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R Programming By Example

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

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Product type Paperback
Published in Dec 2017
Publisher Packt
ISBN-13 9781788292542
Length 470 pages
Edition 1st Edition
Languages
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Authors (2):
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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
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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 summary table with shared data

Now we will add a summary table on top of our dynamic data table. This summary table should be updated according to the assets selected (note the plural since we allow for the All case in this tab). Take a moment to try to think how you would implement this yourself? If you tried to replicate the pattern shown previously for the data object we showed before, you would have a correct but inefficient solution. The reason is that the logic to filter the data would be duplicated, which is unnecessary.

To avoid this pitfall we show next how to share streams among different reactive functions using the reactive() function, which is a function that used to prepare reactive values for other reactive functions. In this case, we move all the logic we had created before into the expression sent as a parameter to this function and assign it to the data...

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