【问题标题】:How to add fixed horizontal and vertical lines to a scatter plot in plotly如何在plotly中将固定的水平和垂直线添加到散点图中
【发布时间】:2020-07-27 08:23:18
【问题描述】:

我有以下代码生成散点图,我想添加表示 y 轴和 x 轴平均值的垂直和水平线,我该怎么做?

 f <- list(
   family = "Courier New, monospace",
   size = 18,
   color = "#7f7f7f"
  )
 x <- list(
   title = "Age of Buildings",
   titlefont = f,
   zeroline = FALSE,
   showline = FALSE,
   showticklabels = TRUE,
   showgrid = TRUE
  )
  y <- list(
    title = "Total Violations",
    titlefont = f,
    zeroline = FALSE,
    showline = FALSE,
    showticklabels = TRUE,
    showgrid = TRUE
   )
fig2 <- plot_ly(final, x=~agebuilding, y=~violationstotal, mode= "markers", color = ~INdexrehabless6, size = ~totalvalue)
fig2 <- fig2 %>% layout(xaxis = x, yaxis = y, legend=list(title=list(text='<b> Housing Conditions </b>'))) #chaging name legend
fig2

这是我得到的情节

【问题讨论】:

    标签: r plotly r-plotly


    【解决方案1】:

    为您的 df final 使用一些随机数据。我不知道plotly 是否提供某种geom_h/vline ... 相反,我使用包含线条起点和终点的数据框构造了线条。看看:

    set.seed(50)
    final <- data.frame(
      agebuilding = 150 * runif(50), 
      violationstotal = 30 * runif(50),
      INdexrehabless6 = factor(sample(0:1, 50, replace = TRUE)),
      totalvalue = 100 * runif(50)
    )
    
    mean_x <- data.frame(x = rep(mean(final$agebuilding), 2), y = c(0, ceiling(10* max(final$violationstotal))/10))
    mean_y <- data.frame(y = rep(mean(final$violationstotal), 2), x = c(0, ceiling(10* max(final$agebuilding))/10))
    
    library(plotly)
    fig2 <- plot_ly(final) %>%
      add_markers(x=~agebuilding, y=~violationstotal, color = ~INdexrehabless6, size = ~totalvalue) %>% 
      add_lines(x = ~x, y = ~y, data = mean_x, name = "Mean x") %>% 
      add_lines(x = ~x, y = ~y, data = mean_y, name = "Mean y")
    fig2 <- fig2 %>% layout(xaxis = x, yaxis = y, legend=list(title=list(text='<b> Housing Conditions </b>'))) #chaging name legend
    fig2
    

    【讨论】: