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You're reading from  Data Wrangling with R

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Published inFeb 2023
PublisherPackt
ISBN-139781803235400
Edition1st Edition
Concepts
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Gustavo R Santos
Gustavo R Santos
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Gustavo R Santos

Gustavo R Santos has worked in the Technology Industry for 13 years, improving processes, and analyzing datasets and creating dashboards. Since 2020, he has been working as a Data Scientist in the retail industry, wrangling, analyzing, visualizing and modeling data with the most modern tools like R, Python and Databricks. Gustavo also gives lectures from time to time at an online school about Data Science concepts. He has a background in Marketing, is certified as Data Scientist by the Data Science Academy Brazil and pursues his specialist MBA in Data Science at the University of São Paulo
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Adding interactivity to graphics

Images are interpreted by our brains faster than words or numbers (https://tinyurl.com/nhtbw9jk). That makes graphics an interesting way to show data, as we have learned throughout this book. But there is still more enhancement to be done when working with data visualization, and one of these enhancements is interactivity.

The ggplot2 library creates static graphics. Hence, the plots will not show values at the tops of bars or names of points on a scatterplot, for example. If that is a requirement for a visualization, it must be added using an annotation or text. However, when you combine the graphic’s code with plotly, some interaction is added to the visualization, such as making values appear just by hovering over a data point or zooming in and out the graphic.

To create an interactive scatterplot out of the same code that generated in Figure 11.1, we only have to add the ggplotly() function around the entire ggplot code. See the following...

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Data Wrangling with R
Published in: Feb 2023Publisher: PacktISBN-13: 9781803235400

Author (1)

author image
Gustavo R Santos

Gustavo R Santos has worked in the Technology Industry for 13 years, improving processes, and analyzing datasets and creating dashboards. Since 2020, he has been working as a Data Scientist in the retail industry, wrangling, analyzing, visualizing and modeling data with the most modern tools like R, Python and Databricks. Gustavo also gives lectures from time to time at an online school about Data Science concepts. He has a background in Marketing, is certified as Data Scientist by the Data Science Academy Brazil and pursues his specialist MBA in Data Science at the University of São Paulo
Read more about Gustavo R Santos