(National Center for Health Statistics (NCHS) 2020; CDC 2020a; CDC 2020b; Force 2021)
library(usdata)data(pop)
str(pop)## 'data.frame': 54 obs. of 2 variables:
## $ State: chr "Alabama" "Alaska" "Arizona" "Arkansas" ...
## $ pop : int 4903185 731545 7278717 3017804 39512223 5758736 3565287 973764 705749 21477737 ...data(measures)
str(measures)## Classes 'sf' and 'data.frame': 49 obs. of 9 variables:
## $ State : chr "Alabama" "Arizona" "Arkansas" "California" ...
## $ pop : int 4903185 7278717 3017804 39512223 5758736 3565287 973764 705749 21477737 10617423 ...
## $ retail : num -13.19 -22.17 -9.17 -32.23 -20.62 ...
## $ transit : num -7.46 -27.54 -5.81 -42.28 -34.15 ...
## $ stringency: num 50.9 57.7 59.5 66.2 62.9 ...
## $ schools : int 149 219 160 300 147 166 165 72 137 152 ...
## $ gatherings: int 65 155 301 301 305 301 140 301 225 305 ...
## $ Population: num 4903185 7278717 3017804 39512223 5758736 ...
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str(States_COVID19)## tibble [17,914 × 30] (S3: tbl_df/tbl/data.frame)
