Data visualization is an integral part of the data analysis process. This course will get you introduced to rbokeh: a visualization library for interactive web-based plots. You will learn how to use rbokeh layers and options to create effective visualizations that carry your message and emphasize your ideas. We will focus on the two main pieces of data visualization: wrangling data in the appropriate format as well as employing the appropriate visualization tools, charts and options from rbokeh.
In this chapter we get introduced to rbokeh layers. You will learn how to specify data and arguments to create the desired plot and how to combine multiple layers in one figure.
rbokeh Aesthetic Attributes and Figure Options
In this chapter you will learn how to customize your rbokeh figures using aesthetic attributes and figure options. You will see how aesthetic attributes such as color, transparancy and shape can serve a purpose and add more info to your visualizations. In addition, you will learn how to activate the tooltip and specify the hover info in your figures.
Data Manipulation for Visualization and More rbokeh Layers
In this chapter, you will learn how to put your data in the right format to fit the desired figure. And how to transform between the wide and long formats. You will also see how to combine normal layers with regression lines. In addition you will learn how to customize the interaction tools that appear with each figure.
In this chapter you will learn how to combine multiple plots in one layout using grid plots. In addition, you will learn how to create interactive maps.
Omayma Said is currently a Data Scientist at Basharsoft. She enjoys working in data-informed environments where good data analysis can drive decisions, support building products, create a value, help in improving the quality of research and more. She has a background in electronics engineering, and holds a master's degree in Systems Engineering and Engineering Management. Her professional experience includes IT management, telecommunications and R&D in research centers, startups and multi-national organizations such as Vodafone, Orange Business Services, Procter & Gamble.