FINAL-FERNANDA PIZARRO
FERNANDA PIZARRO
13/12/2021
#BASE1: list of freedom indices
link = "https://en.wikipedia.org/wiki/List_of_freedom_indices"
path = "/html/body/div[3]/div[3]/div[5]/div[1]/table[2]"
library(htmltab)
dataWS = htmltab(link, path)
head(dataWS)## Country Freedom in the World 2021
## 2 Â Afghanistan not free
## 3 Â Albania partly free
## 4 Â Algeria not free
## 5 Â Andorra free
## 6 Â Angola not free
## 7 Â Antigua and Barbuda free
## 2021 Index of Economic Freedom 2021 Press Freedom Index 2020 Democracy Index
## 2 mostly unfree difficult situation authoritarian regime
## 3 moderately free noticeable problems flawed democracy
## 4 repressed difficult situation authoritarian regime
## 5 n/a satisfactory situation n/a
## 6 mostly unfree noticeable problems authoritarian regime
## 7 n/a satisfactory situation n/adataWS$`Freedom in the World 2021` =factor(dataWS$`Freedom in the World 2021`,
levels=c("not free","partly free","free"),
ordered = T)
dataWS$`2021 Index of Economic Freedom`=as.factor(dataWS$`2021 Index of Economic Freedom`)
dataWS$`2021 Press Freedom Index`=as.factor(dataWS$`2021 Press Freedom Index`)
dataWS$`2020 Democracy Index`=as.factor(dataWS$`2020 Democracy Index`)
dataWS[dataWS == "n/a"] <- NA
na.omit(dataWS)## Country Freedom in the World 2021
## 2 Â Afghanistan not free
## 3 Â Albania partly free
## 4 Â Algeria not free
## 6 Â Angola not free
## 8 Â Argentina free
## 9 Â Armenia partly free
## 10 Â Australia free
## 11 Â Austria free
## 12 Â Azerbaijan not free
## 14 Â Bahrain not free
## 15 Â Bangladesh partly free
## 17 Â Belarus not free
## 18 Â Belgium free
## 20 Â Benin partly free
## 21 Â Bhutan partly free
## 22 Â Bolivia partly free
## 23 Â Bosnia and Herzegovina partly free
## 24 Â Botswana free
## 25 Â Brazil free
## 27 Â Bulgaria free
## 28 Â Burkina Faso partly free
## 29 Â Burma not free
## 30 Â Burundi not free
## 31 Â Cambodia not free
## 32 Â Cameroon not free
## 33 Â Canada free
## 34 Â Cape Verde free
## 35 Â Central African Republic not free
## 36 Â Chad not free
## 37 Â Chile free
## 38 Â China not free
## 39 Â Colombia partly free
## 40 Â Comoros partly free
## 41 Â Costa Rica free
## 42 Â Congo, Democratic Republic of the not free
## 43 Â Congo, Republic of the not free
## 44 Â Croatia free
## 45 Â Cuba not free
## 46 Â Cyprus free
## 47 Â Czech Republic free
## 48 Â Denmark free
## 49 Â Djibouti not free
## 51 Â Dominican Republic partly free
## 52 Â East Timor free
## 53 Â Ecuador partly free
## 54 Â Egypt not free
## 55 Â El Salvador partly free
## 56 Â Equatorial Guinea not free
## 57 Â Eritrea not free
## 58 Â Estonia free
## 59 Â Eswatini not free
## 60 Â Ethiopia not free
## 61 Â Fiji partly free
## 62 Â Finland free
## 63 Â France free
## 64 Â Gabon not free
## 65 Â Gambia partly free
## 66 Â Georgia partly free
## 67 Â Germany free
## 68 Â Ghana free
## 69 Â Greece free
## 71 Â Guatemala partly free
## 72 Â Guinea partly free
## 73 Â Guinea-Bissau partly free
## 74 Â Guyana free
## 75 Â Haiti partly free
## 76 Â Honduras partly free
## 78 Â Hungary partly free
## 79 Â Iceland free
## 80 Â India partly free
## 81 Â Indonesia partly free
## 82 Â Iran not free
## 84 Â Ireland free
## 85 Â Israel free
## 86 Â Italy free
## 87 Â Ivory Coast partly free
## 88 Â Jamaica free
## 89 Â Japan free
## 90 Â Jordan not free
## 91 Â Kazakhstan not free
## 92 Â Kenya partly free
## 94 Â Korea, North not free
## 95 Â Korea, South free
## 97 Â Kuwait partly free
## 98 Â Kyrgyzstan not free
## 99 Â Laos not free
## 100 Â Latvia free
## 101 Â Lebanon partly free
## 102 Â Lesotho partly free
## 103 Â Liberia partly free
## 106 Â Lithuania free
## 107 Â Luxembourg free
## 108 Â Madagascar partly free
## 109 Â Malawi partly free
## 110 Â Malaysia partly free
## 112 Â Mali not free
## 113 Â Malta free
## 115 Â Mauritania partly free
## 116 Â Mauritius free
## 117 Â Mexico partly free
## 119 Â Moldova partly free
## 121 Â Mongolia free
## 122 Â Montenegro partly free
## 123 Â Morocco partly free
## 124 Â Mozambique partly free
## 125 Â Namibia free
## 127 Â Â Â Nepal partly free
## 128 Â Netherlands free
## 129 Â New Zealand free
## 130 Â Nicaragua not free
## 131 Â Niger partly free
## 132 Â Nigeria partly free
## 133 Â North Macedonia partly free
## 134 Â Norway free
## 135 Â Oman not free
## 136 Â Pakistan partly free
## 139 Â Panama free
## 140 Â Papua New Guinea partly free
## 141 Â Paraguay partly free
## 142 Â Peru partly free
## 143 Â Philippines partly free
## 144 Â Poland free
## 145 Â Portugal free
## 146 Â Qatar not free
## 147 Â Romania free
## 148 Â Russia not free
## 149 Â Rwanda not free
## 156 Â Saudi Arabia not free
## 157 Â Senegal partly free
## 158 Â Serbia partly free
## 160 Â Sierra Leone partly free
## 161 Â Singapore partly free
## 162 Â Slovakia free
## 163 Â Slovenia free
## 166 Â South Africa free
## 168 Â Spain free
## 169 Â Sri Lanka partly free
## 170 Â Sudan not free
## 171 Â Suriname free
## 172 Â Sweden free
## 173 Â Â Switzerland free
## 175 Â Taiwan free
## 176 Â Tajikistan not free
## 177 Â Tanzania partly free
## 178 Â Thailand not free
## 179 Â Togo partly free
## 181 Â Trinidad and Tobago free
## 182 Â Tunisia free
## 183 Â Turkey not free
## 184 Â Turkmenistan not free
## 186 Â Uganda not free
## 187 Â Ukraine partly free
## 188 Â United Arab Emirates not free
## 189 Â United Kingdom free
## 190 Â United States free
## 191 Â Uruguay free
## 192 Â Uzbekistan not free
## 194 Â Venezuela not free
## 195 Â Vietnam not free
## 197 Â Zambia partly free
## 198 Â Zimbabwe not free
## 2021 Index of Economic Freedom 2021 Press Freedom Index
## 2 mostly unfree difficult situation
## 3 moderately free noticeable problems
## 4 repressed difficult situation
## 6 mostly unfree noticeable problems
## 8 mostly unfree noticeable problems
## 9 mostly free noticeable problems
## 10 free satisfactory situation
## 11 mostly free satisfactory situation
## 12 mostly free very serious situation
## 14 moderately free very serious situation
## 15 mostly unfree difficult situation
## 17 moderately free difficult situation
## 18 mostly free good situation
## 20 mostly unfree difficult situation
## 21 mostly unfree noticeable problems
## 22 repressed difficult situation
## 23 moderately free noticeable problems
## 24 moderately free satisfactory situation
## 25 mostly unfree difficult situation
## 27 mostly free difficult situation
## 28 mostly unfree satisfactory situation
## 29 mostly unfree difficult situation
## 30 repressed difficult situation
## 31 mostly unfree difficult situation
## 32 mostly unfree difficult situation
## 33 mostly free satisfactory situation
## 34 moderately free satisfactory situation
## 35 repressed difficult situation
## 36 mostly unfree difficult situation
## 37 mostly free noticeable problems
## 38 mostly unfree very serious situation
## 39 moderately free difficult situation
## 40 mostly unfree noticeable problems
## 41 moderately free good situation
## 42 repressed difficult situation
## 43 mostly unfree difficult situation
## 44 moderately free noticeable problems
## 45 repressed very serious situation
## 46 mostly free satisfactory situation
## 47 mostly free satisfactory situation
## 48 mostly free good situation
## 49 mostly unfree very serious situation
## 51 moderately free noticeable problems
## 52 repressed noticeable problems
## 53 mostly unfree noticeable problems
## 54 mostly unfree very serious situation
## 55 moderately free noticeable problems
## 56 repressed very serious situation
## 57 repressed very serious situation
## 58 mostly free satisfactory situation
## 59 mostly unfree difficult situation
## 60 mostly unfree noticeable problems
## 61 moderately free noticeable problems
## 62 mostly free good situation
## 63 moderately free satisfactory situation
## 64 mostly unfree difficult situation
## 65 mostly unfree noticeable problems
## 66 mostly free noticeable problems
## 67 mostly free satisfactory situation
## 68 mostly unfree satisfactory situation
## 69 moderately free noticeable problems
## 71 moderately free difficult situation
## 72 mostly unfree difficult situation
## 73 mostly unfree noticeable problems
## 74 mostly unfree noticeable problems
## 75 mostly unfree noticeable problems
## 76 mostly unfree difficult situation
## 78 moderately free noticeable problems
## 79 mostly free satisfactory situation
## 80 mostly unfree difficult situation
## 81 moderately free difficult situation
## 82 repressed very serious situation
## 84 free good situation
## 85 mostly free noticeable problems
## 86 moderately free satisfactory situation
## 87 moderately free noticeable problems
## 88 moderately free good situation
## 89 mostly free noticeable problems
## 90 moderately free difficult situation
## 91 mostly free difficult situation
## 92 mostly unfree noticeable problems
## 94 repressed very serious situation
## 95 mostly free good situation
## 97 moderately free noticeable problems
## 98 moderately free noticeable problems
## 99 mostly unfree very serious situation
## 100 mostly free satisfactory situation
## 101 