Research question: Has the COVID-19 pandemic and associated vaccination campaigns cannibalized resources and progress on previous set targets for Vaccine preventable disease?
Hypothesis: Advent of COVID-19 pandemic cases led to increased surveillance of COVID-19 and eventually increased immunization while surveilled cases and immunizations for VPDs decreased.
Research question: Has the economic shock of COVID-19 and R&D focus on the COVID-19 vaccine distorted prices to VPD vaccines
Hypothesis: While GDP growth and GNI of countries slowed or shrank in the Pandemic, prices to VPD vaccines increased and became relatively more expensive.
Research question: Is the benefit of added investment into VPD vaccines and immunization coverage greater than/needed against the cost of VPDs
Hypothesis: The cost of VPDs far exceeds the cost and benefit of investing in VPD vaccines and coverage programs
Load libraries for R. Note: additional libraries may be added later for specific visualization techniques, data exploration, and summary statistics.
#| echo: false
#| warning: false
#load libraries for use
library(tidyverse)
library(lubridate)
library(purrr)
library(janitor)
library(here)
library(readxl)
library(ggridges)
library(stringr)
library(rnaturalearth)
library(countrycode)
library(wbstats)
library("data.table")
setwd("C:/Users/joeau/OneDrive - Johns Hopkins/SAIS/Year 2/Sustainable Finance/final_project/")First need function from earlier in class to help locate countries and use ISO3 codes for WB data and table joins. Created below:
#| echo: false
#| warning: false
#build functions to help generate locations
country_name_regex_to_iso3c <- function(country_name) {
country_name |>
countrycode(origin = "country.name",
destination = "iso3c",
origin_regex = TRUE)
}
iso3c_to_country_name <- function(country_string) {
country_string %>%
countrycode::countrycode(origin = "iso3c", destination = "country.name")
}
character_num_to_numeric <- function(character_num) {
character_num %>%
# take out the commas
stringr::str_remove_all(pattern = ",") %>%
# take out any blank spaces before or after the number
stringr::str_trim() %>%
# coerce to numeric
as.numeric()
}
iso3c_to_x <- purrr::partial(countrycode, origin = "iso3c")Next will be loading in data needed from API (GDP, GNI, Population, per capita calcs?). Getting World Bank API data for country-level analysis below. (Data Source: WB Stats API)
#| echo: false
#| warning: false
##Get our WB data via the API
wb_population <- wb_data("SP.POP.TOTL") # our population data
wb_gdp_ppp <- wb_data("NY.GDP.MKTP.PP.CD") # ppp GDP data
wb_gdp_nominal <- wb_data("NY.GDP.MKTP.CD") # nominal GDP data
wb_gni_ppp <- wb_data("NY.GNP.MKTP.PP.CD") # ppp GNI data
wb_gni_nominal <- wb_data ("NY.GNP.MKTP.CD")# nominal GNI dataCleaning up names of columns for later table joins:
#| echo: false
#| warning: false
##Clean up WB data
wb_gni_nominal <- wb_gni_nominal |>
rename(year = date, country_name = country, gni = NY.GNP.MKTP.CD) |>
select(-iso2c,-unit,-obs_status,-footnote,-last_updated)
wb_gni_ppp <- wb_gni_ppp |>
rename(year = date, country_name = country, gni_pp = NY.GNP.MKTP.PP.CD) |>
select(-iso2c,-unit,-obs_status,-footnote,-last_updated)
wb_gdp_nominal <- wb_gdp_nominal |>
rename(year = date, country_name = country, gdp = NY.GDP.MKTP.CD) |>
select(-iso2c,-unit,-obs_status,-footnote,-last_updated)
wb_gdp_ppp <- wb_gdp_ppp |>
rename(year = date, country_name = country, gdp_ppp = NY.GDP.MKTP.PP.CD) |>
select(-iso2c,-unit,-obs_status,-footnote,-last_updated)
wb_population <- wb_population |>
rename(year = date, country_name = country, pop_total = SP.POP.TOTL) |>
select(-iso2c,-unit,-obs_status,-footnote,-last_updated)Now let’s join all the WB data together into one table using a series of Left Joins and filters to condense our time frame to >= 1990 :
#Left joins beginning with nominal GDP as reference sheet
#Join 1: GDP
wb_gdp <- wb_gdp_nominal |>
left_join(wb_gdp_ppp, by = c("iso3c", "country_name", "year"))
wb_gdp## # A tibble: 13,454 × 5
## iso3c country_name year gdp gdp_ppp
## <chr> <chr> <dbl> <dbl> <dbl>
## 1 ABW Aruba 1960 NA NA
## 2 ABW Aruba 1961 NA NA
## 3 ABW Aruba 1962 NA NA
## 4 ABW Aruba 1963 NA NA
## 5 ABW Aruba 1964 NA NA
## 6 ABW Aruba 1965 NA NA
## 7 ABW Aruba 1966 NA NA
## 8 ABW Aruba 1967 NA NA
## 9 ABW Aruba 1968 NA NA
## 10 ABW Aruba 1969 NA NA
## # … with 13,444 more rows#Join 2: GNI
wb_gni <- wb_gni_nominal |>
left_join(wb_gni_ppp, by = c("iso3c", "country_name", "year"))
wb_gni## # A tibble: 13,454 × 5
## iso3c country_name year gni gni_pp
## <chr> <chr> <dbl> <dbl> <dbl>
## 1 ABW Aruba 1960 NA NA
## 2 ABW Aruba 1961 NA NA
## 3 ABW Aruba 1962 NA NA
## 4 ABW Aruba 1963 NA NA
## 5 ABW Aruba 1964 NA NA
## 6 ABW Aruba 1965 NA NA
## 7 ABW Aruba 1966 NA NA
## 8 ABW Aruba 1967 NA NA
## 9 ABW Aruba 1968 NA NA
## 10 ABW Aruba 1969 NA NA
## # … with 13,444 more rows#Join 3: Combined GDP GNI
wb_econ_data <- wb_gdp |>
left_join(wb_gni, by = c("iso3c", "country_name", "year"))
wb_econ_data## # A tibble: 13,454 × 7
## iso3c country_name year gdp gdp_ppp gni gni_pp
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 ABW Aruba 1960 NA NA NA NA
## 2 ABW Aruba 1961 NA NA NA NA
## 3 ABW Aruba 1962 NA NA NA NA
## 4 ABW Aruba 1963 NA NA NA NA
## 5 ABW Aruba 1964 NA NA NA NA
## 6 ABW Aruba 1965 NA NA NA NA
## 7 ABW Aruba 1966 NA NA NA NA
## 8 ABW Aruba 1967 NA NA NA NA
## 9 ABW Aruba 1968 NA NA NA NA
## 10 ABW Aruba 1969 NA NA NA NA
## # … with 13,444 more rows#Filter data set to same time range before join (>= 1990)
wb_econ_data <- wb_econ_data |>
rename(country = country_name) |>
filter(year >= "1990")
wb_econ_data## # A tibble: 6,944 × 7
## iso3c country year gdp gdp_ppp gni gni_pp
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 ABW Aruba 1990 764804469. 1363755809. 757039106. 1348704439.
## 2 ABW Aruba 1991 872067039. 1522141299. 864301676. 1507408172.
## 3 ABW Aruba 1992 958659218. 1648407758. 948994413. 1630343441.
## 4 ABW Aruba 1993 1083240223. 1810796527. 1065363128. 1778312497.
## 5 ABW Aruba 1994 1245810056. 2001192964. 1225810056. 1966271278.
## 6 ABW Aruba 1995 1320670391. 2095198113. 1305474860. 2068993690.
## 7 ABW Aruba 1996 1379888268. 2158860032. 1362067039. 2128552799.
## 8 ABW Aruba 1997 1531843575. 2350843673. 1508659218. 2312168482.
## 9 ABW Aruba 1998 1665363128. 2424658707. 1659776536. 2415817395.
## 10 ABW Aruba 1999 1722905028. 2489269109. 1680223464. 2422237613.
## # … with 6,934 more rowsLoad in VPD case data (Source: WHO VPD Immunization Data)
#| echo: false
#| warning: false
#Load in Incidence Rate
vpd_ir <- read_excel("C:/Users/joeau/OneDrive - Johns Hopkins/SAIS/Year 2/Sustainable Finance/final_project/00_data_raw/VPDs/vpd_incidence_rate_2021.xlsx") |>
rename(group = GROUP, iso3c =CODE, country = NAME, year = YEAR, disease = DISEASE, disease_desc = DISEASE_DESCRIPTION, units= DENOMINATOR, ir = INCIDENCE_RATE) |>
filter(group == "COUNTRIES")
vpd_ir## # A tibble: 76,842 × 8
## group iso3c country year disease disease_desc units ir
## <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <dbl>
## 1 COUNTRIES ABW Aruba 2021 CRS Congenital rubella synd… per … 0
## 2 COUNTRIES ABW Aruba 2021 DIPHTHERIA Diphtheria per … 0
## 3 COUNTRIES ABW Aruba 2021 MEASLES Measles per … 0
## 4 COUNTRIES ABW Aruba 2021 MUMPS Mumps per … 0
## 5 COUNTRIES ABW Aruba 2021 NTETANUS Neonatal tetanus per … 0
## 6 COUNTRIES ABW Aruba 2021 PERTUSSIS Pertussis per … 0
## 7 COUNTRIES ABW Aruba 2021 POLIO Poliomyelitis per … 0
## 8 COUNTRIES ABW Aruba 2021 RUBELLA Rubella per … 0
## 9 COUNTRIES ABW Aruba 2021 TTETANUS Total tetanus per … 0
## 10 COUNTRIES ABW Aruba 2021 YFEVER Yellow fever per … 0
## # … with 76,832 more rows#Load in Case Data
vpd_cases <- read_excel("C:/Users/joeau/OneDrive - Johns Hopkins/SAIS/Year 2/Sustainable Finance/final_project/00_data_raw/VPDs/vpd_reported_cases_2021.xlsx") |>
rename(group = GROUP, iso3c =CODE, country = NAME, year = YEAR, disease = DISEASE, disease_desc = DISEASE_DESCRIPTION, cases = CASES) |>
filter(group == "COUNTRIES")
vpd_cases## # A tibble: 76,842 × 7
## group iso3c country year disease disease_desc cases
## <chr> <chr> <chr> <dbl> <chr> <chr> <dbl>
## 1 COUNTRIES ABW Aruba 2021 RUBELLA Rubella 0
## 2 COUNTRIES ABW Aruba 2021 NTETANUS Neonatal tetanus 0
## 3 COUNTRIES ABW Aruba 2021 POLIO Poliomyelitis 0
## 4 COUNTRIES ABW Aruba 2021 TTETANUS Total tetanus 0
## 5 COUNTRIES ABW Aruba 2021 CRS Congenital rubella syndrome 0
## 6 COUNTRIES ABW Aruba 2021 MEASLES Measles 0
## 7 COUNTRIES ABW Aruba 2021 PERTUSSIS Pertussis 0
## 8 COUNTRIES ABW Aruba 2021 YFEVER Yellow fever 0
## 9 COUNTRIES ABW Aruba 2021 DIPHTHERIA Diphtheria 0
## 10 COUNTRIES ABW Aruba 2021 MUMPS Mumps 0
## # … with 76,832 more rowsJoin country cases and incidence data (Source: WHO VPD Immunization Data)
#| echo: false
#| warning: false
#Mutate VPD tables with new unique identifier for joins
vpd_case_key = mutate(vpd_cases,
id = paste(iso3c, year, disease, sep = '_'))
vpd_case_key## # A tibble: 76,842 × 8
## group iso3c country year disease disease_desc cases id
## <chr> <chr> <chr> <dbl> <chr> <chr> <dbl> <chr>
## 1 COUNTRIES ABW Aruba 2021 RUBELLA Rubella 0 ABW_…
## 2 COUNTRIES ABW Aruba 2021 NTETANUS Neonatal tetanus 0 ABW_…
## 3 COUNTRIES ABW Aruba 2021 POLIO Poliomyelitis 0 ABW_…
## 4 COUNTRIES ABW Aruba 2021 TTETANUS Total tetanus 0 ABW_…
## 5 COUNTRIES ABW Aruba 2021 CRS Congenital rubella synd… 0 ABW_…
## 6 COUNTRIES ABW Aruba 2021 MEASLES Measles 0 ABW_…
## 7 COUNTRIES ABW Aruba 2021 PERTUSSIS Pertussis 0 ABW_…
## 8 COUNTRIES ABW Aruba 2021 YFEVER Yellow fever 0 ABW_…
## 9 COUNTRIES ABW Aruba 2021 DIPHTHERIA Diphtheria 0 ABW_…
## 10 COUNTRIES ABW Aruba 2021 MUMPS Mumps 0 ABW_…
## # … with 76,832 more rowsvpd_ir_key = mutate(vpd_ir,
id = paste(iso3c, year, disease, sep = '_'))
vpd_ir_key## # A tibble: 76,842 × 9
## group iso3c country year disease disease_desc units ir id
## <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <dbl> <chr>
## 1 COUNTRIES ABW Aruba 2021 CRS Congenital rubell… per … 0 ABW_…
## 2 COUNTRIES ABW Aruba 2021 DIPHTHERIA Diphtheria per … 0 ABW_…
## 3 COUNTRIES ABW Aruba 2021 MEASLES Measles per … 0 ABW_…
## 4 COUNTRIES ABW Aruba 2021 MUMPS Mumps per … 0 ABW_…
## 5 COUNTRIES ABW Aruba 2021 NTETANUS Neonatal tetanus per … 0 ABW_…
## 6 COUNTRIES ABW Aruba 2021 PERTUSSIS Pertussis per … 0 ABW_…
## 7 COUNTRIES ABW Aruba 2021 POLIO Poliomyelitis per … 0 ABW_…
## 8 COUNTRIES ABW Aruba 2021 RUBELLA Rubella per … 0 ABW_…
## 9 COUNTRIES ABW Aruba 2021 TTETANUS Total tetanus per … 0 ABW_…
## 10 COUNTRIES ABW Aruba 2021 YFEVER Yellow fever per … 0 ABW_…
## # … with 76,832 more rows#Change order of columns to put unique id in front for left join
vpd_case_key <- vpd_case_key[,c(8,1,2,3,4,5,6,7)]
vpd_ir_key <- vpd_ir_key[,c(9,1,2,3,4,5,6,7,8)]
#Left join ir to cases
vpd <- vpd_case_key |>
left_join(vpd_ir_key, by = c("id", "group", "iso3c", "country", "year", "disease", "disease_desc"))
vpd## # A tibble: 76,842 × 10
## id group iso3c country year disease disea…¹ cases units ir
## <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <dbl> <chr> <dbl>
## 1 ABW_2021_RUBELLA COUN… ABW Aruba 2021 RUBELLA Rubella 0 per … 0
## 2 ABW_2021_NTETANUS COUN… ABW Aruba 2021 NTETAN… Neonat… 0 per … 0
## 3 ABW_2021_POLIO COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0
## 4 ABW_2021_TTETANUS COUN… ABW Aruba 2021 TTETAN… Total … 0 per … 0
## 5 ABW_2021_CRS COUN… ABW Aruba 2021 CRS Congen… 0 per … 0
## 6 ABW_2021_MEASLES COUN… ABW Aruba 2021 MEASLES Measles 0 per … 0
## 7 ABW_2021_PERTUSS… COUN… ABW Aruba 2021 PERTUS… Pertus… 0 per … 0
## 8 ABW_2021_YFEVER COUN… ABW Aruba 2021 YFEVER Yellow… 0 per … 0
## 9 ABW_2021_DIPHTHE… COUN… ABW Aruba 2021 DIPHTH… Diphth… 0 per … 0
## 10 ABW_2021_MUMPS COUN… ABW Aruba 2021 MUMPS Mumps 0 per … 0
## # … with 76,832 more rows, and abbreviated variable name ¹disease_descNow to add VPD immunization coverage (data source: WHO VPD Vaccination Coverage)
#| echo: false
#| warning: false
#Load in VPD Immunization Coverage
vpd_vax <- read_excel("C:/Users/joeau/OneDrive - Johns Hopkins/SAIS/Year 2/Sustainable Finance/final_project/00_data_raw/VPDs/vpd_vax_coverage_2021.xlsx") |>
rename(group = GROUP, iso3c =CODE, country = NAME, year = YEAR, antig = ANTIGEN, antig_desc = ANTIGEN_DESCRIPTION, disease = DISEASE, coverage_cat = COVERAGE_CATEGORY, cov_cat_desc = COVERAGE_CATEGORY_DESCRIPTION, targ_number = TARGET_NUMBER, doses = DOSES, coverage = COVERAGE) |>
filter(group == "COUNTRIES")
vpd_vax## # A tibble: 328,351 × 12
## group iso3c country year antig antig…¹ disease cover…² cov_c…³ targ_…⁴ doses
## <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <dbl> <dbl>
## 1 COUN… ABW Aruba 2021 BCG BCG TB ADMIN Admini… NA NA
## 2 COUN… ABW Aruba 2021 BCG BCG TB OFFICI… Offici… NA NA
## 3 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… ADMIN Admini… 1188 1008
## 4 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… OFFICI… Offici… NA NA
## 5 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… ADMIN Admini… 1325 1030
## 6 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… OFFICI… Offici… NA NA
## 7 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… ADMIN Admini… 1417 1232
## 8 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… OFFICI… Offici… NA NA
## 9 COUN… ABW Aruba 2021 DTPC… DTP-co… DIPTHE… ADMIN Admini… 1046 1020
## 10 COUN… ABW Aruba 2021 DTPC… DTP-co… DIPTHE… OFFICI… Offici… NA NA
## # … with 328,341 more rows, 1 more variable: coverage <dbl>, and abbreviated
## # variable names ¹antig_desc, ²coverage_cat, ³cov_cat_desc, ⁴targ_number#Mutate VPD vax coverage with new unique identifier for joins
vpd_vax_key = mutate(vpd_vax,
id = paste(iso3c, year, disease, sep = '_'))
vpd_vax_key## # A tibble: 328,351 × 13
## group iso3c country year antig antig…¹ disease cover…² cov_c…³ targ_…⁴ doses
## <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <dbl> <dbl>
## 1 COUN… ABW Aruba 2021 BCG BCG TB ADMIN Admini… NA NA
## 2 COUN… ABW Aruba 2021 BCG BCG TB OFFICI… Offici… NA NA
## 3 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… ADMIN Admini… 1188 1008
## 4 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… OFFICI… Offici… NA NA
## 5 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… ADMIN Admini… 1325 1030
## 6 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… OFFICI… Offici… NA NA
## 7 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… ADMIN Admini… 1417 1232
## 8 COUN… ABW Aruba 2021 DIPH… Diphth… DIPTHE… OFFICI… Offici… NA NA
## 9 COUN… ABW Aruba 2021 DTPC… DTP-co… DIPTHE… ADMIN Admini… 1046 1020
## 10 COUN… ABW Aruba 2021 DTPC… DTP-co… DIPTHE… OFFICI… Offici… NA NA
## # … with 328,341 more rows, 2 more variables: coverage <dbl>, id <chr>, and
## # abbreviated variable names ¹antig_desc, ²coverage_cat, ³cov_cat_desc,
## # ⁴targ_numbervpd_vax_key <- vpd_vax_key[,c(13,1,2,3,4,5,6,7,8,9,10,11,12)]
#Join Vax coverage with
vpd_combo <- vpd |>
left_join(vpd_vax_key, by = c("id", "group", "iso3c", "country", "year", "disease"))
vpd_combo## # A tibble: 160,107 × 17
## id group iso3c country year disease disea…¹ cases units ir antig
## <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <dbl> <chr> <dbl> <chr>
## 1 ABW_2021_R… COUN… ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1
## 2 ABW_2021_R… COUN… ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1
## 3 ABW_2021_N… COUN… ABW Aruba 2021 NTETAN… Neonat… 0 per … 0 PAB
## 4 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1
## 5 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1
## 6 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1…
## 7 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1…
## 8 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV2
## 9 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV2
## 10 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV2…
## # … with 160,097 more rows, 6 more variables: antig_desc <chr>,
## # coverage_cat <chr>, cov_cat_desc <chr>, targ_number <dbl>, doses <dbl>,
## # coverage <dbl>, and abbreviated variable name ¹disease_descLoad in VPD immunization coverage. (Source: Our World in Data COVID-19)
#| echo: false
#| warning: false
#Load in Case & vax Coverage Data
covid <- fread("C:/Users/joeau/OneDrive - Johns Hopkins/SAIS/Year 2/Sustainable Finance/final_project/00_data_raw/COVID/owid-covid-data.csv",
select = c("iso_code","continent","location","date","new_cases","new_vaccinations"))
covid## iso_code continent location date new_cases new_vaccinations
## 1: AFG Asia Afghanistan 1/3/2020 0 NA
## 2: AFG Asia Afghanistan 1/4/2020 0 NA
## 3: AFG Asia Afghanistan 1/5/2020 0 NA
## 4: AFG Asia Afghanistan 1/6/2020 0 NA
## 5: AFG Asia Afghanistan 1/7/2020 0 NA
## ---
## 300733: ZWE Africa Zimbabwe 4/1/2023 7 NA
## 300734: ZWE Africa Zimbabwe 4/2/2023 0 NA
## 300735: ZWE Africa Zimbabwe 4/3/2023 6 NA
## 300736: ZWE Africa Zimbabwe 4/4/2023 0 NA
## 300737: ZWE Africa Zimbabwe 4/5/2023 0 NA#Need to aggregate cases and vax by Country by Month, Year
covid_date <- covid |>
rename(iso3c = iso_code, country = location) |>
separate_wider_delim(date, "/", names = c("month","day","year")) |>
transform(year = as.numeric(year))
covid_date## iso3c continent country month day year new_cases
## 1 AFG Asia Afghanistan 1 3 2020 0
## 2 AFG Asia Afghanistan 1 4 2020 0
## 3 AFG Asia Afghanistan 1 5 2020 0
## 4 AFG Asia Afghanistan 1 6 2020 0
## 5 AFG Asia Afghanistan 1 7 2020 0
## 6 AFG Asia Afghanistan 1 8 2020 0
## 7 AFG Asia Afghanistan 1 9 2020 0
## 8 AFG Asia Afghanistan 1 10 2020 0
## 9 AFG Asia Afghanistan 1 11 2020 0
## 10 AFG Asia Afghanistan 1 12 2020 0
## 11 AFG Asia Afghanistan 1 13 2020 0
## 12 AFG Asia Afghanistan 1 14 2020 0
## 13 AFG Asia Afghanistan 1 15 2020 0
## 14 AFG Asia Afghanistan 1 16 2020 0
## 15 AFG Asia Afghanistan 1 17 2020 0
## 16 AFG Asia Afghanistan 1 18 2020 0
## 17 AFG Asia Afghanistan 1 19 2020 0
## 18 AFG Asia Afghanistan 1 20 2020 0
## 19 AFG Asia Afghanistan 1 21 2020 0
## 20 AFG Asia Afghanistan 1 22 2020 0
## 21 AFG Asia Afghanistan 1 23 2020 0
## 22 AFG Asia Afghanistan 1 24 2020 0
## 23 AFG Asia Afghanistan 1 25 2020 0
## 24 AFG Asia Afghanistan 1 26 2020 0
## 25 AFG Asia Afghanistan 1 27 2020 0
## 26 AFG Asia Afghanistan 1 28 2020 0
## 27 AFG Asia Afghanistan 1 29 2020 0
## 28 AFG Asia Afghanistan 1 30 2020 0
## 29 AFG Asia Afghanistan 1 31 2020 0
## 30 AFG Asia Afghanistan 2 1 2020 0
## 31 AFG Asia Afghanistan 2 2 2020 0
## 32 AFG Asia Afghanistan 2 3 2020 0
## 33 AFG Asia Afghanistan 2 4 2020 0
## 34 AFG Asia Afghanistan 2 5 2020 0
## 35 AFG Asia Afghanistan 2 6 2020 0
## 36 AFG Asia Afghanistan 2 7 2020 0
## 37 AFG Asia Afghanistan 2 8 2020 0
## 38 AFG Asia Afghanistan 2 9 2020 0
## 39 AFG Asia Afghanistan 2 10 2020 0
## 40 AFG Asia Afghanistan 2 11 2020 0
## 41 AFG Asia Afghanistan 2 12 2020 0
## 42 AFG Asia Afghanistan 2 13 2020 0
## 43 AFG Asia Afghanistan 2 14 2020 0
## 44 AFG Asia Afghanistan 2 15 2020 0
## 45 AFG Asia Afghanistan 2 16 2020 0
## 46 AFG Asia Afghanistan 2 17 2020 0
## 47 AFG Asia Afghanistan 2 18 2020 0
## 48 AFG Asia Afghanistan 2 19 2020 0
## 49 AFG Asia Afghanistan 2 20 2020 0
## 50 AFG Asia Afghanistan 2 21 2020 0
## 51 AFG Asia Afghanistan 2 22 2020 0
## 52 AFG Asia Afghanistan 2 23 2020 0
## 53 AFG Asia Afghanistan 2 24 2020 5
## 54 AFG Asia Afghanistan 2 25 2020 0
## 55 AFG Asia Afghanistan 2 26 2020 0
## 56 AFG Asia Afghanistan 2 27 2020 0
## 57 AFG Asia Afghanistan 2 28 2020 0
## 58 AFG Asia Afghanistan 2 29 2020 0
## 59 AFG Asia Afghanistan 3 1 2020 0
## 60 AFG Asia Afghanistan 3 2 2020 0
## 61 AFG Asia Afghanistan 3 3 2020 0
## 62 AFG Asia Afghanistan 3 4 2020 0
## 63 AFG Asia Afghanistan 3 5 2020 0
## 64 AFG Asia Afghanistan 3 6 2020 0
## 65 AFG Asia Afghanistan 3 7 2020 3
## 66 AFG Asia Afghanistan 3 8 2020 0
## 67 AFG Asia Afghanistan 3 9 2020 0
## 68 AFG Asia Afghanistan 3 10 2020 0
## 69 AFG Asia Afghanistan 3 11 2020 3
## 70 AFG Asia Afghanistan 3 12 2020 0
## 71 AFG Asia Afghanistan 3 13 2020 0
## 72 AFG Asia Afghanistan 3 14 2020 3
## 73 AFG Asia Afghanistan 3 15 2020 6
## 74 AFG Asia Afghanistan 3 16 2020 5
## 75 AFG Asia Afghanistan 3 17 2020 NA
## 76 AFG Asia Afghanistan 3 18 2020 0
## 77 AFG Asia Afghanistan 3 19 2020 0
## 78 AFG Asia Afghanistan 3 20 2020 0
## 79 AFG Asia Afghanistan 3 21 2020 0
## 80 AFG Asia Afghanistan 3 22 2020 10
## 81 AFG Asia Afghanistan 3 23 2020 6
## 82 AFG Asia Afghanistan 3 24 2020 2
## 83 AFG Asia Afghanistan 3 25 2020 32
## 84 AFG Asia Afghanistan 3 26 2020 6
## 85 AFG Asia Afghanistan 3 27 2020 11
## 86 AFG Asia Afghanistan 3 28 2020 15
## 87 AFG Asia Afghanistan 3 29 2020 8
## 88 AFG Asia Afghanistan 3 30 2020 0
## 89 AFG Asia Afghanistan 3 31 2020 52
## 90 AFG Asia Afghanistan 4 1 2020 26
## 91 AFG Asia Afghanistan 4 2 2020 43
## 92 AFG Asia Afghanistan 4 3 2020 34
## 93 AFG Asia Afghanistan 4 4 2020 1
## 94 AFG Asia Afghanistan 4 5 2020 29
## 95 AFG Asia Afghanistan 4 6 2020 38
## 96 AFG Asia Afghanistan 4 7 2020 30
## 97 AFG Asia Afghanistan 4 8 2020 56
## 98 AFG Asia Afghanistan 4 9 2020 21
## 99 AFG Asia Afghanistan 4 10 2020 77
## 100 AFG Asia Afghanistan 4 11 2020 0
## 101 AFG Asia Afghanistan 4 12 2020 34
## 102 AFG Asia Afghanistan 4 13 2020 52
## 103 AFG Asia Afghanistan 4 14 2020 58
## 104 AFG Asia Afghanistan 4 15 2020 105
## 105 AFG Asia Afghanistan 4 16 2020 24
## 106 AFG Asia Afghanistan 4 17 2020 51
## 107 AFG Asia Afghanistan 4 18 2020 63
## 108 AFG Asia Afghanistan 4 19 2020 25
## 109 AFG Asia Afghanistan 4 20 2020 63
## 110 AFG Asia Afghanistan 4 21 2020 30
## 111 AFG Asia Afghanistan 4 22 2020 66
## 112 AFG Asia Afghanistan 4 23 2020 84
## 113 AFG Asia Afghanistan 4 24 2020 50
## 114 AFG Asia Afghanistan 4 25 2020 104
## 115 AFG Asia Afghanistan 4 26 2020 133
## 116 AFG Asia Afghanistan 4 27 2020 68
## 117 AFG Asia Afghanistan 4 28 2020 172
## 118 AFG Asia Afghanistan 4 29 2020 124
## 119 AFG Asia Afghanistan 4 30 2020 0
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## 1199 OWID_AFR Africa 1 12 2020 0
