diff --git a/Tutoriel-geoparsing.ipynb b/Tutoriel-geoparsing.ipynb
index 69050ddd07b18840fb7cdf1d2bfe81b57f5ba8a6..c99c8c3e73b57a96abe0dfc09d7a3f746dcaecae 100644
--- a/Tutoriel-geoparsing.ipynb
+++ b/Tutoriel-geoparsing.ipynb
@@ -531,7 +531,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -560,7 +560,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -581,7 +581,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -692,7 +692,7 @@
        "38  Fruit, (art de conserver le) Economie rustiq. ...  "
       ]
      },
-     "execution_count": 20,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -713,7 +713,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -743,7 +743,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -761,7 +761,7 @@
        "Name: filename, dtype: int64"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -815,18 +815,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "b98f0029867448a199b879e25dace917",
+       "model_id": "2f7dc162de524af499c186a7f718214f",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "Downloading https://raw.githubusercontent.com/stanfordnlp/stanza-resources/main/resources_1.4.0.json:   0%|   …"
+       "Downloading https://raw.githubusercontent.com/stanfordnlp/stanza-resources/main/resources_1.2.2.json:   0%|   …"
       ]
      },
      "metadata": {},
@@ -836,9 +836,9 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-09-16 09:16:43 INFO: Downloading default packages for language: fr (French)...\n",
-      "2022-09-16 09:16:44 INFO: File exists: /Users/lmoncla/stanza_resources/fr/default.zip\n",
-      "2022-09-16 09:16:47 INFO: Finished downloading models and saved to /Users/lmoncla/stanza_resources.\n"
+      "2022-09-22 15:58:36 INFO: Downloading default packages for language: fr (French)...\n",
+      "2022-09-22 15:58:37 INFO: File exists: /Users/lmoncla/stanza_resources/fr/default.zip.\n",
+      "2022-09-22 15:58:40 INFO: Finished downloading models and saved to /Users/lmoncla/stanza_resources.\n"
      ]
     }
    ],
@@ -857,29 +857,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "561ecbb0a447489e9ccf9dbe8dbf3b16",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Downloading https://raw.githubusercontent.com/stanfordnlp/stanza-resources/main/resources_1.4.0.json:   0%|   …"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-09-16 09:16:56 WARNING: Language fr package default expects mwt, which has been added\n",
-      "2022-09-16 09:16:57 INFO: Loading these models for language: fr (French):\n",
+      "2022-09-22 15:58:43 WARNING: Language fr package default expects mwt, which has been added\n",
+      "2022-09-22 15:58:43 INFO: Loading these models for language: fr (French):\n",
       "=======================\n",
       "| Processor | Package |\n",
       "-----------------------\n",
@@ -888,11 +874,11 @@
       "| ner       | wikiner |\n",
       "=======================\n",
       "\n",
-      "2022-09-16 09:16:57 INFO: Use device: cpu\n",
-      "2022-09-16 09:16:57 INFO: Loading: tokenize\n",
-      "2022-09-16 09:16:57 INFO: Loading: mwt\n",
-      "2022-09-16 09:16:57 INFO: Loading: ner\n",
-      "2022-09-16 09:16:58 INFO: Done loading processors!\n"
+      "2022-09-22 15:58:43 INFO: Use device: cpu\n",
+      "2022-09-22 15:58:43 INFO: Loading: tokenize\n",
+      "2022-09-22 15:58:43 INFO: Loading: mwt\n",
+      "2022-09-22 15:58:43 INFO: Loading: ner\n",
+      "2022-09-22 15:58:44 INFO: Done loading processors!\n"
      ]
     }
    ],
@@ -909,7 +895,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -933,7 +919,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -949,7 +935,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -957,7 +943,6 @@
      "output_type": "stream",
      "text": [
       "ARQUES LOC\n",
-      "(Géog LOC\n",
       "France LOC\n",
       "Normandie LOC\n",
       "pays de Caux LOC\n",
@@ -992,54 +977,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Collecting fr-core-news-sm==3.4.0\n",
-      "  Downloading https://github.com/explosion/spacy-models/releases/download/fr_core_news_sm-3.4.0/fr_core_news_sm-3.4.0-py3-none-any.whl (16.3 MB)\n",
-      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m16.3/16.3 MB\u001b[0m \u001b[31m10.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
-      "\u001b[?25hRequirement already satisfied: spacy<3.5.0,>=3.4.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from fr-core-news-sm==3.4.0) (3.4.1)\n",
-      "Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.10.0,>=1.7.4 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (1.9.2)\n",
-      "Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.9 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (3.0.10)\n",
-      "Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (3.3.0)\n",
-      "Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (1.0.3)\n",
-      "Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (3.0.7)\n",
-      "Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (4.64.1)\n",
-      "Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2.4.4)\n",
-      "Requirement already satisfied: setuptools in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (65.3.0)\n",
-      "Requirement already satisfied: typer<0.5.0,>=0.3.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (0.4.2)\n",
-      "Requirement already satisfied: packaging>=20.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (21.3)\n",
-      "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2.28.1)\n",
-      "Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2.0.6)\n",
-      "Requirement already satisfied: pathy>=0.3.5 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (0.6.2)\n",
-      "Requirement already satisfied: numpy>=1.15.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (1.23.3)\n",
-      "Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (0.10.1)\n",
-      "Requirement already satisfied: thinc<8.2.0,>=8.1.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (8.1.1)\n",
-      "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (1.0.8)\n",
-      "Requirement already satisfied: jinja2 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (3.1.2)\n",
-      "Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2.0.8)\n",
-      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from packaging>=20.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (3.0.9)\n",
-      "Requirement already satisfied: smart-open<6.0.0,>=5.2.1 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from pathy>=0.3.5->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (5.2.1)\n",
-      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from pydantic!=1.8,!=1.8.1,<1.10.0,>=1.7.4->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (4.3.0)\n",
-      "Requirement already satisfied: idna<4,>=2.5 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (3.3)\n",
-      "Requirement already satisfied: charset-normalizer<3,>=2 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2.1.1)\n",
-      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (1.26.11)\n",
-      "Requirement already satisfied: certifi>=2017.4.17 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2022.6.15.1)\n",
-      "Requirement already satisfied: confection<1.0.0,>=0.0.1 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from thinc<8.2.0,>=8.1.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (0.0.1)\n",
-      "Requirement already satisfied: blis<0.10.0,>=0.7.8 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from thinc<8.2.0,>=8.1.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (0.9.1)\n",
-      "Requirement already satisfied: click<9.0.0,>=7.1.1 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from typer<0.5.0,>=0.3.0->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (8.1.3)\n",
