LoginSignup
9
5

More than 5 years have passed since last update.

x軸がas.POSIXct型のときのggplotには気をつける

Posted at

結論

  • date_format() を使おう

だめな例1

library(ggplot2)
library(scales)

# データを作る
df1 <- data.frame(date = c(as.POSIXct("2016-01-01 10:00:00"),as.POSIXct("2016-01-02 6:00:00"),as.POSIXct("2016-01-02 23:00:00")),value = c(10,30,20))

# データを確認する
df1
                 date value
1 2016-01-01 10:00:00    10
2 2016-01-02 06:00:00    30
3 2016-01-02 23:00:00    20

# ggplot
ggplot(df1,aes(x=date, y = value)) + geom_point() + scale_x_datetime(breaks = date_breaks("hour"),date_labels = "%Y-%m-%d %H") + theme(axis.text.x = element_text(angle = 45, hjust = 1))

Kobito.prNSCq.png

だめな例2

# データを作る
df2 <- data.frame(date = c(as.POSIXct("2016-01-01 10:00:00", tz="Japan"),as.POSIXct("2016-01-02 6:00:00", tz="Japan"),as.POSIXct("2016-01-02 23:00:00", tz="Japan")),value = c(10,30,20))

# データを確認する
df2
                 date value
1 2016-01-01 10:00:00    10
2 2016-01-02 06:00:00    30
3 2016-01-02 23:00:00    20 

# ggplot
ggplot(df2,aes(x=date, y = value)) + geom_point() + scale_x_datetime(breaks = date_breaks("hour"),date_labels = "%Y-%m-%d %H") + theme(axis.text.x = element_text(angle = 45, hjust = 1))

Kobito.BCqqR5.png

良い例1

ggplot(df1,aes(x=date, y = value)) + geom_point() + scale_x_datetime(breaks = date_breaks("hour"), labels = date_format("%Y-%m-%d %H")) + theme(axis.text.x = element_text(angle = 45, hjust = 1))

Kobito.Hl9DMX.png

良い例2

ggplot(df2,aes(x=date, y = value)) + geom_point() + scale_x_datetime(breaks = date_breaks("hour"), labels = date_format("%Y-%m-%d %H", tz = "Asia/Tokyo")) + theme(axis.text.x = element_text(angle = 45, hjust = 1))

Kobito.U6bvzj.png

参考

9
5
0

Register as a new user and use Qiita more conveniently

  1. You get articles that match your needs
  2. You can efficiently read back useful information
  3. You can use dark theme
What you can do with signing up
9
5