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## 1244 OWID_AFR Africa 2 26 2020 1
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## 1317 OWID_AFR Africa 5 9 2020 3749
## 1318 OWID_AFR Africa 5 10 2020 2793
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## 1343 OWID_AFR Africa 6 4 2020 5311
## 1344 OWID_AFR Africa 6 5 2020 7842
## 1345 OWID_AFR Africa 6 6 2020 6497
## 1346 OWID_AFR Africa 6 7 2020 6950
## 1347 OWID_AFR Africa 6 8 2020 5640
## 1348 OWID_AFR Africa 6 9 2020 6958
## 1349 OWID_AFR Africa 6 10 2020 6913
## 1350 OWID_AFR Africa 6 11 2020 6485
## 1351 OWID_AFR Africa 6 12 2020 7668
## 1352 OWID_AFR Africa 6 13 2020 8408
## 1353 OWID_AFR Africa 6 14 2020 9162
## 1354 OWID_AFR Africa 6 15 2020 8713
## 1355 OWID_AFR Africa 6 16 2020 8786
## 1356 OWID_AFR Africa 6 17 2020 7190
## 1357 OWID_AFR Africa 6 18 2020 9159
## 1358 OWID_AFR Africa 6 19 2020 9526
## 1359 OWID_AFR Africa 6 20 2020 9278
## 1360 OWID_AFR Africa 6 21 2020 10752
## 1361 OWID_AFR Africa 6 22 2020 9227
## 1362 OWID_AFR Africa 6 23 2020 9358
## 1363 OWID_AFR Africa 6 24 2020 9347
## 1364 OWID_AFR Africa 6 25 2020 11501
## 1365 OWID_AFR Africa 6 26 2020 12131
## 1366 OWID_AFR Africa 6 27 2020 11756
## 1367 OWID_AFR Africa 6 28 2020 13065
## 1368 OWID_AFR Africa 6 29 2020 11119
## 1369 OWID_AFR Africa 6 30 2020 10802
## 1370 OWID_AFR Africa 7 1 2020 11706
## 1371 OWID_AFR Africa 7 2 2020 14294
## 1372 OWID_AFR Africa 7 3 2020 14382
## 1373 OWID_AFR Africa 7 4 2020 15122
## 1374 OWID_AFR Africa 7 5 2020 16703
## 1375 OWID_AFR Africa 7 6 2020 14176
## 1376 OWID_AFR Africa 7 7 2020 14425
## 1377 OWID_AFR Africa 7 8 2020 14271
## 1378 OWID_AFR Africa 7 9 2020 14092
## 1379 OWID_AFR Africa 7 10 2020 18581
## 1380 OWID_AFR Africa 7 11 2020 17935
## 1381 OWID_AFR Africa 7 12 2020 18832
## 1382 OWID_AFR Africa 7 13 2020 16844
## 1383 OWID_AFR Africa 7 14 2020 16226
## 1384 OWID_AFR Africa 7 15 2020 16121
## 1385 OWID_AFR Africa 7 16 2020 18430
## 1386 OWID_AFR Africa 7 17 2020 19608
## 1387 OWID_AFR Africa 7 18 2020 19195
## 1388 OWID_AFR Africa 7 19 2020 19488
## 1389 OWID_AFR Africa 7 20 2020 19223
## 1390 OWID_AFR Africa 7 21 2020 14763
## 1391 OWID_AFR Africa 7 22 2020 13663
## 1392 OWID_AFR Africa 7 23 2020 19646
## 1393 OWID_AFR Africa 7 24 2020 19241
## 1394 OWID_AFR Africa 7 25 2020 20863
## 1395 OWID_AFR Africa 7 26 2020 18242
## 1396 OWID_AFR Africa 7 27 2020 18143
## 1397 OWID_AFR Africa 7 28 2020 13154
## 1398 OWID_AFR Africa 7 29 2020 13303
## 1399 OWID_AFR Africa 7 30 2020 17788
## 1400 OWID_AFR Africa 7 31 2020 18244
## 1401 OWID_AFR Africa 8 1 2020 17647
## 1402 OWID_AFR Africa 8 2 2020 16189
## 1403 OWID_AFR Africa 8 3 2020 13901
## 1404 OWID_AFR Africa 8 4 2020 10656
## 1405 OWID_AFR Africa 8 5 2020 9722
## 1406 OWID_AFR Africa 8 6 2020 14834
## 1407 OWID_AFR Africa 8 7 2020 14264
## 1408 OWID_AFR Africa 8 8 2020 13521
## 1409 OWID_AFR Africa 8 9 2020 13916
## 1410 OWID_AFR Africa 8 10 2020 12456
## 1411 OWID_AFR Africa 8 11 2020 8535
## 1412 OWID_AFR Africa 8 12 2020 7704
## 1413 OWID_AFR Africa 8 13 2020 9299
## 1414 OWID_AFR Africa 8 14 2020 10488
## 1415 OWID_AFR Africa 8 15 2020 12997
## 1416 OWID_AFR Africa 8 16 2020 11775
## 1417 OWID_AFR Africa 8 17 2020 9967
## 1418 OWID_AFR Africa 8 18 2020 8885
## 1419 OWID_AFR Africa 8 19 2020 8592
## 1420 OWID_AFR Africa 8 20 2020 10779
## 1421 OWID_AFR Africa 8 21 2020 10520
## 1422 OWID_AFR Africa 8 22 2020 10905
## 1423 OWID_AFR Africa 8 23 2020 10265
## 1424 OWID_AFR Africa 8 24 2020 9497
## 1425 OWID_AFR Africa 8 25 2020 7412
## 1426 OWID_AFR Africa 8 26 2020 7691
## 1427 OWID_AFR Africa 8 27 2020 8906
## 1428 OWID_AFR Africa 8 28 2020 8687
## 1429 OWID_AFR Africa 8 29 2020 7840
## 1430 OWID_AFR Africa 8 30 2020 8679
## 1431 OWID_AFR Africa 8 31 2020 9446
## 1432 OWID_AFR Africa 9 1 2020 7216
## 1433 OWID_AFR Africa 9 2 2020 6625
## 1434 OWID_AFR Africa 9 3 2020 8378
## 1435 OWID_AFR Africa 9 4 2020 7964
## 1436 OWID_AFR Africa 9 5 2020 9064
## 1437 OWID_AFR Africa 9 6 2020 7511
## 1438 OWID_AFR Africa 9 7 2020 8512
## 1439 OWID_AFR Africa 9 8 2020 6398
## 1440 OWID_AFR Africa 9 9 2020 7753
## 1441 OWID_AFR Africa 9 10 2020 8089
## 1442 OWID_AFR Africa 9 11 2020 8522
## 1443 OWID_AFR Africa 9 12 2020 8122
## 1444 OWID_AFR Africa 9 13 2020 8188
## 1445 OWID_AFR Africa 9 14 2020 7186
## 1446 OWID_AFR Africa 9 15 2020 5960
## 1447 OWID_AFR Africa 9 16 2020 6979
## 1448 OWID_AFR Africa 9 17 2020 7676
## 1449 OWID_AFR Africa 9 18 2020 8842
## 1450 OWID_AFR Africa 9 19 2020 8539
## 1451 OWID_AFR Africa 9 20 2020 8896
## 1452 OWID_AFR Africa 9 21 2020 7356
## 1453 OWID_AFR Africa 9 22 2020 5533
## 1454 OWID_AFR Africa 9 23 2020 8095
## 1455 OWID_AFR Africa 9 24 2020 8202
## 1456 OWID_AFR Africa 9 25 2020 8589
## 1457 OWID_AFR Africa 9 26 2020 7836
## 1458 OWID_AFR Africa 9 27 2020 7630
## 1459 OWID_AFR Africa 9 28 2020 6891
## 1460 OWID_AFR Africa 9 29 2020 6972
## 1461 OWID_AFR Africa 9 30 2020 7213
## 1462 OWID_AFR Africa 10 1 2020 8867
## 1463 OWID_AFR Africa 10 2 2020 8423
## 1464 OWID_AFR Africa 10 3 2020 7313
## 1465 OWID_AFR Africa 10 4 2020 10482
## 1466 OWID_AFR Africa 10 5 2020 6823
## 1467 OWID_AFR Africa 10 6 2020 7592
## 1468 OWID_AFR Africa 10 7 2020 6888
## 1469 OWID_AFR Africa 10 8 2020 10510
## 1470 OWID_AFR Africa 10 9 2020 8159
## 1471 OWID_AFR Africa 10 10 2020 11391
## 1472 OWID_AFR Africa 10 11 2020 11181
## 1473 OWID_AFR Africa 10 12 2020 9668
## 1474 OWID_AFR Africa 10 13 2020 7977
## 1475 OWID_AFR Africa 10 14 2020 7763
## 1476 OWID_AFR Africa 10 15 2020 8949
## 1477 OWID_AFR Africa 10 16 2020 9450
## 1478 OWID_AFR Africa 10 17 2020 14023
## 1479 OWID_AFR Africa 10 18 2020 9491
## 1480 OWID_AFR Africa 10 19 2020 10567
## 1481 OWID_AFR Africa 10 20 2020 9181
## 1482 OWID_AFR Africa 10 21 2020 8708
## 1483 OWID_AFR Africa 10 22 2020 10667
## 1484 OWID_AFR Africa 10 23 2020 12211
## 1485 OWID_AFR Africa 10 24 2020 11425
## 1486 OWID_AFR Africa 10 25 2020 11588
## 1487 OWID_AFR Africa 10 26 2020 8908
## 1488 OWID_AFR Africa 10 27 2020 9165
## 1489 OWID_AFR Africa 10 28 2020 9246
## 1490 OWID_AFR Africa 10 29 2020 10472
## 1491 OWID_AFR Africa 10 30 2020 14435
## 1492 OWID_AFR Africa 10 31 2020 11690
## 1493 OWID_AFR Africa 11 1 2020 11341
## 1494 OWID_AFR Africa 11 2 2020 9455
## 1495 OWID_AFR Africa 11 3 2020 8427
## 1496 OWID_AFR Africa 11 4 2020 11117
## 1497 OWID_AFR Africa 11 5 2020 14420
## 1498 OWID_AFR Africa 11 6 2020 13818
## 1499 OWID_AFR Africa 11 7 2020 13644
## 1500 OWID_AFR Africa 11 8 2020 13363
## 1501 OWID_AFR Africa 11 9 2020 11997
## 1502 OWID_AFR Africa 11 10 2020 9324
## 1503 OWID_AFR Africa 11 11 2020 14070
## 1504 OWID_AFR Africa 11 12 2020 14311
## 1505 OWID_AFR Africa 11 13 2020 14934
## 1506 OWID_AFR Africa 11 14 2020 15613
## 1507 OWID_AFR Africa 11 15 2020 13971
## 1508 OWID_AFR Africa 11 16 2020 12680
## 1509 OWID_AFR Africa 11 17 2020 10240
## 1510 OWID_AFR Africa 11 18 2020 13131
## 1511 OWID_AFR Africa 11 19 2020 15828
## 1512 OWID_AFR Africa 11 20 2020 14861
## 1513 OWID_AFR Africa 11 21 2020 14820
## 1514 OWID_AFR Africa 11 22 2020 13683
## 1515 OWID_AFR Africa 11 23 2020 12738
## 1516 OWID_AFR Africa 11 24 2020 9713
## 1517 OWID_AFR Africa 11 25 2020 13146
## 1518 OWID_AFR Africa 11 26 2020 14862
## 1519 OWID_AFR Africa 11 27 2020 13913
## 1520 OWID_AFR Africa 11 28 2020 16168
## 1521 OWID_AFR Africa 11 29 2020 13337
## 1522 OWID_AFR Africa 11 30 2020 13483
## 1523 OWID_AFR Africa 12 1 2020 9772
## 1524 OWID_AFR Africa 12 2 2020 13207
## 1525 OWID_AFR Africa 12 3 2020 15376
## 1526 OWID_AFR Africa 12 4 2020 16260
## 1527 OWID_AFR Africa 12 5 2020 16076
## 1528 OWID_AFR Africa 12 6 2020 15070
## 1529 OWID_AFR Africa 12 7 2020 14169
## 1530 OWID_AFR Africa 12 8 2020 10610
## 1531 OWID_AFR Africa 12 9 2020 15505
## 1532 OWID_AFR Africa 12 10 2020 18466
## 1533 OWID_AFR Africa 12 11 2020 18623
## 1534 OWID_AFR Africa 12 12 2020 18737
## 1535 OWID_AFR Africa 12 13 2020 17818
## 1536 OWID_AFR Africa 12 14 2020 16262
## 1537 OWID_AFR Africa 12 15 2020 14227
## 1538 OWID_AFR Africa 12 16 2020 17737
## 1539 OWID_AFR Africa 12 17 2020 21004
## 1540 OWID_AFR Africa 12 18 2020 20325
## 1541 OWID_AFR Africa 12 19 2020 19220
## 1542 OWID_AFR Africa 12 20 2020 20666
## 1543 OWID_AFR Africa 12 21 2020 18542
## 1544 OWID_AFR Africa 12 22 2020 16253
## 1545 OWID_AFR Africa 12 23 2020 20305
## 1546 OWID_AFR Africa 12 24 2020 26197
## 1547 OWID_AFR Africa 12 25 2020 25859
## 1548 OWID_AFR Africa 12 26 2020 25263
## 1549 OWID_AFR Africa 12 27 2020 20981
## 1550 OWID_AFR Africa 12 28 2020 18375
## 1551 OWID_AFR Africa 12 29 2020 15875
## 1552 OWID_AFR Africa 12 30 2020 19935
## 1553 OWID_AFR Africa 12 31 2020 31215
## 1554 OWID_AFR Africa 1 1 2021 29630
## 1555 OWID_AFR Africa 1 2 2021 25997
## 1556 OWID_AFR Africa 1 3 2021 23803
## 1557 OWID_AFR Africa 1 4 2021 22547
## 1558 OWID_AFR Africa 1 5 2021 22197
## 1559 OWID_AFR Africa 1 6 2021 27434
## 1560 OWID_AFR Africa 1 7 2021 37010
## 1561 OWID_AFR Africa 1 8 2021 35228
## 1562 OWID_AFR Africa 1 9 2021 37148
## 1563 OWID_AFR Africa 1 10 2021 35350
## 1564 OWID_AFR Africa 1 11 2021 30609
## 1565 OWID_AFR Africa 1 12 2021 28563
## 1566 OWID_AFR Africa 1 13 2021 25503
## 1567 OWID_AFR Africa 1 14 2021 34240
## 1568 OWID_AFR Africa 1 15 2021 34517
## 1569 OWID_AFR Africa 1 16 2021 31609
## 1570 OWID_AFR Africa 1 17 2021 28805
## 1571 OWID_AFR Africa 1 18 2021 25876
## 1572 OWID_AFR Africa 1 19 2021 22216
## 1573 OWID_AFR Africa 1 20 2021 24051
## 1574 OWID_AFR Africa 1 21 2021 30067
## 1575 OWID_AFR Africa 1 22 2021 26865
## 1576 OWID_AFR Africa 1 23 2021 27563
## 1577 OWID_AFR Africa 1 24 2021 27765
## 1578 OWID_AFR Africa 1 25 2021 19178
## 1579 OWID_AFR Africa 1 26 2021 15660
## 1580 OWID_AFR Africa 1 27 2021 20060
## 1581 OWID_AFR Africa 1 28 2021 22165
## 1582 OWID_AFR Africa 1 29 2021 20067
## 1583 OWID_AFR Africa 1 30 2021 20730
## 1584 OWID_AFR Africa 1 31 2021 17415
## 1585 OWID_AFR Africa 2 1 2021 14832
## 1586 OWID_AFR Africa 2 2 2021 12714
## 1587 OWID_AFR Africa 2 3 2021 15336
## 1588 OWID_AFR Africa 2 4 2021 15887
## 1589 OWID_AFR Africa 2 5 2021 16421
## 1590 OWID_AFR Africa 2 6 2021 19264
## 1591 OWID_AFR Africa 2 7 2021 13250
## 1592 OWID_AFR Africa 2 8 2021 11462
## 1593 OWID_AFR Africa 2 9 2021 10198
## 1594 OWID_AFR Africa 2 10 2021 12279
## 1595 OWID_AFR Africa 2 11 2021 14081
## 1596 OWID_AFR Africa 2 12 2021 14004
## 1597 OWID_AFR Africa 2 13 2021 13427
## 1598 OWID_AFR Africa 2 14 2021 11431
## 1599 OWID_AFR Africa 2 15 2021 10678
## 1600 OWID_AFR Africa 2 16 2021 8771
## 1601 OWID_AFR Africa 2 17 2021 10576
## 1602 OWID_AFR Africa 2 18 2021 12803
## 1603 OWID_AFR Africa 2 19 2021 12111
## 1604 OWID_AFR Africa 2 20 2021 12692
## 1605 OWID_AFR Africa 2 21 2021 9663
## 1606 OWID_AFR Africa 2 22 2021 9456
## 1607 OWID_AFR Africa 2 23 2021 10693
## 1608 OWID_AFR Africa 2 24 2021 9128
## 1609 OWID_AFR Africa 2 25 2021 13355
## 1610 OWID_AFR Africa 2 26 2021 10422
## 1611 OWID_AFR Africa 2 27 2021 12674
## 1612 OWID_AFR Africa 2 28 2021 8340
## 1613 OWID_AFR Africa 3 1 2021 8356
## 1614 OWID_AFR Africa 3 2 2021 8864
## 1615 OWID_AFR Africa 3 3 2021 9374
## 1616 OWID_AFR Africa 3 4 2021 13464
## 1617 OWID_AFR Africa 3 5 2021 11480
## 1618 OWID_AFR Africa 3 6 2021 10567
## 1619 OWID_AFR Africa 3 7 2021 8720
## 1620 OWID_AFR Africa 3 8 2021 8261
## 1621 OWID_AFR Africa 3 9 2021 8500
## 1622 OWID_AFR Africa 3 10 2021 8967
## 1623 OWID_AFR Africa 3 11 2021 10774
## 1624 OWID_AFR Africa 3 12 2021 10339
## 1625 OWID_AFR Africa 3 13 2021 11491
## 1626 OWID_AFR Africa 3 14 2021 8573
## 1627 OWID_AFR Africa 3 15 2021 8777
## 1628 OWID_AFR Africa 3 16 2021 8724
## 1629 OWID_AFR Africa 3 17 2021 9890
## 1630 OWID_AFR Africa 3 18 2021 19888
## 1631 OWID_AFR Africa 3 19 2021 11073
## 1632 OWID_AFR Africa 3 20 2021 13766
## 1633 OWID_AFR Africa 3 21 2021 9103
## 1634 OWID_AFR Africa 3 22 2021 8891
## 1635 OWID_AFR Africa 3 23 2021 8544
## 1636 OWID_AFR Africa 3 24 2021 10053
## 1637 OWID_AFR Africa 3 25 2021 16924
## 1638 OWID_AFR Africa 3 26 2021 11490
## 1639 OWID_AFR Africa 3 27 2021 13001
## 1640 OWID_AFR Africa 3 28 2021 9195
## 1641 OWID_AFR Africa 3 29 2021 9611
## 1642 OWID_AFR Africa 3 30 2021 9685
## 1643 OWID_AFR Africa 3 31 2021 10899
## 1644 OWID_AFR Africa 4 1 2021 16376
## 1645 OWID_AFR Africa 4 2 2021 11900
## 1646 OWID_AFR Africa 4 3 2021 13648
## 1647 OWID_AFR Africa 4 4 2021 8687
## 1648 OWID_AFR Africa 4 5 2021 9542
## 1649 OWID_AFR Africa 4 6 2021 9706
## 1650 OWID_AFR Africa 4 7 2021 10026
## 1651 OWID_AFR Africa 4 8 2021 16505
## 1652 OWID_AFR Africa 4 9 2021 12736
## 1653 OWID_AFR Africa 4 10 2021 12693
## 1654 OWID_AFR Africa 4 11 2021 9977
## 1655 OWID_AFR Africa 4 12 2021 9620
## 1656 OWID_AFR Africa 4 13 2021 11253
## 1657 OWID_AFR Africa 4 14 2021 9881
## 1658 OWID_AFR Africa 4 15 2021 17386
## 1659 OWID_AFR Africa 4 16 2021 12336
## 1660 OWID_AFR Africa 4 17 2021 12656
## 1661 OWID_AFR Africa 4 18 2021 10650
## 1662 OWID_AFR Africa 4 19 2021 9607
## 1663 OWID_AFR Africa 4 20 2021 9980
## 1664 OWID_AFR Africa 4 21 2021 11070
## 1665 OWID_AFR Africa 4 22 2021 16797
## 1666 OWID_AFR Africa 4 23 2021 11032
## 1667 OWID_AFR Africa 4 24 2021 14008
## 1668 OWID_AFR Africa 4 25 2021 10278
## 1669 OWID_AFR Africa 4 26 2021 8661
## 1670 OWID_AFR Africa 4 27 2021 8495
## 1671 OWID_AFR Africa 4 28 2021 9056
## 1672 OWID_AFR Africa 4 29 2021 13651
## 1673 OWID_AFR Africa 4 30 2021 9432
## 1674 OWID_AFR Africa 5 1 2021 10997
## 1675 OWID_AFR Africa 5 2 2021 8067
## 1676 OWID_AFR Africa 5 3 2021 6377
## 1677 OWID_AFR Africa 5 4 2021 6117
## 1678 OWID_AFR Africa 5 5 2021 8376
## 1679 OWID_AFR Africa 5 6 2021 9414
## 1680 OWID_AFR Africa 5 7 2021 9877
## 1681 OWID_AFR Africa 5 8 2021 10771
## 1682 OWID_AFR Africa 5 9 2021 8256
## 1683 OWID_AFR Africa 5 10 2021 7586
## 1684 OWID_AFR Africa 5 11 2021 6523
## 1685 OWID_AFR Africa 5 12 2021 8701
## 1686 OWID_AFR Africa 5 13 2021 10735
## 1687 OWID_AFR Africa 5 14 2021 8652
## 1688 OWID_AFR Africa 5 15 2021 8646
## 1689 OWID_AFR Africa 5 16 2021 7095
## 1690 OWID_AFR Africa 5 17 2021 7064
## 1691 OWID_AFR Africa 5 18 2021 7347
## 1692 OWID_AFR Africa 5 19 2021 9831
## 1693 OWID_AFR Africa 5 20 2021 11473
## 1694 OWID_AFR Africa 5 21 2021 10435
## 1695 OWID_AFR Africa 5 22 2021 10704
## 1696 OWID_AFR Africa 5 23 2021 10123
## 1697 OWID_AFR Africa 5 24 2021 8487
## 1698 OWID_AFR Africa 5 25 2021 8258
## 1699 OWID_AFR Africa 5 26 2021 8581
## 1700 OWID_AFR Africa 5 27 2021 12953
## 1701 OWID_AFR Africa 5 28 2021 11341
## 1702 OWID_AFR Africa 5 29 2021 12698
## 1703 OWID_AFR Africa 5 30 2021 12507
## 1704 OWID_AFR Africa 5 31 2021 9538
## 1705 OWID_AFR Africa 6 1 2021 9627
## 1706 OWID_AFR Africa 6 2 2021 12458
## 1707 OWID_AFR Africa 6 3 2021 15162
## 1708 OWID_AFR Africa 6 4 2021 12610
## 1709 OWID_AFR Africa 6 5 2021 15235
## 1710 OWID_AFR Africa 6 6 2021 15332
## 1711 OWID_AFR Africa 6 7 2021 11719
## 1712 OWID_AFR Africa 6 8 2021 10891
## 1713 OWID_AFR Africa 6 9 2021 13979
## 1714 OWID_AFR Africa 6 10 2021 19900
## 1715 OWID_AFR Africa 6 11 2021 21048
## 1716 OWID_AFR Africa 6 12 2021 21702
## 1717 OWID_AFR Africa 6 13 2021 19419
## 1718 OWID_AFR Africa 6 14 2021 16993
## 1719 OWID_AFR Africa 6 15 2021 16204
## 1720 OWID_AFR Africa 6 16 2021 22083
## 1721 OWID_AFR Africa 6 17 2021 25783
## 1722 OWID_AFR Africa 6 18 2021 25870
## 1723 OWID_AFR Africa 6 19 2021 26435
## 1724 OWID_AFR Africa 6 20 2021 24366
## 1725 OWID_AFR Africa 6 21 2021 22750
## 1726 OWID_AFR Africa 6 22 2021 20653
## 1727 OWID_AFR Africa 6 23 2021 26257
## 1728 OWID_AFR Africa 6 24 2021 34699
## 1729 OWID_AFR Africa 6 25 2021 33336
## 1730 OWID_AFR Africa 6 26 2021 33441
## 1731 OWID_AFR Africa 6 27 2021 33088
## 1732 OWID_AFR Africa 6 28 2021 28397
## 1733 OWID_AFR Africa 6 29 2021 24808
## 1734 OWID_AFR Africa 6 30 2021 29624
## 1735 OWID_AFR Africa 7 1 2021 38166
## 1736 OWID_AFR Africa 7 2 2021 40758
## 1737 OWID_AFR Africa 7 3 2021 45437
## 1738 OWID_AFR Africa 7 4 2021 44133
## 1739 OWID_AFR Africa 7 5 2021 30509
## 1740 OWID_AFR Africa 7 6 2021 28571
## 1741 OWID_AFR Africa 7 7 2021 34233
## 1742 OWID_AFR Africa 7 8 2021 47440
## 1743 OWID_AFR Africa 7 9 2021 46528
## 1744 OWID_AFR Africa 7 10 2021 51783
## 1745 OWID_AFR Africa 7 11 2021 44379
## 1746 OWID_AFR Africa 7 12 2021 35159
## 1747 OWID_AFR Africa 7 13 2021 35300
## 1748 OWID_AFR Africa 7 14 2021 39865
## 1749 OWID_AFR Africa 7 15 2021 44857
## 1750 OWID_AFR Africa 7 16 2021 42685
## 1751 OWID_AFR Africa 7 17 2021 47162
## 1752 OWID_AFR Africa 7 18 2021 39137
## 1753 OWID_AFR Africa 7 19 2021 35237
## 1754 OWID_AFR Africa 7 20 2021 30259
## 1755 OWID_AFR Africa 7 21 2021 34301
## 1756 OWID_AFR Africa 7 22 2021 35065
## 1757 OWID_AFR Africa 7 23 2021 33212
## 1758 OWID_AFR Africa 7 24 2021 42021
## 1759 OWID_AFR Africa 7 25 2021 36524
## 1760 OWID_AFR Africa 7 26 2021 31460
## 1761 OWID_AFR Africa 7 27 2021 27751
## 1762 OWID_AFR Africa 7 28 2021 36919
## 1763 OWID_AFR Africa 7 29 2021 47543
## 1764 OWID_AFR Africa 7 30 2021 42965
## 1765 OWID_AFR Africa 7 31 2021 51287
## 1766 OWID_AFR Africa 8 1 2021 36339
## 1767 OWID_AFR Africa 8 2 2021 32348
## 1768 OWID_AFR Africa 8 3 2021 34686
## 1769 OWID_AFR Africa 8 4 2021 35075
## 1770 OWID_AFR Africa 8 5 2021 42909
## 1771 OWID_AFR Africa 8 6 2021 64412
## 1772 OWID_AFR Africa 8 7 2021 51165
## 1773 OWID_AFR Africa 8 8 2021 36679
## 1774 OWID_AFR Africa 8 9 2021 32574
## 1775 OWID_AFR Africa 8 10 2021 23273
## 1776 OWID_AFR Africa 8 11 2021 42109
## 1777 OWID_AFR Africa 8 12 2021 33197
## 1778 OWID_AFR Africa 8 13 2021 42717
## 1779 OWID_AFR Africa 8 14 2021 44826
## 1780 OWID_AFR Africa 8 15 2021 34815
## 1781 OWID_AFR Africa 8 16 2021 29781
## 1782 OWID_AFR Africa 8 17 2021 29302
## 