Examen Final
Rafael Vargas
13/12/2021
Data 1: List of Freedom Indices
library(rio)
library(htmltab)
library(rvest)linkD1 = "https://en.wikipedia.org/wiki/List_of_freedom_indices#cite_note-FreedomInTheWorld-11"
pathD1 = "/html/body/div[3]/div[3]/div[5]/div[1]/table[2]"
TABLA1 = htmltab(linkD1, pathD1)
TABLA1## Country Freedom in the World 2021
## 2  Afghanistan not free
## 3  Albania partly free
## 4  Algeria not free
## 5  Andorra free
## 6  Angola not free
## 7  Antigua and Barbuda free
## 8  Argentina free
## 9  Armenia partly free
## 10  Australia free
## 11  Austria free
## 12  Azerbaijan not free
## 13  Bahamas free
## 14  Bahrain not free
## 15  Bangladesh partly free
## 16  Barbados free
## 17  Belarus not free
## 18  Belgium free
## 19  Belize 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
## 26  Brunei not 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
## 50  Dominica 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
## 70  Grenada 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
## 77  Hong Kong partly free
## 78  Hungary partly free
## 79  Iceland free
## 80  India partly free
## 81  Indonesia partly free
## 82  Iran not free
## 83  Iraq 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
## 93  Kiribati free
## 94  Korea, North not free
## 95  Korea, South free
## 96  Kosovo partly 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
## 104  Libya not free
## 105  Liechtenstein free
## 106  Lithuania free
## 107  Luxembourg free
## 108  Madagascar partly free
## 109  Malawi partly free
## 110  Malaysia partly free
## 111  Maldives partly free
## 112  Mali not free
## 113  Malta free
## 114  Marshall Islands free
## 115  Mauritania partly free
## 116  Mauritius free
## 117  Mexico partly free
## 118  Micronesia, Federated States of free
## 119  Moldova partly free
## 120  Monaco free
## 121  Mongolia free
## 122  Montenegro partly free
## 123  Morocco partly free
## 124  Mozambique partly free
## 125  Namibia free
## 126  Nauru free
## 127    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
## 137  Palau free
## 138  Palestine not 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
## 150  Saint Kitts and Nevis free
## 151  Saint Lucia free
## 152  Saint Vincent and the Grenadines free
## 153  Samoa free
## 154  San Marino free
## 155  São Tomé and PrÃÂncipe free
## 156  Saudi Arabia not free
## 157  Senegal partly free
## 158  Serbia partly free
## 159  Seychelles free
## 160  Sierra Leone partly free
## 161  Singapore partly free
## 162  Slovakia free
## 163  Slovenia free
## 164  Solomon Islands free
## 165  Somalia not free
## 166  South Africa free
## 167  South Sudan not free
## 168  Spain free
## 169  Sri Lanka partly free
## 170  Sudan not free
## 171  Suriname free
## 172  Sweden free
## 173   Switzerland free
## 174  Syria not free
## 175  Taiwan free
## 176  Tajikistan not free
## 177  Tanzania partly free
## 178  Thailand not free
## 179  Togo partly free
## 180  Tonga free
## 181  Trinidad and Tobago free
## 182  Tunisia free
## 183  Turkey not free
## 184  Turkmenistan not free
## 185  Tuvalu 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
## 193  Vanuatu free
## 194  Venezuela not free
## 195  Vietnam not free
## 196  Yemen 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
## 5 n/a satisfactory situation
## 6 mostly unfree noticeable problems
## 7 n/a satisfactory situation
## 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
## 13 moderately free n/a
## 14 moderately free very serious situation
## 15 mostly unfree difficult situation
## 16 moderately free n/a
## 17 moderately free difficult situation
## 18 mostly free good situation
## 19 mostly unfree noticeable problems
## 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
## 26 moderately free 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
## 50 mostly unfree satisfactory 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
## 70 n/a satisfactory situation
## 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
## 77 n/a noticeable problems
## 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
## 83 n/a 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
## 93 repressed n/a
## 94 repressed very serious situation
## 95 mostly free good situation
## 96 moderately free noticeable problems
## 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
## 104 n/a very serious situation
## 105 n/a satisfactory situation
## 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
## 111 mostly unfree noticeable problems
## 112 mostly unfree noticeable problems
## 113 mostly free noticeable problems
## 114 n/a n/a
## 115 mostly unfree noticeable problems
## 116 mostly free noticeable problems
## 117 moderately free difficult situation
## 118 mostly unfree n/a
## 119 moderately free noticeable problems
## 120 n/a n/a
## 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
## 126 n/a n/a
## 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
## 137 n/a n/a
## 138 n/a 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
## 150 n/a satisfactory situation
## 151 moderately free satisfactory situation
## 152 moderately free satisfactory situation
## 153 moderately free satisfactory situation
## 154 n/a n/a
## 155 mostly unfree n/a
## 156 moderately free very serious situation
## 157 mostly unfree noticeable problems
## 158 moderately free noticeable problems
## 159 moderately free noticeable problems
## 160 mostly unfree noticeable problems
## 161 free very serious situation
## 162 moderately free satisfactory situation
## 163 moderately free satisfactory situation
## 164 mostly unfree n/a
## 165 n/a very serious situation
## 166 mostly unfree satisfactory situation
## 167 n/a difficult 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
## 174 n/a very serious 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
## 180 mostly unfree satisfactory situation
## 181 mostly unfree satisfactory situation
## 182 mostly unfree noticeable problems
## 183 moderately free difficult situation
## 184 repressed very serious situation
## 185 n/a n/a
## 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
## 193 moderately free n/a
## 194 repressed difficult situation
## 195 moderately free very serious situation
## 196 n/a very serious situation
## 197 mostly unfree difficult situation
## 198 repressed difficult situation
## 2020 Democracy Index
## 2 authoritarian regime
## 3 flawed democracy
## 4 authoritarian regime
## 5 n/a
## 6 authoritarian regime
## 7 n/a
## 8 flawed democracy
## 9 hybrid regime
## 10 full democracy
## 11 full democracy
## 12 authoritarian regime
## 13 n/a
## 14 authoritarian regime
## 15 hybrid regime
## 16 n/a
## 17 authoritarian regime
## 18 flawed democracy
## 19 n/a
## 20 hybrid regime
## 21 hybrid regime
## 22 hybrid regime
## 23 hybrid regime
## 24 flawed democracy
## 25 flawed democracy
## 26 n/a
## 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
## 50 n/a
## 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
## 70 n/a
## 71 hybrid regime
## 72 authoritarian regime
## 73 authoritarian regime
## 74 flawed democracy
## 75 hybrid regime
## 76 hybrid regime
## 77 hybrid regime
## 78 flawed democracy
## 79 full democracy
## 80 flawed democracy
## 81 flawed democracy
## 82 authoritarian regime
## 83 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
## 93 n/a
## 94 authoritarian regime
## 95 full democracy
## 96 n/a
## 97 authoritarian regime
## 98 hybrid regime
## 99 authoritarian regime
## 100 flawed democracy
## 101 hybrid regime
## 102 flawed democracy
## 103 hybrid regime
## 104 authoritarian regime
## 105 n/a
## 106 flawed democracy
## 107 full democracy
## 108 hybrid regime
## 109 hybrid regime
## 110 flawed democracy
## 111 n/a
## 112 authoritarian regime
## 113 flawed democracy
## 114 n/a
## 115 authoritarian regime
## 116 full democracy
## 117 flawed democracy
## 118 n/a
## 119 hybrid regime
## 120 n/a
## 121 flawed democracy
## 122 hybrid regime
## 123 hybrid regime
## 124 authoritarian regime
## 125 flawed democracy
## 126 n/a
## 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
## 137 n/a
## 138 authoritarian 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
## 150 n/a
## 151 n/a
## 152 n/a
## 153 n/a
## 154 n/a
## 155 n/a
## 156 authoritarian regime
## 157 hybrid regime
## 158 flawed democracy
## 159 n/a
## 160 hybrid regime
## 161 flawed democracy
## 162 flawed democracy
## 163 flawed democracy
## 164 n/a
## 165 n/a
## 166 flawed democracy
## 167 n/a
## 168 full democracy
## 169 flawed democracy
## 170 authoritarian regime
## 171 flawed democracy
## 172 full democracy
## 173 full democracy
## 174 authoritarian regime
## 175 full democracy
## 176 authoritarian regime
## 177 hybrid regime
## 178 flawed democracy
## 179 authoritarian regime
## 180 n/a
## 181 flawed democracy
## 182 flawed democracy
## 183 hybrid regime
## 184 authoritarian regime
## 185 n/a
## 186 hybrid regime
## 187 hybrid regime
## 188 authoritarian regime
## 189 full democracy
## 190 flawed democracy
## 191 full democracy
## 192 authoritarian regime
## 193 n/a
## 194 authoritarian regime
## 195 authoritarian regime
## 196 authoritarian regime
## 197 hybrid regime
## 198 authoritarian regimeTABLA1[TABLA1 == "n/a"] <- NA
TABLA1 <- na.omit(TABLA1)TABLA1$Country = gsub("Â","",TABLA1$Country)
TABLA1$Country = trimws(TABLA1$Country,which=c("both"),whitespace = "[\\h\\v]")names(TABLA1) = c("PaÃs", "FreeWorld", "EconomicFree", "PressFree", "DemocracyIn")
TABLA_FA <- TABLA1[,c(2,3,4,5)]
TABLA_FA$FreeWorld = as.factor(TABLA_FA$FreeWorld)
TABLA_FA$EconomicFree = as.factor(TABLA_FA$EconomicFree)
TABLA_FA$PressFree = as.factor(TABLA_FA$PressFree)
TABLA_FA$DemocracyIn = as.factor(TABLA_FA$DemocracyIn)
str(TABLA_FA)## 'data.frame': 161 obs. of 4 variables:
## $ FreeWorld : Factor w/ 3 levels "free","not free",..: 2 3 2 2 1 3 1 1 2 2 ...
## $ EconomicFree: Factor w/ 5 levels "free","moderately free",..: 4 2 5 4 4 3 1 3 3 2 ...
## $ PressFree : Factor w/ 5 levels "difficult situation",..: 1 3 1 3 3 3 4 4 5 5 ...
## $ DemocracyIn : Factor w/ 4 levels "authoritarian regime",..: 1 2 1 1 2 4 3 3 1 1 ...Distancia entre casos:
library(cluster)
g.dist = daisy(TABLA_FA, metric="gower")
g.dist## Dissimilarities :
## 2 3 4 6 8 9 10 11 12 14 15 17 18 20 21
## 3 1.00
## 4 0.25 1.00
## 6 0.25 0.75 0.50
## 8 0.75 0.50 1.00 0.50
## 9 1.00 0.50 1.00 0.75 0.75
## 10 1.00 1.00 1.00 1.00 0.75 1.00
## 11 1.00 1.00 1.00 1.00 0.75 0.75 0.25
## 12 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75
## 14 0.50 0.75 0.50 0.50 1.00 1.00 1.00 1.00 0.25
## 15 0.50 0.75 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00
## 17 0.25 0.75 0.25 0.50 1.00 1.00 1.00 1.00 0.50 0.25 0.75
## 18 1.00 0.75 1.00 1.00 0.50 0.75 0.75 0.50 0.75 1.00 1.00 1.00
## 20 0.50 0.75 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 0.00 0.75 1.00
## 21 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25
## 22 0.75 0.75 0.50 1.00 1.00 0.50 1.00 1.00 1.00 1.00 0.25 0.75 1.00 0.25 0.50
## 23 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 24 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 25 0.50 0.75 0.75 0.75 0.25 1.00 0.75 0.75 1.00 1.00 0.50 0.75 0.50 0.50 0.75
## 27 0.75 0.75 0.75 1.00 0.50 0.75 0.75 0.50 0.75 1.00 0.75 0.75 0.25 0.75 1.00
## 28 0.50 0.75 0.75 0.50 0.75 0.75 0.75 0.75 0.75 0.75 0.50 0.75 1.00 0.50 0.50
## 29 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 30 0.25 1.00 0.00 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 1.00
## 31 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 32 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 33 1.00 1.00 1.00 1.00 0.75 0.75 0.25 0.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00
## 34 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 35 0.25 1.00 0.00 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 1.00
## 36 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 37 1.00 0.75 1.00 0.75 0.50 0.50 0.50 0.25 0.75 1.00 1.00 1.00 0.50 1.00 0.75
## 38 0.25 1.00 0.50 0.25 0.75 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75
## 39 0.75 0.25 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.50 0.50 0.75 0.50 0.75
## 40 0.50 0.50 0.75 0.25 0.50 0.50 1.00 1.00 0.75 0.75 0.50 0.75 1.00 0.50 0.25
## 41 1.00 0.75 1.00 1.00 0.75 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 42 0.25 1.00 0.00 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 1.00
## 43 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 44 1.00 0.25 1.00 0.75 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 1.00 0.75
## 45 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 0.25 1.00 0.50 1.00 1.00 1.00
## 46 1.00 0.75 1.00 1.00 0.50 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 47 1.00 0.75 1.00 1.00 0.50 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 48 1.00 1.00 1.00 1.00 0.75 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 49 0.25 1.00 0.50 0.25 0.75 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75
## 51 1.00 0.00 1.00 0.75 0.50 0.50 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.75 0.50
## 52 1.00 0.50 0.75 0.75 0.25 0.75 0.75 0.75 1.00 1.00 1.00 1.00 0.50 1.00 0.75
## 53 0.75 0.25 1.00 0.50 0.25 0.50 1.00 1.00 1.00 1.00 0.50 1.00 0.75 0.50 0.25
## 54 0.25 1.00 0.50 0.25 0.75 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75
## 55 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 56 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 0.25 1.00 0.50 1.00 1.00 1.00
## 57 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 0.25 1.00 0.50 1.00 1.00 1.00
## 58 1.00 0.75 1.00 1.00 0.50 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 59 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 60 0.25 0.75 0.50 0.00 0.50 0.75 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50
## 61 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 62 1.00 1.00 1.00 1.00 0.75 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 63 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 64 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 65 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 66 1.00 0.50 1.00 0.75 0.75 0.00 1.00 0.75 0.75 1.00 0.50 1.00 0.75 0.50 0.25
## 67 1.00 1.00 1.00 1.00 0.75 0.75 0.25 0.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00
## 68 0.75 0.75 1.00 0.75 0.25 1.00 0.50 0.50 1.00 1.00 0.75 1.00 0.50 0.75 0.75
## 69 1.00 0.25 1.00 0.75 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 1.00 0.75
## 71 0.75 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 0.75 0.25 0.50 1.00 0.25 0.50
## 72 0.25 0.75 0.50 0.50 0.75 0.75 1.00 1.00 0.75 0.75 0.25 0.50 1.00 0.25 0.50
## 73 0.50 0.50 0.75 0.25 0.50 0.50 1.00 1.00 0.75 0.75 0.50 0.75 1.00 0.50 0.25
## 74 0.75 0.50 1.00 0.50 0.00 0.75 0.75 0.75 1.00 1.00 0.75 1.00 0.50 0.75 0.50
## 75 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 76 0.50 0.75 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 0.00 0.75 1.00 0.00 0.25
## 78 1.00 0.00 1.00 0.75 0.50 0.50 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.75 0.50
## 79 1.00 1.00 1.00 1.00 0.75 0.75 0.25 0.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00
## 80 0.50 0.50 0.75 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.25 0.75 0.75 0.25 0.50
## 81 0.75 0.25 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.50 0.50 0.75 0.50 0.75
## 82 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 0.25 1.00 0.50 1.00 1.00 1.00
## 84 1.00 1.00 1.00 1.00 0.75 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.50 1.00 1.00
## 85 1.00 0.50 1.00 0.75 0.25 0.50 0.75 0.50 0.75 1.00 1.00 1.00 0.25 1.00 0.75
## 86 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 87 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 88 1.00 0.50 1.00 1.00 0.50 1.00 0.75 0.75 1.00 0.75 1.00 0.75 0.25 1.00 1.00
## 89 1.00 0.75 1.00 0.75 0.50 0.50 0.50 0.25 0.75 1.00 1.00 1.00 0.50 1.00 0.75
## 90 0.25 0.75 0.25 0.50 1.00 1.00 1.00 1.00 0.50 0.25 0.75 0.00 1.00 0.75 1.00
## 91 0.25 1.00 0.25 0.50 1.00 0.75 1.00 0.75 0.25 0.50 0.75 0.25 0.75 0.75 1.00
## 92 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 94 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 0.25 1.00 0.50 1.00 1.00 1.00
## 95 1.00 1.00 1.00 1.00 0.75 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 97 0.75 0.25 0.75 0.50 0.75 0.50 1.00 1.00 0.75 0.50 0.75 0.50 1.00 0.75 0.50
## 98 0.75 0.50 0.75 0.50 0.75 0.50 1.00 1.00 0.75 0.50 0.75 0.50 1.00 0.75 0.50
## 99 0.25 1.00 0.50 0.25 0.75 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75
## 100 1.00 0.75 1.00 1.00 0.50 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 101 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 102 0.75 0.25 1.00 0.50 0.25 0.50 1.00 1.00 1.00 1.00 0.50 1.00 0.75 0.50 0.25
## 103 1.00 0.50 0.75 0.75 0.75 0.25 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.50 0.25
## 106 1.00 0.75 1.00 1.00 0.50 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 107 1.00 1.00 1.00 1.00 0.75 0.75 0.25 0.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00
## 108 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 109 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 110 0.75 0.50 0.75 1.00 0.75 0.50 1.00 0.75 0.75 1.00 0.50 0.75 0.50 0.50 0.75
## 112 0.25 0.75 0.50 0.00 0.50 0.75 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50
## 113 1.00 0.50 1.00 0.75 0.25 0.50 0.75 0.50 0.75 1.00 1.00 1.00 0.25 1.00 0.75
## 115 0.50 0.50 0.75 0.25 0.50 0.50 1.00 1.00 0.75 0.75 0.50 0.75 1.00 0.50 0.25
## 116 1.00 0.75 1.00 0.75 0.50 0.50 0.50 0.25 0.75 1.00 1.00 1.00 0.50 1.00 0.75
## 117 0.75 0.25 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.50 0.50 0.75 0.50 0.75
## 119 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 121 1.00 0.25 1.00 0.75 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 1.00 0.75
## 122 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 123 0.75 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 0.75 0.25 0.50 1.00 0.25 0.50
## 124 0.25 0.75 0.50 0.50 0.75 0.75 1.00 1.00 0.75 0.75 0.25 0.50 1.00 0.25 0.50
## 125 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 127 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 128 1.00 1.00 1.00 1.00 0.75 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 129 1.00 1.00 1.00 1.00 0.75 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.50 1.00 1.00
## 130 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 131 0.50 0.50 0.75 0.25 0.50 0.50 1.00 1.00 0.75 0.75 0.50 0.75 1.00 0.50 0.25
## 132 0.50 0.75 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 0.00 0.75 1.00 0.00 0.25
## 133 1.00 0.25 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.25
## 134 1.00 1.00 1.00 1.00 0.75 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 135 0.25 0.75 0.25 0.50 1.00 1.00 1.00 1.00 0.50 0.25 0.75 0.00 1.00 0.75 1.00
## 136 0.50 0.75 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 0.00 0.75 1.00 0.00 0.25
## 139 1.00 0.25 1.00 0.75 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 1.00 0.75
## 140 0.75 0.50 1.00 0.75 0.50 0.75 0.75 0.75 1.00 1.00 0.50 1.00 0.75 0.50 0.50
## 141 1.00 0.00 1.00 0.75 0.50 0.50 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.75 0.50
## 142 1.00 0.00 1.00 0.75 0.50 0.50 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.75 0.50
## 143 0.75 0.25 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.50 0.50 0.75 0.50 0.75
## 144 1.00 0.25 1.00 0.75 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 1.00 0.75
## 145 1.00 0.50 1.00 1.00 0.50 1.00 0.75 0.75 1.00 0.75 1.00 0.75 0.25 1.00 1.00
## 146 0.25 1.00 0.25 0.50 1.00 0.75 1.00 0.75 0.25 0.50 0.75 0.25 0.75 0.75 1.00
## 147 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 148 0.25 0.75 0.25 0.50 1.00 1.00 1.00 1.00 0.50 0.25 0.75 0.00 1.00 0.75 1.00
## 149 0.25 0.75 0.25 0.50 1.00 1.00 1.00 1.00 0.50 0.25 0.75 0.00 1.00 0.75 1.00
## 156 0.50 0.75 0.50 0.50 1.00 1.00 1.00 1.00 0.25 0.00 1.00 0.25 1.00 1.00 1.00
## 157 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 158 1.00 0.00 1.00 0.75 0.50 0.50 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.75 0.50
## 160 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 161 1.00 0.50 1.00 1.00 0.75 0.75 0.75 1.00 0.75 0.75 0.75 1.00 0.75 0.75 0.75
## 162 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 163 1.00 0.50 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.75 1.00 0.75 0.50 1.00 1.00
## 166 0.75 0.75 1.00 0.75 0.25 1.00 0.50 0.50 1.00 1.00 0.75 1.00 0.50 0.75 0.75
## 168 1.00 0.75 1.00 1.00 0.75 1.00 0.25 0.25 1.00 0.75 1.00 0.75 0.75 1.00 1.00
## 169 0.50 0.50 0.75 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.25 0.75 0.75 0.25 0.50
## 170 0.25 1.00 0.00 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 1.00
## 171 1.00 0.75 0.75 1.00 0.50 1.00 0.50 0.50 1.00 1.00 1.00 1.00 0.50 1.00 1.00
## 172 1.00 1.00 1.00 1.00 0.75 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 173 1.00 1.00 1.00 1.00 0.75 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.50 1.00 1.00
## 175 1.00 1.00 1.00 1.00 0.75 0.75 0.25 0.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00
## 176 0.25 1.00 0.50 0.25 0.75 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75
## 177 0.75 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 0.75 0.25 0.50 1.00 0.25 0.50
## 178 0.50 0.50 0.50 0.75 0.75 1.00 1.00 1.00 0.75 0.50 0.75 0.25 0.75 0.75 1.00
## 179 0.50 0.50 0.75 0.25 0.50 0.50 1.00 1.00 0.75 0.75 0.50 0.75 1.00 0.50 0.25
## 181 0.75 0.75 1.00 0.75 0.25 1.00 0.50 0.50 1.00 1.00 0.75 1.00 0.50 0.75 0.75
## 182 0.75 0.50 1.00 0.50 0.00 0.75 0.75 0.75 1.00 1.00 0.75 1.00 0.50 0.75 0.50
## 183 0.50 0.75 0.50 0.75 1.00 0.75 1.00 1.00 0.75 0.50 0.50 0.25 1.00 0.50 0.75
## 184 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 0.25 1.00 0.50 1.00 1.00 1.00
## 186 0.25 1.00 0.50 0.50 0.75 0.75 1.00 1.00 0.75 0.75 0.25 0.50 1.00 0.25 0.50
## 187 0.75 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.25 0.00
## 188 0.25 1.00 0.25 0.50 1.00 0.75 1.00 0.75 0.25 0.50 0.75 0.25 0.75 0.75 1.00
## 189 1.00 1.00 1.00 1.00 0.75 0.75 0.25 0.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00
## 190 1.00 0.75 1.00 1.00 0.50 0.75 0.50 0.25 0.75 1.00 1.00 1.00 0.25 1.00 1.00
## 191 1.00 0.75 1.00 1.00 0.75 1.00 0.25 0.25 1.00 0.75 1.00 0.75 0.75 1.00 1.00
## 192 0.00 1.00 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.50 0.75
## 194 0.25 1.00 0.00 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 1.00
## 195 0.50 0.75 0.50 0.50 1.00 1.00 1.00 1.00 0.25 0.00 1.00 0.25 1.00 1.00 1.00
## 197 0.50 0.75 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 0.00 0.75 1.00 0.00 0.25
## 198 0.25 1.00 0.00 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 1.00
## 22 23 24 25 27 28 29 30 31 32 33 34 35 36 37
## 3
## 4
## 6
## 8
## 9
## 10
## 11
## 12
## 14
## 15
## 17
## 18
## 20
## 21
## 22
## 23 0.50
## 24 1.00 0.75
## 25 0.75 1.00 0.50
## 27 0.75 1.00 0.50 0.25
## 28 0.75 0.75 0.75 0.75 1.00
## 29 0.75 1.00 1.00 0.50 0.75 0.50
## 30 0.50 1.00 1.00 0.75 0.75 0.75 0.25
## 31 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25
## 32 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00
## 33 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 1.00 1.00
## 34 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50
## 35 0.50 1.00 1.00 0.75 0.75 0.75 0.25 0.00 0.25 0.25 1.00 1.00
## 36 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00 0.00 1.00 1.00 0.25
## 37 1.00 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00
## 38 1.00 1.00 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 39 0.50 0.50 0.50 0.50 0.50 0.75 0.75 0.75 0.75 0.75 1.00 0.50 0.75 0.75 1.00
## 40 0.75 0.50 1.00 0.75 1.00 0.25 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 0.75
## 41 1.00 0.75 0.50 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 0.50 1.00 1.00 0.50
## 42 0.50 1.00 1.00 0.75 0.75 0.75 0.25 0.00 0.25 0.25 1.00 1.00 0.00 0.25 1.00
## 43 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00 0.00 1.00 1.00 0.25 0.00 1.00
## 44 1.00 0.50 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.50
## 45 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.25 0.50 0.50 1.00 1.00 0.25 0.50 1.00
## 46 1.00 1.00 0.25 0.50 0.25 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 47 1.00 1.00 0.25 0.50 0.25 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 48 1.00 1.00 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.25
## 49 1.00 1.00 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 51 0.75 0.25 0.50 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.75
## 52 0.75 0.75 0.50 0.50 0.50 1.00 1.00 0.75 1.00 1.00 0.75 0.50 0.75 1.00 0.50
## 53 0.75 0.50 0.75 0.50 0.75 0.50 0.75 1.00 0.75 0.75 1.00 0.75 1.00 0.75 0.75
## 54 1.00 1.00 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 55 0.50 0.00 0.75 1.00 1.00 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.75
## 56 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.25 0.50 0.50 1.00 1.00 0.25 0.50 1.00
## 57 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.25 0.50 0.50 1.00 1.00 0.25 0.50 1.00
## 58 1.00 1.00 0.25 0.50 0.25 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 59 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00 0.00 1.00 1.00 0.25 0.00 1.00
## 60 1.00 0.75 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 0.75
## 61 0.50 0.00 0.75 1.00 1.00 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.75
## 62 1.00 1.00 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.25
## 63 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.00 1.00 1.00 0.75
## 64 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00 0.00 1.00 1.00 0.25 0.00 1.00
## 65 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 66 0.50 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.50
## 67 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.00 0.50 1.00 1.00 0.25
## 68 1.00 1.00 0.25 0.25 0.50 0.50 0.75 1.00 0.75 0.75 0.50 0.25 1.00 0.75 0.75
## 69 1.00 0.50 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.50
## 71 0.25 0.25 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75 1.00 0.75 0.75 0.75 1.00
## 72 0.50 0.75 1.00 0.50 0.75 0.25 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 73 0.75 0.50 1.00 0.75 1.00 0.25 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 0.75
## 74 1.00 0.75 0.50 0.25 0.50 0.75 0.75 1.00 0.75 0.75 0.75 0.50 1.00 0.75 0.50
## 75 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 76 0.25 0.50 1.00 0.50 0.75 0.50 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 1.00
## 78 0.75 0.25 0.50 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.75
## 79 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.00 0.50 1.00 1.00 0.25
## 80 0.50 0.75 0.75 0.25 0.50 0.50 0.50 0.75 0.50 0.50 1.00 0.75 0.75 0.50 1.00
## 81 0.50 0.50 0.50 0.50 0.50 0.75 0.75 0.75 0.75 0.75 1.00 0.50 0.75 0.75 1.00
## 82 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.25 0.50 0.50 1.00 1.00 0.25 0.50 1.00
## 84 1.00 1.00 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 0.75 1.00 1.00 0.50
## 85 1.00 0.75 0.50 0.50 0.25 1.00 1.00 1.00 1.00 1.00 0.50 0.50 1.00 1.00 0.25
## 86 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.00 1.00 1.00 0.75
## 87 0.50 0.00 0.75 1.00 1.00 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.75
## 88 1.00 0.75 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.75
## 89 1.00 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.00
## 90 0.75 0.75 0.75 0.75 0.75 0.75 0.25 0.25 0.25 0.25 1.00 0.75 0.25 0.25 1.00
## 91 0.75 1.00 1.00 0.75 0.50 0.75 0.25 0.25 0.25 0.25 0.75 1.00 0.25 0.25 0.75
## 92 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 94 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.25 0.50 0.50 1.00 1.00 0.25 0.50 1.00
## 95 1.00 1.00 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.25
## 97 0.75 0.25 0.75 1.00 1.00 0.50 0.75 0.75 0.75 0.75 1.00 0.75 0.75 0.75 0.75
## 98 0.75 0.25 0.75 1.00 1.00 1.00 0.75 0.75 0.75 0.75 1.00 0.75 0.75 0.75 0.75
## 99 1.00 1.00 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 100 1.00 1.00 0.25 0.50 0.25 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 101 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 102 0.75 0.50 0.75 0.50 0.75 0.50 0.75 1.00 0.75 0.75 1.00 0.75 1.00 0.75 0.75
## 103 0.25 0.25 1.00 1.00 1.00 0.75 1.00 0.75 1.00 1.00 1.00 1.00 0.75 1.00 0.75
## 106 1.00 1.00 0.25 0.50 0.25 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 107 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.00 0.50 1.00 1.00 0.25
## 108 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 109 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 110 0.50 0.75 0.75 0.50 0.25 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75
## 112 1.00 0.75 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 0.75
## 113 1.00 0.75 0.50 0.50 0.25 1.00 1.00 1.00 1.00 1.00 0.50 0.50 1.00 1.00 0.25
## 115 0.75 0.50 1.00 0.75 1.00 0.25 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 0.75
## 116 1.00 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.00
## 117 0.50 0.50 0.50 0.50 0.50 0.75 0.75 0.75 0.75 0.75 1.00 0.50 0.75 0.75 1.00
## 119 0.50 0.00 0.75 1.00 1.00 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.75
## 121 1.00 0.50 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.50
## 122 0.50 0.00 0.75 1.00 1.00 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.75
## 123 0.25 0.25 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75 1.00 0.75 0.75 0.75 1.00
## 124 0.50 0.75 1.00 0.50 0.75 0.25 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 125 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.00 1.00 1.00 0.75
## 127 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 128 1.00 1.00 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.25
## 129 1.00 1.00 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 0.75 1.00 1.00 0.50
## 130 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00 0.00 1.00 1.00 0.25 0.00 1.00
## 131 0.75 0.50 1.00 0.75 1.00 0.25 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 0.75
## 132 0.25 0.50 1.00 0.50 0.75 0.50 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 1.00
## 133 0.50 0.00 0.75 1.00 1.00 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.75
## 134 1.00 1.00 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.25
## 135 0.75 0.75 0.75 0.75 0.75 0.75 0.25 0.25 0.25 0.25 1.00 0.75 0.25 0.25 1.00
## 136 0.25 0.50 1.00 0.50 0.75 0.50 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 1.00
## 139 1.00 0.50 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.50
## 140 0.75 0.75 0.50 0.50 0.75 0.25 0.75 1.00 0.75 0.75 0.75 0.50 1.00 0.75 1.00
## 141 0.75 0.25 0.50 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.75
## 142 0.75 0.25 0.50 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.75
## 143 0.50 0.50 0.50 0.50 0.50 0.75 0.75 0.75 0.75 0.75 1.00 0.50 0.75 0.75 1.00
## 144 1.00 0.50 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.50
## 145 1.00 0.75 0.25 0.50 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.25 1.00 1.00 0.75
## 146 0.75 1.00 1.00 0.75 0.50 0.75 0.25 0.25 0.25 0.25 0.75 1.00 0.25 0.25 0.75
## 147 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.00 1.00 1.00 0.75
## 148 0.75 0.75 0.75 0.75 0.75 0.75 0.25 0.25 0.25 0.25 1.00 0.75 0.25 0.25 1.00
## 149 0.75 0.75 0.75 0.75 0.75 0.75 0.25 0.25 0.25 0.25 1.00 0.75 0.25 0.25 1.00
## 156 1.00 0.75 0.75 1.00 1.00 0.75 0.50 0.50 0.50 0.50 1.00 0.75 0.50 0.50 1.00
## 157 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 158 0.75 0.25 0.50 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.75
## 160 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 161 0.75 0.75 0.75 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.75 1.00 1.00 1.00
## 162 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.00 1.00 1.00 0.75
## 163 1.00 0.75 0.00 0.50 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.00 1.00 1.00 0.75
## 166 1.00 1.00 0.25 0.25 0.50 0.50 0.75 1.00 0.75 0.75 0.50 0.25 1.00 0.75 0.75
## 168 1.00 0.75 0.25 0.75 0.75 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 169 0.50 0.75 0.75 0.25 0.50 0.50 0.50 0.75 0.50 0.50 1.00 0.75 0.75 0.50 1.00
## 170 0.50 1.00 1.00 0.75 0.75 0.75 0.25 0.00 0.25 0.25 1.00 1.00 0.00 0.25 1.00
## 171 0.75 1.00 0.25 0.50 0.50 0.75 1.00 0.75 1.00 1.00 0.50 0.25 0.75 1.00 0.75
## 172 1.00 1.00 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.25
## 173 1.00 1.00 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 0.75 1.00 1.00 0.50
## 175 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.00 0.50 1.00 1.00 0.25
## 176 1.00 1.00 1.00 0.75 1.00 0.50 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 177 0.25 0.25 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75 1.00 0.75 0.75 0.75 1.00
## 178 0.75 0.75 0.50 0.50 0.50 1.00 0.50 0.50 0.50 0.50 1.00 0.50 0.50 0.50 1.00
## 179 0.75 0.50 1.00 0.75 1.00 0.25 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 0.75
## 181 1.00 1.00 0.25 0.25 0.50 0.50 0.75 1.00 0.75 0.75 0.50 0.25 1.00 0.75 0.75
## 182 1.00 0.75 0.50 0.25 0.50 0.75 0.75 1.00 0.75 0.75 0.75 0.50 1.00 0.75 0.50
## 183 0.50 0.50 0.75 0.75 0.75 1.00 0.50 0.50 0.50 0.50 1.00 0.75 0.50 0.50 1.00
## 184 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.25 0.50 0.50 1.00 1.00 0.25 0.50 1.00
## 186 0.50 0.75 1.00 0.50 0.75 0.75 0.25 0.50 0.25 0.25 1.00 1.00 0.50 0.25 1.00
## 187 0.50 0.25 1.00 0.75 1.00 0.50 0.75 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75
## 188 0.75 1.00 1.00 0.75 0.50 0.75 0.25 0.25 0.25 0.25 0.75 1.00 0.25 0.25 0.75
## 189 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 1.00 1.00 0.00 0.50 1.00 1.00 0.25
## 190 1.00 1.00 0.25 0.50 0.25 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 191 1.00 0.75 0.25 0.75 0.75 0.75 1.00 1.00 1.00 1.00 0.25 0.25 1.00 1.00 0.50
## 192 0.75 1.00 1.00 0.50 0.75 0.50 0.00 0.25 0.00 0.00 1.00 1.00 0.25 0.00 1.00
## 194 0.50 1.00 1.00 0.75 0.75 0.75 0.25 0.00 0.25 0.25 1.00 1.00 0.00 0.25 1.00
## 195 1.00 0.75 0.75 1.00 1.00 0.75 0.50 0.50 0.50 0.50 1.00 0.75 0.50 0.50 1.00
## 197 0.25 0.50 1.00 0.50 0.75 0.50 0.50 0.75 0.50 0.50 1.00 1.00 0.75 0.50 1.00
## 198 0.50 1.00 1.00 0.75 0.75 0.75 0.25 0.00 0.25 0.25 1.00 1.00 0.00 0.25 1.00
## 38 39 40 41 42 43 44 45 46 47 48 49 51 52 53
## 3
## 4
## 6
## 8
## 9
## 10
## 11
## 12
## 14
## 15
## 17
## 18
## 20
## 21
## 22
## 23
## 24
## 25
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39 1.00
## 40 0.50 0.75
## 41 1.00 0.75 1.00
## 42 0.50 0.75 0.75 1.00
## 43 0.25 0.75 0.50 1.00 0.25
## 44 1.00 0.50 0.75 0.50 1.00 1.00
## 45 0.25 1.00 0.75 1.00 0.25 0.50 1.00
## 46 1.00 0.75 1.00 0.75 1.00 1.00 0.50 1.00
## 47 1.00 0.75 1.00 0.75 1.00 1.00 0.50 1.00 0.00
## 48 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.50 0.50
## 49 0.00 1.00 0.50 1.00 0.50 0.25 1.00 0.25 1.00 1.00 1.00
## 51 1.00 0.25 0.50 0.75 1.00 1.00 0.25 1.00 0.75 0.75 1.00 1.00
## 52 1.00 0.75 0.75 0.75 0.75 1.00 0.25 0.75 0.50 0.50 0.75 1.00 0.50
## 53 0.75 0.50 0.25 1.00 1.00 0.75 0.50 1.00 0.75 0.75 1.00 0.75 0.25 0.50
## 54 0.00 1.00 0.50 1.00 0.50 0.25 1.00 0.25 1.00 1.00 1.00 0.00 1.00 1.00 0.75
## 55 1.00 0.50 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 0.50
## 56 0.25 1.00 0.75 1.00 0.25 0.50 1.00 0.00 1.00 1.00 1.00 0.25 1.00 0.75 1.00
## 57 0.25 1.00 0.75 1.00 0.25 0.50 1.00 0.00 1.00 1.00 1.00 0.25 1.00 0.75 1.00
## 58 1.00 0.75 1.00 0.75 1.00 1.00 0.50 1.00 0.00 0.00 0.50 1.00 0.75 0.50 0.75
## 59 0.25 0.75 0.50 1.00 0.25 0.00 1.00 0.50 1.00 1.00 1.00 0.25 1.00 1.00 0.75
## 60 0.25 1.00 0.25 1.00 0.50 0.25 0.75 0.50 1.00 1.00 1.00 0.25 0.75 0.75 0.50
## 61 1.00 0.50 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 0.50
## 62 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.50 0.50 0.00 1.00 1.00 0.75 1.00
## 63 1.00 0.50 1.00 0.50 1.00 1.00 0.25 1.00 0.25 0.25 0.75 1.00 0.50 0.50 0.75
## 64 0.25 0.75 0.50 1.00 0.25 0.00 1.00 0.50 1.00 1.00 1.00 0.25 1.00 1.00 0.75
## 65 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 66 1.00 0.75 0.50 1.00 1.00 1.00 0.75 1.00 0.75 0.75 0.75 1.00 0.50 0.75 0.50
## 67 1.00 1.00 1.00 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.25 1.00 1.00 0.75 1.00
## 68 0.75 0.75 0.75 0.75 1.00 0.75 0.50 1.00 0.25 0.25 0.75 0.75 0.75 0.50 0.50
## 69 1.00 0.50 0.75 0.50 1.00 1.00 0.00 1.00 0.50 0.50 0.75 1.00 0.25 0.25 0.50
## 71 1.00 0.25 0.75 0.75 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 0.75
## 72 0.50 0.50 0.25 1.00 0.50 0.25 1.00 0.75 1.00 1.00 1.00 0.50 0.75 1.00 0.50
## 73 0.50 0.75 0.00 1.00 0.75 0.50 0.75 0.75 1.00 1.00 1.00 0.50 0.50 0.75 0.25
## 74 0.75 0.75 0.50 0.75 1.00 0.75 0.25 1.00 0.50 0.50 0.75 0.75 0.50 0.25 0.25
## 75 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 76 0.75 0.50 0.50 1.00 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.75 1.00 0.50
## 78 1.00 0.25 0.50 0.75 1.00 1.00 0.25 1.00 0.75 0.75 1.00 1.00 0.00 0.50 0.25
## 79 1.00 1.00 1.00 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.25 1.00 1.00 0.75 1.00
## 80 0.75 0.25 0.50 1.00 0.75 0.50 0.75 1.00 0.75 0.75 1.00 0.75 0.50 0.75 0.25
## 81 1.00 0.00 0.75 0.75 0.75 0.75 0.50 1.00 0.75 0.75 1.00 1.00 0.25 0.75 0.50
## 82 0.25 1.00 0.75 1.00 0.25 0.50 1.00 0.00 1.00 1.00 1.00 0.25 1.00 0.75 1.00
## 84 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.75 0.25 1.00 1.00 0.75 1.00
## 85 1.00 0.75 0.75 0.75 1.00 1.00 0.25 1.00 0.25 0.25 0.50 1.00 0.50 0.25 0.50
## 86 1.00 0.50 1.00 0.50 1.00 1.00 0.25 1.00 0.25 0.25 0.75 1.00 0.50 0.50 0.75
## 87 1.00 0.50 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 0.50
## 88 1.00 0.50 1.00 0.25 1.00 1.00 0.25 1.00 0.50 0.50 0.50 1.00 0.50 0.50 0.75
## 89 1.00 1.00 0.75 0.50 1.00 1.00 0.50 1.00 0.50 0.50 0.25 1.00 0.75 0.50 0.75
## 90 0.50 0.50 0.75 0.75 0.25 0.25 0.75 0.50 1.00 1.00 1.00 0.50 0.75 1.00 1.00
## 91 0.50 0.75 0.75 1.00 0.25 0.25 1.00 0.50 0.75 0.75 0.75 0.50 1.00 1.00 1.00
## 92 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 94 0.25 1.00 0.75 1.00 0.25 0.50 1.00 0.00 1.00 1.00 1.00 0.25 1.00 0.75 1.00
## 95 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.50 0.50 0.00 1.00 1.00 0.75 1.00
## 97 0.75 0.50 0.25 0.75 0.75 0.75 0.50 0.75 1.00 1.00 1.00 0.75 0.25 0.75 0.50
## 98 0.75 0.75 0.75 0.75 0.75 0.75 0.50 0.75 1.00 1.00 1.00 0.75 0.50 0.75 0.75
## 99 0.00 1.00 0.50 1.00 0.50 0.25 1.00 0.25 1.00 1.00 1.00 0.00 1.00 1.00 0.75
## 100 1.00 0.75 1.00 0.75 1.00 1.00 0.50 1.00 0.00 0.00 0.50 1.00 0.75 0.50 0.75
## 101 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 102 0.75 0.50 0.25 1.00 1.00 0.75 0.50 1.00 0.75 0.75 1.00 0.75 0.25 0.50 0.00
## 103 1.00 0.75 0.50 1.00 0.75 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.50 0.50 0.50
## 106 1.00 0.75 1.00 0.75 1.00 1.00 0.50 1.00 0.00 0.00 0.50 1.00 0.75 0.50 0.75
## 107 1.00 1.00 1.00 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.25 1.00 1.00 0.75 1.00
## 108 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 109 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 110 1.00 0.25 0.75 1.00 0.75 0.75 0.75 1.00 0.50 0.50 0.75 1.00 0.50 0.75 0.50
## 112 0.25 1.00 0.25 1.00 0.50 0.25 0.75 0.50 1.00 1.00 1.00 0.25 0.75 0.75 0.50
## 113 1.00 0.75 0.75 0.75 1.00 1.00 0.25 1.00 0.25 0.25 0.50 1.00 0.50 0.25 0.50
## 115 0.50 0.75 0.00 1.00 0.75 0.50 0.75 0.75 1.00 1.00 1.00 0.50 0.50 0.75 0.25
## 116 1.00 1.00 0.75 0.50 1.00 1.00 0.50 1.00 0.50 0.50 0.25 1.00 0.75 0.50 0.75
## 117 1.00 0.00 0.75 0.75 0.75 0.75 0.50 1.00 0.75 0.75 1.00 1.00 0.25 0.75 0.50
## 119 1.00 0.50 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 0.50
## 121 1.00 0.50 0.75 0.50 1.00 1.00 0.00 1.00 0.50 0.50 0.75 1.00 0.25 0.25 0.50
## 122 1.00 0.50 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 0.50
## 123 1.00 0.25 0.75 0.75 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 0.75
## 124 0.50 0.50 0.25 1.00 0.50 0.25 1.00 0.75 1.00 1.00 1.00 0.50 0.75 1.00 0.50
## 125 1.00 0.50 1.00 0.50 1.00 1.00 0.25 1.00 0.25 0.25 0.75 1.00 0.50 0.50 0.75
## 127 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 128 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.50 0.50 0.00 1.00 1.00 0.75 1.00
## 129 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.75 0.25 1.00 1.00 0.75 1.00
## 130 0.25 0.75 0.50 1.00 0.25 0.00 1.00 0.50 1.00 1.00 1.00 0.25 1.00 1.00 0.75
## 131 0.50 0.75 0.00 1.00 0.75 0.50 0.75 0.75 1.00 1.00 1.00 0.50 0.50 0.75 0.25
## 132 0.75 0.50 0.50 1.00 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.75 1.00 0.50
## 133 1.00 0.50 0.50 0.75 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.25 0.75 0.50
## 134 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.50 0.50 0.00 1.00 1.00 0.75 1.00
## 135 0.50 0.50 0.75 0.75 0.25 0.25 0.75 0.50 1.00 1.00 1.00 0.50 0.75 1.00 1.00
## 136 0.75 0.50 0.50 1.00 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.75 1.00 0.50
## 139 1.00 0.50 0.75 0.50 1.00 1.00 0.00 1.00 0.50 0.50 0.75 1.00 0.25 0.25 0.50
## 140 0.75 0.50 0.50 1.00 1.00 0.75 0.75 1.00 0.50 0.50 1.00 0.75 0.50 0.75 0.25
## 141 1.00 0.25 0.50 0.75 1.00 1.00 0.25 1.00 0.75 0.75 1.00 1.00 0.00 0.50 0.25
## 142 1.00 0.25 0.50 0.75 1.00 1.00 0.25 1.00 0.75 0.75 1.00 1.00 0.00 0.50 0.25
## 143 1.00 0.00 0.75 0.75 0.75 0.75 0.50 1.00 0.75 0.75 1.00 1.00 0.25 0.75 0.50
## 144 1.00 0.50 0.75 0.50 1.00 1.00 0.00 1.00 0.50 0.50 0.75 1.00 0.25 0.25 0.50
## 145 1.00 0.50 1.00 0.25 1.00 1.00 0.25 1.00 0.50 0.50 0.50 1.00 0.50 0.50 0.75
## 146 0.50 0.75 0.75 1.00 0.25 0.25 1.00 0.50 0.75 0.75 0.75 0.50 1.00 1.00 1.00
## 147 1.00 0.50 1.00 0.50 1.00 1.00 0.25 1.00 0.25 0.25 0.75 1.00 0.50 0.50 0.75
## 148 0.50 0.50 0.75 0.75 0.25 0.25 0.75 0.50 1.00 1.00 1.00 0.50 0.75 1.00 1.00
## 149 0.50 0.50 0.75 0.75 0.25 0.25 0.75 0.50 1.00 1.00 1.00 0.50 0.75 1.00 1.00
## 156 0.25 0.75 0.75 0.75 0.50 0.50 0.75 0.25 1.00 1.00 1.00 0.25 0.75 1.00 1.00
## 157 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 158 1.00 0.25 0.50 0.75 1.00 1.00 0.25 1.00 0.75 0.75 1.00 1.00 0.00 0.50 0.25
## 160 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 161 0.75 0.50 0.75 1.00 1.00 1.00 0.75 0.75 0.75 0.75 1.00 0.75 0.50 0.75 0.50
## 162 1.00 0.50 1.00 0.50 1.00 1.00 0.25 1.00 0.25 0.25 0.75 1.00 0.50 0.50 0.75
## 163 1.00 0.50 1.00 0.50 1.00 1.00 0.25 1.00 0.25 0.25 0.75 1.00 0.50 0.50 0.75
## 166 0.75 0.75 0.75 0.75 1.00 0.75 0.50 1.00 0.25 0.25 0.75 0.75 0.75 0.50 0.50
## 168 1.00 0.75 1.00 0.25 1.00 1.00 0.50 1.00 0.50 0.50 0.50 1.00 0.75 0.75 1.00
## 169 0.75 0.25 0.50 1.00 0.75 0.50 0.75 1.00 0.75 0.75 1.00 0.75 0.50 0.75 0.25
## 170 0.50 0.75 0.75 1.00 0.00 0.25 1.00 0.25 1.00 1.00 1.00 0.50 1.00 0.75 1.00
## 171 1.00 0.75 1.00 0.75 0.75 1.00 0.50 0.75 0.25 0.25 0.75 1.00 0.75 0.25 0.75
## 172 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.50 0.50 0.00 1.00 1.00 0.75 1.00
## 173 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.75 0.25 1.00 1.00 0.75 1.00
## 175 1.00 1.00 1.00 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.25 1.00 1.00 0.75 1.00
## 176 0.00 1.00 0.50 1.00 0.50 0.25 1.00 0.25 1.00 1.00 1.00 0.00 1.00 1.00 0.75
## 177 1.00 0.25 0.75 0.75 0.75 0.75 0.75 1.00 1.00 1.00 1.00 1.00 0.50 1.00 0.75
## 178 0.75 0.25 1.00 0.75 0.50 0.50 0.50 0.75 0.75 0.75 1.00 0.75 0.50 0.75 0.75
## 179 0.50 0.75 0.00 1.00 0.75 0.50 0.75 0.75 1.00 1.00 1.00 0.50 0.50 0.75 0.25
## 181 0.75 0.75 0.75 0.75 1.00 0.75 0.50 1.00 0.25 0.25 0.75 0.75 0.75 0.50 0.50
## 182 0.75 0.75 0.50 0.75 1.00 0.75 0.25 1.00 0.50 0.50 0.75 0.75 0.50 0.25 0.25
## 183 0.75 0.50 1.00 0.75 0.50 0.50 0.75 0.75 1.00 1.00 1.00 0.75 0.75 1.00 1.00
## 184 0.25 1.00 0.75 1.00 0.25 0.50 1.00 0.00 1.00 1.00 1.00 0.25 1.00 0.75 1.00
## 186 0.50 0.75 0.75 1.00 0.50 0.25 1.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00 0.75
## 187 0.75 0.75 0.25 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 0.50 0.75 0.25
## 188 0.50 0.75 0.75 1.00 0.25 0.25 1.00 0.50 0.75 0.75 0.75 0.50 1.00 1.00 1.00
## 189 1.00 1.00 1.00 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.25 1.00 1.00 0.75 1.00
## 190 1.00 0.75 1.00 0.75 1.00 1.00 0.50 1.00 0.00 0.00 0.50 1.00 0.75 0.50 0.75
## 191 1.00 0.75 1.00 0.25 1.00 1.00 0.50 1.00 0.50 0.50 0.50 1.00 0.75 0.75 1.00
## 192 0.25 0.75 0.50 1.00 0.25 0.00 1.00 0.50 1.00 1.00 1.00 0.25 1.00 1.00 0.75
## 194 0.50 0.75 0.75 1.00 0.00 0.25 1.00 0.25 1.00 1.00 1.00 0.50 1.00 0.75 1.00
## 195 0.25 0.75 0.75 0.75 0.50 0.50 0.75 0.25 1.00 1.00 1.00 0.25 0.75 1.00 1.00
## 197 0.75 0.50 0.50 1.00 0.75 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.75 1.00 0.50
## 198 0.50 0.75 0.75 1.00 0.00 0.25 1.00 0.25 1.00 1.00 1.00 0.50 1.00 0.75 1.00
## 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68
## 3
## 4
## 6
## 8
## 9
## 10
## 11
## 12
## 14
## 15
## 17
## 18
## 20
## 21
## 22
## 23
## 24
## 25
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 51
## 52
## 53
## 54
## 55 1.00
## 56 0.25 1.00
## 57 0.25 1.00 0.00
## 58 1.00 1.00 1.00 1.00
## 59 0.25 1.00 0.50 0.50 1.00
## 60 0.25 0.75 0.50 0.50 1.00 0.25
## 61 1.00 0.00 1.00 1.00 1.00 1.00 0.75
## 62 1.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00
## 63 1.00 0.75 1.00 1.00 0.25 1.00 1.00 0.75 0.75
## 64 0.25 1.00 0.50 0.50 1.00 0.00 0.25 1.00 1.00 1.00
## 65 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75
## 66 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.25 0.75 1.00 1.00 0.25
## 67 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 1.00 1.00 0.75
## 68 0.75 1.00 1.00 1.00 0.25 0.75 0.75 1.00 0.75 0.25 0.75 0.75 1.00 0.50
## 69 1.00 0.50 1.00 1.00 0.50 1.00 0.75 0.50 0.75 0.25 1.00 0.75 0.75 0.75 0.50
## 71 1.00 0.25 1.00 1.00 1.00 0.75 1.00 0.25 1.00 0.75 0.75 0.50 0.50 1.00 1.00
## 72 0.50 0.75 0.75 0.75 1.00 0.25 0.50 0.75 1.00 1.00 0.25 0.50 0.75 1.00 0.75
## 73 0.50 0.50 0.75 0.75 1.00 0.50 0.25 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 74 0.75 0.75 1.00 1.00 0.50 0.75 0.50 0.75 0.75 0.50 0.75 0.50 0.75 0.75 0.25
## 75 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 76 0.75 0.50 1.00 1.00 1.00 0.50 0.75 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 78 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.25 1.00 0.50 1.00 0.50 0.50 1.00 0.75
## 79 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 1.00 1.00 0.75 0.00 0.50
## 80 0.75 0.75 1.00 1.00 0.75 0.50 0.75 0.75 1.00 0.75 0.50 0.50 0.75 1.00 0.50
## 81 1.00 0.50 1.00 1.00 0.75 0.75 1.00 0.50 1.00 0.50 0.75 0.75 0.75 1.00 0.75
## 82 0.25 1.00 0.00 0.00 1.00 0.50 0.50 1.00 1.00 1.00 0.50 1.00 1.00 1.00 1.00
## 84 1.00 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 0.75 1.00 1.00 1.00 0.50 0.75
## 85 1.00 0.75 1.00 1.00 0.25 1.00 0.75 0.75 0.50 0.50 1.00 0.75 0.50 0.50 0.50
## 86 1.00 0.75 1.00 1.00 0.25 1.00 1.00 0.75 0.75 0.00 1.00 1.00 1.00 0.50 0.25
## 87 1.00 0.00 1.00 1.00 1.00 1.00 0.75 0.00 1.00 0.75 1.00 0.25 0.25 1.00 1.00
## 88 1.00 0.75 1.00 1.00 0.50 1.00 1.00 0.75 0.50 0.25 1.00 1.00 1.00 0.75 0.50
## 89 1.00 0.75 1.00 1.00 0.50 1.00 0.75 0.75 0.25 0.75 1.00 0.75 0.50 0.25 0.75
## 90 0.50 0.75 0.50 0.50 1.00 0.25 0.50 0.75 1.00 0.75 0.25 1.00 1.00 1.00 1.00
## 91 0.50 1.00 0.50 0.50 0.75 0.25 0.50 1.00 0.75 1.00 0.25 1.00 0.75 0.75 1.00
## 92 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 94 0.25 1.00 0.00 0.00 1.00 0.50 0.50 1.00 1.00 1.00 0.50 1.00 1.00 1.00 1.00
## 95 1.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00 0.00 0.75 1.00 1.00 0.75 0.25 0.75
## 97 0.75 0.25 0.75 0.75 1.00 0.75 0.50 0.25 1.00 0.75 0.75 0.50 0.50 1.00 1.00
## 98 0.75 0.25 0.75 0.75 1.00 0.75 0.50 0.25 1.00 0.75 0.75 0.50 0.50 1.00 1.00
## 99 0.00 1.00 0.25 0.25 1.00 0.25 0.25 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.75
## 100 1.00 1.00 1.00 1.00 0.00 1.00 1.00 1.00 0.50 0.25 1.00 1.00 0.75 0.25 0.25
## 101 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 102 0.75 0.50 1.00 1.00 0.75 0.75 0.50 0.50 1.00 0.75 0.75 0.25 0.50 1.00 0.50
## 103 1.00 0.25 0.75 0.75 1.00 1.00 0.75 0.25 1.00 1.00 1.00 0.25 0.25 1.00 1.00
## 106 1.00 1.00 1.00 1.00 0.00 1.00 1.00 1.00 0.50 0.25 1.00 1.00 0.75 0.25 0.25
## 107 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 1.00 1.00 0.75 0.00 0.50
## 108 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 109 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 110 1.00 0.75 1.00 1.00 0.50 0.75 1.00 0.75 0.75 0.75 0.75 0.75 0.50 0.75 0.75
## 112 0.25 0.75 0.50 0.50 1.00 0.25 0.00 0.75 1.00 1.00 0.25 0.50 0.75 1.00 0.75
## 113 1.00 0.75 1.00 1.00 0.25 1.00 0.75 0.75 0.50 0.50 1.00 0.75 0.50 0.50 0.50
## 115 0.50 0.50 0.75 0.75 1.00 0.50 0.25 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 116 1.00 0.75 1.00 1.00 0.50 1.00 0.75 0.75 0.25 0.75 1.00 0.75 0.50 0.25 0.75
## 117 1.00 0.50 1.00 1.00 0.75 0.75 1.00 0.50 1.00 0.50 0.75 0.75 0.75 1.00 0.75
## 119 1.00 0.00 1.00 1.00 1.00 1.00 0.75 0.00 1.00 0.75 1.00 0.25 0.25 1.00 1.00
## 121 1.00 0.50 1.00 1.00 0.50 1.00 0.75 0.50 0.75 0.25 1.00 0.75 0.75 0.75 0.50
## 122 1.00 0.00 1.00 1.00 1.00 1.00 0.75 0.00 1.00 0.75 1.00 0.25 0.25 1.00 1.00
## 123 1.00 0.25 1.00 1.00 1.00 0.75 1.00 0.25 1.00 0.75 0.75 0.50 0.50 1.00 1.00
## 124 0.50 0.75 0.75 0.75 1.00 0.25 0.50 0.75 1.00 1.00 0.25 0.50 0.75 1.00 0.75
## 125 1.00 0.75 1.00 1.00 0.25 1.00 1.00 0.75 0.75 0.00 1.00 1.00 1.00 0.50 0.25
## 127 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 128 1.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00 0.00 0.75 1.00 1.00 0.75 0.25 0.75
## 129 1.00 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 0.75 1.00 1.00 1.00 0.50 0.75
## 130 0.25 1.00 0.50 0.50 1.00 0.00 0.25 1.00 1.00 1.00 0.00 0.75 1.00 1.00 0.75
## 131 0.50 0.50 0.75 0.75 1.00 0.50 0.25 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 132 0.75 0.50 1.00 1.00 1.00 0.50 0.75 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 133 1.00 0.00 1.00 1.00 1.00 1.00 0.75 0.00 1.00 0.75 1.00 0.25 0.25 1.00 1.00
## 134 1.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00 0.00 0.75 1.00 1.00 0.75 0.25 0.75
## 135 0.50 0.75 0.50 0.50 1.00 0.25 0.50 0.75 1.00 0.75 0.25 1.00 1.00 1.00 1.00
## 136 0.75 0.50 1.00 1.00 1.00 0.50 0.75 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 139 1.00 0.50 1.00 1.00 0.50 1.00 0.75 0.50 0.75 0.25 1.00 0.75 0.75 0.75 0.50
## 140 0.75 0.75 1.00 1.00 0.50 0.75 0.75 0.75 1.00 0.50 0.75 0.50 0.75 0.75 0.25
## 141 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.25 1.00 0.50 1.00 0.50 0.50 1.00 0.75
## 142 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.25 1.00 0.50 1.00 0.50 0.50 1.00 0.75
## 143 1.00 0.50 1.00 1.00 0.75 0.75 1.00 0.50 1.00 0.50 0.75 0.75 0.75 1.00 0.75
## 144 1.00 0.50 1.00 1.00 0.50 1.00 0.75 0.50 0.75 0.25 1.00 0.75 0.75 0.75 0.50
## 145 1.00 0.75 1.00 1.00 0.50 1.00 1.00 0.75 0.50 0.25 1.00 1.00 1.00 0.75 0.50
## 146 0.50 1.00 0.50 0.50 0.75 0.25 0.50 1.00 0.75 1.00 0.25 1.00 0.75 0.75 1.00
## 147 1.00 0.75 1.00 1.00 0.25 1.00 1.00 0.75 0.75 0.00 1.00 1.00 1.00 0.50 0.25
## 148 0.50 0.75 0.50 0.50 1.00 0.25 0.50 0.75 1.00 0.75 0.25 1.00 1.00 1.00 1.00
## 149 0.50 0.75 0.50 0.50 1.00 0.25 0.50 0.75 1.00 0.75 0.25 1.00 1.00 1.00 1.00
## 156 0.25 0.75 0.25 0.25 1.00 0.50 0.50 0.75 1.00 0.75 0.50 1.00 1.00 1.00 1.00
## 157 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 158 1.00 0.25 1.00 1.00 0.75 1.00 0.75 0.25 1.00 0.50 1.00 0.50 0.50 1.00 0.75
## 160 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 161 0.75 0.75 0.75 0.75 0.75 1.00 1.00 0.75 1.00 0.75 1.00 0.75 0.75 1.00 0.75
## 162 1.00 0.75 1.00 1.00 0.25 1.00 1.00 0.75 0.75 0.00 1.00 1.00 1.00 0.50 0.25
## 163 1.00 0.75 1.00 1.00 0.25 1.00 1.00 0.75 0.75 0.00 1.00 1.00 1.00 0.50 0.25
## 166 0.75 1.00 1.00 1.00 0.25 0.75 0.75 1.00 0.75 0.25 0.75 0.75 1.00 0.50 0.00
## 168 1.00 0.75 1.00 1.00 0.50 1.00 1.00 0.75 0.50 0.25 1.00 1.00 1.00 0.25 0.50
## 169 0.75 0.75 1.00 1.00 0.75 0.50 0.75 0.75 1.00 0.75 0.50 0.50 0.75 1.00 0.50
## 170 0.50 1.00 0.25 0.25 1.00 0.25 0.50 1.00 1.00 1.00 0.25 1.00 1.00 1.00 1.00
## 171 1.00 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75 0.25 1.00 1.00 1.00 0.50 0.25
## 172 1.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00 0.00 0.75 1.00 1.00 0.75 0.25 0.75
## 173 1.00 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 0.75 1.00 1.00 1.00 0.50 0.75
## 175 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 1.00 1.00 0.75 0.00 0.50
## 176 0.00 1.00 0.25 0.25 1.00 0.25 0.25 1.00 1.00 1.00 0.25 0.75 1.00 1.00 0.75
## 177 1.00 0.25 1.00 1.00 1.00 0.75 1.00 0.25 1.00 0.75 0.75 0.50 0.50 1.00 1.00
## 178 0.75 0.75 0.75 0.75 0.75 0.50 0.75 0.75 1.00 0.50 0.50 1.00 1.00 1.00 0.75
## 179 0.50 0.50 0.75 0.75 1.00 0.50 0.25 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 181 0.75 1.00 1.00 1.00 0.25 0.75 0.75 1.00 0.75 0.25 0.75 0.75 1.00 0.50 0.00
## 182 0.75 0.75 1.00 1.00 0.50 0.75 0.50 0.75 0.75 0.50 0.75 0.50 0.75 0.75 0.25
## 183 0.75 0.50 0.75 0.75 1.00 0.50 0.75 0.50 1.00 0.75 0.50 0.75 0.75 1.00 1.00
## 184 0.25 1.00 0.00 0.00 1.00 0.50 0.50 1.00 1.00 1.00 0.50 1.00 1.00 1.00 1.00
## 186 0.50 0.75 0.75 0.75 1.00 0.25 0.50 0.75 1.00 1.00 0.25 0.50 0.75 1.00 0.75
## 187 0.75 0.25 1.00 1.00 1.00 0.75 0.50 0.25 1.00 1.00 0.75 0.00 0.25 1.00 0.75
## 188 0.50 1.00 0.50 0.50 0.75 0.25 0.50 1.00 0.75 1.00 0.25 1.00 0.75 0.75 1.00
## 189 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 1.00 1.00 0.75 0.00 0.50
## 190 1.00 1.00 1.00 1.00 0.00 1.00 1.00 1.00 0.50 0.25 1.00 1.00 0.75 0.25 0.25
## 191 1.00 0.75 1.00 1.00 0.50 1.00 1.00 0.75 0.50 0.25 1.00 1.00 1.00 0.25 0.50
## 192 0.25 1.00 0.50 0.50 1.00 0.00 0.25 1.00 1.00 1.00 0.00 0.75 1.00 1.00 0.75
## 194 0.50 1.00 0.25 0.25 1.00 0.25 0.50 1.00 1.00 1.00 0.25 1.00 1.00 1.00 1.00
## 195 0.25 0.75 0.25 0.25 1.00 0.50 0.50 0.75 1.00 0.75 0.50 1.00 1.00 1.00 1.00
## 197 0.75 0.50 1.00 1.00 1.00 0.50 0.75 0.50 1.00 1.00 0.50 0.25 0.50 1.00 0.75
## 198 0.50 1.00 0.25 0.25 1.00 0.25 0.50 1.00 1.00 1.00 0.25 1.00 1.00 1.00 1.00
## 69 71 72 73 74 75 76 78 79 80 81 82 84 85 86
## 3
## 4
## 6
## 8
## 9
## 10
## 11
## 12
## 14
## 15
## 17
## 18
## 20
## 21
## 22
## 23
## 24
## 25
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 51
## 52
## 53
## 54
## 55
## 56
## 57
## 58
## 59
## 60
## 61
## 62
## 63
## 64
## 65
## 66
## 67
## 68
## 69
## 71 0.75
## 72 1.00 0.50
## 73 0.75 0.75 0.25
## 74 0.25 1.00 0.75 0.50
## 75 0.75 0.50 0.50 0.25 0.50
## 76 1.00 0.25 0.25 0.50 0.75 0.25
## 78 0.25 0.50 0.75 0.50 0.50 0.50 0.75
## 79 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00
## 80 0.75 0.50 0.25 0.50 0.50 0.50 0.25 0.50 1.00
## 81 0.50 0.25 0.50 0.75 0.75 0.75 0.50 0.25 1.00 0.25
## 82 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00 1.00
## 84 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00 1.00
## 85 0.25 1.00 1.00 0.75 0.25 0.75 1.00 0.50 0.50 0.75 0.75 1.00 0.75
## 86 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50
## 87 0.50 0.25 0.75 0.50 0.75 0.25 0.50 0.25 1.00 0.75 0.50 1.00 1.00 0.75 0.75
## 88 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.75 0.75 0.50 1.00 0.50 0.50 0.25
## 89 0.50 1.00 1.00 0.75 0.50 0.75 1.00 0.75 0.25 1.00 1.00 1.00 0.50 0.25 0.75
## 90 0.75 0.50 0.50 0.75 1.00 1.00 0.75 0.75 1.00 0.75 0.50 0.50 1.00 1.00 0.75
## 91 1.00 0.75 0.50 0.75 1.00 1.00 0.75 1.00 0.75 0.75 0.75 0.50 1.00 0.75 1.00
## 92 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 94 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00 1.00 0.00 1.00 1.00 1.00
## 95 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 0.75
## 97 0.50 0.50 0.50 0.25 0.75 0.50 0.75 0.25 1.00 0.75 0.50 0.75 1.00 0.75 0.75
## 98 0.50 0.50 1.00 0.75 0.75 0.50 0.75 0.50 1.00 1.00 0.75 0.75 1.00 0.75 0.75
## 99 1.00 1.00 0.50 0.50 0.75 0.75 0.75 1.00 1.00 0.75 1.00 0.25 1.00 1.00 1.00
## 100 0.50 1.00 1.00 1.00 0.50 1.00 1.00 0.75 0.25 0.75 0.75 1.00 0.75 0.25 0.25
## 101 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 102 0.50 0.75 0.50 0.25 0.25 0.25 0.50 0.25 1.00 0.25 0.50 1.00 1.00 0.50 0.75
## 103 0.75 0.50 0.75 0.50 0.75 0.25 0.50 0.50 1.00 0.75 0.75 0.75 1.00 0.75 1.00
## 106 0.50 1.00 1.00 1.00 0.50 1.00 1.00 0.75 0.25 0.75 0.75 1.00 0.75 0.25 0.25
## 107 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.00 1.00 1.00 1.00 0.50 0.50 0.50
## 108 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 109 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 110 0.75 0.50 0.50 0.75 0.75 0.75 0.50 0.50 0.75 0.25 0.25 1.00 1.00 0.50 0.75
## 112 0.75 1.00 0.50 0.25 0.50 0.50 0.75 0.75 1.00 0.75 1.00 0.50 1.00 0.75 1.00
## 113 0.25 1.00 1.00 0.75 0.25 0.75 1.00 0.50 0.50 0.75 0.75 1.00 0.75 0.00 0.50
## 115 0.75 0.75 0.25 0.00 0.50 0.25 0.50 0.50 1.00 0.50 0.75 0.75 1.00 0.75 1.00
## 116 0.50 1.00 1.00 0.75 0.50 0.75 1.00 0.75 0.25 1.00 1.00 1.00 0.50 0.25 0.75
## 117 0.50 0.25 0.50 0.75 0.75 0.75 0.50 0.25 1.00 0.25 0.00 1.00 1.00 0.75 0.50
## 119 0.50 0.25 0.75 0.50 0.75 0.25 0.50 0.25 1.00 0.75 0.50 1.00 1.00 0.75 0.75
## 121 0.00 0.75 1.00 0.75 0.25 0.75 1.00 0.25 0.75 0.75 0.50 1.00 0.75 0.25 0.25
## 122 0.50 0.25 0.75 0.50 0.75 0.25 0.50 0.25 1.00 0.75 0.50 1.00 1.00 0.75 0.75
## 123 0.75 0.00 0.50 0.75 1.00 0.50 0.25 0.50 1.00 0.50 0.25 1.00 1.00 1.00 0.75
## 124 1.00 0.50 0.00 0.25 0.75 0.50 0.25 0.75 1.00 0.25 0.50 0.75 1.00 1.00 1.00
## 125 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50 0.00
## 127 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 128 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 0.75
## 129 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00 1.00 0.00 0.75 0.75
## 130 1.00 0.75 0.25 0.50 0.75 0.75 0.50 1.00 1.00 0.50 0.75 0.50 1.00 1.00 1.00
## 131 0.75 0.75 0.25 0.00 0.50 0.25 0.50 0.50 1.00 0.50 0.75 0.75 1.00 0.75 1.00
## 132 1.00 0.25 0.25 0.50 0.75 0.25 0.00 0.75 1.00 0.25 0.50 1.00 1.00 1.00 1.00
## 133 0.50 0.25 0.75 0.50 0.75 0.25 0.50 0.25 1.00 0.75 0.50 1.00 1.00 0.75 0.75
## 134 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 0.75
## 135 0.75 0.50 0.50 0.75 1.00 1.00 0.75 0.75 1.00 0.75 0.50 0.50 1.00 1.00 0.75
## 136 1.00 0.25 0.25 0.50 0.75 0.25 0.00 0.75 1.00 0.25 0.50 1.00 1.00 1.00 1.00
## 139 0.00 0.75 1.00 0.75 0.25 0.75 1.00 0.25 0.75 0.75 0.50 1.00 0.75 0.25 0.25
## 140 0.75 0.75 0.50 0.50 0.50 0.50 0.50 0.50 0.75 0.25 0.50 1.00 1.00 0.75 0.50
## 141 0.25 0.50 0.75 0.50 0.50 0.50 0.75 0.00 1.00 0.50 0.25 1.00 1.00 0.50 0.50
## 142 0.25 0.50 0.75 0.50 0.50 0.50 0.75 0.00 1.00 0.50 0.25 1.00 1.00 0.50 0.50
## 143 0.50 0.25 0.50 0.75 0.75 0.75 0.50 0.25 1.00 0.25 0.00 1.00 1.00 0.75 0.50
## 144 0.00 0.75 1.00 0.75 0.25 0.75 1.00 0.25 0.75 0.75 0.50 1.00 0.75 0.25 0.25
## 145 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.75 0.75 0.50 1.00 0.50 0.50 0.25
## 146 1.00 0.75 0.50 0.75 1.00 1.00 0.75 1.00 0.75 0.75 0.75 0.50 1.00 0.75 1.00
## 147 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50 0.00
## 148 0.75 0.50 0.50 0.75 1.00 1.00 0.75 0.75 1.00 0.75 0.50 0.50 1.00 1.00 0.75
## 149 0.75 0.50 0.50 0.75 1.00 1.00 0.75 0.75 1.00 0.75 0.50 0.50 1.00 1.00 0.75
## 156 0.75 0.75 0.75 0.75 1.00 1.00 1.00 0.75 1.00 1.00 0.75 0.25 1.00 1.00 0.75
## 157 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 158 0.25 0.50 0.75 0.50 0.50 0.50 0.75 0.00 1.00 0.50 0.25 1.00 1.00 0.50 0.50
## 160 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 161 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.50 1.00 0.50 0.50 0.75 0.75 0.75 0.75
## 162 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50 0.00
## 163 0.25 0.75 1.00 1.00 0.50 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 0.50 0.00
## 166 0.50 1.00 0.75 0.75 0.25 0.75 0.75 0.75 0.50 0.50 0.75 1.00 0.75 0.50 0.25
## 168 0.50 0.75 1.00 1.00 0.75 1.00 1.00 0.75 0.25 1.00 0.75 1.00 0.50 0.75 0.25
## 169 0.75 0.50 0.25 0.50 0.50 0.50 0.25 0.50 1.00 0.00 0.25 1.00 1.00 0.75 0.75
## 170 1.00 0.75 0.50 0.75 1.00 1.00 0.75 1.00 1.00 0.75 0.75 0.25 1.00 1.00 1.00
## 171 0.50 1.00 1.00 1.00 0.50 1.00 1.00 0.75 0.50 0.75 0.75 0.75 0.75 0.50 0.25
## 172 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.25 0.50 0.75
## 173 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.50 1.00 1.00 1.00 0.00 0.75 0.75
## 175 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.00 1.00 1.00 1.00 0.50 0.50 0.50
## 176 1.00 1.00 0.50 0.50 0.75 0.75 0.75 1.00 1.00 0.75 1.00 0.25 1.00 1.00 1.00
## 177 0.75 0.00 0.50 0.75 1.00 0.50 0.25 0.50 1.00 0.50 0.25 1.00 1.00 1.00 0.75
## 178 0.50 0.50 0.75 1.00 0.75 1.00 0.75 0.50 1.00 0.50 0.25 0.75 1.00 0.75 0.50
## 179 0.75 0.75 0.25 0.00 0.50 0.25 0.50 0.50 1.00 0.50 0.75 0.75 1.00 0.75 1.00
## 181 0.50 1.00 0.75 0.75 0.25 0.75 0.75 0.75 0.50 0.50 0.75 1.00 0.75 0.50 0.25
## 182 0.25 1.00 0.75 0.50 0.00 0.50 0.75 0.50 0.75 0.50 0.75 1.00 0.75 0.25 0.50
## 183 0.75 0.25 0.75 1.00 1.00 0.75 0.50 0.75 1.00 0.75 0.50 0.75 1.00 1.00 0.75
## 184 1.00 1.00 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00 1.00 0.00 1.00 1.00 1.00
## 186 1.00 0.50 0.50 0.75 0.75 0.50 0.25 1.00 1.00 0.50 0.75 0.75 1.00 1.00 1.00
## 187 0.75 0.50 0.50 0.25 0.50 0.00 0.25 0.50 1.00 0.50 0.75 1.00 1.00 0.75 1.00
## 188 1.00 0.75 0.50 0.75 1.00 1.00 0.75 1.00 0.75 0.75 0.75 0.50 1.00 0.75 1.00
## 189 0.75 1.00 1.00 1.00 0.75 1.00 1.00 1.00 0.00 1.00 1.00 1.00 0.50 0.50 0.50
## 190 0.50 1.00 1.00 1.00 0.50 1.00 1.00 0.75 0.25 0.75 0.75 1.00 0.75 0.25 0.25
## 191 0.50 0.75 1.00 1.00 0.75 1.00 1.00 0.75 0.25 1.00 0.75 1.00 0.50 0.75 0.25
## 192 1.00 0.75 0.25 0.50 0.75 0.75 0.50 1.00 1.00 0.50 0.75 0.50 1.00 1.00 1.00
## 194 1.00 0.75 0.50 0.75 1.00 1.00 0.75 1.00 1.00 0.75 0.75 0.25 1.00 1.00 1.00
## 195 0.75 0.75 0.75 0.75 1.00 1.00 1.00 0.75 1.00 1.00 0.75 0.25 1.00 1.00 0.75
## 197 1.00 0.25 0.25 0.50 0.75 0.25 0.00 0.75 1.00 0.25 0.50 1.00 1.00 1.00 1.00
## 198 1.00 0.75 0.50 0.75 1.00 1.00 0.75 1.00 1.00 0.75 0.75 0.25 1.00 1.00 1.00
## 87 88 89 90 91 92 94 95 97 98 99 100 101 102 103
## 3
## 4
## 6
## 8
## 9
## 10
## 11
## 12
## 14
## 15
## 17
## 18
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## 24
## 25
## 27
## 28
## 29
## 30
## 31
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## 33
## 34
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## 51
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## 71
## 72
## 73
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## 75
## 76
## 78
## 79
## 80
## 81
## 82
## 84
## 85
## 86
## 87
## 88 0.75
## 89 0.75 0.75
## 90 0.75 0.75 1.00
## 91 1.00 1.00 0.75 0.25
## 92 0.25 1.00 0.75 1.00 1.00
## 94 1.00 1.00 1.00 0.50 0.50 1.00
## 95 1.00 0.50 0.25 1.00 0.75 1.00 1.00
## 97 0.25 0.75 0.75 0.50 0.75 0.50 0.75 1.00
## 98 0.25 0.75 0.75 0.50 0.75 0.50 0.75 1.00 0.50
## 99 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 0.75
## 100 1.00 0.50 0.50 1.00 0.75 1.00 1.00 0.50 1.00 1.00 1.00
## 101 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00
## 102 0.50 0.75 0.75 1.00 1.00 0.25 1.00 1.00 0.50 0.75 0.75 0.75 0.25
## 103 0.25 1.00 0.75 1.00 1.00 0.25 0.75 1.00 0.50 0.50 1.00 1.00 0.25 0.50
## 106 1.00 0.50 0.50 1.00 0.75 1.00 1.00 0.50 1.00 1.00 1.00 0.00 1.00 0.75 1.00
## 107 1.00 0.75 0.25 1.00 0.75 1.00 1.00 0.25 1.00 1.00 1.00 0.25 1.00 1.00 1.00
## 108 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00 0.00 0.25 0.25
## 109 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00 0.00 0.25 0.25
## 110 0.75 0.75 0.75 0.75 0.50 0.75 1.00 0.75 0.75 1.00 1.00 0.50 0.75 0.50 0.75
## 112 0.75 1.00 0.75 0.50 0.50 0.50 0.50 1.00 0.50 0.50 0.25 1.00 0.50 0.50 0.75
## 113 0.75 0.50 0.25 1.00 0.75 0.75 1.00 0.50 0.75 0.75 1.00 0.25 0.75 0.50 0.75
## 115 0.50 1.00 0.75 0.75 0.75 0.25 0.75 1.00 0.25 0.75 0.50 1.00 0.25 0.25 0.50
## 116 0.75 0.75 0.00 1.00 0.75 0.75 1.00 0.25 0.75 0.75 1.00 0.50 0.75 0.75 0.75
## 117 0.50 0.50 1.00 0.50 0.75 0.75 1.00 1.00 0.50 0.75 1.00 0.75 0.75 0.50 0.75
## 119 0.00 0.75 0.75 0.75 1.00 0.25 1.00 1.00 0.25 0.25 1.00 1.00 0.25 0.50 0.25
## 121 0.50 0.25 0.50 0.75 1.00 0.75 1.00 0.75 0.50 0.50 1.00 0.50 0.75 0.50 0.75
## 122 0.00 0.75 0.75 0.75 1.00 0.25 1.00 1.00 0.25 0.25 1.00 1.00 0.25 0.50 0.25
## 123 0.25 0.75 1.00 0.50 0.75 0.50 1.00 1.00 0.50 0.50 1.00 1.00 0.50 0.75 0.50
## 124 0.75 1.00 1.00 0.50 0.50 0.50 0.75 1.00 0.50 1.00 0.50 1.00 0.50 0.50 0.75
## 125 0.75 0.25 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 1.00 0.75 1.00
## 127 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00 0.00 0.25 0.25
## 128 1.00 0.50 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00
## 129 1.00 0.50 0.50 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.75 1.00 1.00 1.00
## 130 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75 0.25 1.00 0.75 0.75 1.00
## 131 0.50 1.00 0.75 0.75 0.75 0.25 0.75 1.00 0.25 0.75 0.50 1.00 0.25 0.25 0.50
## 132 0.50 1.00 1.00 0.75 0.75 0.25 1.00 1.00 0.75 0.75 0.75 1.00 0.25 0.50 0.50
## 133 0.00 0.75 0.75 0.75 1.00 0.25 1.00 1.00 0.25 0.25 1.00 1.00 0.25 0.50 0.25
## 134 1.00 0.50 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00
## 135 0.75 0.75 1.00 0.00 0.25 1.00 0.50 1.00 0.50 0.50 0.50 1.00 1.00 1.00 1.00
## 136 0.50 1.00 1.00 0.75 0.75 0.25 1.00 1.00 0.75 0.75 0.75 1.00 0.25 0.50 0.50
## 139 0.50 0.25 0.50 0.75 1.00 0.75 1.00 0.75 0.50 0.50 1.00 0.50 0.75 0.50 0.75
## 140 0.75 0.75 1.00 1.00 1.00 0.50 1.00 1.00 0.75 1.00 0.75 0.50 0.50 0.25 0.75
## 141 0.25 0.50 0.75 0.75 1.00 0.50 1.00 1.00 0.25 0.50 1.00 0.75 0.50 0.25 0.50
## 142 0.25 0.50 0.75 0.75 1.00 0.50 1.00 1.00 0.25 0.50 1.00 0.75 0.50 0.25 0.50
## 143 0.50 0.50 1.00 0.50 0.75 0.75 1.00 1.00 0.50 0.75 1.00 0.75 0.75 0.50 0.75
## 144 0.50 0.25 0.50 0.75 1.00 0.75 1.00 0.75 0.50 0.50 1.00 0.50 0.75 0.50 0.75
## 145 0.75 0.00 0.75 0.75 1.00 1.00 1.00 0.50 0.75 0.75 1.00 0.50 1.00 0.75 1.00
## 146 1.00 1.00 0.75 0.25 0.00 1.00 0.50 0.75 0.75 0.75 0.50 0.75 1.00 1.00 1.00
## 147 0.75 0.25 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 1.00 0.75 1.00
## 148 0.75 0.75 1.00 0.00 0.25 1.00 0.50 1.00 0.50 0.50 0.50 1.00 1.00 1.00 1.00
## 149 0.75 0.75 1.00 0.00 0.25 1.00 0.50 1.00 0.50 0.50 0.50 1.00 1.00 1.00 1.00
## 156 0.75 0.75 1.00 0.25 0.50 1.00 0.25 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00
## 157 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00 0.00 0.25 0.25
## 158 0.25 0.50 0.75 0.75 1.00 0.50 1.00 1.00 0.25 0.50 1.00 0.75 0.50 0.25 0.50
## 160 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00 0.00 0.25 0.25
## 161 0.75 0.75 1.00 1.00 1.00 0.75 0.75 1.00 0.75 1.00 0.75 0.75 0.75 0.50 0.75
## 162 0.75 0.25 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 1.00 0.75 1.00
## 163 0.75 0.25 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 1.00 0.75 1.00
## 166 1.00 0.50 0.75 1.00 1.00 0.75 1.00 0.75 1.00 1.00 0.75 0.25 0.75 0.50 1.00
## 168 0.75 0.50 0.50 0.75 1.00 1.00 1.00 0.50 0.75 0.75 1.00 0.50 1.00 1.00 1.00
## 169 0.75 0.75 1.00 0.75 0.75 0.50 1.00 1.00 0.75 1.00 0.75 0.75 0.50 0.25 0.75
## 170 1.00 1.00 1.00 0.25 0.25 1.00 0.25 1.00 0.75 0.75 0.50 1.00 1.00 1.00 0.75
## 171 1.00 0.50 0.75 1.00 1.00 1.00 0.75 0.75 1.00 1.00 1.00 0.25 1.00 0.75 0.75
## 172 1.00 0.50 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 1.00 0.50 1.00 1.00 1.00
## 173 1.00 0.50 0.50 1.00 1.00 1.00 1.00 0.25 1.00 1.00 1.00 0.75 1.00 1.00 1.00
## 175 1.00 0.75 0.25 1.00 0.75 1.00 1.00 0.25 1.00 1.00 1.00 0.25 1.00 1.00 1.00
## 176 1.00 1.00 1.00 0.50 0.50 0.75 0.25 1.00 0.75 0.75 0.00 1.00 0.75 0.75 1.00
## 177 0.25 0.75 1.00 0.50 0.75 0.50 1.00 1.00 0.50 0.50 1.00 1.00 0.50 0.75 0.50
## 178 0.75 0.50 1.00 0.25 0.50 1.00 0.75 1.00 0.75 0.50 0.75 0.75 1.00 0.75 1.00
## 179 0.50 1.00 0.75 0.75 0.75 0.25 0.75 1.00 0.25 0.75 0.50 1.00 0.25 0.25 0.50
## 181 1.00 0.50 0.75 1.00 1.00 0.75 1.00 0.75 1.00 1.00 0.75 0.25 0.75 0.50 1.00
## 182 0.75 0.50 0.50 1.00 1.00 0.50 1.00 0.75 0.75 0.75 0.75 0.50 0.50 0.25 0.75
## 183 0.50 0.75 1.00 0.25 0.50 0.75 0.75 1.00 0.75 0.25 0.75 1.00 0.75 1.00 0.75
## 184 1.00 1.00 1.00 0.50 0.50 1.00 0.00 1.00 0.75 0.75 0.25 1.00 1.00 1.00 0.75
## 186 0.75 1.00 1.00 0.50 0.50 0.50 0.75 1.00 1.00 0.50 0.50 1.00 0.50 0.75 0.75
## 187 0.25 1.00 0.75 1.00 1.00 0.00 1.00 1.00 0.50 0.50 0.75 1.00 0.00 0.25 0.25
## 188 1.00 1.00 0.75 0.25 0.00 1.00 0.50 0.75 0.75 0.75 0.50 0.75 1.00 1.00 1.00
## 189 1.00 0.75 0.25 1.00 0.75 1.00 1.00 0.25 1.00 1.00 1.00 0.25 1.00 1.00 1.00
## 190 1.00 0.50 0.50 1.00 0.75 1.00 1.00 0.50 1.00 1.00 1.00 0.00 1.00 0.75 1.00
## 191 0.75 0.50 0.50 0.75 1.00 1.00 1.00 0.50 0.75 0.75 1.00 0.50 1.00 1.00 1.00
## 192 1.00 1.00 1.00 0.25 0.25 0.75 0.50 1.00 0.75 0.75 0.25 1.00 0.75 0.75 1.00
## 194 1.00 1.00 1.00 0.25 0.25 1.00 0.25 1.00 0.75 0.75 0.50 1.00 1.00 1.00 0.75
## 195 0.75 0.75 1.00 0.25 0.50 1.00 0.25 1.00 0.50 0.50 0.25 1.00 1.00 1.00 1.00
## 197 0.50 1.00 1.00 0.75 0.75 0.25 1.00 1.00 0.75 0.75 0.75 1.00 0.25 0.50 0.50
## 198 1.00 1.00 1.00 0.25 0.25 1.00 0.25 1.00 0.75 0.75 0.50 1.00 1.00 1.00 0.75
## 106 107 108 109 110 112 113 115 116 117 119 121 122 123 124
## 3
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## 90
## 91
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## 94
## 95
## 97
## 98
## 99
## 100
## 101
## 102
## 103
## 106
## 107 0.25
## 108 1.00 1.00
## 109 1.00 1.00 0.00
## 110 0.50 0.75 0.75 0.75
## 112 1.00 1.00 0.50 0.50 1.00
## 113 0.25 0.50 0.75 0.75 0.50 0.75
## 115 1.00 1.00 0.25 0.25 0.75 0.25 0.75
## 116 0.50 0.25 0.75 0.75 0.75 0.75 0.25 0.75
## 117 0.75 1.00 0.75 0.75 0.25 1.00 0.75 0.75 1.00
## 119 1.00 1.00 0.25 0.25 0.75 0.75 0.75 0.50 0.75 0.50
## 121 0.50 0.75 0.75 0.75 0.75 0.75 0.25 0.75 0.50 0.50 0.50
## 122 1.00 1.00 0.25 0.25 0.75 0.75 0.75 0.50 0.75 0.50 0.00 0.50
## 123 1.00 1.00 0.50 0.50 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.75 0.25
## 124 1.00 1.00 0.50 0.50 0.50 0.50 1.00 0.25 1.00 0.50 0.75 1.00 0.75 0.50
## 125 0.25 0.50 1.00 1.00 0.75 1.00 0.50 1.00 0.75 0.50 0.75 0.25 0.75 0.75 1.00
## 127 1.00 1.00 0.00 0.00 0.75 0.50 0.75 0.25 0.75 0.75 0.25 0.75 0.25 0.50 0.50
## 128 0.50 0.25 1.00 1.00 0.75 1.00 0.50 1.00 0.25 1.00 1.00 0.75 1.00 1.00 1.00
## 129 0.75 0.50 1.00 1.00 1.00 1.00 0.75 1.00 0.50 1.00 1.00 0.75 1.00 1.00 1.00
## 130 1.00 1.00 0.75 0.75 0.75 0.25 1.00 0.50 1.00 0.75 1.00 1.00 1.00 0.75 0.25
## 131 1.00 1.00 0.25 0.25 0.75 0.25 0.75 0.00 0.75 0.75 0.50 0.75 0.50 0.75 0.25
## 132 1.00 1.00 0.25 0.25 0.50 0.75 1.00 0.50 1.00 0.50 0.50 1.00 0.50 0.25 0.25
## 133 1.00 1.00 0.25 0.25 0.75 0.75 0.75 0.50 0.75 0.50 0.00 0.50 0.00 0.25 0.75
## 134 0.50 0.25 1.00 1.00 0.75 1.00 0.50 1.00 0.25 1.00 1.00 0.75 1.00 1.00 1.00
## 135 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.75 1.00 0.50 0.75 0.75 0.75 0.50 0.50
## 136 1.00 1.00 0.25 0.25 0.50 0.75 1.00 0.50 1.00 0.50 0.50 1.00 0.50 0.25 0.25
## 139 0.50 0.75 0.75 0.75 0.75 0.75 0.25 0.75 0.50 0.50 0.50 0.00 0.50 0.75 1.00
## 140 0.50 0.75 0.50 0.50 0.50 0.75 0.75 0.50 1.00 0.50 0.75 0.75 0.75 0.75 0.50
## 141 0.75 1.00 0.50 0.50 0.50 0.75 0.50 0.50 0.75 0.25 0.25 0.25 0.25 0.50 0.75
## 142 0.75 1.00 0.50 0.50 0.50 0.75 0.50 0.50 0.75 0.25 0.25 0.25 0.25 0.50 0.75
## 143 0.75 1.00 0.75 0.75 0.25 1.00 0.75 0.75 1.00 0.00 0.50 0.50 0.50 0.25 0.50
## 144 0.50 0.75 0.75 0.75 0.75 0.75 0.25 0.75 0.50 0.50 0.50 0.00 0.50 0.75 1.00
## 145 0.50 0.75 1.00 1.00 0.75 1.00 0.50 1.00 0.75 0.50 0.75 0.25 0.75 0.75 1.00
## 146 0.75 0.75 1.00 1.00 0.50 0.50 0.75 0.75 0.75 0.75 1.00 1.00 1.00 0.75 0.50
## 147 0.25 0.50 1.00 1.00 0.75 1.00 0.50 1.00 0.75 0.50 0.75 0.25 0.75 0.75 1.00
## 148 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.75 1.00 0.50 0.75 0.75 0.75 0.50 0.50
## 149 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.75 1.00 0.50 0.75 0.75 0.75 0.50 0.50
## 156 1.00 1.00 1.00 1.00 1.00 0.50 1.00 0.75 1.00 0.75 0.75 0.75 0.75 0.75 0.75
## 157 1.00 1.00 0.00 0.00 0.75 0.50 0.75 0.25 0.75 0.75 0.25 0.75 0.25 0.50 0.50
## 158 0.75 1.00 0.50 0.50 0.50 0.75 0.50 0.50 0.75 0.25 0.25 0.25 0.25 0.50 0.75
## 160 1.00 1.00 0.00 0.00 0.75 0.50 0.75 0.25 0.75 0.75 0.25 0.75 0.25 0.50 0.50
## 161 0.75 1.00 0.75 0.75 0.50 1.00 0.75 0.75 1.00 0.50 0.75 0.75 0.75 0.75 0.75
## 162 0.25 0.50 1.00 1.00 0.75 1.00 0.50 1.00 0.75 0.50 0.75 0.25 0.75 0.75 1.00
## 163 0.25 0.50 1.00 1.00 0.75 1.00 0.50 1.00 0.75 0.50 0.75 0.25 0.75 0.75 1.00
## 166 0.25 0.50 0.75 0.75 0.75 0.75 0.50 0.75 0.75 0.75 1.00 0.50 1.00 1.00 0.75
## 168 0.50 0.25 1.00 1.00 1.00 1.00 0.75 1.00 0.50 0.75 0.75 0.50 0.75 0.75 1.00
## 169 0.75 1.00 0.50 0.50 0.25 0.75 0.75 0.50 1.00 0.25 0.75 0.75 0.75 0.50 0.25
## 170 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.75 1.00 0.75 1.00 1.00 1.00 0.75 0.50
## 171 0.25 0.50 1.00 1.00 0.75 1.00 0.50 1.00 0.75 0.75 1.00 0.50 1.00 1.00 1.00
## 172 0.50 0.25 1.00 1.00 0.75 1.00 0.50 1.00 0.25 1.00 1.00 0.75 1.00 1.00 1.00
## 173 0.75 0.50 1.00 1.00 1.00 1.00 0.75 1.00 0.50 1.00 1.00 0.75 1.00 1.00 1.00
## 175 0.25 0.00 1.00 1.00 0.75 1.00 0.50 1.00 0.25 1.00 1.00 0.75 1.00 1.00 1.00
## 176 1.00 1.00 0.75 0.75 1.00 0.25 1.00 0.50 1.00 1.00 1.00 1.00 1.00 1.00 0.50
## 177 1.00 1.00 0.50 0.50 0.50 1.00 1.00 0.75 1.00 0.25 0.25 0.75 0.25 0.00 0.50
## 178 0.75 1.00 1.00 1.00 0.50 0.75 0.75 1.00 1.00 0.25 0.75 0.50 0.75 0.50 0.75
## 179 1.00 1.00 0.25 0.25 0.75 0.25 0.75 0.00 0.75 0.75 0.50 0.75 0.50 0.75 0.25
## 181 0.25 0.50 0.75 0.75 0.75 0.75 0.50 0.75 0.75 0.75 1.00 0.50 1.00 1.00 0.75
## 182 0.50 0.75 0.50 0.50 0.75 0.50 0.25 0.50 0.50 0.75 0.75 0.25 0.75 1.00 0.75
## 183 1.00 1.00 0.75 0.75 0.75 0.75 1.00 1.00 1.00 0.50 0.50 0.75 0.50 0.25 0.75
## 184 1.00 1.00 1.00 1.00 1.00 0.50 1.00 0.75 1.00 1.00 1.00 1.00 1.00 1.00 0.75
## 186 1.00 1.00 0.50 0.50 0.75 0.50 1.00 0.75 1.00 0.75 0.75 1.00 0.75 0.50 0.50
## 187 1.00 1.00 0.00 0.00 0.75 0.50 0.75 0.25 0.75 0.75 0.25 0.75 0.25 0.50 0.50
## 188 0.75 0.75 1.00 1.00 0.50 0.50 0.75 0.75 0.75 0.75 1.00 1.00 1.00 0.75 0.50
## 189 0.25 0.00 1.00 1.00 0.75 1.00 0.50 1.00 0.25 1.00 1.00 0.75 1.00 1.00 1.00
## 190 0.00 0.25 1.00 1.00 0.50 1.00 0.25 1.00 0.50 0.75 1.00 0.50 1.00 1.00 1.00
## 191 0.50 0.25 1.00 1.00 1.00 1.00 0.75 1.00 0.50 0.75 0.75 0.50 0.75 0.75 1.00
## 192 1.00 1.00 0.75 0.75 0.75 0.25 1.00 0.50 1.00 0.75 1.00 1.00 1.00 0.75 0.25
## 194 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.75 1.00 0.75 1.00 1.00 1.00 0.75 0.50
## 195 1.00 1.00 1.00 1.00 1.00 0.50 1.00 0.75 1.00 0.75 0.75 0.75 0.75 0.75 0.75
## 197 1.00 1.00 0.25 0.25 0.50 0.75 1.00 0.50 1.00 0.50 0.50 1.00 0.50 0.25 0.25
## 198 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.75 1.00 0.75 1.00 1.00 1.00 0.75 0.50
## 125 127 128 129 130 131 132 133 134 135 136 139 140 141 142
## 3
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## 119
## 121
## 122
## 123
## 124
## 125
## 127 1.00
## 128 0.75 1.00
## 129 0.75 1.00 0.25
## 130 1.00 0.75 1.00 1.00
## 131 1.00 0.25 1.00 1.00 0.50
## 132 1.00 0.25 1.00 1.00 0.50 0.50
## 133 0.75 0.25 1.00 1.00 1.00 0.50 0.50
## 134 0.75 1.00 0.00 0.25 1.00 1.00 1.00 1.00
## 135 0.75 1.00 1.00 1.00 0.25 0.75 0.75 0.75 1.00
## 136 1.00 0.25 1.00 1.00 0.50 0.50 0.00 0.50 1.00 0.75
## 139 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.50 0.75 0.75 1.00
## 140 0.50 0.50 1.00 1.00 0.75 0.50 0.50 0.75 1.00 1.00 0.50 0.75
## 141 0.50 0.50 1.00 1.00 1.00 0.50 0.75 0.25 1.00 0.75 0.75 0.25 0.50
## 142 0.50 0.50 1.00 1.00 1.00 0.50 0.75 0.25 1.00 0.75 0.75 0.25 0.50 0.00
## 143 0.50 0.75 1.00 1.00 0.75 0.75 0.50 0.50 1.00 0.50 0.50 0.50 0.50 0.25 0.25
## 144 0.25 0.75 0.75 0.75 1.00 0.75 1.00 0.50 0.75 0.75 1.00 0.00 0.75 0.25 0.25
## 145 0.25 1.00 0.50 0.50 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.25 0.75 0.50 0.50
## 146 1.00 1.00 0.75 1.00 0.25 0.75 0.75 1.00 0.75 0.25 0.75 1.00 1.00 1.00 1.00
## 147 0.00 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 0.50 0.50 0.50
## 148 0.75 1.00 1.00 1.00 0.25 0.75 0.75 0.75 1.00 0.00 0.75 0.75 1.00 0.75 0.75
## 149 0.75 1.00 1.00 1.00 0.25 0.75 0.75 0.75 1.00 0.00 0.75 0.75 1.00 0.75 0.75
## 156 0.75 1.00 1.00 1.00 0.50 0.75 1.00 0.75 1.00 0.25 1.00 0.75 1.00 0.75 0.75
## 157 1.00 0.00 1.00 1.00 0.75 0.25 0.25 0.25 1.00 1.00 0.25 0.75 0.50 0.50 0.50
## 158 0.50 0.50 1.00 1.00 1.00 0.50 0.75 0.25 1.00 0.75 0.75 0.25 0.50 0.00 0.00
## 160 1.00 0.00 1.00 1.00 0.75 0.25 0.25 0.25 1.00 1.00 0.25 0.75 0.50 0.50 0.50
## 161 0.75 0.75 1.00 0.75 1.00 0.75 0.75 0.75 1.00 1.00 0.75 0.75 0.50 0.50 0.50
## 162 0.00 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 0.50 0.50 0.50
## 163 0.00 1.00 0.75 0.75 1.00 1.00 1.00 0.75 0.75 0.75 1.00 0.25 0.50 0.50 0.50
## 166 0.25 0.75 0.75 0.75 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 0.25 0.75 0.75
## 168 0.25 1.00 0.50 0.50 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.75 0.75 0.75
## 169 0.75 0.50 1.00 1.00 0.50 0.50 0.25 0.75 1.00 0.75 0.25 0.75 0.25 0.50 0.50
## 170 1.00 1.00 1.00 1.00 0.25 0.75 0.75 1.00 1.00 0.25 0.75 1.00 1.00 1.00 1.00
## 171 0.25 1.00 0.75 0.75 1.00 1.00 1.00 1.00 0.75 1.00 1.00 0.50 0.50 0.75 0.75
## 172 0.75 1.00 0.00 0.25 1.00 1.00 1.00 1.00 0.00 1.00 1.00 0.75 1.00 1.00 1.00
## 173 0.75 1.00 0.25 0.00 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.75 1.00 1.00 1.00
## 175 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.75 0.75 1.00 1.00
## 176 1.00 0.75 1.00 1.00 0.25 0.50 0.75 1.00 1.00 0.50 0.75 1.00 0.75 1.00 1.00
## 177 0.75 0.50 1.00 1.00 0.75 0.75 0.25 0.25 1.00 0.50 0.25 0.75 0.75 0.50 0.50
## 178 0.50 1.00 1.00 1.00 0.50 1.00 0.75 0.75 1.00 0.25 0.75 0.50 0.75 0.50 0.50
## 179 1.00 0.25 1.00 1.00 0.50 0.00 0.50 0.50 1.00 0.75 0.50 0.75 0.50 0.50 0.50
## 181 0.25 0.75 0.75 0.75 0.75 0.75 0.75 1.00 0.75 1.00 0.75 0.50 0.25 0.75 0.75
## 182 0.50 0.50 0.75 0.75 0.75 0.50 0.75 0.75 0.75 1.00 0.75 0.25 0.50 0.50 0.50
## 183 0.75 0.75 1.00 1.00 0.50 1.00 0.50 0.50 1.00 0.25 0.50 0.75 1.00 0.75 0.75
## 184 1.00 1.00 1.00 1.00 0.50 0.75 1.00 1.00 1.00 0.50 1.00 1.00 1.00 1.00 1.00
## 186 1.00 0.50 1.00 1.00 0.25 0.75 0.25 0.75 1.00 0.50 0.25 1.00 0.75 1.00 1.00
## 187 1.00 0.00 1.00 1.00 0.75 0.25 0.25 0.25 1.00 1.00 0.25 0.75 0.50 0.50 0.50
## 188 1.00 1.00 0.75 1.00 0.25 0.75 0.75 1.00 0.75 0.25 0.75 1.00 1.00 1.00 1.00
## 189 0.50 1.00 0.25 0.50 1.00 1.00 1.00 1.00 0.25 1.00 1.00 0.75 0.75 1.00 1.00
## 190 0.25 1.00 0.50 0.75 1.00 1.00 1.00 1.00 0.50 1.00 1.00 0.50 0.50 0.75 0.75
## 191 0.25 1.00 0.50 0.50 1.00 1.00 1.00 0.75 0.50 0.75 1.00 0.50 0.75 0.75 0.75
## 192 1.00 0.75 1.00 1.00 0.00 0.50 0.50 1.00 1.00 0.25 0.50 1.00 0.75 1.00 1.00
## 194 1.00 1.00 1.00 1.00 0.25 0.75 0.75 1.00 1.00 0.25 0.75 1.00 1.00 1.00 1.00
## 195 0.75 1.00 1.00 1.00 0.50 0.75 1.00 0.75 1.00 0.25 1.00 0.75 1.00 0.75 0.75
## 197 1.00 0.25 1.00 1.00 0.50 0.50 0.00 0.50 1.00 0.75 0.00 1.00 0.50 0.75 0.75
## 198 1.00 1.00 1.00 1.00 0.25 0.75 0.75 1.00 1.00 0.25 0.75 1.00 1.00 1.00 1.00
## 143 144 145 146 147 148 149 156 157 158 160 161 162 163 166
## 3
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## 129
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## 135
## 136
## 139
## 140
## 141
## 142
## 143
## 144 0.50
## 145 0.50 0.25
## 146 0.75 1.00 1.00
## 147 0.50 0.25 0.25 1.00
## 148 0.50 0.75 0.75 0.25 0.75
## 149 0.50 0.75 0.75 0.25 0.75 0.00
## 156 0.75 0.75 0.75 0.50 0.75 0.25 0.25
## 157 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00
## 158 0.25 0.25 0.50 1.00 0.50 0.75 0.75 0.75 0.50
## 160 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00 0.00 0.50
## 161 0.50 0.75 0.75 1.00 0.75 1.00 1.00 0.75 0.75 0.50 0.75
## 162 0.50 0.25 0.25 1.00 0.00 0.75 0.75 0.75 1.00 0.50 1.00 0.75
## 163 0.50 0.25 0.25 1.00 0.00 0.75 0.75 0.75 1.00 0.50 1.00 0.75 0.00
## 166 0.75 0.50 0.50 1.00 0.25 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.25 0.25
## 168 0.75 0.50 0.50 1.00 0.25 0.75 0.75 0.75 1.00 0.75 1.00 1.00 0.25 0.25 0.50
## 169 0.25 0.75 0.75 0.75 0.75 0.75 0.75 1.00 0.50 0.50 0.50 0.50 0.75 0.75 0.50
## 170 0.75 1.00 1.00 0.25 1.00 0.25 0.25 0.50 1.00 1.00 1.00 1.00 1.00 1.00 1.00
## 171 0.75 0.50 0.50 1.00 0.25 1.00 1.00 1.00 1.00 0.75 1.00 0.75 0.25 0.25 0.25
## 172 1.00 0.75 0.50 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00 1.00 0.75 0.75 0.75
## 173 1.00 0.75 0.50 1.00 0.75 1.00 1.00 1.00 1.00 1.00 1.00 0.75 0.75 0.75 0.75
## 175 1.00 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 1.00 1.00 0.50 0.50 0.50
## 176 1.00 1.00 1.00 0.50 1.00 0.50 0.50 0.25 0.75 1.00 0.75 0.75 1.00 1.00 0.75
## 177 0.25 0.75 0.75 0.75 0.75 0.50 0.50 0.75 0.50 0.50 0.50 0.75 0.75 0.75 1.00
## 178 0.25 0.50 0.50 0.50 0.50 0.25 0.25 0.50 1.00 0.50 1.00 0.75 0.50 0.50 0.75
## 179 0.75 0.75 1.00 0.75 1.00 0.75 0.75 0.75 0.25 0.50 0.25 0.75 1.00 1.00 0.75
## 181 0.75 0.50 0.50 1.00 0.25 1.00 1.00 1.00 0.75 0.75 0.75 0.75 0.25 0.25 0.00
## 182 0.75 0.25 0.50 1.00 0.50 1.00 1.00 1.00 0.50 0.50 0.50 0.75 0.50 0.50 0.25
## 183 0.50 0.75 0.75 0.50 0.75 0.25 0.25 0.50 0.75 0.75 0.75 1.00 0.75 0.75 1.00
## 184 1.00 1.00 1.00 0.50 1.00 0.50 0.50 0.25 1.00 1.00 1.00 0.75 1.00 1.00 1.00
## 186 0.75 1.00 1.00 0.50 1.00 0.50 0.50 0.75 0.50 1.00 0.50 1.00 1.00 1.00 0.75
## 187 0.75 0.75 1.00 1.00 1.00 1.00 1.00 1.00 0.00 0.50 0.00 0.75 1.00 1.00 0.75
## 188 0.75 1.00 1.00 0.00 1.00 0.25 0.25 0.50 1.00 1.00 1.00 1.00 1.00 1.00 1.00
## 189 1.00 0.75 0.75 0.75 0.50 1.00 1.00 1.00 1.00 1.00 1.00 1.00 0.50 0.50 0.50
## 190 0.75 0.50 0.50 0.75 0.25 1.00 1.00 1.00 1.00 0.75 1.00 0.75 0.25 0.25 0.25
## 191 0.75 0.50 0.50 1.00 0.25 0.75 0.75 0.75 1.00 0.75 1.00 1.00 0.25 0.25 0.50
## 192 0.75 1.00 1.00 0.25 1.00 0.25 0.25 0.50 0.75 1.00 0.75 1.00 1.00 1.00 0.75
## 194 0.75 1.00 1.00 0.25 1.00 0.25 0.25 0.50 1.00 1.00 1.00 1.00 1.00 1.00 1.00
## 195 0.75 0.75 0.75 0.50 0.75 0.25 0.25 0.00 1.00 0.75 1.00 0.75 0.75 0.75 1.00
## 197 0.50 1.00 1.00 0.75 1.00 0.75 0.75 1.00 0.25 0.75 0.25 0.75 1.00 1.00 0.75
## 198 0.75 1.00 1.00 0.25 1.00 0.25 0.25 0.50 1.00 1.00 1.00 1.00 1.00 1.00 1.00
## 168 169 170 171 172 173 175 176 177 178 179 181 182 183 184
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## 169 1.00
## 170 1.00 0.75
## 171 0.50 0.75 0.75
## 172 0.50 1.00 1.00 0.75
## 173 0.50 1.00 1.00 0.75 0.25
## 175 0.25 1.00 1.00 0.50 0.25 0.50
## 176 1.00 0.75 0.50 1.00 1.00 1.00 1.00
## 177 0.75 0.50 0.75 1.00 1.00 1.00 1.00 1.00
## 178 0.75 0.50 0.50 0.75 1.00 1.00 1.00 0.75 0.50
## 179 1.00 0.50 0.75 1.00 1.00 1.00 1.00 0.50 0.75 1.00
## 181 0.50 0.50 1.00 0.25 0.75 0.75 0.50 0.75 1.00 0.75 0.75
## 182 0.75 0.50 1.00 0.50 0.75 0.75 0.75 0.75 1.00 0.75 0.50 0.25
## 183 0.75 0.75 0.50 1.00 1.00 1.00 1.00 0.75 0.25 0.25 1.00 1.00 1.00
## 184 1.00 1.00 0.25 0.75 1.00 1.00 1.00 0.25 1.00 0.75 0.75 1.00 1.00 0.75
## 186 1.00 0.50 0.50 1.00 1.00 1.00 1.00 0.50 0.50 0.50 0.75 0.75 0.75 0.25 0.75
## 187 1.00 0.50 1.00 1.00 1.00 1.00 1.00 0.75 0.50 1.00 0.25 0.75 0.50 0.75 1.00
## 188 1.00 0.75 0.25 1.00 0.75 1.00 0.75 0.50 0.75 0.50 0.75 1.00 1.00 0.50 0.50
## 189 0.25 1.00 1.00 0.50 0.25 0.50 0.00 1.00 1.00 1.00 1.00 0.50 0.75 1.00 1.00
## 190 0.50 0.75 1.00 0.25 0.50 0.75 0.25 1.00 1.00 0.75 1.00 0.25 0.50 1.00 1.00
## 191 0.00 1.00 1.00 0.50 0.50 0.50 0.25 1.00 0.75 0.75 1.00 0.50 0.75 0.75 1.00
## 192 1.00 0.50 0.25 1.00 1.00 1.00 1.00 0.25 0.75 0.50 0.50 0.75 0.75 0.50 0.50
## 194 1.00 0.75 0.00 0.75 1.00 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 0.50 0.25
## 195 0.75 1.00 0.50 1.00 1.00 1.00 1.00 0.25 0.75 0.50 0.75 1.00 1.00 0.50 0.25
## 197 1.00 0.25 0.75 1.00 1.00 1.00 1.00 0.75 0.25 0.75 0.50 0.75 0.75 0.50 1.00
## 198 1.00 0.75 0.00 0.75 1.00 1.00 1.00 0.50 0.75 0.50 0.75 1.00 1.00 0.50 0.25
## 186 187 188 189 190 191 192 194 195 197
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## 187 0.50
## 188 0.50 1.00
## 189 1.00 1.00 0.75
## 190 1.00 1.00 0.75 0.25
## 191 1.00 1.00 1.00 0.25 0.50
## 192 0.25 0.75 0.25 1.00 1.00 1.00
## 194 0.50 1.00 0.25 1.00 1.00 1.00 0.25
## 195 0.75 1.00 0.50 1.00 1.00 0.75 0.50 0.50
## 197 0.25 0.25 0.75 1.00 1.00 1.00 0.50 0.75 1.00
## 198 0.50 1.00 0.25 1.00 1.00 1.00 0.25 0.00 0.50 0.75
##
## Metric : mixed ; Types = N, N, N, N
## Number of objects : 161Cantidad de clusters:
set.seed(123)
pam.resultado=pam(g.dist,4,cluster.only = F)
#nueva columna
TABLA_FA$clustPT=pam.resultado$clusterExplorar resultados:
library(plyr) # para funcion "each"..
# nota el uso de as.matrix con cbind:
aggregate(cbind(PressFree,FreeWorld,DemocracyIn)~ clustPT, data=TABLA_FA,mean)## clustPT PressFree FreeWorld DemocracyIn
## 1 1 2.404255 2.042553 1.127660
## 2 2 2.863636 1.636364 2.045455
## 3 3 2.476190 3.000000 3.333333
## 4 4 3.250000 1.000000 2.785714TABLA_FA$clustPT=dplyr::recode(TABLA_FA$clustPT, `1` = 3, `2`=4,`3`=2,`4`=1)Calcular clusters:
set.seed(123)
library(factoextra)## Loading required package: ggplot2## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBares.agnes<- hcut(g.dist, k = 4,hc_func='agnes',hc_method = "ward.D")
TABLA_FA$clustAG=res.agnes$clusterExplorar resultados:
library(plyr) # para funcion "each"..
# nota el uso de as.matrix con cbind:
aggregate(cbind(PressFree,FreeWorld,DemocracyIn)~ clustAG, data=TABLA_FA,mean)## clustAG PressFree FreeWorld DemocracyIn
## 1 1 2.534884 2.000000 1.000000
## 2 2 3.394737 1.421053 2.000000
## 3 3 2.200000 2.854545 3.072727
## 4 4 3.000000 1.000000 2.920000TABLA_FA$clustAG=dplyr::recode(TABLA_FA$clustAG, `1` = 3, `2`=4,`3`=2,`4`=1)Visualizar:
fviz_dend(res.agnes, cex = 0.7, horiz = T)## Warning: `guides(<scale> = FALSE)` is deprecated. Please use `guides(<scale> =
## "none")` instead.
Comparando:
table(TABLA_FA$clustPT,TABLA_FA$clustAG,dnn = c('Particion','Aglomeracion'))## Aglomeracion
## Particion 1 2 3 4
## 1 22 0 0 6
## 2 0 40 0 2
## 3 0 4 43 0
## 4 3 11 0 30Estrategia basada en densidad:
Mapa de casos:
proyeccion = cmdscale(g.dist, k=2,add = T) # k is the number of dimTABLA_FA$dim1 <- proyeccion$points[,1]
TABLA_FA$dim2 <- proyeccion$points[,2]base= ggplot(TABLA_FA,aes(x=dim1, y=dim2,label=row.names(TABLA_FA)))
base + geom_text(size=2)
Data 2: Democracy Index
linkD2 = "https://en.wikipedia.org/wiki/Democracy_Index"
pathD2 = "/html/body/div[3]/div[3]/div[5]/div[1]/table[6]"
TABLA2 = htmltab(linkD2, pathD2)
TABLA2$Country = gsub("Â","",TABLA2$Country)
TABLA2$Country = trimws(TABLA2$Country,which=c("both"),whitespace = "[\\h\\v]")
TABLA2 = TABLA2[,c(1,2,3,4)]
TABLA2## Region 2020 rank Country
## 2 North America 5 Canada
## 3 North America 25 United States
## 4 Western Europe 18 Austria
## 5 Western Europe 36 Belgium
## 6 Western Europe 34 Cyprus
## 7 Western Europe 7 Denmark
## 8 Western Europe 6 Finland
## 9 Western Europe 24 France
## 10 Western Europe 14 Germany
## 11 Western Europe 37 Greece
## 12 Western Europe 2 Iceland
## 13 Western Europe 8 Ireland
## 14 Western Europe 29 Italy
## 15 Western Europe 13 Luxembourg
## 16 Western Europe 30 Malta
## 17 Western Europe 9 Netherlands
## 18 Western Europe 1 Norway
## 19 Western Europe 26 Portugal
## 20 Western Europe 22 Spain
## 21 Western Europe 3 Sweden
## 22 Western Europe 12 Switzerland
## 23 Western Europe 104 Turkey
## 24 Western Europe 16 United Kingdom
## 25 Central and Eastern Europe 71 Albania
## 26 Central and Eastern Europe 89 Armenia
## 27 Central and Eastern Europe 146 Azerbaijan
## 28 Central and Eastern Europe 148 Belarus
## 29 Central and Eastern Europe 101 Bosnia and Herzegovina
## 30 Central and Eastern Europe 52 Bulgaria
## 31 Central and Eastern Europe 59 Croatia
## 32 Central and Eastern Europe 31 Czech Republic
## 33 Central and Eastern Europe 27 Estonia
## 34 Central and Eastern Europe 91 Georgia
## 35 Central and Eastern Europe 55 Hungary
## 36 Central and Eastern Europe 128 Kazakhstan
## 37 Central and Eastern Europe 107 Kyrgyzstan
## 38 Central and Eastern Europe 38 Latvia
## 39 Central and Eastern Europe 42 Lithuania
## 40 Central and Eastern Europe 80 Moldova
## 41 Central and Eastern Europe 81 Montenegro
## 42 Central and Eastern Europe 78 North Macedonia
## 43 Central and Eastern Europe 50 Poland
## 44 Central and Eastern Europe 62 Romania
## 45 Central and Eastern Europe 124 Russia
## 46 Central and Eastern Europe 66 Serbia
## 47 Central and Eastern Europe 47 Slovakia
## 48 Central and Eastern Europe 35 Slovenia
## 49 Central and Eastern Europe 159 Tajikistan
## 50 Central and Eastern Europe 162 Turkmenistan
## 51 Central and Eastern Europe 79 Ukraine
## 52 Central and Eastern Europe 155 Uzbekistan
## 53 Latin America and the Caribbean 48 Argentina
## 54 Latin America and the Caribbean 94 Bolivia
## 55 Latin America and the Caribbean 49 Brazil
## 56 Latin America and the Caribbean 17 Chile
## 57 Latin America and the Caribbean 46 Colombia
## 58 Latin America and the Caribbean 18 Costa Rica
## 59 Latin America and the Caribbean 140 Cuba
## 60 Latin America and the Caribbean 63 Dominican Republic
## 61 Latin America and the Caribbean 69 Ecuador
## 62 Latin America and the Caribbean 77 El Salvador
## 63 Latin America and the Caribbean 97 Guatemala
## 64 Latin America and the Caribbean 75 Guyana
## 65 Latin America and the Caribbean 106 Haiti
## 66 Latin America and the Caribbean 88 Honduras
## 67 Latin America and the Caribbean 42 Jamaica
## 68 Latin America and the Caribbean 72 Mexico
## 69 Latin America and the Caribbean 120 Nicaragua
## 70 Latin America and the Caribbean 40 Panama
## 71 Latin America and the Caribbean 67 Paraguay
## 72 Latin America and the Caribbean 57 Peru
## 73 Latin America and the Caribbean 51 Suriname
## 74 Latin America and the Caribbean 41 Trinidad and Tobago
## 75 Latin America and the Caribbean 15 Uruguay
## 76 Latin America and the Caribbean 143 Venezuela
## 77 Asia and Australasia 139 Afghanistan
## 78 Asia and Australasia 9 Australia
## 79 Asia and Australasia 76 Bangladesh
## 80 Asia and Australasia 84 Bhutan
## 81 Asia and Australasia 130 Cambodia
## 82 Asia and Australasia 151 China
## 83 Asia and Australasia 83 Fiji
## 84 Asia and Australasia 87 Hong Kong
## 85 Asia and Australasia 53 India
## 86 Asia and Australasia 64 Indonesia
## 87 Asia and Australasia 21 Japan
## 88 Asia and Australasia 161 Laos
## 89 Asia and Australasia 39 Malaysia
## 90 Asia and Australasia 61 Mongolia
## 91 Asia and Australasia 135 Myanmar
## 92 Asia and Australasia 92 Nepal
## 93 Asia and Australasia 4 New Zealand
## 94 Asia and Australasia 167 North Korea
## 95 Asia and Australasia 105 Pakistan
## 96 Asia and Australasia 70 Papua New Guinea
## 97 Asia and Australasia 55 Philippines
## 98 Asia and Australasia 74 Singapore
## 99 Asia and Australasia 23 South Korea
## 100 Asia and Australasia 68 Sri Lanka
## 101 Asia and Australasia 11 Taiwan
## 102 Asia and Australasia 73 Thailand
## 103 Asia and Australasia 44 Timor-Leste
## 104 Asia and Australasia 137 Vietnam
## 105 Middle East and North Africa 115 Algeria
## 106 Middle East and North Africa 150 Bahrain
## 107 Middle East and North Africa 138 Egypt
## 108 Middle East and North Africa 152 Iran
## 109 Middle East and North Africa 118 Iraq
## 110 Middle East and North Africa 27 Israel
## 111 Middle East and North Africa 118 Jordan
## 112 Middle East and North Africa 114 Kuwait
## 113 Middle East and North Africa 108 Lebanon
## 114 Middle East and North Africa 157 Libya
## 115 Middle East and North Africa 96 Morocco
## 116 Middle East and North Africa 136 Oman
## 117 Middle East and North Africa 113 Palestine
## 118 Middle East and North Africa 126 Qatar
## 119 Middle East and North Africa 156 Saudi Arabia
## 120 Middle East and North Africa 149 Sudan
## 121 Middle East and North Africa 164 Syria
## 122 Middle East and North Africa 54 Tunisia
## 123 Middle East and North Africa 145 United Arab Emirates
## 124 Middle East and North Africa 157 Yemen
## 125 Sub-Saharan Africa 117 Angola
## 126 Sub-Saharan Africa 102 Benin
## 127 Sub-Saharan Africa 33 Botswana
## 128 Sub-Saharan Africa 116 Burkina Faso
## 129 Sub-Saharan Africa 154 Burundi
## 130 Sub-Saharan Africa 32 Cape Verde
## 131 Sub-Saharan Africa 142 Cameroon
## 132 Sub-Saharan Africa 165 Central African Republic
## 133 Sub-Saharan Africa 163 Chad
## 134 Sub-Saharan Africa 132 Comoros
## 135 Sub-Saharan Africa 129 Republic of the Congo
## 136 Sub-Saharan Africa 109 Ivory Coast
## 137 Sub-Saharan Africa 166 Democratic Republic of the Congo
## 138 Sub-Saharan Africa 144 Djibouti
## 139 Sub-Saharan Africa 160 Equatorial Guinea
## 140 Sub-Saharan Africa 153 Eritrea
## 141 Sub-Saharan Africa 133 Eswatini
## 142 Sub-Saharan Africa 123 Ethiopia
## 143 Sub-Saharan Africa 121 Gabon
## 144 Sub-Saharan Africa 103 Gambia
## 145 Sub-Saharan Africa 59 Ghana
## 146 Sub-Saharan Africa 133 Guinea
## 147 Sub-Saharan Africa 147 Guinea-Bissau
## 148 Sub-Saharan Africa 95 Kenya
## 149 Sub-Saharan Africa 64 Lesotho
## 150 Sub-Saharan Africa 90 Liberia
## 151 Sub-Saharan Africa 85 Madagascar
## 152 Sub-Saharan Africa 82 Malawi
## 153 Sub-Saharan Africa 111 Mali
## 154 Sub-Saharan Africa 112 Mauritania
## 155 Sub-Saharan Africa 20 Mauritius
## 156 Sub-Saharan Africa 122 Mozambique
## 157 Sub-Saharan Africa 58 Namibia
## 158 Sub-Saharan Africa 125 Niger
## 159 Sub-Saharan Africa 110 Nigeria
## 160 Sub-Saharan Africa 130 Rwanda
## 161 Sub-Saharan Africa 86 Senegal
## 162 Sub-Saharan Africa 99 Sierra Leone
## 163 Sub-Saharan Africa 45 South Africa
## 164 Sub-Saharan Africa 93 Tanzania
## 165 Sub-Saharan Africa 141 Togo
## 166 Sub-Saharan Africa 98 Uganda
## 167 Sub-Saharan Africa 99 Zambia
## 168 Sub-Saharan Africa 127 Zimbabwe
## Regime type
## 2 Full democracy
## 3 Flawed democracy
## 4 Full democracy
## 5 Flawed democracy
## 6 Flawed democracy
## 7 Full democracy
## 8 Full democracy
## 9 Flawed democracy
## 10 Full democracy
## 11 Flawed democracy
## 12 Full democracy
## 13 Full democracy
## 14 Flawed democracy
## 15 Full democracy
## 16 Flawed democracy
## 17 Full democracy
## 18 Full democracy
## 19 Flawed democracy
## 20 Full democracy
## 21 Full democracy
## 22 Full democracy
## 23 Hybrid regime
## 24 Full democracy
## 25 Flawed democracy
## 26 Hybrid regime
## 27 Authoritarian
## 28 Authoritarian
## 29 Hybrid regime
## 30 Flawed democracy
## 31 Flawed democracy
## 32 Flawed democracy
## 33 Flawed democracy
## 34 Hybrid regime
## 35 Flawed democracy
## 36 Authoritarian
## 37 Hybrid regime
## 38 Flawed democracy
## 39 Flawed democracy
## 40 Hybrid regime
## 41 Hybrid regime
## 42 Hybrid regime
## 43 Flawed democracy
## 44 Flawed democracy
## 45 Authoritarian
## 46 Flawed democracy
## 47 Flawed democracy
## 48 Flawed democracy
## 49 Authoritarian
## 50 Authoritarian
## 51 Hybrid regime
## 52 Authoritarian
## 53 Flawed democracy
## 54 Hybrid regime
## 55 Flawed democracy
## 56 Full democracy
## 57 Flawed democracy
## 58 Full democracy
## 59 Authoritarian
## 60 Flawed democracy
## 61 Flawed democracy
## 62 Hybrid regime
## 63 Hybrid regime
## 64 Flawed democracy
## 65 Hybrid regime
## 66 Hybrid regime
## 67 Flawed democracy
## 68 Flawed democracy
## 69 Authoritarian
## 70 Flawed democracy
## 71 Flawed democracy
## 72 Flawed democracy
## 73 Flawed democracy
## 74 Flawed democracy
## 75 Full democracy
## 76 Authoritarian
## 77 Authoritarian
## 78 Full democracy
## 79 Hybrid regime
## 80 Hybrid regime
## 81 Authoritarian
## 82 Authoritarian
## 83 Hybrid regime
## 84 Hybrid regime
## 85 Flawed democracy
## 86 Flawed democracy
## 87 Full democracy
## 88 Authoritarian
## 89 Flawed democracy
## 90 Flawed democracy
## 91 Authoritarian
## 92 Hybrid regime
## 93 Full democracy
## 94 Authoritarian
## 95 Hybrid regime
## 96 Flawed democracy
## 97 Flawed democracy
## 98 Flawed democracy
## 99 Full democracy
## 100 Flawed democracy
## 101 Full democracy
## 102 Flawed democracy
## 103 Flawed democracy
## 104 Authoritarian
## 105 Authoritarian
## 106 Authoritarian
## 107 Authoritarian
## 108 Authoritarian
## 109 Authoritarian
## 110 Flawed democracy
## 111 Authoritarian
## 112 Authoritarian
## 113 Hybrid regime
## 114 Authoritarian
## 115 Hybrid regime
## 116 Authoritarian
## 117 Authoritarian
## 118 Authoritarian
## 119 Authoritarian
## 120 Authoritarian
## 121 Authoritarian
## 122 Flawed democracy
## 123 Authoritarian
## 124 Authoritarian
## 125 Authoritarian
## 126 Hybrid regime
## 127 Flawed democracy
## 128 Authoritarian
## 129 Authoritarian
## 130 Flawed democracy
## 131 Authoritarian
## 132 Authoritarian
## 133 Authoritarian
## 134 Authoritarian
## 135 Authoritarian
## 136 Hybrid regime
## 137 Authoritarian
## 138 Authoritarian
## 139 Authoritarian
## 140 Authoritarian
## 141 Authoritarian
## 142 Authoritarian
## 143 Authoritarian
## 144 Hybrid regime
## 145 Flawed democracy
## 146 Authoritarian
## 147 Authoritarian
## 148 Hybrid regime
## 149 Flawed democracy
## 150 Hybrid regime
## 151 Hybrid regime
## 152 Hybrid regime
## 153 Authoritarian
## 154 Authoritarian
## 155 Full democracy
## 156 Authoritarian
## 157 Flawed democracy
## 158 Authoritarian
## 159 Hybrid regime
## 160 Authoritarian
## 161 Hybrid regime
## 162 Hybrid regime
## 163 Flawed democracy
## 164 Hybrid regime
## 165 Authoritarian
## 166 Hybrid regime
## 167 Hybrid regime
## 168 AuthoritarianData 3: World Hapiness Report
linkD3 = "https://en.wikipedia.org/wiki/World_Happiness_Report"
pathD3 = "/html/body/div[3]/div[3]/div[5]/div[1]/div[11]/table/tbody/tr[2]/td/table"
TABLA3 = htmltab(linkD3, pathD3)
names(TABLA3) = c("Rank", "Pais", "Score", "GDP", "SS", "Life", "Choice", "Generosity", "Corruption")
TABLA3$Pais = gsub("Â","",TABLA3$Pais)
TABLA3$Pais = trimws(TABLA3$Pais,which=c("both"),whitespace = "[\\h\\v]")
TABLA3## Rank Pais Score GDP SS Life Choice Generosity
## 2 1 Finland 7.809 1.285 1.500 0.961 0.662 0.160
## 3 2 Denmark 7.646 1.327 1.503 0.979 0.665 0.243
## 4 3 Switzerland 7.560 1.391 1.472 1.041 0.629 0.269
## 5 4 Iceland 7.504 1.327 1.548 1.001 0.662 0.362
## 6 5 Norway 7.488 1.424 1.495 1.008 0.670 0.288
## 7 6 Netherlands 7.449 1.339 1.464 0.976 0.614 0.336
## 8 7 Sweden 7.353 1.322 1.433 0.986 0.650 0.273
## 9 8 New Zealand 7.300 1.242 1.487 1.008 0.647 0.326
## 10 9 Austria 7.294 1.317 1.437 1.001 0.603 0.256
## 11 10 Luxembourg 7.238 1.537 1.388 0.986 0.610 0.196
## 12 11 Canada 7.232 1.302 1.435 1.023 0.644 0.282
## 13 12 Australia 7.223 1.310 1.477 1.023 0.622 0.325
## 14 13 United Kingdom 7.165 1.273 1.458 0.976 0.525 0.373
## 15 14 Israel 7.129 1.216 1.403 1.008 0.421 0.267
## 16 15 Costa Rica 7.121 0.981 1.375 0.940 0.645 0.131
## 17 16 Ireland 7.094 1.447 1.471 0.976 0.588 0.295
## 18 17 Germany 7.076 1.314 1.369 0.972 0.564 0.252
## 19 18 United States 6.940 1.374 1.405 0.832 0.535 0.298
## 20 19 Czech Republic 6.911 1.212 1.405 0.895 0.506 0.046
## 21 20 Belgium 6.864 1.296 1.399 0.965 0.500 0.147
## 22 21 United Arab Emirates 6.791 1.431 1.251 0.788 0.653 0.281
## 23 22 Malta 6.773 1.253 1.443 0.972 0.633 0.341
## 24 23 France 6.664 1.268 1.459 1.030 0.514 0.113
## 25 24 Mexico 6.465 1.024 1.226 0.832 0.554 0.083
## 26 25 Taiwan 6.455 1.327 1.358 0.878 0.449 0.151
## 27 26 Uruguay 6.440 1.071 1.425 0.857 0.594 0.132
## 28 27 Saudi Arabia 6.406 1.334 1.310 0.760 0.548 0.087
## 29 28 Spain 6.401 1.231 1.421 1.051 0.426 0.165
## 30 29 Guatemala 6.399 0.754 1.174 0.706 0.613 0.171
## 31 30 Italy 6.387 1.236 1.347 1.023 0.321 0.170
## 32 31 Singapore 6.377 1.520 1.395 1.138 0.635 0.219
## 33 32 Brazil 6.376 0.953 1.363 0.766 0.483 0.132
## 34 33 Slovenia 6.363 1.209 1.465 0.933 0.647 0.146
## 35 34 El Salvador 6.348 0.749 1.149 0.753 0.524 0.119
## 36 35 Kosovo 6.325 0.840 1.184 0.673 0.557 0.325
## 37 36 Panama 6.305 1.098 1.376 0.879 0.580 0.097
## 38 37 Slovakia 6.281 1.195 1.424 0.853 0.424 0.117
## 39 38 Uzbekistan 6.258 0.697 1.434 0.717 0.693 0.363
## 40 39 Chile 6.228 1.097 1.323 0.889 0.417 0.156
## 41 40 Bahrain 6.227 1.297 1.315 0.839 0.610 0.287
## 42 41 Lithuania 6.215 1.194 1.433 0.795 0.420 0.054
## 43 42 Trinidad and Tobago 6.192 1.168 1.407 0.659 0.553 0.199
## 44 43 Poland 6.186 1.169 1.310 0.868 0.558 0.063
## 45 44 Colombia 6.163 0.932 1.334 0.810 0.527 0.092
## 46 45 Cyprus 6.159 1.213 1.149 1.026 0.459 0.228
## 47 46 Nicaragua 6.137 0.620 1.271 0.803 0.560 0.213
## 48 47 Romania 6.124 1.120 1.194 0.792 0.535 0.068
## 49 48 Kuwait 6.102 1.425 1.245 0.776 0.570 0.133
## 50 49 Mauritius 6.101 1.074 1.396 0.763 0.591 0.187
## 51 50 Kazakhstan 6.058 1.123 1.453 0.699 0.497 0.154
## 52 51 Estonia 6.022 1.192 1.453 0.843 0.577 0.125
## 53 52 Philippines 6.006 0.775 1.245 0.602 0.622 0.129
## 54 53 Hungary 6.000 1.164 1.423 0.807 0.386 0.070
## 55 54 Thailand 5.999 1.007 1.348 0.794 0.609 0.377
## 56 55 Argentina 5.975 1.028 1.373 0.850 0.521 0.070
## 57 56 Honduras 5.953 0.599 1.187 0.792 0.568 0.257
## 58 57 Latvia 5.950 1.141 1.414 0.778 0.329 0.075
## 59 58 Ecuador 5.925 0.853 1.221 0.839 0.555 0.115
## 60 59 Portugal 5.911 1.169 1.340 0.979 0.590 0.053
## 61 60 Jamaica 5.890 0.779 1.408 0.788 0.553 0.116
## 62 61 South Korea 5.872 1.245 1.134 1.023 0.259 0.170
## 63 62 Japan 5.871 1.267 1.332 1.073 0.495 0.036
## 64 63 Peru 5.797 0.919 1.208 0.824 0.513 0.092
## 65 64 Serbia 5.778 0.988 1.327 0.828 0.395 0.150
## 66 65 Bolivia 5.747 0.731 1.142 0.662 0.574 0.138
## 67 66 Pakistan 5.693 0.617 0.873 0.470 0.405 0.229
## 68 67 Paraguay 5.692 0.898 1.368 0.736 0.587 0.204
## 69 68 Dominican Republic 5.689 0.983 1.329 0.742 0.563 0.112
## 70 69 Bosnia and Herzegovina 5.674 0.918 1.204 0.814 0.305 0.264
## 71 70 Moldova 5.608 0.708 1.237 0.713 0.390 0.174
## 72 71 Tajikistan 5.556 0.475 1.218 0.681 0.521 0.182
## 73 72 Montenegro 5.546 1.010 1.266 0.839 0.303 0.149
## 74 73 Russia 5.546 1.127 1.379 0.680 0.399 0.099
## 75 74 Kyrgyzstan 5.542 0.513 1.341 0.681 0.615 0.301
## 76 75 Belarus 5.540 1.019 1.387 0.753 0.291 0.090
## 77 76 North Cyprus 5.536 1.213 1.183 1.026 0.478 0.199
## 78 77 Greece 5.515 1.128 1.169 0.979 0.174 0.000
## 79 78 Hong Kong 5.510 1.377 1.244 1.137 0.459 0.288
## 80 79 Croatia 5.505 1.109 1.311 0.901 0.381 0.114
## 81 80 Libya 5.489 1.022 1.196 0.616 0.451 0.143
## 82 81 Mongolia 5.456 0.905 1.459 0.616 0.356 0.264
## 83 82 Malaysia 5.384 1.168 1.174 0.789 0.597 0.275
## 84 83 Vietnam 5.353 0.718 1.253 0.819 0.651 0.136
## 85 84 Indonesia 5.286 0.892 1.155 0.610 0.568 0.543
## 86 85 Ivory Coast 5.233 0.537 0.800 0.155 0.397 0.170
## 87 86 Benin 5.216 0.366 0.352 0.328 0.406 0.197
## 88 87 Maldives 5.198 0.938 1.402 0.914 0.548 0.224
## 89 88 Congo (Brazzaville) 5.194 0.634 0.758 0.458 0.387 0.117
## 90 89 Azerbaijan 5.165 0.990 1.181 0.731 0.468 0.040
## 91 90 North Macedonia 5.160 0.935 1.183 0.803 0.410 0.186
## 92 91 Ghana 5.148 0.576 0.966 0.432 0.477 0.261
## 93 92 Nepal 5.137 0.444 1.101 0.669 0.481 0.301
## 94 93 Turkey 5.132 1.127 1.197 0.781 0.254 0.086
## 95 94 China 5.124 0.991 1.132 0.867 0.602 0.079
## 96 95 Turkmenistan 5.119 1.009 1.510 0.612 0.515 0.323
## 97 96 Bulgaria 5.102 1.047 1.461 0.778 0.418 0.104
## 98 97 Morocco 5.095 0.759 0.645 0.745 0.450 0.040
## 99 98 Cameroon 5.085 0.504 0.900 0.270 0.439 0.198
## 100 99 Venezuela 5.053 0.770 1.349 0.767 0.272 0.087
## 101 100 Algeria 5.005 0.944 1.143 0.745 0.084 0.119
## 102 101 Senegal 4.981 0.504 0.955 0.518 0.352 0.164
## 103 102 Guinea 4.949 0.390 0.751 0.334 0.372 0.249
## 104 103 Niger 4.910 0.108 0.704 0.299 0.435 0.208
## 105 104 Laos 4.889 0.715 0.987 0.486 0.612 0.273
## 106 105 Albania 4.883 0.907 0.830 0.846 0.462 0.171
## 107 106 Cambodia 4.848 0.545 1.071 0.588 0.675 0.233
## 108 107 Bangladesh 4.833 0.556 0.869 0.695 0.604 0.177
## 109 108 Gabon 4.829 0.988 1.106 0.523 0.369 0.052
## 110 109 South Africa 4.814 0.902 1.259 0.407 0.435 0.126
## 111 110 Iraq 4.785 0.982 1.011 0.529 0.284 0.153
## 112 111 Lebanon 4.772 0.889 1.192 0.789 0.186 0.159
## 113 112 Burkina Faso 4.769 0.302 0.929 0.313 0.322 0.186
## 114 113 Gambia 4.751 0.257 0.883 0.353 0.403 0.426
## 115 114 Mali 4.729 0.352 0.973 0.235 0.378 0.170
## 116 115 Nigeria 4.724 0.646 0.987 0.168 0.435 0.221
## 117 116 Armenia 4.677 0.808 1.035 0.776 0.378 0.107
## 118 117 Georgia 4.673 0.847 0.731 0.695 0.485 0.048
## 119 118 Iran 4.672 1.029 0.886 0.749 0.301 0.277
## 120 119 Jordan 4.633 0.785 1.140 0.778 0.425 0.091
## 121 120 Mozambique 4.624 0.179 0.955 0.324 0.561 0.220
## 122 121 Kenya 4.583 0.476 0.905 0.536 0.519 0.394
## 123 122 Namibia 4.571 0.840 1.246 0.407 0.445 0.076
## 124 123 Ukraine 4.561 0.780 1.321 0.699 0.319 0.179
## 125 124 Liberia 4.558 0.174 0.921 0.392 0.406 0.227
## 126 125 Palestine 4.553 0.588 1.195 0.614 0.299 0.092
## 127 126 Uganda 4.432 0.312 1.052 0.378 0.402 0.265
## 128 127 Chad 4.423 0.302 0.739 0.109 0.229 0.211
## 129 128 Tunisia 4.392 0.875 0.872 0.781 0.236 0.056
## 130 129 Mauritania 4.375 0.540 1.113 0.425 0.186 0.129
## 131 130 Sri Lanka 4.327 0.898 1.195 0.792 0.529 0.253
## 132 131 Congo (Kinshasa) 4.311 0.062 0.833 0.277 0.365 0.254
## 133 132 Swaziland 4.308 0.828 1.065 0.216 0.300 0.067
## 134 133 Myanmar 4.308 0.678 1.098 0.495 0.597 0.570
## 135 134 Comoros 4.289 0.416 0.723 0.437 0.181 0.259
## 136 135 Togo 4.187 0.268 0.548 0.343 0.304 0.201
## 137 136 Ethiopia 4.186 0.315 1.001 0.484 0.413 0.228
## 138 137 Madagascar 4.166 0.245 0.824 0.501 0.193 0.191
## 139 138 Egypt 4.151 0.875 0.983 0.597 0.374 0.069
## 140 139 Sierra Leone 3.926 0.241 0.748 0.204 0.382 0.258
## 141 140 Burundi 3.775 0.000 0.404 0.295 0.275 0.187
## 142 141 Zambia 3.759 0.537 0.896 0.364 0.491 0.251
## 143 142 Haiti 3.721 0.285 0.647 0.374 0.169 0.464
## 144 143 Lesotho 3.653 0.455 1.089 0.101 0.409 0.103
## 145 144 India 3.573 0.731 0.644 0.541 0.581 0.237
## 146 145 Malawi 3.538 0.177 0.530 0.446 0.487 0.213
## 147 146 Yemen 3.527 0.393 1.177 0.415 0.244 0.095
## 148 147 Botswana 3.479 0.998 1.086 0.494 0.509 0.033
## 149 148 Tanzania 3.476 0.457 0.873 0.443 0.509 0.272
## 150 149 Central African Republic 3.476 0.041 0.000 0.000 0.293 0.254
## 151 150 Rwanda 3.312 0.343 0.523 0.572 0.604 0.236
## 152 151 Zimbabwe 3.299 0.426 1.048 0.375 0.377 0.151
## 153 152 South Sudan 2.817 0.289 0.553 0.209 0.066 0.210
## 154 153 Afghanistan 2.567 0.301 0.356 0.266 0.000 0.135
## Corruption
## 2 0.478
## 3 0.495
## 4 0.408
## 5 0.145
## 6 0.434
## 7 0.369
## 8 0.442
## 9 0.461
## 10 0.281
## 11 0.367
## 12 0.352
## 13 0.336
## 14 0.323
## 15 0.100
## 16 0.096
## 17 0.373
## 18 0.309
## 19 0.152
## 20 0.050
## 21 0.209
## 22 0.220
## 23 0.179
## 24 0.227
## 25 0.083
## 26 0.132
## 27 0.193
## 28 0.163
## 29 0.110
## 30 0.098
## 31 0.040
## 32 0.533
## 33 0.107
## 34 0.077
## 35 0.117
## 36 0.009
## 37 0.054
## 38 0.011
## 39 0.280
## 40 0.063
## 41 0.127
## 42 0.081
## 43 0.015
## 44 0.161
## 45 0.046
## 46 0.051
## 47 0.174
## 48 0.001
## 49 0.113
## 50 0.084
## 51 0.110
## 52 0.202
## 53 0.130
## 54 0.028
## 55 0.032
## 56 0.060
## 57 0.087
## 58 0.090
## 59 0.087
## 60 0.028
## 61 0.030
## 62 0.095
## 63 0.181
## 64 0.027
## 65 0.059
## 66 0.073
## 67 0.123
## 68 0.065
## 69 0.116
## 70 0.001
## 71 0.014
## 72 0.222
## 73 0.098
## 74 0.046
## 75 0.030
## 76 0.194
## 77 0.200
## 78 0.049
## 79 0.332
## 80 0.012
## 81 0.172
## 82 0.047
## 83 0.062
## 84 0.090
## 85 0.038
## 86 0.093
## 87 0.126
## 88 0.072
## 89 0.119
## 90 0.247
## 91 0.025
## 92 0.057
## 93 0.128
## 94 0.121
## 95 0.117
## 96 0.034
## 97 0.000
## 98 0.077
## 99 0.054
## 100 0.064
## 101 0.129
## 102 0.082
## 103 0.112
## 104 0.138
## 105 0.194
## 106 0.025
## 107 0.073
## 108 0.177
## 109 0.056
## 110 0.060
## 111 0.073
## 112 0.022
## 113 0.126
## 114 0.158
## 115 0.062
## 116 0.048
## 117 0.105
## 118 0.174
## 119 0.143
## 120 0.152
## 121 0.163
## 122 0.067
## 123 0.054
## 124 0.010
## 125 0.051
## 126 0.072
## 127 0.064
## 128 0.086
## 129 0.044
## 130 0.122
## 131 0.049
## 132 0.081
## 133 0.147
## 134 0.188
## 135 0.100
## 136 0.115
## 137 0.117
## 138 0.076
## 139 0.095
## 140 0.048
## 141 0.212
## 142 0.087
## 143 0.162
## 144 0.050
## 145 0.106
## 146 0.132
## 147 0.087
## 148 0.102
## 149 0.204
## 150 0.028
## 151 0.486
## 152 0.081
## 153 0.111
## 154 0.001MERGE= merge(TABLA1,TABLA2, by.x = "PaÃs", by.y = "Country")
head(MERGE)## PaÃs FreeWorld EconomicFree PressFree
