"
#> [100] "sexually_transmitted_infections_denominator"
#> [101] "sexually_transmitted_infections_ci_low"
#> [102] "sexually_transmitted_infections_ci_high"
#> [103] "teen_births_raw_value"
#> [104] "teen_births_numerator"
#> [105] "teen_births_denominator"
#> [106] "teen_births_ci_low"
#> [107] "teen_births_ci_high"
#> [108] "teen_births_(aian)"
#> [109] "teen_births_ci_low_(aian)"
#> [110] "teen_births_ci_high_(aian)"
#> [111] "teen_births_(asian/pacific_islander)"
#> [112] "teen_births_ci_low_(asian/pacific_islander)"
#> [113] "teen_births_ci_high_(asian/pacific_islander)"
#> [114] "teen_births_(black)"
#> [115] "teen_births_ci_low_(black)"
#> [116] "teen_births_ci_high_(black)"
#> [117] "teen_births_(hispanic)"
#> [118] "teen_births_ci_low_(hispanic)"
#> [119] "teen_births_ci_high_(hispanic)"
#> [120] "teen_births_(white)"
#> [121] "teen_births_ci_low_(white)"
#> [122] "teen_births_ci_high_(white)"
#> [123] "uninsured_raw_value"
#> [124] "uninsured_numerator"
#> [125] "uninsured_denominator"
#> [126] "uninsured_ci_low"
#> [127] "uninsured_ci_high"
#> [128] "primary_care_physicians_raw_value"
#> [129] "primary_care_physicians_numerator"
#> [130] "primary_care_physicians_denominator"
#> [131] "primary_care_physicians_ci_low"
#> [132] "primary_care_physicians_ci_high"
#> [133] "ratio_of_population_to_primary_care_physicians."
#> [134] "dentists_raw_value"
#> [135] "dentists_numerator"
#> [136] "dentists_denominator"
#> [137] "dentists_ci_low"
#> [138] "dentists_ci_high"
#> [139] "ratio_of_population_to_dentists."
#> [140] "mental_health_providers_raw_value"
#> [141] "mental_health_providers_numerator"
#> [142] "mental_health_providers_denominator"
#> [143] "mental_health_providers_ci_low"
#> [144] "mental_health_providers_ci_high"
#> [145] "ratio_of_population_to_mental_health_providers."
#> [146] "preventable_hospital_stays_raw_value"
#> [147] "preventable_hospital_stays_numerator"
#> [148] "preventable_hospital_stays_denominator"
#> [149] "preventable_hospital_stays_ci_low"
#> [150] "preventable_hospital_stays_ci_high"
#> [151] "preventable_hospital_stays_(aian)"
#> [152] "preventable_hospital_stays_(asian/pacific_islander)"
#> [153] "preventable_hospital_stays_(black)"
#> [154] "preventable_hospital_stays_(hispanic)"
#> [155] "preventable_hospital_stays_(white)"
#> [156] "mammography_screening_raw_value"
#> [157] "mammography_screening_numerator"
#> [158] "mammography_screening_denominator"
#> [159] "mammography_screening_ci_low"
#> [160] "mammography_screening_ci_high"
#> [161] "mammography_screening_(aian)"
#> [162] "mammography_screening_(asian/pacific_islander)"
#> [163] "mammography_screening_(black)"
#> [164] "mammography_screening_(hispanic)"
#> [165] "mammography_screening_(white)"
#> [166] "flu_vaccinations_raw_value"
#> [167] "flu_vaccinations_numerator"
#> [168] "flu_vaccinations_denominator"
#> [169] "flu_vaccinations_ci_low"
#> [170] "flu_vaccinations_ci_high"
#> [171] "flu_vaccinations_(aian)"
#> [172] "flu_vaccinations_(asian/pacific_islander)"
#> [173] "flu_vaccinations_(black)"
#> [174] "flu_vaccinations_(hispanic)"
#> [175] "flu_vaccinations_(white)"
#> [176] "high_school_completion_raw_value"
#> [177] "high_school_completion_numerator"
#> [178] "high_school_completion_denominator"
#> [179] "high_school_completion_ci_low"
#> [180] "high_school_completion_ci_high"