1783 OWID_AFR Africa 8 18 2021 35931
## 1784 OWID_AFR Africa 8 19 2021 61771
## 1785 OWID_AFR Africa 8 20 2021 38159
## 1786 OWID_AFR Africa 8 21 2021 41280
## 1787 OWID_AFR Africa 8 22 2021 32063
## 1788 OWID_AFR Africa 8 23 2021 25433
## 1789 OWID_AFR Africa 8 24 2021 26405
## 1790 OWID_AFR Africa 8 25 2021 34063
## 1791 OWID_AFR Africa 8 26 2021 37032
## 1792 OWID_AFR Africa 8 27 2021 33843
## 1793 OWID_AFR Africa 8 28 2021 38032
## 1794 OWID_AFR Africa 8 29 2021 27329
## 1795 OWID_AFR Africa 8 30 2021 21721
## 1796 OWID_AFR Africa 8 31 2021 23495
## 1797 OWID_AFR Africa 9 1 2021 24420
## 1798 OWID_AFR Africa 9 2 2021 29938
## 1799 OWID_AFR Africa 9 3 2021 26997
## 1800 OWID_AFR Africa 9 4 2021 28193
## 1801 OWID_AFR Africa 9 5 2021 21474
## 1802 OWID_AFR Africa 9 6 2021 16665
## 1803 OWID_AFR Africa 9 7 2021 18492
## 1804 OWID_AFR Africa 9 8 2021 20855
## 1805 OWID_AFR Africa 9 9 2021 22571
## 1806 OWID_AFR Africa 9 10 2021 20671
## 1807 OWID_AFR Africa 9 11 2021 20792
## 1808 OWID_AFR Africa 9 12 2021 15328
## 1809 OWID_AFR Africa 9 13 2021 14579
## 1810 OWID_AFR Africa 9 14 2021 27247
## 1811 OWID_AFR Africa 9 15 2021 14473
## 1812 OWID_AFR Africa 9 16 2021 20526
## 1813 OWID_AFR Africa 9 17 2021 16610
## 1814 OWID_AFR Africa 9 18 2021 16907
## 1815 OWID_AFR Africa 9 19 2021 11848
## 1816 OWID_AFR Africa 9 20 2021 13279
## 1817 OWID_AFR Africa 9 21 2021 14746
## 1818 OWID_AFR Africa 9 22 2021 12432
## 1819 OWID_AFR Africa 9 23 2021 18347
## 1820 OWID_AFR Africa 9 24 2021 12966
## 1821 OWID_AFR Africa 9 25 2021 13593
## 1822 OWID_AFR Africa 9 26 2021 9529
## 1823 OWID_AFR Africa 9 27 2021 8152
## 1824 OWID_AFR Africa 9 28 2021 9098
## 1825 OWID_AFR Africa 9 29 2021 9520
## 1826 OWID_AFR Africa 9 30 2021 14430
## 1827 OWID_AFR Africa 10 1 2021 10144
## 1828 OWID_AFR Africa 10 2 2021 10978
## 1829 OWID_AFR Africa 10 3 2021 6774
## 1830 OWID_AFR Africa 10 4 2021 7085
## 1831 OWID_AFR Africa 10 5 2021 6739
## 1832 OWID_AFR Africa 10 6 2021 7745
## 1833 OWID_AFR Africa 10 7 2021 11504
## 1834 OWID_AFR Africa 10 8 2021 8023
## 1835 OWID_AFR Africa 10 9 2021 7674
## 1836 OWID_AFR Africa 10 10 2021 4853
## 1837 OWID_AFR Africa 10 11 2021 5872
## 1838 OWID_AFR Africa 10 12 2021 5495
## 1839 OWID_AFR Africa 10 13 2021 6461
## 1840 OWID_AFR Africa 10 14 2021 8969
## 1841 OWID_AFR Africa 10 15 2021 6900
## 1842 OWID_AFR Africa 10 16 2021 7872
## 1843 OWID_AFR Africa 10 17 2021 4408
## 1844 OWID_AFR Africa 10 18 2021 4808
## 1845 OWID_AFR Africa 10 19 2021 5360
## 1846 OWID_AFR Africa 10 20 2021 5301
## 1847 OWID_AFR Africa 10 21 2021 6965
## 1848 OWID_AFR Africa 10 22 2021 6672
## 1849 OWID_AFR Africa 10 23 2021 6128
## 1850 OWID_AFR Africa 10 24 2021 3488
## 1851 OWID_AFR Africa 10 25 2021 5298
## 1852 OWID_AFR Africa 10 26 2021 5948
## 1853 OWID_AFR Africa 10 27 2021 5442
## 1854 OWID_AFR Africa 10 28 2021 7193
## 1855 OWID_AFR Africa 10 29 2021 5332
## 1856 OWID_AFR Africa 10 30 2021 5479
## 1857 OWID_AFR Africa 10 31 2021 3862
## 1858 OWID_AFR Africa 11 1 2021 4381
## 1859 OWID_AFR Africa 11 2 2021 9616
## 1860 OWID_AFR Africa 11 3 2021 3274
## 1861 OWID_AFR Africa 11 4 2021 6797
## 1862 OWID_AFR Africa 11 5 2021 5879
## 1863 OWID_AFR Africa 11 6 2021 5567
## 1864 OWID_AFR Africa 11 7 2021 3845
## 1865 OWID_AFR Africa 11 8 2021 4743
## 1866 OWID_AFR Africa 11 9 2021 5347
## 1867 OWID_AFR Africa 11 10 2021 7872
## 1868 OWID_AFR Africa 11 11 2021 5309
## 1869 OWID_AFR Africa 11 12 2021 5398
## 1870 OWID_AFR Africa 11 13 2021 5321
## 1871 OWID_AFR Africa 11 14 2021 3986
## 1872 OWID_AFR Africa 11 15 2021 4055
## 1873 OWID_AFR Africa 11 16 2021 5004
## 1874 OWID_AFR Africa 11 17 2021 6010
## 1875 OWID_AFR Africa 11 18 2021 5402
## 1876 OWID_AFR Africa 11 19 2021 4942
## 1877 OWID_AFR Africa 11 20 2021 5225
## 1878 OWID_AFR Africa 11 21 2021 4013
## 1879 OWID_AFR Africa 11 22 2021 4355
## 1880 OWID_AFR Africa 11 23 2021 4365
## 1881 OWID_AFR Africa 11 24 2021 24843
## 1882 OWID_AFR Africa 11 25 2021 5604
## 1883 OWID_AFR Africa 11 26 2021 7175
## 1884 OWID_AFR Africa 11 27 2021 7019
## 1885 OWID_AFR Africa 11 28 2021 6292
## 1886 OWID_AFR Africa 11 29 2021 6488
## 1887 OWID_AFR Africa 11 30 2021 8538
## 1888 OWID_AFR Africa 12 1 2021 9343
## 1889 OWID_AFR Africa 12 2 2021 13890
## 1890 OWID_AFR Africa 12 3 2021 16615
## 1891 OWID_AFR Africa 12 4 2021 22367
## 1892 OWID_AFR Africa 12 5 2021 20906
## 1893 OWID_AFR Africa 12 6 2021 15641
## 1894 OWID_AFR Africa 12 7 2021 16242
## 1895 OWID_AFR Africa 12 8 2021 22081
## 1896 OWID_AFR Africa 12 9 2021 31211
## 1897 OWID_AFR Africa 12 10 2021 34977
## 1898 OWID_AFR Africa 12 11 2021 35044
## 1899 OWID_AFR Africa 12 12 2021 26126
## 1900 OWID_AFR Africa 12 13 2021 46398
## 1901 OWID_AFR Africa 12 14 2021 30736
## 1902 OWID_AFR Africa 12 15 2021 38934
## 1903 OWID_AFR Africa 12 16 2021 43303
## 1904 OWID_AFR Africa 12 17 2021 48121
## 1905 OWID_AFR Africa 12 18 2021 40828
## 1906 OWID_AFR Africa 12 19 2021 32032
## 1907 OWID_AFR Africa 12 20 2021 27636
## 1908 OWID_AFR Africa 12 21 2021 27286
## 1909 OWID_AFR Africa 12 22 2021 41160
## 1910 OWID_AFR Africa 12 23 2021 52296
## 1911 OWID_AFR Africa 12 24 2021 60268
## 1912 OWID_AFR Africa 12 25 2021 52440
## 1913 OWID_AFR Africa 12 26 2021 39928
## 1914 OWID_AFR Africa 12 27 2021 29780
## 1915 OWID_AFR Africa 12 28 2021 30632
## 1916 OWID_AFR Africa 12 29 2021 48091
## 1917 OWID_AFR Africa 12 30 2021 48382
## 1918 OWID_AFR Africa 12 31 2021 58974
## 1919 OWID_AFR Africa 1 1 2022 54594
## 1920 OWID_AFR Africa 1 2 2022 43417
## 1921 OWID_AFR Africa 1 3 2022 23777
## 1922 OWID_AFR Africa 1 4 2022 36759
## 1923 OWID_AFR Africa 1 5 2022 54753
## 1924 OWID_AFR Africa 1 6 2022 56090
## 1925 OWID_AFR Africa 1 7 2022 53772
## 1926 OWID_AFR Africa 1 8 2022 50307
## 1927 OWID_AFR Africa 1 9 2022 41236
## 1928 OWID_AFR Africa 1 10 2022 34525
## 1929 OWID_AFR Africa 1 11 2022 29885
## 1930 OWID_AFR Africa 1 12 2022 56006
## 1931 OWID_AFR Africa 1 13 2022 43489
## 1932 OWID_AFR Africa 1 14 2022 44868
## 1933 OWID_AFR Africa 1 15 2022 42540
## 1934 OWID_AFR Africa 1 16 2022 36155
## 1935 OWID_AFR Africa 1 17 2022 26052
## 1936 OWID_AFR Africa 1 18 2022 24946
## 1937 OWID_AFR Africa 1 19 2022 68760
## 1938 OWID_AFR Africa 1 20 2022 42603
## 1939 OWID_AFR Africa 1 21 2022 37640
## 1940 OWID_AFR Africa 1 22 2022 35736
## 1941 OWID_AFR Africa 1 23 2022 30655
## 1942 OWID_AFR Africa 1 24 2022 25060
## 1943 OWID_AFR Africa 1 25 2022 70333
## 1944 OWID_AFR Africa 1 26 2022 33328
## 1945 OWID_AFR Africa 1 27 2022 33132
## 1946 OWID_AFR Africa 1 28 2022 32884
## 1947 OWID_AFR Africa 1 29 2022 30610
## 1948 OWID_AFR Africa 1 30 2022 23973
## 1949 OWID_AFR Africa 1 31 2022 23351
## 1950 OWID_AFR Africa 2 1 2022 20776
## 1951 OWID_AFR Africa 2 2 2022 72463
## 1952 OWID_AFR Africa 2 3 2022 25339
## 1953 OWID_AFR Africa 2 4 2022 24486
## 1954 OWID_AFR Africa 2 5 2022 23289
## 1955 OWID_AFR Africa 2 6 2022 17266
## 1956 OWID_AFR Africa 2 7 2022 17025
## 1957 OWID_AFR Africa 2 8 2022 15072
## 1958 OWID_AFR Africa 2 9 2022 50439
## 1959 OWID_AFR Africa 2 10 2022 19186
## 1960 OWID_AFR Africa 2 11 2022 19458
## 1961 OWID_AFR Africa 2 12 2022 18943
## 1962 OWID_AFR Africa 2 13 2022 12710
## 1963 OWID_AFR Africa 2 14 2022 13921
## 1964 OWID_AFR Africa 2 15 2022 13606
## 1965 OWID_AFR Africa 2 16 2022 38349
## 1966 OWID_AFR Africa 2 17 2022 17302
## 1967 OWID_AFR Africa 2 18 2022 20107
## 1968 OWID_AFR Africa 2 19 2022 11960
## 1969 OWID_AFR Africa 2 20 2022 7798
## 1970 OWID_AFR Africa 2 21 2022 17054
## 1971 OWID_AFR Africa 2 22 2022 27612
## 1972 OWID_AFR Africa 2 23 2022 51136
## 1973 OWID_AFR Africa 2 24 2022 13729
## 1974 OWID_AFR Africa 2 25 2022 11802
## 1975 OWID_AFR Africa 2 26 2022 9028
## 1976 OWID_AFR Africa 2 27 2022 8266
## 1977 OWID_AFR Africa 2 28 2022 9036
## 1978 OWID_AFR Africa 3 1 2022 17070
## 1979 OWID_AFR Africa 3 2 2022 7972
## 1980 OWID_AFR Africa 3 3 2022 9156
## 1981 OWID_AFR Africa 3 4 2022 8846
## 1982 OWID_AFR Africa 3 5 2022 9166
## 1983 OWID_AFR Africa 3 6 2022 7333
## 1984 OWID_AFR Africa 3 7 2022 5895
## 1985 OWID_AFR Africa 3 8 2022 24472
## 1986 OWID_AFR Africa 3 9 2022 7058
## 1987 OWID_AFR Africa 3 10 2022 6873
## 1988 OWID_AFR Africa 3 11 2022 8151
## 1989 OWID_AFR Africa 3 12 2022 13394
## 1990 OWID_AFR Africa 3 13 2022 4361
## 1991 OWID_AFR Africa 3 14 2022 3582
## 1992 OWID_AFR Africa 3 15 2022 12063
## 1993 OWID_AFR Africa 3 16 2022 5113
## 1994 OWID_AFR Africa 3 17 2022 4815
## 1995 OWID_AFR Africa 3 18 2022 4426
## 1996 OWID_AFR Africa 3 19 2022 3687
## 1997 OWID_AFR Africa 3 20 2022 3123
## 1998 OWID_AFR Africa 3 21 2022 8050
## 1999 OWID_AFR Africa 3 22 2022 2529
## 2000 OWID_AFR Africa 3 23 2022 15554
## 2001 OWID_AFR Africa 3 24 2022 3589
## 2002 OWID_AFR Africa 3 25 2022 4240
## 2003 OWID_AFR Africa 3 26 2022 3407
## 2004 OWID_AFR Africa 3 27 2022 2826
## 2005 OWID_AFR Africa 3 28 2022 6652
## 2006 OWID_AFR Africa 3 29 2022 11903
## 2007 OWID_AFR Africa 3 30 2022 5134
## 2008 OWID_AFR Africa 3 31 2022 3162
## 2009 OWID_AFR Africa 4 1 2022 3481
## 2010 OWID_AFR Africa 4 2 2022 3074
## 2011 OWID_AFR Africa 4 3 2022 2394
## 2012 OWID_AFR Africa 4 4 2022 5617
## 2013 OWID_AFR Africa 4 5 2022 14379
## 2014 OWID_AFR Africa 4 6 2022 2861
## 2015 OWID_AFR Africa 4 7 2022 3402
## 2016 OWID_AFR Africa 4 8 2022 2541
## 2017 OWID_AFR Africa 4 9 2022 2238
## 2018 OWID_AFR Africa 4 10 2022 2103
## 2019 OWID_AFR Africa 4 11 2022 4410
## 2020 OWID_AFR Africa 4 12 2022 1680
## 2021 OWID_AFR Africa 4 13 2022 16029
## 2022 OWID_AFR Africa 4 14 2022 2451
## 2023 OWID_AFR Africa 4 15 2022 3131
## 2024 OWID_AFR Africa 4 16 2022 2718
## 2025 OWID_AFR Africa 4 17 2022 1787
## 2026 OWID_AFR Africa 4 18 2022 1445
## 2027 OWID_AFR Africa 4 19 2022 2142
## 2028 OWID_AFR Africa 4 20 2022 3085
## 2029 OWID_AFR Africa 4 21 2022 3609
## 2030 OWID_AFR Africa 4 22 2022 19451
## 2031 OWID_AFR Africa 4 23 2022 5577
## 2032 OWID_AFR Africa 4 24 2022 4701
## 2033 OWID_AFR Africa 4 25 2022 4269
## 2034 OWID_AFR Africa 4 26 2022 3375
## 2035 OWID_AFR Africa 4 27 2022 19314
## 2036 OWID_AFR Africa 4 28 2022 7452
## 2037 OWID_AFR Africa 4 29 2022 1191
## 2038 OWID_AFR Africa 4 30 2022 9961
## 2039 OWID_AFR Africa 5 1 2022 7198
## 2040 OWID_AFR Africa 5 2 2022 5008
## 2041 OWID_AFR Africa 5 3 2022 13984
## 2042 OWID_AFR Africa 5 4 2022 4355
## 2043 OWID_AFR Africa 5 5 2022 17059
## 2044 OWID_AFR Africa 5 6 2022 934
## 2045 OWID_AFR Africa 5 7 2022 11247
## 2046 OWID_AFR Africa 5 8 2022 9318
## 2047 OWID_AFR Africa 5 9 2022 6409
## 2048 OWID_AFR Africa 5 10 2022 12426
## 2049 OWID_AFR Africa 5 11 2022 8521
## 2050 OWID_AFR Africa 5 12 2022 11084
## 2051 OWID_AFR Africa 5 13 2022 10033
## 2052 OWID_AFR Africa 5 14 2022 9559
## 2053 OWID_AFR Africa 5 15 2022 9281
## 2054 OWID_AFR Africa 5 16 2022 11141
## 2055 OWID_AFR Africa 5 17 2022 4105
## 2056 OWID_AFR Africa 5 18 2022 7103
## 2057 OWID_AFR Africa 5 19 2022 9900
## 2058 OWID_AFR Africa 5 20 2022 8572
## 2059 OWID_AFR Africa 5 21 2022 8111
## 2060 OWID_AFR Africa 5 22 2022 6354
## 2061 OWID_AFR Africa 5 23 2022 4347
## 2062 OWID_AFR Africa 5 24 2022 6302
## 2063 OWID_AFR Africa 5 25 2022 6310
## 2064 OWID_AFR Africa 5 26 2022 6825
## 2065 OWID_AFR Africa 5 27 2022 5235
## 2066 OWID_AFR Africa 5 28 2022 4948
## 2067 OWID_AFR Africa 5 29 2022 5310
## 2068 OWID_AFR Africa 5 30 2022 3294
## 2069 OWID_AFR Africa 5 31 2022 2246
## 2070 OWID_AFR Africa 6 1 2022 7440
## 2071 OWID_AFR Africa 6 2 2022 8405
## 2072 OWID_AFR Africa 6 3 2022 5544
## 2073 OWID_AFR Africa 6 4 2022 4209
## 2074 OWID_AFR Africa 6 5 2022 4040
## 2075 OWID_AFR Africa 6 6 2022 2884
## 2076 OWID_AFR Africa 6 7 2022 2157
## 2077 OWID_AFR Africa 6 8 2022 10146
## 2078 OWID_AFR Africa 6 9 2022 5815
## 2079 OWID_AFR Africa 6 10 2022 5069
## 2080 OWID_AFR Africa 6 11 2022 5268
## 2081 OWID_AFR Africa 6 12 2022 3712
## 2082 OWID_AFR Africa 6 13 2022 5393
## 2083 OWID_AFR Africa 6 14 2022 3085
## 2084 OWID_AFR Africa 6 15 2022 6348
## 2085 OWID_AFR Africa 6 16 2022 5989
## 2086 OWID_AFR Africa 6 17 2022 6488
## 2087 OWID_AFR Africa 6 18 2022 5580
## 2088 OWID_AFR Africa 6 19 2022 13122
## 2089 OWID_AFR Africa 6 20 2022 4545
## 2090 OWID_AFR Africa 6 21 2022 4184
## 2091 OWID_AFR Africa 6 22 2022 9000
## 2092 OWID_AFR Africa 6 23 2022 6924
## 2093 OWID_AFR Africa 6 24 2022 7375
## 2094 OWID_AFR Africa 6 25 2022 8498
## 2095 OWID_AFR Africa 6 26 2022 8101
## 2096 OWID_AFR Africa 6 27 2022 4905
## 2097 OWID_AFR Africa 6 28 2022 4144
## 2098 OWID_AFR Africa 6 29 2022 12044
## 2099 OWID_AFR Africa 6 30 2022 7739
## 2100 OWID_AFR Africa 7 1 2022 7211
## 2101 OWID_AFR Africa 7 2 2022 6994
## 2102 OWID_AFR Africa 7 3 2022 5171
## 2103 OWID_AFR Africa 7 4 2022 3642
## 2104 OWID_AFR Africa 7 5 2022 3822
## 2105 OWID_AFR Africa 7 6 2022 20082
## 2106 OWID_AFR Africa 7 7 2022 8679
## 2107 OWID_AFR Africa 7 8 2022 5212
## 2108 OWID_AFR Africa 7 9 2022 5684
## 2109 OWID_AFR Africa 7 10 2022 6126
## 2110 OWID_AFR Africa 7 11 2022 3372
## 2111 OWID_AFR Africa 7 12 2022 2802
## 2112 OWID_AFR Africa 7 13 2022 23537
## 2113 OWID_AFR Africa 7 14 2022 4731
## 2114 OWID_AFR Africa 7 15 2022 7940
## 2115 OWID_AFR Africa 7 16 2022 5576
## 2116 OWID_AFR Africa 7 17 2022 2929
## 2117 OWID_AFR Africa 7 18 2022 3902
## 2118 OWID_AFR Africa 7 19 2022 30182
## 2119 OWID_AFR Africa 7 20 2022 4268
## 2120 OWID_AFR Africa 7 21 2022 7818
## 2121 OWID_AFR Africa 7 22 2022 3285
## 2122 OWID_AFR Africa 7 23 2022 2878
## 2123 OWID_AFR Africa 7 24 2022 4059
## 2124 OWID_AFR Africa 7 25 2022 2990
## 2125 OWID_AFR Africa 7 26 2022 3464
## 2126 OWID_AFR Africa 7 27 2022 24090
## 2127 OWID_AFR Africa 7 28 2022 2626
## 2128 OWID_AFR Africa 7 29 2022 3768
## 2129 OWID_AFR Africa 7 30 2022 2751
## 2130 OWID_AFR Africa 7 31 2022 2673
## 2131 OWID_AFR Africa 8 1 2022 1855
## 2132 OWID_AFR Africa 8 2 2022 3001
## 2133 OWID_AFR Africa 8 3 2022 7970
## 2134 OWID_AFR Africa 8 4 2022 8525
## 2135 OWID_AFR Africa 8 5 2022 1617
## 2136 OWID_AFR Africa 8 6 2022 2354
## 2137 OWID_AFR Africa 8 7 2022 2767
## 2138 OWID_AFR Africa 8 8 2022 1849
## 2139 OWID_AFR Africa 8 9 2022 1204
## 2140 OWID_AFR Africa 8 10 2022 1260
## 2141 OWID_AFR Africa 8 11 2022 6931
## 2142 OWID_AFR Africa 8 12 2022 6240
## 2143 OWID_AFR Africa 8 13 2022 2194
## 2144 OWID_AFR Africa 8 14 2022 2540
## 2145 OWID_AFR Africa 8 15 2022 1857
## 2146 OWID_AFR Africa 8 16 2022 1064
## 2147 OWID_AFR Africa 8 17 2022 3151
## 2148 OWID_AFR Africa 8 18 2022 7478
## 2149 OWID_AFR Africa 8 19 2022 1187
## 2150 OWID_AFR Africa 8 20 2022 1857
## 2151 OWID_AFR Africa 8 21 2022 1065
## 2152 OWID_AFR Africa 8 22 2022 1165
## 2153 OWID_AFR Africa 8 23 2022 1339
## 2154 OWID_AFR Africa 8 24 2022 1968
## 2155 OWID_AFR Africa 8 25 2022 2655
## 2156 OWID_AFR Africa 8 26 2022 7035
## 2157 OWID_AFR Africa 8 27 2022 1587
## 2158 OWID_AFR Africa 8 28 2022 824
## 2159 OWID_AFR Africa 8 29 2022 1364
## 2160 OWID_AFR Africa 8 30 2022 1394
## 2161 OWID_AFR Africa 8 31 2022 1406
## 2162 OWID_AFR Africa 9 1 2022 1432
## 2163 OWID_AFR Africa 9 2 2022 8002
## 2164 OWID_AFR Africa 9 3 2022 1186
## 2165 OWID_AFR Africa 9 4 2022 482
## 2166 OWID_AFR Africa 9 5 2022 1345
## 2167 OWID_AFR Africa 9 6 2022 1535
## 2168 OWID_AFR Africa 9 7 2022 522
## 2169 OWID_AFR Africa 9 8 2022 5694
## 2170 OWID_AFR Africa 9 9 2022 1453
## 2171 OWID_AFR Africa 9 10 2022 746
## 2172 OWID_AFR Africa 9 11 2022 1154
## 2173 OWID_AFR Africa 9 12 2022 1377
## 2174 OWID_AFR Africa 9 13 2022 1278
## 2175 OWID_AFR Africa 9 14 2022 1130
## 2176 OWID_AFR Africa 9 15 2022 3590
## 2177 OWID_AFR Africa 9 16 2022 754
## 2178 OWID_AFR Africa 9 17 2022 836
## 2179 OWID_AFR Africa 9 18 2022 927
## 2180 OWID_AFR Africa 9 19 2022 682
## 2181 OWID_AFR Africa 9 20 2022 1242
## 2182 OWID_AFR Africa 9 21 2022 516
## 2183 OWID_AFR Africa 9 22 2022 2175
## 2184 OWID_AFR Africa 9 23 2022 2051
## 2185 OWID_AFR Africa 9 24 2022 670
## 2186 OWID_AFR Africa 9 25 2022 255
## 2187 OWID_AFR Africa 9 26 2022 921
## 2188 OWID_AFR Africa 9 27 2022 665
## 2189 OWID_AFR Africa 9 28 2022 1332
## 2190 OWID_AFR Africa 9 29 2022 2206
## 2191 OWID_AFR Africa 9 30 2022 1124
## 2192 OWID_AFR Africa 10 1 2022 418
## 2193 OWID_AFR Africa 10 2 2022 443
## 2194 OWID_AFR Africa 10 3 2022 724
## 2195 OWID_AFR Africa 10 4 2022 376
## 2196 OWID_AFR Africa 10 5 2022 1126
## 2197 OWID_AFR Africa 10 6 2022 1194
## 2198 OWID_AFR Africa 10 7 2022 961
## 2199 OWID_AFR Africa 10 8 2022 1053
## 2200 OWID_AFR Africa 10 9 2022 637
## 2201 OWID_AFR Africa 10 10 2022 1539
## 2202 OWID_AFR Africa 10 11 2022 930
## 2203 OWID_AFR Africa 10 12 2022 843
## 2204 OWID_AFR Africa 10 13 2022 4051
## 2205 OWID_AFR Africa 10 14 2022 1137
## 2206 OWID_AFR Africa 10 15 2022 1099
## 2207 OWID_AFR Africa 10 16 2022 743
## 2208 OWID_AFR Africa 10 17 2022 1406
## 2209 OWID_AFR Africa 10 18 2022 775
## 2210 OWID_AFR Africa 10 19 2022 870
## 2211 OWID_AFR Africa 10 20 2022 1232
## 2212 OWID_AFR Africa 10 21 2022 1073
## 2213 OWID_AFR Africa 10 22 2022 1326
## 2214 OWID_AFR Africa 10 23 2022 328
## 2215 OWID_AFR Africa 10 24 2022 1230
## 2216 OWID_AFR Africa 10 25 2022 1120
## 2217 OWID_AFR Africa 10 26 2022 1025
## 2218 OWID_AFR Africa 10 27 2022 852
## 2219 OWID_AFR Africa 10 28 2022 1096
## 2220 OWID_AFR Africa 10 29 2022 894
## 2221 OWID_AFR Africa 10 30 2022 515
## 2222 OWID_AFR Africa 10 31 2022 1639
## 2223 OWID_AFR Africa 11 1 2022 2477
## 2224 OWID_AFR Africa 11 2 2022 869
## 2225 OWID_AFR Africa 11 3 2022 1317
## 2226 OWID_AFR Africa 11 4 2022 1054
## 2227 OWID_AFR Africa 11 5 2022 994
## 2228 OWID_AFR Africa 11 6 2022 727
## 2229 OWID_AFR Africa 11 7 2022 1428
## 2230 OWID_AFR Africa 11 8 2022 1841
## 2231 OWID_AFR Africa 11 9 2022 1253
## 2232 OWID_AFR Africa 11 10 2022 2138
## 2233 OWID_AFR Africa 11 11 2022 1472
## 2234 OWID_AFR Africa 11 12 2022 1701
## 2235 OWID_AFR Africa 11 13 2022 1572
## 2236 OWID_AFR Africa 11 14 2022 1573
## 2237 OWID_AFR Africa 11 15 2022 2138
## 2238 OWID_AFR Africa 11 16 2022 2288
## 2239 OWID_AFR Africa 11 17 2022 1978
## 2240 OWID_AFR Africa 11 18 2022 2135
## 2241 OWID_AFR Africa 11 19 2022 1827
## 2242 OWID_AFR Africa 11 20 2022 1348
## 2243 OWID_AFR Africa 11 21 2022 1297
## 2244 OWID_AFR Africa 11 22 2022 2197
## 2245 OWID_AFR Africa 11 23 2022 1552
## 2246 OWID_AFR Africa 11 24 2022 1980
## 2247 OWID_AFR Africa 11 25 2022 3022
## 2248 OWID_AFR Africa 11 26 2022 1409
## 2249 OWID_AFR Africa 11 27 2022 2356
## 2250 OWID_AFR Africa 11 28 2022 1829
## 2251 OWID_AFR Africa 11 29 2022 1181
## 2252 OWID_AFR Africa 11 30 2022 969
## 2253 OWID_AFR Africa 12 1 2022 408
## 2254 OWID_AFR Africa 12 2 2022 3165
## 2255 OWID_AFR Africa 12 3 2022 1211
## 2256 OWID_AFR Africa 12 4 2022 3270
## 2257 OWID_AFR Africa 12 5 2022 1725
## 2258 OWID_AFR Africa 12 6 2022 817
## 2259 OWID_AFR Africa 12 7 2022 880
## 2260 OWID_AFR Africa 12 8 2022 717
## 2261 OWID_AFR Africa 12 9 2022 2254
## 2262 OWID_AFR Africa 12 10 2022 1198
## 2263 OWID_AFR Africa 12 11 2022 1059
## 2264 OWID_AFR Africa 12 12 2022 3511
## 2265 OWID_AFR Africa 12 13 2022 605
## 2266 OWID_AFR Africa 12 14 2022 806
## 2267 OWID_AFR Africa 12 15 2022 2413
## 2268 OWID_AFR Africa 12 16 2022 761
## 2269 OWID_AFR Africa 12 17 2022 1060
## 2270 OWID_AFR Africa 12 18 2022 797
## 2271 OWID_AFR Africa 12 19 2022 2565
## 2272 OWID_AFR Africa 12 20 2022 441
## 2273 OWID_AFR Africa 12 21 2022 765
## 2274 OWID_AFR Africa 12 22 2022 556
## 2275 OWID_AFR Africa 12 23 2022 2506
## 2276 OWID_AFR Africa 12 24 2022 670
## 2277 OWID_AFR Africa 12 25 2022 2868
## 2278 OWID_AFR Africa 12 26 2022 687
## 2279 OWID_AFR Africa 12 27 2022 422
## 2280 OWID_AFR Africa 12 28 2022 587
## 2281 OWID_AFR Africa 12 29 2022 925
## 2282 OWID_AFR Africa 12 30 2022 2389
## 2283 OWID_AFR Africa 12 31 2022 476
## 2284 OWID_AFR Africa 1 1 2023 1460
## 2285 OWID_AFR Africa 1 2 2023 1393
## 2286 OWID_AFR Africa 1 3 2023 263
## 2287 OWID_AFR Africa 1 4 2023 463
## 2288 OWID_AFR Africa 1 5 2023 456
## 2289 OWID_AFR Africa 1 6 2023 2529
## 2290 OWID_AFR Africa 1 7 2023 671
## 2291 OWID_AFR Africa 1 8 2023 1591
## 2292 OWID_AFR Africa 1 9 2023 1766
## 2293 OWID_AFR Africa 1 10 2023 233
## 2294 OWID_AFR Africa 1 11 2023 400
## 2295 OWID_AFR Africa 1 12 2023 249
## 2296 OWID_AFR Africa 1 13 2023 2411
## 2297 OWID_AFR Africa 1 14 2023 323
## 2298 OWID_AFR Africa 1 15 2023 2067
## 2299 OWID_AFR Africa 1 16 2023 2289
## 2300 OWID_AFR Africa 1 17 2023 769
## 2301 OWID_AFR Africa 1 18 2023 3354
## 2302 OWID_AFR Africa 1 19 2023 1007
## 2303 OWID_AFR Africa 1 20 2023 1924
## 2304 OWID_AFR Africa 1 21 2023 707
## 2305 OWID_AFR Africa 1 22 2023 974
## 2306 OWID_AFR Africa 1 23 2023 2301
## 2307 OWID_AFR Africa 1 24 2023 1172
## 2308 OWID_AFR Africa 1 25 2023 270
## 2309 OWID_AFR Africa 1 26 2023 831
## 2310 OWID_AFR Africa 1 27 2023 326
## 2311 OWID_AFR Africa 1 28 2023 1302
## 2312 OWID_AFR Africa 1 29 2023 2020
## 2313 OWID_AFR Africa 1 30 2023 785
## 2314 OWID_AFR Africa 1 31 2023 234
## 2315 OWID_AFR Africa 2 1 2023 1330
## 2316 OWID_AFR Africa 2 2 2023 429
## 2317 OWID_AFR Africa 2 3 2023 938
## 2318 OWID_AFR Africa 2 4 2023 255
## 2319 OWID_AFR Africa 2 5 2023 1961
## 2320 OWID_AFR Africa 2 6 2023 1429
## 2321 OWID_AFR Africa 2 7 2023 214
## 2322 OWID_AFR Africa 2 8 2023 335
## 2323 OWID_AFR Africa 2 9 2023 221
## 2324 OWID_AFR Africa 2 10 2023 220
## 2325 OWID_AFR Africa 2 11 2023 217
## 2326 OWID_AFR Africa 2 12 2023 2026
## 2327 OWID_AFR Africa 2 13 2023 1158
## 2328 OWID_AFR Africa 2 14 2023 191
## 2329 OWID_AFR Africa 2 15 2023 285
## 2330 OWID_AFR Africa 2 16 2023 181
## 2331 OWID_AFR Africa 2 17 2023 138
## 2332 OWID_AFR Africa 2 18 2023 285
## 2333 OWID_AFR Africa 2 19 2023 1678
## 2334 OWID_AFR Africa 2 20 2023 847
## 2335 OWID_AFR Africa 2 21 2023 68
## 2336 OWID_AFR Africa 2 22 2023 296
## 2337 OWID_AFR Africa 2 23 2023 116
## 2338 OWID_AFR Africa 2 24 2023 82
## 2339 OWID_AFR Africa 2 25 2023 177
## 2340 OWID_AFR Africa 2 26 2023 1334
## 2341 OWID_AFR Africa 2 27 2023 856
## 2342 OWID_AFR Africa 2 28 2023 151
## 2343 OWID_AFR Africa 3 1 2023 580
## 2344 OWID_AFR Africa 3 2 2023 131
## 2345 OWID_AFR Africa 3 3 2023 168
## 2346 OWID_AFR Africa 3 4 2023 246
## 2347 OWID_AFR Africa 3 5 2023 4468
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## 4757 ASM Oceania American Samoa 1 3 2020 0
