Atividade 5 - Boxplot
Marcelle Vieira
19/09/2019
Base de dados Pokemon
load("C:/Users/marce/OneDrive/Documentos/RStudio/Base_de_dados-master/Base_de_dados-master/df_pokemon.RData")
View(df)
Tabela com as relações:
- Pesos Vs Tipos:
tabela <- table(df$type_1, df$height)
tabela##
## 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
## bug 1 1 11 2 6 5 3 5 1 7 3 7 0 2 5 1 0 1 1 0 0
## dark 0 0 0 2 5 2 1 1 2 2 3 2 0 2 2 2 0 1 0 0 0
## dragon 0 0 1 0 0 2 1 1 0 1 2 0 0 2 1 1 0 2 1 2 0
## electric 0 2 3 5 3 3 0 4 1 2 1 3 0 2 2 2 0 1 1 0 1
## fairy 1 2 2 1 0 3 0 2 0 1 1 0 1 1 1 0 0 0 0 0 0
## fighting 0 0 0 0 1 3 2 2 1 2 0 2 2 5 2 1 0 0 0 0 1
## fire 0 0 0 2 4 5 5 1 4 4 2 2 2 1 2 2 4 0 3 1 1
## flying 0 0 0 0 1 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0
## ghost 0 0 1 3 1 2 1 1 2 2 1 1 1 0 2 2 1 0 0 0 0
## grass 0 3 3 8 5 5 4 4 4 8 3 3 2 1 0 1 3 1 0 5 0
## ground 0 1 1 1 2 1 5 1 0 5 3 0 0 0 3 0 0 0 1 3 0
## ice 0 0 0 3 1 0 1 2 1 1 4 0 2 2 1 0 1 1 0 1 0
## normal 0 1 11 7 8 10 3 5 2 7 6 10 1 4 6 2 1 3 1 1 1
## poison 0 0 0 3 2 2 1 3 2 1 0 2 3 1 0 1 1 2 1 1 0
## psychic 0 2 5 5 2 7 2 1 4 3 1 0 3 1 4 3 1 0 0 1 0
## rock 0 0 1 3 5 1 1 1 2 5 0 3 4 3 2 1 2 1 1 1 0
## steel 0 1 2 1 1 4 0 2 1 0 0 1 1 0 0 1 2 0 1 0 2
## water 0 0 4 10 8 11 3 7 5 7 6 9 5 2 6 3 4 3 0 3 1
##
## 22 23 24 25 26 27 28 29 30 32 33 35 37 38 40 42 45 50 52 54 58
## bug 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## dragon 1 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## grass 2 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## ground 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## ice 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0
## poison 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## rock 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## water 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0
##
## 62 65 70 88 92 145
## bug 0 0 0 0 0 0
## dark 0 0 0 0 0 0
## dragon 0 0 1 0 0 0
## electric 0 0 0 0 0 0
## fairy 0 0 0 0 0 0
## fighting 0 0 0 0 0 0
## fire 0 0 0 0 0 0
## flying 0 0 0 0 0 0
## ghost 0 0 0 0 0 0
## grass 0 0 0 0 0 0
## ground 0 0 0 0 0 0
## ice 0 0 0 0 0 0
## normal 0 0 0 0 0 0
## poison 0 0 0 0 0 0
## psychic 0 0 0 0 0 0
## rock 0 0 0 1 0 0
## steel 0 0 0 0 1 0
## water 1 1 0 0 0 1- Altura Vs Tipos:
tabela <- table(df$type_1, df$weight)
tabela##
## 1 3 5 6 8 9 10 11 12 14 15 17 18 19 20 21 22 23 25 26 28 29 30
## bug 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 2 0 0 1 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## electric 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0
## fairy 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 2 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0
## grass 0 0 1 1 0 0 2 0 1 0 0 0 1 0 1 1 0 0 1 0 0 0 1
## ground 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 1 0 1 0 1 0 0 1 1 1 3 1 0 1 0 0 0 0 0
## poison 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 3 0 1 0 0 2 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1
## water 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0
##
## 31 32 33 34 35 36 39 40 41 42 44 45 50 52 53 54 55 57 58 59 60
## bug 0 1 0 1 0 2 0 0 0 0 0 0 0 0 1 1 2 0 0 1 0
## dark 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 1 0 0 2 0 0 1 0 0 0 0 0 0 0 3
## fairy 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0
## grass 0 0 1 0 0 0 0 2 0 0 0 1 1 0 0 1 0 0 1 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1
## normal 0 0 0 0 1 0 1 1 1 1 0 0 2 0 0 0 2 0 1 0 1
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 1 0 0 2 0 0 0 0 2 0 0 0 0 0 1 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## water 1 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1 0 0 1 0
