Esta instrução faz uso do pacote de extensão ao ggplot2 (Wichkam, 2016), chamado ggiraph (Gohel e Skintzos, 2022), que permite adicionar um conteúdo dinâmico a um plot (gerado em html).
Ou seja, “O pacote ggiraph permite que os usuários do R tornem o ggplot interativo. O pacote é um htmlwidget.”(traduzido de <https://exts.ggplot2.tidyverse.org/ggiraph.html>).
No exemplo a seguir, fazemos uso do dataset mtcars para exemplificar. Experimente passar o mouse sobre cada ponto para identificar o modelo do carro.
Agora farei um exemplo de outra extensão ggplot2 que gera gráficos de radar com maiores detalhes gráficos. O post fonte é de Jim (2021) (<https://datasciencetut.com/how-to-create-radar-plot-in-r/>) e pecisaremos usar o pacote ggrdar.
Customizar as cores do gráfico de radar no ggplot2
Agora vou passar os códigos de cores específicas para cada grupo, em lcols e group.colours = lcols, e lcols <- c("#00008b", "#5CB85C", "#8B0000"). Veja que alterei a linha do grid para contínua em gridline.min.linetype = 1:
Exemplos do Matt Dancho disponível em: <https://learn.business-science.io/r-tips-newsletter>.
Código
suppressMessages(suppressWarnings(library(ggradar)))suppressMessages(suppressWarnings(library(tidyverse)))suppressMessages(suppressWarnings(library(tidyquant)))suppressMessages(suppressWarnings(library(scales))) suppressMessages(suppressWarnings(library(corrr)))# DATA ----knitr::kable(mpg)
manufacturer
model
displ
year
cyl
trans
drv
cty
hwy
fl
class
audi
a4
1.8
1999
4
auto(l5)
f
18
29
p
compact
audi
a4
1.8
1999
4
manual(m5)
f
21
29
p
compact
audi
a4
2.0
2008
4
manual(m6)
f
20
31
p
compact
audi
a4
2.0
2008
4
auto(av)
f
21
30
p
compact
audi
a4
2.8
1999
6
auto(l5)
f
16
26
p
compact
audi
a4
2.8
1999
6
manual(m5)
f
18
26
p
compact
audi
a4
3.1
2008
6
auto(av)
f
18
27
p
compact
audi
a4 quattro
1.8
1999
4
manual(m5)
4
18
26
p
compact
audi
a4 quattro
1.8
1999
4
auto(l5)
4
16
25
p
compact
audi
a4 quattro
2.0
2008
4
manual(m6)
4
20
28
p
compact
audi
a4 quattro
2.0
2008
4
auto(s6)
4
19
27
p
compact
audi
a4 quattro
2.8
1999
6
auto(l5)
4
15
25
p
compact
audi
a4 quattro
2.8
1999
6
manual(m5)
4
17
25
p
compact
audi
a4 quattro
3.1
2008
6
auto(s6)
4
17
25
p
compact
audi
a4 quattro
3.1
2008
6
manual(m6)
4
15
25
p
compact
audi
a6 quattro
2.8
1999
6
auto(l5)
4
15
24
p
midsize
audi
a6 quattro
3.1
2008
6
auto(s6)
4
17
25
p
midsize
audi
a6 quattro
4.2
2008
8
auto(s6)
4
16
23
p
midsize
chevrolet
c1500 suburban 2wd
5.3
2008
8
auto(l4)
r
14
20
r
suv
chevrolet
c1500 suburban 2wd
5.3
2008
8
auto(l4)
r
11
15
e
suv
chevrolet
c1500 suburban 2wd
5.3
2008
8
auto(l4)
r
14
20
r
suv
chevrolet
c1500 suburban 2wd
5.7
1999
8
auto(l4)
r
13
17
r
suv
chevrolet
c1500 suburban 2wd
6.0
2008
8
auto(l4)
r
12
17
r