## 4758 ASM Oceania American Samoa 1 4 2020 0
## 4759 ASM Oceania American Samoa 1 5 2020 0
## 4760 ASM Oceania American Samoa 1 6 2020 0
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## 4993 ASM Oceania American Samoa 8 26 2020 0
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## 4995 ASM Oceania American Samoa 8 28 2020 0
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## 5014 ASM Oceania American Samoa 9 16 2020 0
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## 5023 ASM Oceania American Samoa 9 25 2020 0
## 5024 ASM Oceania American Samoa 9 26 2020 0
## 5025 ASM Oceania American Samoa 9 27 2020 0
## 5026 ASM Oceania American Samoa 9 28 2020 0
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## 5028 ASM Oceania American Samoa 9 30 2020 0
## 5029 ASM Oceania American Samoa 10 1 2020 0
## 5030 ASM Oceania American Samoa 10 2 2020 0
## 5031 ASM Oceania American Samoa 10 3 2020 0
## 5032 ASM Oceania American Samoa 10 4 2020 0
## 5033 ASM Oceania American Samoa 10 5 2020 0
## 5034 ASM Oceania American Samoa 10 6 2020 0
## 5035 ASM Oceania American Samoa 10 7 2020 0
## 5036 ASM Oceania American Samoa 10 8 2020 0
## 5037 ASM Oceania American Samoa 10 9 2020 0
## 5038 ASM Oceania American Samoa 10 10 2020 0
## 5039 ASM Oceania American Samoa 10 11 2020 0
## 5040 ASM Oceania American Samoa 10 12 2020 0
## 5041 ASM Oceania American Samoa 10 13 2020 0
## 5042 ASM Oceania American Samoa 10 14 2020 0
## 5043 ASM Oceania American Samoa 10 15 2020 0
## 5044 ASM Oceania American Samoa 10 16 2020 0
## 5045 ASM Oceania American Samoa 10 17 2020 0
## 5046 ASM Oceania American Samoa 10 18 2020 0
## 5047 ASM Oceania American Samoa 10 19 2020 0
## 5048 ASM Oceania American Samoa 10 20 2020 0
## 5049 ASM Oceania American Samoa 10 21 2020 0
## 5050 ASM Oceania American Samoa 10 22 2020 0
## 5051 ASM Oceania American Samoa 10 23 2020 0
## 5052 ASM Oceania American Samoa 10 24 2020 0
## 5053 ASM Oceania American Samoa 10 25 2020 0
## 5054 ASM Oceania American Samoa 10 26 2020 0
## 5055 ASM Oceania American Samoa 10 27 2020 0
## 5056 ASM Oceania American Samoa 10 28 2020 0
## 5057 ASM Oceania American Samoa 10 29 2020 0
## 5058 ASM Oceania American Samoa 10 30 2020 0
## 5059 ASM Oceania American Samoa 10 31 2020 0
## 5060 ASM Oceania American Samoa 11 1 2020 0
## 5061 ASM Oceania American Samoa 11 2 2020 0
## 5062 ASM Oceania American Samoa 11 3 2020 0
## 5063 ASM Oceania American Samoa 11 4 2020 0
## 5064 ASM Oceania American Samoa 11 5 2020 0
## 5065 ASM Oceania American Samoa 11 6 2020 0
## 5066 ASM Oceania American Samoa 11 7 2020 0
## 5067 ASM Oceania American Samoa 11 8 2020 0
## 5068 ASM Oceania American Samoa 11 9 2020 0
## 5069 ASM Oceania American Samoa 11 10 2020 0
## 5070 ASM Oceania American Samoa 11 11 2020 0
## 5071 ASM Oceania American Samoa 11 12 2020 0
## 5072 ASM Oceania American Samoa 11 13 2020 0
## 5073 ASM Oceania American Samoa 11 14 2020 0
## 5074 ASM Oceania American Samoa 11 15 2020 0
## 5075 ASM Oceania American Samoa 11 16 2020 0
## 5076 ASM Oceania American Samoa 11 17 2020 0
## 5077 ASM Oceania American Samoa 11 18 2020 0
## 5078 ASM Oceania American Samoa 11 19 2020 0
## 5079 ASM Oceania American Samoa 11 20 2020 0
## 5080 ASM Oceania American Samoa 11 21 2020 0
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## 5082 ASM Oceania American Samoa 11 23 2020 0
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## 5084 ASM Oceania American Samoa 11 25 2020 0
## 5085 ASM Oceania American Samoa 11 26 2020 0
## 5086 ASM Oceania American Samoa 11 27 2020 0
## 5087 ASM Oceania American Samoa 11 28 2020 0
## 5088 ASM Oceania American Samoa 11 29 2020 0
## 5089 ASM Oceania American Samoa 11 30 2020 0
## 5090 ASM Oceania American Samoa 12 1 2020 0
## 5091 ASM Oceania American Samoa 12 2 2020 0
## 5092 ASM Oceania American Samoa 12 3 2020 0
## 5093 ASM Oceania American Samoa 12 4 2020 0
## 5094 ASM Oceania American Samoa 12 5 2020 0
## 5095 ASM Oceania American Samoa 12 6 2020 0
## 5096 ASM Oceania American Samoa 12 7 2020 0
## 5097 ASM Oceania American Samoa 12 8 2020 0
## 5098 ASM Oceania American Samoa 12 9 2020 0
## 5099 ASM Oceania American Samoa 12 10 2020 0
## 5100 ASM Oceania American Samoa 12 11 2020 0
## 5101 ASM Oceania American Samoa 12 12 2020 0
## 5102 ASM Oceania American Samoa 12 13 2020 0
## 5103 ASM Oceania American Samoa 12 14 2020 0
## 5104 ASM Oceania American Samoa 12 15 2020 0
## 5105 ASM Oceania American Samoa 12 16 2020 0
## 5106 ASM Oceania American Samoa 12 17 2020 0
## 5107 ASM Oceania American Samoa 12 18 2020 0
## 5108 ASM Oceania American Samoa 12 19 2020 0
## 5109 ASM Oceania American Samoa 12 20 2020 0
## 5110 ASM Oceania American Samoa 12 21 2020 0
## 5111 ASM Oceania American Samoa 12 22 2020 0
## 5112 ASM Oceania American Samoa 12 23 2020 0
## 5113 ASM Oceania American Samoa 12 24 2020 0
## 5114 ASM Oceania American Samoa 12 25 2020 0
## 5115 ASM Oceania American Samoa 12 26 2020 0
## 5116 ASM Oceania American Samoa 12 27 2020 0
## 5117 ASM Oceania American Samoa 12 28 2020 0
## 5118 ASM Oceania American Samoa 12 29 2020 0
## 5119 ASM Oceania American Samoa 12 30 2020 0
## 5120 ASM Oceania American Samoa 12 31 2020 0
## 5121 ASM Oceania American Samoa 1 1 2021 0
## 5122 ASM Oceania American Samoa 1 2 2021 0
## 5123 ASM Oceania American Samoa 1 3 2021 0
## 5124 ASM Oceania American Samoa 1 4 2021 0
## 5125 ASM Oceania American Samoa 1 5 2021 0
## 5126 ASM Oceania American Samoa 1 6 2021 0
## 5127 ASM Oceania American Samoa 1 7 2021 0
## 5128 ASM Oceania American Samoa 1 8 2021 0
## 5129 ASM Oceania American Samoa 1 9 2021 0
## 5130 ASM Oceania American Samoa 1 10 2021 0
## 5131 ASM Oceania American Samoa 1 11 2021 0
## 5132 ASM Oceania American Samoa 1 12 2021 0
## 5133 ASM Oceania American Samoa 1 13 2021 0
## 5134 ASM Oceania American Samoa 1 14 2021 0
## 5135 ASM Oceania American Samoa 1 15 2021 0
## 5136 ASM Oceania American Samoa 1 16 2021 0
## 5137 ASM Oceania American Samoa 1 17 2021 0
## 5138 ASM Oceania American Samoa 1 18 2021 0
## 5139 ASM Oceania American Samoa 1 19 2021 0
## 5140 ASM Oceania American Samoa 1 20 2021 0
## 5141 ASM Oceania American Samoa 1 21 2021 0
## 5142 ASM Oceania American Samoa 1 22 2021 0
## 5143 ASM Oceania American Samoa 1 23 2021 0
## 5144 ASM Oceania American Samoa 1 24 2021 0
## 5145 ASM Oceania American Samoa 1 25 2021 0
## 5146 ASM Oceania American Samoa 1 26 2021 0
## 5147 ASM Oceania American Samoa 1 27 2021 0
## 5148 ASM Oceania American Samoa 1 28 2021 0
## 5149 ASM Oceania American Samoa 1 29 2021 0
## 5150 ASM Oceania American Samoa 1 30 2021 0
## 5151 ASM Oceania American Samoa 1 31 2021 0
## 5152 ASM Oceania American Samoa 2 1 2021 0
## 5153 ASM Oceania American Samoa 2 2 2021 0
## 5154 ASM Oceania American Samoa 2 3 2021 0
## 5155 ASM Oceania American Samoa 2 4 2021 0
## 5156 ASM Oceania American Samoa 2 5 2021 0
## 5157 ASM Oceania American Samoa 2 6 2021 0
## 5158 ASM Oceania American Samoa 2 7 2021 0
## 5159 ASM Oceania American Samoa 2 8 2021 0
## 5160 ASM Oceania American Samoa 2 9 2021 0
## 5161 ASM Oceania American Samoa 2 10 2021 0
## 5162 ASM Oceania American Samoa 2 11 2021 0
## 5163 ASM Oceania American Samoa 2 12 2021 0
## 5164 ASM Oceania American Samoa 2 13 2021 0
## 5165 ASM Oceania American Samoa 2 14 2021 0
## 5166 ASM Oceania American Samoa 2 15 2021 0
## 5167 ASM Oceania American Samoa 2 16 2021 0
## 5168 ASM Oceania American Samoa 2 17 2021 0
## 5169 ASM Oceania American Samoa 2 18 2021 0
## 5170 ASM Oceania American Samoa 2 19 2021 0
## 5171 ASM Oceania American Samoa 2 20 2021 0
## 5172 ASM Oceania American Samoa 2 21 2021 0
## 5173 ASM Oceania American Samoa 2 22 2021 0
## 5174 ASM Oceania American Samoa 2 23 2021 0
## 5175 ASM Oceania American Samoa 2 24 2021 0
## 5176 ASM Oceania American Samoa 2 25 2021 0
## 5177 ASM Oceania American Samoa 2 26 2021 0
## 5178 ASM Oceania American Samoa 2 27 2021 0
## 5179 ASM Oceania American Samoa 2 28 2021 0
## 5180 ASM Oceania American Samoa 3 1 2021 0
## 5181 ASM Oceania American Samoa 3 2 2021 0
## 5182 ASM Oceania American Samoa 3 3 2021 0
## 5183 ASM Oceania American Samoa 3 4 2021 0
## 5184 ASM Oceania American Samoa 3 5 2021 0
## 5185 ASM Oceania American Samoa 3 6 2021 0
## 5186 ASM Oceania American Samoa 3 7 2021 0
## 5187 ASM Oceania American Samoa 3 8 2021 0
## 5188 ASM Oceania American Samoa 3 9 2021 0
## 5189 ASM Oceania American Samoa 3 10 2021 0
## 5190 ASM Oceania American Samoa 3 11 2021 0
## 5191 ASM Oceania American Samoa 3 12 2021 0
## 5192 ASM Oceania American Samoa 3 13 2021 0
## 5193 ASM Oceania American Samoa 3 14 2021 0
## 5194 ASM Oceania American Samoa 3 15 2021 0
## 5195 ASM Oceania American Samoa 3 16 2021 0
## 5196 ASM Oceania American Samoa 3 17 2021 0
## 5197 ASM Oceania American Samoa 3 18 2021 0
## 5198 ASM Oceania American Samoa 3 19 2021 0
## 5199 ASM Oceania American Samoa 3 20 2021 0
## 5200 ASM Oceania American Samoa 3 21 2021 0
## 5201 ASM Oceania American Samoa 3 22 2021 0
## 5202 ASM Oceania American Samoa 3 23 2021 0
## 5203 ASM Oceania American Samoa 3 24 2021 0
## 5204 ASM Oceania American Samoa 3 25 2021 0
## 5205 ASM Oceania American Samoa 3 26 2021 0
## 5206 ASM Oceania American Samoa 3 27 2021 0
## 5207 ASM Oceania American Samoa 3 28 2021 0
## 5208 ASM Oceania American Samoa 3 29 2021 0
## 5209 ASM Oceania American Samoa 3 30 2021 0
## 5210 ASM Oceania American Samoa 3 31 2021 0
## 5211 ASM Oceania American Samoa 4 1 2021 0
## 5212 ASM Oceania American Samoa 4 2 2021 0
## 5213 ASM Oceania American Samoa 4 3 2021 0
## 5214 ASM Oceania American Samoa 4 4 2021 0
## 5215 ASM Oceania American Samoa 4 5 2021 0
## 5216 ASM Oceania American Samoa 4 6 2021 0
## 5217 ASM Oceania American Samoa 4 7 2021 0
## 5218 ASM Oceania American Samoa 4 8 2021 0
## 5219 ASM Oceania American Samoa 4 9 2021 0
## 5220 ASM Oceania American Samoa 4 10 2021 0
## 5221 ASM Oceania American Samoa 4 11 2021 0
## 5222 ASM Oceania American Samoa 4 12 2021 0
## 5223 ASM Oceania American Samoa 4 13 2021 0
## 5224 ASM Oceania American Samoa 4 14 2021 0
## 5225 ASM Oceania American Samoa 4 15 2021 0
## 5226 ASM Oceania American Samoa 4 16 2021 0
## 5227 ASM Oceania American Samoa 4 17 2021 0
## 5228 ASM Oceania American Samoa 4 18 2021 0
## 5229 ASM Oceania American Samoa 4 19 2021 0
## 5230 ASM Oceania American Samoa 4 20 2021 0
## 5231 ASM Oceania American Samoa 4 21 2021 0
## 5232 ASM Oceania American Samoa 4 22 2021 0
## 5233 ASM Oceania American Samoa 4 23 2021 0
## 5234 ASM Oceania American Samoa 4 24 2021 0
## 5235 ASM Oceania American Samoa 4 25 2021 0
## 5236 ASM Oceania American Samoa 4 26 2021 0
## 5237 ASM Oceania American Samoa 4 27 2021 0
## 5238 ASM Oceania American Samoa 4 28 2021 0
## 5239 ASM Oceania American Samoa 4 29 2021 0
## 5240 ASM Oceania American Samoa 4 30 2021 0
## 5241 ASM Oceania American Samoa 5 1 2021 0
## 5242 ASM Oceania American Samoa 5 2 2021 0
## 5243 ASM Oceania American Samoa 5 3 2021 0
## 5244 ASM Oceania American Samoa 5 4 2021 0
## 5245 ASM Oceania American Samoa 5 5 2021 0
## 5246 ASM Oceania American Samoa 5 6 2021 0
## 5247 ASM Oceania American Samoa 5 7 2021 0
## 5248 ASM Oceania American Samoa 5 8 2021 0
## 5249 ASM Oceania American Samoa 5 9 2021 0
## 5250 ASM Oceania American Samoa 5 10 2021 0
## 5251 ASM Oceania American Samoa 5 11 2021 0
## 5252 ASM Oceania American Samoa 5 12 2021 0
## 5253 ASM Oceania American Samoa 5 13 2021 0
## 5254 ASM Oceania American Samoa 5 14 2021 0
## 5255 ASM Oceania American Samoa 5 15 2021 0
## 5256 ASM Oceania American Samoa 5 16 2021 0
## 5257 ASM Oceania American Samoa 5 17 2021 0
## 5258 ASM Oceania American Samoa 5 18 2021 0
## 5259 ASM Oceania American Samoa 5 19 2021 0
## 5260 ASM Oceania American Samoa 5 20 2021 0
## 5261 ASM Oceania American Samoa 5 21 2021 0
## 5262 ASM Oceania American Samoa 5 22 2021 0
## 5263 ASM Oceania American Samoa 5 23 2021 0
## 5264 ASM Oceania American Samoa 5 24 2021 0
## 5265 ASM Oceania American Samoa 5 25 2021 0
## 5266 ASM Oceania American Samoa 5 26 2021 0
## 5267 ASM Oceania American Samoa 5 27 2021 0
## 5268 ASM Oceania American Samoa 5 28 2021 0
## 5269 ASM Oceania American Samoa 5 29 2021 0
## 5270 ASM Oceania American Samoa 5 30 2021 0
## 5271 ASM Oceania American Samoa 5 31 2021 0
## 5272 ASM Oceania American Samoa 6 1 2021 0
## 5273 ASM Oceania American Samoa 6 2 2021 0
## 5274 ASM Oceania American Samoa 6 3 2021 0
## 5275 ASM Oceania American Samoa 6 4 2021 0
## 5276 ASM Oceania American Samoa 6 5 2021 0
## 5277 ASM Oceania American Samoa 6 6 2021 0
## 5278 ASM Oceania American Samoa 6 7 2021 0
## 5279 ASM Oceania American Samoa 6 8 2021 0
## 5280 ASM Oceania American Samoa 6 9 2021 0
## 5281 ASM Oceania American Samoa 6 10 2021 0
## 5282 ASM Oceania American Samoa 6 11 2021 0
## 5283 ASM Oceania American Samoa 6 12 2021 0
## 5284 ASM Oceania American Samoa 6 13 2021 0
## 5285 ASM Oceania American Samoa 6 14 2021 0
## 5286 ASM Oceania American Samoa 6 15 2021 0
## 5287 ASM Oceania American Samoa 6 16 2021 0
## 5288 ASM Oceania American Samoa 6 17 2021 0
## 5289 ASM Oceania American Samoa 6 18 2021 0
## 5290 ASM Oceania American Samoa 6 19 2021 0
## 5291 ASM Oceania American Samoa 6 20 2021 0
## 5292 ASM Oceania American Samoa 6 21 2021 0
## 5293 ASM Oceania American Samoa 6 22 2021 0
## 5294 ASM Oceania American Samoa 6 23 2021 0
## 5295 ASM Oceania American Samoa 6 24 2021 0
## 5296 ASM Oceania American Samoa 6 25 2021 0
## 5297 ASM Oceania American Samoa 6 26 2021 0
## 5298 ASM Oceania American Samoa 6 27 2021 0
## 5299 ASM Oceania American Samoa 6 28 2021 0
## 5300 ASM Oceania American Samoa 6 29 2021 0
## 5301 ASM Oceania American Samoa 6 30 2021 0
## 5302 ASM Oceania American Samoa 7 1 2021 0
## 5303 ASM Oceania American Samoa 7 2 2021 0
## 5304 ASM Oceania American Samoa 7 3 2021 0
## 5305 ASM Oceania American Samoa 7 4 2021 0
## 5306 ASM Oceania American Samoa 7 5 2021 0
## 5307 ASM Oceania American Samoa 7 6 2021 0
## 5308 ASM Oceania American Samoa 7 7 2021 0
## 5309 ASM Oceania American Samoa 7 8 2021 0
## 5310 ASM Oceania American Samoa 7 9 2021 0
## 5311 ASM Oceania American Samoa 7 10 2021 0
## 5312 ASM Oceania American Samoa 7 11 2021 0
## 5313 ASM Oceania American Samoa 7 12 2021 0
## 5314 ASM Oceania American Samoa 7 13 2021 0
## 5315 ASM Oceania American Samoa 7 14 2021 0
## 5316 ASM Oceania American Samoa 7 15 2021 0
## 5317 ASM Oceania American Samoa 7 16 2021 0
## 5318 ASM Oceania American Samoa 7 17 2021 0
## 5319 ASM Oceania American Samoa 7 18 2021 0
## 5320 ASM Oceania American Samoa 7 19 2021 0
## 5321 ASM Oceania American Samoa 7 20 2021 0
## 5322 ASM Oceania American Samoa 7 21 2021 0
## 5323 ASM Oceania American Samoa 7 22 2021 0
## 5324 ASM Oceania American Samoa 7 23 2021 0
## 5325 ASM Oceania American Samoa 7 24 2021 0
## 5326 ASM Oceania American Samoa 7 25 2021 0
## 5327 ASM Oceania American Samoa 7 26 2021 0
## 5328 ASM Oceania American Samoa 7 27 2021 0
## 5329 ASM Oceania American Samoa 7 28 2021 0
## 5330 ASM Oceania American Samoa 7 29 2021 0
## 5331 ASM Oceania American Samoa 7 30 2021 0
## 5332 ASM Oceania American Samoa 7 31 2021 0
## 5333 ASM Oceania American Samoa 8 1 2021 0
## 5334 ASM Oceania American Samoa 8 2 2021 0
## 5335 ASM Oceania American Samoa 8 3 2021 0
## 5336 ASM Oceania American Samoa 8 4 2021 0
## 5337 ASM Oceania American Samoa 8 5 2021 0
## 5338 ASM Oceania American Samoa 8 6 2021 0
## 5339 ASM Oceania American Samoa 8 7 2021 0
## 5340 ASM Oceania American Samoa 8 8 2021 0
## 5341 ASM Oceania American Samoa 8 9 2021 0
## 5342 ASM Oceania American Samoa 8 10 2021 0
## 5343 ASM Oceania American Samoa 8 11 2021 0
## 5344 ASM Oceania American Samoa 8 12 2021 0
## 5345 ASM Oceania American Samoa 8 13 2021 0
## 5346 ASM Oceania American Samoa 8 14 2021 0
## 5347 ASM Oceania American Samoa 8 15 2021 0
## 5348 ASM Oceania American Samoa 8 16 2021 0
## 5349 ASM Oceania American Samoa 8 17 2021 0
## 5350 ASM Oceania American Samoa 8 18 2021 0
## 5351 ASM Oceania American Samoa 8 19 2021 0
## 5352 ASM Oceania American Samoa 8 20 2021 0
## 5353 ASM Oceania American Samoa 8 21 2021 0
## 5354 ASM Oceania American Samoa 8 22 2021 0
## 5355 ASM Oceania American Samoa 8 23 2021 0
## 5356 ASM Oceania American Samoa 8 24 2021 0
## 5357 ASM Oceania American Samoa 8 25 2021 0
## 5358 ASM Oceania American Samoa 8 26 2021 0
## 5359 ASM Oceania American Samoa 8 27 2021 0
## 5360 ASM Oceania American Samoa 8 28 2021 0
## 5361 ASM Oceania American Samoa 8 29 2021 0
## 5362 ASM Oceania American Samoa 8 30 2021 0
## 5363 ASM Oceania American Samoa 8 31 2021 0
## 5364 ASM Oceania American Samoa 9 1 2021 0
## 5365 ASM Oceania American Samoa 9 2 2021 0
## 5366 ASM Oceania American Samoa 9 3 2021 0
## 5367 ASM Oceania American Samoa 9 4 2021 0
## 5368 ASM Oceania American Samoa 9 5 2021 0
## 5369 ASM Oceania American Samoa 9 6 2021 0
## 5370 ASM Oceania American Samoa 9 7 2021 0
## 5371 ASM Oceania American Samoa 9 8 2021 0
## 5372 ASM Oceania American Samoa 9 9 2021 0
## 5373 ASM Oceania American Samoa 9 10 2021 0
## 5374 ASM Oceania American Samoa 9 11 2021 0
## 5375 ASM Oceania American Samoa 9 12 2021 0
## 5376 ASM Oceania American Samoa 9 13 2021 0
## 5377 ASM Oceania American Samoa 9 14 2021 0
## 5378 ASM Oceania American Samoa 9 15 2021 0
## 5379 ASM Oceania American Samoa 9 16 2021 0
## 5380 ASM Oceania American Samoa 9 17 2021 0
## 5381 ASM Oceania American Samoa 9 18 2021 0
## 5382 ASM Oceania American Samoa 9 19 2021 1
## 5383 ASM Oceania American Samoa 9 20 2021 