-      "Requirement already satisfied: MarkupSafe>=2.0 in /opt/homebrew/Caskroom/miniforge/base/envs/tdm-geoparsing-py39/lib/python3.9/site-packages (from jinja2->spacy<3.5.0,>=3.4.0->fr-core-news-sm==3.4.0) (2.1.1)\n",
-      "Installing collected packages: fr-core-news-sm\n",
-      "Successfully installed fr-core-news-sm-3.4.0\n",
-      "\u001b[38;5;2m✔ Download and installation successful\u001b[0m\n",
-      "You can now load the package via spacy.load('fr_core_news_sm')\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "!python -m spacy download fr_core_news_sm"
    ]
@@ -1053,7 +993,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1069,7 +1009,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1085,7 +1025,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1101,18 +1041,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Géog MISC\n",
+      "ARQUES LOC\n",
+      "Géog LOC\n",
       "de France LOC\n",
       "Normandie LOC\n",
       "pays de Caux LOC\n",
-      "Arques LOC\n"
+      "Arques LOC\n",
+      "Long LOC\n",
+      "lat LOC\n"
      ]
     }
    ],
@@ -1130,16 +1073,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">* ARQUES, (\n",
-       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">* \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    ARQUES\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", (\n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
        "    Géog\n",
-       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">MISC</span>\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
        "</mark>\n",
        ".) petite ville \n",
        "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
@@ -1161,7 +1109,17 @@
        "    Arques\n",
        "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
        "</mark>\n",
-       ". Long. 18. 50. lat. 49. 54.</div></span>"
+       ". \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Long\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 18. 50. \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    lat\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 49. 54.</div></span>"
       ],
       "text/plain": [
        "<IPython.core.display.HTML object>"
@@ -1191,7 +1149,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1207,7 +1165,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1223,7 +1181,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -1253,7 +1211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -1297,29 +1255,444 @@
      },
      "metadata": {},
      "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "displacy.render(doc.to_spacy_doc(), style=\"ent\", jupyter=True)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "* Afficher de manière graphique les entités nommées étendues avec `displaCy` :"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 44,
-   "metadata": {},
-   "outputs": [
+    }
+   ],
+   "source": [
+    "displacy.render(doc.to_spacy_doc(), style=\"ent\", jupyter=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* Afficher de manière graphique les entités nommées étendues avec `displaCy` :"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<span class=\"tex2jax_ignore\"><div class=\"spans\" style=\"line-height: 2.5; direction: ltr\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    *\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ddd; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        MISC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    ARQUES\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       ", ( Géog . ) \n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    petite\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    ville\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    de\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    France\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       ", en \n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Normandie\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       ", au \n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    pays\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    de\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Caux\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       ", sur \n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    la\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    petite\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    riviere\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    d'\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Arques\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ff9561; top: 57px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        LOC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       ". \n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Long\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "    <span style=\"background: #ddd; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
+       "        MISC\n",
+       "    </span>\n",
+       "</span>\n",
+       "\n",
+       "\n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    .\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    18\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    .\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    50\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    .\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    lat\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    .\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    49\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    .\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    54\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    .\n",
+       "    \n",
+       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
+       "</span>\n",
+       "\n",
+       "    \n",
+       "</span>\n",
+       "</div></span>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "displacy.render(doc.to_spacy_doc(), style=\"span\", jupyter=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 5.4 Expérimentations et comparaison"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "* Beaufort, (Géog.) ville de Savoie, sur la riviere \n",
+      "d'Oron. Long. 24. 18. lat. 45. 40.\n"
+     ]
+    }
+   ],
+   "source": [
+    "filepath = 'data/volume02-1365.txt'\n",
+    "with open(filepath) as f:\n",
+    "    beaufort_article = f.read()\n",
+    "\n",
+    "print(beaufort_article)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* Perdido"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">* \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Beaufort\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       " , ( Géog . ) ville de \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Savoie\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       " , sur la riviere d' \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Oron\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       " . \n",
+       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Long . 24 . 18 . lat . 45 . 40 .\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">MISC</span>\n",
+       "</mark>\n",
+       " </div></span>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
        "<span class=\"tex2jax_ignore\"><div class=\"spans\" style=\"line-height: 2.5; direction: ltr\">\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    *\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1335,8 +1708,8 @@
        "\n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 77px;\">\n",
-       "    ARQUES\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Beaufort\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1354,82 +1727,13 @@
        "\n",