#> [181] "some_college_raw_value"
#> [182] "some_college_numerator"
#> [183] "some_college_denominator"
#> [184] "some_college_ci_low"
#> [185] "some_college_ci_high"
#> [186] "unemployment_raw_value"
#> [187] "unemployment_numerator"
#> [188] "unemployment_denominator"
#> [189] "unemployment_ci_low"
#> [190] "unemployment_ci_high"
#> [191] "children_in_poverty_raw_value"
#> [192] "children_in_poverty_numerator"
#> [193] "children_in_poverty_denominator"
#> [194] "children_in_poverty_ci_low"
#> [195] "children_in_poverty_ci_high"
#> [196] "children_in_poverty_(aian)"
#> [197] "children_in_poverty_ci_low_(aian)"
#> [198] "children_in_poverty_ci_high_(aian)"
#> [199] "children_in_poverty_(asian/pacific_islander)"
#> [200] "children_in_poverty_ci_low_(asian/pacific_islander)"
#> [201] "children_in_poverty_ci_high_(asian/pacific_islander)"
#> [202] "children_in_poverty_(black)"
#> [203] "children_in_poverty_ci_low_(black)"
#> [204] "children_in_poverty_ci_high_(black)"
#> [205] "children_in_poverty_(hispanic)"
#> [206] "children_in_poverty_ci_low_(hispanic)"
#> [207] "children_in_poverty_ci_high_(hispanic)"
#> [208] "children_in_poverty_(white)"
#> [209] "children_in_poverty_ci_low_(white)"
#> [210] "children_in_poverty_ci_high_(white)"
#> [211] "income_inequality_raw_value"
#> [212] "income_inequality_numerator"
#> [213] "income_inequality_denominator"
#> [214] "income_inequality_ci_low"
#> [215] "income_inequality_ci_high"
#> [216] "children_in_single-parent_households_raw_value"
#> [217] "children_in_single-parent_households_numerator"
#> [218] "children_in_single-parent_households_denominator"
#> [219] "children_in_single-parent_households_ci_low"
#> [220] "children_in_single-parent_households_ci_high"
#> [221] "social_associations_raw_value"
#> [222] "social_associations_numerator"
#> [223] "social_associations_denominator"
#> [224] "social_associations_ci_low"
#> [225] "social_associations_ci_high"
#> [226] "injury_deaths_raw_value"
#> [227] "injury_deaths_numerator"
#> [228] "injury_deaths_denominator"
#> [229] "injury_deaths_ci_low"
#> [230] "injury_deaths_ci_high"
#> [231] "injury_deaths_(aian)"
#> [232] "injury_deaths_ci_low_(aian)"
#> [233] "injury_deaths_ci_high_(aian)"
#> [234] "injury_deaths_(asian/pacific_islander)"
#> [235] "injury_deaths_ci_low_(asian/pacific_islander)"
#> [236] "injury_deaths_ci_high_(asian/pacific_islander)"
#> [237] "injury_deaths_(black)"
#> [238] "injury_deaths_ci_low_(black)"
#> [239] "injury_deaths_ci_high_(black)"
#> [240] "injury_deaths_(hispanic)"
#> [241] "injury_deaths_ci_low_(hispanic)"
#> [242] "injury_deaths_ci_high_(hispanic)"
#> [243] "injury_deaths_(white)"
#> [244] "injury_deaths_ci_low_(white)"
#> [245] "injury_deaths_ci_high_(white)"
#> [246] "air_pollution_-_particulate_matter_raw_value"
#> [247] "air_pollution_-_particulate_matter_numerator"
#> [248] "air_pollution_-_particulate_matter_denominator"
#> [249] "air_pollution_-_particulate_matter_ci_low"
#> [250] "air_pollution_-_particulate_matter_ci_high"
#> [251] "drinking_water_violations_raw_value"
#> [252] "drinking_water_violations_numerator"
#> [253] "drinking_water_violations_denominator"
#> [254] "drinking_water_violations_ci_low"
#> [255] "drinking_water_violations_ci_high"
#> [256] "severe_housing_problems_raw_value"
#> [257] "severe_housing_problems_numerator"
#> [258] "severe_housing_problems_denominator"
#> [259] "severe_housing_problems_ci_low"
#> [260] "severe_housing_problems_ci_high"
#> [261] "percentage_of_households_with_high_housing_costs"
#> [262] "percentage_of_households_with_high_housing_costs_ci_low"
#> [263] "percentage_of_households_with_high_housing_costs_ci_high"
#> [264] "percentage_of_households_with_overcrowding"
#> [265] "percentage_of_households_with_overcrowding_ci_low"
#> [266] "percentage_of_households_with_overcrowding_ci_high"
#> [267] "percentage_of_households_with_lack_of_kitchen_or_plumbing_facilities"
#> [268] "percentage_of_households_with_lack_of_kitchen_or_plumbing_facilities_ci_low"
#> [269] "percentage_of_households_with_lack_of_kitchen_or_plumbing_facilities_ci_high"
#> [270] "driving_alone_to_work_raw_value"
#> [271] "driving_alone_to_work_numerator"
#> [272] "driving_alone_to_work_denominator"
#> [273] "driving_alone_to_work_ci_low"
#> [274] "driving_alone_to_work_ci_high"
#> [275] "driving_alone_to_work_(aian)"
#> [276] "driving_alone_to_work_ci_low_(aian)"
#> [277] "driving_alone_to_work_ci_high_(aian)"
#> [278] "driving_alone_to_work_(asian/pacific_islander)"
#> [279] "driving_alone_to_work_ci_low_(asian/pacific_islander)"
#> [280] "driving_alone_to_work_ci_high_(asian/pacific_islander)"
#> [281] "driving_alone_to_work_(black)"
#> [282] "driving_alone_to_work_ci_low_(black)"
#> [283] "driving_alone_to_work_ci_high_(black)"
#> [284] "driving_alone_to_work_(hispanic)"
#> [285] "driving_alone_to_work_ci_low_(hispanic)"
#> [286] "driving_alone_to_work_ci_high_(hispanic)"
#> [287] "driving_alone_to_work_(white)"
#> [288] "driving_alone_to_work_ci_low_(white)"
#> [289] "driving_alone_to_work_ci_high_(white)"
#> [290] "long_commute_-_driving_alone_raw_value"
#> [291] "long_commute_-_driving_alone_numerator"
#> [292] "long_commute_-_driving_alone_denominator"
#> [293] "long_commute_-_driving_alone_ci_low"
#> [294] "long_commute_-_driving_alone_ci_high"
#> [295] "life_expectancy_raw_value"
#> [296] "life_expectancy_numerator"
#> [297] "life_expectancy_denominator"
#> [298] "life_expectancy_ci_low"
#> [299] "life_expectancy_ci_high"
#> [300] "life_expectancy_(aian)"
#> [301] "life_expectancy_ci_low_(aian)"
#> [302] "life_expectancy_ci_high_(aian)"
#> [303] "life_expectancy_(asian/pacific_islander)"
#> [304] "life_expectancy_ci_low_(asian/pacific_islander)"
#> [305] "life_expectancy_ci_high_(asian/pacific_islander)"
#> [306] "life_expectancy_(black)"
#> [307] "life_expectancy_ci_low_(black)"
#> [308] "life_expectancy_ci_high_(black)"
#> [309] "life_expectancy_(hispanic)"
#> [310] "life_expectancy_ci_low_(hispanic)"
#> [311] "life_expectancy_ci_high_(hispanic)"
#> [312] "life_expectancy_(white)"
#> [313] "life_expectancy_ci_low_(white)"
#> [314] "life_expectancy_ci_high_(white)"
#> [315] "premature_age-adjusted_mortality_raw_value"
#> [316] "premature_age-adjusted_mortality_numerator"
#> [317] "premature_age-adjusted_mortality_denominator"
#> [318] "premature_age-adjusted_mortality_ci_low"
#> [319] "premature_age-adjusted_mortality_ci_high"
#> [320] "premature_age-adjusted_mortality_(aian)"
#> [321] "premature_age-adjusted_mortality_ci_low_(aian)"
#> [322] "premature_age-adjusted_mortality_ci_high_(aian)"
#> [323] "premature_age-adjusted_mortality_(asian/pacific_islander)"
