TextVisualizer
- class tidyX.text_visualizer.TextVisualizer[source]
- static dependency_parse_visualizer_text(document: str, model: Language, style: str = 'dep', jupyter: bool = True) str | None [source]
Visualizes the dependency parse or entities of a given document using spaCy’s displacy visualizer.
For additional visualizers and information, refer to: https://spacy.io/usage/visualizers
Note: - Ensure the relevant spaCy model is downloaded, using:
`sh python -m spacy download "es_core_news_sm" `
To visualize entities, use style=’ent’
- Args:
document (str): The text document to be visualized. model (spacy.language.Language): A Spacy language model object. style (str, optional): The visualization style (‘dep’ for dependencies, ‘ent’ for entities). Defaults to ‘dep’. jupyter (bool, optional): Whether the visualization is intended for a Jupyter notebook. Defaults to True.
- Returns:
Optional[str]: A rendered HTML string representation of the visualization if not in a Jupyter environment; otherwise, None, as the visualization is directly displayed.
- Raises:
ValueError: If the provided document is empty or not a string. ValueError: If an invalid style is provided.