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colors-强制Plotly相关热图色标在零时为白色

(colors - Force Plotly correlation heatmap colorscale to be white at zero)

发布于 2018-05-02 00:03:20

我在中生成了相关的热图plotly比例尺范围从-1到1。随着相关性的增强,图块将变深红色。随着相关性变得越来越弱,图块将被着色为深蓝色。我需要零值才能显示为白色。但是,色条仅根据数据集的分布选择零色。如何强制零值显示为白色并位于颜色栏的中间?我尝试使用此答案,但无法使其适用于此热图。请帮我生气!

library(plotly)
library(magrittr)

# compute a correlation matrix
correlation <- round(cor(mtcars), 3)
nms <- names(mtcars)


colorlength <- 100

null_value <- (0 - min(correlation)) / (max(correlation) - min(correlation))        
border <- as.integer(null_value * colorlength)
colorscale <- as.list(1:colorlength)

#colorscale below zero
s <- scales::seq_gradient_pal("blue", "white", "Lab")(seq(0,1,length.out=border))
for (i in 1:border) {
  colorscale[[i]] <- c((i - 1) / colorlength, s[i])
}

#colorscale above zero
s <- scales::seq_gradient_pal("white", "red", "Lab")(seq(0,1,length.out=colorlength - border))
for (i in 1:(colorlength - border)) {
  colorscale[[i + border]] <- c((i + border) / colorlength, s[i])
}



plot_ly(x = nms, y = nms, z = correlation, 
            key = correlation, type = "heatmap", source = "heatplot",color = ~correlation,
            colorscale = colorscale,
            colorbar = list(len=1)) %>%
      layout(xaxis = list(title = ""), 
             yaxis = list(title = ""))

在此处输入图片说明

Questioner
J.Con
Viewed
0
Maurits Evers 2018-05-02 09:56:10

如何使用ggplotggplotly

library(tidyverse);
gg <- correlation %>%
    as.data.frame() %>%
    rownames_to_column("x") %>%
    gather(y, val, -x) %>%
    ggplot(aes(x, y, fill = val)) +
    geom_tile() +
    scale_fill_gradientn(
        colours = c("blue", "white", "red"),
        limits = c(-1, 1))

# Create plotly object
library(plotly);
ggplotly(gg);

在此处输入图片说明

说明:在中,ggplot我们可以使用scale_fill_gradientnlimits显式设置,确保白色对应于的值0ggplotly然后将ggplot对象转换为plotly对象。