## $ date : Date[1:17914], format: "2020-03-06" "2020-03-07" ...
## $ vaccines : logi [1:17914] NA NA NA NA NA NA ...
## $ tests : int [1:17914] 37 50 50 85 143 238 350 603 937 1515 ...
## $ confirmed : num [1:17914] 1 2 2 5 11 21 43 62 90 128 ...
## $ recovered : int [1:17914] NA NA NA NA NA NA NA NA NA NA ...
## $ deaths : int [1:17914] NA NA NA NA NA NA NA NA NA NA ...
## $ hosp : num [1:17914] NA NA NA NA NA NA NA NA NA NA ...
## $ vent : int [1:17914] NA NA NA NA NA NA NA NA NA NA ...
## $ icu : int [1:17914] NA NA NA NA NA NA NA NA NA NA ...
## $ population : num [1:17914] 5639632 5639632 5639632 5639632 5639632 ...
## $ school_closing : int [1:17914] 0 0 0 0 0 0 0 1 1 1 ...
## $ workplace_closing : int [1:17914] 0 0 0 0 0 0 1 1 1 1 ...
## $ cancel_events : int [1:17914] 0 0 0 0 0 0 0 1 1 2 ...
## $ gatherings_restrictions : int [1:17914] 0 0 0 0 0 0 0 2 2 2 ...
## $ transport_closing : int [1:17914] 0 0 0 0 0 0 0 0 0 0 ...
## $ stay_home_restrictions : int [1:17914] 0 0 0 0 0 0 0 1 1 1 ...
## $ internal_movement_restrictions : int [1:17914] 0 0 0 0 0 0 0 1 1 1 ...
## $ international_movement_restrictions : int [1:17914] 3 3 3 3 3 3 3 3 3 3 ...
## $ information_campaigns : int [1:17914] 2 2 2 2 2 2 2 2 2 2 ...
## $ testing_policy : int [1:17914] 1 1 1 1 1 1 1 1 1 1 ...
## $ contact_tracing : int [1:17914] 1 1 1 1 1 1 1 1 1 1 ...
## $ stringency_index : num [1:17914] 19.4 19.4 19.4 19.4 19.4 ...
## $ administrative_area_level_2 : chr [1:17914] "Minnesota" "Minnesota" "Minnesota" "Minnesota" ...
## $ retail_and_recreation_percent_change_from_baseline: int [1:17914] 6 7 13 4 6 7 3 2 -7 -5 ...
## $ grocery_and_pharmacy_percent_change_from_baseline : int [1:17914] 6 9 12 3 4 7 14 20 15 19 ...
## $ parks_percent_change_from_baseline : int [1:17914] 6 21 93 -1 6 11 -10 -2 -14 31 ...
## $ transit_stations_percent_change_from_baseline : int [1:17914] 3 7 7 -5 -1 -2 -8 -7 -10 -15 ...
## $ workplaces_percent_change_from_baseline : int [1:17914] -1 3 2 -2 -2 -3 -4 -6 -1 -4 ...
## $ residential_percent_change_from_baseline : int [1:17914] 0 -1 -2 1 1 1 2 3 4 3 ...
## $ State : chr [1:17914] "Minnesota" "Minnesota" "Minnesota" "Minnesota" ...data(totals_by_age)
str(totals_by_age)## tibble [612 × 11] (S3: tbl_df/tbl/data.frame)
## $ data_as_of : chr [1:612] "01/13/2021" "01/13/2021" "01/13/2021" "01/13/2021" ...
## $ state : chr [1:612] "United States" "United States" "United States" "United States" ...
## $ mmwr_week : num [1:612] 1 1 1 1 1 1 1 1 1 1 ...
## $ end_week : chr [1:612] "01/04/2020" "01/04/2020" "01/04/2020" "01/04/2020" ...
## $ sex : chr [1:612] "All Sex" "All Sex" "All Sex" "All Sex" ...
## $ start : num [1:612] NA 0 1 5 15 25 35 45 55 65 ...
## $ end : num [1:612] NA 1 4 14 24 34 44 54 64 74 ...
## $ total_deaths : num [1:612] 35007 216 40 59 370 ...
## $ covid_19_deaths: num [1:612] 2 0 0 0 0 0 0 0 0 1 ...
## $ date : Date[1:612], format: "2020-01-04" "2020-01-04" ...
## $ non_covid : num [1:612] 35005 216 40 59 370 ...data(acs)
str(acs)## 'data.frame': 52 obs. of 5 variables:
## $ State : chr "Alabama" "Alaska" "Arizona" "Arkansas" ...
## $ over_70 : num 537844 48376 820551 336524 3660723 ...
## $ household_income: num 50536 77640 58945 47597 75235 ...
## $ epopulation : num 4876250 737068 7050299 2999370 39283497 ...
## $ percent_over_70 : num 11.03 6.56 11.64 11.22 9.32 ...data(census)
str(census)## tibble [513 × 10] (S3: tbl_df/tbl/data.frame)
## $ State : chr [1:513] "United States" "United States" "United States" "United States" ...
## $ Year : num [1:513] 2011 2012 2013 2014 2015 ...
## $ Population : num [1:513] 3.12e+08 3.14e+08 3.16e+08 3.18e+08 3.21e+08 ...
## $ Change : num [1:513] 2235208 2274116 2162725 2307293 2334155 ...
## $ Births : num [1:513] 3973485 3936976 3940576 3963195 3992376 ...
## $ Deaths : num [1:513] 2512442 2501531 2608019 2582448 2699826 ...
## $ Natural_Inc : num [1:513] 1461043 1435445 1332557 1380747 1292550 ...
## $ Inter_Migration: num [1:513] 774165 838671 830168 926546 1041605 ...
## $ Dom_Migration : num [1:513] 0 0 0 0 0 ...
## $ Net_Migration : num [1:513] 774165 838671 830168 926546 1041605 ...data(us)
str(us)## Classes 'sf' and 'data.frame': 49 obs. of 3 variables:
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## $ pop : int 4903185 7278717 3017804 39512223 5758736 3565287 973764 705749 21477737 10617423 ...
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## ..- attr(*, "names")= chr "State" "pop"CDC. 2020a. “Conditions contributing to deaths involving coronavirus disease 2019 (COVID-19), by age group, United States.” https://data.cdc.gov/NCHS/Conditions-contributing-to-deaths-involving-corona/hk9y-quqm.
———. 2020b. “Provisional COVID-19 Death Counts by Sex, Age, and State | Data | Centers for Disease Control and Prevention.” https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Sex-Age-and-S/9bhg-hcku https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Sex-Age-and-S/9bhg-hcku{\%}0Ahttps://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Sex-Age-and-S/9bhg-hcku/data.
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National Center for Health Statistics (NCHS). 2020. “Provisional COVID-19 Death Counts by Week Ending Date and State.” https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Week-Ending-D/r8kw-7aab.