TextData
========



.. currentmodule:: deepchecks.nlp.text_data

.. autoclass:: TextData
   :special-members: __init__



.. rubric:: Attributes

.. autosummary::
   :toctree:

   
   TextData.categorical_metadata
   

   
   TextData.categorical_properties
   

   
   TextData.embeddings
   

   
   TextData.label
   

   
   TextData.metadata
   

   
   TextData.n_samples
   

   
   TextData.name
   

   
   TextData.numerical_metadata
   

   
   TextData.numerical_properties
   

   
   TextData.properties
   

   
   TextData.task_type
   

   
   TextData.text
   

   
   TextData.tokenized_text
   






.. rubric:: Methods

.. autosummary::
   :toctree:

   
   
   TextData.calculate_builtin_embeddings
   
   
   TextData.calculate_builtin_properties
   
   
   TextData.cast_to_dataset
   
   
   TextData.copy
   
   
   TextData.describe
   
   
   TextData.get_original_text_indexes
   
   
   TextData.get_sample_at_original_index
   
   
   TextData.has_label
   
   
   TextData.head
   
   
   TextData.is_multi_label_classification
   
   
   TextData.is_sampled
   
   
   TextData.label_for_display
   
   
   TextData.label_for_print
   
   
   TextData.len_when_sampled
   
   
   TextData.sample
   
   
   TextData.save_properties
   
   
   TextData.set_embeddings
   
   
   TextData.set_metadata
   
   
   TextData.set_properties
   
   
   TextData.validate_textdata_compatibility