        "</span>\n",
        ", ( Géog . ) \n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    petite\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
-       "        LOC\n",
-       "    </span>\n",
-       "</span>\n",
-       "\n",
-       "\n",
-       "</span>\n",
-       "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    ville\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
        "\n",
        "    \n",
-       "</span>\n",
-       "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    de\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "    \n",
-       "</span>\n",
-       "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 77px;\">\n",
-       "    France\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "<span style=\"background: #ff9561; top: 57px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 57px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
-       "        LOC\n",
-       "    </span>\n",
-       "</span>\n",
-       "\n",
-       "\n",
-       "</span>\n",
-       ", en \n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    Normandie\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
-       "        LOC\n",
-       "    </span>\n",
-       "</span>\n",
-       "\n",
-       "\n",
-       "</span>\n",
-       ", au \n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    pays\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "    <span style=\"background: #ff9561; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
        "        LOC\n",
@@ -1439,7 +1743,7 @@
        "\n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    de\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1448,8 +1752,8 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 77px;\">\n",
-       "    Caux\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Savoie\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1467,7 +1771,7 @@
        "\n",
        "</span>\n",
        ", sur \n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    la\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1483,16 +1787,7 @@
        "\n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    petite\n",
-       "    \n",
-       "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
-       "</span>\n",
-       "\n",
-       "    \n",
-       "</span>\n",
-       "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    riviere\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1501,7 +1796,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    d'\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1510,8 +1805,8 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 77px;\">\n",
-       "    Arques\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    Oron\n",
        "    \n",
        "<span style=\"background: #ff9561; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1529,7 +1824,7 @@
        "\n",
        "</span>\n",
        ". \n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    Long\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1545,7 +1840,7 @@
        "\n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    .\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1554,8 +1849,8 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    18\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    24\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1563,7 +1858,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    .\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1572,8 +1867,8 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    50\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    18\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1581,7 +1876,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    .\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1590,7 +1885,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    lat\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1599,7 +1894,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    .\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1608,8 +1903,8 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    49\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    45\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1617,7 +1912,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    .\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1626,8 +1921,8 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
-       "    54\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
+       "    40\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
        "</span>\n",
@@ -1635,7 +1930,7 @@
        "    \n",
        "</span>\n",
        "\n",
-       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
+       "<span style=\"font-weight: bold; display: inline-block; position: relative;\">\n",
        "    .\n",
        "    \n",
        "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
@@ -1654,6 +1949,8 @@
     }
    ],
    "source": [
+    "doc = geoparser(beaufort_article)\n",
+    "displacy.render(doc.to_spacy_doc(), style=\"ent\", jupyter=True)\n",
     "displacy.render(doc.to_spacy_doc(), style=\"span\", jupyter=True)"
    ]
   },
@@ -1661,29 +1958,197 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 5.4 Expérimentations et comparaison"
+    "* spaCy"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">* \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Beaufort\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", (\n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Géog\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ".) ville de \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Savoie\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", sur la riviere </br>d'Oron. Long. 24. 18. \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    lat\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 45. 40.</div></span>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "doc = spacy_parser(beaufort_article)\n",
+    "displacy.render(doc, style=\"ent\", jupyter=True) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": []
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">* \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Beaufort\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", (\n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Géog\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ".) ville de \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Savoie\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", sur la riviere d'\n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Oron\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Long\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 24. 18. \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    lat\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 45. 40.</div></span>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "beaufort_norm = beaufort_article.replace('\\n', '')\n",
+    "doc = spacy_parser(beaufort_norm)\n",
+    "displacy.render(doc, style=\"ent\", jupyter=True) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": []
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 38,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">* \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Beaufort\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", (\n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Géog\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ".) ville de \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Savoie\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ", sur la \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    rivière d'Oron\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    Long\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 24. 18. \n",
+       "<mark class=\"entity\" style=\"background: #ff9561; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
+       "    lat\n",
+       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">LOC</span>\n",
+       "</mark>\n",
+       ". 45. 40.</div></span>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "beaufort_norm = beaufort_norm.replace('riviere', 'rivière')\n",
+    "doc = spacy_parser(beaufort_norm)\n",
+    "displacy.render(doc, style=\"ent\", jupyter=True) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* Stanza"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Beaufort LOC\n",
+      "Savoie LOC\n",
+      "Oron LOC\n"
+     ]
+    }
+   ],
+   "source": [
+    "doc = stanza_parser(beaufort_article)\n",
+    "for ent in doc.ents:\n",
+    "    print(ent.text, ent.type)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -1710,7 +2175,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1727,7 +2192,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -1779,7 +2244,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [
     {
@@ -1810,7 +2275,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_94e5b4d94b94e9cc40b870c5ed322bdc {\n",
+       "                #map_6dbf584961a53874bc9d540badef0612 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -1838,13 +2303,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_94e5b4d94b94e9cc40b870c5ed322bdc&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_6dbf584961a53874bc9d540badef0612&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_94e5b4d94b94e9cc40b870c5ed322bdc = L.map(\n",
-       "                &quot;map_94e5b4d94b94e9cc40b870c5ed322bdc&quot;,\n",
+       "            var map_6dbf584961a53874bc9d540badef0612 = L.map(\n",
+       "                &quot;map_6dbf584961a53874bc9d540badef0612&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -1858,38 +2323,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_25a9a829337af9eb39ad4504b0038ef4 = L.tileLayer(\n",
+       "            var tile_layer_2f85a522000c17f5b0d7c28778e46700 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_94e5b4d94b94e9cc40b870c5ed322bdc);\n",
+       "            ).addTo(map_6dbf584961a53874bc9d540badef0612);\n",
        "        \n",
        "    \n",
-       "            map_94e5b4d94b94e9cc40b870c5ed322bdc.fitBounds(\n",
+       "            map_6dbf584961a53874bc9d540badef0612.fitBounds(\n",
        "                [[43.509654, 0.313853], [50.739664, 3.363576]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a_onEachFeature(feature, layer) {\n",
+       "        function geo_json_281df9179c3992231a899246639ff237_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a_onEachFeature,\n",
+       "        var geo_json_281df9179c3992231a899246639ff237 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_281df9179c3992231a899246639ff237_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a_add (data) {\n",
-       "            geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a\n",
+       "        function geo_json_281df9179c3992231a899246639ff237_add (data) {\n",
+       "            geo_json_281df9179c3992231a899246639ff237\n",
        "                .addData(data)\n",
-       "                .addTo(map_94e5b4d94b94e9cc40b870c5ed322bdc);\n",
+       "                .addTo(map_6dbf584961a53874bc9d540badef0612);\n",
        "        }\n",
-       "            geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.3&quot;, &quot;name&quot;: &quot;ARQUES&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.888334, 46.603354], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.7&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.313853, 49.067771], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.9&quot;, &quot;name&quot;: &quot;Normandie&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Normandie, France m\\u00e9tropolitaine, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.363576, 43.509654], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.13&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Caux, B\\u00e9ziers, H\\u00e9rault, Occitanie, France m\\u00e9tropolitaine, 34720, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.17&quot;, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_281df9179c3992231a899246639ff237_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.3&quot;, &quot;name&quot;: &quot;ARQUES&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.888334, 46.603354], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.7&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.313853, 49.067771], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.9&quot;, &quot;name&quot;: &quot;Normandie&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Normandie, France m\\u00e9tropolitaine, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.363576, 43.509654], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.13&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Caux, B\\u00e9ziers, H\\u00e9rault, Occitanie, France m\\u00e9tropolitaine, 34720, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.17&quot;, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_7baf9297b4ebcbe96bd71ce6c3deed7a.bindTooltip(\n",
+       "    geo_json_281df9179c3992231a899246639ff237.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -1915,10 +2380,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2ea090b80>"
+       "<folium.folium.Map at 0x1393fac40>"
       ]
      },
-     "execution_count": 57,
+     "execution_count": 42,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1948,7 +2413,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [
     {
@@ -1979,7 +2444,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_e10fc9f543e651396bfbe0c40805f167 {\n",
+       "                #map_dd89ac42ae870cbb7159446777545839 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -2007,13 +2472,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_e10fc9f543e651396bfbe0c40805f167&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_dd89ac42ae870cbb7159446777545839&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_e10fc9f543e651396bfbe0c40805f167 = L.map(\n",
-       "                &quot;map_e10fc9f543e651396bfbe0c40805f167&quot;,\n",
+       "            var map_dd89ac42ae870cbb7159446777545839 = L.map(\n",
+       "                &quot;map_dd89ac42ae870cbb7159446777545839&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -2027,38 +2492,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_5bd445761ca880d456df216c8c21baee = L.tileLayer(\n",
+       "            var tile_layer_4782d904886c3e3281ca12fdeeb6a9d5 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_e10fc9f543e651396bfbe0c40805f167);\n",
+       "            ).addTo(map_dd89ac42ae870cbb7159446777545839);\n",
        "        \n",
        "    \n",
-       "            map_e10fc9f543e651396bfbe0c40805f167.fitBounds(\n",
+       "            map_dd89ac42ae870cbb7159446777545839.fitBounds(\n",
        "                [[43.509654, 0.313853], [50.739664, 3.363576]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_47cfcb0b85833c215e0616c0b57df4d8_onEachFeature(feature, layer) {\n",
+       "        function geo_json_e9249a4c2a76a2aa70bfb96df78778d6_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_47cfcb0b85833c215e0616c0b57df4d8 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_47cfcb0b85833c215e0616c0b57df4d8_onEachFeature,\n",
+       "        var geo_json_e9249a4c2a76a2aa70bfb96df78778d6 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_e9249a4c2a76a2aa70bfb96df78778d6_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_47cfcb0b85833c215e0616c0b57df4d8_add (data) {\n",
-       "            geo_json_47cfcb0b85833c215e0616c0b57df4d8\n",
