dataprofiler.profilers.categorical_column_profile module¶
-
class
dataprofiler.profilers.categorical_column_profile.
CategoricalColumn
(name, options=None)¶ Bases:
dataprofiler.profilers.base_column_profilers.BaseColumnProfiler
Categorical column profile subclass of BaseColumnProfiler. Represents a column int the dataset which is a categorical column.
Initialization of column base properties and itself.
- Parameters
name (String) – Name of data
-
col_type
= 'category'¶
-
property
profile
¶ Property for profile. Returns the profile of the column.
-
property
categories
¶ Property for categories.
-
property
unique_ratio
¶ Property for unique_ratio. Returns ratio of unique categories to sample_size
-
property
is_match
¶ Property for is_match. Returns true if column is categorical.
-
update
(df_series)¶ Updates the column profile.
- Parameters
df_series (pandas.core.series.Series) – Data to profile.
- Returns
None