Visualization with displaCy
Visualization is the easiest way to explain some concepts to your colleagues, your boss, and any technical or non-technical audience. Visualization of language data is specifically useful and allows you to identify patterns in your data at a glance.
There are many Python libraries and plugins such as matplotlib, seaborn, tensorboard, and so on. spaCy also comes with its own visualizer – displaCy. In this subsection, you’ll learn how to spin up a displaCy server on your machine, in a Jupyter notebook, and in a web application. We’ll start by exploring the easiest way – using displaCy’s interactive demo.
Getting started with displaCy
Go ahead and navigate to https://demos.explosion.ai/displacy to use the interactive demo. Enter your text in the Text to parse box and then click the search icon on the right to generate the visualization. The result might look like Figure 1.3.
Figure 1.3 ...