mostly unfree noticeable problems
## 102 mostly unfree noticeable problems
## 103 repressed noticeable problems
## 106 mostly free satisfactory situation
## 107 mostly free satisfactory situation
## 108 mostly unfree noticeable problems
## 109 mostly unfree noticeable problems
## 110 mostly free difficult situation
## 112 mostly unfree noticeable problems
## 113 mostly free noticeable problems
## 115 mostly unfree noticeable problems
## 116 mostly free noticeable problems
## 117 moderately free difficult situation
## 119 moderately free noticeable problems
## 121 moderately free noticeable problems
## 122 moderately free noticeable problems
## 123 moderately free difficult situation
## 124 mostly unfree difficult situation
## 125 moderately free satisfactory situation
## 127 mostly unfree noticeable problems
## 128 mostly free good situation
## 129 free good situation
## 130 mostly unfree difficult situation
## 131 mostly unfree noticeable problems
## 132 mostly unfree difficult situation
## 133 moderately free noticeable problems
## 134 mostly free good situation
## 135 moderately free difficult situation
## 136 mostly unfree difficult situation
## 139 moderately free noticeable problems
## 140 mostly unfree satisfactory situation
## 141 moderately free noticeable problems
## 142 moderately free noticeable problems
## 143 moderately free difficult situation
## 144 moderately free noticeable problems
## 145 moderately free good situation
## 146 mostly free difficult situation
## 147 moderately free satisfactory situation
## 148 moderately free difficult situation
## 149 moderately free difficult situation
## 156 moderately free very serious situation
## 157 mostly unfree noticeable problems
## 158 moderately free noticeable problems
## 160 mostly unfree noticeable problems
## 161 free very serious situation
## 162 moderately free satisfactory situation
## 163 moderately free satisfactory situation
## 166 mostly unfree satisfactory situation
## 168 moderately free satisfactory situation
## 169 mostly unfree difficult situation
## 170 repressed difficult situation
## 171 repressed satisfactory situation
## 172 mostly free good situation
## 173 free good situation
## 175 mostly free satisfactory situation
## 176 mostly unfree very serious situation
## 177 moderately free difficult situation
## 178 moderately free difficult situation
## 179 mostly unfree noticeable problems
## 181 mostly unfree satisfactory situation
## 182 mostly unfree noticeable problems
## 183 moderately free difficult situation
## 184 repressed very serious situation
## 186 mostly unfree difficult situation
## 187 mostly unfree noticeable problems
## 188 mostly free difficult situation
## 189 mostly free satisfactory situation
## 190 mostly free satisfactory situation
## 191 moderately free satisfactory situation
## 192 mostly unfree difficult situation
## 194 repressed difficult situation
## 195 moderately free very serious situation
## 197 mostly unfree difficult situation
## 198 repressed difficult situation
## 2020 Democracy Index
## 2 authoritarian regime
## 3 flawed democracy
## 4 authoritarian regime
## 6 authoritarian regime
## 8 flawed democracy
## 9 hybrid regime
## 10 full democracy
## 11 full democracy
## 12 authoritarian regime
## 14 authoritarian regime
## 15 hybrid regime
## 17 authoritarian regime
## 18 flawed democracy
## 20 hybrid regime
## 21 hybrid regime
## 22 hybrid regime
## 23 hybrid regime
## 24 flawed democracy
## 25 flawed democracy
## 27 flawed democracy
## 28 authoritarian regime
## 29 authoritarian regime
## 30 authoritarian regime
## 31 authoritarian regime
## 32 authoritarian regime
## 33 full democracy
## 34 flawed democracy
## 35 authoritarian regime
## 36 authoritarian regime
## 37 full democracy
## 38 authoritarian regime
## 39 flawed democracy
## 40 authoritarian regime
## 41 full democracy
## 42 authoritarian regime
## 43 authoritarian regime
## 44 flawed democracy
## 45 authoritarian regime
## 46 flawed democracy
## 47 flawed democracy
## 48 full democracy
## 49 authoritarian regime
## 51 flawed democracy
## 52 flawed democracy
## 53 flawed democracy
## 54 authoritarian regime
## 55 hybrid regime
## 56 authoritarian regime
## 57 authoritarian regime
## 58 flawed democracy
## 59 authoritarian regime
## 60 authoritarian regime
## 61 hybrid regime
## 62 full democracy
## 63 flawed democracy
## 64 authoritarian regime
## 65 hybrid regime
## 66 hybrid regime
## 67 full democracy
## 68 flawed democracy
## 69 flawed democracy
## 71 hybrid regime
## 72 authoritarian