0
## 5384 ASM Oceania American Samoa 9 21 2021 0
## 5385 ASM Oceania American Samoa 9 22 2021 0
## 5386 ASM Oceania American Samoa 9 23 2021 0
## 5387 ASM Oceania American Samoa 9 24 2021 0
## 5388 ASM Oceania American Samoa 9 25 2021 0
## 5389 ASM Oceania American Samoa 9 26 2021 0
## 5390 ASM Oceania American Samoa 9 27 2021 0
## 5391 ASM Oceania American Samoa 9 28 2021 0
## 5392 ASM Oceania American Samoa 9 29 2021 0
## 5393 ASM Oceania American Samoa 9 30 2021 0
## 5394 ASM Oceania American Samoa 10 1 2021 0
## 5395 ASM Oceania American Samoa 10 2 2021 0
## 5396 ASM Oceania American Samoa 10 3 2021 0
## 5397 ASM Oceania American Samoa 10 4 2021 0
## 5398 ASM Oceania American Samoa 10 5 2021 2
## 5399 ASM Oceania American Samoa 10 6 2021 0
## 5400 ASM Oceania American Samoa 10 7 2021 0
## 5401 ASM Oceania American Samoa 10 8 2021 0
## 5402 ASM Oceania American Samoa 10 9 2021 0
## 5403 ASM Oceania American Samoa 10 10 2021 0
## 5404 ASM Oceania American Samoa 10 11 2021 0
## 5405 ASM Oceania American Samoa 10 12 2021 0
## 5406 ASM Oceania American Samoa 10 13 2021 0
## 5407 ASM Oceania American Samoa 10 14 2021 0
## 5408 ASM Oceania American Samoa 10 15 2021 0
## 5409 ASM Oceania American Samoa 10 16 2021 0
## 5410 ASM Oceania American Samoa 10 17 2021 0
## 5411 ASM Oceania American Samoa 10 18 2021 0
## 5412 ASM Oceania American Samoa 10 19 2021 0
## 5413 ASM Oceania American Samoa 10 20 2021 0
## 5414 ASM Oceania American Samoa 10 21 2021 1
## 5415 ASM Oceania American Samoa 10 22 2021 0
## 5416 ASM Oceania American Samoa 10 23 2021 0
## 5417 ASM Oceania American Samoa 10 24 2021 0
## 5418 ASM Oceania American Samoa 10 25 2021 0
## 5419 ASM Oceania American Samoa 10 26 2021 0
## 5420 ASM Oceania American Samoa 10 27 2021 0
## 5421 ASM Oceania American Samoa 10 28 2021 0
## 5422 ASM Oceania American Samoa 10 29 2021 0
## 5423 ASM Oceania American Samoa 10 30 2021 0
## 5424 ASM Oceania American Samoa 10 31 2021 0
## 5425 ASM Oceania American Samoa 11 1 2021 0
## 5426 ASM Oceania American Samoa 11 2 2021 0
## 5427 ASM Oceania American Samoa 11 3 2021 0
## 5428 ASM Oceania American Samoa 11 4 2021 0
## 5429 ASM Oceania American Samoa 11 5 2021 0
## 5430 ASM Oceania American Samoa 11 6 2021 0
## 5431 ASM Oceania American Samoa 11 7 2021 0
## 5432 ASM Oceania American Samoa 11 8 2021 0
## 5433 ASM Oceania American Samoa 11 9 2021 0
## 5434 ASM Oceania American Samoa 11 10 2021 0
## 5435 ASM Oceania American Samoa 11 11 2021 0
## 5436 ASM Oceania American Samoa 11 12 2021 0
## 5437 ASM Oceania American Samoa 11 13 2021 1
## 5438 ASM Oceania American Samoa 11 14 2021 0
## 5439 ASM Oceania American Samoa 11 15 2021 0
## 5440 ASM Oceania American Samoa 11 16 2021 0
## 5441 ASM Oceania American Samoa 11 17 2021 0
## 5442 ASM Oceania American Samoa 11 18 2021 0
## 5443 ASM Oceania American Samoa 11 19 2021 0
## 5444 ASM Oceania American Samoa 11 20 2021 0
## 5445 ASM Oceania American Samoa 11 21 2021 0
## 5446 ASM Oceania American Samoa 11 22 2021 0
## 5447 ASM Oceania American Samoa 11 23 2021 0
## 5448 ASM Oceania American Samoa 11 24 2021 0
## 5449 ASM Oceania American Samoa 11 25 2021 0
## 5450 ASM Oceania American Samoa 11 26 2021 0
## 5451 ASM Oceania American Samoa 11 27 2021 0
## 5452 ASM Oceania American Samoa 11 28 2021 0
## 5453 ASM Oceania American Samoa 11 29 2021 0
## 5454 ASM Oceania American Samoa 11 30 2021 5
## 5455 ASM Oceania American Samoa 12 1 2021 0
## 5456 ASM Oceania American Samoa 12 2 2021 0
## 5457 ASM Oceania American Samoa 12 3 2021 0
## 5458 ASM Oceania American Samoa 12 4 2021 0
## 5459 ASM Oceania American Samoa 12 5 2021 0
## 5460 ASM Oceania American Samoa 12 6 2021 0
## 5461 ASM Oceania American Samoa 12 7 2021 0
## 5462 ASM Oceania American Samoa 12 8 2021 0
## 5463 ASM Oceania American Samoa 12 9 2021 0
## 5464 ASM Oceania American Samoa 12 10 2021 1
## 5465 ASM Oceania American Samoa 12 11 2021 0
## 5466 ASM Oceania American Samoa 12 12 2021 0
## 5467 ASM Oceania American Samoa 12 13 2021 0
## 5468 ASM Oceania American Samoa 12 14 2021 0
## 5469 ASM Oceania American Samoa 12 15 2021 0
## 5470 ASM Oceania American Samoa 12 16 2021 0
## 5471 ASM Oceania American Samoa 12 17 2021 0
## 5472 ASM Oceania American Samoa 12 18 2021 0
## 5473 ASM Oceania American Samoa 12 19 2021 0
## 5474 ASM Oceania American Samoa 12 20 2021 0
## 5475 ASM Oceania American Samoa 12 21 2021 0
## 5476 ASM Oceania American Samoa 12 22 2021 0
## 5477 ASM Oceania American Samoa 12 23 2021 0
## 5478 ASM Oceania American Samoa 12 24 2021 0
## 5479 ASM Oceania American Samoa 12 25 2021 0
## 5480 ASM Oceania American Samoa 12 26 2021 0
## 5481 ASM Oceania American Samoa 12 27 2021 0
## 5482 ASM Oceania American Samoa 12 28 2021 0
## 5483 ASM Oceania American Samoa 12 29 2021 0
## 5484 ASM Oceania American Samoa 12 30 2021 0
## 5485 ASM Oceania American Samoa 12 31 2021 0
## 5486 ASM Oceania American Samoa 1 1 2022 0
## 5487 ASM Oceania American Samoa 1 2 2022 0
## 5488 ASM Oceania American Samoa 1 3 2022 0
## 5489 ASM Oceania American Samoa 1 4 2022 0
## 5490 ASM Oceania American Samoa 1 5 2022 0
## 5491 ASM Oceania American Samoa 1 6 2022 0
## 5492 ASM Oceania American Samoa 1 7 2022 7
## 5493 ASM Oceania American Samoa 1 8 2022 0
## 5494 ASM Oceania American Samoa 1 9 2022 0
## 5495 ASM Oceania American Samoa 1 10 2022 0
## 5496 ASM Oceania American Samoa 1 11 2022 0
## 5497 ASM Oceania American Samoa 1 12 2022 0
## 5498 ASM Oceania American Samoa 1 13 2022 0
## 5499 ASM Oceania American Samoa 1 14 2022 0
## 5500 ASM Oceania American Samoa 1 15 2022 0
## 5501 ASM Oceania American Samoa 1 16 2022 0
## 5502 ASM Oceania American Samoa 1 17 2022 0
## 5503 ASM Oceania American Samoa 1 18 2022 0
## 5504 ASM Oceania American Samoa 1 19 2022 0
## 5505 ASM Oceania American Samoa 1 20 2022 0
## 5506 ASM Oceania American Samoa 1 21 2022 0
## 5507 ASM Oceania American Samoa 1 22 2022 0
## 5508 ASM Oceania American Samoa 1 23 2022 0
## 5509 ASM Oceania American Samoa 1 24 2022 0
## 5510 ASM Oceania American Samoa 1 25 2022 0
## 5511 ASM Oceania American Samoa 1 26 2022 0
## 5512 ASM Oceania American Samoa 1 27 2022 0
## 5513 ASM Oceania American Samoa 1 28 2022 0
## 5514 ASM Oceania American Samoa 1 29 2022 0
## 5515 ASM Oceania American Samoa 1 30 2022 0
## 5516 ASM Oceania American Samoa 1 31 2022 0
## 5517 ASM Oceania American Samoa 2 1 2022 4
## 5518 ASM Oceania American Samoa 2 2 2022 0
## 5519 ASM Oceania American Samoa 2 3 2022 13
## 5520 ASM Oceania American Samoa 2 4 2022 0
## 5521 ASM Oceania American Samoa 2 5 2022 0
## 5522 ASM Oceania American Samoa 2 6 2022 4
## 5523 ASM Oceania American Samoa 2 7 2022 10
## 5524 ASM Oceania American Samoa 2 8 2022 8
## 5525 ASM Oceania American Samoa 2 9 2022 0
## 5526 ASM Oceania American Samoa 2 10 2022 0
## 5527 ASM Oceania American Samoa 2 11 2022 0
## 5528 ASM Oceania American Samoa 2 12 2022 0
## 5529 ASM Oceania American Samoa 2 13 2022 0
## 5530 ASM Oceania American Samoa 2 14 2022 0
## 5531 ASM Oceania American Samoa 2 15 2022 0
## 5532 ASM Oceania American Samoa 2 16 2022 0
## 5533 ASM Oceania American Samoa 2 17 2022 0
## 5534 ASM Oceania American Samoa 2 18 2022 0
## 5535 ASM Oceania American Samoa 2 19 2022 0
## 5536 ASM Oceania American Samoa 2 20 2022 0
## 5537 ASM Oceania American Samoa 2 21 2022 0
## 5538 ASM Oceania American Samoa 2 22 2022 3
## 5539 ASM Oceania American Samoa 2 23 2022 12
## 5540 ASM Oceania American Samoa 2 24 2022 0
## 5541 ASM Oceania American Samoa 2 25 2022 12
## 5542 ASM Oceania American Samoa 2 26 2022 0
## 5543 ASM Oceania American Samoa 2 27 2022 0
## 5544 ASM Oceania American Samoa 2 28 2022 0
## 5545 ASM Oceania American Samoa 3 1 2022 0
## 5546 ASM Oceania American Samoa 3 2 2022 62
## 5547 ASM Oceania American Samoa 3 3 2022 9
## 5548 ASM Oceania American Samoa 3 4 2022 41
## 5549 ASM Oceania American Samoa 3 5 2022 0
## 5550 ASM Oceania American Samoa 3 6 2022 0
## 5551 ASM Oceania American Samoa 3 7 2022 96
## 5552 ASM Oceania American Samoa 3 8 2022 11
## 5553 ASM Oceania American Samoa 3 9 2022 49
## 5554 ASM Oceania American Samoa 3 10 2022 52
## 5555 ASM Oceania American Samoa 3 11 2022 39
## 5556 ASM Oceania American Samoa 3 12 2022 0
## 5557 ASM Oceania American Samoa 3 13 2022 0
## 5558 ASM Oceania American Samoa 3 14 2022 112
## 5559 ASM Oceania American Samoa 3 15 2022 61
## 5560 ASM Oceania American Samoa 3 16 2022 163
## 5561 ASM Oceania American Samoa 3 17 2022 0
## 5562 ASM Oceania American Samoa 3 18 2022 284
## 5563 ASM Oceania American Samoa 3 19 2022 0
## 5564 ASM Oceania American Samoa 3 20 2022 0
## 5565 ASM Oceania American Samoa 3 21 2022 334
## 5566 ASM Oceania American Samoa 3 22 2022 174
## 5567 ASM Oceania American Samoa 3 23 2022 55
## 5568 ASM Oceania American Samoa 3 24 2022 378
## 5569 ASM Oceania American Samoa 3 25 2022 258
## 5570 ASM Oceania American Samoa 3 26 2022 955
## 5571 ASM Oceania American Samoa 3 27 2022 0
## 5572 ASM Oceania American Samoa 3 28 2022 61
## 5573 ASM Oceania American Samoa 3 29 2022 163
## 5574 ASM Oceania American Samoa 3 30 2022 42
## 5575 ASM Oceania American Samoa 3 31 2022 334
## 5576 ASM Oceania American Samoa 4 1 2022 0
## 5577 ASM Oceania American Samoa 4 2 2022 0
## 5578 ASM Oceania American Samoa 4 3 2022 0
## 5579 ASM Oceania American Samoa 4 4 2022 839
## 5580 ASM Oceania American Samoa 4 5 2022 82
## 5581 ASM Oceania American Samoa 4 6 2022 27
## 5582 ASM Oceania American Samoa 4 7 2022 253
## 5583 ASM Oceania American Samoa 4 8 2022 0
## 5584 ASM Oceania American Samoa 4 9 2022 0
## 5585 ASM Oceania American Samoa 4 10 2022 7
## 5586 ASM Oceania American Samoa 4 11 2022 377
## 5587 ASM Oceania American Samoa 4 12 2022 32
## 5588 ASM Oceania American Samoa 4 13 2022 10
## 5589 ASM Oceania American Samoa 4 14 2022 91
## 5590 ASM Oceania American Samoa 4 15 2022 0
## 5591 ASM Oceania American Samoa 4 16 2022 0
## 5592 ASM Oceania American Samoa 4 17 2022 0
## 5593 ASM Oceania American Samoa 4 18 2022 0
## 5594 ASM Oceania American Samoa 4 19 2022 128
## 5595 ASM Oceania American Samoa 4 20 2022 0
## 5596 ASM Oceania American Samoa 4 21 2022 0
## 5597 ASM Oceania American Samoa 4 22 2022 45
## 5598 ASM Oceania American Samoa 4 23 2022 0
## 5599 ASM Oceania American Samoa 4 24 2022 0
## 5600 ASM Oceania American Samoa 4 25 2022 57
## 5601 ASM Oceania American Samoa 4 26 2022 0
## 5602 ASM Oceania American Samoa 4 27 2022 40
## 5603 ASM Oceania American Samoa 4 28 2022 12
## 5604 ASM Oceania American Samoa 4 29 2022 5
## 5605 ASM Oceania American Samoa 4 30 2022 0
## 5606 ASM Oceania American Samoa 5 1 2022 0
## 5607 ASM Oceania American Samoa 5 2 2022 35
## 5608 ASM Oceania American Samoa 5 3 2022 12
## 5609 ASM Oceania American Samoa 5 4 2022 4
## 5610 ASM Oceania American Samoa 5 5 2022 0
## 5611 ASM Oceania American Samoa 5 6 2022 50
## 5612 ASM Oceania American Samoa 5 7 2022 0
## 5613 ASM Oceania American Samoa 5 8 2022 0
## 5614 ASM Oceania American Samoa 5 9 2022 32
## 5615 ASM Oceania American Samoa 5 10 2022 14
## 5616 ASM Oceania American Samoa 5 11 2022 5
## 5617 ASM Oceania American Samoa 5 12 2022 17
## 5618 ASM Oceania American Samoa 5 13 2022 8
## 5619 ASM Oceania American Samoa 5 14 2022 0
## 5620 ASM Oceania American Samoa 5 15 2022 0
## 5621 ASM Oceania American Samoa 5 16 2022 19
## 5622 ASM Oceania American Samoa 5 17 2022 31
## 5623 ASM Oceania American Samoa 5 18 2022 16
## 5624 ASM Oceania American Samoa 5 19 2022 0
## 5625 ASM Oceania American Samoa 5 20 2022 7
## 5626 ASM Oceania American Samoa 5 21 2022 0
## 5627 ASM Oceania American Samoa 5 22 2022 0
## 5628 ASM Oceania American Samoa 5 23 2022 11
## 5629 ASM Oceania American Samoa 5 24 2022 0
## 5630 ASM Oceania American Samoa 5 25 2022 27
## 5631 ASM Oceania American Samoa 5 26 2022 5
## 5632 ASM Oceania American Samoa 5 27 2022 15
## 5633 ASM Oceania American Samoa 5 28 2022 0
## 5634 ASM Oceania American Samoa 5 29 2022 0
## 5635 ASM Oceania American Samoa 5 30 2022 15
## 5636 ASM Oceania American Samoa 5 31 2022 0
## 5637 ASM Oceania American Samoa 6 1 2022 2
## 5638 ASM Oceania American Samoa 6 2 2022 45
## 5639 ASM Oceania American Samoa 6 3 2022 0
## 5640 ASM Oceania American Samoa 6 4 2022 0
## 5641 ASM Oceania American Samoa 6 5 2022 0
## 5642 ASM Oceania American Samoa 6 6 2022 77
## 5643 ASM Oceania American Samoa 6 7 2022 0
## 5644 ASM Oceania American Samoa 6 8 2022 0
## 5645 ASM Oceania American Samoa 6 9 2022 0
## 5646 ASM Oceania American Samoa 6 10 2022 0
## 5647 ASM Oceania American Samoa 6 11 2022 0
## 5648 ASM Oceania American Samoa 6 12 2022 0
## 5649 ASM Oceania American Samoa 6 13 2022 73
## 5650 ASM Oceania American Samoa 6 14 2022 0
## 5651 ASM Oceania American Samoa 6 15 2022 0
## 5652 ASM Oceania American Samoa 6 16 2022 0
## 5653 ASM Oceania American Samoa 6 17 2022 0
## 5654 ASM Oceania American Samoa 6 18 2022 0
## 5655 ASM Oceania American Samoa 6 19 2022 0
## 5656 ASM Oceania American Samoa 6 20 2022 72
## 5657 ASM Oceania American Samoa 6 21 2022 0
## 5658 ASM Oceania American Samoa 6 22 2022 0
## 5659 ASM Oceania American Samoa 6 23 2022 0
## 5660 ASM Oceania American Samoa 6 24 2022 0
## 5661 ASM Oceania American Samoa 6 25 2022 0
## 5662 ASM Oceania American Samoa 6 26 2022 0
## 5663 ASM Oceania American Samoa 6 27 2022 91
## 5664 ASM Oceania American Samoa 6 28 2022 0
## 5665 ASM Oceania American Samoa 6 29 2022 0
## 5666 ASM Oceania American Samoa 6 30 2022 0
## 5667 ASM Oceania American Samoa 7 1 2022 0
## 5668 ASM Oceania American Samoa 7 2 2022 0
## 5669 ASM Oceania American Samoa 7 3 2022 0
## 5670 ASM Oceania American Samoa 7 4 2022 0
## 5671 ASM Oceania American Samoa 7 5 2022 0
## 5672 ASM Oceania American Samoa 7 6 2022 0
## 5673 ASM Oceania American Samoa 7 7 2022 0
## 5674 ASM Oceania American Samoa 7 8 2022 0
## 5675 ASM Oceania American Samoa 7 9 2022 0
## 5676 ASM Oceania American Samoa 7 10 2022 0
## 5677 ASM Oceania American Samoa 7 11 2022 639
## 5678 ASM Oceania American Samoa 7 12 2022 0
## 5679 ASM Oceania American Samoa 7 13 2022 0
## 5680 ASM Oceania American Samoa 7 14 2022 0
## 5681 ASM Oceania American Samoa 7 15 2022 0
## 5682 ASM Oceania American Samoa 7 16 2022 0
## 5683 ASM Oceania American Samoa 7 17 2022 324
## 5684 ASM Oceania American Samoa 7 18 2022 0
## 5685 ASM Oceania American Samoa 7 19 2022 0
## 5686 ASM Oceania American Samoa 7 20 2022 0
## 5687 ASM Oceania American Samoa 7 21 2022 0
## 5688 ASM Oceania American Samoa 7 22 2022 0
## 5689 ASM Oceania American Samoa 7 23 2022 0
## 5690 ASM Oceania American Samoa 7 24 2022 0
## 5691 ASM Oceania American Samoa 7 25 2022 298
## 5692 ASM Oceania American Samoa 7 26 2022 0
## 5693 ASM Oceania American Samoa 7 27 2022 0
## 5694 ASM Oceania American Samoa 7 28 2022 0
## 5695 ASM Oceania American Samoa 7 29 2022 0
## 5696 ASM Oceania American Samoa 7 30 2022 0
## 5697 ASM Oceania American Samoa 7 31 2022 0
## 5698 ASM Oceania American Samoa 8 1 2022 178
## 5699 ASM Oceania American Samoa 8 2 2022 0
## 5700 ASM Oceania American Samoa 8 3 2022 0
## 5701 ASM Oceania American Samoa 8 4 2022 0
## 5702 ASM Oceania American Samoa 8 5 2022 8
## 5703 ASM Oceania American Samoa 8 6 2022 0
## 5704 ASM Oceania American Samoa 8 7 2022 0
## 5705 ASM Oceania American Samoa 8 8 2022 0
## 5706 ASM Oceania American Samoa 8 9 2022 0
## 5707 ASM Oceania American Samoa 8 10 2022 8
## 5708 ASM Oceania American Samoa 8 11 2022 82
## 5709 ASM Oceania American Samoa 8 12 2022 0
## 5710 ASM Oceania American Samoa 8 13 2022 0
## 5711 ASM Oceania American Samoa 8 14 2022 0
## 5712 ASM Oceania American Samoa 8 15 2022 0
## 5713 ASM Oceania American Samoa 8 16 2022 0
## 5714 ASM Oceania American Samoa 8 17 2022 0
## 5715 ASM Oceania American Samoa 8 18 2022 0
## 5716 ASM Oceania American Samoa 8 19 2022 0
## 5717 ASM Oceania American Samoa 8 20 2022 0
## 5718 ASM Oceania American Samoa 8 21 2022 0
## 5719 ASM Oceania American Samoa 8 22 2022 126
## 5720 ASM Oceania American Samoa 8 23 2022 0
## 5721 ASM Oceania American Samoa 8 24 2022 0
## 5722 ASM Oceania American Samoa 8 25 2022 0
## 5723 ASM Oceania American Samoa 8 26 2022 0
## 5724 ASM Oceania American Samoa 8 27 2022 0
## 5725 ASM Oceania American Samoa 8 28 2022 0
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## 5730 ASM Oceania American Samoa 9 2 2022 0
## 5731 ASM Oceania American Samoa 9 3 2022 0
## 5732 ASM Oceania American Samoa 9 4 2022 0
## 5733 ASM Oceania American Samoa 9 5 2022 28
## 5734 ASM Oceania American Samoa 9 6 2022 21
## 5735 ASM Oceania American Samoa 9 7 2022 0
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## 5737 ASM Oceania American Samoa 9 9 2022 0
## 5738 ASM Oceania American Samoa 9 10 2022 0
## 5739 ASM Oceania American Samoa 9 11 2022 0
## 5740 ASM Oceania American Samoa 9 12 2022 18
## 5741 ASM Oceania American Samoa 9 13 2022 0
## 5742 ASM Oceania American Samoa 9 14 2022 0
## 5743 ASM Oceania American Samoa 9 15 2022 0
## 5744 ASM Oceania American Samoa 9 16 2022 0
## 5745 ASM Oceania American Samoa 9 17 2022 0
## 5746 ASM Oceania American Samoa 9 18 2022 0
## 5747 ASM Oceania American Samoa 9 19 2022 12
## 5748 ASM Oceania American Samoa 9 20 2022 0
## 5749 ASM Oceania American Samoa 9 21 2022 0
## 5750 ASM Oceania American Samoa 9 22 2022 0
## 5751 ASM Oceania American Samoa 9 23 2022 0
## 5752 ASM Oceania American Samoa 9 24 2022 0
## 5753 ASM Oceania American Samoa 9 25 2022 0
## 5754 ASM Oceania American Samoa 9 26 2022 3
## 5755 ASM Oceania American Samoa 9 27 2022 0
## 5756 ASM Oceania American Samoa 9 28 2022 0
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## 5759 ASM Oceania American Samoa 10 1 2022 0
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## 5761 ASM Oceania American Samoa 10 3 2022 0
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## 5764 ASM Oceania American Samoa 10 6 2022 0
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## 5766 ASM Oceania American Samoa 10 8 2022 0
## 5767 ASM Oceania American Samoa 10 9 2022 1
## 5768 ASM Oceania American Samoa 10 10 2022 0
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## 5774 ASM Oceania American Samoa 10 16 2022 2
## 5775 ASM Oceania American Samoa 10 17 2022 0
## 5776 ASM Oceania American Samoa 10 18 2022 0
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## 5779 ASM Oceania American Samoa 10 21 2022 0
## 5780 ASM Oceania American Samoa 10 22 2022 0
## 5781 ASM Oceania American Samoa 10 23 2022 4
## 5782 ASM Oceania American Samoa 10 24 2022 0
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## 5784 ASM Oceania American Samoa 10 26 2022 0
## 5785 ASM Oceania American Samoa 10 27 2022 0
## 5786 ASM Oceania American Samoa 10 28 2022 0
## 5787 ASM Oceania American Samoa 10 29 2022 0
## 5788 ASM Oceania American Samoa 10 30 2022 0
## 5789 ASM Oceania American Samoa 10 31 2022 0
## 5790 ASM Oceania American Samoa 11 1 2022 0
## 5791 ASM Oceania American Samoa 11 2 2022 0
## 5792 ASM Oceania American Samoa 11 3 2022 0
## 5793 ASM Oceania American Samoa 11 4 2022 0
## 5794 ASM Oceania American Samoa 11 5 2022 0
## 5795 ASM Oceania American Samoa 11 6 2022 3
## 5796 ASM Oceania American Samoa 11 7 2022 2
## 5797 ASM Oceania American Samoa 11 8 2022 0
## 5798 ASM Oceania American Samoa 11 9 2022 0
## 5799 ASM Oceania American Samoa 11 10 2022 0
## 5800 ASM Oceania American Samoa 11 11 2022 0
## 5801 ASM Oceania American Samoa 11 12 2022 0
## 5802 ASM Oceania American Samoa 11 13 2022 0
## 5803 ASM Oceania American Samoa 11 14 2022 0
## 5804 ASM Oceania American Samoa 11 15 2022 0
## 5805 ASM Oceania American Samoa 11 16 2022 1
## 5806 ASM Oceania American Samoa 11 17 2022 0
## 5807 ASM Oceania American Samoa 11 18 2022 0
## 5808 ASM Oceania American Samoa 11 19 2022 0
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## 5810 ASM Oceania American Samoa 11 21 2022 0
