Python库 | reconciler-0.1.2.tar.gz

# reconciler <!-- badges: start --> [](https://github.com/jvfe/reconciler/blob/master/LICENSE) [](https://github.com/jvfe/reconciler/actions) <!-- badges: end --> `reconciler` is a python package to reconcile tabular data with various reconciliation services, such as [Wikidata](https://www.wikidata.org/wiki/Wikidata:Main_Page), working similarly to what [OpenRefine](https://openrefine.org/) does, but entirely within Python, using Pandas. ## Quickstart You can install the latest version of reconciler from PyPI with: ``` bash pip install reconciler ``` Then to use it: ```python from reconciler import reconcile import pandas as pd # A DataFrame with a column you want to reconcile. test_df = pd.DataFrame( { "City": ["Rio de Janeiro", "São Paulo", "São Paulo", "Natal"], } ) # Reconcile against type city (Q515), getting the best match for each item. reconciled = reconcile(test_df["City"], type_id="Q515") ``` The resulting dataframe would look like this: | id | match | name | score | type | type_id | input_value | |:--------|:--------|:---------------|--------:|:-----------------------|:-----------|:---------------| | Q8678 | True | Rio de Janeiro | 100 | city | Q515 | Rio de Janeiro | | Q174 | True | São Paulo | 100 | city | Q515 | São Paulo | | Q131620 | True | Natal | 100 | municipality of Brazil | Q3184121 | Natal | Check out the [documentation](https://jvfe.github.io/reconciler/) for more advanced usage and to learn [how to contribute](https://jvfe.github.io/reconciler/contributing/).