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Time series plot (using ggfortify)library(tidyverse)
library(ggfortify) autoplot(AirPassengers) + labs(title="AirPassengers") # where AirPassengers is a 'ts' object
library(tidyverse) library(ggfortify) # Approach 1: data(economics, package="ggplot2") # init data economics <- data.frame(economics) # convert to dataframe ggplot(economics) + geom_line(aes(x=date, y=pce, color="pcs")) + geom_line(aes(x=date, y=unemploy, col="unemploy")) + scale_color_discrete(name="Legend") + labs(title="Economics") # plot multiple time series using 'geom_line's
library(tidyverse) install.packages("reshape2")
## Error in contrib.url(repos, "source"): trying to use CRAN without setting a mirror
library(reshape2)
df <- melt(economics[, c("date", "pce", "unemploy")], id="date") ggplot(df) + geom_line(aes(x=date, y=value, color=variable)) + labs(title="Economics") # plot multiple time series by melting
library(tidyverse) library(reshape2) df <- melt(economics[, c("date", "pce", "unemploy", "psavert")], id="date") ggplot(df) + geom_line(aes(x=date, y=value, color=variable)) + facet_wrap( ~ variable, scales="free")