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Sample population data with 54 columns.

Source

https://github.com/ruralinnovation/map48-project

Value

population_sample_data

a tibble

Examples

data(population_sample_data)
str(population_sample_data)
#> spec_tbl_df [74,030 × 54] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#>  $ geoid                                             : num [1:74030] 1e+09 1e+09 1e+09 1e+09 1e+09 ...
#>  $ rural_ruca                                        : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_fhfa                                        : num [1:74030] 0 0 0 0 0 0 0 1 1 1 ...
#>  $ rural_forhp                                       : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_rucc                                        : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_uic                                         : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_cdc                                         : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_cbsa_2020                                   : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_cbsa_2013                                   : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ rural_far                                         : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ estimate_agriculture_2014                         : num [1:74030] 0 0 3 0 18 0 6 14 38 54 ...
#>  $ estimate_agriculture_2019                         : num [1:74030] 0 0 0 0 0 7 0 12 17 33 ...
#>  $ estimate_ba_or_higher_2014                        : num [1:74030] 322 351 366 711 2894 ...
#>  $ estimate_ba_or_higher_2019                        : num [1:74030] 359 240 462 994 2878 ...
#>  $ estimate_below_poverty_level_2014                 : num [1:74030] 188 395 623 142 909 ...
#>  $ estimate_below_poverty_level_2019                 : num [1:74030] 332 327 605 180 1581 ...
#>  $ estimate_broadband_access_2019                    : num [1:74030] 525 460 1093 1434 3991 ...
#>  $ estimate_employed_2014                            : num [1:74030] 930 908 1466 1837 5013 ...
#>  $ estimate_employed_2019                            : num [1:74030] 952 723 1727 1725 5190 ...
#>  $ estimate_health_insurance_2019                    : num [1:74030] 1799 1616 3378 3719 9739 ...
#>  $ estimate_households_2019                          : num [1:74030] 709 688 1360 1675 4483 ...
#>  $ estimate_labor_force_2014                         : num [1:74030] 978 1102 1532 2075 5434 ...
#>  $ estimate_labor_force_2019                         : num [1:74030] 980 766 1795 1790 5649 ...
#>  $ estimate_manufacturing_2014                       : num [1:74030] 89 155 114 160 411 202 177 138 518 404 ...
#>  $ estimate_manufacturing_2019                       : num [1:74030] 101 90 211 306 519 54 140 102 873 462 ...
#>  $ estimate_not_enrolled_youth_2014                  : num [1:74030] 53 46 90 188 265 54 129 116 385 201 ...
#>  $ estimate_not_enrolled_youth_2019                  : num [1:74030] 129 25 66 108 336 118 175 54 397 236 ...
#>  $ estimate_pop_16_years_over_2014                   : num [1:74030] 1492 1937 2475 3394 8083 ...
#>  $ estimate_pop_16_years_over_2019                   : num [1:74030] 1617 1575 2799 3227 8495 ...
#>  $ estimate_pop_2014                                 : num [1:74030] 1900 2342 3297 4272 10881 ...
#>  $ estimate_pop_2019                                 : num [1:74030] 1993 1959 3507 3878 10596 ...
#>  $ estimate_pop_25_years_over_2014                   : num [1:74030] 1209 1547 2101 2928 6956 ...
#>  $ estimate_pop_25_years_over_2019                   : num [1:74030] 1323 1403 2505 2856 6792 ...
#>  $ estimate_pop_american_indian_2014                 : num [1:74030] 4 0 23 34 0 0 0 94 0 34 ...
#>  $ estimate_pop_american_indian_2019                 : num [1:74030] 0 0 0 32 0 0 20 0 0 63 ...
#>  $ estimate_pop_asian_2014                           : num [1:74030] 12 66 58 0 364 0 0 0 0 0 ...
#>  $ estimate_pop_asian_2019                           : num [1:74030] 2 0 32 11 385 0 0 0 109 25 ...
#>  $ estimate_pop_black_2014                           : num [1:74030] 142 1240 734 228 1804 ...
#>  $ estimate_pop_black_2019                           : num [1:74030] 152 1117 857 216 1929 ...
#>  $ estimate_pop_civilian_employed_16_years_over_2014 : num [1:74030] 930 908 1466 1837 5013 ...
#>  $ estimate_pop_civilian_employed_16_years_over_2019 : num [1:74030] 952 723 1727 1725 5190 ...
#>  $ estimate_pop_civilian_noninstitutionalized_2019   : num [1:74030] 1993 1740 3502 3870 10135 ...
#>  $ estimate_pop_disconnected_youth_2014              : num [1:74030] 0 0 0 3 0 0 5 18 19 0 ...
#>  $ estimate_pop_disconnected_youth_2019              : num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ estimate_pop_hispanic_2014                        : num [1:74030] 14 60 44 321 186 341 67 108 190 24 ...
#>  $ estimate_pop_hispanic_2019                        : num [1:74030] 26 30 233 42 469 165 251 43 215 26 ...
#>  $ estimate_pop_more_than_one_race_2014              : num [1:74030] 54 76 52 52 169 90 24 67 108 21 ...
#>  $ estimate_pop_more_than_one_race_2019              : num [1:74030] 154 56 95 99 251 55 165 9 51 180 ...
#>  $ estimate_pop_native_hawaiian_pacific_islander_2014: num [1:74030] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ estimate_pop_native_hawaiian_pacific_islander_2019: num [1:74030] 0 0 5 0 0 0 0 0 0 0 ...
#>  $ estimate_pop_white_2014                           : num [1:74030] 1674 900 2386 3584 8358 ...