regime
## 73 authoritarian regime
## 74 flawed democracy
## 75 hybrid regime
## 76 hybrid regime
## 78 flawed democracy
## 79 full democracy
## 80 flawed democracy
## 81 flawed democracy
## 82 authoritarian regime
## 84 full democracy
## 85 flawed democracy
## 86 flawed democracy
## 87 hybrid regime
## 88 flawed democracy
## 89 full democracy
## 90 authoritarian regime
## 91 authoritarian regime
## 92 hybrid regime
## 94 authoritarian regime
## 95 full democracy
## 97 authoritarian regime
## 98 hybrid regime
## 99 authoritarian regime
## 100 flawed democracy
## 101 hybrid regime
## 102 flawed democracy
## 103 hybrid regime
## 106 flawed democracy
## 107 full democracy
## 108 hybrid regime
## 109 hybrid regime
## 110 flawed democracy
## 112 authoritarian regime
## 113 flawed democracy
## 115 authoritarian regime
## 116 full democracy
## 117 flawed democracy
## 119 hybrid regime
## 121 flawed democracy
## 122 hybrid regime
## 123 hybrid regime
## 124 authoritarian regime
## 125 flawed democracy
## 127 hybrid regime
## 128 full democracy
## 129 full democracy
## 130 authoritarian regime
## 131 authoritarian regime
## 132 hybrid regime
## 133 hybrid regime
## 134 full democracy
## 135 authoritarian regime
## 136 hybrid regime
## 139 flawed democracy
## 140 flawed democracy
## 141 flawed democracy
## 142 flawed democracy
## 143 flawed democracy
## 144 flawed democracy
## 145 flawed democracy
## 146 authoritarian regime
## 147 flawed democracy
## 148 authoritarian regime
## 149 authoritarian regime
## 156 authoritarian regime
## 157 hybrid regime
## 158 flawed democracy
## 160 hybrid regime
## 161 flawed democracy
## 162 flawed democracy
## 163 flawed democracy
## 166 flawed democracy
## 168 full democracy
## 169 flawed democracy
## 170 authoritarian regime
## 171 flawed democracy
## 172 full democracy
## 173 full democracy
## 175 full democracy
## 176 authoritarian regime
## 177 hybrid regime
## 178 flawed democracy
## 179 authoritarian regime
## 181 flawed democracy
## 182 flawed democracy
## 183 hybrid regime
## 184 authoritarian regime
## 186 hybrid regime
## 187 hybrid regime
## 188 authoritarian regime
## 189 full democracy
## 190 flawed democracy
## 191 full democracy
## 192 authoritarian regime
## 194 authoritarian regime
## 195 authoritarian regime
## 197 hybrid regime
## 198 authoritarian regimedataWS$Country=substr(dataWS$Country,3,100)#CLUSTER5( no seguda de 2-5)
library(cluster)
set.seed(123)
g.dist = daisy(dataWS[,c(2:5)], metric="gower")library(cluster)
library(purrr)
library(factoextra)## Loading required package: ggplot2## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBaset.seed(123)
SUGERIDOS=5
res.pam=pam(g.dist,k = SUGERIDOS,cluster.only = F)
dataWS$pam=res.pam$cluster
res.agnes <- hcut(g.dist, k = SUGERIDOS,hc_func='agnes')
dataWS$agnes=res.agnes$cluster
res.diana <- hcut(g.dist, k = SUGERIDOS,hc_func='diana')
dataWS$diana=res.diana$cluster#cluster3
library(cluster)
set.seed(123)
g.dist = daisy(dataWS[,c(2:5)], metric="gower")set.seed(123)
SUGERIDOS=3
res.pam=pam(g.dist,k = SUGERIDOS,cluster.only = F)
dataWS$pam=res.pam$cluster
res.agnes <- hcut(g.dist, k = SUGERIDOS,hc_func='agnes')
dataWS$agnes=res.agnes$cluster
res.diana <- hcut(g.dist, k = SUGERIDOS,hc_func='diana')
dataWS$diana=res.diana$cluster#Evaluando cual es mejor
fviz_silhouette(res.pam)## cluster size ave.sil.width
## 1 1 64 0.41
## 2 2 49 0.45
## 3 3 84 0.47
fviz_silhouette(res.agnes)## cluster size ave.sil.width
## 1 1 49 0.61
## 2 2 81 0.19
## 3 3 67 0.53
fviz_silhouette(res.diana)## cluster size ave.sil.width
## 1 1 31 0.67
## 2 2 97 0.43
## 3 3 69 0.05
#base2:Democracy Index(falta)(country)
link1 = "https://en.wikipedia.org/wiki/Democracy_Index"
path1 = "/html/body/div[3]/div[3]/div[5]/div[1]/table[6]"
library(htmltab)
dataWS1 = htmltab(link1, path1)
head(dataWS1)## Region 2020 rank Country Regime type 2020 2019 2018 2017
## 2 North America 5 Â Canada Full democracy 9.24 9.22 9.15 9.15
## 3 North America 25 Â United States Flawed democracy 7.92 7.96 7.96 7.98
## 4 Western Europe 18 Â Austria Full democracy 8.16 8.29 8.29 8.42
## 5 Western Europe 36 Â Belgium Flawed democracy 7.51 7.64 7.78 7.78
## 6 Western Europe 34 Â Cyprus Flawed democracy 7.56 7.59 7.59 7.59
## 7 Western Europe 7 Â Denmark Full democracy 9.15 9.22 9.22 9.22
## 2016 2015 2014 2013 2012 2011 2010 2008 2006
## 2 9.15 9.08 9.08 9.08 9.08 9.08 9.08 9.07 9.07
## 3 7.98 8.05 8.11 8.11 8.11 8.11 8.18 8.22 8.22
## 4 8.41 8.54 8.54 8.48 8.62 8.49 8.49 8.49 8.69
## 5 7.77 7.93 7.93 8.05 8.05 8.05 8.05 8.16 8.15
## 6 7.65 7.53 7.40 7.29 7.29 7.29 7.29 7.70 7.60
## 7 9.20 9.11 9.11 9.38 9.52 9.52 9.52 9.52 9.52dataWS1$Country=substr(dataWS1$Country,3,100)dataWS1 = dataWS1[,-c(1,2)]
dataWS1 = dataWS1[,-c(4,5,6,7,8,9,10,11,12,13,14)]#Base3:World Happiness Report(falta)
link3 = "https://en.wikipedia.org/wiki/World_Happiness_Report"
path3 = "/html/body/div[3]/div[3]/div[5]/div[1]/div[11]/table/tbody/tr[2]/td/table"
library(htmltab)
dataWS3 = htmltab(link3, path3)
head(dataWS3)## Overall rank Country or region Score GDP per capita Social support
## 2 1 Â Finland 7.809 1.285 1.500
## 3 2 Â Denmark 7.646 1.327 1.503
## 4 3 Â Â Switzerland 7.560 1.391 1.472
## 5 4 Â Iceland 7.504 1.327 1.548
## 6 5 Â Norway 7.488 1.424 1.495
## 7 6 Â Netherlands 7.449 1.339 1.464
## Healthy life expectancy Freedom to make life choices Generosity
## 2 0.961 0.662 0.160
## 3 0.979 0.665 0.243
## 4 1.041 0.629 0.269
## 5 1.001 0.662 0.362
## 6 1.008 0.670 0.288
## 7 0.976 0.614 0.336
## Perceptions of corruption
## 2 0.478
## 3 0.495
## 4 0.408
## 5 0.145
## 6 0.434
## 7 0.369dataWS3 = dataWS3[,-c(4,9)]
str(dataWS3$Score)## chr [1:153] "7.809" "7.646" "7.560" "7.504" "7.488" "7.449" "7.353" ...dataWS3$Score= as.numeric(dataWS3$Score)library(rio)
data="https://raw.githubusercontent.com/FernandaPizarro/FINAL-ESTADISTICA/main/export.csv"
DATA4 =import(data)#base5:TWF: EDUCACION EXPENDITURES
library(rio)
daa5="https://raw.githubusercontent.com/FernandaPizarro/FINAL-ESTADISTICA/main/export%20(1).csv"
DATA5 =import(daa5)#base6: Current health expenditure (% of GDP) (TWB)
library(rio)
daa6="https://github.com/FernandaPizarro/FINAL-ESTADISTICA/blob/main/API_SH.XPD.CHEX.GD.ZS_DS2_en_excel_v2_3360262.xls?raw=true"
DATA6 =import(daa6)## New names:
## * `` -> ...3
## * `` -> ...4
## * `` -> ...5
## * `` -> ...6
## * `` -> ...7
## * ...dataWS[dataWS == "n/a"] <- NA
na.omit(dataWS)## Country Freedom in the World 2021
## 2 Afghanistan not free
## 3 Albania partly free
## 4 Algeria not free
## 6 Angola not free
## 8 Argentina free
## 9 Armenia partly free
## 10 Australia free
## 11 Austria free
## 12 Azerbaijan not free
## 14 Bahrain not free
## 15 Bangladesh partly free
## 17 Belarus not free
## 18 Belgium free
## 20 Benin partly free
## 21 Bhutan partly free
## 22 Bolivia partly free
## 23 Bosnia and Herzegovina partly free
## 24 Botswana free
## 25 Brazil free
## 27 Bulgaria free
## 28 Burkina Faso partly free
## 29 Burma not free
## 30 Burundi not free
## 31 Cambodia not free
## 32 Cameroon not free
## 33 Canada free
## 34 Cape Verde free
## 35 Central African Republic not free
## 36 Chad not free
## 37 Chile free
## 38 China not free
## 39 Colombia partly free
## 40 Comoros partly free
## 41 Costa Rica free
## 42 Congo, Democratic Republic of the not free
## 43 Congo, Republic of the not free
## 44 Croatia free
## 45 Cuba not free
## 46 Cyprus free
## 47 Czech Republic free
## 48 Denmark free
## 49 Djibouti not free
## 51 Dominican Republic partly free
## 52 East Timor free
## 53 Ecuador partly free
## 54 Egypt not free
## 55 El Salvador partly free
## 56 Equatorial Guinea not free
## 57 Eritrea not free
## 58 Estonia free
## 59 Eswatini not free
## 60 Ethiopia not free
## 61 Fiji partly free
## 62 Finland free
## 63 France free
## 64 Gabon not free
## 65 Gambia partly free
## 66 Georgia partly free
## 67 Germany free
## 68 Ghana free
## 69 Greece free
## 71 Guatemala partly free
## 72 Guinea partly free
## 73 Guinea-Bissau partly free
## 74 Guyana free
## 75 Haiti partly free
## 76 Honduras partly free
## 78 Hungary partly free
## 79 Iceland free
## 80 India partly free
## 81 Indonesia partly free
## 82 Iran not free
## 84 Ireland free
## 85 Israel free
## 86 Italy free
## 87 Ivory Coast partly free
## 88 Jamaica free
## 89 Japan free
## 90 Jordan not free
## 91 Kazakhstan not free
## 92 Kenya partly free
## 94 Korea, North not free
## 95 Korea, South free
## 97 Kuwait partly free
## 98 Kyrgyzstan not free
## 99 Laos not free
## 100 Latvia free
## 101 Lebanon partly free
## 102 Lesotho partly free
## 103 Liberia partly free
## 106 Lithuania free
## 107 Luxembourg free
## 108 Madagascar partly free
## 109 Malawi partly free
## 110 Malaysia partly free
## 112 Mali not free
## 113 Malta free
## 115 Mauritania partly free
## 116 Mauritius free
## 117 Mexico partly free
## 119 Moldova partly free
## 121 Mongolia free
## 122 Montenegro partly free
## 123 Morocco partly free
## 124 Mozambique partly free
## 125 Namibia free
## 127 Â Â Nepal partly free
## 128 Netherlands free
## 129 New Zealand free
## 