Data Exploration¶
-
class
py_entitymatching.
data_explore_openrefine
¶ Wrapper function for using OpenRefine. Gives user a GUI to examine and edit the dataframe passed in using OpenRefine.
Parameters: - df (Dataframe) – The pandas dataframe to be explored with pandastable.
- server (String) – The address of the OpenRefine server (defaults to http://127.0.0.1:3333).
- name (String) – The name given to the file and project in OpenRefine.
Raises: AssertionError
– If df is not of type pandas DataFrame.Examples
>>> import py_entitymatching as em >>> A = em.read_csv_metadata('path_to_csv_dir/table.csv', key='ID') >>> em.data_explore_openrefine(A, name='Table')
-
class
py_entitymatching.
data_explore_pandastable
¶ Wrapper function for pandastable. Gives user a GUI to examine and edit the dataframe passed in using pandastable.
Parameters: df (Dataframe) – The pandas dataframe to be explored with pandastable. Raises: AssertionError
– If df is not of type pandas DataFrame.Examples
>>> import py_entitymatching as em >>> A = em.read_csv_metadata('path_to_csv_dir/table.csv', key='ID') >>> em.data_explore_pandastable(A)