#>  $ estimate_pop_white_2019                           : num [1:74030] 1659 750 2285 3478 7513 ...
#>  $ estimate_professional_services_2014               : num [1:74030] 152 60 78 70 289 66 5 134 190 62 ...
#>  $ estimate_professional_services_2019               : num [1:74030] 65 17 81 114 499 113 93 71 139 161 ...
#>  - attr(*, "spec")=List of 3
#>   ..$ cols   :List of 54
#>   .. ..$ geoid                                             : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_ruca                                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_fhfa                                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_forhp                                       : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_rucc                                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_uic                                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_cdc                                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_cbsa_2020                                   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_cbsa_2013                                   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ rural_far                                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_agriculture_2014                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_agriculture_2019                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_ba_or_higher_2014                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_ba_or_higher_2019                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_below_poverty_level_2014                 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_below_poverty_level_2019                 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_broadband_access_2019                    : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_employed_2014                            : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_employed_2019                            : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_health_insurance_2019                    : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_households_2019                          : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_labor_force_2014                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_labor_force_2019                         : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_manufacturing_2014                       : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_manufacturing_2019                       : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_not_enrolled_youth_2014                  : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_not_enrolled_youth_2019                  : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_16_years_over_2014                   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_16_years_over_2019                   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_2014                                 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_2019                                 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_25_years_over_2014                   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_25_years_over_2019                   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_american_indian_2014                 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_american_indian_2019                 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_asian_2014                           : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_asian_2019                           : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_black_2014                           : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_black_2019                           : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_civilian_employed_16_years_over_2014 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_civilian_employed_16_years_over_2019 : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_civilian_noninstitutionalized_2019   : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_disconnected_youth_2014              : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_disconnected_youth_2019              : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_hispanic_2014                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_hispanic_2019                        : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_more_than_one_race_2014              : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_more_than_one_race_2019              : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_native_hawaiian_pacific_islander_2014: list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_native_hawaiian_pacific_islander_2019: list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_white_2014                           : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_pop_white_2019                           : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_professional_services_2014               : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   .. ..$ estimate_professional_services_2019               : list()
#>   .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#>   ..$ default: list()
#>   .. ..- attr(*, "class")= chr [1:2] "collector_guess" "collector"
#>   ..$ delim  : chr ","
#>   ..- attr(*, "class")= chr "col_spec"
#>  - attr(*, "problems")=<externalptr>