如何将数据标签添加到ggplot

时间:2017-04-03 05:08:47

标签: r ggplot2 bar-chart

尝试使用ggplot向barplot添加数据标签会给我以下错误:

Error: geom_text requires the following missing aesthetics: x

我的样本数据如下:

| Team          | Goals     |
|------------   |-------    |
| Manchester    | 26        |
| Liverpool     | 25        |
| Man City      | 30        |
| Chelsea       | 32        |
| Arsenal       | 11        |
| West Ham      | 22        |
| Stoke         | 23        |

这是我用来创建条形图的代码。

g<- ggplot(data = scores) + 
  geom_bar(mapping = aes(x=Team, y=Goals, color = Team, fill = Team), 
           stat = "identity")
g <- g + ggtitle("Goals per Team") + ylab("Number of Goals")
g <- g + theme_bw() + theme(legend.position="none") + theme(plot.title = element_text(hjust = 0.5))
g + geom_text(aes(y=Goals, label=Goals))
g

即使我在x = Team中添加g + geom_text(aes(x = Team, y=Goals, label=Goals)),它仍然会给我同样的错误。

我在这里做错了什么?

1 个答案:

答案 0 :(得分:9)

从评论中加入所有内容,并根据目标数量添加团队重新排序,以下代码

# add on: reorder teams by number of goals
scores$Team <- with(scores, reorder(Team, -Goals))
g <- ggplot(scores, 
            # keep all aesthetics in one place
            aes(x = Team, y = Goals, color = Team, fill = Team, label = Goals)) +
  # replacement of geom_bar(stat = "identity")
  geom_col() +
  # avoid overlap of text and bar to make text visible as bar and text have the same colour 
  geom_text(nudge_y = 1) + 
  # alternatively, print text inside of bar in discriminable colour
  # geom_text(nudge_y = -1, color = "black") + 
  ggtitle("Goals per Team") + 
  xlab("Team") + ylab("Number of Goals") +
  theme_bw() + theme(legend.position = "none") + 
  theme(plot.title = element_text(hjust = 0.5))
g

创建此图表:

enter image description here

数据

scores <- structure(list(Team = structure(c(3L, 4L, 2L, 1L, 7L, 6L, 5L), .Label = c("Chelsea", 
"Man City", "Manchester", "Liverpool", "Stoke", "West Ham", "Arsenal"
), class = "factor", scores = structure(c(-11, -32, -25, -30, 
-26, -23, -22), .Dim = 7L, .Dimnames = list(c("Arsenal", "Chelsea", 
"Liverpool", "Man City", "Manchester", "Stoke", "West Ham")))), 
    Goals = c(26L, 25L, 30L, 32L, 11L, 22L, 23L)), .Names = c("Team", 
"Goals"), row.names = c(NA, -7L), class = "data.frame")