+       "        function geo_json_e9249a4c2a76a2aa70bfb96df78778d6_add (data) {\n",
+       "            geo_json_e9249a4c2a76a2aa70bfb96df78778d6\n",
        "                .addData(data)\n",
-       "                .addTo(map_e10fc9f543e651396bfbe0c40805f167);\n",
+       "                .addTo(map_dd89ac42ae870cbb7159446777545839);\n",
        "        }\n",
-       "            geo_json_47cfcb0b85833c215e0616c0b57df4d8_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.888334, 46.603354], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.313853, 49.067771], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Normandie&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Normandie, France m\\u00e9tropolitaine, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.363576, 43.509654], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Caux, B\\u00e9ziers, H\\u00e9rault, Occitanie, France m\\u00e9tropolitaine, 34720, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_e9249a4c2a76a2aa70bfb96df78778d6_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.888334, 46.603354], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.313853, 49.067771], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Normandie&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Normandie, France m\\u00e9tropolitaine, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.363576, 43.509654], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Caux, B\\u00e9ziers, H\\u00e9rault, Occitanie, France m\\u00e9tropolitaine, 34720, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_47cfcb0b85833c215e0616c0b57df4d8.bindTooltip(\n",
+       "    geo_json_e9249a4c2a76a2aa70bfb96df78778d6.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -2084,10 +2549,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2ea090580>"
+       "<folium.folium.Map at 0x1364444c0>"
       ]
      },
-     "execution_count": 61,
+     "execution_count": 43,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2114,7 +2579,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
@@ -2145,7 +2610,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_be6124bcf640029daca852b2cbdb4231 {\n",
+       "                #map_59535c55be1b5637c40456b8f5f7883d {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -2173,13 +2638,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_be6124bcf640029daca852b2cbdb4231&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_59535c55be1b5637c40456b8f5f7883d&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_be6124bcf640029daca852b2cbdb4231 = L.map(\n",
-       "                &quot;map_be6124bcf640029daca852b2cbdb4231&quot;,\n",
+       "            var map_59535c55be1b5637c40456b8f5f7883d = L.map(\n",
+       "                &quot;map_59535c55be1b5637c40456b8f5f7883d&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -2193,38 +2658,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_b9370e9f8be546bdc6580266e27d367d = L.tileLayer(\n",
+       "            var tile_layer_47edb15d276c90ac632a05cf233927bf = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_be6124bcf640029daca852b2cbdb4231);\n",
+       "            ).addTo(map_59535c55be1b5637c40456b8f5f7883d);\n",
        "        \n",
        "    \n",
-       "            map_be6124bcf640029daca852b2cbdb4231.fitBounds(\n",
+       "            map_59535c55be1b5637c40456b8f5f7883d.fitBounds(\n",
        "                [[50.739664, 2.306207], [50.739664, 2.306207]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_2397947c8ad71c3f6bb866e59390c38b_onEachFeature(feature, layer) {\n",
+       "        function geo_json_64e3f540392f97569e50336fe10eccb6_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_2397947c8ad71c3f6bb866e59390c38b = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_2397947c8ad71c3f6bb866e59390c38b_onEachFeature,\n",
+       "        var geo_json_64e3f540392f97569e50336fe10eccb6 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_64e3f540392f97569e50336fe10eccb6_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_2397947c8ad71c3f6bb866e59390c38b_add (data) {\n",
-       "            geo_json_2397947c8ad71c3f6bb866e59390c38b\n",
+       "        function geo_json_64e3f540392f97569e50336fe10eccb6_add (data) {\n",
+       "            geo_json_64e3f540392f97569e50336fe10eccb6\n",
        "                .addData(data)\n",
-       "                .addTo(map_be6124bcf640029daca852b2cbdb4231);\n",
+       "                .addTo(map_59535c55be1b5637c40456b8f5f7883d);\n",
        "        }\n",
-       "            geo_json_2397947c8ad71c3f6bb866e59390c38b_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_64e3f540392f97569e50336fe10eccb6_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_2397947c8ad71c3f6bb866e59390c38b.bindTooltip(\n",
+       "    geo_json_64e3f540392f97569e50336fe10eccb6.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -2250,10 +2715,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2ea090ee0>"
+       "<folium.folium.Map at 0x139498370>"
       ]
      },
-     "execution_count": 62,
+     "execution_count": 44,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2277,7 +2742,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [
     {
@@ -2308,7 +2773,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_147b68973bd8a4617348ab054d1515e8 {\n",
+       "                #map_63618c96462536617818b2f8b2a44078 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -2336,13 +2801,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_147b68973bd8a4617348ab054d1515e8&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_63618c96462536617818b2f8b2a44078&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_147b68973bd8a4617348ab054d1515e8 = L.map(\n",
-       "                &quot;map_147b68973bd8a4617348ab054d1515e8&quot;,\n",
+       "            var map_63618c96462536617818b2f8b2a44078 = L.map(\n",
+       "                &quot;map_63618c96462536617818b2f8b2a44078&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -2356,38 +2821,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_28748615e9f174a487f0d9f695c1261f = L.tileLayer(\n",
+       "            var tile_layer_9f730c6cce107b4cd251ef58c29c184d = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_147b68973bd8a4617348ab054d1515e8);\n",
+       "            ).addTo(map_63618c96462536617818b2f8b2a44078);\n",
        "        \n",
        "    \n",
-       "            map_147b68973bd8a4617348ab054d1515e8.fitBounds(\n",
+       "            map_63618c96462536617818b2f8b2a44078.fitBounds(\n",
        "                [[41.661452, -8.721672], [50.746125, 3.119602]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_8e2a0159718eca287c433a12e1b757de_onEachFeature(feature, layer) {\n",
+       "        function geo_json_bec8a3ab7635a52f96c2bb02f32faa57_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_8e2a0159718eca287c433a12e1b757de = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_8e2a0159718eca287c433a12e1b757de_onEachFeature,\n",
+       "        var geo_json_bec8a3ab7635a52f96c2bb02f32faa57 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_bec8a3ab7635a52f96c2bb02f32faa57_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_8e2a0159718eca287c433a12e1b757de_add (data) {\n",
-       "            geo_json_8e2a0159718eca287c433a12e1b757de\n",
+       "        function geo_json_bec8a3ab7635a52f96c2bb02f32faa57_add (data) {\n",
+       "            geo_json_bec8a3ab7635a52f96c2bb02f32faa57\n",
        "                .addData(data)\n",
-       "                .addTo(map_147b68973bd8a4617348ab054d1515e8);\n",
+       "                .addTo(map_63618c96462536617818b2f8b2a44078);\n",
        "        }\n",
