LINKFELICIDAD="https://en.wikipedia.org/wiki/World_Happiness_Report"
library(htmltab)
## Warning: package 'htmltab' was built under R version 4.0.2
felicidad=htmltab(doc = LINKFELICIDAD,
which ='//*[@id="mw-content-text"]/div[1]/table')
names(felicidad)=c("Puesto", "Pais", "Puntuacion", "PBI", "Asistencia", "ExpectVida", "Decisiones", "Generosidad", "PercepciónCorrup")
felicidad=felicidad[,-1]
felicidad[,c(2:8)]=lapply(felicidad[,c(2:8)],as.numeric)
str(felicidad)
## 'data.frame': 153 obs. of 8 variables:
## $ Pais : chr "Â Finland" "Â Denmark" "Â Â Switzerland" "Â Iceland" ...
## $ Puntuacion : num 7.81 7.65 7.56 7.5 7.49 ...
## $ PBI : num 1.28 1.33 1.39 1.33 1.42 ...
## $ Asistencia : num 1.5 1.5 1.47 1.55 1.5 ...
## $ ExpectVida : num 0.961 0.979 1.041 1.001 1.008 ...
## $ Decisiones : num 0.662 0.665 0.629 0.662 0.67 0.614 0.65 0.647 0.603 0.61 ...
## $ Generosidad : num 0.16 0.243 0.269 0.362 0.288 0.336 0.273 0.326 0.256 0.196 ...
## $ PercepciónCorrup: num 0.478 0.495 0.408 0.145 0.434 0.369 0.442 0.461 0.281 0.367 ...
LINKDEMOCRACIA="https://en.wikipedia.org/wiki/Democracy_Index"
library(htmltab)
democracia=htmltab(doc=LINKDEMOCRACIA,which='//*[@id="mw-content-text"]/div[1]/table[2]')
democracia=democracia[,-1]
democracia=democracia[,-10]
names(democracia)=c("Pais", "Democracia", "PE", "FG", "Participación", "Cultura", "Libertad", "Regimen", "Region")
democracia[,c(2:6)]=lapply(democracia[,c(2:6)],as.numeric)
democracia$Regimen=as.ordered(democracia$Regimen)
democracia$Region=as.factor(democracia$Region)
str(democracia)
## 'data.frame': 167 obs. of 9 variables:
## $ Pais : chr "Â Norway" "Â Iceland" "Â Sweden" "Â New Zealand" ...
## $ Democracia : num 9.87 9.58 9.39 9.26 9.25 9.24 9.22 9.22 9.09 9.03 ...
## $ PE : num 10 10 9.58 10 10 10 10 9.58 10 9.58 ...
## $ FG : num 9.64 9.29 9.64 9.29 8.93 7.86 9.29 9.64 8.93 9.29 ...
## $ Participación: num 10 8.89 8.33 8.89 8.89 8.33 8.33 7.78 7.78 7.78 ...
## $ Cultura : num 10 10 10 8.13 8.75 10 9.38 9.38 8.75 9.38 ...
## $ Libertad : chr "9.71" "9.71" "9.41" "10.00" ...
## $ Regimen : Ord.factor w/ 4 levels "Authoritarian"<..: 3 3 3 3 3 3 3 3 3 3 ...
## $ Region : Factor w/ 7 levels "Asia & Australasia",..: 7 7 7 1 7 7 7 5 1 7 ...
LINKLIBERTAD="https://en.wikipedia.org/wiki/List_of_freedom_indices"
library(htmltab)
libertad=htmltab(doc=LINKLIBERTAD,which='//*[@id="mw-content-text"]/div[1]/table[2]')
libertad=libertad[,-5]
names(libertad)=c("Pais", "Libertad", "Economía", "LP")
libertad
## Pais Libertad Economía
## 2 Â Afghanistan not free mostly unfree
## 3 Â Albania partly free moderately free
## 4 Â Algeria not free repressed
## 5 Â Andorra free n/a
## 6 Â Angola not free mostly unfree
## 7 Â Antigua and Barbuda free n/a
## 8 Â Argentina free mostly unfree
## 9 Â Armenia partly free mostly free
## 10 Â Australia free free
## 11 Â Austria free mostly free
## 12 Â Azerbaijan not free moderately free
## 13 Â Bahamas free moderately free
## 14 Â Bahrain not free moderately free
## 15 Â Bangladesh partly free mostly unfree
## 16 Â Barbados free moderately free
## 17 Â Belarus not free moderately free
## 18 Â Belgium free moderately free
## 19 Â Belize free mostly unfree
## 20 Â Benin partly free mostly unfree
## 21 Â Bhutan partly free moderately free
## 22 Â Bolivia partly free repressed
## 23 Â Bosnia and Herzegovina partly free moderately free
## 24 Â Botswana free moderately free
## 25 Â Brazil free mostly unfree
## 26 Â Brunei not free moderately free
## 27 Â Bulgaria free mostly free
## 28 Â Burkina Faso partly free mostly unfree
## 29 Â Burma not free mostly unfree
## 30 Â Burundi not free repressed
## 31 Â Cambodia not free mostly unfree
## 32 Â Cameroon not free mostly unfree
## 33 Â Canada free mostly free
## 34 Â Cape Verde free moderately free
## 35 Â Central African Republic not free mostly unfree
## 36 Â Chad not free mostly unfree
## 37 Â Chile free mostly free
## 38 Â China not free mostly unfree
## 39 Â Colombia partly free moderately free
## 40 Â Comoros partly free mostly unfree
## 41 Â Costa Rica free moderately free
## 42 Â Congo, Democratic Republic of the not free repressed
## 43 Â Congo, Republic of the not free repressed
## 44 Â Croatia free moderately free
## 45 Â Cuba not free repressed
## 46 Â Cyprus free mostly free
## 47 Â Czech Republic free mostly free
## 48 Â Denmark free mostly free
## 49 Â Djibouti not free mostly unfree
## 50 Â Dominica free moderately free
## 51 Â Dominican Republic partly free moderately free
## 52 Â East Timor free repressed
## 53 Â Ecuador partly free mostly unfree
## 54 Â Egypt not free mostly unfree
## 55 Â El Salvador partly free moderately free
## 56 Â Equatorial Guinea not free repressed
## 57 Â Eritrea not free repressed
## 58 Â Estonia free mostly free
## 59 Â Eswatini not free mostly unfree
## 60 Â Ethiopia not free mostly unfree
## 61 Â Fiji partly free moderately free
## 62 Â Finland free mostly free
## 63 Â France free moderately free
## 64 Â Gabon not free mostly unfree
## 65 Â Gambia partly free mostly unfree
## 66 Â Georgia partly free mostly free
## 67 Â Germany free mostly free
## 68 Â Ghana free mostly unfree
## 69 Â Greece free mostly unfree
## 70 Â Grenada free n/a
## 71 Â Guatemala partly free moderately free
## 72 Â Guinea partly free mostly unfree
## 73 Â Guinea-Bissau partly free mostly unfree
## 74 Â Guyana free mostly unfree
## 75 Â Haiti partly free mostly unfree
## 76 Â Honduras partly free moderately free
## 77 Â Hong Kong partly free free
## 78 Â Hungary partly free moderately free
## 79 Â Iceland free mostly free
## 80 Â India free mostly unfree
## 81 Â Indonesia partly free moderately