130 Nicaragua not free
## 131 Niger partly free
## 132 Nigeria partly free
## 133 North Macedonia partly free
## 134 Norway free
## 135 Oman not free
## 136 Pakistan partly free
## 139 Panama free
## 140 Papua New Guinea partly free
## 141 Paraguay partly free
## 142 Peru partly free
## 143 Philippines partly free
## 144 Poland free
## 145 Portugal free
## 146 Qatar not free
## 147 Romania free
## 148 Russia not free
## 149 Rwanda not free
## 156 Saudi Arabia not free
## 157 Senegal partly free
## 158 Serbia partly free
## 160 Sierra Leone partly free
## 161 Singapore partly free
## 162 Slovakia free
## 163 Slovenia free
## 166 South Africa free
## 168 Spain free
## 169 Sri Lanka partly free
## 170 Sudan not free
## 171 Suriname free
## 172 Sweden free
## 173 Â Switzerland free
## 175 Taiwan free
## 176 Tajikistan not free
## 177 Tanzania partly free
## 178 Thailand not free
## 179 Togo partly free
## 181 Trinidad and Tobago free
## 182 Tunisia free
## 183 Turkey not free
## 184 Turkmenistan not free
## 186 Uganda not free
## 187 Ukraine partly free
## 188 United Arab Emirates not free
## 189 United Kingdom free
## 190 United States free
## 191 Uruguay free
## 192 Uzbekistan not free
## 194 Venezuela not free
## 195 Vietnam not free
## 197 Zambia partly free
## 198 Zimbabwe not free
## 2021 Index of Economic Freedom 2021 Press Freedom Index
## 2 mostly unfree difficult situation
## 3 moderately free noticeable problems
## 4 repressed difficult situation
## 6 mostly unfree noticeable problems
## 8 mostly unfree noticeable problems
## 9 mostly free noticeable problems
## 10 free satisfactory situation
## 11 mostly free satisfactory situation
## 12 mostly free very serious situation
## 14 moderately free very serious situation
## 15 mostly unfree difficult situation
## 17 moderately free difficult situation
## 18 mostly free good situation
## 20 mostly unfree difficult situation
## 21 mostly unfree noticeable problems
## 22 repressed difficult situation
## 23 moderately free noticeable problems
## 24 moderately free satisfactory situation
## 25 mostly unfree difficult situation
## 27 mostly free difficult situation
## 28 mostly unfree satisfactory situation
## 29 mostly unfree difficult situation
## 30 repressed difficult situation
## 31 mostly unfree difficult situation
## 32 mostly unfree difficult situation
## 33 mostly free satisfactory situation
## 34 moderately free satisfactory situation
## 35 repressed difficult situation
## 36 mostly unfree difficult situation
## 37 mostly free noticeable problems
## 38 mostly unfree very serious situation
## 39 moderately free difficult situation
## 40 mostly unfree noticeable problems
## 41 moderately free good situation
## 42 repressed difficult situation
## 43 mostly unfree difficult situation
## 44 moderately free noticeable problems
## 45 repressed very serious situation
## 46 mostly free satisfactory situation
## 47 mostly free satisfactory situation
## 48 mostly free good situation
## 49 mostly unfree very serious situation
## 51 moderately free noticeable problems
## 52 repressed noticeable problems
## 53 mostly unfree noticeable problems
## 54 mostly unfree very serious situation
## 55 moderately free noticeable problems
## 56 repressed very serious situation
## 57 repressed very serious situation
## 58 mostly free satisfactory situation
## 59 mostly unfree difficult situation
## 60 mostly unfree noticeable problems
## 61 moderately free noticeable problems
## 62 mostly free good situation
## 63 moderately free satisfactory situation
## 64 mostly unfree difficult situation
## 65 mostly unfree noticeable problems
## 66 mostly free noticeable problems
## 67 mostly free satisfactory situation
## 68 mostly unfree satisfactory situation
## 69 moderately free noticeable problems
## 71 moderately free difficult situation
## 72 mostly unfree difficult situation
## 73 mostly unfree noticeable problems
## 74 mostly unfree noticeable problems
## 75 mostly unfree noticeable problems
## 76 mostly unfree difficult situation
## 78 moderately free noticeable problems
## 79 mostly free satisfactory situation
## 80 mostly unfree difficult situation
## 81 moderately free difficult situation
## 82 repressed very serious situation
## 84 free good situation
## 85 mostly free noticeable problems
## 86 moderately free satisfactory situation
## 87 moderately free noticeable problems
## 88 moderately free good situation
## 89 mostly free noticeable problems
## 90 moderately free difficult situation
## 91 mostly free difficult situation