#> [324] "premature_age-adjusted_mortality_ci_low_(asian/pacific_islander)"
#> [325] "premature_age-adjusted_mortality_ci_high_(asian/pacific_islander)"
#> [326] "premature_age-adjusted_mortality_(black)"
#> [327] "premature_age-adjusted_mortality_ci_low_(black)"
#> [328] "premature_age-adjusted_mortality_ci_high_(black)"
#> [329] "premature_age-adjusted_mortality_(hispanic)"
#> [330] "premature_age-adjusted_mortality_ci_low_(hispanic)"
#> [331] "premature_age-adjusted_mortality_ci_high_(hispanic)"
#> [332] "premature_age-adjusted_mortality_(white)"
#> [333] "premature_age-adjusted_mortality_ci_low_(white)"
#> [334] "premature_age-adjusted_mortality_ci_high_(white)"
#> [335] "child_mortality_raw_value"
#> [336] "child_mortality_numerator"
#> [337] "child_mortality_denominator"
#> [338] "child_mortality_ci_low"
#> [339] "child_mortality_ci_high"
#> [340] "child_mortality_(aian)"
#> [341] "child_mortality_ci_low_(aian)"
#> [342] "child_mortality_ci_high_(aian)"
#> [343] "child_mortality_(asian/pacific_islander)"
#> [344] "child_mortality_ci_low_(asian/pacific_islander)"
#> [345] "child_mortality_ci_high_(asian/pacific_islander)"
#> [346] "child_mortality_(black)"
#> [347] "child_mortality_ci_low_(black)"
#> [348] "child_mortality_ci_high_(black)"
#> [349] "child_mortality_(hispanic)"
#> [350] "child_mortality_ci_low_(hispanic)"
#> [351] "child_mortality_ci_high_(hispanic)"
#> [352] "child_mortality_(white)"
#> [353] "child_mortality_ci_low_(white)"
#> [354] "child_mortality_ci_high_(white)"
#> [355] "infant_mortality_raw_value"
#> [356] "infant_mortality_numerator"
#> [357] "infant_mortality_denominator"
#> [358] "infant_mortality_ci_low"
#> [359] "infant_mortality_ci_high"
#> [360] "infant_mortality_(aian)"
#> [361] "infant_mortality_ci_low_(aian)"
#> [362] "infant_mortality_ci_high_(aian)"
#> [363] "infant_mortality_(asian/pacific_islander)"
#> [364] "infant_mortality_ci_low_(asian/pacific_islander)"
#> [365] "infant_mortality_ci_high_(asian/pacific_islander)"
#> [366] "infant_mortality_(black)"
#> [367] "infant_mortality_ci_low_(black)"
#> [368] "infant_mortality_ci_high_(black)"
#> [369] "infant_mortality_(hispanic)"
#> [370] "infant_mortality_ci_low_(hispanic)"
#> [371] "infant_mortality_ci_high_(hispanic)"
#> [372] "infant_mortality_(white)"
#> [373] "infant_mortality_ci_low_(white)"
#> [374] "infant_mortality_ci_high_(white)"
#> [375] "frequent_physical_distress_raw_value"
#> [376] "frequent_physical_distress_numerator"
#> [377] "frequent_physical_distress_denominator"
#> [378] "frequent_physical_distress_ci_low"
#> [379] "frequent_physical_distress_ci_high"
#> [380] "frequent_mental_distress_raw_value"
#> [381] "frequent_mental_distress_numerator"
#> [382] "frequent_mental_distress_denominator"
#> [383] "frequent_mental_distress_ci_low"
#> [384] "frequent_mental_distress_ci_high"
#> [385] "diabetes_prevalence_raw_value"
#> [386] "diabetes_prevalence_numerator"
#> [387] "diabetes_prevalence_denominator"
#> [388] "diabetes_prevalence_ci_low"
#> [389] "diabetes_prevalence_ci_high"
#> [390] "hiv_prevalence_raw_value"
#> [391] "hiv_prevalence_numerator"
#> [392] "hiv_prevalence_denominator"
#> [393] "hiv_prevalence_ci_low"
#> [394] "hiv_prevalence_ci_high"
#> [395] "food_insecurity_raw_value"
#> [396] "food_insecurity_numerator"
#> [397] "food_insecurity_denominator"
#> [398] "food_insecurity_ci_low"
#> [399] "food_insecurity_ci_high"
#> [400] "limited_access_to_healthy_foods_raw_value"
#> [401] "limited_access_to_healthy_foods_numerator"
#> [402] "limited_access_to_healthy_foods_denominator"
#> [403] "limited_access_to_healthy_foods_ci_low"
#> [404] "limited_access_to_healthy_foods_ci_high"
#> [405] "drug_overdose_deaths_raw_value"
#> [406] "drug_overdose_deaths_numerator"
#> [407] "drug_overdose_deaths_denominator"
#> [408] "drug_overdose_deaths_ci_low"
#> [409] "drug_overdose_deaths_ci_high"
#> [410] "drug_overdose_deaths_(aian)"
#> [411] "drug_overdose_deaths_ci_low_(aian)"
#> [412] "drug_overdose_deaths_ci_high_(aian)"
#> [413] "drug_overdose_deaths_(asian/pacific_islander)"
#> [414] "drug_overdose_deaths_ci_low_(asian/pacific_islander)"
#> [415] "drug_overdose_deaths_ci_high_(asian/pacific_islander)"
#> [416] "drug_overdose_deaths_(black)"
#> [417] "drug_overdose_deaths_ci_low_(black)"
#> [418] "drug_overdose_deaths_ci_high_(black)"
#> [419] "drug_overdose_deaths_(hispanic)"
#> [420] "drug_overdose_deaths_ci_low_(hispanic)"
#> [421] "drug_overdose_deaths_ci_high_(hispanic)"
#> [422] "drug_overdose_deaths_(white)"
#> [423] "drug_overdose_deaths_ci_low_(white)"
#> [424] "drug_overdose_deaths_ci_high_(white)"
#> [425] "insufficient_sleep_raw_value"
#> [426] "insufficient_sleep_numerator"
#> [427] "insufficient_sleep_denominator"
#> [428] "insufficient_sleep_ci_low"
#> [429] "insufficient_sleep_ci_high"
#> [430] "uninsured_adults_raw_value"
#> [431] "uninsured_adults_numerator"
#> [432] "uninsured_adults_denominator"
#> [433] "uninsured_adults_ci_low"
#> [434] "uninsured_adults_ci_high"
#> [435] "uninsured_children_raw_value"
#> [436] "uninsured_children_numerator"
#> [437] "uninsured_children_denominator"
#> [438] "uninsured_children_ci_low"
#> [439] "uninsured_children_ci_high"
#> [440] "other_primary_care_providers_raw_value"
#> [441] "other_primary_care_providers_numerator"
#> [442] "other_primary_care_providers_denominator"
#> [443] "other_primary_care_providers_ci_low"
#> [444] "other_primary_care_providers_ci_high"
#> [445] "ratio_of_population_to_primary_care_providers_other_than_physicians."
#> [446] "high_school_graduation_raw_value"
#> [447] "high_school_graduation_numerator"
#> [448] "high_school_graduation_denominator"
#> [449] "high_school_graduation_ci_low"
#> [450] "high_school_graduation_ci_high"
#> [451] "disconnected_youth_raw_value"
#> [452] "disconnected_youth_numerator"
#> [453] "disconnected_youth_denominator"
#> [454] "disconnected_youth_ci_low"
#> [455] "disconnected_youth_ci_high"
#> [456] "reading_scores_raw_value"
#> [457] "reading_scores_numerator"
#> [458] "reading_scores_denominator"
#> [459] "reading_scores_ci_low"
#> [460] "reading_scores_ci_high"
#> [461] "reading_scores_(aian)"
#> [462] "reading_scores_(asian/pacific_islander)"
#> [463] "reading_scores_(black)"
#> [464] "reading_scores_(hispanic)"
#> [465] "reading_scores_(white)"
#> [466] "math_scores_raw_value"
#> [467] "math_scores_numerator"
#> [468] "math_scores_denominator"
#> [469] "math_scores_ci_low"
#> [470] "math_scores_ci_high"
#> [471] "math_scores_(aian)"
#> [472] "math_scores_(asian/pacific_islander)"
#> [473] "math_scores_(black)"
#> [474] "math_scores_(hispanic)"
#> [475] "math_scores_(white)"
#> [476] "school_segregation_raw_value"
