ggplotlyで色と形の両方の凡例を作成する方法

Question

私はggplot2で色と形の両方の凡例を作成する方法をstackoverflowで見つけました。

state1 <- c(rep(c(rep("N", 7), rep("Y", 7)), 2)) 
year <- rep(c(2003:2009), 4) 
group1 <- c(rep("C", 14), rep("E", 14)) 
group2 <- paste(state1, group1, sep = "") 
beta <- c(0.16,0.15,0.08,0.08,0.18,0.48,0.14,0.19,0.00,0.00,0.04,0.08,0.27,0.03,0.11,0.12,0.09,0.09,0.10,0.19,0.16,0.00,0.11,0.07,0.08,0.09,0.19,0.10) 
lcl <- c(0.13,0.12,0.05,0.05,0.12,0.35,0.06,0.13,0.00,0.00,0.01,0.04,0.20,0.00,0.09,0.09,0.06,0.06,0.07,0.15,0.11,0.00,0.07,0.03,0.05,0.06,0.15,0.06) 
ucl <- c(0.20,0.20,0.13,0.14,0.27,0.61,0.28,0.27,0.00,1.00,0.16,0.16,0.36,0.82,0.14,0.15,0.13,0.13,0.15,0.23,0.21,0.00,0.15,0.14,0.12,0.12,0.23,0.16) 
data <- data.frame(state1,year,group1,group2,beta,lcl,ucl) 
pd <- position_dodge(.65) 

essai <- ggplot(data = data,aes(x= year, y = beta, colour = group2,shape = group2)) + 
geom_point(position = pd, size = 4) + 
geom_errorbar(aes(ymin = lcl, ymax = ucl), colour = "black", width = 0.5, position = pd) + 
scale_colour_manual(name = "Treatment & State", 
        labels = c("Control, Non-F", "Control, Flwr", "Exclosure, Non-F", "Exclosure, Flwr"), 
        values = c("blue", "red", "blue", "red")) + 
scale_shape_manual(name = "Treatment & State", 
       labels = c("Control, Non-F", "Control, Flwr", "Exclosure, Non-F", "Exclosure, Flwr"), 
       values = c(19, 19, 17, 17)) 
essai 

しかし、私はそれはggplotly、伝説が複製され、ラベルが表示されていることを確認しようとすると...

library(ggplotly) 
ggplotly(essai) 

をいただき、ありがとうございます。この例では、完璧な作品ヘルプ

Answer 1

あなたはusiを考えましたか？これを行うにはplot_ly（）関数を使用しますか？これを正しく読んだら、インタラクティブなプロットで作業するには色と形の両方の凡例が必要です。 I've linked their reference/attribute page.

plottest <- plot_ly(data = data,x= year, y = beta, 
type = "scatter", symbol = group2, 
symbols = c("circle", "square", "triangle-down","triangle-up"),mode = "markers", 
error_y = list(
     type = "data", 
     symmetric = FALSE, 
     array = c(ucl), 
     arrayminus = c(lcl)) 
)