free
## 82 Â Iran not free repressed
## 83 Â Iraq not free n/a
## 84 Â Ireland free free
## 85 Â Israel free mostly free
## 86 Â Italy free moderately free
## 87 Â Ivory Coast partly free mostly unfree
## 88 Â Jamaica free moderately free
## 89 Â Japan free mostly free
## 90 Â Jordan partly free moderately free
## 91 Â Kazakhstan not free moderately free
## 92 Â Kenya partly free mostly unfree
## 93 Â Kiribati free repressed
## 94 Â Korea, North not free repressed
## 95 Â Korea, South free mostly free
## 96 Â Kosovo partly free moderately free
## 97 Â Kuwait partly free moderately free
## 98 Â Kyrgyzstan partly free moderately free
## 99 Â Laos not free mostly unfree
## 100 Â Latvia free mostly free
## 101 Â Lebanon partly free mostly unfree
## 102 Â Lesotho partly free mostly unfree
## 103 Â Liberia partly free repressed
## 104 Â Libya not free n/a
## 105 Â Liechtenstein free n/a
## 106 Â Lithuania free mostly free
## 107 Â Luxembourg free mostly free
## 108 Â Macau n/a mostly free
## 109 Â Madagascar partly free moderately free
## 110 Â Malawi partly free mostly unfree
## 111 Â Malaysia partly free mostly free
## 112 Â Maldives partly free mostly unfree
## 113 Â Mali partly free mostly unfree
## 114 Â Malta free moderately free
## 115 Â Marshall Islands free n/a
## 116 Â Mauritania partly free mostly unfree
## 117 Â Mauritius free mostly free
## 118 Â Mexico partly free moderately free
## 119 Â Micronesia, Federated States of free mostly unfree
## 120 Â Moldova partly free moderately free
## 121 Â Monaco free n/a
## 122 Â Mongolia free mostly unfree
## 123 Â Montenegro partly free moderately free
## 124 Â Morocco partly free moderately free
## 125 Â Mozambique partly free mostly unfree
## 126 Â Namibia free moderately free
## 127 Â Nauru free n/a
## 128 Â Â Â Nepal partly free mostly unfree
## 129 Â Netherlands free mostly free
## 130 Â New Zealand free free
## 131 Â Nicaragua not free mostly unfree
## 132 Â Niger partly free mostly unfree
## 133 Â Nigeria partly free mostly unfree
## 134 Â North Macedonia partly free moderately free
## 135 Â Norway free mostly free
## 136 Â Oman not free moderately free
## 137 Â Pakistan partly free mostly unfree
## 138 Â Palau free n/a
## 139 Â Palestine not free n/a
## 140 Â Panama free moderately free
## 141 Â Papua New Guinea partly free mostly unfree
## 142 Â Paraguay partly free moderately free
## 143 Â Peru free moderately free
## 144 Â Philippines partly free moderately free
## 145 Â Poland free moderately free
## 146 Â Portugal free moderately free
## 147 Â Qatar not free mostly free
## 148 Â Romania free moderately free
## 149 Â Russia not free moderately free
## 150 Â Rwanda not free mostly free
## 151 Â Saint Kitts and Nevis free n/a
## 152 Â Saint Lucia free moderately free
## 153 Â Saint Vincent and the Grenadines free moderately free
## 154 Â Samoa free moderately free
## 155 Â San Marino free n/a
## 156  São Tomé and PrÃncipe free mostly unfree
## 157 Â Saudi Arabia not free moderately free
## 158 Â Senegal partly free mostly unfree
## 159 Â Serbia partly free moderately free
## 160 Â Seychelles partly free moderately free
## 161 Â Sierra Leone partly free repressed
## 162 Â Singapore partly free free
## 163 Â Slovakia free moderately free
## 164 Â Slovenia free moderately free
## 165 Â Solomon Islands free mostly unfree
## 166 Â Somalia not free n/a
## 167 Â South Africa free mostly unfree
## 168 Â South Sudan not free n/a
## 169 Â Spain free moderately free
## 170 Â Sri Lanka partly free mostly unfree
## 171 Â Sudan not free repressed
## 172 Â Suriname free repressed
## 173 Â Sweden free mostly free
## 174 Â Â Switzerland free free
## 175 Â Syria not free n/a
## 176 Â Taiwan free mostly free
## 177 Â Tajikistan not free mostly unfree
## 178 Â Tanzania partly free moderately free
## 179 Â Thailand partly free moderately free
## 180 Â Togo partly free mostly unfree
## 181 Â Tonga free mostly unfree
## 182 Â Trinidad and Tobago free mostly unfree
## 183 Â Tunisia free mostly unfree
## 184 Â Turkey not free moderately free
## 185 Â Turkmenistan not free repressed
## 186 Â Tuvalu free n/a
## 187 Â Uganda not free mostly unfree
## 188 Â Ukraine partly free mostly unfree
## 189 Â United Arab Emirates not free mostly free
## 190 Â United Kingdom free mostly free
## 191 Â United States free mostly free
## 192 Â Uruguay free moderately free
## 193 Â Uzbekistan not free mostly unfree
## 194 Â Vanuatu free moderately free
## 195 Â Venezuela not free repressed
## 196 Â Vietnam not free mostly unfree
## 197 Â Yemen not free n/a
## 198 Â Zambia partly free mostly unfree
## 199 Â Zimbabwe partly free repressed
## LP
## 2 difficult situation
## 3 noticeable problems
## 4 difficult situation
## 5 satisfactory situation
## 6 noticeable problems
## 7 satisfactory situation
## 8 noticeable problems
## 9 noticeable problems
## 10 satisfactory situation
## 11 satisfactory situation
## 12 very serious situation
## 13 n/a
## 14 very serious situation
## 15 difficult situation
## 16 n/a
## 17 difficult situation
## 18 good situation
## 19 noticeable problems
## 20 difficult situation
## 21 noticeable problems
## 22 difficult situation
## 23 noticeable problems
## 24 satisfactory situation
## 25 noticeable problems
## 26 difficult situation
## 27 difficult situation
## 28 satisfactory situation
## 29 difficult situation
## 30 very serious situation
## 31 difficult situation
## 32 difficult situation
## 33 satisfactory situation
## 34 satisfactory situation
## 35 difficult situation
## 36 difficult situation
## 37 noticeable problems
## 38 very serious situation
## 39 difficult situation
## 40 