Now that you have learned how to build a visualization from scratch using Glyphs, we can extend this concept and construct plots using data structures such as the NumPy array and pandas DataFrame.
This chapter will also teach you about the ColumnDataSource, the core essence of the Bokeh library, which will allow you to share your data over multiple plots and widgets!
In a nutshell, you will get hands-on experience of using Bokeh with various data structures, as this chapter will take you through:
- Creating plots using NumPy arrays
- Creating plots with pandas DataFrames
- Creating plots using the ColumnDataSource