#> [477] "school_segregation_numerator"
#> [478] "school_segregation_denominator"
#> [479] "school_segregation_ci_low"
#> [480] "school_segregation_ci_high"
#> [481] "school_funding_adequacy_raw_value"
#> [482] "school_funding_adequacy_numerator"
#> [483] "school_funding_adequacy_denominator"
#> [484] "school_funding_adequacy_ci_low"
#> [485] "school_funding_adequacy_ci_high"
#> [486] "gender_pay_gap_raw_value"
#> [487] "gender_pay_gap_numerator"
#> [488] "gender_pay_gap_denominator"
#> [489] "gender_pay_gap_ci_low"
#> [490] "gender_pay_gap_ci_high"
#> [491] "median_household_income_raw_value"
#> [492] "median_household_income_numerator"
#> [493] "median_household_income_denominator"
#> [494] "median_household_income_ci_low"
#> [495] "median_household_income_ci_high"
#> [496] "median_household_income_(aian)"
#> [497] "median_household_income_ci_low_(aian)"
#> [498] "median_household_income_ci_high_(aian)"
#> [499] "median_household_income_(asian)"
#> [500] "median_household_income_ci_low_(asian)"
#> [501] "median_household_income_ci_high_(asian)"
#> [502] "median_household_income_(black)"
#> [503] "median_household_income_ci_low_(black)"
#> [504] "median_household_income_ci_high_(black)"
#> [505] "median_household_income_(hispanic)"
#> [506] "median_household_income_ci_low_(hispanic)"
#> [507] "median_household_income_ci_high_(hispanic)"
#> [508] "median_household_income_(white)"
#> [509] "median_household_income_ci_low_(white)"
#> [510] "median_household_income_ci_high_(white)"
#> [511] "living_wage_raw_value"
#> [512] "living_wage_numerator"
#> [513] "living_wage_denominator"
#> [514] "living_wage_ci_low"
#> [515] "living_wage_ci_high"
#> [516] "children_eligible_for_free_or_reduced_price_lunch_raw_value"
#> [517] "children_eligible_for_free_or_reduced_price_lunch_numerator"
#> [518] "children_eligible_for_free_or_reduced_price_lunch_denominator"
#> [519] "children_eligible_for_free_or_reduced_price_lunch_ci_low"
#> [520] "children_eligible_for_free_or_reduced_price_lunch_ci_high"
#> [521] "residential_segregation_-_black/white_raw_value"
#> [522] "residential_segregation_-_black/white_numerator"
#> [523] "residential_segregation_-_black/white_denominator"
#> [524] "residential_segregation_-_black/white_ci_low"
#> [525] "residential_segregation_-_black/white_ci_high"
#> [526] "child_care_cost_burden_raw_value"
#> [527] "child_care_cost_burden_numerator"
#> [528] "child_care_cost_burden_denominator"
#> [529] "child_care_cost_burden_ci_low"
#> [530] "child_care_cost_burden_ci_high"
#> [531] "child_care_centers_raw_value"
#> [532] "child_care_centers_numerator"
#> [533] "child_care_centers_denominator"
#> [534] "child_care_centers_ci_low"
#> [535] "child_care_centers_ci_high"
#> [536] "homicides_raw_value"
#> [537] "homicides_numerator"
#> [538] "homicides_denominator"
#> [539] "homicides_ci_low"
#> [540] "homicides_ci_high"
#> [541] "homicides_(aian)"
#> [542] "homicides_ci_low_(aian)"
#> [543] "homicides_ci_high_(aian)"
#> [544] "homicides_(asian/pacific_islander)"
#> [545] "homicides_ci_low_(asian/pacific_islander)"
#> [546] "homicides_ci_high_(asian/pacific_islander)"
#> [547] "homicides_(black)"
#> [548] "homicides_ci_low_(black)"
#> [549] "homicides_ci_high_(black)"
#> [550] "homicides_(hispanic)"
#> [551] "homicides_ci_low_(hispanic)"
#> [552] "homicides_ci_high_(hispanic)"
