ggplot jitter geom_errorbar？

Question

我的数据如下所示：

df1 <-
  structure(
    list(
      y = c(-0.19, 0.3,-0.05, 0.15,-0.05, 0.15),
      lb = c(-0.61,
             0.1,-0.19,-0.06,-0.19,-0.06),
      ub = c(0.22, 0.51, 0.09, 0.36,
             0.09, 0.36),
      x = structure(
        c(1L, 2L, 1L, 2L, 1L, 2L),
        .Label = c("X1",
                   "X2"),
        class = "factor"
      ),
      Group = c("A", "A", "B", "B", "C",
                "C")
    ),
    .Names = c("y", "lb", "ub", "x", "Group"),
    row.names = c(NA,-6L),
    class = "data.frame"
  )

我想使用ggplot2 绘制由group 着色的点x,y，并带有误差线lb, ub。因为x 是离散的，我想jitter 所以点和条不重叠。现在，我可以jitter 点而不是线。另外，我希望点的顺序是 A,B,C

ggplot(data = df1, aes(x, y, color = Group)) + geom_point(size = 4, position = "jitter") +
  geom_errorbar(
    aes(ymin = lb, ymax = ub),
    width = 0.1,
    linetype = "dotted"
  ) +
  geom_hline(aes(yintercept = 0), linetype = "dashed") + theme_bw()

Answer 1

您可以使用position_dodge 来实现所需的顺序和在点的位置绘制的误差线

ggplot(data = df1, aes(x, y, color = Group)) +
    geom_point(size = 4, position=position_dodge(width=0.5)) +
    geom_errorbar(
        aes(ymin = lb, ymax = ub),
        width = 0.1,
        linetype = "dotted",
        position=position_dodge(width=0.5)) +
    geom_hline(aes(yintercept = 0), linetype = "dashed") + 
    theme_bw()

Answer 2

如果你想要抖动，我喜欢这样：

ggplot(data = df1, aes(x, y, color = Group)) +
    geom_pointrange(aes(ymin = lb, ymax = ub), 
                    position=position_jitter(width=0.5), 
                    linetype='dotted') +
    theme_bw()