##
## 62 63 64 65 66 69 70 72 73 74 75 76 77 78 79 80 81 83 84 85 86
## bug 0 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 1 1 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0
## fire 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0
## ghost 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 2 0 2 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1
## ground 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## ice 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## normal 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## poison 0 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0
## rock 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 1 0 1 0 0 2 0 0 1 0 1 0 0 0 1 0 1 0 2 0
##
## 87 88 90 93 94 95 99 100 101 102 103 104 105 108 109 110 112
## bug 0 0 0 0 0 0 1 2 0 0 0 0 0 1 0 0 0
## dark 0 0 1 0 0 0 0 0 1 1 0 0 0 1 0 1 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## fire 0 0 0 0 1 0 2 0 0 0 0 0 0 0 0 1 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 1 1 0 0 0 0 0 1 0 0 2 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0
## poison 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0
## psychic 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## rock 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 1 0 1 0 0 2 0 1 0 0 0 0 0 0 1 0 0
##
## 115 116 118 120 124 125 130 133 135 136 140 143 145 147 150 152
## bug 1 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0
## dark 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 2 1 0 0 0 0 0 0 0 2 0
## grass 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0
## ground 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 1 1 0 1 0 0 0 0 0 0 1 0 0 1 2 0
## poison 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 1 0 0 0 2 0 0 0 1 0
## rock 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0
## steel 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 1 0 0 2 1 0 0 0 1 0 0 0 0 0 1 0
##
## 153 155 158 160 163 165 168 170 173 175 177 180 185 186 188 190
## bug 0 0 0 0 0 0 0 1 0 0 2 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 3
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 1 1 1 1 0 0 0 0 0 0 0 0 1 1 0
## ground 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0
## normal 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0
##
## 192 195 196 198 199 200 201 202 203 205 206 208 210 212 214 215
## bug 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 1
## fire 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 1 0 1 0 1 0 0 1 0 0 0 0 1 0 0
## poison 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## psychic 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## water 0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0
##
## 216 220 225 226 230 233 234 235 236 238 240 242 244 245 249 250
## bug 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0
## fairy 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0
## poison 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 0 2 1 1 0 1 0 1 0 1 1 0 1 0 2
##
## 252 253 255 259 260 265 266 270 273 280 284 285 288 290 295 298
## bug 0 1 1 0 0 0 0 0 0 0 1 0 1 0 2 0
## dark 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 1 0 0 0 0 1 0 2 0 0 0 1 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## ice 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0
## rock 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 0 0 0 0 0 0 1 0 2 0 2 0 2 1 0
##
## 299 300 305 306 310 315 316 320 324 325 326 328 330 333 334 335
## bug 0 1 0 0 0 0 1 1 0 0 0 0 2 0 0 1
## dark 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0
## fire 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 1 0 0 1 1 0 1 0 3 1 0 0 1 0 0
## poison 0 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0
## rock 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 1 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1
##
## 339 340 343 345 346 350 353 355 356 360 365 370 375 380 385 390
## bug 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0
## dark 0 1 0 0 0 1 0 0 0 0 0 1 1 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## fighting 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 1 0 0 1 0 0 0 0 0 1 0 0 1 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## psychic 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1
##
## 392 395 400 402 403 404 405 406 408 410 415 420 421 424 425 438
## bug 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0
## electric 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0
## fairy 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## grass 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0
## ice 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0
## normal 1 1 0 0 1 0 1 0 1 1 1 0 0 1 0 1
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
##
## 440 444 445 450 455 460 465 468 470 480 484 485 487 495 498 500
## bug 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0
## fire 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0
## poison 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0
##
## 502 505 510 513 515 520 522 525 526 530 540 545 550 554 555 558
## bug 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0
## dark 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 1 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0
## fire 0 0 0 0 0 1 0 0 0 0 0 0 2 0 1 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1
## normal 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## poison 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0
## psychic 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0
## water 0 0 0 0 0 0 0 1 0 0 1 0 2 0 0 0
##
## 560 565 570 575 580 585 590 596 600 604 605 608 610 615 620 630
## bug 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1
## ground 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0
## poison 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0
## psychic 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0
## rock 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0
## water 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0
##
## 648 650 655 666 680 682 700 705 710 712 715 720 750 755 756 765
## bug 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## fire 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1
## grass 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ground 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0
## poison 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0
## rock 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0
##
## 766 774 785 795 800 804 805 810 811 815 819 820 825 840 845 850
## bug 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## dark 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0
## poison 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## water 1 0 1 1 1 0 0 1 0 0 1 0 0 0 1 0
##
## 852 855 856 864 870 876 884 888 900 905 910 920 925 929 946 950
## bug 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## ice 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## normal 1 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 1 0 0 0 0 0 2 1 0 0 0 0 0 1 0
##
## 952 960 963 970 995 1000 1005 1020 1025 1026 1050 1055 1066
## bug 0 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 1 0 1 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0 1
## grass 0 0 0 1 0 2 1 0 0 0 0 0 0
## ground 0 0 1 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 1 0 0 0 0 0 0 0 0
## normal 0 0 0 0 0 0 0 0 0 0 1 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 1 0 1 0 0 0 1 1 0 1 0 0
## steel 1 0 0 0 0 0 0 0 0 0 0 0 0
## water 0 0 0 0 0 0 0 0 0 0 0 0 0
##
## 1073 1080 1100 1105 1150 1180 1200 1220 1258 1286 1300 1305
## bug 0 0 0 0 0 1 0 0 1 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 1 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 1 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 1 0 0 0 0 0 0 0 0 0 0
## grass 0 0 1 0 0 0 1 0 0 1 0 0
## ground 0 1 0 0 1 0 2 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 0 0 0 0 1 0 0 1
## poison 1 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 1 0 0 0 0
## rock 0 0 0 0 0 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 1 0 0 0 0 0
## water 0 