noticeable problems
## 41 good situation
## 42 difficult situation
## 43 difficult situation
## 44 noticeable problems
## 45 very serious situation
## 46 satisfactory situation
## 47 satisfactory situation
## 48 good situation
## 49 very serious situation
## 50 satisfactory situation
## 51 noticeable problems
## 52 noticeable problems
## 53 noticeable problems
## 54 very serious situation
## 55 noticeable problems
## 56 very serious situation
## 57 very serious situation
## 58 good situation
## 59 difficult situation
## 60 noticeable problems
## 61 noticeable problems
## 62 good situation
## 63 satisfactory situation
## 64 difficult situation
## 65 noticeable problems
## 66 noticeable problems
## 67 good situation
## 68 satisfactory situation
## 69 noticeable problems
## 70 satisfactory situation
## 71 difficult situation
## 72 noticeable problems
## 73 noticeable problems
## 74 noticeable problems
## 75 noticeable problems
## 76 difficult situation
## 77 noticeable problems
## 78 noticeable problems
## 79 satisfactory situation
## 80 difficult situation
## 81 difficult situation
## 82 very serious situation
## 83 very serious situation
## 84 good situation
## 85 noticeable problems
## 86 satisfactory situation
## 87 noticeable problems
## 88 good situation
## 89 noticeable problems
## 90 difficult situation
## 91 difficult situation
## 92 noticeable problems
## 93 n/a
## 94 very serious situation
## 95 satisfactory situation
## 96 noticeable problems
## 97 noticeable problems
## 98 noticeable problems
## 99 very serious situation
## 100 satisfactory situation
## 101 noticeable problems
## 102 noticeable problems
## 103 noticeable problems
## 104 very serious situation
## 105 satisfactory situation
## 106 satisfactory situation
## 107 satisfactory situation
## 108 n/a
## 109 noticeable problems
## 110 noticeable problems
## 111 noticeable problems
## 112 noticeable problems
## 113 noticeable problems
## 114 noticeable problems
## 115 n/a
## 116 noticeable problems
## 117 noticeable problems
## 118 difficult situation
## 119 n/a
## 120 noticeable problems
## 121 n/a
## 122 noticeable problems
## 123 noticeable problems
## 124 difficult situation
## 125 noticeable problems
## 126 satisfactory situation
## 127 n/a
## 128 difficult situation
## 129 good situation
## 130 good situation
## 131 difficult situation
## 132 noticeable problems
## 133 difficult situation
## 134 noticeable problems
## 135 good situation
## 136 difficult situation
## 137 difficult situation
## 138 n/a
## 139 difficult situation
## 140 noticeable problems
## 141 satisfactory situation
## 142 noticeable problems
## 143 noticeable problems
## 144 difficult situation
## 145 noticeable problems
## 146 good situation
## 147 difficult situation
## 148 noticeable problems
## 149 difficult situation
## 150 difficult situation
## 151 satisfactory situation
## 152 satisfactory situation
## 153 satisfactory situation
## 154 satisfactory situation
## 155 n/a
## 156 n/a
## 157 very serious situation
## 158 satisfactory situation
## 159 noticeable problems
## 160 noticeable problems
## 161 noticeable problems
## 162 very serious situation
## 163 satisfactory situation
## 164 satisfactory situation
## 165 n/a
## 166 very serious situation
## 167 satisfactory situation
## 168 difficult situation
## 169 satisfactory situation
## 170 difficult situation
## 171 very serious situation
## 172 satisfactory situation
## 173 good situation
## 174 good situation
## 175 very serious situation
## 176 satisfactory situation
## 177 very serious situation
## 178 difficult situation
## 179 difficult situation
## 180 noticeable problems
## 181 noticeable problems
## 182 satisfactory situation
## 183 noticeable problems
## 184 difficult situation
## 185 very serious situation
## 186 n/a
## 187 difficult situation
## 188 noticeable problems
## 189 difficult situation
## 190 satisfactory situation
## 191 satisfactory situation
## 192 satisfactory situation
## 193 difficult situation
## 194 n/a
## 195 difficult situation
## 196 very serious situation
## 197 very serious situation
## 198 difficult situation
## 199 difficult situation
libertadfelicidad= merge(libertad,felicidad, by = 'Pais',all=F)
data= merge(libertadfelicidad,democracia, by = 'Pais',all=F)
data
## Pais Libertad.x Economía
## 1 Â Â Â Nepal partly free mostly unfree
## 2 Â Â Switzerland free free
## 3 Â Afghanistan not free mostly unfree
## 4 Â Albania partly free moderately free
## 5 Â Algeria not free repressed
## 6 Â Argentina free mostly unfree
## 7 Â Armenia partly free mostly free
## 8 Â Australia free free
## 9 Â Austria free mostly free
## 10 Â Azerbaijan not free moderately free
## 11 Â Bahrain not free moderately free
## 12 Â Bangladesh partly free mostly unfree
## 13 Â Belarus not free moderately free
## 14 Â Belgium free moderately free
## 15 Â Benin partly free mostly unfree
## 16 Â Bolivia partly free repressed
## 17 Â Bosnia and Herzegovina partly free moderately free
## 18 Â Botswana free moderately free
## 19 Â Brazil free mostly unfree
## 20 Â Bulgaria free mostly free
## 21 Â Burkina Faso partly free mostly unfree
## 22 Â Burundi not free repressed
## 23 Â Cambodia not free mostly unfree
## 24 Â Cameroon not free mostly unfree
## 25 Â Canada free mostly free
## 26 Â Central African Republic not free mostly unfree
## 27 Â Chad not free mostly unfree
## 28 Â Chile free mostly free
## 29 Â China not free mostly unfree
## 30 Â Colombia partly free moderately free
## 31 Â Comoros partly free mostly unfree
## 32 Â Costa Rica free moderately free
## 33 Â Croatia free moderately free
## 34 Â Cyprus free mostly