## 92 mostly unfree noticeable problems
## 94 repressed very serious situation
## 95 mostly free good situation
## 97 moderately free noticeable problems
## 98 moderately free noticeable problems
## 99 mostly unfree very serious situation
## 100 mostly free satisfactory situation
## 101 mostly unfree noticeable problems
## 102 mostly unfree noticeable problems
## 103 repressed noticeable problems
## 106 mostly free satisfactory situation
## 107 mostly free satisfactory situation
## 108 mostly unfree noticeable problems
## 109 mostly unfree noticeable problems
## 110 mostly free difficult situation
## 112 mostly unfree noticeable problems
## 113 mostly free noticeable problems
## 115 mostly unfree noticeable problems
## 116 mostly free noticeable problems
## 117 moderately free difficult situation
## 119 moderately free noticeable problems
## 121 moderately free noticeable problems
## 122 moderately free noticeable problems
## 123 moderately free difficult situation
## 124 mostly unfree difficult situation
## 125 moderately free satisfactory situation
## 127 mostly unfree noticeable problems
## 128 mostly free good situation
## 129 free good situation
## 130 mostly unfree difficult situation
## 131 mostly unfree noticeable problems
## 132 mostly unfree difficult situation
## 133 moderately free noticeable problems
## 134 mostly free good situation
## 135 moderately free difficult situation
## 136 mostly unfree difficult situation
## 139 moderately free noticeable problems
## 140 mostly unfree satisfactory situation
## 141 moderately free noticeable problems
## 142 moderately free noticeable problems
## 143 moderately free difficult situation
## 144 moderately free noticeable problems
## 145 moderately free good situation
## 146 mostly free difficult situation
## 147 moderately free satisfactory situation
## 148 moderately free difficult situation
## 149 moderately free difficult situation
## 156 moderately free very serious situation
## 157 mostly unfree noticeable problems
## 158 moderately free noticeable problems
## 160 mostly unfree noticeable problems
## 161 free very serious situation
## 162 moderately free satisfactory situation
## 163 moderately free satisfactory situation
## 166 mostly unfree satisfactory situation
## 168 moderately free satisfactory situation
## 169 mostly unfree difficult situation
## 170 repressed difficult situation
## 171 repressed satisfactory situation
## 172 mostly free good situation
## 173 free good situation
## 175 mostly free satisfactory situation
## 176 mostly unfree very serious situation
## 177 moderately free difficult situation
## 178 moderately free difficult situation
## 179 mostly unfree noticeable problems
## 181 mostly unfree satisfactory situation
## 182 mostly unfree noticeable problems
## 183 moderately free difficult situation
## 184 repressed very serious situation
## 186 mostly unfree difficult situation
## 187 mostly unfree noticeable problems
## 188 mostly free difficult situation
## 189 mostly free satisfactory situation
## 190 mostly free satisfactory situation
## 191 moderately free satisfactory situation
## 192 mostly unfree difficult situation
## 194 repressed difficult situation
## 195 moderately free very serious situation
## 197 mostly unfree difficult situation
## 198 repressed difficult situation
## 2020 Democracy Index pam agnes diana
## 2 authoritarian regime 1 1 1
## 3 flawed democracy 2 2 2
## 4 authoritarian regime 1 1 1
## 6 authoritarian regime 1 2 3
## 8 flawed democracy 3 2 2
## 9 hybrid regime 2 2 3
## 10 full democracy 3 3 2
## 11 full democracy 3 3 2
## 12 authoritarian regime 1 1 3
## 14 authoritarian regime 1 1 3
## 15 hybrid regime 2 2 3
## 17 authoritarian regime 1 1 1
## 18 flawed democracy 3 3 2
## 20 hybrid regime 2 2 3
## 21 hybrid regime 2 2 3
## 22 hybrid regime 2 2 3
## 23 hybrid regime 2 2 3
## 24 flawed democracy 3 3 2
## 25 flawed democracy 3 2 2
## 27 flawed democracy 3 2 2
## 28 authoritarian regime 1 3 3
## 29 authoritarian regime 1 1 1
## 30 authoritarian regime 1 1 1
## 31 authoritarian regime 1 1 1
## 32 authoritarian regime 1 1 1
## 33 full democracy 3 3 2
## 34 flawed democracy 3 3 2
## 35 authoritarian regime 1 1 1
## 36 authoritarian regime 1 1 1
## 37 full democracy 3 3 2
## 38 authoritarian regime 1 1 3
## 39 flawed democracy 1 2 2
## 40 authoritarian regime 2 2 3
## 41 full democracy 3 3 2
## 42 authoritarian regime 1 1 1
## 43 authoritarian regime 1 1 1
## 44 flawed democracy 3 2 2
## 45 authoritarian regime 1 1 3
## 46 flawed democracy 3 3 2
## 47 flawed