-       "            geo_json_8e2a0159718eca287c433a12e1b757de_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.374819, 42.952872], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Limoux, Aude, Occitanie, France m\\u00e9tropolitaine, 11190, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.799134, 44.317619], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Millau, Aveyron, Occitanie, France m\\u00e9tropolitaine, 12290, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.648002, 44.968669], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Strenquels, Gourdon, Lot, Occitanie, France m\\u00e9tropolitaine, 46110, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-8.721672, 41.661452], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;Portugal&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Vila de Punhe, Viana do Castelo, 4905-643, Portugal&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.119602, 44.004793], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Lapanouse-de-Cernon, Millau, Aveyron, Occitanie, France m\\u00e9tropolitaine, 12230, France&quot;, &quot;type&quot;: &quot;isolated_dwelling&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.320674, 50.746125], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques (Parc naturel r\\u00e9gional des caps et marais d\\u0027Opale), Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;admin_fraction&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.05149, 42.812241], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Galinagues, Limoux, Aude, Occitanie, France m\\u00e9tropolitaine, 11140, France&quot;, &quot;type&quot;: &quot;locality&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.252495, 43.245551], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arqu\\u00e8s, Goudon, Tarbes, Hautes-Pyr\\u00e9n\\u00e9es, Occitanie, France m\\u00e9tropolitaine, 65190, France&quot;, &quot;type&quot;: &quot;locality&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.302074, 50.728092], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Rue de Boulogne, Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_bec8a3ab7635a52f96c2bb02f32faa57_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [2.306207, 50.739664], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.374819, 42.952872], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Limoux, Aude, Occitanie, France m\\u00e9tropolitaine, 11190, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.799134, 44.317619], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Millau, Aveyron, Occitanie, France m\\u00e9tropolitaine, 12290, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.648002, 44.968669], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Strenquels, Gourdon, Lot, Occitanie, France m\\u00e9tropolitaine, 46110, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-8.721672, 41.661452], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;Portugal&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Vila de Punhe, Viana do Castelo, 4905-643, Portugal&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.119602, 44.004793], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Lapanouse-de-Cernon, Millau, Aveyron, Occitanie, France m\\u00e9tropolitaine, 12230, France&quot;, &quot;type&quot;: &quot;isolated_dwelling&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.320674, 50.746125], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques (Parc naturel r\\u00e9gional des caps et marais d\\u0027Opale), Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;admin_fraction&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.05149, 42.812241], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Galinagues, Limoux, Aude, Occitanie, France m\\u00e9tropolitaine, 11140, France&quot;, &quot;type&quot;: &quot;locality&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.252495, 43.245551], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arqu\\u00e8s, Goudon, Tarbes, Hautes-Pyr\\u00e9n\\u00e9es, Occitanie, France m\\u00e9tropolitaine, 65190, France&quot;, &quot;type&quot;: &quot;locality&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.302074, 50.728092], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Arques, Rue de Boulogne, Arques, Saint-Omer, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62510, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_8e2a0159718eca287c433a12e1b757de.bindTooltip(\n",
+       "    geo_json_bec8a3ab7635a52f96c2bb02f32faa57.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -2413,10 +2878,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2d7067910>"
+       "<folium.folium.Map at 0x13960ae50>"
       ]
      },
-     "execution_count": 67,
+     "execution_count": 45,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2438,7 +2903,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
@@ -2469,7 +2934,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_dbd840986bf0902bc4b8155da08ddc99 {\n",
+       "                #map_df27575fa06ed6bef2bba3057abe507b {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -2497,13 +2962,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_dbd840986bf0902bc4b8155da08ddc99&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_df27575fa06ed6bef2bba3057abe507b&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_dbd840986bf0902bc4b8155da08ddc99 = L.map(\n",
-       "                &quot;map_dbd840986bf0902bc4b8155da08ddc99&quot;,\n",
+       "            var map_df27575fa06ed6bef2bba3057abe507b = L.map(\n",
+       "                &quot;map_df27575fa06ed6bef2bba3057abe507b&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -2517,38 +2982,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_e7e286511395268233aaa50b6fe19ca2 = L.tileLayer(\n",
+       "            var tile_layer_08e1e9b0627908a05f97b17fd829ee58 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_dbd840986bf0902bc4b8155da08ddc99);\n",
+       "            ).addTo(map_df27575fa06ed6bef2bba3057abe507b);\n",
        "        \n",
        "    \n",
-       "            map_dbd840986bf0902bc4b8155da08ddc99.fitBounds(\n",
+       "            map_df27575fa06ed6bef2bba3057abe507b.fitBounds(\n",
        "                [[42.734711, 1.544996], [42.734711, 1.544996]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_1b868beb5b1893a2cd9654b8c6102169_onEachFeature(feature, layer) {\n",
+       "        function geo_json_90ec7e368d77ecab5072aa089af85213_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_1b868beb5b1893a2cd9654b8c6102169 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_1b868beb5b1893a2cd9654b8c6102169_onEachFeature,\n",
+       "        var geo_json_90ec7e368d77ecab5072aa089af85213 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_90ec7e368d77ecab5072aa089af85213_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_1b868beb5b1893a2cd9654b8c6102169_add (data) {\n",
-       "            geo_json_1b868beb5b1893a2cd9654b8c6102169\n",
+       "        function geo_json_90ec7e368d77ecab5072aa089af85213_add (data) {\n",
+       "            geo_json_90ec7e368d77ecab5072aa089af85213\n",
        "                .addData(data)\n",
-       "                .addTo(map_dbd840986bf0902bc4b8155da08ddc99);\n",
+       "                .addTo(map_df27575fa06ed6bef2bba3057abe507b);\n",
        "        }\n",
-       "            geo_json_1b868beb5b1893a2cd9654b8c6102169_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [1.544996, 42.734711], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Siguer&quot;, &quot;type&quot;: &quot;Versant&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_90ec7e368d77ecab5072aa089af85213_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [1.544996, 42.734711], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Siguer&quot;, &quot;type&quot;: &quot;Versant&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_1b868beb5b1893a2cd9654b8c6102169.bindTooltip(\n",
