How can I make changes to the following things in this graph?
Here's the Plot I got from the code source
Code Source:
# Libraries used:
library(ggplot2)
library(timeSeries)
library(ggfortify)
library(ggthemes)
library(dplyr)
library(strucchange)
strucchange::breakpoints(AirPassengers ~ 1) %>%
autoplot(ts.linetype = 'solid', ts.size = 1.1, ts.geom = 'line')+
geom_smooth(aes(y=AirPassengers),
method = "loess", se= F,
lwd = 1.2) +
geom_point(aes(y = AirPassengers), size = 1.5, shape = 16, color = "orange3")+
scale_x_date(date_breaks = "1 years", date_labels = "%Y")+
labs(title = "Yearly Time Series",
subtitle="Sales trend from Year 2001 to 2017",
caption="Source: Airpassengers Time Series Analysis",
y="Sales", x = "Years")+
theme_economist_white()+
theme(axis.text.x = element_text(angle = 90, hjust = -.1))
The first three changes can be made using the following syntax:
strucchange::breakpoints(AirPassengers ~ 1) %>%
autoplot(ts.linetype = 'solid', ts.size = 1.1, ts.geom = 'line', fill = "red")+
geom_smooth(aes(y=AirPassengers),
method = "loess", se= F,
lwd = 1.2, color = "green") +
geom_point(aes(y = AirPassengers), size = 1.5, shape = 16, color = "blue")+
scale_x_date(date_breaks = "1 years", date_labels = "%Y")+
labs(title = "Yearly Time Series",
subtitle="Sales trend from Year 2001 to 2017",
caption="Source: Airpassengers Time Series Analysis",
y="Sales", x = "Years")+
theme_economist_white()+
theme(axis.text.x = element_text(angle = 90, hjust = -.1))
The color of the trend line is changed by specifying color = "green"
in the call to geom_smooth
. The same is done for the peak points in geom_point
. Lastly, autoplot
in this case doesn't seem to know color
, but it works with specifying fill = "red"
(this throws a warning, but works nonetheless).
I am not clear how you want your legend to look, can you clarify in the comments?