Other visualization tools

Visualizing Time Series Data in R

Arnaud Amsellem

Quantitative Trader and creator of the R Trader blog

Histograms

hist(amazon_stocks, 
     breaks = 20, 
     main = "AMAZON return distribution \\n Jan. 2015 to Jan. 2017", 
     xlab = "")

ch2_vid2_slides.009.png

boxplot(amazon_stocks, 
horizontal = TRUE, 
main = "AMAZON return distribution \\n Jan. 2015 to Jan. 2017")

ch2_vid2_slides.013.png

boxplot(amazon_stocks, 
horizontal = TRUE, 
main = "AMAZON return distribution \\n Jan. 2015 to Jan. 2017")

ch2_vid2_slides.014.png

boxplot(amazon_stocks, 
horizontal = TRUE, 
main = "AMAZON return distribution \\n Jan. 2015 to Jan. 2017")

ch2_vid2_slides.016.png

acf(amazon_stocks,
    main = "AMAZON return autocorrelations \\n Jan. 2015 to Jan. 2017")

ch2_vid2_slides.022.png

qqnorm(amazon_stocks, 
       main = "AMAZON return QQ-plot \\n Jan. 2015 to Jan. 2017")
qqline(amazon_stocks, 
       col = "red")

ch2_vid2_slides.025.png

Visualizing Time Series Data in R