+       "    geo_json_90ec7e368d77ecab5072aa089af85213.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -2574,10 +3039,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2d7074730>"
+       "<folium.folium.Map at 0x1393e1a60>"
       ]
      },
-     "execution_count": 68,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2599,7 +3064,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 47,
    "metadata": {},
    "outputs": [
     {
@@ -2630,7 +3095,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_46429928ee4bb195ccc43e51bb0faa68 {\n",
+       "                #map_6ba7d3b7d2655ead73b72063fddf7be4 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -2658,13 +3123,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_46429928ee4bb195ccc43e51bb0faa68&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_6ba7d3b7d2655ead73b72063fddf7be4&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_46429928ee4bb195ccc43e51bb0faa68 = L.map(\n",
-       "                &quot;map_46429928ee4bb195ccc43e51bb0faa68&quot;,\n",
+       "            var map_6ba7d3b7d2655ead73b72063fddf7be4 = L.map(\n",
+       "                &quot;map_6ba7d3b7d2655ead73b72063fddf7be4&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -2678,38 +3143,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_e4163f67394617bad21dd8885fb1d484 = L.tileLayer(\n",
+       "            var tile_layer_9721647b4c037252ae072e97ea081792 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_46429928ee4bb195ccc43e51bb0faa68);\n",
+       "            ).addTo(map_6ba7d3b7d2655ead73b72063fddf7be4);\n",
        "        \n",
        "    \n",
-       "            map_46429928ee4bb195ccc43e51bb0faa68.fitBounds(\n",
+       "            map_6ba7d3b7d2655ead73b72063fddf7be4.fitBounds(\n",
        "                [[42.734711, 0.253068], [50.733882, 2.799876]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_eda3647008bc9fd3c836bd1839931f40_onEachFeature(feature, layer) {\n",
+       "        function geo_json_d25949ec49df3d1b808485fe3abfc56e_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_eda3647008bc9fd3c836bd1839931f40 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_eda3647008bc9fd3c836bd1839931f40_onEachFeature,\n",
+       "        var geo_json_d25949ec49df3d1b808485fe3abfc56e = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_d25949ec49df3d1b808485fe3abfc56e_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_eda3647008bc9fd3c836bd1839931f40_add (data) {\n",
-       "            geo_json_eda3647008bc9fd3c836bd1839931f40\n",
+       "        function geo_json_d25949ec49df3d1b808485fe3abfc56e_add (data) {\n",
+       "            geo_json_d25949ec49df3d1b808485fe3abfc56e\n",
        "                .addData(data)\n",
-       "                .addTo(map_46429928ee4bb195ccc43e51bb0faa68);\n",
+       "                .addTo(map_6ba7d3b7d2655ead73b72063fddf7be4);\n",
        "        }\n",
-       "            geo_json_eda3647008bc9fd3c836bd1839931f40_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [1.544996, 42.734711], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Siguer&quot;, &quot;type&quot;: &quot;Versant&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.376764, 42.952434], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.799876, 44.317956], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.250132, 43.293669], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Marquefave&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.647947, 44.968879], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Strenquels&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.294824, 50.733882], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.253068, 43.245235], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Goudon&quot;, &quot;type&quot;: &quot;Lieu-dit non habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.792246, 44.065762], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Viala-du-Tarn&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.793915, 44.068551], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Viala-du-Tarn&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.125078, 49.880248], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques-la-Bataille&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_d25949ec49df3d1b808485fe3abfc56e_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [1.544996, 42.734711], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Siguer&quot;, &quot;type&quot;: &quot;Versant&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.376764, 42.952434], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.799876, 44.317956], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.250132, 43.293669], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Marquefave&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.647947, 44.968879], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Strenquels&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.294824, 50.733882], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.253068, 43.245235], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Goudon&quot;, &quot;type&quot;: &quot;Lieu-dit non habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.792246, 44.065762], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Viala-du-Tarn&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.793915, 44.068551], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Viala-du-Tarn&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.125078, 49.880248], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Arques&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Arques-la-Bataille&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_eda3647008bc9fd3c836bd1839931f40.bindTooltip(\n",
+       "    geo_json_d25949ec49df3d1b808485fe3abfc56e.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -2735,10 +3200,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2e81b0100>"
+       "<folium.folium.Map at 0x1393e1e80>"
       ]
      },
-     "execution_count": 69,
+     "execution_count": 47,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2777,7 +3242,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
@@ -2808,7 +3273,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_2f0c11ee659bebebb73f5ace63d9efc0 {\n",
+       "                #map_2f60482e1ad76c06d8a0a164e1edf2e8 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -2836,13 +3301,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_2f0c11ee659bebebb73f5ace63d9efc0&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_2f60482e1ad76c06d8a0a164e1edf2e8&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_2f0c11ee659bebebb73f5ace63d9efc0 = L.map(\n",
-       "                &quot;map_2f0c11ee659bebebb73f5ace63d9efc0&quot;,\n",
+       "            var map_2f60482e1ad76c06d8a0a164e1edf2e8 = L.map(\n",
+       "                &quot;map_2f60482e1ad76c06d8a0a164e1edf2e8&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -2856,38 +3321,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_e722ba722b5a3bfd4cddc51cf8ded6bb = L.tileLayer(\n",
+       "            var tile_layer_07e97932ffccc7aa63a649d591b507a9 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_2f0c11ee659bebebb73f5ace63d9efc0);\n",
+       "            ).addTo(map_2f60482e1ad76c06d8a0a164e1edf2e8);\n",
        "        \n",
        "    \n",
-       "            map_2f0c11ee659bebebb73f5ace63d9efc0.fitBounds(\n",
+       "            map_2f60482e1ad76c06d8a0a164e1edf2e8.fitBounds(\n",
        "                [[43.079622, -4.068862], [50.130325, 5.821841]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_668bf5efb10db7221ebe4ddb6f95ce3b_onEachFeature(feature, layer) {\n",