#> [553] "homicides_(white)"
#> [554] "homicides_ci_low_(white)"
#> [555] "homicides_ci_high_(white)"
#> [556] "suicides_raw_value"
#> [557] "suicides_numerator"
#> [558] "suicides_denominator"
#> [559] "suicides_ci_low"
#> [560] "suicides_ci_high"
#> [561] "crude_suicide_rate"
#> [562] "suicides_(aian)"
#> [563] "suicides_ci_low_(aian)"
#> [564] "suicides_ci_high_(aian)"
#> [565] "suicides_(asian/pacific_islander)"
#> [566] "suicides_ci_low_(asian/pacific_islander)"
#> [567] "suicides_ci_high_(asian/pacific_islander)"
#> [568] "suicides_(black)"
#> [569] "suicides_ci_low_(black)"
#> [570] "suicides_ci_high_(black)"
#> [571] "suicides_(hispanic)"
#> [572] "suicides_ci_low_(hispanic)"
#> [573] "suicides_ci_high_(hispanic)"
#> [574] "suicides_(white)"
#> [575] "suicides_ci_low_(white)"
#> [576] "suicides_ci_high_(white)"
#> [577] "firearm_fatalities_raw_value"
#> [578] "firearm_fatalities_numerator"
#> [579] "firearm_fatalities_denominator"
#> [580] "firearm_fatalities_ci_low"
#> [581] "firearm_fatalities_ci_high"
#> [582] "firearm_fatalities_(aian)"
#> [583] "firearm_fatalities_ci_low_(aian)"
#> [584] "firearm_fatalities_ci_high_(aian)"
#> [585] "firearm_fatalities_(asian/pacific_islander)"
#> [586] "firearm_fatalities_ci_low_(asian/pacific_islander)"
#> [587] "firearm_fatalities_ci_high_(asian/pacific_islander)"
#> [588] "firearm_fatalities_(black)"
#> [589] "firearm_fatalities_ci_low_(black)"
#> [590] "firearm_fatalities_ci_high_(black)"
#> [591] "firearm_fatalities_(hispanic)"
#> [592] "firearm_fatalities_ci_low_(hispanic)"
#> [593] "firearm_fatalities_ci_high_(hispanic)"
#> [594] "firearm_fatalities_(white)"
#> [595] "firearm_fatalities_ci_low_(white)"
#> [596] "firearm_fatalities_ci_high_(white)"
#> [597] "motor_vehicle_crash_deaths_raw_value"
#> [598] "motor_vehicle_crash_deaths_numerator"
#> [599] "motor_vehicle_crash_deaths_denominator"
#> [600] "motor_vehicle_crash_deaths_ci_low"
#> [601] "motor_vehicle_crash_deaths_ci_high"
#> [602] "motor_vehicle_crash_deaths_(aian)"
#> [603] "motor_vehicle_crash_deaths_ci_low_(aian)"
#> [604] "motor_vehicle_crash_deaths_ci_high_(aian)"
#> [605] "motor_vehicle_crash_deaths_(asian/pacific_islander)"
#> [606] "motor_vehicle_crash_deaths_ci_low_(asian/pacific_islander)"
#> [607] "motor_vehicle_crash_deaths_ci_high_(asian/pacific_islander)"
#> [608] "motor_vehicle_crash_deaths_(black)"
#> [609] "motor_vehicle_crash_deaths_ci_low_(black)"
#> [610] "motor_vehicle_crash_deaths_ci_high_(black)"
#> [611] "motor_vehicle_crash_deaths_(hispanic)"
#> [612] "motor_vehicle_crash_deaths_ci_low_(hispanic)"
#> [613] "motor_vehicle_crash_deaths_ci_high_(hispanic)"
#> [614] "motor_vehicle_crash_deaths_(white)"
#> [615] "motor_vehicle_crash_deaths_ci_low_(white)"
#> [616] "motor_vehicle_crash_deaths_ci_high_(white)"
#> [617] "juvenile_arrests_raw_value"
#> [618] "juvenile_arrests_numerator"
#> [619] "juvenile_arrests_denominator"
#> [620] "juvenile_arrests_ci_low"
#> [621] "juvenile_arrests_ci_high"
#> [622] "number_of_juvenile_delinquency_cases_formally_processed_by_a_juvenile_court"
#> [623] "number_of_informally_handled_juvenile_delinquency_cases"
#> [624] "voter_turnout_raw_value"
#> [625] "voter_turnout_numerator"
#> [626] "voter_turnout_denominator"
#> [627] "voter_turnout_ci_low"
#> [628] "voter_turnout_ci_high"
#> [629] "census_participation_raw_value"
#> [630] "census_participation_numerator"
#> [631] "census_participation_denominator"
#> [632] "census_participation_ci_low"
#> [633] "census_participation_ci_high"
#> [634] "traffic_volume_raw_value"
#> [635] "traffic_volume_numerator"
#> [636] "traffic_volume_denominator"
#> [637] "traffic_volume_ci_low"
#> [638] "traffic_volume_ci_high"
#> [639] "homeownership_raw_value"
#> [640] "homeownership_numerator"
#> [641] "homeownership_denominator"
#> [642] "homeownership_ci_low"
#> [643] "homeownership_ci_high"
#> [644] "severe_housing_cost_burden_raw_value"
#> [645] "severe_housing_cost_burden_numerator"
#> [646] "severe_housing_cost_burden_denominator"
#> [647] "severe_housing_cost_burden_ci_low"
#> [648] "severe_housing_cost_burden_ci_high"
#> [649] "broadband_access_raw_value"
#> [650] "broadband_access_numerator"
#> [651] "broadband_access_denominator"
#> [652] "broadband_access_ci_low"
#> [653] "broadband_access_ci_high"
#> [654] "population_raw_value"
#> [655] "population_numerator"
#> [656] "population_denominator"
#> [657] "population_ci_low"
#> [658] "population_ci_high"
#> [659] "%_below_18_years_of_age_raw_value"
#> [660] "%_below_18_years_of_age_numerator"
#> [661] "%_below_18_years_of_age_denominator"
#> [662] "%_below_18_years_of_age_ci_low"
#> [663] "%_below_18_years_of_age_ci_high"
#> [664] "%_65_and_older_raw_value"
#> [665] "%_65_and_older_numerator"
#> [666] "%_65_and_older_denominator"
#> [667] "%_65_and_older_ci_low"
#> [668] "%_65_and_older_ci_high"
#> [669] "%_non-hispanic_black_raw_value"
#> [670] "%_non-hispanic_black_numerator"
#> [671] "%_non-hispanic_black_denominator"
#> [672] "%_non-hispanic_black_ci_low"
#> [673] "%_non-hispanic_black_ci_high"
#> [674] "%_american_indian_&_alaska_native_raw_value"
#> [675] "%_american_indian_&_alaska_native_numerator"
#> [676] "%_american_indian_&_alaska_native_denominator"
#> [677] "%_american_indian_&_alaska_native_ci_low"
#> [678] "%_american_indian_&_alaska_native_ci_high"
#> [679] "%_asian_raw_value"
#> [680] "%_asian_numerator"
#> [681] "%_asian_denominator"
#> [682] "%_asian_ci_low"
#> [683] "%_asian_ci_high"
#> [684] "%_native_hawaiian/other_pacific_islander_raw_value"
#> [685] "%_native_hawaiian/other_pacific_islander_numerator"
#> [686] "%_native_hawaiian/other_pacific_islander_denominator"
#> [687] "%_native_hawaiian/other_pacific_islander_ci_low"
#> [688] "%_native_hawaiian/other_pacific_islander_ci_high"
#> [689] "%_hispanic_raw_value"
#> [690] "%_hispanic_numerator"
#> [691] "%_hispanic_denominator"
#> [692] "%_hispanic_ci_low"
#> [693] "%_hispanic_ci_high"
#> [694] "%_non-hispanic_white_raw_value"
#> [695] "%_non-hispanic_white_numerator"
#> [696] "%_non-hispanic_white_denominator"
#> [697] "%_non-hispanic_white_ci_low"
#> [698] "%_non-hispanic_white_ci_high"
#> [699] "%_not_proficient_in_english_raw_value"
#> [700] "%_not_proficient_in_english_numerator"
#> [701] "%_not_proficient_in_english_denominator"
#> [702] "%_not_proficient_in_english_ci_low"
#> [703] "%_not_proficient_in_english_ci_high"
#> [704] "%_female_raw_value"
#> [705] "%_female_numerator"
#> [706] "%_female_denominator"
#> [707] "%_female_ci_low"
#> [708] "%_female_ci_high"
#> [709] "%_rural_raw_value"
#> [710] "%_rural_numerator"
#> [711] "%_rural_denominator"
#> [712] "%_rural_ci_low"
#> [713] "%_rural_ci_high"