## 5811 ASM Oceania American Samoa 11 22 2022 0
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## 5831 ASM Oceania American Samoa 12 12 2022 0
## 5832 ASM Oceania American Samoa 12 13 2022 0
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## 5835 ASM Oceania American Samoa 12 16 2022 0
## 5836 ASM Oceania American Samoa 12 17 2022 0
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## 5838 ASM Oceania American Samoa 12 19 2022 0
## 5839 ASM Oceania American Samoa 12 20 2022 0
## 5840 ASM Oceania American Samoa 12 21 2022 0
## 5841 ASM Oceania American Samoa 12 22 2022 0
## 5842 ASM Oceania American Samoa 12 23 2022 0
## 5843 ASM Oceania American Samoa 12 24 2022 0
## 5844 ASM Oceania American Samoa 12 25 2022 19
## 5845 ASM Oceania American Samoa 12 26 2022 0
## 5846 ASM Oceania American Samoa 12 27 2022 0
## 5847 ASM Oceania American Samoa 12 28 2022 0
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## 5858 ASM Oceania American Samoa 1 8 2023 7
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## 5872 ASM Oceania American Samoa 1 22 2023 3
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## 9823 ATG North America Antigua and Barbuda 11 8 2020 0
## 9824 ATG North America Antigua and Barbuda 11 9 2020 1
## 9825 ATG North America Antigua and Barbuda 11 10 2020 0
## 9826 ATG North America Antigua and Barbuda 11 11 2020 0
## 9827 ATG North America Antigua and Barbuda 11 12 2020 0
## 9828 ATG North America Antigua and Barbuda 11 13 2020 0
## 9829 ATG North America Antigua and Barbuda 11 14 2020 2
## 9830 ATG North America Antigua and Barbuda 11 15 2020 0
## 9831 ATG North America Antigua and Barbuda 11 16 2020 1
## 9832 ATG North America Antigua and Barbuda 11 17 2020 0
## 9833 ATG North America Antigua and Barbuda 11 18 2020 0
## 9834 ATG North America Antigua and Barbuda 11 19 2020 4
## 9835 ATG North America Antigua and Barbuda 11 20 2020 1
## 9836 ATG North America Antigua and Barbuda 11 21 2020 0
## 9837 ATG North America Antigua and Barbuda 11 22 2020 0
## 9838 ATG North America Antigua and Barbuda 11 23 2020 0
## 9839 ATG North America Antigua and Barbuda 11 24 2020 0
## 9840 ATG North America Antigua and Barbuda 11 25 2020 0
## 9841 ATG North America Antigua and Barbuda 11 26 2020 1
## 9842 ATG North America Antigua and Barbuda 11 27 2020 0
## 9843 ATG North America Antigua and Barbuda 11 28 2020 1
## 9844 ATG North America Antigua and Barbuda 11 29 2020 0
## 9845 ATG North America Antigua and Barbuda 11 30 2020 0
## 9846 ATG North America Antigua and Barbuda 12 1 2020 0
## 9847 ATG North America Antigua and Barbuda 12 2 2020 0
## 9848 ATG North America Antigua and Barbuda 12 3 2020 1
## 9849 ATG North America Antigua and Barbuda 12 4 2020 2
## 9850 ATG North America Antigua and Barbuda 12 5 2020 0
## 9851 ATG North America Antigua and Barbuda 12 6 2020 0
## 9852 ATG North America Antigua and Barbuda 12 7 2020 0
## 9853 ATG North America Antigua and Barbuda 12 8 2020 2
## 9854 ATG North America Antigua and Barbuda 12 9 2020 0
## 9855 ATG North America Antigua and Barbuda 12 10 2020 0
## 9856 ATG North America Antigua and Barbuda 12 11 2020 0
## 9857 ATG North America Antigua and Barbuda 12 12 2020 1
## 9858 ATG North America Antigua and Barbuda 12 13 2020 0
## 9859 ATG North America Antigua and Barbuda 12 14 2020 1
## 9860 ATG North America Antigua and Barbuda 12 15 2020 0
## 9861 ATG North America Antigua and Barbuda 12 16 2020 0
## 9862 ATG North America Antigua and Barbuda 12 17 2020 3
## 9863 ATG North America Antigua and Barbuda 12 18 2020 0
## 9864 ATG North America Antigua and Barbuda 12 19 2020 0
## 9865 ATG North America Antigua and Barbuda 12 20 2020 1
## 9866 ATG North America Antigua and Barbuda 12 21 2020 0
## 9867 ATG North America Antigua and Barbuda 12 22 2020 1
## 9868 ATG North America Antigua and Barbuda 12 23 2020 0
## 9869 ATG North America Antigua and Barbuda 12 24 2020 0
## 9870 ATG North America Antigua and Barbuda 12 25 2020 1
## 9871 ATG North America Antigua and Barbuda 12 26 2020 0
## 9872 ATG North America Antigua and Barbuda 12 27 2020 1
## 9873 ATG North America Antigua and Barbuda 12 28 2020 0
## 9874 ATG North America Antigua and Barbuda 12 29 2020 0
## 9875 ATG North America Antigua and Barbuda 12 30 2020 3
## 9876 ATG North America Antigua and Barbuda 12 31 2020 0
## 9877 ATG North America Antigua and Barbuda 1 1 2021 1
## 9878 ATG North America Antigua and Barbuda 1 2 2021 0
## 9879 ATG North America Antigua and Barbuda 1 3 2021 0
## 9880 ATG North America Antigua and Barbuda 1 4 2021 0
## 9881 ATG North America Antigua and Barbuda 1 5 2021 1
## 9882 ATG North America Antigua and Barbuda 1 6 2021 0
## 9883 ATG North America Antigua and Barbuda 1 7 2021 0
## 9884 ATG North America Antigua and Barbuda 1 8 2021 3
## 9885 ATG North America Antigua and Barbuda 1 9 2021 4
## 9886 ATG North America Antigua and Barbuda 1 10 2021 2
## 9887 ATG North America Antigua and Barbuda 1 11 2021 7
## 9888 ATG North America Antigua and Barbuda 1 12 2021 0
## 9889 ATG North America Antigua and Barbuda 1 13 2021 0
## 9890 ATG North America Antigua and Barbuda 1 14 2021 0
## 9891 ATG North America Antigua and Barbuda 1 15 2021 8
## 9892 ATG North America Antigua and Barbuda 1 16 2021 0
## 9893 ATG North America Antigua and Barbuda 1 17 2021 3
## 9894 ATG North America Antigua and Barbuda 1 18 2021 0
## 9895 ATG North America Antigua and Barbuda 1 19 2021 2
## 9896 ATG North America Antigua and Barbuda 1 20 2021 1
## 9897 ATG North America Antigua and Barbuda 1 21 2021 0
## 9898 ATG North America Antigua and Barbuda 1 22 2021 0
## 9899 ATG North America Antigua and Barbuda 1 23 2021 2
## 9900 ATG North America Antigua and Barbuda 1 24 2021 3
## 9901 ATG North America Antigua and Barbuda 1 25 2021 0
## 9902 ATG North America Antigua and Barbuda 1 26 2021 6
## 9903 ATG North America Antigua and Barbuda 1 27 2021 0
## 9904 ATG North America Antigua and Barbuda 1 28 2021 0
## 9905 ATG North America Antigua and Barbuda 1 29 2021 14
## 9906 ATG North America Antigua and Barbuda 1 30 2021 3
## 9907 ATG North America Antigua and Barbuda 1 31 2021 0
## 9908 ATG North America Antigua and Barbuda 2 1 2021 2
## 9909 ATG North America Antigua and Barbuda 2 2 2021 14
## 9910 ATG North America Antigua and Barbuda 2 3 2021 0
## 9911 ATG North America Antigua and Barbuda 2 4 2021 15
## 9912 ATG North America Antigua and Barbuda 2 5 2021 19
## 9913 ATG North America Antigua and Barbuda 2 6 2021 9
## 9914 ATG North America Antigua and Barbuda 2 7 2021 0
## 9915 ATG North America Antigua and Barbuda 2 8 2021 22
## 9916 ATG North America Antigua and Barbuda 2 9 2021 17
## 9917 ATG North America Antigua and Barbuda 2 10 2021 0
## 9918 ATG North America Antigua and Barbuda 2 11 2021 34
## 9919 ATG North America Antigua and Barbuda 2 12 2021 31
## 9920 ATG North America Antigua and Barbuda 2 13 2021 0
## 9921 ATG North America Antigua and Barbuda 2 14 2021 46
## 9922 ATG North America Antigua and Barbuda 2 15 2021 0
## 9923 ATG North America Antigua and Barbuda 2 16 2021 0
## 9924 ATG North America Antigua and Barbuda 2 17 2021 16
## 9925 ATG North America Antigua and Barbuda 2 18 2021 43
## 9926 ATG North America Antigua and Barbuda 2 19 2021 39
## 9927 ATG North America Antigua and Barbuda 2 20 2021 23
## 9928 ATG North America Antigua and Barbuda 2 21 2021 50
## 9929 ATG North America Antigua and Barbuda 2 22 2021 0
## 9930 ATG North America Antigua and Barbuda 2 23 2021 16
## 9931 ATG North America Antigua and Barbuda 2 24 2021 0
## 9932 ATG North America Antigua and Barbuda 2 25 2021 22
## 9933 ATG North America Antigua and Barbuda 2 26 2021 10
## 9934 ATG North America Antigua and Barbuda 2 27 2021 55
## 9935 ATG North America Antigua and Barbuda 2 28 2021 25
## 9936 ATG North America Antigua and Barbuda 3 1 2021 0
## 9937 ATG North America Antigua and Barbuda 3 2 2021 43
## 9938 ATG North America Antigua and Barbuda 3 3 2021 0
## 9939 ATG North America Antigua and Barbuda 3 4 2021 0
## 9940 ATG North America Antigua and Barbuda 3 5 2021 0
## 9941 ATG North America Antigua and Barbuda 3 6 2021 44
## 9942 ATG North America Antigua and Barbuda 3 7 2021 0
## 9943 ATG North America Antigua and Barbuda 3 8 2021 19
## 9944 ATG North America Antigua and Barbuda 3 9 2021 16
## 9945 ATG North America Antigua and Barbuda 3 10 2021 14
## 9946 ATG North America Antigua and Barbuda 3 11 2021 0
## 9947 ATG North America Antigua and Barbuda 3 12 2021 20
## 9948 ATG North America Antigua and Barbuda 3 13 2021 63
## 9949 ATG North America Antigua and Barbuda 3 14 2021 17
## 9950 ATG North America Antigua and Barbuda 3 15 2021 1
## 9951 ATG North America Antigua and Barbuda 3 16 2021 0
## 9952 ATG North America Antigua and Barbuda 3 17 2021 20
## 9953 ATG North America Antigua and Barbuda 3 18 2021 9
## 9954 ATG North America Antigua and Barbuda 3 19 2021 16
## 9955 ATG North America Antigua and Barbuda 3 20 2021 3
## 9956 ATG North America Antigua and Barbuda 3 21 2021 22
## 9957 ATG North America Antigua and Barbuda 3 22 2021 0
## 9958 ATG North America Antigua and Barbuda 3 23 2021 0
## 9959 ATG North America Antigua and Barbuda 3 24 2021 39
## 9960 ATG North America Antigua and Barbuda 3 25 2021 8
## 9961 ATG North America Antigua and Barbuda 3 26 2021 20
## 9962 ATG North America Antigua and Barbuda 3 27 2021 3
## 9963 ATG North America Antigua and Barbuda 3 28 2021 19
## 9964 ATG North America Antigua and Barbuda 3 29 2021 6
## 9965 ATG North America Antigua and Barbuda 3 30 2021 8
## 9966 ATG North America Antigua and Barbuda 3 31 2021 0
## 9967 ATG North America Antigua and Barbuda 4 1 2021 0
## 9968 ATG North America Antigua and Barbuda 4 2 2021 11
## 9969 ATG North America Antigua and Barbuda 4 3 2021 5
## 9970 ATG North America Antigua and Barbuda 4 4 2021 18
## 9971 ATG North America Antigua and Barbuda 4 5 2021 0
## 9972 ATG North America Antigua and Barbuda 4 6 2021 0
## 9973 ATG North America Antigua and Barbuda 4 7 2021 3
## 9974 ATG North America Antigua and Barbuda 4 8 2021 0
## 9975 ATG North America Antigua and Barbuda 4 9 2021 4
## 9976 ATG North America Antigua and Barbuda 4 10 2021 3
## 9977 ATG North America Antigua and Barbuda 4 11 2021 2
## 9978 ATG North America Antigua and Barbuda 4 12 2021 15
## 9979 ATG North America Antigua and Barbuda 4 13 2021 1
## 9980 ATG North America Antigua and Barbuda 4 14 2021 3
## 9981 ATG North America Antigua and Barbuda 4 15 2021 0
## 9982 ATG North America Antigua and Barbuda 4 16 2021 8
## 9983 ATG North America Antigua and Barbuda 4 17 2021 4
## 9984 ATG North America Antigua and Barbuda 4 18 2021 0
## 9985 ATG North America Antigua and Barbuda 4 19 2021 3
## 9986 ATG North America Antigua and Barbuda 4 20 2021 1
## 9987 ATG North America Antigua and Barbuda 4 21 2021 0
## 9988 ATG North America Antigua and Barbuda 4 22 2021 0
## 9989 ATG North America Antigua and Barbuda 4 23 2021 0
## 9990 ATG North America Antigua and Barbuda 4 24 2021 5
## 9991 ATG North America Antigua and Barbuda 4 25 2021 5
## 9992 ATG North America Antigua and Barbuda 4 26 2021 5
## 9993 ATG North America Antigua and Barbuda 4 27 2021 0
## 9994 ATG North America Antigua and Barbuda 4 28 2021 0
## 9995 ATG North America Antigua and Barbuda 4 29 2021 0
## 9996 ATG North America Antigua and Barbuda 4 30 2021 NA
## 9997 ATG North America Antigua and Barbuda 5 1 2021 3
## 9998 ATG North America Antigua and Barbuda 5 2 2021 2
## 9999 ATG North America Antigua and Barbuda 5 3 2021 0
## 10000 ATG North America Antigua and Barbuda 5 4 2021 0
## 10001 ATG North America Antigua and Barbuda 5 5 2021 0
## 10002 ATG North America Antigua and Barbuda 5 6 2021 2
## 10003 ATG North America Antigua and Barbuda 5 7 2021 0
## 10004 ATG North America Antigua and Barbuda 5 8 2021 5
## 10005 ATG North America Antigua and Barbuda 5 9 2021 1
## 10006 ATG North America Antigua and Barbuda 5 10 2021 1
## 10007 ATG North America Antigua and Barbuda 5 11 2021 0
## 10008 ATG North America Antigua and Barbuda 5 12 2021 0
## 10009 ATG North America Antigua and Barbuda 5 13 2021 2
## 10010 ATG North America Antigua and Barbuda 5 14 2021 1
## 10011 ATG North America Antigua and Barbuda 5 15 2021 10
## 10012 ATG North America Antigua and Barbuda 5 16 2021 0
## 10013 ATG North America Antigua and Barbuda 5 17 2021 0
## 10014 ATG North America Antigua and Barbuda 5 18 2021 0
## 10015 ATG North America Antigua and Barbuda 5 19 2021 0
## 10016 ATG North America Antigua and Barbuda 5 20 2021 4
## 10017 ATG North America Antigua and Barbuda 5 21 2021 0
## 10018 ATG North America Antigua and Barbuda 5 22 2021 0
## 10019 ATG North America Antigua and Barbuda 5 23 2021 0
## 10020 ATG North America Antigua and Barbuda 5 24 2021 3
## 10021 ATG North America Antigua and Barbuda 5 25 2021 0
## 10022 ATG North America Antigua and Barbuda 5 26 2021 0
## 10023 ATG North America Antigua and Barbuda 5 27 2021 0
## 10024 ATG North America Antigua and Barbuda 5 28 2021 0
## 10025 ATG North America Antigua and Barbuda 5 29 2021 1
## 10026 ATG North America Antigua and Barbuda 5 30 2021 0
## 10027 ATG North America Antigua and Barbuda 5 31 2021 1
## 10028 ATG North America Antigua and Barbuda 6 1 2021 0
## 10029 ATG North America Antigua and Barbuda 6 2 2021 0
## 10030 ATG North America Antigua and Barbuda 6 3 2021 2
## 10031 ATG North America Antigua and Barbuda 6 4 2021 0
## 10032 ATG North America Antigua and Barbuda 6 5 2021 0
## 10033 ATG North America Antigua and Barbuda 6 6 2021 1
## 10034 ATG North America Antigua and Barbuda 6 7 2021 0
## 10035 ATG North America Antigua and Barbuda 6 8 2021 0
## 10036 ATG North America Antigua and Barbuda 6 9 2021 0
## 10037 ATG North America Antigua and Barbuda 6 10 2021 0
## 10038 ATG North America Antigua and Barbuda 6 11 2021 0
## 10039 ATG North America Antigua and Barbuda 6 12 2021 0
## 10040 ATG North America Antigua and Barbuda 6 13 2021 0
## 10041 ATG North America Antigua and Barbuda 6 14 2021 0
## 10042 ATG North America Antigua and Barbuda 6 15 2021 0
## 10043 ATG North America Antigua and Barbuda 6 16 2021 0
## 10044 ATG North America Antigua and Barbuda 6 17 2021 0
## 10045 ATG North America Antigua and Barbuda 6 18 2021 0
## 10046 ATG North America Antigua and Barbuda 6 19 2021 0
## 10047 ATG North America Antigua and Barbuda 6 20 2021 0
## 10048 ATG North America Antigua and Barbuda 6 21 2021 0
## 10049 ATG North America Antigua and Barbuda 6 22 2021 0
## 10050 ATG North America Antigua and Barbuda 6 23 2021 0
## 10051 ATG North America Antigua and Barbuda 6 24 2021 0
## 10052 ATG North America Antigua and Barbuda 6 25 2021 0
## 10053 ATG North America Antigua and Barbuda 6 26 2021 0
## 10054 ATG North America Antigua and Barbuda 6 27 2021 0
## 10055 ATG North America Antigua and Barbuda 6 28 2021 0
## 10056 ATG North America Antigua and Barbuda 6 29 2021 0
## 10057 ATG North America Antigua and Barbuda 6 30 2021 0
## 10058 ATG North America Antigua and Barbuda 7 1 2021 0
## 10059 ATG North America Antigua and Barbuda 7 2 2021 1
## 10060 ATG North America Antigua and Barbuda 7 3 2021 0
## 10061 ATG North America Antigua and Barbuda 7 4 2021 0
## 10062 ATG North America Antigua and Barbuda 7 5 2021 0
## 10063 ATG North America Antigua and Barbuda 7 6 2021 0
## 10064 ATG North America Antigua and Barbuda 7 7 2021 1
## 10065 ATG North America Antigua and Barbuda 7 8 2021 0
## 10066 ATG North America Antigua and Barbuda 7 9 2021 0
## 10067 ATG North America Antigua and Barbuda 7 10 2021 1
## 10068 ATG North America Antigua and Barbuda 7 11 2021 0
## 10069 ATG North America Antigua and Barbuda 7 12 2021 0
## 10070 ATG North America Antigua and Barbuda 7 13 2021 0
## 10071 ATG North America Antigua and Barbuda 7 14 2021 0
## 10072 ATG North America Antigua and Barbuda 7 15 2021 0
## 10073 ATG North America Antigua and Barbuda 7 16 2021 1
## 10074 ATG North America Antigua and Barbuda 7 17 2021 1
## 10075 ATG North America Antigua and Barbuda 7 18 2021 0
## 10076 ATG North America Antigua and Barbuda 7 19 2021 0
## 10077 ATG North America Antigua and Barbuda 7 20 2021 0
## 10078 ATG North America Antigua and Barbuda 7 21 2021 7
## 10079 ATG North America Antigua and Barbuda 7 22 2021 0
## 10080 ATG North America Antigua and Barbuda 7 23 2021 2
## 10081 ATG North America Antigua and Barbuda 7 24 2021 1
## 10082 ATG North America Antigua and Barbuda 7 25 2021 2
## 10083 ATG North America Antigua and Barbuda 7 26 2021 0
## 10084 ATG North America Antigua and Barbuda 7 27 2021 0
## 10085 ATG North America Antigua and Barbuda 7 28 2021 8
## 10086 ATG North America Antigua and Barbuda 7 29 2021 0
## 10087 ATG North America Antigua and Barbuda 7 30 2021 7
## 10088 ATG North America Antigua and Barbuda 7 31 2021 8
## 10089 ATG North America Antigua and Barbuda 8 1 2021 0
## 10090 ATG North America Antigua and Barbuda 8 2 2021 0
## 10091 ATG North America Antigua and Barbuda 8 3 2021 0
## 10092 ATG North America Antigua and Barbuda 8 4 2021 0
## 10093 ATG North America Antigua and Barbuda 8 5 2021 8
## 10094 ATG North America Antigua and Barbuda 8 6 2021 0
## 10095 ATG North America Antigua and Barbuda 8 7 2021 9
## 10096 ATG North America Antigua and Barbuda 8 8 2021 8
## 10097 ATG North America Antigua and Barbuda 8 9 2021 10
## 10098 ATG North America Antigua and Barbuda 8 10 2021 10
## 10099 ATG North America Antigua and Barbuda 8 11 2021 0
## 10100 ATG North America Antigua and Barbuda 8 12 2021 0
## 10101 ATG North America Antigua and Barbuda 8 13 2021 24
## 10102 ATG North America Antigua and Barbuda 8 14 2021 0
## 10103 ATG North America Antigua and Barbuda 8 15 2021 0
## 10104 ATG North America Antigua and Barbuda 8 16 2021 0
## 10105 ATG North America Antigua and Barbuda 8 17 2021 25
## 10106 ATG North America Antigua and Barbuda 8 18 2021 0
## 10107 ATG North America Antigua and Barbuda 8 19 2021 24
## 10108 ATG North America Antigua and Barbuda 8 20 2021 0
## 10109 ATG North America Antigua and Barbuda 8 21 2021 26
## 10110 ATG North America Antigua and Barbuda 8 22 2021 43
## 10111 ATG North America Antigua and Barbuda 8 23 2021 0
## 10112 ATG North America Antigua and Barbuda 8 24 2021 0
## 10113 ATG North America Antigua and Barbuda 8 25 2021 50
## 10114 ATG North America Antigua and Barbuda 8 26 2021 0
## 10115 ATG North America Antigua and Barbuda 8 27 2021 58
## 10116 ATG North America Antigua and Barbuda 8 28 2021 0
## 10117 ATG North America Antigua and Barbuda 8 29 2021 40
## 10118 ATG North America Antigua and Barbuda 8 30 2021 75
## 10119 ATG North America Antigua and Barbuda 8 31 2021 0
## 10120 ATG North America Antigua and Barbuda 9 1 2021 2
## 10121 ATG North America Antigua and Barbuda 9 2 2021 4
## 10122 ATG North America Antigua and Barbuda 9 3 2021 23
## 10123 ATG North America Antigua and Barbuda 9 4 2021 8
## 10124 ATG North America Antigua and Barbuda 9 5 2021 9
## 10125 ATG North America Antigua and Barbuda 9 6 2021 111
## 10126 ATG North America Antigua and Barbuda 9 7 2021 0
## 10127 ATG North America Antigua and Barbuda 9 8 2021 90
## 10128 ATG North America Antigua and Barbuda 9 9 2021 14
## 10129 ATG North America Antigua and Barbuda 9 10 2021 0
## 10130 ATG North America Antigua and Barbuda 9 11 2021 85
## 10131 ATG North America Antigua and Barbuda 9 12 2021 94
## 10132 ATG North America Antigua and Barbuda 9 13 2021 13
## 10133 ATG North America Antigua and Barbuda 9 14 2021 131
## 10134 ATG North America Antigua and Barbuda 9 15 2021 0
## 10135 ATG North America Antigua and Barbuda 9 16 2021 7
## 10136 ATG North America Antigua and Barbuda 9 17 2021 0
## 10137 ATG North America Antigua and Barbuda 9 18 2021 159
## 10138 ATG North America Antigua and Barbuda 9 19 2021 140
## 10139 ATG North America Antigua and Barbuda 9 20 2021 0
## 10140 ATG North America Antigua and Barbuda 9 21 2021 0
## 10141 ATG North America Antigua and Barbuda 9 22 2021 0
## 10142 ATG North America Antigua and Barbuda 9 23 2021 0
## 10143 ATG North America Antigua and Barbuda 9 24 2021 22
## 10144 ATG North America Antigua and Barbuda 9 25 2021 190
## 10145 ATG North America Antigua and Barbuda 9 26 2021 87
## 10146 ATG North America Antigua and Barbuda 9 27 2021 21
## 10147 ATG North America Antigua and Barbuda 9 28 2021 0
## 10148 ATG North America Antigua and Barbuda 9 29 2021 237
## 10149 ATG North America Antigua and Barbuda 9 30 2021 0
## 10150 ATG North America Antigua and Barbuda 10 1 2021 71
## 10151 ATG North America Antigua and Barbuda 10 2 2021 105
## 10152 ATG North America Antigua and Barbuda 10 3 2021 67
## 10153 ATG North America Antigua and Barbuda 10 4 2021 100
## 10154 ATG North America Antigua and Barbuda 10 5 2021 0
## 10155 ATG North America Antigua and Barbuda 10 6 2021 0
## 10156 ATG North America Antigua and Barbuda 10 7 2021 15
## 10157 ATG North America Antigua and Barbuda 10 8 2021 63
## 10158 ATG North America Antigua and Barbuda 10 9 2021 82
## 10159 ATG North America Antigua and Barbuda 10 10 2021 75
## 10160 ATG North America Antigua and Barbuda 10 11 2021 12
## 10161 ATG North America Antigua and Barbuda 10 12 2021 0
## 10162 ATG North America Antigua and Barbuda 10 13 2021 22
## 10163 ATG North America Antigua and Barbuda 10 14 2021 0
## 10164 ATG North America Antigua and Barbuda 10 15 2021 58
## 10165 ATG North America Antigua and Barbuda 10 16 2021 0
## 10166 ATG North America Antigua and Barbuda 10 17 2021 58
## 10167 ATG North America Antigua and Barbuda 10 18 2021 0
## 10168 ATG North America Antigua and Barbuda 10 19 2021 30
## 10169 ATG North America Antigua and Barbuda 10 20 2021 0
## 10170 ATG North America Antigua and Barbuda 10 21 2021 21
## 10171 ATG North America Antigua and Barbuda 10 22 2021 45
## 10172 ATG North America Antigua and Barbuda 10 23 2021 10
## 10173 ATG North America Antigua and Barbuda 10 24 2021 16
## 10174 ATG North America Antigua and Barbuda 10 25 2021 9
## 10175 ATG North America Antigua and Barbuda 10 26 2021 12
## 10176 ATG North America Antigua and Barbuda 10 27 2021 0
## 10177 ATG North America Antigua and Barbuda 10 28 2021 0
## 10178 ATG North America Antigua and Barbuda 10 29 2021 5
## 10179 ATG North America Antigua and Barbuda 10 30 2021 4
## 10180 ATG North America Antigua and Barbuda 10 31 2021 0
## 10181 ATG North America Antigua and Barbuda 11 1 2021 18
## 10182 ATG North America Antigua and Barbuda 11 2 2021 4
## 10183 ATG North America Antigua and Barbuda 11 3 2021 7
## 10184 ATG North America Antigua and Barbuda 11 4 2021 0
## 10185 ATG North America Antigua and Barbuda 11 5 2021 3
## 10186 ATG North America Antigua and Barbuda 11 6 2021 0
## 10187 ATG North America Antigua and Barbuda 11 7 2021 6
## 10188 ATG North America Antigua and Barbuda 11 8 2021 13
## 10189 ATG North America Antigua and Barbuda 11 9 2021 0
## 10190 ATG North America Antigua and Barbuda 11 10 2021 0
## 10191 ATG North America Antigua and Barbuda 11 11 2021 5
## 10192 ATG North America Antigua and Barbuda 11 12 2021 6
## 10193 ATG North America Antigua and Barbuda 11 13 2021 0
## 10194 ATG North America Antigua and Barbuda 11 14 2021 16
## 10195 ATG North America Antigua and Barbuda 11 15 2021 0
## 10196 ATG North America Antigua and Barbuda 11 16 2021 0
## 10197 ATG North America Antigua and Barbuda 11 17 2021 4
## 10198 ATG North America Antigua and Barbuda 11 18 2021 7
## 10199 ATG North America Antigua and Barbuda 11 19 2021 0
## 10200 ATG North America Antigua and Barbuda 11 20 2021 2
## 10201 ATG North America Antigua and Barbuda 11 21 2021 2
## 10202 ATG North America Antigua and Barbuda 11 22 2021 2
## 10203 ATG North America Antigua and Barbuda 11 23 2021 0
## 10204 ATG North America Antigua and Barbuda 11 24 2021 1
## 10205 ATG North America Antigua and Barbuda 11 25 2021 2
## 10206 ATG North America Antigua and Barbuda 11 26 2021 1
## 10207 ATG North America Antigua and Barbuda 11 27 2021 2
## 10208 ATG North America Antigua and Barbuda 11 28 2021 0
## 10209 ATG North America Antigua and Barbuda 11 29 2021 0
## 10210 ATG North America Antigua and Barbuda 11 30 2021 0
## 10211 ATG North America Antigua and Barbuda 12 1 2021 0
## 10212 ATG North America Antigua and Barbuda 12 2 2021 0
## 10213 ATG North America Antigua and Barbuda 12 3 2021 0
## 10214 ATG North America Antigua and Barbuda 12 4 2021 5
## 10215 ATG North America Antigua and Barbuda 12 5 2021 1
## 10216 ATG North America Antigua and Barbuda 12 6 2021 0
## 10217 ATG North America Antigua and Barbuda 12 7 2021 1
## 10218 ATG North America Antigua and Barbuda 12 8 2021 0
## 10219 ATG North America Antigua and Barbuda 12 9 2021 3
## 10220 ATG North America Antigua and Barbuda 12 10 2021 0
## 10221 ATG North America Antigua and Barbuda 12 11 2021 0
## 10222 ATG North America Antigua and Barbuda 12 12 2021 8
## 10223 ATG North America Antigua and Barbuda 12 13 2021 3
## 10224 ATG North America Antigua and Barbuda 12 14 2021 0
## 10225 ATG North America Antigua and Barbuda 12 15 2021 15
## 10226 ATG North America Antigua and Barbuda 12 16 2021 0
## 10227 ATG North America Antigua and Barbuda 12 17 2021 1
## 10228 ATG North America Antigua and Barbuda 12 18 2021 8
## 10229 ATG North America Antigua and Barbuda 12 19 2021 12
## 10230 ATG North America Antigua and Barbuda 12 20 2021 0
## 10231 ATG North America Antigua and Barbuda 12 21 2021 0
## 10232 ATG North America Antigua and Barbuda 12 22 2021 3
## 10233 ATG North America Antigua and Barbuda 12 23 2021 4
## 10234 ATG North America Antigua and Barbuda 12 24 2021 11
## 10235 ATG North America Antigua and Barbuda 12 25 2021 0
## 10236 ATG North America Antigua and Barbuda 12 26 2021 13
## 10237 ATG North America Antigua and Barbuda 12 27 2021 7
## 10238 ATG North America Antigua and Barbuda 12 28 2021 23
## 10239 ATG North America Antigua and Barbuda 12 29 2021 24
## 10240 ATG North America Antigua and Barbuda 12 30 2021 12
## 10241 ATG North America Antigua and Barbuda 12 31 2021 0
## 10242 ATG North America Antigua and Barbuda 1 1 2022 67
## 10243 ATG North America Antigua and Barbuda 1 2 2022 49
## 10244 ATG North America Antigua and Barbuda 1 3 2022 75
## 10245 ATG North America Antigua and Barbuda 1 4 2022 10
## 10246 ATG North America Antigua and Barbuda 1 5 2022 122
## 10247 ATG North America Antigua and Barbuda 1 6 2022 54
## 10248 ATG North America Antigua and Barbuda 1 7 2022 43
## 10249 ATG North America Antigua and Barbuda 1 8 2022 0
## 10250 ATG North America Antigua and Barbuda 1 9 2022 129
## 10251 ATG North America Antigua and Barbuda 1 10 2022 214
## 10252 ATG North America Antigua and Barbuda 1 11 2022 0
## 10253 ATG North America Antigua and Barbuda 1 12 2022 0
## 10254 ATG North America Antigua and Barbuda 1 13 2022 111
## 10255 ATG North America Antigua and Barbuda 1 14 2022 45
## 10256 ATG North America Antigua and Barbuda 1 15 2022 32
## 10257 ATG North America Antigua and Barbuda 1 16 2022 75
## 10258 ATG North America Antigua and Barbuda 1 17 2022 0
## 10259 ATG North America Antigua and Barbuda 1 18 2022 0
## 10260 ATG North America Antigua and Barbuda 1 19 2022 25
## 10261 ATG North America Antigua and Barbuda 1 20 2022 0
## 10262 ATG North America Antigua and Barbuda 1 21 2022 395
## 10263 ATG North America Antigua and Barbuda 1 22 2022 74
## 10264 ATG North America Antigua and Barbuda 1 23 2022 116
## 10265 ATG North America Antigua and Barbuda 1 24 2022 0
## 10266 ATG North America Antigua and Barbuda 1 25 2022 0
## 10267 ATG North America Antigua and Barbuda 1 26 2022 92
## 10268 ATG North America Antigua and Barbuda 1 27 2022 0
## 10269 ATG North America Antigua and Barbuda 1 28 2022 419
## 10270 ATG North America Antigua and Barbuda 1 29 2022 82
## 10271 ATG North America Antigua and Barbuda 1 30 2022 34
## 10272 ATG North America Antigua and Barbuda 1 31 2022 0
## 10273 ATG North America Antigua and Barbuda 2 1 2022 69
## 10274 ATG North America Antigua and Barbuda 2 2 2022 0
## 10275 ATG North America Antigua and Barbuda 2 3 2022 105
## 10276 ATG North America Antigua and Barbuda 2 4 2022 0
## 10277 ATG North America Antigua and Barbuda 2 5 2022 0
## 10278 ATG North America Antigua and Barbuda 2 6 2022 0
## 10279 ATG North America Antigua and Barbuda 2 7 2022 0
## 10280 ATG North America Antigua and Barbuda 2 8 2022 121
## 10281 ATG North America Antigua and Barbuda 2 9 2022 0
## 10282 ATG North America Antigua and Barbuda 2 10 2022 0
## 10283 ATG North America Antigua and Barbuda 2 11 2022 468
## 10284 ATG North America Antigua and Barbuda 2 12 2022 10
## 10285 ATG North America Antigua and Barbuda 2 13 2022 0
## 10286 ATG North America Antigua and Barbuda 2 14 2022 0
## 10287 ATG North America Antigua and Barbuda 2 15 2022 0
## 10288 ATG North America Antigua and Barbuda 2 16 2022 11
## 10289 ATG North America Antigua and Barbuda 2 17 2022 0
## 10290 ATG North America Antigua and Barbuda 2 18 2022 53
## 10291 ATG North America Antigua and Barbuda 2 19 2022 5
## 10292 ATG North America Antigua and Barbuda 2 20 2022 8
## 10293 ATG North America Antigua and Barbuda 2 21 2022 0
## 10294 ATG North America Antigua and Barbuda 2 22 2022 0
## 10295 ATG North America Antigua and Barbuda 2 23 2022 0
## 10296 ATG North America Antigua and Barbuda 2 24 2022 21
## 10297 ATG North America Antigua and Barbuda 2 25 2022 6
## 10298 ATG North America Antigua and Barbuda 2 26 2022 2
## 10299 ATG North America Antigua and Barbuda 2 27 2022 0
## 10300 ATG North America Antigua and Barbuda 2 28 2022 0
## 10301 ATG North America Antigua and Barbuda 3 1 2022 0
## 10302 ATG North America Antigua and Barbuda 3 2 2022 10
## 10303 ATG North America Antigua and Barbuda 3 3 2022 0
## 10304 ATG North America Antigua and Barbuda 3 4 2022 2
## 10305 ATG North America Antigua and Barbuda 3 5 2022 0
## 10306 ATG North America Antigua and Barbuda 3 6 2022 6
## 10307 ATG North America Antigua and Barbuda 3 7 2022 0
## 10308 ATG North America Antigua and Barbuda 3 8 2022 0
## 10309 ATG North America Antigua and Barbuda 3 9 2022 0
## 10310 ATG North America Antigua and Barbuda 3 10 2022 6
## 10311 ATG North America Antigua and Barbuda 3 11 2022 0
## 10312 ATG North America Antigua and Barbuda 3 12 2022 0
## 10313 ATG North America Antigua and Barbuda 3 13 2022 5
## 10314 ATG North America Antigua and Barbuda 3 14 2022 0
## 10315 ATG North America Antigua and Barbuda 3 15 2022 0
## 10316 ATG North America Antigua and Barbuda 3 16 2022 4
## 10317 ATG North America Antigua and Barbuda 3 17 2022 0
## 10318 ATG North America Antigua and Barbuda 3 18 2022 0
## 10319 ATG North America Antigua and Barbuda 3 19 2022 0
## 10320 ATG North America Antigua and Barbuda 3 20 2022 0
## 10321 ATG North America Antigua and Barbuda 3 21 2022 3
## 10322 ATG North America Antigua and Barbuda 3 22 2022 0
## 10323 ATG North America Antigua and Barbuda 3 23 2022 0
## 10324 ATG North America Antigua and Barbuda 3 24 2022 9
## 10325 ATG North America Antigua and Barbuda 3 25 2022 0
## 10326 ATG North America Antigua and Barbuda 3 26 2022 0
## 10327 ATG North America Antigua and Barbuda 3 27 2022 0
## 10328 ATG North America Antigua and Barbuda 3 28 2022 3
## 10329 ATG North America Antigua and Barbuda 3 29 2022 0
## 10330 ATG North America Antigua and Barbuda 3 30 2022 6
## 10331 ATG North America Antigua and Barbuda 3 31 2022 0
## 10332 ATG North America Antigua and Barbuda 4 1 2022 0
## 10333 ATG North America Antigua and Barbuda 4 2 2022 2
## 10334 ATG North America Antigua and Barbuda 4 3 2022 0
## 10335 ATG North America Antigua and Barbuda 4 4 2022 0
## 10336 ATG North America Antigua and Barbuda 4 5 2022 0
## 10337 ATG North America Antigua and Barbuda 4 6 2022 0
## 10338 ATG North America Antigua and Barbuda 4 7 2022 0
## 10339 ATG North America Antigua and Barbuda 4 8 2022 0
## 10340 ATG North America Antigua and Barbuda 4 9 2022 18
## 10341 ATG North America Antigua and Barbuda 4 10 2022 0
## 10342 ATG North America Antigua and Barbuda 4 11 2022 0
## 10343 ATG North America Antigua and Barbuda 4 12 2022 12
## 10344 ATG North America Antigua and Barbuda 4 13 2022 0
## 10345 ATG North America Antigua and Barbuda 4 14 2022 0
## 10346 ATG North America Antigua and Barbuda 4 15 2022 12
## 10347 ATG North America Antigua and Barbuda 4 16 2022 0
## 10348 ATG North America Antigua and Barbuda 4 17 2022 0
## 10349 ATG North America Antigua and Barbuda 4 18 2022 4
## 10350 ATG North America Antigua and Barbuda 4 19 2022 0
## 10351 ATG North America Antigua and Barbuda 4 20 2022 0
## 10352 ATG North America Antigua and Barbuda 4 21 2022 28
## 10353 ATG North America Antigua and Barbuda 4 22 2022 0
## 10354 ATG North America Antigua and Barbuda 4 23 2022 4
## 10355 ATG North America Antigua and Barbuda 4 24 2022 0
## 10356 ATG North America Antigua and Barbuda 4 25 2022 0
## 10357 ATG North America Antigua and Barbuda 4 26 2022 0
## 10358 ATG North America Antigua and Barbuda 4 27 2022 0
## 10359 ATG North America Antigua and Barbuda 4 28 2022 33
## 10360 ATG North America Antigua and Barbuda 4 29 2022 22
## 10361 ATG North America Antigua and Barbuda 4 30 2022 0
## 10362 ATG North America Antigua and Barbuda 5 1 2022 0
## 10363 ATG North America Antigua and Barbuda 5 2 2022 28
## 10364 ATG North America Antigua and Barbuda 5 3 2022 0
## 10365 ATG North America Antigua and Barbuda 5 4 2022 0
## 10366 ATG North America Antigua and Barbuda 5 5 2022 0
## 10367 ATG North America Antigua and Barbuda 5 6 2022 9
## 10368 ATG North America Antigua and Barbuda 5 7 2022 0
## 10369 ATG North America Antigua and Barbuda 5 8 2022 0
## 10370 ATG North America Antigua and Barbuda 5 9 2022 0
## 10371 ATG North America Antigua and Barbuda 5 10 2022 0
## 10372 ATG North America Antigua and Barbuda 5 11 2022 0
## 10373 ATG North America Antigua and Barbuda 5 12 2022 0
## 10374 ATG North America Antigua and Barbuda 5 13 2022 58
## 10375 ATG North America Antigua and Barbuda 5 14 2022 0
## 10376 ATG North America Antigua and Barbuda 5 15 2022 0
## 10377 ATG North America Antigua and Barbuda 5 16 2022 0
## 10378 ATG North America Antigua and Barbuda 5 17 2022 74
## 10379 ATG North America Antigua and Barbuda 5 18 2022 0
## 10380 ATG North America Antigua and Barbuda 5 19 2022 60
## 10381 ATG North America Antigua and Barbuda 5 20 2022 0
## 10382 ATG North America Antigua and Barbuda 5 21 2022 55
## 10383 ATG North America Antigua and Barbuda 5 22 2022 32
## 10384 ATG North America Antigua and Barbuda 5 23 2022 0
## 10385 ATG North America Antigua and Barbuda 5 24 2022 0
## 10386 ATG North America Antigua and Barbuda 5 25 2022 40
## 10387 ATG North America Antigua and Barbuda 5 26 2022 0
## 10388 ATG North America Antigua and Barbuda 5 27 2022 80
## 10389 ATG North America Antigua and Barbuda 5 28 2022 57
## 10390 ATG North America Antigua and Barbuda 5 29 2022 0
## 10391 ATG North America Antigua and Barbuda 5 30 2022 0
## 10392 ATG North America Antigua and Barbuda 5 31 2022 0
## 10393 ATG North America Antigua and Barbuda 6 1 2022 44
## 10394 ATG North America Antigua and Barbuda 6 2 2022 90
## 10395 ATG North America Antigua and Barbuda 6 3 2022 42
## 10396 ATG North America Antigua and Barbuda 6 4 2022 0
## 10397 ATG North America Antigua and Barbuda 6 5 2022 37
## 10398 ATG North America Antigua and Barbuda 6 6 2022 46
## 10399 ATG North America Antigua and Barbuda 6 7 2022 0
## 10400 ATG North America Antigua and Barbuda 6 8 2022 0
## 10401 ATG North America Antigua and Barbuda 6 9 2022 0
## 10402 ATG North America Antigua and Barbuda 6 10 2022 101
## 10403 ATG North America Antigua and Barbuda 6 11 2022 13
## 10404 ATG North America Antigua and Barbuda 6 12 2022 0
## 10405 ATG North America Antigua and Barbuda 6 13 2022 0
## 10406 ATG North America Antigua and Barbuda 6 14 2022 0
## 10407 ATG North America Antigua and Barbuda 6 15 2022 39
## 10408 ATG North America Antigua and Barbuda 6 16 2022 6
## 10409 ATG North America Antigua and Barbuda 6 17 2022 18
## 10410 ATG North America Antigua and Barbuda 6 18 2022 26
## 10411 ATG North America Antigua and Barbuda 6 19 2022 0
## 10412 ATG North America Antigua and Barbuda 6 20 2022 0
## 10413 ATG North America Antigua and Barbuda 6 21 2022 0
## 10414 ATG North America Antigua and Barbuda 6 22 2022 0
## 10415 ATG North America Antigua and Barbuda 6 23 2022 9
## 10416 ATG North America Antigua and Barbuda 6 24 2022 0
## 10417 ATG North America Antigua and Barbuda 6 25 2022 35
## 10418 ATG North America Antigua and Barbuda 6 26 2022 0
## 10419 ATG North America Antigua and Barbuda 6 27 2022 0
## 10420 ATG North America Antigua and Barbuda 6 28 2022 0
## 10421 ATG North America Antigua and Barbuda 6 29 2022 0
## 10422 ATG North America Antigua and Barbuda 6 30 2022 0
## 10423 ATG North America Antigua and Barbuda 7 1 2022 16
## 10424 ATG North America Antigua and Barbuda 7 2 2022 0
## 10425 ATG North America Antigua and Barbuda 7 3 2022 15
## 10426 ATG North America Antigua and Barbuda 7 4 2022 9
## 10427 ATG North America Antigua and Barbuda 7 5 2022 0
## 10428 ATG North America Antigua and Barbuda 7 6 2022 0
## 10429 ATG North America Antigua and Barbuda 7 7 2022 3
## 10430 ATG North America Antigua and Barbuda 7 8 2022 13
## 10431 ATG North America Antigua and Barbuda 7 9 2022 5
## 10432 ATG North America Antigua and Barbuda 7 10 2022 0
## 10433 ATG North America Antigua and Barbuda 7 11 2022 0
## 10434 ATG North America Antigua and Barbuda 7 12 2022 0
## 10435 ATG North America Antigua and Barbuda 7 13 2022 0
## 10436 ATG North America Antigua and Barbuda 7 14 2022 0
## 10437 ATG North America Antigua and Barbuda 7 15 2022 18
## 10438 ATG North America Antigua and Barbuda 7 16 2022 0
## 10439 ATG North America Antigua and Barbuda 7 17 2022 0
## 10440 ATG North America Antigua and Barbuda 7 18 2022 8
## 10441 ATG North America Antigua and Barbuda 7 19 2022 0
## 10442 ATG North America Antigua and Barbuda 7 20 2022 0
## 10443 ATG North America Antigua and Barbuda 7 21 2022 0
## 10444 ATG North America Antigua and Barbuda 7 22 2022 0
## 10445 ATG North America Antigua and Barbuda 7 23 2022 24
## 10446 ATG North America Antigua and Barbuda 7 24 2022 0
## 10447 ATG North America Antigua and Barbuda 7 25 2022 0
## 10448 ATG North America Antigua and Barbuda 7 26 2022 0
## 10449 ATG North America Antigua and Barbuda 7 27 2022 5
## 10450 ATG North America Antigua and Barbuda 7 28 2022 0
## 10451 ATG North America Antigua and Barbuda 7 29 2022 0
## 10452 ATG North America Antigua and Barbuda 7 30 2022 0
## 10453 ATG North America Antigua and Barbuda 7 31 2022 32
## 10454 ATG North America Antigua and Barbuda 8 1 2022 0
## 10455 ATG North America Antigua and Barbuda 8 2 2022 0
## 10456 ATG North America Antigua and Barbuda 8 3 2022 0
## 10457 ATG North America Antigua and Barbuda 8 4 2022 0
## 10458 ATG North America Antigua and Barbuda 8 5 2022 0
## 10459 ATG North America Antigua and Barbuda 8 6 2022 0
## 10460 ATG North America Antigua and Barbuda 8 7 2022 14
## 10461 ATG North America Antigua and Barbuda 8 8 2022 0
## 10462 ATG North America Antigua and Barbuda 8 9 2022 0
## 10463 ATG North America Antigua and Barbuda 8 10 2022 22
## 10464 ATG North America Antigua and Barbuda 8 11 2022 11
## 10465 ATG North America Antigua and Barbuda 8 12 2022 0
## 10466 ATG North America Antigua and Barbuda 8 13 2022 0
## 10467 ATG North America Antigua and Barbuda 8 14 2022 0
## 10468 ATG North America Antigua and Barbuda 8 15 2022 0
## 10469 ATG North America Antigua and Barbuda 8 16 2022 0
## 10470 ATG North America Antigua and Barbuda 8 17 2022 31
## 10471 ATG North America Antigua and Barbuda 8 18 2022 0
## 10472 ATG North America Antigua and Barbuda 8 19 2022 44
## 10473 ATG North America Antigua and Barbuda 8 20 2022 0
## 10474 ATG North America Antigua and Barbuda 8 21 2022 0
## 10475 ATG North America Antigua and Barbuda 8 22 2022 0
## 10476 ATG North America Antigua and Barbuda 8 23 2022 0
## 10477 ATG North America Antigua and Barbuda 8 24 2022 0