free
## 35 Â Czech Republic free mostly free
## 36 Â Denmark free mostly free
## 37 Â Dominican Republic partly free moderately free
## 38 Â Ecuador partly free mostly unfree
## 39 Â Egypt not free mostly unfree
## 40 Â El Salvador partly free moderately free
## 41 Â Estonia free mostly free
## 42 Â Ethiopia not free mostly unfree
## 43 Â Finland free mostly free
## 44 Â France free moderately free
## 45 Â Gabon not free mostly unfree
## 46 Â Gambia partly free mostly unfree
## 47 Â Georgia partly free mostly free
## 48 Â Germany free mostly free
## 49 Â Ghana free mostly unfree
## 50 Â Greece free mostly unfree
## 51 Â Guatemala partly free moderately free
## 52 Â Guinea partly free mostly unfree
## 53 Â Haiti partly free mostly unfree
## 54 Â Honduras partly free moderately free
## 55 Â Hong Kong partly free free
## 56 Â Hungary partly free moderately free
## 57 Â Iceland free mostly free
## 58 Â India free mostly unfree
## 59 Â Indonesia partly free moderately free
## 60 Â Iran not free repressed
## 61 Â Iraq not free n/a
## 62 Â Ireland free free
## 63 Â Israel free mostly free
## 64 Â Italy free moderately free
## 65 Â Ivory Coast partly free mostly unfree
## 66 Â Jamaica free moderately free
## 67 Â Japan free mostly free
## 68 Â Jordan partly free moderately free
## 69 Â Kazakhstan not free moderately free
## 70 Â Kenya partly free mostly unfree
## 71 Â Kuwait partly free moderately free
## 72 Â Kyrgyzstan partly free moderately free
## 73 Â Laos not free mostly unfree
## 74 Â Latvia free mostly free
## 75 Â Lebanon partly free mostly unfree
## 76 Â Lesotho partly free mostly unfree
## 77 Â Liberia partly free repressed
## 78 Â Libya not free n/a
## 79 Â Lithuania free mostly free
## 80 Â Luxembourg free mostly free
## 81 Â Madagascar partly free moderately free
## 82 Â Malawi partly free mostly unfree
## 83 Â Malaysia partly free mostly free
## 84 Â Mali partly free mostly unfree
## 85 Â Malta free moderately free
## 86 Â Mauritania partly free mostly unfree
## 87 Â Mauritius free mostly free
## 88 Â Mexico partly free moderately free
## 89 Â Moldova partly free moderately free
## 90 Â Mongolia free mostly unfree
## 91 Â Montenegro partly free moderately free
## 92 Â Morocco partly free moderately free
## 93 Â Mozambique partly free mostly unfree
## 94 Â Namibia free moderately free
## 95 Â Netherlands free mostly free
## 96 Â New Zealand free free
## 97 Â Nicaragua not free mostly unfree
## 98 Â Niger partly free mostly unfree
## 99 Â Nigeria partly free mostly unfree
## 100 Â Norway free mostly free
## 101 Â Pakistan partly free mostly unfree
## 102 Â Palestine not free n/a
## 103 Â Panama free moderately free
## 104 Â Paraguay partly free moderately free
## 105 Â Peru free moderately free
## 106 Â Philippines partly free moderately free
## 107 Â Poland free moderately free
## 108 Â Portugal free moderately free
## 109 Â Romania free moderately free
## 110 Â Russia not free moderately free
## 111 Â Rwanda not free mostly free
## 112 Â Saudi Arabia not free moderately free
## 113 Â Senegal partly free mostly unfree
## 114 Â Serbia partly free moderately free
## 115 Â Sierra Leone partly free repressed
## 116 Â Singapore partly free free
## 117 Â Slovakia free moderately free
## 118 Â Slovenia free moderately free
## 119 Â South Africa free mostly unfree
## 120 Â Spain free moderately free
## 121 Â Sri Lanka partly free mostly unfree
## 122 Â Sweden free mostly free
## 123 Â Taiwan free mostly free
## 124 Â Tajikistan not free mostly unfree
## 125 Â Tanzania partly free moderately free
## 126 Â Thailand partly free moderately free
## 127 Â Togo partly free mostly unfree
## 128 Â Trinidad and Tobago free mostly unfree
## 129 Â Tunisia free mostly unfree
## 130 Â Turkey not free moderately free
## 131 Â Turkmenistan not free repressed
## 132 Â Uganda not free mostly unfree
## 133 Â Ukraine partly free mostly unfree
## 134 Â United Arab Emirates not free mostly free
## 135 Â United Kingdom free mostly free
## 136 Â United States free mostly free
## 137 Â Uruguay free moderately free
## 138 Â Uzbekistan not free mostly unfree
## 139 Â Venezuela not free repressed
## 140 Â Vietnam not free mostly unfree
## 141 Â Yemen not free n/a
## 142 Â Zambia partly free mostly unfree
## 143 Â Zimbabwe partly free repressed
## LP Puntuacion PBI Asistencia ExpectVida Decisiones
## 1 difficult situation 5.137 0.444 1.101 0.669 0.481
## 2 good situation 7.560 1.391 1.472 1.041 0.629
## 3 difficult situation 2.567 0.301 0.356 0.266 0.000
## 4 noticeable problems 4.883 0.907 0.830 0.846 0.462
## 5 difficult situation 5.005 0.944 1.143 0.745 0.084
## 6 noticeable problems 5.975 1.028 1.373 0.850 0.521
## 7 noticeable problems 4.677 0.808 1.035 0.776 0.378
## 8 satisfactory situation 7.223 1.310 1.477 1.023 0.622
## 9 satisfactory situation 7.294 1.317 1.437 1.001 0.603
## 10 very serious situation 5.165 0.990 1.181 0.731 0.468
## 11 very serious situation 6.227 1.297 1.315 0.839 0.610
## 12 difficult situation 4.833 0.556 0.869 0.695 0.604
## 13 difficult situation 5.540 1.019 1.387 0.753 0.291
## 14 good situation 6.864 1.296 1.399 0.965 0.500
## 15 difficult situation 5.216 0.366 0.352 0.328 0.406
## 16 difficult situation 5.747 0.731 1.142 0.662 0.574
## 17 noticeable problems 5.674 0.918 1.204 0.814 0.305
## 18 satisfactory situation 3.479 0.998 1.086 0.494 0.509
## 19 noticeable problems 6.376 0.953 1.363 0.766 0.483
## 20 difficult situation 5.102 1.047 1.461 0.778 0.418
## 21 satisfactory situation 4.769 0.302 0.929 0.313 0.322
## 22 very serious situation 3.775 0.000 0.404 0.295 0.275
## 23 difficult situation 4.848 0.545 1.071 