Spatial Figures Peer Review
Carlos Mauricio Galvis
Problem 1
Create the following figure, using the data included in the R Markdown file.
Problem 2
Create the following figure, using the data included in the R Markdown file.
Problem 3
Create the following figure, using the data included in the R Markdown file.
Note that the code in the .rmd file will import a set of simple features data for South America. Make sure you install any necessary packages.
## Classes 'sf' and 'data.frame': 13 obs. of 169 variables:
## $ featurecla: chr "Admin-0 country" "Admin-0 country" "Admin-0 country" "Admin-0 country" ...
## $ scalerank : int 5 1 1 1 1 1 1 1 1 4 ...
## $ labelrank : int 3 4 5 4 2 4 4 3 2 2 ...
## $ sovereignt: chr "Venezuela" "Uruguay" "United Kingdom" "Suriname" ...
## $ sov_a3 : chr "VEN" "URY" "GB1" "SUR" ...
## $ adm0_dif : int 0 0 1 0 0 0 0 0 0 0 ...
## $ level : int 2 2 2 2 2 2 2 2 2 2 ...
## $ type : chr "Sovereign country" "Sovereign country" "Disputed" "Sovereign country" ...
## $ tlc : chr "1" "1" "1" "1" ...
## $ admin : chr "Venezuela" "Uruguay" "Falkland Islands" "Suriname" ...
## $ adm0_a3 : chr "VEN" "URY" "FLK" "SUR" ...
## $ geou_dif : int 0 0 0 0 0 0 0 0 0 0 ...
## $ geounit : chr "Venezuela" "Uruguay" "Falkland Islands" "Suriname" ...
## $ gu_a3 : chr "VEN" "URY" "FLK" "SUR" ...
## $ su_dif : int 0 0 0 0 0 0 0 0 0 0 ...
## $ subunit : chr "Venezuela" "Uruguay" "Falkland Islands" "Suriname" ...
## $ su_a3 : chr "VEN" "URY" "FLK" "SUR" ...
## $ brk_diff : int 0 0 1 0 0 0 0 0 0 0 ...
## $ name : chr "Venezuela" "Uruguay" "Falkland Is." "Suriname" ...
## $ name_long : chr "Venezuela" "Uruguay" "Falkland Islands / Malvinas" "Suriname" ...
## $ brk_a3 : chr "VEN" "URY" "B12" "SUR" ...
## $ brk_name : chr "Venezuela" "Uruguay" "Falkland Is." "Suriname" ...
## $ brk_group : chr NA NA NA NA ...
## $ abbrev : chr "Ven." "Ury." "Flk. Is." "Sur." ...
## $ postal : chr "VE" "UY" "FK" "SR" ...
## $ formal_en : chr "Bolivarian Republic of Venezuela" "Oriental Republic of Uruguay" "Falkland Islands" "Republic of Suriname" ...
## $ formal_fr : chr "República Bolivariana de Venezuela" NA NA NA ...
## $ name_ciawf: chr "Venezuela" "Uruguay" "Falkland Islands (Islas Malvinas)" "Suriname" ...
## $ note_adm0 : chr NA NA "U.K." NA ...
## $ note_brk : chr NA NA "Admin. by U.K.; Claimed by Argentina" NA ...
## $ name_sort : chr "Venezuela, RB" "Uruguay" "Falkland Islands" "Suriname" ...
## $ name_alt : chr NA NA "Islas Malvinas" NA ...
## $ mapcolor7 : int 1 1 6 1 4 6 3 1 2 5 ...
## $ mapcolor8 : int 3 2 6 4 4 3 1 5 1 1 ...
## $ mapcolor9 : int 1 2 6 7 4 6 4 2 3 5 ...
## $ mapcolor13: int 4 10 3 6 11 2 8 12 1 9 ...
## $ pop_est : num 28515829 3461734 3398 581363 32510453 ...
## $ pop_rank : int 15 12 4 11 15 13 11 14 16 14 ...
## $ pop_year : int 2019 2019 2016 2019 2019 2019 2019 2019 2019 2019 ...
## $ gdp_md : int 482359 56045 282 3697 226848 38145 5173 107435 323615 282318 ...
## $ gdp_year : int 2014 2019 2012 2019 2019 2019 2019 2019 2019 2019 ...
## $ economy : chr "5. Emerging region: G20" "5. Emerging region: G20" "2. Developed region: nonG7" "6. Developing region" ...
## $ income_grp: chr "3. Upper middle income" "3. Upper middle income" "1. High income: OECD" "3. Upper middle income" ...
## $ fips_10 : chr "VE" "UY" "FK" "NS" ...
## $ iso_a2 : chr "VE" "UY" "FK" "SR" ...
## $ iso_a2_eh : chr "VE" "UY" "FK" "SR" ...
## $ iso_a3 : chr "VEN" "URY" "FLK" "SUR" ...
## $ iso_a3_eh : chr "VEN" "URY" "FLK" "SUR" ...
## $ iso_n3 : chr "862" "858" "238" "740" ...
## $ iso_n3_eh : chr "862" "858" "238" "740" ...
## $ un_a3 : chr "862" "858" "238" "740" ...
## $ wb_a2 : chr "VE" "UY" "-99" "SR" ...
## $ wb_a3 : chr "VEN" "URY" "-99" "SUR" ...
## $ woe_id : int 23424982 23424979 23424814 23424913 23424919 23424917 23424836 23424801 23424787 23424782 ...
## $ woe_id_eh : int 23424982 23424979 23424814 23424913 23424919 23424917 23424836 23424801 23424787 23424782 ...
## $ woe_note : chr "Exact WOE match as country" "Exact WOE match as country" "Exact WOE match as country" "Exact WOE match as country" ...
## $ adm0_iso : chr "VEN" "URY" "B12" "SUR" ...
## $ adm0_diff : chr NA NA NA NA ...
## $ adm0_tlc : chr "VEN" "URY" "B12" "SUR" ...
## $ adm0_a3_us: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_fr: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_ru: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_es: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_cn: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_tw: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_in: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_np: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_pk: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_de: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_gb: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_br: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_il: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_ps: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_sa: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_eg: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_ma: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_pt: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_ar: chr "VEN" "URY" "ARG" "SUR" ...
## $ adm0_a3_jp: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_ko: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_vn: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_tr: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_id: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_pl: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_gr: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_it: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_nl: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_se: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_bd: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_ua: chr "VEN" "URY" "FLK" "SUR" ...
## $ adm0_a3_un: int -99 -99 -99 -99 -99 -99 -99 -99 -99 -99 ...
## $ adm0_a3_wb: int -99 -99 -99 -99 -99 -99 -99 -99 -99 -99 ...
## $ continent : chr "South America" "South America" "South America" "South America" ...
## $ region_un : chr "Americas" "Americas" "Americas" "Americas" ...
## $ subregion : chr "South America" "South America" "South America" "South America" ...
## $ region_wb : chr "Latin America & Caribbean" "Latin America & Caribbean" "Latin America & Caribbean" "Latin America & Caribbean" ...
## $ name_len : int 9 7 12 8 4 8 6 7 8 5 ...
## $ long_len : int 9 7 27 8 4 8 6 7 8 5 ...
## $ abbrev_len: int 4 4 8 4 4 5 4 4 4 5 ...
## [list output truncated]
## - attr(*, "sf_column")= chr "geometry"
## - attr(*, "agr")= Factor w/ 3 levels "constant","aggregate",..: NA NA NA NA NA NA NA NA NA NA ...
## ..- attr(*, "names")= chr [1:168] "featurecla" "scalerank" NA NA ...