Visualizing the dependency parse
In this recipe, we will learn how to use the displaCy
library and visualize the dependency parse. Details about how to create a dependency parse can be found in Chapter 2, Getting the Dependency Parse. We will create two visualizations, one for a short text and another for a long, multi-sentence text.
Getting ready
The displaCy
library is part of the spacy
package. You need at least version 2.0.12 of the spacy
package. If you don't have spacy
, install it using the following command:
pip install spacy
To check the version you have, use the following commands:
>>> import spacy >>> print(spacy.__version__) 2.3.0 >>> exit()
If your version is lower than 2.0.12, use the following command to upgrade spacy
:
pip install -U spacy
To validate that the models you have on your computer are compatible with your new version of spacy
, use the following command:
python -m spacy validate