## 1 Afghanistan not free mostly unfree difficult situation
## 2 Albania partly free moderately free noticeable problems
## 3 Algeria not free repressed difficult situation
## 4 Angola not free mostly unfree noticeable problems
## 5 Argentina free mostly unfree noticeable problems
## 6 Armenia partly free mostly free noticeable problems
## DemocracyIn Region 2020 rank
## 1 authoritarian regime Asia and Australasia 139
## 2 flawed democracy Central and Eastern Europe 71
## 3 authoritarian regime Middle East and North Africa 115
## 4 authoritarian regime Sub-Saharan Africa 117
## 5 flawed democracy Latin America and the Caribbean 48
## 6 hybrid regime Central and Eastern Europe 89
## Regime type
## 1 Authoritarian
## 2 Flawed democracy
## 3 Authoritarian
## 4 Authoritarian
## 5 Flawed democracy
## 6 Hybrid regimeData 4: Military Expenditures
github_4="https://raw.githubusercontent.com/rafa0303/Examen-Final/main/military%20expeditures.csv"
data4=import(github_4)
data.frame(data4)## name slug value
## 1 Oman oman 11.00
## 2 Saudi Arabia saudi-arabia 7.90
## 3 Algeria algeria 7.00
## 4 Kuwait kuwait 6.30
## 5 United Arab Emirates united-arab-emirates 6.00
## 6 Azerbaijan azerbaijan 5.40
## 7 Eritrea eritrea 5.10
## 8 Armenia armenia 5.00
## 9 Djibouti djibouti 4.90
## 10 Israel israel 4.80
## 11 Jordan jordan 4.70
## 12 Morocco morocco 4.50
## 13 Pakistan pakistan 4.30
## 14 Yemen yemen 4.30
## 15 Bahrain bahrain 4.20
## 16 Iraq iraq 4.10
## 17 Qatar qatar 4.00
## 18 Russia russia 4.00
## 19 United States united-states 3.73
## 20 Brunei brunei 3.70
## 21 Mali mali 3.40
## 22 Namibia namibia 3.40
## 23 Singapore singapore 3.30
## 24 Congo, Republic of the congo-republic-of-the 3.20
## 25 Ukraine ukraine 3.20
## 26 Botswana botswana 3.00
## 27 Burma burma 3.00
## 28 Colombia colombia 3.00
## 29 Lebanon lebanon 3.00
## 30 Chad chad 2.90
## 31 Cuba cuba 2.90
## 32 Tunisia tunisia 2.90
## 33 Korea, South korea-south 2.80
## 34 Greece greece 2.68
## 35 India india 2.60
## 36 Burkina Faso burkina-faso 2.50
## 37 Cambodia cambodia 2.50
## 38 Mauritania mauritania 2.50
## 39 Uganda uganda 2.50
## 40 United Kingdom united-kingdom 2.32
## 41 Ecuador ecuador 2.30
## 42 Estonia estonia 2.30
## 43 South Sudan south-sudan 2.30
## 44 Taiwan taiwan 2.30
## 45 Vietnam vietnam 2.30
## 46 Latvia latvia 2.27
## 47 Finland finland 2.20
## 48 Poland poland 2.20
## 49 Australia australia 2.10
## 50 Burundi burundi 2.10
## 51 Iran iran 2.10
## 52 Niger niger 2.10
## 53 Romania romania 2.07
## 54 France france 2.04
## 55 Lithuania lithuania 2.03
## 56 Chile chile 2.00
## 57 Norway norway 2.00
## 58 Serbia serbia 2.00
## 59 Slovakia slovakia 2.00
## 60 Sri Lanka sri-lanka 2.00
## 61 Togo togo 2.00
## 62 Uruguay uruguay 2.00
## 63 Turkey turkey 1.86
## 64 Hungary hungary 1.85
## 65 Croatia croatia 1.83
## 66 Central African Republic central-african-republic 1.80
## 67 Eswatini eswatini 1.80
## 68 Gabon gabon 1.80
## 69 Georgia georgia 1.80
## 70 Cyprus cyprus 1.75
## 71 Montenegro montenegro 1.72
## 72 Angola angola 1.70
## 73 China china 1.70
## 74 Guinea-Bissau guinea-bissau 1.70
## 75 Honduras honduras 1.70
## 76 Jamaica jamaica 1.70
## 77 Bulgaria bulgaria 1.60
## 78 Lesotho lesotho 1.60
## 79 Seychelles seychelles 1.60
## 80 Portugal portugal 1.59
## 81 North Macedonia north-macedonia 1.57
## 82 Germany germany 1.56
## 83 Belize belize 1.50
## 84 Kyrgyzstan kyrgyzstan 1.50
## 85 New Zealand new-zealand 1.50
## 86 Senegal senegal 1.50
## 87 Timor-Leste timor-leste 1.50
## 88 Netherlands netherlands 1.49
## 89 Denmark denmark 1.43
## 90 Canada canada 1.42
## 91 Fiji fiji 1.40
## 92 Guinea guinea 1.40
## 93 Panama panama 1.40
## 94 Thailand thailand 1.40
## 95 Italy italy 1.39
## 96 Czechia czechia 1.34
## 97 Albania albania 1.30
## 98 Bolivia bolivia 1.30
## 99 Brazil brazil 1.30
## 100 Equatorial Guinea equatorial-guinea 1.30
## 101 Nepal nepal 1.30
## 102 Rwanda rwanda 1.30
## 103 Somalia somalia 1.30
## 104 Tanzania tanzania 1.30
## 105 Zambia zambia 1.30
## 106 Afghanistan afghanistan 1.20
## 107 Bangladesh bangladesh 1.20
## 108 Belarus belarus 1.20
## 109 Egypt egypt 1.20
## 110 El Salvador el-salvador 1.20
## 111 Guyana guyana 1.20
## 112 Kenya kenya 1.20
## 113 Peru peru 1.20
## 114 Uzbekistan uzbekistan 1.20
## 115 Spain spain 1.17
## 116 Cote d'Ivoire cote-divoire 1.10
## 117 Kosovo kosovo 1.10
## 118 Malaysia malaysia 1.10
## 119 Slovenia slovenia 1.10
## 120 Sudan sudan 1.10
## 121 Suriname suriname 1.10
## 122 Sweden sweden 1.10
## 123 Tajikistan tajikistan 1.10
## 124 Belgium belgium 1.07
## 125 Cameroon cameroon 1.00
## 126 Japan japan 1.00
## 127 Mozambique mozambique 1.00
## 128 Paraguay paraguay 1.00
## 129 Philippines philippines 1.00
## 130 Bahamas, The bahamas-the 0.90
## 131 Barbados barbados 0.90
## 132 Bosnia and Herzegovina bosnia-and-herzegovina 0.90
## 133 Kazakhstan kazakhstan 0.90
## 134 Malawi malawi 0.90
## 135 South Africa south-africa 0.90
## 136 Turkmenistan turkmenistan 0.90
## 137 Argentina argentina 0.80
## 138 Austria austria 0.80
## 139 Dominican Republic dominican-republic 0.80
## 140 Gambia, The gambia-the 0.80
## 141 Indonesia indonesia 0.80
## 142 Madagascar madagascar 0.80
## 143 Mongolia mongolia 0.80
## 144 Switzerland switzerland 0.80
## 145 Trinidad and Tobago trinidad-and-tobago 0.80
## 146 Costa Rica costa-rica 0.70
## 147 Nicaragua nicaragua 0.70
## 148 Zimbabwe zimbabwe 0.70
## 149 Cabo Verde cabo-verde 0.60
## 150 Congo, Democratic Republic of the congo-democratic-republic-of-the 0.60
## 151 Malta malta 0.60
## 152 Mexico mexico 0.60
## 153 Nigeria nigeria 0.60
## 154 Luxembourg luxembourg 0.57
## 155 Benin benin 0.50
## 156 Ethiopia ethiopia 0.50
## 157 Guatemala guatemala 0.50
## 158 Sierra Leone sierra-leone 0.50
## 159 Ghana ghana 0.40
## 160 Liberia liberia 0.40
## 161 Moldova moldova 0.40
## 162 Papua New Guinea papua-new-guinea 0.40
## 163 Venezuela venezuela 0.40
## 164 Ireland ireland 0.27
## 165 Laos laos 0.20
## 166 Mauritius mauritius 0.20
## date_of_information ranking region
## 1 2020 est. 1 Middle East
## 2 2020 est. 2 Middle East
## 3 2020 est. 3 Africa
## 4 2020 est. 4 Middle East
## 5 2020 est. 5 Middle East
## 6 2020 est. 6 Middle East
## 7 2017 est. 7 Africa
## 8 2020 est. 8 Middle East
## 9 2017 est. 9 Africa
## 10 2020 est. 10 Middle East
## 11 2020 est. 11 Middle East
## 12 2020 est. 12 Africa
## 13 2020 est. 13 South Asia
## 14 2014 14 Middle East
## 15 2020 est. 15 Middle East
## 16 2020 est. 16 Middle East
## 17 2020 est. 17 Middle East
## 18 2020 est. 18 Central Asia
## 19 2020 est. 19 North America
## 20 2020 est. 20 East Asia/Southeast Asia
## 21 2020 est. 21 Africa
## 22 2020 est. 22 Africa
## 23 2020 est. 23 East Asia/Southeast Asia
## 24 2020 est. 24 Africa
## 25 2020 est. 25 Europe
## 26 2020 est. 26 Africa
## 27 2020 est. 27 East Asia/Southeast Asia
## 28 2020 est. 28 South America
## 29 2020 est. 29 Middle East
## 30 2020 est. 30 Africa
## 31 2018 est. 31 Central America
## 32 2020 est. 32 Africa
## 33 2020 est. 33 East Asia/Southeast Asia
## 34 2020 est. 34 Europe
## 35 2020 est. 35 South Asia
## 36 2020 est. 36 Africa
## 37 2020 est. 37 East Asia/Southeast Asia
## 38 2020 est. 38 Africa
## 39 2020 est. 39 Africa
## 40 2020 est. 40 Europe
## 41 2020 est. 41 South America
## 42 2021 est. 42 Europe
## 43 2020 est. 43 Africa
## 44 2020 est. 44 East Asia/Southeast Asia
## 45 2020 est. 45 East Asia/Southeast Asia
## 46 2020 est. 46 Europe
## 47 2021 est. 47 Europe
## 48 2021 est. 48 Europe
## 49 2021 est. 49 Australia - Oceania
## 50 2020 est. 50 Africa
## 51 2020 est. 51 Middle East
## 52 2020 est. 52 Africa
## 53 2020 est. 53 Europe
## 54 2020 est. 54 Europe
## 55 2021 est. 55 Europe
## 56 2020 est. 56 South America
## 57 2020 est. 57 Europe
## 58 2020 est. 58 Europe
## 59 2020 est. 59 Europe
## 60 2020 est. 60 South Asia
## 61 2020 est. 61 Africa
## 62 2020 est. 62 South America
## 63 2020 est. 63 Middle East
## 64 2020 est. 64 Europe
## 65 2020 est. 65 Europe
## 66 2020 est. 66 Africa
## 67 2020 est. 67 Africa
## 68 2020 est. 68 Africa
## 69 2020 est. 69 Middle East
## 70 2020 est. 70 Europe
## 71 2020 est. 71 Europe
## 72 2020 est. 72 Africa
## 73 2020 est. 73 East Asia/Southeast Asia
## 74 2020 est. 74 Africa
## 75 2020 est. 75 Central America
## 76 2020 est. 76 Central America
## 77 2020 est. 77 Europe
## 78 2020 est. 78 Africa
## 79 2020 est. 79 Africa
## 80 2020 est. 80 Europe
## 81 2021 est. 81 Europe
## 82 2020 est. 82 Europe
## 83 2020 est. 83 Central America
## 84 2020 est. 84 Central Asia
## 85 2020 85 Australia - Oceania
## 86 2020 86 Africa
## 87 2020 est. 87 East Asia/Southeast Asia
## 88 2020 est. 88 Europe
## 89 2020 est. 89 Europe
## 90 2020 est. 90 North America
## 91 2020 est. 91 Australia - Oceania
## 92 2020 est. 92 Africa
## 93 2020 est. 93 Central America
## 94 2020 est. 94 East Asia/Southeast Asia
## 95 2020 est. 95 Europe
## 96 2020 est. 96 Europe
## 97 2020 est. 97 Europe
## 98 2020 est. 98 South America
## 99 2020 est. 99 South America
## 100 2019 est. 100 Africa
## 101 2020 est. 101 South Asia
## 102 2020 102 Africa
## 103 2017 est. 103 Africa
## 104 2020 est. 104 Africa
## 105 2020 est. 105 Africa
## 106 2019 106 South Asia
## 107 2020 est. 107 South Asia
## 108 2020 est. 108 Europe
## 109 2020 est. 109 Africa
## 110 2020 est. 110 Central America
## 111 2020 est. 111 South America
## 112 2020 112 Africa
## 113 2020 est. 113 South America
## 114 2020 est. 114 Central Asia
## 115 2020 est. 115 Europe
## 116 2020 est. 116 Africa
## 117 2020 117 Europe
## 118 2020 est. 118 East Asia/Southeast Asia
## 119 2020 est. 119 Europe
## 120 2020 est. 120 Africa
## 121 2017 est. 121 South America
## 122 2020 est. 122 Europe
## 123 2020 est. 123 Central Asia
## 124 2020 est. 124 Europe
## 125 2020 est. 125 Africa
## 126 2020 126 East Asia/Southeast Asia
## 127 2020 est. 127 Africa
## 128 2020 est. 128 South America
## 129 2020 est. 129 East Asia/Southeast Asia
## 130 2021 est. 130 Central America
## 131 2020 est. 131 Central America
## 132 2021 est. 132 Europe
## 133 2020 est. 133 Central Asia
## 134 2020 est. 134 Africa
## 135 2021 est. 135 Africa
## 136 2020 est. 136 Central Asia
## 137 2020 138 South America
## 138 2021 est. 139 Europe
## 139 2020 est. 140 Central America
## 140 2020 est. 141 Africa
## 141 2020 est. 142 East Asia/Southeast Asia
## 142 2020 est. 143 Africa
## 143 2020 est. 144 East Asia/Southeast Asia
## 144 2020 est. 145 Europe
## 145 2020 est. 146 Central America
## 146 2020 147 Central America
## 147 2020 est. 148 Central America
## 148 2019 est. 149 Africa
## 149 2020 est. 150 Africa
## 150 2020 est. 151 Africa
## 151 2020 152 Europe
## 152 2020 est. 153 North America
## 153 2020 154 Africa
## 154 2020 est. 155 Europe
## 155 2020 est. 156 Africa
## 156 2020 est. 157 Africa
## 157 2020 est. 158 Central America
## 158 2020 est. 159 Africa
## 159 2020 est. 160 Africa
## 160 2020 est. 161 Africa
## 161 2020 est. 162 Europe
## 162 2020 est. 163 East Asia/Southeast Asia
## 163 2017 164 South America
## 164 2020 165 Europe
## 165 2017 est. 166 East Asia/Southeast Asia
## 166 2020 est. 167 AfricaData 5: Education expenditures
github_5="https://raw.githubusercontent.com/rafa0303/Examen-Final/main/education%20expenditures.csv"
data5=import(github_5)
data.frame(data5)## name slug value
## 1 Kiribati kiribati 12.4
## 2 Greenland greenland 10.6
## 3 Solomon Islands solomon-islands 10.1
## 4 Micronesia, Federated States of micronesia-federated-states-of 9.7
## 5 Marshall Islands marshall-islands 9.6
## 6 Namibia namibia 9.4
## 7 Sierra Leone sierra-leone 9.3
## 8 Montserrat montserrat 9.1
## 9 Faroe Islands faroe-islands 8.2
## 10 Tonga tonga 8.0
## 11 Belize belize 7.9
## 12 Denmark denmark 7.8
## 13 Iceland iceland 7.6
## 14 Norway norway 7.6
## 15 Sweden sweden 7.6
## 16 Lesotho lesotho 7.4
## 17 Bolivia bolivia 7.3
## 18 Tunisia tunisia 7.3
## 19 Suriname suriname 7.2
## 20 Bhutan bhutan 6.9
## 21 Botswana botswana 6.9
## 22 South Africa south-africa 6.8
## 23 Timor-Leste timor-leste 6.8
## 24 Costa Rica costa-rica 6.7
## 25 Kuwait kuwait 6.6
## 26 Belgium belgium 6.4
## 27 Finland finland 6.3
## 28 Israel israel 6.2
## 29 Mozambique mozambique 6.2
## 30 Algeria algeria 6.1
## 31 Brazil brazil 6.1
## 32 Moldova moldova 6.1
## 33 Puerto Rico puerto-rico 6.1
## 34 New Zealand new-zealand 6.0
## 35 Sao Tome and Principe sao-tome-and-principe 5.9
## 36 Burkina Faso burkina-faso 5.8
## 37 Cyprus cyprus 5.8
## 38 Saint Vincent and the Grenadines saint-vincent-and-the-grenadines 5.7
## 39 Tajikistan tajikistan 5.7
## 40 Aruba aruba 5.5
## 41 Chile chile 5.4
## 42 France france 5.4
## 43 Jamaica jamaica 5.4
## 44 Kyrgyzstan kyrgyzstan 5.4
## 45 Netherlands netherlands 5.4
## 46 Oman oman 5.4
## 47 Ukraine ukraine 5.4
## 48 Canada canada 5.3
## 49 Eswatini eswatini 5.3
## 50 Gaza Strip gaza-strip 5.3
## 51 Senegal senegal 5.3
## 52 West Bank west-bank 5.3
## 53 Austria austria 5.2
## 54 Estonia estonia 5.2
## 55 United Kingdom united-kingdom 5.2
## 56 Australia australia 5.1
## 57 Burundi burundi 5.1
## 58 Ethiopia ethiopia 5.1
## 59 Fiji fiji 5.1
## 60 Kenya kenya 5.1
## 61 Uzbekistan uzbekistan 5.1
## 62 Belarus belarus 5.0
## 63 Dominica dominica 5.0
## 64 Germany germany 5.0
## 65 Togo togo 5.0
## 66 United States united-states 5.0
## 67 Curacao curacao 4.9
## 68 Honduras honduras 4.9
## 69 Mongolia mongolia 4.9
## 70 Slovenia slovenia 4.9
## 71 Switzerland switzerland 4.9
## 72 Argentina argentina 4.8
## 73 Samoa samoa 4.8
## 74 Cabo Verde cabo-verde 4.7
## 75 Malta malta 4.7
## 76 Portugal portugal 4.7
## 77 Russia russia 4.7
## 78 Uruguay uruguay 4.7
## 79 Hungary hungary 4.6
## 80 Mauritius mauritius 4.6
## 81 Poland poland 4.6
## 82 Colombia colombia 4.5
## 83 Guyana guyana 4.5
## 84 Korea, South korea-south 4.5
## 85 Zambia zambia 4.5
## 86 Brunei brunei 4.4
## 87 Hong Kong hong-kong 4.4
## 88 Nepal nepal 4.4
## 89 Barbados barbados 4.3
## 90 Czechia czechia 4.3
## 91 Italy italy 4.3
## 92 Mexico mexico 4.3
## 93 Turkey turkey 4.3
## 94 Latvia latvia 4.2
## 95 Malaysia malaysia 4.2
## 96 Peru peru 4.2
## 97 Spain spain 4.2
## 98 Bulgaria bulgaria 4.1
## 99 Ecuador ecuador 4.1
## 100 Maldives maldives 4.1
## 101 Vietnam vietnam 4.1
## 102 Dominican Republic dominican-republic 4.0
## 103 Ghana ghana 4.0
## 104 Slovakia slovakia 4.0
## 105 Albania albania 3.9
## 106 Congo, Republic of the congo-republic-of-the 3.9
## 107 Croatia croatia 3.9
## 108 Egypt egypt 3.9
## 109 Lithuania lithuania 3.9
## 110 Seychelles seychelles 3.9
## 111 Georgia georgia 3.8
## 112 Cote d'Ivoire cote-divoire 3.7
## 113 Iran iran 3.7
## 114 Luxembourg luxembourg 3.7
## 115 Anguilla anguilla 3.6
## 116 Djibouti djibouti 3.6
## 117 Greece greece 3.6
## 118 Grenada grenada 3.6
## 119 Saint Lucia saint-lucia 3.6
## 120 Serbia serbia 3.6
## 121 Trinidad and Tobago trinidad-and-tobago 3.6
## 122 Zimbabwe zimbabwe 3.6
## 123 China china 3.5
## 124 Cook Islands cook-islands 3.5
## 125 India india 3.5
## 126 Niger niger 3.5
## 127 Paraguay paraguay 3.5
## 128 Turks and Caicos Islands turks-and-caicos-islands 3.5
## 129 El Salvador el-salvador 3.4
## 130 Ireland ireland 3.4
## 131 Mali mali 3.4
## 132 Nicaragua nicaragua 3.4
## 133 Rwanda rwanda 3.4
## 134 San Marino san-marino 3.4
## 135 Antigua and Barbuda antigua-and-barbuda 3.3
## 136 Guatemala guatemala 3.3
## 137 Romania romania 3.3
## 138 Afghanistan afghanistan 3.2
## 139 Andorra andorra 3.2
## 140 Japan japan 3.2
## 141 Philippines philippines 3.2
## 142 Qatar qatar 3.2
## 143 Cameroon cameroon 3.1
## 144 Macau macau 3.1
## 145 Panama panama 3.1
## 146 Tanzania tanzania 3.1
## 147 Turkmenistan turkmenistan 3.1
## 148 United Arab Emirates united-arab-emirates 3.1
## 149 Benin benin 3.0
## 150 Jordan jordan 3.0
## 151 Thailand thailand 3.0
## 152 Uganda uganda 3.0
## 153 British Virgin Islands british-virgin-islands 2.9
## 154 Gambia, The gambia-the 2.9
## 155 Guinea-Bissau guinea-bissau 2.9
## 156 Kazakhstan kazakhstan 2.9
## 157 Laos laos 2.9
## 158 Madagascar madagascar 2.9
## 159 Malawi malawi 2.9
## 160 Gabon gabon 2.8
## 161 Indonesia indonesia 2.8
## 162 Armenia armenia 2.7
## 163 Azerbaijan azerbaijan 2.7
## 164 Lebanon lebanon 2.6
## 165 Liechtenstein liechtenstein 2.6
## 166 Saint Kitts and Nevis saint-kitts-and-nevis 2.6
## 167 Bahamas, The bahamas-the 2.5
## 168 Comoros comoros 2.5
## 169 Pakistan pakistan 2.5
## 170 Singapore singapore 2.5
## 171 Chad chad 2.4
## 172 Bahrain bahrain 2.3
## 173 Liberia liberia 2.3
## 174 Vanuatu vanuatu 2.3
## 175 Cambodia cambodia 2.2
## 176 Guinea guinea 2.2
## 177 Sri Lanka sri-lanka 2.1
## 178 Burma burma 2.0
## 179 Mauritania mauritania 1.9
## 180 Papua New Guinea papua-new-guinea 1.9
## 181 Angola angola 1.8
## 182 Central African Republic central-african-republic 1.8
## 183 Haiti haiti 1.7
## 184 Congo, Democratic Republic of the congo-democratic-republic-of-the 1.5
## 185 South Sudan south-sudan 1.5
## 186 Bangladesh bangladesh 1.3
## 187 Bermuda bermuda 1.3
## 188 Venezuela venezuela 1.3
## 189 Monaco monaco 1.2
## date_of_information ranking region
## 1 2019 1 Australia - Oceania
## 2 2018 2 North America
## 3 2015 3 Australia - Oceania
## 4 2018 4 Australia - Oceania
## 5 2019 5 Australia - Oceania
## 6 2020 6 Africa
## 7 2020 7 Africa
## 8 2019 8 Central America
## 9 2017 9 Europe
## 10 2019 10 Australia - Oceania
## 11 2020 11 Central America
## 12 2017 12 Europe
## 13 2018 13 Europe
## 14 2018 14 Europe
## 15 2018 15 Europe
## 16 2020 16 Africa
## 17 2014 17 South America
## 18 2016 18 Africa
## 19 2019 19 South America
## 20 2018 20 South Asia
## 21 2019 21 Africa
## 22 2020 22 Africa
## 23 2018 23 East Asia/Southeast Asia
## 24 2020 24 Central America
## 25 2020 25 Middle East
## 26 2018 26 Europe
## 27 2018 27 Europe
## 28 2018 28 Middle East
## 29 2019 29 Africa
## 30 2019 30 Africa
## 31 2018 31 South America
## 32 2019 32 Europe
## 33 2014 33 Central America
## 34 2018 34 Australia - Oceania
## 35 2019 35 Africa
## 36 2019 36 Africa
## 37 2017 37 Europe
## 38 2018 38 Central America
## 39 2019 39 Central Asia
## 40 2016 40 Central America
## 41 2018 41 South America
## 42 2018 42 Europe
## 43 2020 43 Central America
## 44 2019 44 Central Asia
## 45 2018 45 Europe
## 46 2019 46 Middle East
## 47 2019 47 Europe
## 48 2011 48 North America
## 49 2020 49 Africa
## 50 2018 50 Middle East
## 51 2019 51 Africa
## 52 2018 52 Middle East
## 53 2018 53 Europe
## 54 2018 54 Europe
## 55 2018 55 Europe
## 56 2018 56 Australia - Oceania
## 57 2018 57 Africa
## 58 2018 58 Africa
## 59 2019 59 Australia - Oceania
## 60 2020 60 Africa
## 61 2020 61 Central Asia
## 62 2020 62 Europe
## 63 2020 63 Central America
## 64 2018 64 Europe
## 65 2019 65 Africa
## 66 2014 66 North America
## 67 2013 67 Central America
## 68 2019 68 Central America
## 69 2019 69 East Asia/Southeast Asia
## 70 2018 70 Europe
## 71 2018 71 Europe
## 72 2019 72 South America
## 73 2020 73 Australia - Oceania
## 74 2019 74 Africa
## 75 2017 75 Europe
## 76 2018 76 Europe
## 77 2018 77 Central Asia
## 78 2019 78 South America
## 79 2018 79 Europe
## 80 2020 80 Africa
## 81 2018 81 Europe
## 82 2019 82 South America
## 83 2018 83 South America
## 84 2018 84 East Asia/Southeast Asia
## 85 2019 85 Africa
## 86 2016 86 East Asia/Southeast Asia
## 87 2020 87 East Asia/Southeast Asia
## 88 2018 88 South Asia
## 89 2020 89 Central America
## 90 2018 90 Europe
## 91 2018 91 Europe
## 92 2018 92 North America
## 93 2018 93 Middle East
## 94 2018 94 Europe
## 95 2019 95 East Asia/Southeast Asia
## 96 2020 96 South America
## 97 2018 97 Europe
## 98 2017 98 Europe
## 99 2020 99 South America
## 100 2019 100 South Asia
## 101 2019 101 East Asia/Southeast Asia
## 102 2019 102 Central America
## 103 2018 103 Africa
## 104 2018 104 Europe
## 105 2019 105 Europe
## 106 2019 106 Africa
## 107 2017 107 Europe
## 108 2015 108 Africa
## 109 2018 109 Europe
## 110 2019 110 Africa
## 111 2020 111 Middle East
## 112 2019 112 Africa
## 113 2019 113 Middle East
## 114 2018 114 Europe
## 115 2018 115 Central America
## 116 2018 116 Africa
## 117 2018 117 Europe
## 118 2018 118 Central America
## 119 2020 119 Central America
## 120 2019 120 Europe
## 121 2019 121 Central America
## 122 2018 122 Africa
## 123 2018 123 East Asia/Southeast Asia
## 124 2019 124 Australia - Oceania
## 125 2016 125 South Asia
## 126 2019 126 Africa
## 127 2019 127 South America
## 128 2019 128 Central America
## 129 2019 129 Central America
## 130 2018 130 Europe
## 131 2019 131 Africa
## 132 2019 132 Central America
## 133 2020 133 Africa
## 134 2019 134 Europe
## 135 2020 135 Central America
## 136 2020 136 Central America
## 137 2018 137 Europe
## 138 2019 138 South Asia
## 139 2019 139 Europe
## 140 2017 140 East Asia/Southeast Asia
## 141 2019 141 East Asia/Southeast Asia
## 142 2020 142 Middle East
## 143 2019 143 Africa
## 144 2019 144 East Asia/Southeast Asia
## 145 2019 145 Central America
## 146 2020 146 Africa
## 147 2019 147 Central Asia
## 148 2019 148 Middle East
## 149 2019 149 Africa
## 150 2019 150 Middle East
## 151 2019 151 East Asia/Southeast Asia
## 152 2020 152 Africa
## 153 2019 153 Central America
## 154 2019 154 Africa
## 155 2019 155 Africa
## 156 2019 156 Central Asia
## 157 2014 157 East Asia/Southeast Asia
## 158 2019 158 Africa
## 159 2020 159 Africa
## 160 2019 160 Africa
## 161 2019 161 East Asia/Southeast Asia
## 162 2020 162 Middle East
## 163 2019 163 Middle East
## 164 2019 164 Middle East
## 165 2011 165 Europe
## 166 2015 166 Central America
## 167 2020 167 Central America
## 168 2015 168 Africa
## 169 2019 169 South Asia
## 170 2020 170 East Asia/Southeast Asia
## 171 2019 171 Africa
## 172 2017 172 Middle East
## 173 2020 173 Africa
## 174 2020 174 Australia - Oceania
## 175 2018 175 East Asia/Southeast Asia
## 176 2020 176 Africa
## 177 2018 177 South Asia
## 178 2019 178 East Asia/Southeast Asia
## 179 2020 179 Africa
## 180 2018 180 East Asia/Southeast Asia
## 181 2019 181 Africa
## 182 2019 182 Africa
## 183 2018 183 Central America
## 184 2017 184 Africa
## 185 2016 185 Africa
## 186 2019 186 South Asia
## 187 2017 187 North America
## 188 2017 188 South America
## 189 2019 189 EuropeData 6: current health expenditure
github_6="https://github.com/rafa0303/Examen-Final/blob/main/Current%20health%20expenditure.xls?raw=true"
data6=import(github_6)## New names:
## * `` -> ...3
## * `` -> ...4
## * `` -> ...5
## * `` -> ...6
## * `` -> ...7
## * ...data.frame(data6)## Data.Source
## 1 Last Updated Date
## 2 <NA>
## 3 Country Name
## 4 Aruba
## 5 Africa Eastern and Southern
## 6 Afghanistan
## 7 Africa Western and Central
## 8 Angola
## 9 Albania
## 10 Andorra
## 11 Arab World
## 12 United Arab Emirates
## 13 Argentina
## 14 Armenia
## 15 American Samoa
## 16 Antigua and Barbuda
## 17 Australia
## 18 Austria
## 19 Azerbaijan
## 20 Burundi
## 21 Belgium
## 22 Benin
## 23 Burkina Faso
## 24 Bangladesh
## 25 Bulgaria
## 26 Bahrain
## 27 Bahamas, The
## 28 Bosnia and Herzegovina
## 29 Belarus
## 30 Belize
## 31 Bermuda
## 32 Bolivia
## 33 Brazil
## 34 Barbados
## 35 Brunei Darussalam
## 36 Bhutan
## 37 Botswana
## 38 Central African Republic
## 39 Canada
## 40 Central Europe and the Baltics
## 41 Switzerland
## 42 Channel Islands
## 43 Chile
## 44 China
## 45 Cote d'Ivoire
## 46 Cameroon
## 47 Congo, Dem. Rep.
## 48 Congo, Rep.
## 49 Colombia
## 50 Comoros
## 51 Cabo Verde
## 52 Costa Rica
## 53 Caribbean small states
## 54 Cuba
## 55 Curacao
## 56 Cayman Islands
## 57 Cyprus
## 58 Czech Republic
## 59 Germany
## 60 Djibouti
## 61 Dominica
## 62 Denmark
## 63 Dominican Republic
## 64 Algeria
## 65 East Asia & Pacific (excluding high income)
## 66 Early-demographic dividend
## 67 East Asia & Pacific
## 68 Europe & Central Asia (excluding high income)
## 69 Europe & Central Asia
## 70 Ecuador
## 71 Egypt, Arab Rep.
## 72 Euro area
## 73 Eritrea
## 74 Spain
## 75 Estonia
## 76 Ethiopia
## 77 European Union
## 78 Fragile and conflict affected situations
## 79 Finland
## 80 Fiji
## 81 France
## 82 Faroe Islands
## 83 Micronesia, Fed. Sts.
## 84 Gabon
## 85 United Kingdom
## 86 Georgia
## 87 Ghana
## 88 Gibraltar
## 89 Guinea
## 90 Gambia, The
## 91 Guinea-Bissau
## 92 Equatorial Guinea
## 93 Greece
## 94 Grenada
## 95 Greenland
## 96 Guatemala
## 97 Guam
## 98 Guyana
## 99 High income
## 100 Hong Kong SAR, China
## 101 Honduras
## 102 Heavily indebted poor countries (HIPC)
## 103 Croatia
## 104 Haiti
## 105 Hungary
## 106 IBRD only
## 107 IDA & IBRD total
## 108 IDA total
## 109 IDA blend
## 110 Indonesia
## 111 IDA only
## 112 Isle of Man
## 113 India
## 114 Not classified
## 115 Ireland
## 116 Iran, Islamic Rep.
## 117 Iraq
## 118 Iceland
## 119 Israel
## 120 Italy
## 121 Jamaica
## 122 Jordan
## 123 Japan
## 124 Kazakhstan
## 125 Kenya
## 126 Kyrgyz Republic
## 127 Cambodia
## 128 Kiribati
## 129 St. Kitts and Nevis
## 130 Korea, Rep.
## 131 Kuwait
## 132 Latin America & Caribbean (excluding high income)
## 133 Lao PDR
## 134 Lebanon
## 135 Liberia
## 136 Libya
## 137 St. Lucia
## 138 Latin America & Caribbean
## 139 Least developed countries: UN classification
## 140 Low income
## 141 Liechtenstein
## 142 Sri Lanka
## 143 Lower middle income
## 144 Low & middle income
## 145 Lesotho
## 146 Late-demographic dividend
## 147 Lithuania
## 148 Luxembourg
## 149 Latvia
## 150 Macao SAR, China
## 151 St. Martin (French part)
## 152 Morocco
## 153 Monaco
## 154 Moldova
## 155 Madagascar
## 156 Maldives
## 157 Middle East & North Africa
## 158 Mexico
## 159 Marshall Islands
## 160 Middle income
## 161 North Macedonia
## 162 Mali
## 163 Malta
## 164 Myanmar
## 165 Middle East & North Africa (excluding high income)
## 166 Montenegro
## 167 Mongolia
## 168 Northern Mariana Islands
## 169 Mozambique
## 170 Mauritania
## 171 Mauritius
## 172 Malawi
## 173 Malaysia
## 174 North America
## 175 Namibia
## 176 New Caledonia
## 177 Niger
## 178 Nigeria
## 179 Nicaragua
## 180 Netherlands
## 181 Norway
## 182 Nepal
## 183 Nauru
## 184 New Zealand
## 185 OECD members
## 186 Oman
## 187 Other small states
## 188 Pakistan
## 189 Panama
## 190 Peru
## 191 Philippines
## 192 Palau
## 193 Papua New Guinea
## 194 Poland
## 195 Pre-demographic dividend
## 196 Puerto Rico
## 197 Korea, Dem. People's Rep.
## 198 Portugal
## 199 Paraguay
## 200 West Bank and Gaza
## 201 Pacific island small states
## 202 Post-demographic dividend
## 203 French Polynesia
## 204 Qatar
## 205 Romania
## 206 Russian Federation
## 207 Rwanda
## 208 South Asia
## 209 Saudi Arabia
## 210 Sudan
## 211 Senegal
## 212 Singapore
## 213 Solomon Islands
## 214 Sierra Leone
## 215 El Salvador
## 216 San Marino
## 217 Somalia
## 218 Serbia
## 219 Sub-Saharan Africa (excluding high income)
## 220 South Sudan
## 221 Sub-Saharan Africa
## 222 Small states
## 223 Sao Tome and Principe
## 224 Suriname
## 225 Slovak Republic
## 226 Slovenia
## 227 Sweden
## 228 Eswatini
## 229 Sint Maarten (Dutch part)
## 230 Seychelles
## 231 Syrian Arab Republic
## 232 Turks and Caicos Islands
## 233 Chad
## 234 East Asia & Pacific (IDA & IBRD countries)
## 235 Europe & Central Asia (IDA & IBRD countries)
## 236 Togo
## 237 Thailand
## 238 Tajikistan
## 239 Turkmenistan
## 240 Latin America & the Caribbean (IDA & IBRD countries)
## 241 Timor-Leste
## 242 Middle East & North Africa (IDA & IBRD countries)
## 243 Tonga
## 244 South Asia (IDA & IBRD)
## 245 Sub-Saharan Africa (IDA & IBRD countries)
## 246 Trinidad and Tobago
## 247 Tunisia
## 248 Turkey
## 249 Tuvalu
## 250 Tanzania
## 251 Uganda
## 252 Ukraine
## 253 Upper middle income
## 254 Uruguay
## 255 United States
## 256 Uzbekistan
## 257 St. Vincent and the Grenadines
## 258 Venezuela, RB
## 259 British Virgin Islands
## 260 Virgin Islands (U.S.)
## 261 Vietnam
## 262 Vanuatu
## 263 World
## 264 Samoa
## 265 Kosovo
## 266 Yemen, Rep.
## 267 South Africa
## 268 Zambia
## 269 Zimbabwe
## World.Development.Indicators ...3
## 1 44523 <NA>
## 2 <NA> <NA>
## 3 Country Code Indicator Name
## 4 ABW Current health expenditure (% of GDP)
## 5 AFE Current health expenditure (% of GDP)
## 6 AFG Current health expenditure (% of GDP)
## 7 AFW Current health expenditure (% of GDP)
## 8 AGO Current health expenditure (% of GDP)
## 9 ALB Current health expenditure (% of GDP)
## 10 AND Current health expenditure (% of GDP)
## 11 ARB Current health expenditure (% of GDP)
## 12 ARE Current health expenditure (% of GDP)
## 13 ARG Current health expenditure (% of GDP)
## 14 ARM Current health expenditure (% of GDP)
## 15 ASM Current health expenditure (% of GDP)
## 16 ATG Current health expenditure (% of GDP)
## 17 AUS Current health expenditure (% of GDP)
## 18 AUT Current health expenditure (% of GDP)
## 19 AZE Current health expenditure (% of GDP)
## 20 BDI Current health expenditure (% of GDP)
## 21 BEL Current health expenditure (% of GDP)
## 22 BEN Current health expenditure (% of GDP)
## 23 BFA Current health expenditure (% of GDP)
## 24 BGD Current health expenditure (% of GDP)
## 25 BGR Current health expenditure (% of GDP)
## 26 BHR Current health expenditure (% of GDP)
## 27 BHS Current health expenditure (% of GDP)
## 28 BIH Current health expenditure (% of GDP)
## 29 BLR Current health expenditure (% of GDP)
## 30 BLZ Current health expenditure (% of GDP)
## 31 BMU Current health expenditure (% of GDP)
## 32 BOL Current health expenditure (% of GDP)
## 33 BRA Current health expenditure (% of GDP)
## 34 BRB Current health expenditure (% of GDP)
## 35 BRN Current health expenditure (% of GDP)
## 36 BTN Current health expenditure (% of GDP)
## 37 BWA Current health expenditure (% of GDP)
## 38 CAF Current health expenditure (% of GDP)
## 39 CAN Current health expenditure (% of GDP)
## 40 CEB Current health expenditure (% of GDP)
## 41 CHE Current health expenditure (% of GDP)
## 42 CHI Current health expenditure (% of GDP)
## 43 CHL Current health expenditure (% of GDP)
## 44 CHN Current health expenditure (% of GDP)
## 45 CIV Current health expenditure (% of GDP)
## 46 CMR Current health expenditure (% of GDP)
## 47 COD Current health expenditure (% of GDP)
## 48 COG Current health expenditure (% of GDP)
## 49 COL Current health expenditure (% of GDP)
## 50 COM Current health expenditure (% of GDP)
## 51 CPV Current health expenditure (% of GDP)
## 52 CRI Current health expenditure (% of GDP)
## 53 CSS Current health expenditure (% of GDP)
## 54 CUB Current health expenditure (% of GDP)
## 55 CUW Current health expenditure (% of GDP)
## 56 CYM Current health expenditure (% of GDP)
## 57 CYP Current health expenditure (% of GDP)
## 58 CZE Current health expenditure (% of GDP)
## 59 DEU Current health expenditure (% of GDP)
## 60 DJI Current health expenditure (% of GDP)
## 61 DMA Current health expenditure (% of GDP)
## 62 DNK Current health expenditure (% of GDP)
## 63 DOM Current health expenditure (% of GDP)
## 64 DZA Current health expenditure (% of GDP)
## 65 EAP Current health expenditure (% of GDP)
## 66 EAR Current health expenditure (% of GDP)
## 67 EAS Current health expenditure (% of GDP)
## 68 ECA Current health expenditure (% of GDP)
## 69 ECS Current health expenditure (% of GDP)
## 70 ECU Current health expenditure (% of GDP)
## 71 EGY Current health expenditure (% of GDP)
## 72 EMU Current health expenditure (% of GDP)
## 73 ERI Current health expenditure (% of GDP)
## 74 ESP Current health expenditure (% of GDP)
## 75 EST Current health expenditure (% of GDP)
## 76 ETH Current health expenditure (% of GDP)
## 77 EUU Current health expenditure (% of GDP)
## 78 FCS Current health expenditure (% of GDP)
## 79 FIN Current health expenditure (% of GDP)
## 80 FJI Current health expenditure (% of GDP)
## 81 FRA Current health expenditure (% of GDP)
## 82 FRO Current health expenditure (% of GDP)
## 83 FSM Current health expenditure (% of GDP)
## 84 GAB Current health expenditure (% of GDP)
## 85 GBR Current health expenditure (% of GDP)
## 86 GEO Current health expenditure (% of GDP)
## 87 GHA Current health expenditure (% of GDP)
## 88 GIB Current health expenditure (% of GDP)
## 89 GIN Current health expenditure (% of GDP)
## 90 GMB Current health expenditure (% of GDP)
## 91 GNB Current health expenditure (% of GDP)
## 92 GNQ Current health expenditure (% of GDP)
## 93 GRC Current health expenditure (% of GDP)
## 94 GRD Current health expenditure (% of GDP)
## 95 GRL Current health expenditure (% of GDP)
## 96 GTM Current health expenditure (% of GDP)
## 97 GUM Current health expenditure (% of GDP)
## 98 GUY Current health expenditure (% of GDP)
## 99 HIC Current health expenditure (% of GDP)
## 100 HKG Current health expenditure (% of GDP)
## 101 HND Current health expenditure (% of GDP)
## 102 HPC Current health expenditure (% of GDP)
## 103 HRV Current health expenditure (% of GDP)
## 104 HTI Current health expenditure (% of GDP)
## 105 HUN Current health expenditure (% of GDP)
## 106 IBD Current health expenditure (% of GDP)
## 107 IBT Current health expenditure (% of GDP)
## 108 IDA Current health expenditure (% of GDP)
## 109 IDB Current health expenditure (% of GDP)
## 110 IDN Current health expenditure (% of GDP)
## 111 IDX Current health expenditure (% of GDP)
## 112 IMN Current health expenditure (% of GDP)
## 113 IND Current health expenditure (% of GDP)
## 114 INX Current health expenditure (% of GDP)
## 115 IRL Current health expenditure (% of GDP)
## 116 IRN Current health expenditure (% of GDP)
## 117 IRQ Current health expenditure (% of GDP)
## 118 ISL Current health expenditure (% of GDP)
## 119 ISR Current health expenditure (% of GDP)
## 120 ITA Current health expenditure (% of GDP)
## 121 JAM Current health expenditure (% of GDP)
## 122 JOR Current health expenditure (% of GDP)
## 123 JPN Current health expenditure (% of GDP)
## 124 KAZ Current health expenditure (% of GDP)
## 125 KEN Current health expenditure (% of GDP)
## 126 KGZ Current health expenditure (% of GDP)
## 127 KHM Current health expenditure (% of GDP)
## 128 KIR Current health expenditure (% of GDP)
## 129 KNA Current health expenditure (% of GDP)
## 130 KOR Current health expenditure (% of GDP)
## 131 KWT Current health expenditure (% of GDP)
## 132 LAC Current health expenditure (% of GDP)
## 133 LAO Current health expenditure (% of GDP)
## 134 LBN Current health expenditure (% of GDP)
## 135 LBR Current health expenditure (% of GDP)
## 136 LBY Current health expenditure (% of GDP)
## 137 LCA Current health expenditure (% of GDP)
## 138 LCN Current health expenditure (% of GDP)
## 139 LDC Current health expenditure (% of GDP)
## 140 LIC Current health expenditure (% of GDP)
## 141 LIE Current health expenditure (% of GDP)
## 142 LKA Current health expenditure (% of GDP)
## 143 LMC Current health expenditure (% of GDP)
## 144 LMY Current health expenditure (% of GDP)
## 145 LSO Current health expenditure (% of GDP)
## 146 LTE Current health expenditure (% of GDP)
## 147 LTU Current health expenditure (% of GDP)
## 148 LUX Current health expenditure (% of GDP)
## 149 LVA Current health expenditure (% of GDP)
## 150 MAC Current health expenditure (% of GDP)
## 151 MAF Current health expenditure (% of GDP)
## 152 MAR Current health expenditure (% of GDP)
## 153 MCO Current health expenditure (% of GDP)
## 154 MDA Current health expenditure (% of GDP)
## 155 MDG Current health expenditure (% of GDP)
## 156 MDV Current health expenditure (% of GDP)
## 157 MEA Current health expenditure (% of GDP)
## 158 MEX Current health expenditure (% of GDP)
## 159 MHL Current health expenditure (% of GDP)
## 160 MIC Current health expenditure (% of GDP)
## 161 MKD Current health expenditure (% of GDP)
## 162 MLI Current health expenditure (% of GDP)
## 163 MLT Current health expenditure (% of GDP)
## 164 MMR Current health expenditure (% of GDP)
## 165 MNA Current health expenditure (% of GDP)
## 166 MNE Current health expenditure (% of GDP)
## 167 MNG Current health expenditure (% of GDP)
## 168 MNP Current health expenditure (% of GDP)
## 169 MOZ Current health expenditure (% of GDP)
## 170 MRT Current health expenditure (% of GDP)
## 171 MUS Current health expenditure (% of GDP)
## 172 MWI Current health expenditure (% of GDP)
## 173 MYS Current health expenditure (% of GDP)
## 174 NAC Current health expenditure (% of GDP)
## 175 NAM Current health expenditure (% of GDP)
## 176 NCL Current health expenditure (% of GDP)
## 177 NER Current health expenditure (% of GDP)
## 178 NGA Current health expenditure (% of GDP)
## 179 NIC Current health expenditure (% of GDP)
## 180 NLD Current health expenditure (% of GDP)
## 181 NOR Current health expenditure (% of GDP)
## 182 NPL Current health expenditure (% of GDP)
## 183 NRU Current health expenditure (% of GDP)
## 184 NZL Current health expenditure (% of GDP)
## 185 OED Current health expenditure (% of GDP)
## 186 OMN Current health expenditure (% of GDP)
## 187 OSS Current health expenditure (% of GDP)
## 188 PAK Current health expenditure (% of GDP)
## 189 PAN Current health expenditure (% of GDP)
## 190 PER Current health expenditure (% of GDP)
## 191 PHL Current health expenditure (% of GDP)
## 192 PLW Current health expenditure (% of GDP)
## 193 PNG Current health expenditure (% of GDP)
## 194 POL Current health expenditure (% of GDP)
## 195 PRE Current health expenditure (% of GDP)
## 196 PRI Current health expenditure (% of GDP)
## 197 PRK Current health expenditure (% of GDP)
## 198 PRT Current health expenditure (% of GDP)
## 199 PRY Current health expenditure (% of GDP)
## 200 PSE Current health expenditure (% of GDP)
## 201 PSS Current health expenditure (% of GDP)
## 202 PST Current health expenditure (% of GDP)
## 203 PYF Current health expenditure (% of GDP)
## 204 QAT Current health expenditure (% of GDP)
## 205 ROU Current health expenditure (% of GDP)
## 206 RUS Current health expenditure (% of GDP)
## 207 RWA Current health expenditure (% of GDP)
## 208 SAS Current health expenditure (% of GDP)
## 209 SAU Current health expenditure (% of GDP)
## 210 SDN Current health expenditure (% of GDP)
## 211 SEN Current health expenditure (% of GDP)
## 212 SGP Current health expenditure (% of GDP)
## 213 SLB Current health expenditure (% of GDP)
## 214 SLE Current health expenditure (% of GDP)
## 215 SLV Current health expenditure (% of GDP)
## 216 SMR Current health expenditure (% of GDP)
## 217 SOM Current health expenditure (% of GDP)
## 218 SRB Current health expenditure (% of GDP)
## 219 SSA Current health expenditure (% of GDP)
## 220 SSD Current health expenditure (% of GDP)
## 221 SSF Current health expenditure (% of GDP)
## 222 SST Current health expenditure (% of GDP)
## 223 STP Current health expenditure (% of GDP)
## 224 SUR Current health expenditure (% of GDP)
## 225 SVK Current health expenditure (% of GDP)
## 226 SVN Current health expenditure (% of GDP)
## 227 SWE Current health expenditure (% of GDP)
## 228 SWZ Current health expenditure (% of GDP)
## 229 SXM Current health expenditure (% of GDP)
## 230 SYC Current health expenditure (% of GDP)
## 231 SYR Current health expenditure (% of GDP)
## 232 TCA Current health expenditure (% of GDP)
## 233 TCD Current health expenditure (% of GDP)
## 234 TEA Current health expenditure (% of GDP)
## 235 TEC Current health expenditure (% of GDP)
## 236 TGO Current health expenditure (% of GDP)
## 237 THA Current health expenditure (% of GDP)
## 238 TJK Current health expenditure (% of GDP)
## 239 TKM Current health expenditure (% of GDP)
## 240 TLA Current health expenditure (% of GDP)
## 241 TLS Current health expenditure (% of GDP)
## 242 TMN Current health expenditure (% of GDP)
## 243 TON Current health expenditure (% of GDP)
## 244 TSA Current health expenditure (% of GDP)
## 245 TSS Current health expenditure (% of GDP)
## 246 TTO Current health expenditure (% of GDP)
## 247 TUN Current health expenditure (% of GDP)
## 248 TUR Current health expenditure (% of GDP)
## 249 TUV Current health expenditure (% of GDP)
## 250 TZA Current health expenditure (% of GDP)
## 251 UGA Current health expenditure (% of GDP)
## 252 UKR Current health expenditure (% of GDP)
## 253 UMC Current health expenditure (% of GDP)
## 254 URY Current health expenditure (% of GDP)
## 255 USA Current health expenditure (% of GDP)
## 256 UZB Current health expenditure (% of GDP)
## 257 VCT Current health expenditure (% of GDP)
## 258 VEN Current health expenditure (% of GDP)
## 259 VGB Current health expenditure (% of GDP)
## 260 VIR Current health expenditure (% of GDP)
## 261 VNM Current health expenditure (% of GDP)
## 262 VUT Current health expenditure (% of GDP)
## 263 WLD Current health expenditure (% of GDP)
## 264 WSM Current health expenditure (% of GDP)
## 265 XKX Current health expenditure (% of GDP)
## 266 YEM Current health expenditure (% of GDP)
## 267 ZAF Current health expenditure (% of GDP)
## 268 ZMB Current health expenditure (% of GDP)
## 269 ZWE Current health expenditure (% of GDP)
## ...4 ...5 ...6 ...7 ...8 ...9 ...10 ...11 ...12 ...13 ...14
## 1 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 2 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 3 Indicator Code 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969
## 4 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 5 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 6 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 7 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 8 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 9 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 10 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 11 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 12 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 13 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 14 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 15 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 16 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 17 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 18 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 19 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 20 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 21 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 22 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 23 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 24 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 25 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 26 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 27 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 28 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 29 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 30 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 31 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 32 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 33 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 34 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 35 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 36 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 37 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 38 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 39 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 40 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 41 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 42 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 43 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 44 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 45 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 46 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 47 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 48 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 49 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 50 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 51 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 52 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 53 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 54 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 55 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 56 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 57 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 58 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 59 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 60 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 61 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 62 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 63 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 64 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 65 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 66 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 67 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 68 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 69 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 70 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 71 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 72 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 73 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 74 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 75 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 76 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 77 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 78 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 79 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 80 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 81 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 82 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 83 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 84 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 85 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 86 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 87 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 88 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 89 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 90 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 91 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 92 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 93 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 94 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 95 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 96 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 97 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 98 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 99 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 100 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 101 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 102 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 103 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 104 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 105 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 106 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 107 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 108 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 109 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 110 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 111 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 112 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 113 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 114 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 115 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 116 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 117 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 118 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 119 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 120 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 121 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 122 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 123 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 124 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 125 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 126 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 127 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 128 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 129 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 130 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 131 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 132 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 133 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 134 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 135 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 136 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 137 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 138 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 139 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 140 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 141 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 142 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 143 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 144 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 145 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 146 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 147 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 148 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 149 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 150 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 151 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 152 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 153 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 154 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 155 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 156 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 157 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 158 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 159 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 160 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 161 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 162 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 163 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 164 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 165 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 166 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 167 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 168 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 169 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 170 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 171 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 172 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 173 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 174 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 175 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 176 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 177 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 178 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 179 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 180 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 181 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 182 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 183 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 184 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 185 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 186 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 187 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 188 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 189 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 190 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 191 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 192 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 193 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 194 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 195 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 196 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 197 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 198 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 199 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 200 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 201 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 202 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 203 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 204 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 205 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 206 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 207 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 208 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 209 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 210 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 211 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 212 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 213 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 214 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 215 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 216 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 217 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 218 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 219 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 220 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 221 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 222 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 223 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 224 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 225 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 226 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 227 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 228 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 229 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 230 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 231 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 232 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 233 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 234 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 235 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 236 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 237 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 238 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 239 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 240 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 241 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 242 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 243 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 244 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 245 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 246 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 247 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 248 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 249 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 250 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 251 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 252 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 253 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 254 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 255 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 256 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 257 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 258 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 259 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 260 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 261 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 262 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 263 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 264 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 265 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 266 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 267 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 268 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 269 SH.XPD.CHEX.GD.ZS <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## ...15 ...16 ...17 ...18 ...19 ...20 ...21 ...22 ...23 ...24 ...25 ...26
## 1 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 2 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 3 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981
## 4 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 5 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 6 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 7 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 8 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 9 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 10 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 11 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 12 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 13 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 14 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 15 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 16 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 17 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 18 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 19 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 20 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 21 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 22 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 23 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 24 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 25 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 26 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 27 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 28 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 29 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 30 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 31 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 32 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 33 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 34 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 35 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 36 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 37 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 38 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 39 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 40 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 41 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 42 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 43 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 44 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 45 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 46 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 47 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 48 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 49 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 50 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 51 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 52 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 53 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 54 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 55 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 56 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 57 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 58 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 59 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 60 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 61 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 62 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 63 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 64 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 65 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 66 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 67 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 68 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 69 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 70 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 71 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 72 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 123 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 130 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 131 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 135 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 136 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 137 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 138 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 139 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 140 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 141 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 142 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 143 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 144 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 145 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 146 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 149 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 150 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 151 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 152 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 153 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 154 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 155 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 156 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 158 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 159 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 160 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 261 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 262 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 263 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 265 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 266 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 267 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 268 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 269 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## ...27 ...28 ...29 ...30 ...31 ...32 ...33 ...34 ...35 ...36 ...37 ...38
## 1 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 2 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 3 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993
## 4 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 5 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 206 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 207 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 250 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 256 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 257 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 258 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 259 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 260 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 261 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 262 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 263 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 264 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## 266 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 267 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 268 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 269 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## ...39 ...40 ...41 ...42 ...43 ...44 ...45 ...46
## 1 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 2 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 3 1994 1995 1996 1997 1998 1999 2000 2001
## 4 <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
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## ...47 ...48 ...49 ...50
## 1 <NA> <NA> <NA> <NA>
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## 48 1.8762667200000001 2.11587858 2.1055464700000002 1.8758720200000001
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## ...51 ...52 ...53 ...54
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## 161 6.5828895599999999 <NA> <NA>
## 162 3.8849268000000001 <NA> <NA>
## 163 8.9645452500000005 <NA> <NA>
## 164 4.7912554700000003 <NA> <NA>
## 165 6.2707445862692897 <NA> <NA>
## 166 8.4230423000000005 <NA> <NA>
## 167 3.7878937700000002 <NA> <NA>
## 168 <NA> <NA> <NA>
## 169 8.1743011499999998 <NA> <NA>
## 170 4.5803909300000001 <NA> <NA>
## 171 5.8262438799999998 <NA> <NA>
## 172 9.3342361500000006 <NA> <NA>
## 173 3.7562994999999999 <NA> <NA>
## 174 16.415407244552188 <NA> <NA>
## 175 7.95077181 <NA> <NA>
## 176 <NA> <NA> <NA>
## 177 7.3338017500000001 <NA> <NA>
## 178 3.8899078399999998 <NA> <NA>
## 179 8.5645370500000002 <NA> <NA>
## 180 9.9745864900000001 <NA> <NA>
## 181 10.0493927 <NA> <NA>
## 182 5.8408341400000001 <NA> <NA>
## 183 9.5781001999999997 <NA> <NA>
## 184 9.2103462199999999 <NA> <NA>
## 185 12.450804890185484 <NA> <NA>
## 186 4.1317143400000003 <NA> <NA>
## 187 4.4887848770015939 <NA> <NA>
## 188 3.20193386 <NA> <NA>
## 189 7.2658462500000001 <NA> <NA>
## 190 5.23800182 <NA> <NA>
## 191 4.4006066300000004 <NA> <NA>
## 192 10.86687088 <NA> <NA>
## 193 2.3670611400000001 <NA> <NA>
## 194 6.33085012 <NA> <NA>
## 195 4.256801235049088 <NA> <NA>
## 196 <NA> <NA> <NA>
## 197 <NA> <NA> <NA>
## 198 9.4078350099999994 <NA> <NA>
## 199 6.6545114500000002 <NA> <NA>
## 200 <NA> <NA> <NA>
## 201 4.9203331972091204 <NA> <NA>
## 202 12.884163200402959 <NA> <NA>
## 203 <NA> <NA> <NA>
## 204 2.4948048599999999 <NA> <NA>
## 205 5.5566058199999997 <NA> <NA>
## 206 5.3159003299999998 <NA> <NA>
## 207 7.5426869400000003 <NA> <NA>
## 208 3.4846739383033922 <NA> <NA>
## 209 6.3615364999999997 <NA> <NA>
## 210 4.5130448300000001 <NA> <NA>
## 211 3.9779965900000001 <NA> <NA>
## 212 4.46444654 <NA> <NA>
## 213 4.4744310399999998 <NA> <NA>
## 214 16.06307983 <NA> <NA>
## 215 7.1094036100000002 <NA> <NA>
## 216 7.1442170100000002 <NA> <NA>
## 217 <NA> <NA> <NA>
## 218 8.53899002 <NA> <NA>
## 219 5.0940184375567812 <NA> <NA>
## 220 6.4003796599999996 <NA> <NA>
## 221 5.0940336462531333 <NA> <NA>
## 222 4.7661836953405974 <NA> <NA>
## 223 6.2664599399999998 <NA> <NA>
## 224 7.9694719300000001 <NA> <NA>
## 225 6.6863956499999997 <NA> <NA>
## 226 8.2989101400000003 <NA> <NA>
## 227 10.898501400000001 <NA> <NA>
## 228 6.54034519 <NA> <NA>
## 229 <NA> <NA> <NA>
## 230 5.1103649100000004 <NA> <NA>
## 231 <NA> <NA> <NA>
## 232 <NA> <NA> <NA>
## 233 4.0988025700000001 <NA> <NA>
## 234 5.0905143131720028 <NA> <NA>
## 235 5.3709867189989851 <NA> <NA>
## 236 6.1653208700000004 <NA> <NA>
## 237 3.7930390799999998 <NA> <NA>
## 238 7.2394805 <NA> <NA>
## 239 6.6054062800000004 <NA> <NA>
## 240 7.9097672385981994 <NA> <NA>
## 241 4.32635784 <NA> <NA>
## 242 6.2707445862692897 <NA> <NA>
## 243 5.0965762100000003 <NA> <NA>
## 244 3.4846739383033909 <NA> <NA>
## 245 5.0940336462531333 <NA> <NA>
## 246 6.9318294500000004 <NA> <NA>
## 247 7.2920956600000002 <NA> <NA>
## 248 4.1241407399999996 <NA> <NA>
## 249 19.04735947 <NA> <NA>
## 250 3.6286804699999999 <NA> <NA>
## 251 6.5262355799999998 <NA> <NA>
## 252 7.7239165300000003 <NA> <NA>
## 253 5.8197212015975195 <NA> <NA>
## 254 9.2026996600000004 <NA> <NA>
## 255 16.885297779999998 <NA> <NA>
## 256 5.2914905499999998 <NA> <NA>
## 257 4.4717845900000004 <NA> <NA>
## 258 3.5626902600000001 <NA> <NA>
## 259 <NA> <NA> <NA>
## 260 <NA> <NA> <NA>
## 261 5.9178967499999997 <NA> <NA>
## 262 3.37372637 <NA> <NA>
## 263 9.8583690940932698 <NA> <NA>
## 264 5.2126269299999999 <NA> <NA>
## 265 <NA> <NA> <NA>
## 266 <NA> <NA> <NA>
## 267 8.2534208299999996 <NA> <NA>
## 268 4.9348430600000004 <NA> <NA>
## 269 4.7343311300000002 <NA> <NA>Data 7: Infant mortality rate
github_7="https://raw.githubusercontent.com/rafa0303/Examen-Final/main/infant%20mortality%20rate.csv"
data7=import(github_7)
data.frame(data7)## name
## 1 Afghanistan
## 2 Somalia
## 3 Central African Republic
## 4 Niger
## 5 Chad
## 6 Sierra Leone
## 7 Gambia, The
## 8 South Sudan
## 9 Equatorial Guinea
## 10 Mozambique
## 11 Congo, Democratic Republic of the
## 12 Mali
## 13 Angola
## 14 Nigeria
## 15 Comoros
## 16 Cote d'Ivoire
## 17 Benin
## 18 Pakistan
## 19 Mauritania
## 20 Guinea
## 21 Burkina Faso
## 22 Guinea-Bissau
## 23 Lesotho
## 24 Cameroon
## 25 Laos
## 26 Congo, Republic of the
## 27 Djibouti
## 28 Senegal
## 29 Yemen
## 30 Liberia
## 31 Cambodia
## 32 Sao Tome and Principe
## 33 Sudan
## 34 Togo
## 35 Eritrea
## 36 Haiti
## 37 Eswatini
## 38 Papua New Guinea
## 39 Madagascar
## 40 India
## 41 Bolivia
## 42 Burundi
## 43 Turkmenistan
## 44 Zambia
## 45 Bhutan
## 46 Kosovo
## 47 Ethiopia
## 48 Timor-Leste
## 49 Malawi
## 50 Burma
## 51 Kiribati
## 52 Ghana
## 53 Tajikistan
## 54 Tanzania
## 55 Uganda
## 56 Bangladesh
## 57 Namibia
## 58 Tuvalu
## 59 Gabon
## 60 Zimbabwe
## 61 Kenya
## 62 Rwanda
## 63 South Africa
## 64 Guatemala
## 65 Suriname
## 66 Maldives
## 67 Kyrgyzstan
## 68 Botswana
## 69 Nepal
## 70 Trinidad and Tobago
## 71 Azerbaijan
## 72 Cabo Verde
## 73 Paraguay
## 74 Guyana
## 75 Micronesia, Federated States of
## 76 Korea, North
## 77 Venezuela
## 78 Marshall Islands
## 79 Dominican Republic
## 80 Mongolia
## 81 Philippines
## 82 Solomon Islands
## 83 Algeria
## 84 Indonesia
## 85 Iraq
## 86 Turkey
## 87 Saint Helena, Ascension, and Tristan da Cunha
## 88 Kazakhstan
## 89 Nicaragua
## 90 Uzbekistan
## 91 Peru
## 92 Morocco
## 93 Samoa
## 94 Ecuador
## 95 Brazil
## 96 Egypt
## 97 Cook Islands
## 98 Syria
## 99 West Bank
## 100 Gaza Strip
## 101 Honduras
## 102 Georgia
## 103 Iran
## 104 Vietnam
## 105 Oman
## 106 Vanuatu
## 107 Antigua and Barbuda
## 108 British Virgin Islands
## 109 Jordan
## 110 Saint Vincent and the Grenadines
## 111 Bahamas, The
## 112 Colombia
## 113 Northern Mariana Islands
## 114 Tonga
## 115 Saudi Arabia
## 116 Armenia
## 117 Aruba
## 118 El Salvador
## 119 Saint Lucia
## 120 Tunisia
## 121 Turks and Caicos Islands
## 122 Moldova
## 123 Guam
## 124 Mexico
## 125 Dominica
## 126 Palau
## 127 Libya
## 128 Jamaica
## 129 Belize
## 130 Panama
## 131 China
## 132 Albania
## 133 Seychelles
## 134 Mauritius
## 135 Brunei
## 136 Montserrat
## 137 Bahrain
## 138 Fiji
## 139 American Samoa
## 140 Barbados
## 141 Grenada
## 142 Argentina
## 143 Romania
## 144 Croatia
## 145 Greenland
## 146 Cyprus
## 147 Costa Rica
## 148 Saint Kitts and Nevis
## 149 Uruguay
## 150 Sri Lanka
## 151 Saint Pierre and Miquelon
## 152 Sint Maarten
## 153 Bulgaria
## 154 Curacao
## 155 Nauru
## 156 Cayman Islands
## 157 Virgin Islands
## 158 Kuwait
## 159 Ukraine
## 160 Lebanon
## 161 Saint Barthelemy
## 162 Saint Martin
## 163 Malaysia
## 164 Qatar
## 165 Chile
## 166 San Marino
## 167 Thailand
## 168 Russia
## 169 Gibraltar
## 170 Puerto Rico
## 171 Faroe Islands
## 172 Serbia
## 173 Bosnia and Herzegovina
## 174 United Arab Emirates
## 175 United States
## 176 New Caledonia
## 177 Latvia
## 178 Slovakia
## 179 Hungary
## 180 Macau
## 181 Malta
## 182 French Polynesia
## 183 Canada
## 184 Isle of Man
## 185 United Kingdom
## 186 Poland
## 187 Cuba
## 188 Liechtenstein
## 189 Wallis and Futuna
## 190 Taiwan
## 191 Jersey
## 192 Lithuania
## 193 Switzerland
## 194 Israel
## 195 Greece
## 196 Ireland
## 197 Andorra
## 198 New Zealand
## 199 Estonia
## 200 Netherlands
## 201 Guernsey
## 202 Belarus
## 203 Luxembourg
## 204 Austria
## 205 Montenegro
## 206 Belgium
## 207 Germany
## 208 France
## 209 Italy
## 210 Spain
## 211 Anguilla
## 212 Denmark
## 213 Australia
## 214 Korea, South
## 215 Hong Kong
## 216 Portugal
## 217 Sweden
## 218 Czechia
## 219 Norway
## 220 Bermuda
## 221 Finland
## 222 Japan
## 223 Monaco
## 224 Iceland
## 225 Singapore
## 226 Slovenia
## slug value date_of_information
## 1 afghanistan 106.75 NA
## 2 somalia 88.03 NA
## 3 central-african-republic 84.22 NA
## 4 niger 68.12 NA
## 5 chad 67.02 NA
## 6 sierra-leone 65.34 NA
## 7 gambia-the 65.04 NA
## 8 south-sudan 64.77 NA
## 9 equatorial-guinea 63.25 NA
## 10 mozambique 63.03 NA
## 11 congo-democratic-republic-of-the 62.63 NA
## 12 mali 62.31 NA
## 13 angola 60.58 NA
## 14 nigeria 58.23 NA
## 15 comoros 58.21 NA
## 16 cote-divoire 57.36 NA
## 17 benin 57.23 NA
## 18 pakistan 55.26 NA
## 19 mauritania 52.05 NA
## 20 guinea 50.99 NA
## 21 burkina-faso 50.71 NA
## 22 guinea-bissau 50.44 NA
## 23 lesotho 50.23 NA
## 24 cameroon 50.09 NA
## 25 laos 49.48 NA
## 26 congo-republic-of-the 49.28 NA
## 27 djibouti 47.78 NA
## 28 senegal 47.72 NA
## 29 yemen 47.56 NA
## 30 liberia 45.98 NA
## 31 cambodia 45.62 NA
## 32 sao-tome-and-principe 45.30 NA
## 33 sudan 43.15 NA
## 34 togo 42.64 NA
## 35 eritrea 42.39 NA
## 36 haiti 41.29 NA
## 37 eswatini 41.20 NA
## 38 papua-new-guinea 40.33 NA
## 39 madagascar 39.82 NA
## 40 india 39.55 NA
## 41 bolivia 39.27 NA
## 42 burundi 38.96 NA
## 43 turkmenistan 38.54 NA
## 44 zambia 37.91 NA
## 45 bhutan 35.99 NA
## 46 kosovo 35.93 NA
## 47 ethiopia 34.62 NA
## 48 timor-leste 34.47 NA
## 49 malawi 34.19 NA
## 50 burma 33.71 NA
## 51 kiribati 33.66 NA
## 52 ghana 33.33 NA
## 53 tajikistan 33.05 NA
## 54 tanzania 31.51 NA
## 55 uganda 31.49 NA
## 56 bangladesh 31.13 NA
## 57 namibia 30.38 NA
## 58 tuvalu 29.52 NA
## 59 gabon 29.45 NA
## 60 zimbabwe 29.41 NA
## 61 kenya 28.81 NA
## 62 rwanda 27.16 NA
## 63 south-africa 26.82 NA
## 64 guatemala 26.81 NA
## 65 suriname 26.60 NA
## 66 maldives 26.40 NA
## 67 kyrgyzstan 26.26 NA
## 68 botswana 25.97 NA
## 69 nepal 25.73 NA
## 70 trinidad-and-tobago 24.55 NA
## 71 azerbaijan 24.10 NA
## 72 cabo-verde 24.10 NA
## 73 paraguay 23.83 NA
## 74 guyana 22.68 NA
## 75 micronesia-federated-states-of 22.45 NA
## 76 korea-north 22.42 NA
## 77 venezuela 22.23 NA
## 78 marshall-islands 22.20 NA
## 79 dominican-republic 21.68 NA
## 80 mongolia 20.60 NA
## 81 philippines 20.55 NA
## 82 solomon-islands 20.52 NA
## 83 algeria 20.23 NA
## 84 indonesia 20.16 NA
## 85 iraq 20.08 NA
## 86 turkey 19.87 NA
## 87 saint-helena-ascension-and-tristan-da-cunha 19.77 NA
## 88 kazakhstan 19.59 NA
## 89 nicaragua 19.57 NA
## 90 uzbekistan 19.42 NA
## 91 peru 19.37 NA
## 92 morocco 19.00 NA
## 93 samoa 18.75 NA
## 94 ecuador 18.55 NA
## 95 brazil 18.37 NA
## 96 egypt 18.25 NA
## 97 cook-islands 16.33 NA
## 98 syria 16.27 NA
## 99 west-bank 15.68 NA
## 100 gaza-strip 15.60 NA
## 101 honduras 15.39 NA
## 102 georgia 15.10 NA
## 103 iran 15.10 NA
## 104 vietnam 15.09 NA
## 105 oman 14.76 NA
## 106 vanuatu 14.69 NA
## 107 antigua-and-barbuda 14.65 NA
## 108 british-virgin-islands 14.56 NA
## 109 jordan 14.25 NA
## 110 saint-vincent-and-the-grenadines 13.16 NA
## 111 bahamas-the 13.05 NA
## 112 colombia 12.88 NA
## 113 northern-mariana-islands 12.79 NA
## 114 tonga 12.73 NA
## 115 saudi-arabia 12.58 NA
## 116 armenia 12.47 NA
## 117 aruba 12.39 NA
## 118 el-salvador 12.38 NA
## 119 saint-lucia 12.23 NA
## 120 tunisia 12.16 NA
## 121 turks-and-caicos-islands 11.87 NA
## 122 moldova 11.83 NA
## 123 guam 11.73 NA
## 124 mexico 11.64 NA
## 125 dominica 11.56 NA
## 126 palau 11.52 NA
## 127 libya 11.48 NA
## 128 jamaica 11.42 NA
## 129 belize 11.40 NA
## 130 panama 11.25 NA
## 131 china 11.15 NA
## 132 albania 11.10 NA
## 133 seychelles 10.83 NA
## 134 mauritius 10.82 NA
## 135 brunei 10.79 NA
## 136 montserrat 10.70 NA
## 137 bahrain 10.54 NA
## 138 fiji 10.27 NA
## 139 american-samoa 10.25 NA
## 140 barbados 10.23 NA
## 141 grenada 9.60 NA
## 142 argentina 9.55 NA
## 143 romania 9.41 NA
## 144 croatia 8.91 NA
## 145 greenland 8.90 NA
## 146 cyprus 8.61 NA
## 147 costa-rica 8.59 NA
## 148 saint-kitts-and-nevis 8.50 NA
## 149 uruguay 8.48 NA
## 150 sri-lanka 8.36 NA
## 151 saint-pierre-and-miquelon-2 8.35 NA
## 152 sint-maarten 8.16 NA
## 153 bulgaria 8.14 NA
## 154 curacao 8.05 NA
## 155 nauru 7.96 NA
## 156 cayman-islands 7.84 NA
## 157 virgin-islands 7.81 NA
## 158 kuwait 7.60 NA
## 159 ukraine 7.44 NA
## 160 lebanon 7.20 NA
## 161 saint-barthelemy 6.85 NA
## 162 saint-martin 6.85 NA
## 163 malaysia 6.70 NA
## 164 qatar 6.70 NA
## 165 chile 6.68 NA
## 166 san-marino 6.67 NA
## 167 thailand 6.58 NA
## 168 russia 6.51 NA
## 169 gibraltar 6.38 NA
## 170 puerto-rico 6.16 NA
## 171 faroe-islands 6.11 NA
## 172 serbia 5.67 NA
## 173 bosnia-and-herzegovina 5.32 NA
## 174 united-arab-emirates 5.25 NA
## 175 united-states 5.22 NA
## 176 new-caledonia 5.08 NA
## 177 latvia 4.93 NA
## 178 slovakia 4.90 NA
## 179 hungary 4.69 NA
## 180 macau 4.69 NA
## 181 malta 4.62 NA
## 182 french-polynesia 4.46 NA
## 183 canada 4.44 NA
## 184 isle-of-man 4.31 NA
## 185 united-kingdom 4.27 NA
## 186 poland 4.22 NA
## 187 cuba 4.19 NA
## 188 liechtenstein 4.12 NA
## 189 wallis-and-futuna 4.06 NA
## 190 taiwan 4.03 NA
## 191 jersey 3.94 NA
## 192 lithuania 3.66 NA
## 193 switzerland 3.64 NA
## 194 israel 3.62 NA
## 195 greece 3.61 NA
## 196 ireland 3.52 NA
## 197 andorra 3.50 NA
## 198 new-zealand 3.50 NA
## 199 estonia 3.47 NA
## 200 netherlands 3.45 NA
## 201 guernsey 3.41 NA
## 202 belarus 3.31 NA
## 203 luxembourg 3.30 NA
## 204 austria 3.29 NA
## 205 montenegro 3.29 NA
## 206 belgium 3.24 NA
## 207 germany 3.24 NA
## 208 france 3.19 NA
## 209 italy 3.14 NA
## 210 spain 3.14 NA
## 211 anguilla 3.11 NA
## 212 denmark 3.09 NA
## 213 australia 3.05 NA
## 214 korea-south 2.91 NA
## 215 hong-kong 2.59 NA
## 216 portugal 2.53 NA
## 217 sweden 2.45 NA
## 218 czechia 2.42 NA
## 219 norway 2.34 NA
## 220 bermuda 2.21 NA
## 221 finland 2.15 NA
## 222 japan 1.92 NA
## 223 monaco 1.78 NA
## 224 iceland 1.66 NA
## 225 singapore 1.56 NA
## 226 slovenia 1.53 NA
## ranking region
## 1 1 South Asia
## 2 2 Africa
## 3 3 Africa
## 4 4 Africa
## 5 5 Africa
## 6 6 Africa
## 7 7 Africa
## 8 8 Africa
## 9 9 Africa
## 10 10 Africa
## 11 11 Africa
## 12 12 Africa
## 13 13 Africa
## 14 14 Africa
## 15 15 Africa
## 16 16 Africa
## 17 17 Africa
## 18 18 South Asia
## 19 19 Africa
## 20 20 Africa
## 21 21 Africa
## 22 22 Africa
## 23 23 Africa
## 24 24 Africa
## 25 25 East Asia/Southeast Asia
## 26 26 Africa
## 27 27 Africa
## 28 28 Africa
## 29 29 Middle East
## 30 30 Africa
## 31 31 East Asia/Southeast Asia
## 32 32 Africa
## 33 33 Africa
## 34 34 Africa
## 35 35 Africa
## 36 36 Central America
## 37 37 Africa
## 38 38 East Asia/Southeast Asia
## 39 39 Africa
## 40 40 South Asia
## 41 41 South America
## 42 42 Africa
## 43 43 Central Asia
## 44 44 Africa
## 45 45 South Asia
## 46 46 Europe
## 47 47 Africa
## 48 48 East Asia/Southeast Asia
## 49 49 Africa
## 50 50 East Asia/Southeast Asia
## 51 51 Australia - Oceania
## 52 52 Africa
## 53 53 Central Asia
## 54 54 Africa
## 55 55 Africa
## 56 56 South Asia
## 57 57 Africa
## 58 58 Australia - Oceania
## 59 59 Africa
## 60 60 Africa
## 61 61 Africa
## 62 62 Africa
## 63 63 Africa
## 64 64 Central America
## 65 65 South America
## 66 66 South Asia
## 67 67 Central Asia
## 68 68 Africa
## 69 69 South Asia
## 70 70 Central America
## 71 71 Middle East
## 72 72 Africa
## 73 73 South America
## 74 74 South America
## 75 75 Australia - Oceania
## 76 76 East Asia/Southeast Asia
## 77 77 South America
## 78 78 Australia - Oceania
## 79 79 Central America
## 80 80 East Asia/Southeast Asia
## 81 81 East Asia/Southeast Asia
## 82 82 Australia - Oceania
## 83 83 Africa
## 84 84 East Asia/Southeast Asia
## 85 85 Middle East
## 86 86 Middle East
## 87 87 Africa
## 88 88 Central Asia
## 89 89 Central America
## 90 90 Central Asia
## 91 91 South America
## 92 92 Africa
## 93 93 Australia - Oceania
## 94 94 South America
## 95 95 South America
## 96 96 Africa
## 97 97 Australia - Oceania
## 98 98 Middle East
## 99 99 Middle East
## 100 100 Middle East
## 101 101 Central America
## 102 102 Middle East
## 103 103 Middle East
## 104 104 East Asia/Southeast Asia
## 105 105 Middle East
## 106 106 Australia - Oceania
## 107 107 Central America
## 108 108 Central America
## 109 109 Middle East
## 110 110 Central America
## 111 111 Central America
## 112 112 South America
## 113 113 Australia - Oceania
## 114 114 Australia - Oceania
## 115 115 Middle East
## 116 116 Middle East
## 117 117 Central America
## 118 118 Central America
## 119 119 Central America
## 120 120 Africa
## 121 121 Central America
## 122 122 Europe
## 123 123 Australia - Oceania
## 124 124 North America
## 125 125 Central America
## 126 126 Australia - Oceania
## 127 127 Africa
## 128 128 Central America
## 129 129 Central America
## 130 130 Central America
## 131 131 East Asia/Southeast Asia
## 132 132 Europe
## 133 133 Africa
## 134 134 Africa
## 135 135 East Asia/Southeast Asia
## 136 136 Central America
## 137 137 Middle East
## 138 138 Australia - Oceania
## 139 139 Australia - Oceania
## 140 140 Central America
## 141 141 Central America
## 142 142 South America
## 143 143 Europe
## 144 144 Europe
## 145 145 North America
## 146 146 Europe
## 147 147 Central America
## 148 148 Central America
## 149 149 South America
## 150 150 South Asia
## 151 151 North America
## 152 152 Central America
## 153 153 Europe
## 154 154 Central America
## 155 155 Australia - Oceania
## 156 156 Central America
## 157 157 Central America
## 158 158 Middle East
## 159 160 Europe
## 160 161 Middle East
## 161 162 Central America
## 162 163 Central America
## 163 164 East Asia/Southeast Asia
## 164 165 Middle East
## 165 166 South America
## 166 167 Europe
## 167 168 East Asia/Southeast Asia
## 168 169 Central Asia
## 169 170 Europe
## 170 171 Central America
## 171 172 Europe
## 172 173 Europe
## 173 174 Europe
## 174 175 Middle East
## 175 176 North America
## 176 177 Australia - Oceania
## 177 178 Europe
## 178 179 Europe
## 179 180 Europe
## 180 181 East Asia/Southeast Asia
## 181 182 Europe
## 182 183 Australia - Oceania
## 183 184 North America
## 184 185 Europe
## 185 186 Europe
## 186 187 Europe
## 187 188 Central America
## 188 189 Europe
## 189 190 Australia - Oceania
## 190 191 East Asia/Southeast Asia
## 191 192 Europe
## 192 193 Europe
## 193 194 Europe
## 194 195 Middle East
## 195 196 Europe
## 196 197 Europe
## 197 198 Europe
## 198 199 Australia - Oceania
## 199 200 Europe
## 200 201 Europe
## 201 202 Europe
## 202 203 Europe
## 203 204 Europe
## 204 205 Europe
## 205 206 Europe
## 206 207 Europe
## 207 208 Europe
## 208 209 Europe
## 209 210 Europe
## 210 211 Europe
## 211 212 Central America
## 212 213 Europe
## 213 214 Australia - Oceania
## 214 215 East Asia/Southeast Asia
## 215 216 East Asia/Southeast Asia
## 216 217 Europe
## 217 218 Europe
## 218 219 Europe
## 219 220 Europe
## 220 221 North America
## 221 222 Europe
## 222 223 East Asia/Southeast Asia
## 223 224 Europe
## 224 225 Europe
## 225 226 East Asia/Southeast Asia
## 226 227 EuropeData 8: Net migration rate
github_8="https://raw.githubusercontent.com/rafa0303/Examen-Final/main/net%20mgiration%20rate.csv"
data8=import(github_8)