suv
chevrolet
corvette
5.7
1999
8
manual(m6)
r
16
26
p
2seater
chevrolet
corvette
5.7
1999
8
auto(l4)
r
15
23
p
2seater
chevrolet
corvette
6.2
2008
8
manual(m6)
r
16
26
p
2seater
chevrolet
corvette
6.2
2008
8
auto(s6)
r
15
25
p
2seater
chevrolet
corvette
7.0
2008
8
manual(m6)
r
15
24
p
2seater
chevrolet
k1500 tahoe 4wd
5.3
2008
8
auto(l4)
4
14
19
r
suv
chevrolet
k1500 tahoe 4wd
5.3
2008
8
auto(l4)
4
11
14
e
suv
chevrolet
k1500 tahoe 4wd
5.7
1999
8
auto(l4)
4
11
15
r
suv
chevrolet
k1500 tahoe 4wd
6.5
1999
8
auto(l4)
4
14
17
d
suv
chevrolet
malibu
2.4
1999
4
auto(l4)
f
19
27
r
midsize
chevrolet
malibu
2.4
2008
4
auto(l4)
f
22
30
r
midsize
chevrolet
malibu
3.1
1999
6
auto(l4)
f
18
26
r
midsize
chevrolet
malibu
3.5
2008
6
auto(l4)
f
18
29
r
midsize
chevrolet
malibu
3.6
2008
6
auto(s6)
f
17
26
r
midsize
dodge
caravan 2wd
2.4
1999
4
auto(l3)
f
18
24
r
minivan
dodge
caravan 2wd
3.0
1999
6
auto(l4)
f
17
24
r
minivan
dodge
caravan 2wd
3.3
1999
6
auto(l4)
f
16
22
r
minivan
dodge
caravan 2wd
3.3
1999
6
auto(l4)
f
16
22
r
minivan
dodge
caravan 2wd
3.3
2008
6
auto(l4)
f
17
24
r
minivan
dodge
caravan 2wd
3.3
2008
6
auto(l4)
f
17
24
r
minivan
dodge
caravan 2wd
3.3
2008
6
auto(l4)
f
11
17
e
minivan
dodge
caravan 2wd
3.8
1999
6
auto(l4)
f
15
22
r
minivan
dodge
caravan 2wd
3.8
1999
6
auto(l4)
f
15
21
r
minivan
dodge
caravan 2wd
3.8
2008
6
auto(l6)
f
16
23
r
minivan
dodge
caravan 2wd
4.0
2008
6
auto(l6)
f
16
23
r
minivan
dodge
dakota pickup 4wd
3.7
2008
6
manual(m6)
4
15
19
r
pickup
dodge
dakota pickup 4wd
3.7
2008
6
auto(l4)
4
14
18
r
pickup
dodge
dakota pickup 4wd
3.9
1999
6
auto(l4)
4
13
17
r
pickup
dodge
dakota pickup 4wd
3.9
1999
6
manual(m5)
4
14
17
r
pickup
dodge
dakota pickup 4wd
4.7
2008
8
auto(l5)
4
14
19
r
pickup
dodge
dakota pickup 4wd
4.7
2008
8
auto(l5)
4
14
19
r
pickup
dodge
dakota pickup 4wd
4.7
2008
8
auto(l5)
4
9
12
e
pickup
dodge
dakota pickup 4wd
5.2
1999
8
manual(m5)
4
11
17
r
pickup
dodge
dakota pickup 4wd
5.2
1999
8
auto(l4)
4
11
15
r
pickup
dodge
durango 4wd
3.9
1999
6
auto(l4)
4
13
17
r
suv
dodge
durango 4wd
4.7
2008
8
auto(l5)
4
13
17
r
suv
dodge
durango 4wd
4.7
2008
8
auto(l5)
4
9
12
e
suv
dodge
durango 4wd
4.7
2008
8
auto(l5)
4
13
17
r
suv
dodge
durango 4wd
5.2
1999
8
auto(l4)
4
11
16
r
suv
dodge
durango 4wd
5.7
2008
8
auto(l5)
4
13
18
r
suv
dodge
durango 4wd
5.9
1999
8
auto(l4)
4
11
15
r
suv
dodge
ram 1500 pickup 4wd
4.7
2008
8
manual(m6)
4
12
16
r
pickup
dodge
ram 1500 pickup 4wd
4.7
2008
8
auto(l5)
4
9
12
e
pickup
dodge
ram 1500 pickup 4wd
4.7
2008
8
auto(l5)
4
13
17
r
pickup
dodge
ram 1500 pickup 4wd
4.7
2008
8
auto(l5)
4
13
17
r
pickup
dodge
ram 1500 pickup 4wd
4.7
2008
8
manual(m6)
4
12
16
r
pickup
dodge
ram 1500 pickup 4wd
4.7
2008
8
manual(m6)
4
9
12
e