0.588 0.675
## 24 difficult situation 5.085 0.504 0.900 0.270 0.439
## 25 satisfactory situation 7.232 1.302 1.435 1.023 0.644
## 26 difficult situation 3.476 0.041 0.000 0.000 0.293
## 27 difficult situation 4.423 0.302 0.739 0.109 0.229
## 28 noticeable problems 6.228 1.097 1.323 0.889 0.417
## 29 very serious situation 5.124 0.991 1.132 0.867 0.602
## 30 difficult situation 6.163 0.932 1.334 0.810 0.527
## 31 noticeable problems 4.289 0.416 0.723 0.437 0.181
## 32 good situation 7.121 0.981 1.375 0.940 0.645
## 33 noticeable problems 5.505 1.109 1.311 0.901 0.381
## 34 satisfactory situation 6.159 1.213 1.149 1.026 0.459
## 35 satisfactory situation 6.911 1.212 1.405 0.895 0.506
## 36 good situation 7.646 1.327 1.503 0.979 0.665
## 37 noticeable problems 5.689 0.983 1.329 0.742 0.563
## 38 noticeable problems 5.925 0.853 1.221 0.839 0.555
## 39 very serious situation 4.151 0.875 0.983 0.597 0.374
## 40 noticeable problems 6.348 0.749 1.149 0.753 0.524
## 41 good situation 6.022 1.192 1.453 0.843 0.577
## 42 noticeable problems 4.186 0.315 1.001 0.484 0.413
## 43 good situation 7.809 1.285 1.500 0.961 0.662
## 44 satisfactory situation 6.664 1.268 1.459 1.030 0.514
## 45 difficult situation 4.829 0.988 1.106 0.523 0.369
## 46 noticeable problems 4.751 0.257 0.883 0.353 0.403
## 47 noticeable problems 4.673 0.847 0.731 0.695 0.485
## 48 good situation 7.076 1.314 1.369 0.972 0.564
## 49 satisfactory situation 5.148 0.576 0.966 0.432 0.477
## 50 noticeable problems 5.515 1.128 1.169 0.979 0.174
## 51 difficult situation 6.399 0.754 1.174 0.706 0.613
## 52 noticeable problems 4.949 0.390 0.751 0.334 0.372
## 53 noticeable problems 3.721 0.285 0.647 0.374 0.169
## 54 difficult situation 5.953 0.599 1.187 0.792 0.568
## 55 noticeable problems 5.510 1.377 1.244 1.137 0.459
## 56 noticeable problems 6.000 1.164 1.423 0.807 0.386
## 57 satisfactory situation 7.504 1.327 1.548 1.001 0.662
## 58 difficult situation 3.573 0.731 0.644 0.541 0.581
## 59 difficult situation 5.286 0.892 1.155 0.610 0.568
## 60 very serious situation 4.672 1.029 0.886 0.749 0.301
## 61 very serious situation 4.785 0.982 1.011 0.529 0.284
## 62 good situation 7.094 1.447 1.471 0.976 0.588
## 63 noticeable problems 7.129 1.216 1.403 1.008 0.421
## 64 satisfactory situation 6.387 1.236 1.347 1.023 0.321
## 65 noticeable problems 5.233 0.537 0.800 0.155 0.397
## 66 good situation 5.890 0.779 1.408 0.788 0.553
## 67 noticeable problems 5.871 1.267 1.332 1.073 0.495
## 68 difficult situation 4.633 0.785 1.140 0.778 0.425
## 69 difficult situation 6.058 1.123 1.453 0.699 0.497
## 70 noticeable problems 4.583 0.476 0.905 0.536 0.519
## 71 noticeable problems 6.102 1.425 1.245 0.776 0.570
## 72 noticeable problems 5.542 0.513 1.341 0.681 0.615
## 73 very serious situation 4.889 0.715 0.987 0.486 0.612
## 74 satisfactory situation 5.950 1.141 1.414 0.778 0.329
## 75 noticeable problems 4.772 0.889 1.192 0.789 0.186
## 76 noticeable problems 3.653 0.455 1.089 0.101 0.409
## 77 noticeable problems 4.558 0.174 0.921 0.392 0.406
## 78 very serious situation 5.489 1.022 1.196 0.616 0.451
## 79 satisfactory situation 6.215 1.194 1.433 0.795 0.420
## 80 satisfactory situation 7.238 1.537 1.388 0.986 0.610
## 81 noticeable problems 4.166 0.245 0.824 0.501 0.193
## 82 noticeable problems 3.538 0.177 0.530 0.446 0.487
## 83 noticeable problems 5.384 1.168 1.174 0.789 0.597
## 84 noticeable problems 4.729 0.352 0.973 0.235 0.378
## 85 noticeable problems 6.773 1.253 1.443 0.972 0.633
## 86 noticeable problems 4.375 0.540 1.113 0.425 0.186
## 87 noticeable problems 6.101 1.074 1.396 0.763 0.591
## 88 difficult situation 6.465 1.024 1.226 0.832 0.554
## 89 noticeable problems 5.608 0.708 1.237 0.713 0.390
## 90 noticeable problems 5.456 0.905 1.459 0.616 0.356
## 91 noticeable problems 5.546 1.010 1.266 0.839 0.303
## 92 difficult situation 5.095 0.759 0.645 0.745 0.450
## 93 noticeable problems 4.624 0.179 0.955 0.324 0.561
## 94 satisfactory situation 4.571 0.840 1.246 0.407 0.445
## 95 good situation 7.449 1.339 1.464 0.976 0.614
## 96 good situation 7.300 1.242 1.487 1.008 0.647
## 97 difficult situation 6.137 0.620 1.271 0.803 0.560
## 98 noticeable problems 4.910 0.108 0.704 0.299 0.435
## 99 difficult situation 4.724 0.646 0.987 0.168 0.435
## 100 good situation 7.488 1.424 1.495 1.008 0.670
## 101 difficult situation 5.693 0.617 0.873 0.470 0.405
## 102 difficult situation 4.553 0.588 1.195 0.614 0.299
## 103 noticeable problems 6.305 1.098 1.376 0.879 0.580
## 104 noticeable problems 5.692 0.898 1.368 0.736 0.587
## 105 noticeable problems 5.797 0.919 1.208 0.824 0.513
## 106 difficult situation 6.006 0.775 1.245 0.602 0.622
## 107 noticeable problems 6.186 1.169 1.310 0.868 0.558
## 108 good situation 5.911 1.169 1.340 0.979 0.590
## 109 noticeable problems 6.124 1.120 1.194 0.792 0.535
## 110 difficult situation 5.546 1.127 1.379 0.680 0.399
## 111 difficult situation 3.312 0.343 0.523 0.572 0.604
## 112 very serious situation 6.406 1.334 1.310 0.760 0.548
## 113 satisfactory situation 4.981 0.504 0.955 0.518 0.352
## 114 noticeable problems 5.778 0.988 1.327 0.828 0.395
## 115 noticeable problems 3.926 0.241 0.748 0.204 0.382
## 116 very serious situation 6.377 1.520 1.395 1.138 0.635
## 117 satisfactory situation 6.281 1.195 1.424 0.853 0.424
## 118 satisfactory situation 6.363 1.209 1.465 0.933 0.647
## 119 satisfactory situation 4.814 0.902 1.259 0.407 0.435
## 120 satisfactory situation 6.401 1.231 1.421 1.051 0.426
## 121 difficult situation 4.327 0.898 1.195 0.792 0.529
## 122 good situation 7.353 1.322 1.433 0.986 0.650
## 123 satisfactory situation 6.455 1.327 1.358 0.878 0.449
## 124 very serious situation 5.556 0.475 1.218 0.681 0.521
## 125 difficult situation 3.476 0.457 0.873 0.443 0.509
## 126 difficult situation 5.999 1.007 1.348 0.794 0.609
## 127 noticeable problems 4.187 0.268 0.548 0.343 0.304
## 128 satisfactory situation 6.192 1.168 1.407 0.659 0.553
## 129 noticeable problems 4.392 0.875 0.872 0.781 0.236
## 130 difficult situation 5.132 1.127 1.197 0.781 0.254
## 131 very serious situation 5.119 1.009 1.510 0.612 0.515
## 132 difficult situation 4.432 0.312 1.052 0.378 0.402
## 133 noticeable problems 4.561 0.780 1.321 0.699 0.319
## 134 difficult situation 6.791 1.431 1.251 0.788 0.653
## 135 satisfactory situation 7.165 1.273 1.458 0.976 0.525
## 136 satisfactory situation 6.940 1.374 1.405 0.832 0.535
## 137 satisfactory situation 6.440 1.071 1.425 0.857 0.594
## 138 difficult situation 6.258 0.697 1.434 0.717 0.693
## 139 difficult situation 5.053 0.770 1.349 0.767 0.272
## 140 very serious situation 5.353 0.718 1.253 0.819 0.651
## 141 very serious situation 3.527 0.393 1.177 0.415 0.244
## 142 difficult situation 3.759 0.537 0.896 0.364 0.491
## 143 difficult situation 3.299 0.426 1.048 0.375 0.377
## Generosidad PercepciónCorrup Democracia PE FG Participación Cultura
## 1 0.301 0.128 5.28 4.83 5.36 5.00 5.63
## 2 0.269 0.408 9.03 9.58 9.29 7.78 9.38
## 3 0.135 0.001 2.85 3.42 0.64 3.89 2.50
## 4 0.171 0.025 5.89 7.00 5.36 4.44 5.00
## 5 0.119 0.129 4.01 3.08 2.86 5.00 5.00
## 6 0.070 0.060 7.02 9.17 5.36 6.11 6.25
## 7 0.107 0.105 5.54 7.50 5.36 6.11 3.13
## 8 0.325 0.336 9.09 10.00 8.93 7.78 8.75
## 9 0.256 0.281 8.29 9.58 7.86 8.33 6.88
## 10 0.040 0.247 2.75 0.50 3.21 2.78 3.75
## 11 0.287 0.127 2.55 0.83 2.71 2.78 4.38
## 12 0.177 0.177 5.88 7.83 6.07 6.11 4.38
## 13 0.090 0.194 2.48 0.92 2.00 2.78 4.38
## 14 0.147 0.209 7.64 9.58 8.21 5.00 6.88
## 15 0.197 0.126 5.09 4.67 5.71 4.44 5.63
## 16 0.138 0.073 4.84 4.75 3.93 5.00 3.75
## 17 0.264 0.001 4.86 6.17 2.93 5.56 3.75
## 18 0.033 0.102 7.81 9.17 7.14 6.11 7.50
## 19 0.132 0.107 6.86 9.58 5.36 6.11 5.00
## 20 0.104 0.000 7.03 9.17 6.43 7.22 4.38
## 21 0.186 0.126 4.04 3.92 2.71 4.44 5.00
## 22 0.187 0.212 2.15 0.00 0.07 3.33 5.00
## 23 0.233 0.073 3.53 0.83 4.64 3.33 5.63
## 24 0.198 0.054 2.85 1.67 2.50 3.33 4.38
## 25 0.282 0.352 9.22 9.58 9.64 7.78 9.38
## 26 0.254 0.028 1.32 1.25 0.00 1.11 1.88
## 27 0.211 0.086 1.61 0.00 0.00 1.67 3.75
## 28 0.156 0.063 8.08 9.58 8.57 5.00 8.13
## 29 0.079 0.117 2.26 0.00 4.29 3.33 2.50
## 30 0.092 0.046 7.13 9.17 6.79 5.56 5.63
## 31 0.259 0.100 3.15 2.08 2.21 3.89 3.75
## 32 0.131 0.096 8.13 9.58 7.50 6.67 7.50
## 33 0.114 0.012 6.57 9.17 6.07 5.56 5.00
## 34 0.228 0.051 7.59 9.17 6.43 6.67 6.88
## 35 0.046 0.050 7.69 9.58 6.79 6.67 6.88
## 36 0.243 0.495 9.22 10.00 9.29 8.33 9.38
## 37 0.112 0.116 6.54 9.17 5.36 6.11 5.00
## 38 0.115 0.087 6.33 8.75 5.36 6.11 4.38
## 39 0.069 0.095 3.06 2.67 3.21 3.33 3.75
## 40 0.119 0.117 6.15 9.17 4.64 6.11 3.75
## 41 0.125 0.202 7.90 9.58 7.86 6.67 6.88
## 42 0.228 0.117 3.44 0.42 3.57 5.56 5.00
## 43 0.160 0.478 9.25 10.00 8.93 8.89 8.75
## 44 0.113 0.227 8.12 9.58 7.86 7.78 6.88
## 45 0.052 0.056 3.61 2.58 2.21 4.44 5.00
## 46 0.426 0.158 4.33 4.00 4.29 3.33 5.63
## 47 0.048 0.174 5.42 7.83 3.21 6.11 4.38
## 48 0.252 0.309 8.68 9.58 8.57 8.33 7.50
## 49 0.261 0.057 6.63 8.33 5.71 6.67 6.25
## 50 0.000 0.049 7.43 9.58 4.86 6.67 7.50
## 51 0.171 0.098 5.26 6.92 4.64 3.89 4.38
## 52 0.249 0.112 3.14 3.50 0.43 4.44 4.38
## 53 0.464 0.162 4.57 4.75 2.07 3.89 6.25
## 54 0.257 0.087 5.42 7.83 4.29 4.44 4.38
## 55 0.288 0.332 6.02 3.58 4.36 6.11 7.50
## 56 0.070 0.028 6.63 8.75 6.07 5.00 6.25
## 57 0.362 0.145 9.58 10.00 9.29 8.89 10.00
## 58 0.237 0.106 6.90 8.67 6.79 6.67 5.63
## 59 0.543 0.038 6.48 7.92 7.14 6.11 5.63
## 60 0.277 0.143 2.38 0.00 2.86 4.44 3.13
## 61 0.153 0.073 3.74 5.25 0.00 6.67 5.00
## 62 0.295 0.373 9.24 10.00 7.86 8.33 10.00
## 63 0.267 0.100 7.86 9.17 7.86 8.89 7.50
## 64 0.170 0.040 7.52 9.58 6.07 7.78 6.25
## 65 0.170 0.093 4.05 4.33 2.86 3.33 5.63
## 66 0.116 0.030 6.96 8.75 7.14 4.44 6.25
## 67 0.036 0.181 7.99 8.75 8.21 6.67 7.50
## 68 0.091 0.152 3.93 3.58 4.29 3.89 4.38
## 69 0.154 0.110 2.94 0.50 2.14 4.44 4.38
## 70 0.394 0.067 5.18 3.50 5.71 6.67 5.63
## 71 0.133 0.113 3.93 3.58 4.29 3.89 4.38
## 72 0.301 0.030 4.89 6.08 2.93 6.67 3.75
## 73 0.273 0.194 2.14 0.00 2.86 1.67 5.00
## 74 0.075 0.090 7.49 9.58 6.07 6.11 6.88
## 75 0.159 0.022 4.36 3.92 1.50 6.67 5.00
## 76 0.103 0.050 6.54 9.17 4.50 6.67 5.63
## 77 0.227 0.051 5.45 7.42 3.07 5.56 5.63
## 78 0.143 0.172 2.02 0.00 0.00 2.78 4.38
## 79 0.054 0.081 7.50 9.58 6.43 6.11 6.25
## 80 0.196 0.367 8.81 10.00 8.93 6.67 8.75
## 81 0.191 0.076 5.64 7.92 3.57 6.11 5.63
## 82 0.213 0.132 5.50 6.08 4.29 5.00 6.25
## 83 0.275 0.062 7.16 9.17 7.86 6.67 6.25
## 84 0.170 0.062 4.92 6.42 3.07 3.89 5.63
## 85 0.341 0.179 7.95 9.17 7.50 6.11 8.13
## 86 0.129 0.122 3.92 3.50 3.57 5.00 3.13
## 87 0.187 0.084 8.22 9.17 8.21 5.56 8.75
## 88 0.083 0.083 6.09 7.83 6.07 7.22 3.13
## 89 0.174 0.014 5.75 6.58 4.64 6.11 4.38
## 90 0.264 0.047 6.50 9.17 5.71 5.56 5.00
## 91 0.149 0.098 5.65 5.67 5.36 6.11 4.38
## 92 0.040 0.077 5.10 5.25 4.64 5.56 5.63
## 93 0.220 0.163 3.65 2.58 2.14 5.00 5.00
## 94 0.076 0.054 6.43 6.58 5.36 6.67 5.63
## 95 0.336 0.369 9.01 9.58 9.29 8.33 8.75
## 96 0.326 0.461 9.26 10.00 9.29 8.89 8.13
## 97 0.213 0.174 3.55 1.25 2.86 3.89 5.63
## 98 0.208 0.138 3.29 2.92 1.14 3.33 4.38
## 99 0.221 0.048 4.12 5.17 3.93 3.33 3.75
## 100 0.288 0.434 9.87 10.00 9.64 10.00 10.00
## 101 0.229 0.123 4.25 6.08 5.71 2.22 2.50
## 102 0.092 0.072 