diff --git a/notebooks/process/ToRates.ipynb b/notebooks/process/ToRates.ipynb
index 5db50b0b975700aeb1bca81f2be02c12c5d99bfd..16341970d06bb548970642f217a94a0f10720239 100644
--- a/notebooks/process/ToRates.ipynb
+++ b/notebooks/process/ToRates.ipynb
@@ -167,16 +167,6 @@
     "].iloc[:,-2:]"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "country_centroids_df = pd.read_csv(worldmap_path)\n",
-    "country_centroids_df = country_centroids_df[['name', 'name_long', 'sov_a3', 'region_un', 'subregion', 'region_wb', 'pop_est', 'gdp_md_est', 'income_grp', 'Longitude', 'Latitude']]"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},