pickup
dodge
ram 1500 pickup 4wd
5.2
1999
8
auto(l4)
4
11
15
r
pickup
dodge
ram 1500 pickup 4wd
5.2
1999
8
manual(m5)
4
11
16
r
pickup
dodge
ram 1500 pickup 4wd
5.7
2008
8
auto(l5)
4
13
17
r
pickup
dodge
ram 1500 pickup 4wd
5.9
1999
8
auto(l4)
4
11
15
r
pickup
ford
expedition 2wd
4.6
1999
8
auto(l4)
r
11
17
r
suv
ford
expedition 2wd
5.4
1999
8
auto(l4)
r
11
17
r
suv
ford
expedition 2wd
5.4
2008
8
auto(l6)
r
12
18
r
suv
ford
explorer 4wd
4.0
1999
6
auto(l5)
4
14
17
r
suv
ford
explorer 4wd
4.0
1999
6
manual(m5)
4
15
19
r
suv
ford
explorer 4wd
4.0
1999
6
auto(l5)
4
14
17
r
suv
ford
explorer 4wd
4.0
2008
6
auto(l5)
4
13
19
r
suv
ford
explorer 4wd
4.6
2008
8
auto(l6)
4
13
19
r
suv
ford
explorer 4wd
5.0
1999
8
auto(l4)
4
13
17
r
suv
ford
f150 pickup 4wd
4.2
1999
6
auto(l4)
4
14
17
r
pickup
ford
f150 pickup 4wd
4.2
1999
6
manual(m5)
4
14
17
r
pickup
ford
f150 pickup 4wd
4.6
1999
8
manual(m5)
4
13
16
r
pickup
ford
f150 pickup 4wd
4.6
1999
8
auto(l4)
4
13
16
r
pickup
ford
f150 pickup 4wd
4.6
2008
8
auto(l4)
4
13
17
r
pickup
ford
f150 pickup 4wd
5.4
1999
8
auto(l4)
4
11
15
r
pickup
ford
f150 pickup 4wd
5.4
2008
8
auto(l4)
4
13
17
r
pickup
ford
mustang
3.8
1999
6
manual(m5)
r
18
26
r
subcompact
ford
mustang
3.8
1999
6
auto(l4)
r
18
25
r
subcompact
ford
mustang
4.0
2008
6
manual(m5)
r
17
26
r
subcompact
ford
mustang
4.0
2008
6
auto(l5)
r
16
24
r
subcompact
ford
mustang
4.6
1999
8
auto(l4)
r
15
21
r
subcompact
ford
mustang
4.6
1999
8
manual(m5)
r
15
22
r
subcompact
ford
mustang
4.6
2008
8
manual(m5)
r
15
23
r
subcompact
ford
mustang
4.6
2008
8
auto(l5)
r
15
22
r
subcompact
ford
mustang
5.4
2008
8
manual(m6)
r
14
20
p
subcompact
honda
civic
1.6
1999
4
manual(m5)
f
28
33
r
subcompact
honda
civic
1.6
1999
4
auto(l4)
f
24
32
r
subcompact
honda
civic
1.6
1999
4
manual(m5)
f
25
32
r
subcompact
honda
civic
1.6
1999
4
manual(m5)
f
23
29
p
subcompact
honda
civic
1.6
1999
4
auto(l4)
f
24
32
r
subcompact
honda
civic
1.8
2008
4
manual(m5)
f
26
34
r
subcompact
honda
civic
1.8
2008
4
auto(l5)
f
25
36
r
subcompact
honda
civic
1.8
2008
4
auto(l5)
f
24
36
c
subcompact
honda
civic
2.0
2008
4
manual(m6)
f
21
29
p
subcompact
hyundai
sonata
2.4
1999
4
auto(l4)
f
18
26
r
midsize
hyundai
sonata
2.4
1999
4
manual(m5)
f
18
27
r
midsize
hyundai
sonata
2.4
2008
4
auto(l4)
f
21
30
r
midsize
hyundai
sonata
2.4
2008
4
manual(m5)
f
21
31
r
midsize
hyundai
sonata
2.5
1999
6
auto(l4)
f
18
26
r
midsize
hyundai
sonata
2.5
1999
6
manual(m5)
f
18
26
r
midsize
hyundai
sonata
3.3
2008
6
auto(l5)
f
19
28
r
midsize
hyundai
tiburon
2.0
1999
4
auto(l4)
f
19
26
r
subcompact
hyundai
tiburon
2.0
1999
4
manual(m5)
f
19
29
r
subcompact
hyundai
tiburon
2.0
2008
4
manual(m5)
f
20
28
r
subcompact
hyundai
tiburon
2.0
2008
4
auto(l4)
