通过 gganimate 的动画条形图：在图下方使用更改文本注释框

Question

我想用 gganimate 包创建一个动画条形图。在条形图下方，我想注释一个文本框。框中的文本应随时间变化。条形图的 x 轴应该移动（由 view_follow 指定）。但是，文本框应该显示在绘图的固定点。

考虑以下示例：

# Create example data
df <- data.frame(ordering = c(rep(1:3, 2), 3:1, rep(1:3, 2)),
                 year = factor(sort(rep(2001:2005, 3))),
                 value = round(runif(15, 0, 100)),
                 group = rep(letters[1:3], 5))

library("gganimate")
library("ggplot2")

# Create animated ggplot with coord_flip
ggp <- ggplot(df, aes(x = ordering, y = value)) +
  geom_bar(stat = "identity", aes(fill = group)) +
  transition_states(year, transition_length = 2, state_length = 0) +
  view_follow(fixed_x = TRUE) +
  coord_flip() +
  theme(axis.title.x = element_blank(),
        axis.ticks.x = element_blank(),
        axis.text.x  = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank(),
        axis.text.y  = element_blank(),
        plot.margin = unit(c(1, 1, 8, 1), "cm"))

问题：如何在该图下方的白色区域中使用更改文本来注释文本框？

Answer 1

这是否满足您的需求？

df %>%

  # calculate the value range for each year state
  group_by(year) %>%
  mutate(max.value = max(value)) %>%
  ungroup() %>%

  # add text for each year state (I came up with some random lines for illustration)
  mutate(text = case_when(year == "2001" ~ "2001: launch of Wikipedia",
                          year == "2002" ~ "Brazil wins 2002 World Cup",
                          year == "2003" ~ "2003 saw SARS outbreak",
                          year == "2004" ~ "Olympics 2004 in Greece",
                          TRUE ~ "2005 - first YouTube upload")) %>%

  ggplot(aes(x = ordering, y = value)) +
  geom_col(aes(fill = group)) +

  # add blank layer with maximum value so that the plot's overall range
  # changes smoothly between states
  geom_blank(aes(y = max.value)) +

  # add text layer positioned in the middle, below visible range
  geom_text(aes(y = max.value / 2, label = text),
            x = 0, check_overlap = TRUE) +

  # turn off clipping to show text layer
  coord_flip(clip = "off") +

  theme(axis.title = element_blank(),
        axis.ticks = element_blank(),
        axis.text  = element_blank(),
        plot.margin = unit(c(1, 1, 8, 1), "cm")) +

  # (optional) increase state_length so that the text labels can be viewed longer
  transition_states(year, transition_length = 2, state_length = 2) +
  view_follow(fixed_x = TRUE)

（如果每个年份的文本字符串都相同，则生成的 geom_text 层将在动画期间保持完美静止。）

数据：

set.seed(123)
df <- data.frame(ordering = c(rep(1:3, 2), 3:1, rep(1:3, 2)),
                 year = factor(sort(rep(2001:2005, 3))),
                 value = round(runif(15, 0, 100)),
                 group = rep(letters[1:3], 5))

通过 gganimate 的动画条形图：在图下方使用更改文本注释框

Animated barplot via gganimate: Annotate box with changing text below plot

r

ggplot2

gganimate