Data Exploration¶

class py_entitymatching.data_explore_openrefine(df, server='http://127.0.0.1:3333', name=None)[source]¶

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(df)[source]¶

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)