f
20
27
r
subcompact
hyundai
tiburon
2.7
2008
6
auto(l4)
f
17
24
r
subcompact
hyundai
tiburon
2.7
2008
6
manual(m6)
f
16
24
r
subcompact
hyundai
tiburon
2.7
2008
6
manual(m5)
f
17
24
r
subcompact
jeep
grand cherokee 4wd
3.0
2008
6
auto(l5)
4
17
22
d
suv
jeep
grand cherokee 4wd
3.7
2008
6
auto(l5)
4
15
19
r
suv
jeep
grand cherokee 4wd
4.0
1999
6
auto(l4)
4
15
20
r
suv
jeep
grand cherokee 4wd
4.7
1999
8
auto(l4)
4
14
17
r
suv
jeep
grand cherokee 4wd
4.7
2008
8
auto(l5)
4
9
12
e
suv
jeep
grand cherokee 4wd
4.7
2008
8
auto(l5)
4
14
19
r
suv
jeep
grand cherokee 4wd
5.7
2008
8
auto(l5)
4
13
18
r
suv
jeep
grand cherokee 4wd
6.1
2008
8
auto(l5)
4
11
14
p
suv
land rover
range rover
4.0
1999
8
auto(l4)
4
11
15
p
suv
land rover
range rover
4.2
2008
8
auto(s6)
4
12
18
r
suv
land rover
range rover
4.4
2008
8
auto(s6)
4
12
18
r
suv
land rover
range rover
4.6
1999
8
auto(l4)
4
11
15
p
suv
lincoln
navigator 2wd
5.4
1999
8
auto(l4)
r
11
17
r
suv
lincoln
navigator 2wd
5.4
1999
8
auto(l4)
r
11
16
p
suv
lincoln
navigator 2wd
5.4
2008
8
auto(l6)
r
12
18
r
suv
mercury
mountaineer 4wd
4.0
1999
6
auto(l5)
4
14
17
r
suv
mercury
mountaineer 4wd
4.0
2008
6
auto(l5)
4
13
19
r
suv
mercury
mountaineer 4wd
4.6
2008
8
auto(l6)
4
13
19
r
suv
mercury
mountaineer 4wd
5.0
1999
8
auto(l4)
4
13
17
r
suv
nissan
altima
2.4
1999
4
manual(m5)
f
21
29
r
compact
nissan
altima
2.4
1999
4
auto(l4)
f
19
27
r
compact
nissan
altima
2.5
2008
4
auto(av)
f
23
31
r
midsize
nissan
altima
2.5
2008
4
manual(m6)
f
23
32
r
midsize
nissan
altima
3.5
2008
6
manual(m6)
f
19
27
p
midsize
nissan
altima
3.5
2008
6
auto(av)
f
19
26
p
midsize
nissan
maxima
3.0
1999
6
auto(l4)
f
18
26
r
midsize
nissan
maxima
3.0
1999
6
manual(m5)
f
19
25
r
midsize
nissan
maxima
3.5
2008
6
auto(av)
f
19
25
p
midsize
nissan
pathfinder 4wd
3.3
1999
6
auto(l4)
4
14
17
r
suv
nissan
pathfinder 4wd
3.3
1999
6
manual(m5)
4
15
17
r
suv
nissan
pathfinder 4wd
4.0
2008
6
auto(l5)
4
14
20
p
suv
nissan
pathfinder 4wd
5.6
2008
8
auto(s5)
4
12
18
p
suv
pontiac
grand prix
3.1
1999
6
auto(l4)
f
18
26
r
midsize
pontiac
grand prix
3.8
1999
6
auto(l4)
f
16
26
p
midsize
pontiac
grand prix
3.8
1999
6
auto(l4)
f
17
27
r
midsize
pontiac
grand prix
3.8
2008
6
auto(l4)
f
18
28
r
midsize
pontiac
grand prix
5.3
2008
8
auto(s4)
f
16
25
p
midsize
subaru
forester awd
2.5
1999
4
manual(m5)
4
18
25
r
suv
subaru
forester awd
2.5
1999
4
auto(l4)
4
18
24
r
suv
subaru
forester awd
2.5
2008
4
manual(m5)
4
20
27
r
suv
subaru
forester awd
2.5
2008
4
manual(m5)
4
19
25
p
suv
subaru
forester awd
2.5
2008
4
auto(l4)
4
20
26
r
suv
subaru
forester awd
2.5
2008
4
auto(l4)
4
18
23
p
suv
subaru
impreza awd
2.2
1999
4
auto(l4)
4
21
26
r
subcompact
subaru
impreza awd
2.2
1999
4
manual(m5)
4
19
26
r