0 0 0 0 0 1 0 0 0 1 0
##
## 1325 1350 1355 1360 1386 1390 1400 1480 1495 1500 1505 1506
## bug 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 1 0 0 0 0 1 0
## electric 0 0 0 0 1 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 1 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 1 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 1 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 1 0 0 0 1
## normal 0 0 0 0 0 0 1 0 0 0 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 0 0 0 0 1 0 0 0
## steel 0 0 0 0 0 0 0 0 0 0 0 0
## water 1 1 0 0 0 0 0 0 0 0 0 0
##
## 1520 1540 1550 1600 1620 1680 1750 1780 1800 1870 1980 1990
## bug 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 1 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 1 1 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 1 0 0 0 0 0 0 0 1 1
## flying 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 1 0 0 0 0 0
## normal 0 0 0 0 0 0 0 0 0 0 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0
## rock 1 1 0 0 0 1 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 0 0 1 0 0
## water 1 0 0 0 1 0 0 0 0 1 0 0
##
## 2000 2005 2020 2025 2030 2050 2065 2100 2150 2160 2200 2250
## bug 1 1 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 1 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 1 1 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 1 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 1 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0
## grass 1 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 0 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0
## normal 0 0 0 0 0 0 0 0 0 0 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 1 0 0
## rock 0 0 1 0 0 0 0 1 0 0 0 1
## steel 0 0 0 1 0 1 0 0 0 0 0 0
## water 0 0 0 0 0 0 0 0 0 0 2 0
##
## 2300 2350 2500 2538 2565 2600 2700 2828 2910 3000 3050 3100
## bug 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 0 0 0 0 0 0 0 0 0 1 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 1 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 0
## flying 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 0 0 0 0 1
## ground 0 0 0 0 0 0 0 1 0 1 0 0
## ice 0 0 0 0 1 1 0 0 1 0 0 0
## normal 0 0 0 0 0 0 0 0 0 0 0 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0
## rock 1 0 0 0 0 2 1 0 0 1 0 0
## steel 0 0 1 0 0 0 0 0 0 0 0 0
## water 0 1 0 0 0 0 0 0 0 0 0 0
##
## 3200 3250 3300 3360 3400 3450 3520 3600 3980 4000 4200 4300
## bug 0 0 0 0 0 0 0 0 0 0 0 0
## dark 0 0 0 0 0 0 0 0 0 0 0 0
## dragon 0 1 1 0 0 1 0 0 0 0 0 0
## electric 0 0 0 0 0 0 0 0 0 0 0 0
## fairy 0 0 0 0 0 0 0 0 0 0 0 0
## fighting 0 0 0 0 0 0 0 0 0 0 0 0
## fire 0 0 0 0 0 0 0 0 0 0 0 1
## flying 0 0 0 0 0 0 0 0 0 0 0 0
## ghost 0 0 0 0 0 0 0 0 0 0 0 0
## grass 0 0 0 0 0 0 0 0 0 0 0 0
## ground 0 0 1 0 0 0 0 0 0 0 0 0
## ice 0 0 0 0 0 0 0 0 0 0 0 0
## normal 1 0 0 0 0 0 0 0 0 0 1 0
## poison 0 0 0 0 0 0 0 0 0 0 0 0
## psychic 0 0 0 0 0 0 0 0 0 0 0 0
## rock 0 0 0 0 1 0 0 0 0 0 0 0
## steel 0 0 0 0 0 0 0 1 0 1 0 0
## water 0 0 0 1 0 0 1 0 1 0 0 0
##
## 4600 5050 5500 6830 7500 9500
## bug 0 0 0 0 0 0
## dark 0 0 0 0 0 0
## dragon 0 0 0 0 0 0
## electric 0 0 0 0 0 0
## fairy 0 0 0 0 0 0
## fighting 0 0 0 0 0 0
## fire 0 0 0 0 0 0
## flying 0 0 0 0 0 0
## ghost 0 0 0 0 1 0
## grass 0 0 0 0 0 0
## ground 0 0 0 0 0 1
## ice 0 1 0 0 0 0
## normal 1 0 0 0 0 0
## poison 0 0 0 0 0 0
## psychic 0 0 0 0 0 0
## rock 0 0 0 0 0 0
## steel 0 0 1 1 0 0
## water 0 0 0 0 0 0Boxplot relacionando dados da tabela:
boxplot(df$weight~df$type_1,
col = c('powderblue', 'slategray2', 'mistyrose1', 'mediumturquoise' ),
main = 'Peso por Tipos',
xlab = 'Tipos', ylab = 'Peso')
boxplot(df$height~df$type_1,
col = c('violet', 'black', 'lightskyblue', 'plum4'),
main = 'Altura por Tipos',
xlab = 'Tipos', ylab = 'Altura')
Conclusão:
- Com a análise dos bloxpots e da tabela, é possÃvel afirmarmos, mesmo que não mostre todos os tipos de Pokemon, que o tipo com mais altura é do tipo Water.