## 10478 ATG North America Antigua and Barbuda 8 25 2022 54
## 10479 ATG North America Antigua and Barbuda 8 26 2022 0
## 10480 ATG North America Antigua and Barbuda 8 27 2022 0
## 10481 ATG North America Antigua and Barbuda 8 28 2022 0
## 10482 ATG North America Antigua and Barbuda 8 29 2022 0
## 10483 ATG North America Antigua and Barbuda 8 30 2022 0
## 10484 ATG North America Antigua and Barbuda 8 31 2022 0
## 10485 ATG North America Antigua and Barbuda 9 1 2022 25
## 10486 ATG North America Antigua and Barbuda 9 2 2022 0
## 10487 ATG North America Antigua and Barbuda 9 3 2022 0
## 10488 ATG North America Antigua and Barbuda 9 4 2022 0
## 10489 ATG North America Antigua and Barbuda 9 5 2022 0
## 10490 ATG North America Antigua and Barbuda 9 6 2022 0
## 10491 ATG North America Antigua and Barbuda 9 7 2022 0
## 10492 ATG North America Antigua and Barbuda 9 8 2022 0
## 10493 ATG North America Antigua and Barbuda 9 9 2022 0
## 10494 ATG North America Antigua and Barbuda 9 10 2022 0
## 10495 ATG North America Antigua and Barbuda 9 11 2022 0
## 10496 ATG North America Antigua and Barbuda 9 12 2022 0
## 10497 ATG North America Antigua and Barbuda 9 13 2022 0
## 10498 ATG North America Antigua and Barbuda 9 14 2022 0
## 10499 ATG North America Antigua and Barbuda 9 15 2022 34
## 10500 ATG North America Antigua and Barbuda 9 16 2022 0
## 10501 ATG North America Antigua and Barbuda 9 17 2022 0
## 10502 ATG North America Antigua and Barbuda 9 18 2022 0
## 10503 ATG North America Antigua and Barbuda 9 19 2022 0
## 10504 ATG North America Antigua and Barbuda 9 20 2022 0
## 10505 ATG North America Antigua and Barbuda 9 21 2022 0
## 10506 ATG North America Antigua and Barbuda 9 22 2022 0
## 10507 ATG North America Antigua and Barbuda 9 23 2022 81
## 10508 ATG North America Antigua and Barbuda 9 24 2022 0
## 10509 ATG North America Antigua and Barbuda 9 25 2022 0
## 10510 ATG North America Antigua and Barbuda 9 26 2022 0
## 10511 ATG North America Antigua and Barbuda 9 27 2022 0
## 10512 ATG North America Antigua and Barbuda 9 28 2022 0
## 10513 ATG North America Antigua and Barbuda 9 29 2022 9
## 10514 ATG North America Antigua and Barbuda 9 30 2022 0
## 10515 ATG North America Antigua and Barbuda 10 1 2022 0
## 10516 ATG North America Antigua and Barbuda 10 2 2022 0
## 10517 ATG North America Antigua and Barbuda 10 3 2022 0
## 10518 ATG North America Antigua and Barbuda 10 4 2022 0
## 10519 ATG North America Antigua and Barbuda 10 5 2022 0
## 10520 ATG North America Antigua and Barbuda 10 6 2022 0
## 10521 ATG North America Antigua and Barbuda 10 7 2022 0
## 10522 ATG North America Antigua and Barbuda 10 8 2022 0
## 10523 ATG North America Antigua and Barbuda 10 9 2022 8
## 10524 ATG North America Antigua and Barbuda 10 10 2022 0
## 10525 ATG North America Antigua and Barbuda 10 11 2022 0
## 10526 ATG North America Antigua and Barbuda 10 12 2022 0
## 10527 ATG North America Antigua and Barbuda 10 13 2022 0
## 10528 ATG North America Antigua and Barbuda 10 14 2022 0
## 10529 ATG North America Antigua and Barbuda 10 15 2022 0
## 10530 ATG North America Antigua and Barbuda 10 16 2022 0
## 10531 ATG North America Antigua and Barbuda 10 17 2022 0
## 10532 ATG North America Antigua and Barbuda 10 18 2022 0
## 10533 ATG North America Antigua and Barbuda 10 19 2022 0
## 10534 ATG North America Antigua and Barbuda 10 20 2022 0
## 10535 ATG North America Antigua and Barbuda 10 21 2022 0
## 10536 ATG North America Antigua and Barbuda 10 22 2022 0
## 10537 ATG North America Antigua and Barbuda 10 23 2022 0
## 10538 ATG North America Antigua and Barbuda 10 24 2022 0
## 10539 ATG North America Antigua and Barbuda 10 25 2022 0
## 10540 ATG North America Antigua and Barbuda 10 26 2022 0
## 10541 ATG North America Antigua and Barbuda 10 27 2022 0
## 10542 ATG North America Antigua and Barbuda 10 28 2022 0
## 10543 ATG North America Antigua and Barbuda 10 29 2022 0
## 10544 ATG North America Antigua and Barbuda 10 30 2022 0
## 10545 ATG North America Antigua and Barbuda 10 31 2022 0
## 10546 ATG North America Antigua and Barbuda 11 1 2022 0
## 10547 ATG North America Antigua and Barbuda 11 2 2022 0
## 10548 ATG North America Antigua and Barbuda 11 3 2022 0
## 10549 ATG North America Antigua and Barbuda 11 4 2022 0
## 10550 ATG North America Antigua and Barbuda 11 5 2022 0
## 10551 ATG North America Antigua and Barbuda 11 6 2022 0
## 10552 ATG North America Antigua and Barbuda 11 7 2022 0
## 10553 ATG North America Antigua and Barbuda 11 8 2022 0
## 10554 ATG North America Antigua and Barbuda 11 9 2022 0
## 10555 ATG North America Antigua and Barbuda 11 10 2022 0
## 10556 ATG North America Antigua and Barbuda 11 11 2022 0
## 10557 ATG North America Antigua and Barbuda 11 12 2022 0
## 10558 ATG North America Antigua and Barbuda 11 13 2022 0
## 10559 ATG North America Antigua and Barbuda 11 14 2022 0
## 10560 ATG North America Antigua and Barbuda 11 15 2022 0
## 10561 ATG North America Antigua and Barbuda 11 16 2022 0
## 10562 ATG North America Antigua and Barbuda 11 17 2022 0
## 10563 ATG North America Antigua and Barbuda 11 18 2022 0
## 10564 ATG North America Antigua and Barbuda 11 19 2022 0
## 10565 ATG North America Antigua and Barbuda 11 20 2022 0
## 10566 ATG North America Antigua and Barbuda 11 21 2022 0
## 10567 ATG North America Antigua and Barbuda 11 22 2022 0
## 10568 ATG North America Antigua and Barbuda 11 23 2022 0
## 10569 ATG North America Antigua and Barbuda 11 24 2022 0
## 10570 ATG North America Antigua and Barbuda 11 25 2022 0
## 10571 ATG North America Antigua and Barbuda 11 26 2022 0
## 10572 ATG North America Antigua and Barbuda 11 27 2022 0
## 10573 ATG North America Antigua and Barbuda 11 28 2022 0
## 10574 ATG North America Antigua and Barbuda 11 29 2022 0
## 10575 ATG North America Antigua and Barbuda 11 30 2022 0
## 10576 ATG North America Antigua and Barbuda 12 1 2022 0
## 10577 ATG North America Antigua and Barbuda 12 2 2022 0
## 10578 ATG North America Antigua and Barbuda 12 3 2022 0
## 10579 ATG North America Antigua and Barbuda 12 4 2022 0
## 10580 ATG North America Antigua and Barbuda 12 5 2022 0
## 10581 ATG North America Antigua and Barbuda 12 6 2022 0
## 10582 ATG North America Antigua and Barbuda 12 7 2022 0
## 10583 ATG North America Antigua and Barbuda 12 8 2022 0
## 10584 ATG North America Antigua and Barbuda 12 9 2022 0
## 10585 ATG North America Antigua and Barbuda 12 10 2022 0
## 10586 ATG North America Antigua and Barbuda 12 11 2022 0
## 10587 ATG North America Antigua and Barbuda 12 12 2022 0
## 10588 ATG North America Antigua and Barbuda 12 13 2022 0
## 10589 ATG North America Antigua and Barbuda 12 14 2022 0
## 10590 ATG North America Antigua and Barbuda 12 15 2022 0
## 10591 ATG North America Antigua and Barbuda 12 16 2022 0
## 10592 ATG North America Antigua and Barbuda 12 17 2022 0
## 10593 ATG North America Antigua and Barbuda 12 18 2022 0
## 10594 ATG North America Antigua and Barbuda 12 19 2022 0
## 10595 ATG North America Antigua and Barbuda 12 20 2022 0
## 10596 ATG North America Antigua and Barbuda 12 21 2022 0
## 10597 ATG North America Antigua and Barbuda 12 22 2022 0
## 10598 ATG North America Antigua and Barbuda 12 23 2022 0
## 10599 ATG North America Antigua and Barbuda 12 24 2022 0
## 10600 ATG North America Antigua and Barbuda 12 25 2022 0
## 10601 ATG North America Antigua and Barbuda 12 26 2022 0
## 10602 ATG North America Antigua and Barbuda 12 27 2022 0
## 10603 ATG North America Antigua and Barbuda 12 28 2022 0
## 10604 ATG North America Antigua and Barbuda 12 29 2022 0
## 10605 ATG North America Antigua and Barbuda 12 30 2022 0
## 10606 ATG North America Antigua and Barbuda 12 31 2022 0
## 10607 ATG North America Antigua and Barbuda 1 1 2023 0
## 10608 ATG North America Antigua and Barbuda 1 2 2023 0
## 10609 ATG North America Antigua and Barbuda 1 3 2023 0
## 10610 ATG North America Antigua and Barbuda 1 4 2023 0
## 10611 ATG North America Antigua and Barbuda 1 5 2023 0
## 10612 ATG North America Antigua and Barbuda 1 6 2023 0
## 10613 ATG North America Antigua and Barbuda 1 7 2023 0
## 10614 ATG North America Antigua and Barbuda 1 8 2023 0
## 10615 ATG North America Antigua and Barbuda 1 9 2023 0
## 10616 ATG North America Antigua and Barbuda 1 10 2023 0
## 10617 ATG North America Antigua and Barbuda 1 11 2023 0
## 10618 ATG North America Antigua and Barbuda 1 12 2023 0
## 10619 ATG North America Antigua and Barbuda 1 13 2023 0
## 10620 ATG North America Antigua and Barbuda 1 14 2023 0
## 10621 ATG North America Antigua and Barbuda 1 15 2023 0
## 10622 ATG North America Antigua and Barbuda 1 16 2023 0
## 10623 ATG North America Antigua and Barbuda 1 17 2023 0
## 10624 ATG North America Antigua and Barbuda 1 18 2023 0
## 10625 ATG North America Antigua and Barbuda 1 19 2023 0
## 10626 ATG North America Antigua and Barbuda 1 20 2023 0
## 10627 ATG North America Antigua and Barbuda 1 21 2023 0
## 10628 ATG North America Antigua and Barbuda 1 22 2023 0
## 10629 ATG North America Antigua and Barbuda 1 23 2023 0
## 10630 ATG North America Antigua and Barbuda 1 24 2023 0
## 10631 ATG North America Antigua and Barbuda 1 25 2023 0
## 10632 ATG North America Antigua and Barbuda 1 26 2023 0
## 10633 ATG North America Antigua and Barbuda 1 27 2023 0
## 10634 ATG North America Antigua and Barbuda 1 28 2023 0
## 10635 ATG North America Antigua and Barbuda 1 29 2023 0
## 10636 ATG North America Antigua and Barbuda 1 30 2023 0
## 10637 ATG North America Antigua and Barbuda 1 31 2023 0
## 10638 ATG North America Antigua and Barbuda 2 1 2023 0
## 10639 ATG North America Antigua and Barbuda 2 2 2023 0
## 10640 ATG North America Antigua and Barbuda 2 3 2023 0
## 10641 ATG North America Antigua and Barbuda 2 4 2023 0
## 10642 ATG North America Antigua and Barbuda 2 5 2023 0
## 10643 ATG North America Antigua and Barbuda 2 6 2023 0
## 10644 ATG North America Antigua and Barbuda 2 7 2023 0
## 10645 ATG North America Antigua and Barbuda 2 8 2023 0
## 10646 ATG North America Antigua and Barbuda 2 9 2023 0
## 10647 ATG North America Antigua and Barbuda 2 10 2023 0
## 10648 ATG North America Antigua and Barbuda 2 11 2023 0
## 10649 ATG North America Antigua and Barbuda 2 12 2023 0
## 10650 ATG North America Antigua and Barbuda 2 13 2023 0
## 10651 ATG North America Antigua and Barbuda 2 14 2023 0
## 10652 ATG North America Antigua and Barbuda 2 15 2023 0
## 10653 ATG North America Antigua and Barbuda 2 16 2023 0
## 10654 ATG North America Antigua and Barbuda 2 17 2023 0
## 10655 ATG North America Antigua and Barbuda 2 18 2023 0
## 10656 ATG North America Antigua and Barbuda 2 19 2023 0
## 10657 ATG North America Antigua and Barbuda 2 20 2023 0
## 10658 ATG North America Antigua and Barbuda 2 21 2023 0
## 10659 ATG North America Antigua and Barbuda 2 22 2023 0
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## [ reached 'max' / getOption("max.print") -- omitted 288238 rows ]covid_stats <- covid_date |>
group_by(iso3c, continent, country, year) |>
summarize(cases = sum(new_cases),
doses = sum(new_vaccinations))
covid_stats## # A tibble: 1,014 × 6
## # Groups: iso3c, continent, country [255]
## iso3c continent country year cases doses
## <chr> <chr> <chr> <dbl> <int> <dbl>
## 1 ABW North America Aruba 2020 5373 NA
## 2 ABW North America Aruba 2021 NA NA
## 3 ABW North America Aruba 2022 24839 NA
## 4 ABW North America Aruba 2023 254 NA
## 5 AFG Asia Afghanistan 2020 NA NA
## 6 AFG Asia Afghanistan 2021 105729 NA
## 7 AFG Asia Afghanistan 2022 49495 NA
## 8 AFG Asia Afghanistan 2023 NA NA
## 9 AGO Africa Angola 2020 17433 NA
## 10 AGO Africa Angola 2021 59354 NA
## # … with 1,004 more rowscovid_clean <- covid_stats |>
mutate(
disease = 'COVID19'
)
covid_clean## # A tibble: 1,014 × 7
## # Groups: iso3c, continent, country [255]
## iso3c continent country year cases doses disease
## <chr> <chr> <chr> <dbl> <int> <dbl> <chr>
## 1 ABW North America Aruba 2020 5373 NA COVID19
## 2 ABW North America Aruba 2021 NA NA COVID19
## 3 ABW North America Aruba 2022 24839 NA COVID19
## 4 ABW North America Aruba 2023 254 NA COVID19
## 5 AFG Asia Afghanistan 2020 NA NA COVID19
## 6 AFG Asia Afghanistan 2021 105729 NA COVID19
## 7 AFG Asia Afghanistan 2022 49495 NA COVID19
## 8 AFG Asia Afghanistan 2023 NA NA COVID19
## 9 AGO Africa Angola 2020 17433 NA COVID19
## 10 AGO Africa Angola 2021 59354 NA COVID19
## # … with 1,004 more rows#Create ID and join to data set
covid_key = mutate(covid_clean,
id = paste(iso3c, year, disease, sep = '_'))
covid_key## # A tibble: 1,014 × 8
## # Groups: iso3c, continent, country [255]
## iso3c continent country year cases doses disease id
## <chr> <chr> <chr> <dbl> <int> <dbl> <chr> <chr>
## 1 ABW North America Aruba 2020 5373 NA COVID19 ABW_2020_COVID19
## 2 ABW North America Aruba 2021 NA NA COVID19 ABW_2021_COVID19
## 3 ABW North America Aruba 2022 24839 NA COVID19 ABW_2022_COVID19
## 4 ABW North America Aruba 2023 254 NA COVID19 ABW_2023_COVID19
## 5 AFG Asia Afghanistan 2020 NA NA COVID19 AFG_2020_COVID19
## 6 AFG Asia Afghanistan 2021 105729 NA COVID19 AFG_2021_COVID19
## 7 AFG Asia Afghanistan 2022 49495 NA COVID19 AFG_2022_COVID19
## 8 AFG Asia Afghanistan 2023 NA NA COVID19 AFG_2023_COVID19
## 9 AGO Africa Angola 2020 17433 NA COVID19 AGO_2020_COVID19
## 10 AGO Africa Angola 2021 59354 NA COVID19 AGO_2021_COVID19
## # … with 1,004 more rowscovid_key <- covid_key[,c(8,1,2,3,4,5,6,7)]Join COVID table onto VPD data using full join (no existing COVID data to join onto via Left join)
#| echo: false
#| warning: false
#Full join of both data sets using ID field
diseases <- vpd_combo |>
full_join(covid_key, by = c("id", "iso3c", "country", "year", "cases","disease", "doses"))
diseases## # A tibble: 161,121 × 18
## id group iso3c country year disease disea…¹ cases units ir antig
## <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <dbl> <chr> <dbl> <chr>
## 1 ABW_2021_R… COUN… ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1
## 2 ABW_2021_R… COUN… ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1
## 3 ABW_2021_N… COUN… ABW Aruba 2021 NTETAN… Neonat… 0 per … 0 PAB
## 4 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1
## 5 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1
## 6 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1…
## 7 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV1…
## 8 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV2
## 9 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV2
## 10 ABW_2021_P… COUN… ABW Aruba 2021 POLIO Poliom… 0 per … 0 IPV2…
## # … with 161,111 more rows, 7 more variables: antig_desc <chr>,
## # coverage_cat <chr>, cov_cat_desc <chr>, targ_number <dbl>, doses <dbl>,
## # coverage <dbl>, continent <chr>, and abbreviated variable name
## # ¹disease_desc#Drop id & group for future joins and analysis
diseases_total <- diseases[,-c(1,2)]
diseases_total## # A tibble: 161,121 × 16
## iso3c country year disease diseas…¹ cases units ir antig antig…² cover…³
## <chr> <chr> <dbl> <chr> <chr> <dbl> <chr> <dbl> <chr> <chr> <chr>
## 1 ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1 Rubell… ADMIN
## 2 ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1 Rubell… OFFICI…
## 3 ABW Aruba 2021 NTETANUS Neonata… 0 per … 0 PAB Protec… ADMIN
## 4 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1 Inacti… ADMIN
## 5 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1 Inacti… OFFICI…
## 6 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1… Fracti… ADMIN
## 7 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1… Fracti… OFFICI…
## 8 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV2 Inacti… ADMIN
## 9 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV2 Inacti… OFFICI…
## 10 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV2… Fracti… ADMIN
## # … with 161,111 more rows, 5 more variables: cov_cat_desc <chr>,
## # targ_number <dbl>, doses <dbl>, coverage <dbl>, continent <chr>, and
## # abbreviated variable names ¹disease_desc, ²antig_desc, ³coverage_catShrink data set down to 1990-2023 for easier manipulations but long enough for meaningful findings
#| echo: false
#| warning: false
#Filter Data from after 1990
diseases_short <- diseases_total |>
filter(year >= 1990 )
diseases_short## # A tibble: 138,290 × 16
## iso3c country year disease diseas…¹ cases units ir antig antig…² cover…³
## <chr> <chr> <dbl> <chr> <chr> <dbl> <chr> <dbl> <chr> <chr> <chr>
## 1 ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1 Rubell… ADMIN
## 2 ABW Aruba 2021 RUBELLA Rubella 0 per … 0 RCV1 Rubell… OFFICI…
## 3 ABW Aruba 2021 NTETANUS Neonata… 0 per … 0 PAB Protec… ADMIN
## 4 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1 Inacti… ADMIN
## 5 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1 Inacti… OFFICI…
## 6 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1… Fracti… ADMIN
## 7 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV1… Fracti… OFFICI…
## 8 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV2 Inacti… ADMIN
## 9 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV2 Inacti… OFFICI…
## 10 ABW Aruba 2021 POLIO Poliomy… 0 per … 0 IPV2… Fracti… ADMIN
## # … with 138,280 more rows, 5 more variables: cov_cat_desc <chr>,
## # targ_number <dbl>, doses <dbl>, coverage <dbl>, continent <chr>, and
## # abbreviated variable names ¹disease_desc, ²antig_desc, ³coverage_catJoin onto WB country data
#| echo: false
#| warning: false
#Join to VPD data for full disease comparison data set
diseases_clean <- diseases_short |>
left_join(wb_econ_data, by = c("iso3c", "country", "year"))
#Remove unneeded columns
diseases_clean <- diseases_clean[,-c(16)]Now that data is assembled, write to a .csv file for storage and use later in analysis and exploration
path_out = 'C:\\Users\\joeau\\OneDrive - Johns Hopkins\\SAIS\\Year 2\\Sustainable Finance\\final_project\\03_data_processed\\w'
fileName = paste(path_out, 'vpd_covid_project.csv',sep = '')
write.csv(diseases_clean,fileName)For part of this analysis, would like to analyze VPD vaccination as part of health expenditure to try to illustrate an effect of COVID-19 on VPD immunization coverage. Data seems hard to find and might be better to wait for data exploration of particular pathogens to narrow down data to download?
Ideas:
By specific antigen
Over year period
Not market price, contracted price
Further, for vaccine prices does it make sense to show prices over time if they have been negotiated through multi-laterals like UNICEF? These are likely subsidized costs compared to market price. Better to narrow down to most burdensome VPDs and then show prices so data is available?
Interested in presenting something similar to this:
Another issue identified is a mismatch in vaccination coverage (2 parts)
Vaccination data - lists additional vaccines for pathogens not in case data set. Current plan is to only analyze pathogens in case data set and exclude others in vaccination coverage.
There are some combination vaccines that are skewing data - DPT is a Diptheria/Pertussis combination vaccine and join is only occurring on Diptheria. Is there a known work around or way to approximate match so it double counts only in this instance for both pathogens?
Another two issues are standardization of units
Incident rates are measures as either per 1,000,000 <15 population, per 1,000 live births, or per 1,000,000 total population
Vaccination coverage is measured both at the administrative and official levels
Econ data in total $USD (maybe present in $M USD?)
Finally, the message I am trying to end this project with is not only the disruption of COVID-19 and the burden of VPDs/Vaccine coverages, but to also show the value of investing and funding these vaccines for impact investors:
Need to somehow show value for money
Potential for growth
Returns on human live and capital investment (R&D might be hard to show)