subcompact
subaru
impreza awd
2.5
1999
4
manual(m5)
4
19
26
r
subcompact
subaru
impreza awd
2.5
1999
4
auto(l4)
4
19
26
r
subcompact
subaru
impreza awd
2.5
2008
4
auto(s4)
4
20
25
p
compact
subaru
impreza awd
2.5
2008
4
auto(s4)
4
20
27
r
compact
subaru
impreza awd
2.5
2008
4
manual(m5)
4
19
25
p
compact
subaru
impreza awd
2.5
2008
4
manual(m5)
4
20
27
r
compact
toyota
4runner 4wd
2.7
1999
4
manual(m5)
4
15
20
r
suv
toyota
4runner 4wd
2.7
1999
4
auto(l4)
4
16
20
r
suv
toyota
4runner 4wd
3.4
1999
6
auto(l4)
4
15
19
r
suv
toyota
4runner 4wd
3.4
1999
6
manual(m5)
4
15
17
r
suv
toyota
4runner 4wd
4.0
2008
6
auto(l5)
4
16
20
r
suv
toyota
4runner 4wd
4.7
2008
8
auto(l5)
4
14
17
r
suv
toyota
camry
2.2
1999
4
manual(m5)
f
21
29
r
midsize
toyota
camry
2.2
1999
4
auto(l4)
f
21
27
r
midsize
toyota
camry
2.4
2008
4
manual(m5)
f
21
31
r
midsize
toyota
camry
2.4
2008
4
auto(l5)
f
21
31
r
midsize
toyota
camry
3.0
1999
6
auto(l4)
f
18
26
r
midsize
toyota
camry
3.0
1999
6
manual(m5)
f
18
26
r
midsize
toyota
camry
3.5
2008
6
auto(s6)
f
19
28
r
midsize
toyota
camry solara
2.2
1999
4
auto(l4)
f
21
27
r
compact
toyota
camry solara
2.2
1999
4
manual(m5)
f
21
29
r
compact
toyota
camry solara
2.4
2008
4
manual(m5)
f
21
31
r
compact
toyota
camry solara
2.4
2008
4
auto(s5)
f
22
31
r
compact
toyota
camry solara
3.0
1999
6
auto(l4)
f
18
26
r
compact
toyota
camry solara
3.0
1999
6
manual(m5)
f
18
26
r
compact
toyota
camry solara
3.3
2008
6
auto(s5)
f
18
27
r
compact
toyota
corolla
1.8
1999
4
auto(l3)
f
24
30
r
compact
toyota
corolla
1.8
1999
4
auto(l4)
f
24
33
r
compact
toyota
corolla
1.8
1999
4
manual(m5)
f
26
35
r
compact
toyota
corolla
1.8
2008
4
manual(m5)
f
28
37
r
compact
toyota
corolla
1.8
2008
4
auto(l4)
f
26
35
r
compact
toyota
land cruiser wagon 4wd
4.7
1999
8
auto(l4)
4
11
15
r
suv
toyota
land cruiser wagon 4wd
5.7
2008
8
auto(s6)
4
13
18
r
suv
toyota
toyota tacoma 4wd
2.7
1999
4
manual(m5)
4
15
20
r
pickup
toyota
toyota tacoma 4wd
2.7
1999
4
auto(l4)
4
16
20
r
pickup
toyota
toyota tacoma 4wd
2.7
2008
4
manual(m5)
4
17
22
r
pickup
toyota
toyota tacoma 4wd
3.4
1999
6
manual(m5)
4
15
17
r
pickup
toyota
toyota tacoma 4wd
3.4
1999
6
auto(l4)
4
15
19
r
pickup
toyota
toyota tacoma 4wd
4.0
2008
6
manual(m6)
4
15
18
r
pickup
toyota
toyota tacoma 4wd
4.0
2008
6
auto(l5)
4
16
20
r
pickup
volkswagen
gti
2.0
1999
4
manual(m5)
f
21
29
r
compact
volkswagen
gti
2.0
1999
4
auto(l4)
f
19
26
r
compact
volkswagen
gti
2.0
2008
4
manual(m6)
f
21
29
p
compact
volkswagen
gti
2.0
2008
4
auto(s6)
f
22
29
p
compact
volkswagen
gti
2.8
1999
6
manual(m5)
f
17
24
r
compact
volkswagen
jetta
1.9
1999
4
manual(m5)
f
33
44
d
compact
volkswagen
jetta
2.0
1999
4
manual(m5)
f
21
29
r
compact
volkswagen
jetta
2.0
1999
4
