[英]need help displaying every 10th year on x axis ggplot graph
temp_carbon %>%
select(Year = year, Global = temp_anomaly, Land = land_anomaly, Ocean = ocean_anomaly) %>%
gather(Region, Temp_anomaly, Global:Ocean) %>%
drop_na() %>%
ggplot(aes(Year, Temp_anomaly, col = Region)) +
geom_line(size = 1) +
geom_hline(aes(yintercept = 0), lty = 2) +
geom_label(aes(x = 2005, y = -.08),label = "20th century mean", size = 4) +
ylab("Temperature anomaly (degrees C)") +
scale_x_continuous(breaks = function(x) exec(seq, !!!x),
labels = function(x) x,
limits = c(1880, 2018)) +
ggtitle("Global, Land and Ocean Temperatures from 1880-2018")
以上是我當前的代碼,上圖顯示x軸很亂,看不到年份,我該如何解決?
如果這是您想要的 output,請閱讀以了解我所做的。
將數據另存為df
df <- temp_carbon %>%
select(Year = year, Global = temp_anomaly, Land = land_anomaly, Ocean = ocean_anomaly) %>%
gather(Region, Temp_anomaly, Global:Ocean) %>%
drop_na()
然后,使用lubridate
將其轉換為正確的日期
df$Year <- lubridate::ymd(df$Year, truncated = 2L)
# [1] "1880-01-01" "1881-01-01" "1882-01-01" "1883-01-01" "1884-01-01" "1885-01-01"
# This sets the month and date on Jan-01.
准備在x-axis
thenth
year
顯示一次的基數。 您可以使用seq(min(year(df$Year)), max(year(df$Year)), by = 10)
每十年計算一次
base <- ggplot(df, aes(year(Year), Temp_anomaly, col = Region)) +
theme(axis.text.x = element_text(angle = 90, size = 7, vjust =0.5, margin=margin(5,0,0,0))) +
scale_x_continuous(
"Year",
labels = as.character(seq(min(year(df$Year)), max(year(df$Year)), by = 10)),
breaks = seq(min(year(df$Year)), max(year(df$Year)), by = 10),
expand=c(0,0)
)
最后是 plot 的后續層:
base + geom_line(size = 1) +
geom_hline(aes(yintercept = 0), lty = 2) +
geom_label(aes(x = 2005, y = -.08),label = "20th century mean", size = 4) +
ylab("Temperature anomaly (degrees C)") +
ggtitle("Global, Land and Ocean Temperatures from 1880-2018")
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