Unstructured Text Profile¶
For profiling unstructured text data.
- class dataprofiler.profilers.unstructured_text_profile.TextProfiler(name: Optional[str], options: Optional[dataprofiler.profilers.profiler_options.TextProfilerOptions] = None)¶
Bases:
object
Profiles text data.
Initialize TextProfiler object.
- Parameters
name (String) – Name of the data
options (TextProfilerOptions) – Options for the Text Profiler
- type = 'text'¶
- diff(other_profile: dataprofiler.profilers.unstructured_text_profile.TextProfiler, options: Optional[Dict] = None) Dict ¶
Find the differences for two unstructured text profiles.
- Parameters
other_profile (TextProfiler) – profile to find the difference with
options (dict) – options for diff output
- Returns
the difference between profiles
- Return type
dict
- report(remove_disabled_flag: bool = False) Dict ¶
Report profile attribute of class; potentially pop val from self.profile.
- property profile: Dict¶
Return the profile of the column.
- Returns
profile of the column
- Return type
dict
- update(data: pandas.core.series.Series) dataprofiler.profilers.unstructured_text_profile.TextProfiler ¶
Update the column profile.
- Parameters
data (pandas.core.series.Series) – df series
- Returns
updated TextProfiler
- Return type