load_bolivia_departments

data.load_bolivia_departments()

Load the Bolivia department (ADM1, n=9) PWT-anchored GDP panel.

The department-level aggregation of the same product as :func:load_bolivia: Rossi-Hansberg & Zhang (2026) gridded GDP under 0_05 censoring, rescaled to Penn World Table 11.0 national totals, on GADM 4.10 boundaries, 2012–2022, in 2021 PPP US$.

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Returns

Name Type Description
gdf geopandas.GeoDataFrame 9 department geometries with columns ["gid", "geometry"], CRS EPSG:4326.
df pandas.DataFrame Balanced panel of 99 rows (9 departments x 11 years). Key variables as in :func:load_bolivia.
df_dict pandas.DataFrame Data dictionary with one row per df column, in df column order.

Raises

Name Type Description
GeometricsDataError If a source file cannot be downloaded or fails hash verification.

See Also

load_bolivia : Province-level (ADM2, n=112) version. load_bolivia_grid : The underlying 0.25-degree grid cells (n=1603).