democracy 3 3 2
## 48 full democracy 3 3 2
## 49 authoritarian regime 1 1 3
## 51 flawed democracy 2 2 2
## 52 flawed democracy 3 2 2
## 53 flawed democracy 2 2 2
## 54 authoritarian regime 1 1 3
## 55 hybrid regime 2 2 3
## 56 authoritarian regime 1 1 3
## 57 authoritarian regime 1 1 3
## 58 flawed democracy 3 3 2
## 59 authoritarian regime 1 1 1
## 60 authoritarian regime 1 2 3
## 61 hybrid regime 2 2 3
## 62 full democracy 3 3 2
## 63 flawed democracy 3 3 2
## 64 authoritarian regime 1 1 1
## 65 hybrid regime 2 2 3
## 66 hybrid regime 2 2 3
## 67 full democracy 3 3 2
## 68 flawed democracy 3 3 2
## 69 flawed democracy 3 2 2
## 71 hybrid regime 2 2 3
## 72 authoritarian regime 1 1 1
## 73 authoritarian regime 2 2 3
## 74 flawed democracy 3 2 2
## 75 hybrid regime 2 2 3
## 76 hybrid regime 2 2 3
## 78 flawed democracy 2 2 2
## 79 full democracy 3 3 2
## 80 flawed democracy 1 2 3
## 81 flawed democracy 1 2 2
## 82 authoritarian regime 1 1 3
## 84 full democracy 3 3 2
## 85 flawed democracy 3 2 2
## 86 flawed democracy 3 3 2
## 87 hybrid regime 2 2 3
## 88 flawed democracy 3 3 2
## 89 full democracy 3 3 2
## 90 authoritarian regime 1 1 1
## 91 authoritarian regime 1 1 1
## 92 hybrid regime 2 2 3
## 94 authoritarian regime 1 1 3
## 95 full democracy 3 3 2
## 97 authoritarian regime 2 2 3
## 98 hybrid regime 2 2 3
## 99 authoritarian regime 1 1 3
## 100 flawed democracy 3 3 2
## 101 hybrid regime 2 2 3
## 102 flawed democracy 2 2 2
## 103 hybrid regime 2 2 3
## 106 flawed democracy 3 3 2
## 107 full democracy 3 3 2
## 108 hybrid regime 2 2 3
## 109 hybrid regime 2 2 3
## 110 flawed democracy 1 2 2
## 112 authoritarian regime 1 2 3
## 113 flawed democracy 3 2 2
## 115 authoritarian regime 2 2 3
## 116 full democracy 3 3 2
## 117 flawed democracy 1 2 2
## 119 hybrid regime 2 2 3
## 121 flawed democracy 3 2 2
## 122 hybrid regime 2 2 3
## 123 hybrid regime 2 2 3
## 124 authoritarian regime 1 1 1
## 125 flawed democracy 3 3 2
## 127 hybrid regime 2 2 3
## 128 full democracy 3 3 2
## 129 full democracy 3 3 2
## 130 authoritarian regime 1 1 1
## 131 authoritarian regime 2 2 3
## 132 hybrid regime 2 2 3
## 133 hybrid regime 2 2 3
## 134 full democracy 3 3 2
## 135 authoritarian regime 1 1 1
## 136 hybrid regime 2 2 3
## 139 flawed democracy 3 2 2
## 140 flawed democracy 3 3 2
## 141 flawed democracy 2 2 2
## 142 flawed democracy 2 2 2
## 143 flawed democracy 1 2 2
## 144 flawed democracy 3 2 2
## 145 flawed democracy 3 3 2
## 146 authoritarian regime 1 1 1
## 147 flawed democracy 3 3 2
## 148 authoritarian regime 1 1 1
## 149 authoritarian regime 1 1 1
## 156 authoritarian regime 1 1 3
## 157 hybrid regime 2 2 3
## 158 flawed democracy 2 2 2
## 160 hybrid regime 2 2 3
## 161 flawed democracy 3 2 2
## 162 flawed democracy 3 3 2
## 163 flawed democracy 3 3 2
## 166 flawed democracy 3 3 2
## 168 full democracy 3 3 2
## 169 flawed democracy 1 2 3
## 170 authoritarian regime 1 1 1
## 171 flawed democracy 3 3 2
## 172 full democracy 3 3 2
## 173 full democracy 3 3 2
## 175 full democracy 3 3 2
## 176 authoritarian regime 1 1 3
## 177 hybrid regime 2 2 3
## 178 flawed democracy 1 2 1
## 179 authoritarian regime 2 2 3
## 181 flawed democracy 3 3 2
## 182 flawed democracy 3 2 2
## 183 hybrid regime 1 2 3
## 184 authoritarian regime 1 1 3
## 186 hybrid regime 1 2 3
## 187 hybrid regime 2 2 3
## 188 authoritarian regime 1 1 1
## 189 full democracy 3 3 2
## 190 flawed democracy 3 3 2
## 191 full democracy 3 3 2
## 192 authoritarian regime 1 1 1
## 194 authoritarian regime 1 1 1
## 195 authoritarian regime 1 1 3
## 197 hybrid regime 2 2 3
## 198 authoritarian regime 1 1 1dataWS$Country=substr(dataWS$Country,3,100)
DATA6 = DATA6[,-c(5:50)]
dataWS$`Freedom in the World 2021` =factor(dataWS$`Freedom in the World 2021`,
levels=c("not free","partly free","free"),
ordered = T)
dataWS$`2021 Index of Economic Freedom`=as.factor(dataWS$`2021 Index of Economic Freedom`)
dataWS$`2021 Press Freedom Index`=as.factor(dataWS$`2021 Press Freedom Index`)
dataWS$`2020 Democracy Index`=as.factor(dataWS$`2020 Democracy Index`)#base7: TWB: INFANT MORTALITY RATE
library(rio)
daa7="https://raw.githubusercontent.com/FernandaPizarro/FINAL-ESTADISTICA/main/export%20(2).csv"
DATA7 =import(daa7)#base8: TQF: NET MIGRATION RATE
library(rio)
daa8="https://raw.githubusercontent.com/FernandaPizarro/FINAL-ESTADISTICA/main/export%20(3).csv"
DATA8 =import(daa8)#base9: TWF- UNEMPLOYMENT
library(rio)
daa9="https://raw.githubusercontent.com/FernandaPizarro/FINAL-ESTADISTICA/main/export%20(4).csv"
DATA9 =import(daa9)