Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
R Programming By Example

You're reading from   R Programming By Example Practical, hands-on projects to help you get started with R

Arrow left icon
Product type Paperback
Published in Dec 2017
Publisher Packt
ISBN-13 9781788292542
Length 470 pages
Edition 1st Edition
Languages
Arrow right icon
Authors (2):
Arrow left icon
Omar Trejo Navarro Omar Trejo Navarro
Author Profile Icon Omar Trejo Navarro
Omar Trejo Navarro
Omar Trejo Navarro Omar Trejo Navarro
Author Profile Icon Omar Trejo Navarro
Omar Trejo Navarro
Arrow right icon
View More author details
Toc

Table of Contents (12) Chapters Close

Preface 1. Introduction to R 2. Understanding Votes with Descriptive Statistics FREE CHAPTER 3. Predicting Votes with Linear Models 4. Simulating Sales Data and Working with Databases 5. Communicating Sales with Visualizations 6. Understanding Reviews with Text Analysis 7. Developing Automatic Presentations 8. Object-Oriented System to Track Cryptocurrencies 9. Implementing an Efficient Simple Moving Average 10. Adding Interactivity with Dashboards 11. Required Packages

Adding a simple moving average graph

Now we will create our first simple moving average (SMA) graph. This graph will be created with the package, and will show two lines. The black line will be the actual price data, and the blue line will be SMA.

Before we begin, and since ggplot2 graphs which make use of dates are better created with actual dates instead of timestamp strings, we add the time column to the ORIGINAL_DATA dataframe with the corresponding dates. This should be placed immediately after having loaded the data:

ORIGINAL_DATA$time <- timestamp_to_time.TimeStamp(ORIGINAL_DATA$timestamp)

Next we show how our sma_graph() function is implemented. As can be seen, it will receive two parameters, the data dataframe and the sma vector coming out of one of the SMA implementations mentioned before. The function is very simple, it creates a graph with time on the x axis and...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at ₹800/month. Cancel anytime