data.frame(data8)## name
## 1 Syria
## 2 South Sudan
## 3 Venezuela
## 4 British Virgin Islands
## 5 Cayman Islands
## 6 Luxembourg
## 7 Anguilla
## 8 Monaco
## 9 Turks and Caicos Islands
## 10 Aruba
## 11 Australia
## 12 Burundi
## 13 Cyprus
## 14 New Zealand
## 15 San Marino
## 16 Malta
## 17 Sint Maarten
## 18 South Georgia and South Sandwich Islands
## 19 Canada
## 20 Saudi Arabia
## 21 Isle of Man
## 22 Sweden
## 23 Liechtenstein
## 24 Djibouti
## 25 Belgium
## 26 Switzerland
## 27 Qatar
## 28 Singapore
## 29 Norway
## 30 Ireland
## 31 Gabon
## 32 New Caledonia
## 33 Austria
## 34 Italy
## 35 Macau
## 36 Iceland
## 37 United States
## 38 Botswana
## 39 Denmark
## 40 Korea, South
## 41 United Kingdom
## 42 Finland
## 43 Czechia
## 44 Brunei
## 45 Antigua and Barbuda
## 46 Israel
## 47 Jersey
## 48 Netherlands
## 49 Guernsey
## 50 Russia
## 51 Hong Kong
## 52 Bermuda
## 53 Slovenia
## 54 Germany
## 55 Malaysia
## 56 Spain
## 57 Hungary
## 58 Cote d'Ivoire
## 59 Saint Kitts and Nevis
## 60 France
## 61 Greece
## 62 Seychelles
## 63 Costa Rica
## 64 Japan
## 65 Taiwan
## 66 Belarus
## 67 Portugal
## 68 Suriname
## 69 Palau
## 70 Kazakhstan
## 71 Chile
## 72 Zambia
## 73 Benin
## 74 Slovakia
## 75 Georgia
## 76 Andorra
## 77 Azerbaijan
## 78 Bahamas, The
## 79 Bhutan
## 80 Congo, Republic of the
## 81 Ecuador
## 82 Equatorial Guinea
## 83 Faroe Islands
## 84 Guinea
## 85 Madagascar
## 86 Malawi
## 87 Mauritius
## 88 Montserrat
## 89 Namibia
## 90 Papua New Guinea
## 91 Saint Helena, Ascension, and Tristan da Cunha
## 92 Serbia
## 93 Thailand
## 94 India
## 95 Korea, North
## 96 Paraguay
## 97 Argentina
## 98 Afghanistan
## 99 Panama
## 100 South Africa
## 101 Brazil
## 102 Chad
## 103 Ghana
## 104 Yemen
## 105 Angola
## 106 Ethiopia
## 107 Kenya
## 108 Romania
## 109 Nigeria
## 110 Bolivia
## 111 Vietnam
## 112 Ukraine
## 113 Barbados
## 114 Bulgaria
## 115 Cambodia
## 116 Iran
## 117 Cameroon
## 118 Poland
## 119 Egypt
## 120 Bosnia and Herzegovina
## 121 China
## 122 Oman
## 123 Tanzania
## 124 Cabo Verde
## 125 Colombia
## 126 Burkina Faso
## 127 French Polynesia
## 128 Niger
## 129 Paracel Islands
## 130 Bahrain
## 131 Iraq
## 132 Indonesia
## 133 Croatia
## 134 Mauritania
## 135 Congo, Democratic Republic of the
## 136 Mongolia
## 137 Algeria
## 138 Uruguay
## 139 Pakistan
## 140 Lebanon
## 141 Sierra Leone
## 142 Belize
## 143 Laos
## 144 Tajikistan
## 145 Libya
## 146 Senegal
## 147 Sri Lanka
## 148 Curacao
## 149 Vanuatu
## 150 Tunisia
## 151 Honduras
## 152 Saint Lucia
## 153 Burma
## 154 Kosovo
## 155 Mexico
## 156 Gambia, The
## 157 Turkey
## 158 Solomon Islands
## 159 Mozambique
## 160 Guatemala
## 161 Sudan
## 162 Turkmenistan
## 163 Philippines
## 164 Peru
## 165 Morocco
## 166 Togo
## 167 Uzbekistan
## 168 Haiti
## 169 Nicaragua
## 170 Comoros
## 171 Saint Barthelemy
## 172 Grenada
## 173 Dominican Republic
## 174 Kiribati
## 175 Liberia
## 176 Estonia
## 177 Bangladesh
## 178 Somalia
## 179 Mali
## 180 United Arab Emirates
## 181 Albania
## 182 Gibraltar
## 183 Rwanda
## 184 Central African Republic
## 185 Cuba
## 186 Uganda
## 187 Kuwait
## 188 Guinea-Bissau
## 189 Timor-Leste
## 190 Tokelau
## 191 Nepal
## 192 Wallis and Futuna
## 193 West Bank
## 194 Marshall Islands
## 195 Lesotho
## 196 Gaza Strip
## 197 Lithuania
## 198 Kyrgyzstan
## 199 Zimbabwe
## 200 Montenegro
## 201 Greenland
## 202 Trinidad and Tobago
## 203 Dominica
## 204 Latvia
## 205 Armenia
## 206 El Salvador
## 207 Svalbard
## 208 Fiji
## 209 Saint Martin
## 210 Eswatini
## 211 Tuvalu
## 212 Saint Vincent and the Grenadines
## 213 Virgin Islands
## 214 Saint Pierre and Miquelon
## 215 Sao Tome and Principe
## 216 Samoa
## 217 Guyana
## 218 Jamaica
## 219 Moldova
## 220 Eritrea
## 221 Guam
## 222 Nauru
## 223 Jordan
## 224 Maldives
## 225 Puerto Rico
## 226 Northern Mariana Islands
## 227 Tonga
## 228 Micronesia, Federated States of
## 229 Cook Islands
## 230 American Samoa
## slug value date_of_information
## 1 syria 34.34 2021 est.
## 2 south-sudan 22.04 2021 est.
## 3 venezuela 14.22 2021 est.
## 4 british-virgin-islands 13.93 2021 est.
## 5 cayman-islands 12.80 2021 est.
## 6 luxembourg 12.65 2021 est.
## 7 anguilla 10.87 2021 est.
## 8 monaco 9.16 2021 est.
## 9 turks-and-caicos-islands 8.74 2021 est.
## 10 aruba 8.27 2021 est.
## 11 australia 7.49 2021 est.
## 12 burundi 7.35 2021 est.
## 13 cyprus 7.29 2021 est.
## 14 new-zealand 6.89 2021 est.
## 15 san-marino 6.38 2021 est.
## 16 malta 6.04 2021 est.
## 17 sint-maarten 5.90 2021 est.
## 18 south-georgia-and-south-sandwich-islands 5.90 2021 est.
## 19 canada 5.55 2021 est.
## 20 saudi-arabia 5.04 2021 est.
## 21 isle-of-man 5.01 2021 est.
## 22 sweden 4.87 2021 est.
## 23 liechtenstein 4.84 2021 est.
## 24 djibouti 4.81 2021 est.
## 25 belgium 4.58 2021 est.
## 26 switzerland 4.55 2021 est.
## 27 qatar 4.30 2021 est.
## 28 singapore 4.26 2021 est.
## 29 norway 3.95 2021 est.
## 30 ireland 3.83 2021 est.
## 31 gabon 3.76 2021 est.
## 32 new-caledonia 3.71 2021 est.
## 33 austria 3.57 2021 est.
## 34 italy 3.21 2021 est.
## 35 macau 3.17 2021 est.
## 36 iceland 3.09 2021 est.
## 37 united-states 3.03 2021 est.
## 38 botswana 2.85 2021 est.
## 39 denmark 2.74 2021 est.
## 40 korea-south 2.65 2021 est.
## 41 united-kingdom 2.47 2021 est.
## 42 finland 2.46 2021 est.
## 43 czechia 2.32 2021 est.
## 44 brunei 2.22 2021 est.
## 45 antigua-and-barbuda 2.06 2021 est.
## 46 israel 2.05 2021 est.
## 47 jersey 2.03 2021 est.
## 48 netherlands 1.90 2021 est.
## 49 guernsey 1.80 2021 est.
## 50 russia 1.70 2021 est.
## 51 hong-kong 1.65 2021 est.
## 52 bermuda 1.54 2021 est.
## 53 slovenia 1.54 2021 est.
## 54 germany 1.50 2021 est.
## 55 malaysia 1.49 2021 est.
## 56 spain 1.39 2021 est.
## 57 hungary 1.24 2021 est.
## 58 cote-divoire 1.21 2021 est.
## 59 saint-kitts-and-nevis 1.16 2021 est.
## 60 france 1.06 2021 est.
## 61 greece 0.97 2021 est.
## 62 seychelles 0.90 2021 est.
## 63 costa-rica 0.78 2021 est.
## 64 japan 0.75 2021 est.
## 65 taiwan 0.75 2021 est.
## 66 belarus 0.72 2021 est.
## 67 portugal 0.62 2021 est.
## 68 suriname 0.53 2021 est.
## 69 palau 0.51 2021 est.
## 70 kazakhstan 0.39 2021 est.
## 71 chile 0.33 2021 est.
## 72 zambia 0.33 2021 est.
## 73 benin 0.25 2021 est.
## 74 slovakia 0.20 2021 est.
## 75 georgia 0.06 2021 est.
## 76 andorra 0.00 2021 est.
## 77 azerbaijan 0.00 2021 est.
## 78 bahamas-the 0.00 2021 est.
## 79 bhutan 0.00 2021 est.
## 80 congo-republic-of-the 0.00 2021 est.
## 81 ecuador 0.00 2021 est.
## 82 equatorial-guinea 0.00 2021 est.
## 83 faroe-islands 0.00 2021 est.
## 84 guinea 0.00 2021 est.
## 85 madagascar 0.00 2021 est.
## 86 malawi 0.00 2021 est.
## 87 mauritius 0.00 2021 est.
## 88 montserrat 0.00 2021 est.
## 89 namibia 0.00 2021 est.
## 90 papua-new-guinea 0.00 2021 est.
## 91 saint-helena-ascension-and-tristan-da-cunha 0.00 2021 est.
## 92 serbia 0.00 2021 est.
## 93 thailand -0.03 2021 est.
## 94 india -0.04 2021 est.
## 95 korea-north -0.04 2021 est.
## 96 paraguay -0.07 2021 est.
## 97 argentina -0.08 2021 est.
## 98 afghanistan -0.10 2021 est.
## 99 panama -0.11 2021 est.
## 100 south-africa -0.12 2021 est.
## 101 brazil -0.13 2021 est.
## 102 chad -0.13 2021 est.
## 103 ghana -0.17 2021 est.
## 104 yemen -0.19 2021 est.
## 105 angola -0.20 2021 est.
## 106 ethiopia -0.20 2021 est.
## 107 kenya -0.20 2021 est.
## 108 romania -0.20 2021 est.
## 109 nigeria -0.21 2021 est.
## 110 bolivia -0.23 2021 est.
## 111 vietnam -0.23 2021 est.
## 112 ukraine -0.26 2021 est.
## 113 barbados -0.29 2021 est.
## 114 bulgaria -0.29 2021 est.
## 115 cambodia -0.29 2021 est.
## 116 iran -0.30 2021 est.
## 117 cameroon -0.32 2021 est.
## 118 poland -0.33 2021 est.
## 119 egypt -0.34 2021 est.
## 120 bosnia-and-herzegovina -0.38 2021 est.
## 121 china -0.43 2021 est.
## 122 oman -0.44 2021 est.
## 123 tanzania -0.44 2021 est.
## 124 cabo-verde -0.58 2021 est.
## 125 colombia -0.60 2021 est.
## 126 burkina-faso -0.62 2021 est.
## 127 french-polynesia -0.66 2021 est.
## 128 niger -0.66 2021 est.
## 129 paracel-islands -0.66 2021 est.
## 130 bahrain -0.67 2021 est.
## 131 iraq -0.68 2021 est.
## 132 indonesia -0.72 2021 est.
## 133 croatia -0.74 2021 est.
## 134 mauritania -0.74 2021 est.
## 135 congo-democratic-republic-of-the -0.78 2021 est.
## 136 mongolia -0.78 2021 est.
## 137 algeria -0.84 2021 est.
## 138 uruguay -0.88 2021 est.
## 139 pakistan -0.92 2021 est.
## 140 lebanon -0.95 2021 est.
## 141 sierra-leone -0.96 2021 est.
## 142 belize -0.98 2021 est.
## 143 laos -0.99 2021 est.
## 144 tajikistan -1.05 2021 est.
## 145 libya -1.15 2021 est.
## 146 senegal -1.24 2021 est.
## 147 sri-lanka -1.24 2021 est.
## 148 curacao -1.32 2021 est.
## 149 vanuatu -1.32 2021 est.
## 150 tunisia -1.34 2021 est.
## 151 honduras -1.35 2021 est.
## 152 saint-lucia -1.37 2021 est.
## 153 burma -1.38 2021 est.
## 154 kosovo -1.44 2021 est.
## 155 mexico -1.46 2021 est.
## 156 gambia-the -1.55 2021 est.
## 157 turkey -1.55 2021 est.
## 158 solomon-islands -1.57 2021 est.
## 159 mozambique -1.62 2021 est.
## 160 guatemala -1.69 2021 est.
## 161 sudan -1.71 2021 est.
## 162 turkmenistan -1.72 2021 est.
## 163 philippines -1.75 2021 est.
## 164 peru -1.76 2021 est.
## 165 morocco -1.83 2021 est.
## 166 togo -1.86 2021 est.
## 167 uzbekistan -1.86 2021 est.
## 168 haiti -1.90 2021 est.
## 169 nicaragua -2.27 2021 est.
## 170 comoros -2.28 2021 est.
## 171 saint-barthelemy -2.39 2021 est.
## 172 grenada -2.53 2021 est.
## 173 dominican-republic -2.71 2021 est.
## 174 kiribati -2.81 2021 est.
## 175 liberia -2.82 2021 est.
## 176 estonia -2.85 2021 est.
## 177 bangladesh -2.93 2021 est.
## 178 somalia -2.98 2021 est.
## 179 mali -3.17 2021 est.
## 180 united-arab-emirates -3.18 2021 est.
## 181 albania -3.24 2021 est.
## 182 gibraltar -3.25 2021 est.
## 183 rwanda -3.27 2021 est.
## 184 central-african-republic -3.28 2021 est.
## 185 cuba -3.32 2021 est.
## 186 uganda -3.37 2021 est.
## 187 kuwait -3.65 2021 est.
## 188 guinea-bissau -3.72 2021 est.
## 189 timor-leste -3.84 2021 est.
## 190 tokelau -3.84 2021 est.
## 191 nepal -4.12 2021 est.
## 192 wallis-and-futuna -4.16 2021 est.
## 193 west-bank -4.16 2021 est.
## 194 marshall-islands -4.43 2021 est.
## 195 lesotho -4.59 2021 est.
## 196 gaza-strip -4.65 2021 est.
## 197 lithuania -4.75 2021 est.
## 198 kyrgyzstan -4.91 2021 est.
## 199 zimbabwe -4.93 2021 est.
## 200 montenegro -4.95 2021 est.
## 201 greenland -5.07 2021 est.
## 202 trinidad-and-tobago -5.18 2021 est.
## 203 dominica -5.31 2021 est.
## 204 latvia -5.32 2021 est.
## 205 armenia -5.43 2021 est.
## 206 el-salvador -5.57 2021 est.
## 207 svalbard -5.57 2021 est.
## 208 fiji -6.02 2021 est.
## 209 saint-martin -6.09 2021 est.
## 210 eswatini -6.26 2021 est.
## 211 tuvalu -6.46 2021 est.
## 212 saint-vincent-and-the-grenadines -6.82 2021 est.
## 213 virgin-islands -7.42 2021 est.
## 214 saint-pierre-and-miquelon-2 -7.52 2021 est.
## 215 sao-tome-and-principe -7.57 2021 est.
## 216 samoa -7.82 2021 est.
## 217 guyana -7.84 2021 est.
## 218 jamaica -7.98 2021 est.
## 219 moldova -8.95 2021 est.
## 220 eritrea -10.84 2021 est.
## 221 guam -10.98 2021 est.
## 222 nauru -11.05 2021 est.
## 223 jordan -11.17 2021 est.
## 224 maldives -12.76 2021 est.
## 225 puerto-rico -13.00 2021 est.
## 226 northern-mariana-islands -13.67 2021 est.
## 227 tonga -17.96 2021 est.
## 228 micronesia-federated-states-of -20.90 2021 est.
## 229 cook-islands -28.58 2021 est.
## 230 american-samoa -32.18 2021 est.
## ranking region
## 1 1 Middle East
## 2 2 Africa
## 3 3 South America
## 4 4 Central America
## 5 5 Central America
## 6 6 Europe
## 7 7 Central America
## 8 8 Europe
## 9 9 Central America
## 10 10 Central America
## 11 11 Australia - Oceania
## 12 12 Africa
## 13 13 Europe
## 14 14 Australia - Oceania
## 15 15 Europe
## 16 16 Europe
## 17 17 Central America
## 18 18 South America
## 19 19 North America
## 20 20 Middle East
## 21 21 Europe
## 22 22 Europe
## 23 23 Europe
## 24 24 Africa
## 25 25 Europe
## 26 26 Europe
## 27 27 Middle East
## 28 28 East Asia/Southeast Asia
## 29 29 Europe
## 30 30 Europe
## 31 31 Africa
## 32 32 Australia - Oceania
## 33 33 Europe
## 34 34 Europe
## 35 35 East Asia/Southeast Asia
## 36 36 Europe
## 37 37 North America
## 38 38 Africa
## 39 39 Europe
## 40 40 East Asia/Southeast Asia
## 41 41 Europe
## 42 42 Europe
## 43 43 Europe
## 44 44 East Asia/Southeast Asia
## 45 45 Central America
## 46 46 Middle East
## 47 47 Europe
## 48 48 Europe
## 49 49 Europe
## 50 50 Central Asia
## 51 51 East Asia/Southeast Asia
## 52 52 North America
## 53 53 Europe
## 54 54 Europe
## 55 55 East Asia/Southeast Asia
## 56 56 Europe
## 57 57 Europe
## 58 58 Africa
## 59 59 Central America
## 60 60 Europe
## 61 61 Europe
## 62 62 Africa
## 63 63 Central America
## 64 64 East Asia/Southeast Asia
## 65 65 East Asia/Southeast Asia
## 66 66 Europe
## 67 67 Europe
## 68 68 South America
## 69 69 Australia - Oceania
## 70 70 Central Asia
## 71 72 South America
## 72 73 Africa
## 73 74 Africa
## 74 75 Europe
## 75 76 Middle East
## 76 77 Europe
## 77 78 Middle East
## 78 79 Central America
## 79 80 South Asia
## 80 81 Africa
## 81 82 South America
## 82 83 Africa
## 83 84 Europe
## 84 85 Africa
## 85 86 Africa
## 86 87 Africa
## 87 88 Africa
## 88 89 Central America
## 89 90 Africa
## 90 91 East Asia/Southeast Asia
## 91 92 Africa
## 92 93 Europe
## 93 94 East Asia/Southeast Asia
## 94 95 South Asia
## 95 96 East Asia/Southeast Asia
## 96 97 South America
## 97 98 South America
## 98 99 South Asia
## 99 100 Central America
## 100 101 Africa
## 101 102 South America
## 102 103 Africa
## 103 104 Africa
## 104 105 Middle East
## 105 106 Africa
## 106 107 Africa
## 107 108 Africa
## 108 109 Europe
## 109 110 Africa
## 110 111 South America
## 111 112 East Asia/Southeast Asia
## 112 113 Europe
## 113 114 Central America
## 114 115 Europe
## 115 116 East Asia/Southeast Asia
## 116 117 Middle East
## 117 118 Africa
## 118 119 Europe
## 119 120 Africa
## 120 121 Europe
## 121 122 East Asia/Southeast Asia
## 122 123 Middle East
## 123 124 Africa
## 124 125 Africa
## 125 126 South America
## 126 127 Africa
## 127 128 Australia - Oceania
## 128 129 Africa
## 129 130 East Asia/Southeast Asia
## 130 131 Middle East
## 131 132 Middle East
## 132 133 East Asia/Southeast Asia
## 133 134 Europe
## 134 135 Africa
## 135 136 Africa
## 136 137 East Asia/Southeast Asia
## 137 138 Africa
## 138 139 South America
## 139 140 South Asia
## 140 141 Middle East
## 141 142 Africa
## 142 143 Central America
## 143 144 East Asia/Southeast Asia
## 144 145 Central Asia
## 145 146 Africa
## 146 147 Africa
## 147 148 South Asia
## 148 149 Central America
## 149 150 Australia - Oceania
## 150 151 Africa
## 151 152 Central America
## 152 153 Central America
## 153 154 East Asia/Southeast Asia
## 154 155 Europe
## 155 156 North America
## 156 157 Africa
## 157 158 Middle East
## 158 159 Australia - Oceania
## 159 160 Africa
## 160 161 Central America
## 161 162 Africa
## 162 163 Central Asia
## 163 164 East Asia/Southeast Asia
## 164 165 South America
## 165 166 Africa
## 166 167 Africa
## 167 168 Central Asia
## 168 169 Central America
## 169 170 Central America
## 170 171 Africa
## 171 172 Central America
## 172 173 Central America
## 173 174 Central America
## 174 175 Australia - Oceania
## 175 176 Africa
## 176 177 Europe
## 177 178 South Asia
## 178 179 Africa
## 179 180 Africa
## 180 181 Middle East
## 181 182 Europe
## 182 183 Europe
## 183 184 Africa
## 184 185 Africa
## 185 186 Central America
## 186 187 Africa
## 187 188 Middle East
## 188 189 Africa
## 189 190 East Asia/Southeast Asia
## 190 191 Australia - Oceania
## 191 192 South Asia
## 192 193 Australia - Oceania
## 193 194 Middle East
## 194 195 Australia - Oceania
## 195 196 Africa
## 196 197 Middle East
## 197 198 Europe
## 198 199 Central Asia
## 199 200 Africa
## 200 201 Europe
## 201 202 North America
## 202 203 Central America
## 203 204 Central America
## 204 205 Europe
## 205 206 Middle East
## 206 207 Central America
## 207 208 Europe
## 208 209 Australia - Oceania
## 209 210 Central America
## 210 211 Africa
## 211 212 Australia - Oceania
## 212 213 Central America
## 213 214 Central America
## 214 215 North America
## 215 216 Africa
## 216 217 Australia - Oceania
## 217 218 South America
## 218 219 Central America
## 219 220 Europe
## 220 221 Africa
## 221 222 Australia - Oceania
## 222 223 Australia - Oceania
## 223 224 Middle East
## 224 225 South Asia
## 225 226 Central America
## 226 227 Australia - Oceania
## 227 228 Australia - Oceania
## 228 229 Australia - Oceania
## 229 230 Australia - Oceania
## 230 231 Australia - OceaniaData 9: Unemployment Rate
github_9="https://raw.githubusercontent.com/rafa0303/Examen-Final/main/unemployment%20rate.csv"
data9=import(github_9)
data.frame(data9)## name
## 1 Cocos (Keeling) Islands
## 2 Cambodia
## 3 Niger
## 4 Laos
## 5 Malta
## 6 Belarus
## 7 Thailand
## 8 Benin
## 9 Falkland Islands (Islas Malvinas)
## 10 Gibraltar
## 11 Isle of Man
## 12 Kuwait
## 13 Tonga
## 14 Guernsey
## 15 United Arab Emirates
## 16 Palau
## 17 Vanuatu
## 18 Madagascar
## 19 Macau
## 20 Monaco
## 21 Tokelau
## 22 Faroe Islands
## 23 Singapore
## 24 Guatemala
## 25 Switzerland
## 26 Japan
## 27 Liechtenstein
## 28 Tajikistan
## 29 Papua New Guinea
## 30 Cuba
## 31 Guinea
## 32 Rwanda
## 33 Czechia
## 34 Liberia
## 35 British Virgin Islands
## 36 Maldives
## 37 Hong Kong
## 38 Nepal
## 39 Seychelles
## 40 Denmark
## 41 Romania
## 42 Vietnam
## 43 United Kingdom
## 44 Kyrgyzstan
## 45 Bhutan
## 46 Malaysia
## 47 Netherlands
## 48 Hungary
## 49 Mexico
## 50 Bahrain
## 51 Iceland
## 52 China
## 53 Andorra
## 54 Norway
## 55 Taiwan
## 56 Korea, South
## 57 United States
## 58 Bolivia
## 59 Burma
## 60 Cayman Islands
## 61 Jersey
## 62 New Zealand
## 63 Cameroon
## 64 Bangladesh
## 65 Israel
## 66 Timor-Leste
## 67 Fiji
## 68 Guam
## 69 Saint Kitts and Nevis
## 70 Russia
## 71 Kazakhstan
## 72 Sri Lanka
## 73 Trinidad and Tobago
## 74 Estonia
## 75 Ireland
## 76 Germany
## 77 Moldova
## 78 Slovakia
## 79 Azerbaijan
## 80 Uzbekistan
## 81 Dominican Republic
## 82 Philippines
## 83 Australia
## 84 Samoa
## 85 Indonesia
## 86 Belgium
## 87 Luxembourg
## 88 Poland
## 89 Honduras
## 90 Montserrat
## 91 Bulgaria
## 92 Canada
## 93 Paraguay
## 94 Ecuador
## 95 Eritrea
## 96 Albania
## 97 Pakistan
## 98 Saudi Arabia
## 99 Panama
## 100 Latvia
## 101 Nicaragua
## 102 Comoros
## 103 Portugal
## 104 Peru
## 105 Angola
## 106 Finland
## 107 Mauritius
## 108 Sweden
## 109 Brunei
## 110 Central African Republic
## 111 Togo
## 112 Venezuela
## 113 Bermuda
## 114 El Salvador
## 115 Cyprus
## 116 Chile
## 117 Austria
## 118 Uruguay
## 119 Slovenia
## 120 Aruba
## 121 Jamaica
## 122 Egypt
## 123 Mali
## 124 Anguilla
## 125 Mongolia
## 126 Croatia
## 127 Costa Rica
## 128 San Marino
## 129 France
## 130 Lithuania
## 131 India
## 132 Equatorial Guinea
## 133 Saint Pierre and Miquelon
## 134 Wallis and Futuna
## 135 Ukraine
## 136 Qatar
## 137 Suriname
## 138 Belize
## 139 Cabo Verde
## 140 Greenland
## 141 Morocco
## 142 Cote d'Ivoire
## 143 Uganda
## 144 Lebanon
## 145 Argentina
## 146 Italy
## 147 Turks and Caicos Islands
## 148 Bahamas, The
## 149 Barbados
## 150 Mauritania
## 151 Tanzania
## 152 Virgin Islands
## 153 Colombia
## 154 Puerto Rico
## 155 Antigua and Barbuda
## 156 Turkmenistan
## 157 Guyana
## 158 Northern Mariana Islands
## 159 Zimbabwe
## 160 Algeria
## 161 Georgia
## 162 Iran
## 163 Ghana
## 164 Brazil
## 165 Niue
## 166 Sint Maarten
## 167 Sao Tome and Principe
## 168 Curacao
## 169 Cook Islands
## 170 Turkey
## 171 Saint Helena, Ascension, and Tristan da Cunha
## 172 Serbia
## 173 Spain
## 174 New Caledonia
## 175 Sierra Leone
## 176 Zambia
## 177 Tunisia
## 178 Montenegro
## 179 Iraq
## 180 Micronesia, Federated States of
## 181 Nigeria
## 182 Greece
## 183 Ethiopia
## 184 Saint Vincent and the Grenadines
## 185 Armenia
## 186 Jordan
## 187 Sudan
## 188 Botswana
## 189 Saint Lucia
## 190 Malawi
## 191 French Polynesia
## 192 Dominica
## 193 Nauru
## 194 Afghanistan
## 195 Grenada
## 196 Mozambique
## 197 Korea, North
## 198 Yemen
## 199 Gaza Strip
## 200 West Bank
## 201 Eswatini
## 202 Gabon
## 203 Lesotho
## 204 South Africa
## 205 American Samoa
## 206 Libya
## 207 Kosovo
## 208 Kiribati
## 209 Bosnia and Herzegovina
## 210 Namibia
## 211 Congo, Republic of the
## 212 Marshall Islands
## 213 Djibouti
## 214 Kenya
## 215 Haiti
## 216 Senegal
## 217 Syria
## 218 Burkina Faso
## slug value date_of_information
## 1 cocos-keeling-islands 0.10 2011
## 2 cambodia 0.30 2017 est.
## 3 niger 0.30 2017 est.
## 4 laos 0.70 2017 est.
## 5 malta 0.78 2019 est.
## 6 belarus 0.80 2017 est.
## 7 thailand 0.99 2019 est.
## 8 benin 1.00 2014 est.
## 9 falkland-islands-islas-malvinas 1.00 2016 est.
## 10 gibraltar 1.00 2016 est.
## 11 isle-of-man 1.10 2017 est.
## 12 kuwait 1.10 2017 est.
## 13 tonga 1.10 2011 est.
## 14 guernsey 1.20 2016 est.
## 15 united-arab-emirates 1.60 2016 est.
## 16 palau 1.70 2015 est.
## 17 vanuatu 1.70 1999 est.
## 18 madagascar 1.80 2017 est.
## 19 macau 2.00 2017 est.
## 20 monaco 2.00 2012
## 21 tokelau 2.00 2015 est.
## 22 faroe-islands 2.20 2017 est.
## 23 singapore 2.25 2019 est.
## 24 guatemala 2.30 2017 est.
## 25 switzerland 2.31 2019 est.
## 26 japan 2.36 2019 est.
## 27 liechtenstein 2.40 2015
## 28 tajikistan 2.40 2016 est.
## 29 papua-new-guinea 2.50 2017 est.
## 30 cuba 2.60 2017 est.
## 31 guinea 2.70 2017 est.
## 32 rwanda 2.70 2014 est.
## 33 czechia 2.80 2019 est.
## 34 liberia 2.80 2014 est.
## 35 british-virgin-islands 2.90 2015 est.
## 36 maldives 2.90 2017 est.
## 37 hong-kong 2.93 2019 est.
## 38 nepal 3.00 2017 est.
## 39 seychelles 3.00 2017 est.
## 40 denmark 3.05 2019 est.
## 41 romania 3.06 2019 est.
## 42 vietnam 3.11 2018 est.
## 43 united-kingdom 3.17 2019 est.
## 44 kyrgyzstan 3.18 2019 est.
## 45 bhutan 3.20 2017 est.
## 46 malaysia 3.30 2019 est.
## 47 netherlands 3.41 2019 est.
## 48 hungary 3.45 2019 est.
## 49 mexico 3.49 2019 est.
## 50 bahrain 3.60 2017 est.
## 51 iceland 3.62 2019 est.
## 52 china 3.64 2019 est.
## 53 andorra 3.70 2016 est.
## 54 norway 3.72 2019 est.
## 55 taiwan 3.73 2019 est.
## 56 korea-south 3.76 2019 est.
## 57 united-states 3.89 2018 est.
## 58 bolivia 4.00 2017 est.
## 59 burma 4.00 2017 est.
## 60 cayman-islands 4.00 2008
## 61 jersey 4.00 2015 est.
## 62 new-zealand 4.13 2019 est.
## 63 cameroon 4.30 2014 est.
## 64 bangladesh 4.40 2017 est.
## 65 israel 4.40 2020 est.
## 66 timor-leste 4.40 2014 est.
## 67 fiji 4.50 2017 est.
## 68 guam 4.50 2017 est.
## 69 saint-kitts-and-nevis 4.50 1997
## 70 russia 4.60 2019 est.
## 71 kazakhstan 4.80 2019 est.
## 72 sri-lanka 4.83 2019 est.
## 73 trinidad-and-tobago 4.90 2017 est.
## 74 estonia 4.94 2019 est.
## 75 ireland 4.98 2019 est.
## 76 germany 4.98 2019 est.
## 77 moldova 4.99 2019 est.
## 78 slovakia 5.00 2019 est.
## 79 azerbaijan 5.00 2017 est.
## 80 uzbekistan 5.00 2017 est.
## 81 dominican-republic 5.10 2017 est.
## 82 philippines 5.11 2019 est.
## 83 australia 5.16 2019 est.
## 84 samoa 5.20 2017 est.
## 85 indonesia 5.31 2018 est.
## 86 belgium 5.36 2019 est.
## 87 luxembourg 5.36 2019 est.
## 88 poland 5.43 2019 est.
## 89 honduras 5.60 2017 est.
## 90 montserrat 5.60 2017 est.
## 91 bulgaria 5.66 2019 est.
## 92 canada 5.67 2019 est.
## 93 paraguay 5.70 2017 est.
## 94 ecuador 5.71 2019 est.
## 95 eritrea 5.80 2017 est.
## 96 albania 5.83 2019 est.
## 97 pakistan 6.00 2017 est.
## 98 saudi-arabia 6.00 2017 est.
## 99 panama 6.14 2018 est.
## 100 latvia 6.14 2019 est.
## 101 nicaragua 6.40 2017 est.
## 102 comoros 6.50 2014 est.
## 103 portugal 6.55 2019 est.
## 104 peru 6.58 2019 est.
## 105 angola 6.60 2016 est.
## 106 finland 6.63 2019 est.
## 107 mauritius 6.65 2019 est.
## 108 sweden 6.78 2019 est.
## 109 brunei 6.90 2017 est.
## 110 central-african-republic 6.90 2017 est.
## 111 togo 6.90 2016 est.
## 112 venezuela 6.90 2018 est.
## 113 bermuda 7.00 2017 est.
## 114 el-salvador 7.00 2017 est.
## 115 cyprus 7.07 2019 est.
## 116 chile 7.22 2019 est.
## 117 austria 7.35 2019 est.
## 118 uruguay 7.60 2017 est.
## 119 slovenia 7.64 2019 est.
## 120 aruba 7.70 2016 est.
## 121 jamaica 7.72 2019 est.
## 122 egypt 7.86 2019 est.
## 123 mali 7.90 2017 est.
## 124 anguilla 8.00 2002
## 125 mongolia 8.00 2017 est.
## 126 croatia 8.07 2019 est.
## 127 costa-rica 8.10 2017 est.
## 128 san-marino 8.10 2017 est.
## 129 france 8.12 2019 est.
## 130 lithuania 8.40 2019 est.
## 131 india 8.50 2017 est.
## 132 equatorial-guinea 8.60 2014 est.
## 133 saint-pierre-and-miquelon-2 8.70 2015 est.
## 134 wallis-and-futuna 8.80 2013 est.
## 135 ukraine 8.89 2019 est.
## 136 qatar 8.90 2017 est.
## 137 suriname 8.90 2017 est.
## 138 belize 9.00 2017 est.
## 139 cabo-verde 9.00 2017 est.
## 140 greenland 9.10 2015 est.
## 141 morocco 9.23 2019 est.
## 142 cote-divoire 9.40 2013 est.
## 143 uganda 9.40 2014 est.
## 144 lebanon 9.70 2007
## 145 argentina 9.84 2019 est.
## 146 italy 9.88 2019 est.
## 147 turks-and-caicos-islands 10.00 1997 est.
## 148 bahamas-the 10.10 2017 est.
## 149 barbados 10.10 2017 est.
## 150 mauritania 10.20 2017 est.
## 151 tanzania 10.30 2014 est.
## 152 virgin-islands 10.40 2017 est.
## 153 colombia 10.50 2019 est.
## 154 puerto-rico 10.80 2017 est.
## 155 antigua-and-barbuda 11.00 2014 est.
## 156 turkmenistan 11.00 2014 est.
## 157 guyana 11.10 2013
## 158 northern-mariana-islands 11.20 2010 est.
## 159 zimbabwe 11.30 2014 est.
## 160 algeria 11.70 2017 est.
## 161 georgia 11.80 2016 est.
## 162 iran 11.80 2017 est.
## 163 ghana 11.90 2015 est.
## 164 brazil 11.93 2019 est.
## 165 niue 12.00 2001
## 166 sint-maarten 12.00 2012 est.
## 167 sao-tome-and-principe 12.20 2017 est.
## 168 curacao 13.00 2013 est.
## 169 cook-islands 13.10 2005
## 170 turkey 13.68 2019 est.
## 171 saint-helena-ascension-and-tristan-da-cunha 14.00 1998 est.
## 172 serbia 14.10 2017 est.
## 173 spain 14.13 2019 est.
## 174 new-caledonia 14.70 2014
## 175 sierra-leone 15.00 2017 est.
## 176 zambia 15.00 2008 est.
## 177 tunisia 15.50 2017 est.
## 178 montenegro 15.82 2019 est.
## 179 iraq 16.00 2012 est.
## 180 micronesia-federated-states-of 16.20 2010 est.
## 181 nigeria 16.50 2017 est.
## 182 greece 17.30 2019 est.
## 183 ethiopia 17.50 2012 est.
## 184 saint-vincent-and-the-grenadines 18.80 2008 est.
## 185 armenia 18.90 2017 est.
## 186 jordan 19.10 2019 est.
## 187 sudan 19.60 2017 est.
## 188 botswana 20.00 2013 est.
## 189 saint-lucia 20.00 2003 est.
## 190 malawi 20.40 2013 est.
## 191 french-polynesia 21.80 2012
## 192 dominica 23.00 2000 est.
## 193 nauru 23.00 2011 est.
## 194 afghanistan 23.90 2017 est.
## 195 grenada 24.00 2017 est.
## 196 mozambique 24.50 2017 est.
## 197 korea-north 25.60 2013 est.
## 198 yemen 27.00 2014 est.
## 199 gaza-strip 27.90 2017 est.
## 200 west-bank 27.90 2017 est.
## 201 eswatini 28.00 2014 est.
## 202 gabon 28.00 2015 est.
## 203 lesotho 28.10 2014 est.
## 204 south-africa 28.53 2019 est.
## 205 american-samoa 29.80 2005
## 206 libya 30.00 2004 est.
## 207 kosovo 30.50 2017 est.
## 208 kiribati 30.60 2010 est.
## 209 bosnia-and-herzegovina 33.28 2019 est.
## 210 namibia 34.00 2016 est.
## 211 congo-republic-of-the 36.00 2014 est.
## 212 marshall-islands 36.00 2006 est.
## 213 djibouti 40.00 2017 est.
## 214 kenya 40.00 2013 est.
## 215 haiti 40.60 2010 est.
## 216 senegal 48.00 2007 est.
## 217 syria 50.00 2017 est.
## 218 burkina-faso 77.00 2004
## ranking region
## 1 1 Australia - Oceania
## 2 2 East Asia/Southeast Asia
## 3 3 Africa
## 4 4 East Asia/Southeast Asia
## 5 5 Europe
## 6 6 Europe
## 7 7 East Asia/Southeast Asia
## 8 8 Africa
## 9 9 South America
## 10 10 Europe
## 11 11 Europe
## 12 12 Middle East
## 13 13 Australia - Oceania
## 14 14 Europe
## 15 15 Middle East
## 16 16 Australia - Oceania
## 17 17 Australia - Oceania
## 18 18 Africa
## 19 19 East Asia/Southeast Asia
## 20 20 Europe
## 21 21 Australia - Oceania
## 22 22 Europe
## 23 23 East Asia/Southeast Asia
## 24 24 Central America
## 25 25 Europe
## 26 26 East Asia/Southeast Asia
## 27 27 Europe
## 28 28 Central Asia
## 29 29 East Asia/Southeast Asia
## 30 30 Central America
## 31 31 Africa
## 32 32 Africa
## 33 33 Europe
## 34 34 Africa
## 35 35 Central America
## 36 36 South Asia
## 37 37 East Asia/Southeast Asia
## 38 38 South Asia
## 39 39 Africa
## 40 40 Europe
## 41 41 Europe
## 42 42 East Asia/Southeast Asia
## 43 43 Europe
## 44 44 Central Asia
## 45 45 South Asia
## 46 46 East Asia/Southeast Asia
## 47 47 Europe
## 48 48 Europe
## 49 49 North America
## 50 50 Middle East
## 51 51 Europe
## 52 52 East Asia/Southeast Asia
## 53 53 Europe
## 54 54 Europe
## 55 55 East Asia/Southeast Asia
## 56 56 East Asia/Southeast Asia
## 57 57 North America
## 58 58 South America
## 59 59 East Asia/Southeast Asia
## 60 60 Central America
## 61 61 Europe
## 62 62 Australia - Oceania
## 63 63 Africa
## 64 64 South Asia
## 65 65 Middle East
## 66 66 East Asia/Southeast Asia
## 67 67 Australia - Oceania
## 68 68 Australia - Oceania
## 69 69 Central America
## 70 70 Central Asia
## 71 71 Central Asia
## 72 72 South Asia
## 73 73 Central America
## 74 74 Europe
## 75 75 Europe
## 76 76 Europe
## 77 77 Europe
## 78 78 Europe
## 79 79 Middle East
## 80 80 Central Asia
## 81 81 Central America
## 82 82 East Asia/Southeast Asia
## 83 83 Australia - Oceania
## 84 84 Australia - Oceania
## 85 85 East Asia/Southeast Asia
## 86 86 Europe
## 87 87 Europe
## 88 88 Europe
## 89 89 Central America
## 90 90 Central America
## 91 91 Europe
## 92 92 North America
## 93 93 South America
## 94 94 South America
## 95 95 Africa
## 96 96 Europe
## 97 97 South Asia
## 98 98 Middle East
## 99 99 Central America
## 100 100 Europe
## 101 101 Central America
## 102 102 Africa
## 103 103 Europe
## 104 104 South America
## 105 105 Africa
## 106 106 Europe
## 107 107 Africa
## 108 108 Europe
## 109 109 East Asia/Southeast Asia
## 110 110 Africa
## 111 111 Africa
## 112 112 South America
## 113 113 North America
## 114 114 Central America
## 115 115 Europe
## 116 116 South America
## 117 117 Europe
## 118 118 South America
## 119 119 Europe
## 120 120 Central America
## 121 121 Central America
## 122 122 Africa
## 123 123 Africa
## 124 124 Central America
## 125 125 East Asia/Southeast Asia
## 126 126 Europe
## 127 127 Central America
## 128 128 Europe
## 129 129 Europe
## 130 130 Europe
## 131 131 South Asia
## 132 132 Africa
## 133 133 North America
## 134 134 Australia - Oceania
## 135 135 Europe
## 136 136 Middle East
## 137 137 South America
## 138 138 Central America
## 139 139 Africa
## 140 140 North America
## 141 141 Africa
## 142 142 Africa
## 143 143 Africa
## 144 144 Middle East
## 145 145 South America
## 146 146 Europe
## 147 147 Central America
## 148 148 Central America
## 149 149 Central America
## 150 150 Africa
## 151 151 Africa
## 152 152 Central America
## 153 153 South America
## 154 154 Central America
## 155 155 Central America
## 156 156 Central Asia
## 157 157 South America
## 158 158 Australia - Oceania
## 159 159 Africa
## 160 160 Africa
## 161 161 Middle East
## 162 162 Middle East
## 163 163 Africa
## 164 164 South America
## 165 165 Australia - Oceania
## 166 166 Central America
## 167 167 Africa
## 168 168 Central America
## 169 169 Australia - Oceania
## 170 170 Middle East
## 171 171 Africa
## 172 172 Europe
## 173 173 Europe
## 174 174 Australia - Oceania
## 175 175 Africa
## 176 176 Africa
## 177 177 Africa
## 178 178 Europe
## 179 179 Middle East
## 180 180 Australia - Oceania
## 181 181 Africa
## 182 183 Europe
## 183 184 Africa
## 184 185 Central America
## 185 186 Middle East
## 186 187 Middle East
## 187 188 Africa
## 188 189 Africa
## 189 190 Central America
## 190 191 Africa
## 191 192 Australia - Oceania
## 192 193 Central America
## 193 194 Australia - Oceania
## 194 195 South Asia
## 195 196 Central America
## 196 197 Africa
## 197 198 East Asia/Southeast Asia
## 198 199 Middle East
## 199 200 Middle East
## 200 201 Middle East
## 201 202 Africa
## 202 203 Africa
## 203 204 Africa
## 204 205 Africa
## 205 206 Australia - Oceania
## 206 207 Africa
## 207 208 Europe
## 208 209 Australia - Oceania
## 209 210 Europe
## 210 211 Africa
## 211 212 Africa
## 212 213 Australia - Oceania
## 213 214 Africa
## 214 215 Africa
## 215 216 Central America
## 216 217 Africa
## 217 218 Middle East
## 218 219 Africa