auto(l4)
f
19
26
r
compact
volkswagen
jetta
2.0
2008
4
auto(s6)
f
22
29
p
compact
volkswagen
jetta
2.0
2008
4
manual(m6)
f
21
29
p
compact
volkswagen
jetta
2.5
2008
5
auto(s6)
f
21
29
r
compact
volkswagen
jetta
2.5
2008
5
manual(m5)
f
21
29
r
compact
volkswagen
jetta
2.8
1999
6
auto(l4)
f
16
23
r
compact
volkswagen
jetta
2.8
1999
6
manual(m5)
f
17
24
r
compact
volkswagen
new beetle
1.9
1999
4
manual(m5)
f
35
44
d
subcompact
volkswagen
new beetle
1.9
1999
4
auto(l4)
f
29
41
d
subcompact
volkswagen
new beetle
2.0
1999
4
manual(m5)
f
21
29
r
subcompact
volkswagen
new beetle
2.0
1999
4
auto(l4)
f
19
26
r
subcompact
volkswagen
new beetle
2.5
2008
5
manual(m5)
f
20
28
r
subcompact
volkswagen
new beetle
2.5
2008
5
auto(s6)
f
20
29
r
subcompact
volkswagen
passat
1.8
1999
4
manual(m5)
f
21
29
p
midsize
volkswagen
passat
1.8
1999
4
auto(l5)
f
18
29
p
midsize
volkswagen
passat
2.0
2008
4
auto(s6)
f
19
28
p
midsize
volkswagen
passat
2.0
2008
4
manual(m6)
f
21
29
p
midsize
volkswagen
passat
2.8
1999
6
auto(l5)
f
16
26
p
midsize
volkswagen
passat
2.8
1999
6
manual(m5)
f
18
26
p
midsize
volkswagen
passat
3.6
2008
6
auto(s6)
f
17
26
p
midsize
Código
# FORMATAR ----vehicle_summary_tbl <- mpg %>%select(class, where(is_numeric), -year) %>%# Valores medianos por classe veiculargroup_by(class) %>%summarise(across(displ:hwy, .fns = median) ) %>%ungroup() %>%# Preparar para o ggradar (certifique de escalonar para 0-1)rename(group = class) %>%mutate_at(vars(-group), rescale)knitr::kable(vehicle_summary_tbl)
vehicle_summary_tbl %>%ggradar(group.colours =palette_light() %>%unname(),group.point.size =0,group.line.width =1,plot.title ="Comparação de MPG por classe de Veículo",fill =TRUE,fill.alpha =0.25 )
Código
# * Radar Facetado ----vehicle_summary_tbl %>%ggradar(group.colours =palette_light() %>%unname(),fill =TRUE,fill.alpha =0.25 ) +# Facetfacet_wrap(~ group, ncol =3) +# Themetheme_void() +scale_color_tq() +theme(strip.text =element_text(size =12,colour ="white",margin =margin(t =5, b =5) ),strip.background =element_rect(fill ="#2C3E50"),legend.position ="none",plot.margin =margin(10, 10, 10, 10) ) +# Titulolabs(title ="Comparação de MPG por classe de Veículo")
FALSE Scale for 'colour' is already present. Adding another scale for 'colour',
FALSE which will replace the existing scale.
Código
# BONUS: Quais veículo são mais similares? ----# * Pegar similaridade do veículo ----vehicle_similarity_tbl <- vehicle_summary_tbl %>%# Transporpivot_longer(cols =-1) %>%pivot_wider(names_from = group,values_from = value ) %>%# Correlacionar e Organizar corrr::correlate() %>%mutate(across(where(is.numeric), .fns =~replace_na(., 1))) %>%arrange(`2seater`)
FALSE Non-numeric variables removed from input: `name`
