O Boxplot
Brunna Botelho Esperança
22/07/2021
Passo 1
Carregar a base de dados.
load("C:/Users/BISPO - ADV/Documents/bases_curso_estatistica/Base_de_dados-master/df_pokemon.RData")
load("~/bases_curso_estatistica/Base_de_dados-master/CARROS.RData")
summary (df) id pokemon species_id height
Min. : 1.0 Length:718 Min. : 1.0 Min. : 1.00
1st Qu.:180.2 Class :character 1st Qu.:180.2 1st Qu.: 6.00
Median :359.5 Mode :character Median :359.5 Median : 10.00
Mean :359.5 Mean :359.5 Mean : 11.41
3rd Qu.:538.8 3rd Qu.:538.8 3rd Qu.: 14.00
Max. :718.0 Max. :718.0 Max. :145.00
weight base_experience type_1 type_2
Min. : 1.0 Min. : 36.00 Length:718 Length:718
1st Qu.: 95.0 1st Qu.: 65.25 Class :character Class :character
Median : 280.0 Median :147.00 Mode :character Mode :character
Mean : 568.2 Mean :141.55
3rd Qu.: 609.5 3rd Qu.:177.00
Max. :9500.0 Max. :608.00
attack defense hp special_attack
Min. : 5.00 Min. : 5.00 Min. : 1.00 Min. : 10.00
1st Qu.: 53.00 1st Qu.: 50.00 1st Qu.: 50.00 1st Qu.: 45.00
Median : 73.00 Median : 65.00 Median : 65.00 Median : 65.00
Mean : 74.85 Mean : 70.67 Mean : 68.37 Mean : 68.47
3rd Qu.: 95.00 3rd Qu.: 85.00 3rd Qu.: 80.00 3rd Qu.: 90.00
Max. :165.00 Max. :230.00 Max. :255.00 Max. :154.00
special_defense speed color_1 color_2
Min. : 20.00 Min. : 5.00 Length:718 Length:718
1st Qu.: 50.00 1st Qu.: 45.00 Class :character Class :character
Median : 65.00 Median : 65.00 Mode :character Mode :character
Mean : 69.09 Mean : 65.72
3rd Qu.: 85.00 3rd Qu.: 85.00
Max. :230.00 Max. :160.00
color_f egg_group_1 egg_group_2 url_image
Length:718 Length:718 Length:718 Length:718
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
x y
Min. :-49.152 Min. :-45.793
1st Qu.:-17.695 1st Qu.:-17.293
Median : 0.705 Median : -0.628
Mean : 0.000 Mean : 0.000
3rd Qu.: 15.905 3rd Qu.: 18.155
Max. : 53.142 Max. : 46.593 summary (CARROS) Kmporlitro Cilindros Preco HP
Min. :10.40 Min. :4.000 Min. : 71.1 Min. : 52.0
1st Qu.:15.43 1st Qu.:4.000 1st Qu.:120.8 1st Qu.: 96.5
Median :19.20 Median :6.000 Median :196.3 Median :123.0
Mean :20.09 Mean :6.188 Mean :230.7 Mean :146.7
3rd Qu.:22.80 3rd Qu.:8.000 3rd Qu.:326.0 3rd Qu.:180.0
Max. :33.90 Max. :8.000 Max. :472.0 Max. :335.0
Amperagem_circ_eletrico Peso RPM Tipodecombustivel
Min. :2.760 Min. :1.513 Min. :14.50 Min. :0.0000
1st Qu.:3.080 1st Qu.:2.581 1st Qu.:16.89 1st Qu.:0.0000
Median :3.695 Median :3.325 Median :17.71 Median :0.0000
Mean :3.597 Mean :3.217 Mean :17.85 Mean :0.4375
3rd Qu.:3.920 3rd Qu.:3.610 3rd Qu.:18.90 3rd Qu.:1.0000
Max. :4.930 Max. :5.424 Max. :22.90 Max. :1.0000
TipodeMarcha NumdeMarchas NumdeValvulas
Min. :0.0000 Min. :3.000 Min. :1.000
1st Qu.:0.0000 1st Qu.:3.000 1st Qu.:2.000
Median :0.0000 Median :4.000 Median :2.000
Mean :0.4062 Mean :3.688 Mean :2.812
3rd Qu.:1.0000 3rd Qu.:4.000 3rd Qu.:4.000
Max. :1.0000 Max. :5.000 Max. :8.000 Passo 2
Estatísticas básicas sobre as variáveis de interesse.
summary (df$attack) Min. 1st Qu. Median Mean 3rd Qu. Max.
5.00 53.00 73.00 74.85 95.00 165.00 summary (df$defense) Min. 1st Qu. Median Mean 3rd Qu. Max.
5.00 50.00 65.00 70.67 85.00 230.00 summary (df$base_experience) Min. 1st Qu. Median Mean 3rd Qu. Max.
36.00 65.25 147.00 141.55 177.00 608.00 Passo 3
O Boxplot
boxplot(df$attack, col= "green",main= "Gráfico 1 - Boxplot do ataque do Pokemon")
boxplot(df$height, col= "pink",main= "Gráfico 2 - Boxplot da altura do Pokemon")
boxplot(df$base_experience, col= "purple",main= "Gráfico 3 - Boxplot da experiência do Pokemon")
Nos três boxplots há a existência de outliers.