diff --git a/processing_geonames_altnames.ipynb b/processing_geonames_altnames.ipynb
index 2835c29..62f128f 100644
--- a/processing_geonames_altnames.ipynb
+++ b/processing_geonames_altnames.ipynb
@@ -1174,117 +1174,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 120,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>geonameid</th>\n",
-       "      <th>iso_language_alt_names</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>14</td>\n",
-       "      <td>{\"ar\": \"تخت أرة دو\", \"en\": \"Takht Arreh Do\"}</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>254</td>\n",
-       "      <td>{\"ar\": \"جسر بالارود\", \"en\": \"Pol-e Bala Rud\"}</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>301</td>\n",
-       "      <td>{\"en\": \"Shahr-e Ziba\", \"fr\": \"Shahr-e ziba\"}</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>470</td>\n",
-       "      <td>{\"ja\": \"アーザーディー広場\", \"ru\": \"Площадь Азади\", \"en...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>566</td>\n",
-       "      <td>{\"en\": \"Rudafshan Cave\", \"es\": \"Ghar-e-Roodafs...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683061</th>\n",
-       "      <td>12746714</td>\n",
-       "      <td>{\"en\": \"Bosiljevo interchange\"}</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683062</th>\n",
-       "      <td>12746729</td>\n",
-       "      <td>{\"en\": \"Ringwood Magistrates Court\"}</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683063</th>\n",
-       "      <td>12746744</td>\n",
-       "      <td>{\"en\": \"Appleton Dock\"}</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683064</th>\n",
-       "      <td>12746795</td>\n",
-       "      <td>{\"ja\": \"葛城地蔵・将軍地蔵\", \"en\": \"Katsuragi Kṣitigarb...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683065</th>\n",
-       "      <td>12746811</td>\n",
-       "      <td>{\"en\": \"The Line\", \"de\": \"The Line\", \"ar\": \"ذا...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>683066 rows × 2 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "        geonameid                             iso_language_alt_names\n",
-       "0              14       {\"ar\": \"تخت أرة دو\", \"en\": \"Takht Arreh Do\"}\n",
-       "1             254      {\"ar\": \"جسر بالارود\", \"en\": \"Pol-e Bala Rud\"}\n",
-       "2             301       {\"en\": \"Shahr-e Ziba\", \"fr\": \"Shahr-e ziba\"}\n",
-       "3             470  {\"ja\": \"アーザーディー広場\", \"ru\": \"Площадь Азади\", \"en...\n",
-       "4             566  {\"en\": \"Rudafshan Cave\", \"es\": \"Ghar-e-Roodafs...\n",
-       "...           ...                                                ...\n",
-       "683061   12746714                    {\"en\": \"Bosiljevo interchange\"}\n",
-       "683062   12746729               {\"en\": \"Ringwood Magistrates Court\"}\n",
-       "683063   12746744                            {\"en\": \"Appleton Dock\"}\n",
-       "683064   12746795  {\"ja\": \"葛城地蔵・将軍地蔵\", \"en\": \"Katsuragi Kṣitigarb...\n",
-       "683065   12746811  {\"en\": \"The Line\", \"de\": \"The Line\", \"ar\": \"ذا...\n",
-       "\n",
-       "[683066 rows x 2 columns]"
-      ]
-     },
-     "execution_count": 120,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "alname_df_all_values_selected_only_first_loc_en_filtered_jsonified  = alname_df_all_values_selected_only_first_loc_en_filtered.groupby('geonameid').apply(lambda x: json.dumps(dict(zip(x['isolanguage'], x['alt_name'])), ensure_ascii=False)).reset_index()\n",
     "alname_df_all_values_selected_only_first_loc_en_filtered_jsonified.columns = ['geonameid', 'iso_language_alt_names']\n",