3.89 3.33 0.14 7.78 4.38
## 103 0.097 0.054 7.05 9.58 6.07 6.67 5.00
## 104 0.204 0.065 6.24 8.75 5.71 5.00 4.38
## 105 0.092 0.027 6.60 9.17 5.00 5.56 5.63
## 106 0.129 0.130 6.64 9.17 5.36 7.22 4.38
## 107 0.063 0.161 6.62 9.17 6.07 6.11 4.38
## 108 0.053 0.028 8.03 9.58 7.86 6.11 7.50
## 109 0.068 0.001 6.49 9.17 5.71 5.56 4.38
## 110 0.099 0.046 3.11 2.17 1.79 5.00 2.50
## 111 0.236 0.486 3.16 1.42 4.29 2.78 4.38
## 112 0.087 0.163 1.93 0.00 2.86 2.22 3.13
## 113 0.164 0.082 5.81 6.08 6.07 4.44 6.25
## 114 0.150 0.059 6.41 8.25 5.36 6.11 5.00
## 115 0.258 0.048 4.86 6.58 2.86 3.33 6.25
## 116 0.219 0.533 6.02 3.92 7.86 5.00 6.25
## 117 0.117 0.011 7.17 9.58 7.14 5.56 5.63
## 118 0.146 0.077 7.50 9.58 6.79 6.67 6.25
## 119 0.126 0.060 7.24 7.42 7.50 8.33 5.00
## 120 0.165 0.110 8.29 9.58 7.14 7.78 8.13
## 121 0.253 0.049 6.27 7.00 6.07 5.56 6.25
## 122 0.273 0.442 9.39 9.58 9.64 8.33 10.00
## 123 0.151 0.132 7.73 9.58 8.21 6.11 5.63
## 124 0.182 0.222 1.93 0.08 0.79 1.67 6.25
## 125 0.272 0.204 5.16 5.75 5.00 5.00 5.63
## 126 0.377 0.032 6.32 7.42 5.36 6.11 6.25
## 127 0.201 0.115 3.30 3.17 1.79 3.33 5.00
## 128 0.199 0.015 7.16 9.58 7.14 6.11 5.63
## 129 0.056 0.044 6.72 9.17 5.71 7.22 5.63
## 130 0.086 0.121 4.09 3.08 5.00 5.00 5.00
## 131 0.323 0.034 1.72 0.00 0.79 2.22 5.00
## 132 0.265 0.064 5.02 4.33 3.57 4.44 6.88
## 133 0.179 0.010 5.90 7.42 2.71 6.67 6.25
## 134 0.281 0.220 2.76 0.00 3.93 2.22 5.00
## 135 0.373 0.323 8.52 9.58 7.50 8.89 7.50
## 136 0.298 0.152 7.96 9.17 7.14 7.78 7.50
## 137 0.132 0.193 8.38 10.00 8.57 6.11 7.50
## 138 0.363 0.280 2.01 0.08 1.86 2.22 5.00
## 139 0.087 0.064 2.88 0.00 1.79 5.00 4.38
## 140 0.136 0.090 3.08 0.00 3.21 3.89 5.63
## 141 0.095 0.087 1.95 0.00 0.00 3.89 5.00
## 142 0.251 0.087 5.09 4.75 2.93 4.44 6.88
## 143 0.151 0.081 3.16 0.00 2.50 4.44 5.63
## Libertad.y Regimen Region
## 1 5.59 Hybrid regime Asia & Australasia
## 2 9.12 Full democracy Western Europe
## 3 3.82 Authoritarian Asia & Australasia
## 4 7.65 Hybrid regime Eastern Europe
## 5 4.12 Hybrid regime Middle East & North Africa
## 6 8.24 Flawed democracy Latin America
## 7 5.59 Hybrid regime Eastern Europe
## 8 10.00 Full democracy Asia & Australasia
## 9 8.82 Full democracy Western Europe
## 10 3.53 Authoritarian Eastern Europe
## 11 2.06 Authoritarian Middle East & North Africa
## 12 5.00 Hybrid regime Asia & Australasia
## 13 2.35 Authoritarian Eastern Europe
## 14 8.53 Flawed democracy Western Europe
## 15 5.00 Hybrid regime Sub-Saharan Africa
## 16 6.76 Hybrid regime Latin America
## 17 5.88 Hybrid regime Eastern Europe
## 18 9.12 Flawed democracy Sub-Saharan Africa
## 19 8.24 Flawed democracy Latin America
## 20 7.94 Flawed democracy Eastern Europe
## 21 4.12 Hybrid regime Sub-Saharan Africa
## 22 2.35 Authoritarian Sub-Saharan Africa
## 23 3.24 Authoritarian Asia & Australasia
## 24 2.35 Authoritarian Sub-Saharan Africa
## 25 9.71 Full democracy North America
## 26 2.35 Authoritarian Sub-Saharan Africa
## 27 2.65 Authoritarian Sub-Saharan Africa
## 28 9.12 Full democracy Latin America
## 29 1.18 Authoritarian Asia & Australasia
## 30 8.53 Flawed democracy Latin America
## 31 3.82 Authoritarian Sub-Saharan Africa
## 32 9.41 Full democracy Latin America
## 33 7.06 Flawed democracy Eastern Europe
## 34 8.82 Flawed democracy Western Europe
## 35 8.53 Flawed democracy Eastern Europe
## 36 9.12 Full democracy Western Europe
## 37 7.06 Flawed democracy Latin America
## 38 7.06 Flawed democracy Latin America
## 39 2.35 Authoritarian Middle East & North Africa
## 40 7.06 Flawed democracy Latin America
## 41 8.53 Flawed democracy Eastern Europe
## 42 2.65 Authoritarian Sub-Saharan Africa
## 43 9.71 Full democracy Western Europe
## 44 8.53 Full democracy Western Europe
## 45 3.82 Authoritarian Sub-Saharan Africa
## 46 4.41 Hybrid regime Sub-Saharan Africa
## 47 5.59 Hybrid regime Eastern Europe
## 48 9.41 Full democracy Western Europe
## 49 6.18 Flawed democracy Sub-Saharan Africa
## 50 8.53 Flawed democracy Western Europe
## 51 6.47 Hybrid regime Latin America
## 52 2.94 Authoritarian Sub-Saharan Africa
## 53 5.88 Hybrid regime Latin America
## 54 6.18 Hybrid regime Latin America
## 55 8.53 Flawed democracy Asia & Australasia
## 56 7.06 Flawed democracy Eastern Europe
## 57 9.71 Full democracy Western Europe
## 58 6.76 Flawed democracy Asia & Australasia
## 59 5.59 Flawed democracy Asia & Australasia
## 60 1.47 Authoritarian Middle East & North Africa
## 61 1.76 Authoritarian Middle East & North Africa
## 62 10.00 Full democracy Western Europe
## 63 5.88 Flawed democracy Middle East & North Africa
## 64 7.94 Flawed democracy Western Europe
## 65 4.12 Hybrid regime Sub-Saharan Africa
## 66 8.24 Flawed democracy Latin America
## 67 8.82 Flawed democracy Asia & Australasia
## 68 3.53 Authoritarian Middle East & North Africa
## 69 3.24 Authoritarian Eastern Europe
## 70 4.41 Hybrid regime Sub-Saharan Africa
## 71 3.53 Authoritarian Middle East & North Africa
## 72 5.00 Hybrid regime Eastern Europe
## 73 1.18 Authoritarian Asia & Australasia
## 74 8.82 Flawed democracy Eastern Europe
## 75 4.71 Hybrid regime Middle East & North Africa
## 76 6.76 Flawed democracy Sub-Saharan Africa
## 77 5.59 Hybrid regime Sub-Saharan Africa
## 78 2.94 Authoritarian Middle East & North Africa
## 79 9.12 Flawed democracy Eastern Europe
## 80 9.71 Full democracy Western Europe
## 81 5.00 Hybrid regime Sub-Saharan Africa
## 82 5.88 Hybrid regime Sub-Saharan Africa
## 83 5.88 Flawed democracy Asia & Australasia
## 84 5.59 Hybrid regime Sub-Saharan Africa
## 85 8.82 Flawed democracy Western Europe
## 86 4.41 Authoritarian Sub-Saharan Africa
## 87 9.41 Full democracy Sub-Saharan Africa
## 88 6.18 Flawed democracy Latin America
## 89 7.06 Hybrid regime Eastern Europe
## 90 7.06 Flawed democracy Asia & Australasia
## 91 6.76 Hybrid regime Eastern Europe
## 92 4.41 Hybrid regime Middle East & North Africa
## 93 3.53 Authoritarian Sub-Saharan Africa
## 94 7.94 Flawed democracy Sub-Saharan Africa
## 95 9.12 Full democracy Western Europe
## 96 10.00 Full democracy Asia & Australasia
## 97 4.12 Authoritarian Latin America
## 98 4.71 Authoritarian Sub-Saharan Africa
## 99 4.41 Hybrid regime Sub-Saharan Africa
## 100 9.71 Full democracy Western Europe
## 101 4.71 Hybrid regime Asia & Australasia
## 102 3.82 Authoritarian Middle East & North Africa
## 103 7.94 Flawed democracy Latin America
## 104 7.35 Flawed democracy Latin America
## 105 7.65 Flawed democracy Latin America
## 106 7.06 Flawed democracy Asia & Australasia
## 107 7.35 Flawed democracy Eastern Europe
## 108 9.12 Full democracy Western Europe
## 109 7.65 Flawed democracy Eastern Europe
## 110 4.12 Authoritarian Eastern Europe
## 111 2.94 Authoritarian Sub-Saharan Africa
## 112 1.47 Authoritarian Middle East & North Africa
## 113 6.18 Hybrid regime Sub-Saharan Africa
## 114 7.35 Flawed democracy Eastern Europe
## 115 5.29 Hybrid regime Sub-Saharan Africa
## 116 7.06 Flawed democracy Asia & Australasia
## 117 7.94 Flawed democracy Eastern Europe
## 118 8.24 Flawed democracy Eastern Europe
## 119 7.94 Flawed democracy Sub-Saharan Africa
## 120 8.82 Full democracy Western Europe
## 121 6.47 Flawed democracy Asia & Australasia
## 122 9.41 Full democracy Western Europe
## 123 9.12 Flawed democracy Asia & Australasia
## 124 0.88 Authoritarian Eastern Europe
## 125 4.41 Hybrid regime Sub-Saharan Africa
## 126 6.47 Flawed democracy Asia & Australasia
## 127 3.24 Authoritarian Sub-Saharan Africa
## 128 7.35 Flawed democracy Latin America
## 129 5.88 Flawed democracy Middle East & North Africa
## 130 2.35 Hybrid regime Western Europe
## 131 0.59 Authoritarian Eastern Europe
## 132 5.88 Hybrid regime Sub-Saharan Africa
## 133 6.47 Hybrid regime Eastern Europe
## 134 2.65 Authoritarian Middle East & North Africa
## 135 9.12 Full democracy Western Europe
## 136 8.24 Flawed democracy North America
## 137 9.71 Full democracy Latin America
## 138 0.88 Authoritarian Eastern Europe
## 139 3.24 Authoritarian Latin America
## 140 2.65 Authoritarian Asia & Australasia
## 141 0.88 Authoritarian Middle East & North Africa
## 142 6.47 Hybrid regime Sub-Saharan Africa
## 143 3.24 Authoritarian Sub-Saharan Africa
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.0.2
base=ggplot(data=data, aes(x=Asistencia))
base+geom_histogram(bins=20)
base=ggplot(data=data, aes(x=Asistencia))
base+geom_boxplot() + coord_flip()
IQR(data$Asistencia)
## [1] 0.4045
HB=formula(~ PBI + Asistencia)
cor.test(HB,data=data,method = "spearm",exact=F)
##
## Spearman's rank correlation rho
##
## data: PBI and Asistencia
## S = 105080, p-value < 2.2e-16
## alternative hypothesis: true rho is not equal to 0
## sample estimates:
## rho
## 0.7843827
library(ggpubr)
## Warning: package 'ggpubr' was built under R version 4.0.3
ggscatter(data,
x = "PBI", y = "Asistencia",
cor.coef = TRUE,
cor.method = "spearman",
add = "reg.line",
add.params = list(color = "blue", fill = "lightgray"),
conf.int = TRUE)
## `geom_smooth()` using formula 'y ~ x'
data=data[complete.cases(data),]
summary(data)
## Pais Libertad.x Economía LP
## Length:143 Length:143 Length:143 Length:143
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
## Puntuacion PBI Asistencia ExpectVida
## Min. :2.567 Min. :0.000 Min. :0.000 Min. :0.0000
## 1st Qu.:4.740 1st Qu.:0.566 1st Qu.:0.987 1st Qu.:0.5205
## Median :5.542 Median :0.932 Median :1.226 Median :0.7630
## Mean :5.513 Mean :0.876 Mean :1.164 Mean :0.6987
## 3rd Qu.:6.269 3rd Qu.:1.181 3rd Qu.:1.391 3rd Qu.:0.8620
## Max. :7.809 Max. :1.537 Max. :1.548 Max. :1.1380
##
## Decisiones Generosidad PercepciónCorrup Democracia
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :1.320
## 1st Qu.:0.3840 1st Qu.:0.1135 1st Qu.:0.0550 1st Qu.:3.905
## Median :0.4870 Median :0.1710 Median :0.0980 Median :5.890
## Mean :0.4682 Mean :0.1864 Mean :0.1325 Mean :5.668
## 3rd Qu.:0.5805 3rd Qu.:0.2565 3rd Qu.:0.1630 3rd Qu.:7.460
## Max. :0.6930 Max. :0.5430 Max. :0.5330 Max. :9.870
##
## PE FG Participación Cultura
## Min. : 0.000 Min. :0.000 Min. : 1.110 Min. : 1.880
## 1st Qu.: 3.460 1st Qu.:2.930 1st Qu.: 4.440 1st Qu.: 4.380
## Median : 7.420 Median :5.360 Median : 5.560 Median : 5.630
## Mean : 6.162 Mean :5.001 Mean : 5.478 Mean : 5.676
## 3rd Qu.: 9.170 3rd Qu.:7.140 3rd Qu.: 6.670 3rd Qu.: 6.565
## Max. :10.000 Max. :9.640 Max. :10.000 Max. :10.000
##
## Libertad.y Regimen Region
## Length:143 Authoritarian :39 Asia & Australasia :21
## Class :character Flawed democracy:48 Eastern Europe :27
## Mode :character Full democracy :22 Latin America :21
## Hybrid regime :34 Middle East & North Africa:16
## North America : 2
## Sub-Saharan Africa :35
## Western Europe :21
dataregresión=lm(PBI ~ Asistencia + FG,data=data)
summary(dataregresión)
##
## Call:
## lm(formula = PBI ~ Asistencia + FG, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.42071 -0.14129 0.00418 0.10903 0.53652
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -0.273252 0.073729 -3.706 0.000302 ***
## Asistencia 0.786409 0.073403 10.714 < 2e-16 ***
## FG 0.046802 0.008329 5.619 9.99e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.2108 on 140 degrees of freedom
## Multiple R-squared: 0.6847, Adjusted R-squared: 0.6802
## F-statistic: 152 on 2 and 140 DF, p-value: < 2.2e-16