reconciler

reconciler is a python package to reconcile tabular data with various reconciliation services, such as Wikidata, working similarly to what OpenRefine does, but entirely within Python, using Pandas.

Quickstart

You can install the latest version of reconciler from PyPI with:

pip install reconciler

Then to use it:

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:

Check out the documentation for more advanced usage and to learn how to contribute.