+       "        function geo_json_af9c2205b1a91c46be98c458d8993c75_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_668bf5efb10db7221ebe4ddb6f95ce3b = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_668bf5efb10db7221ebe4ddb6f95ce3b_onEachFeature,\n",
+       "        var geo_json_af9c2205b1a91c46be98c458d8993c75 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_af9c2205b1a91c46be98c458d8993c75_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_668bf5efb10db7221ebe4ddb6f95ce3b_add (data) {\n",
-       "            geo_json_668bf5efb10db7221ebe4ddb6f95ce3b\n",
+       "        function geo_json_af9c2205b1a91c46be98c458d8993c75_add (data) {\n",
+       "            geo_json_af9c2205b1a91c46be98c458d8993c75\n",
        "                .addData(data)\n",
-       "                .addTo(map_2f0c11ee659bebebb73f5ace63d9efc0);\n",
+       "                .addTo(map_2f60482e1ad76c06d8a0a164e1edf2e8);\n",
        "        }\n",
-       "            geo_json_668bf5efb10db7221ebe4ddb6f95ce3b_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [5.096652, 45.869265], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Bressolles&quot;, &quot;type&quot;: &quot;Quartier&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.354185, 46.233164], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Meillonnas&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.67897, 44.471041], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;La Piarre&quot;, &quot;type&quot;: &quot;Bois&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.175565, 43.079622], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Gaja-et-Villedieu&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.789769, 43.233532], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Saint-Sernin&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.577606, 43.570891], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Vauvenargues&quot;, &quot;type&quot;: &quot;Ruines&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-0.848019, 45.603663], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Gr\\u00e9zac&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-0.581724, 45.494817], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Bois&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.617984, 45.368456], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.5&quot;, &quot;name&quot;: &quot;France&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Lagrauli\\u00e8re&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [0.941046, 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habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.039653, 45.401722], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;\\u00c9gletons&quot;, &quot;type&quot;: &quot;Quartier&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.888828, 45.30495], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Saint-Priest-de-Gimel&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.787262, 46.284578], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;La Celle-Dunoise&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.368457, 43.50344], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Caux&quot;, &quot;type&quot;: &quot;Commune&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.448328, 45.208555], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Saint-Privat-du-Dragon&quot;, &quot;type&quot;: &quot;Bois&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.13549, 44.381744], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Montcuq-en-Quercy-Blanc&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.684528, 45.458418], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;Caux&quot;, &quot;source&quot;: &quot;ign&quot;, &quot;sourceName&quot;: &quot;Saint-Donat&quot;, &quot;type&quot;: &quot;Lieu-dit habit\\u00e9&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_668bf5efb10db7221ebe4ddb6f95ce3b.bindTooltip(\n",
+       "    geo_json_af9c2205b1a91c46be98c458d8993c75.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -2913,10 +3378,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2ea1e3280>"
+       "<folium.folium.Map at 0x13667f8e0>"
       ]
      },
-     "execution_count": 79,
+     "execution_count": 48,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2950,7 +3415,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [
     {
@@ -3080,7 +3545,7 @@
        "4        0       0       0            0  "
       ]
      },
-     "execution_count": 81,
+     "execution_count": 49,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3095,7 +3560,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 50,
    "metadata": {},
    "outputs": [
     {
@@ -3104,7 +3569,7 @@
        "30"
       ]
      },
-     "execution_count": 82,
+     "execution_count": 50,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3122,7 +3587,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 108,
+   "execution_count": 51,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3132,7 +3597,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 109,
+   "execution_count": 52,
    "metadata": {},
    "outputs": [
     {
@@ -3141,7 +3606,7 @@
        "\"\\n\\nDépart du refuge d'Entre le Lac près du lac de la Plagne.\\nDu refuge Entre le Lac, un sentier remonte les pentes herbeuses et permet de rejoindre le GR5 un peu avant le chalet de la Grassaz (chalet du berger 2335m). Toujours en direction du sud, on remonte le vallon en longeant le ruisseau. On parvient ainsi à l'extrémité ouest du lac de Grattaleu; un peu plus haut, on atteint le refuge du col du Palet (2550m). On admire la beauté de la vallée et le sommet de Bellecote recouvert de glaciers. Le GR descend vers l'Est; le sentier serpente entre des entonnoirs créés dans le gypse par dissolution. Le GR passe sous un 1er télésiège, celui de Grattaleu, et près de l'arrivée d'un second, le Tichot. Au chalet de Lognan (croix) prendre à droite un sentier qui descend à Val Claret (2107m) (station de ski). Poursuivre jusqu'au chalet de la Leisse. Le GR55 s'élève vers le vallon du paquis. On passe en contrebas du chalet du Prariond; un peu plus loin on arrive à la bifurcation du col de Fresse (2531m). Laisser à gauche le sentier montant au col de Fresse (2576m), le GR55 continue sud sud ouest dans un décor sauvage entre le massif de la Grande motte et la pointe du Grand Pré; il grimpe parmi des rochers: les balises peuvent être des cairns; bien être attentif pour bien les suivre jusqu'au col de la Leisse (2758 m). Le GR55 descend dans une zone d'éboulis, bien suivre les cairns, par une piste peu visible. Ensuite, il longe le lac des Nettes dans un univers très minéral sur sa rive et pour en atteindre l'extrémité sud. On retrouve dans les alpages le sentier bien tracé qui parcourt le plan des Nettes sur la rive droite du torrent. Peu après un petit barrage qui est en cours de destruction, on arrive au refuge de la Leisse (2487m).\\n\\n\\n\\n\""
       ]
      },
-     "execution_count": 109,
+     "execution_count": 52,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3152,7 +3617,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 110,
+   "execution_count": 53,
    "metadata": {},
    "outputs": [
     {
@@ -3304,7 +3769,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 54,
    "metadata": {},
    "outputs": [
     {
@@ -3335,7 +3800,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_70b18832967330e906b27f597aeb9732 {\n",
+       "                #map_d85dc9fc1256e22e38aed83c0294ee98 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -3363,13 +3828,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_70b18832967330e906b27f597aeb9732&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_d85dc9fc1256e22e38aed83c0294ee98&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_70b18832967330e906b27f597aeb9732 = L.map(\n",
-       "                &quot;map_70b18832967330e906b27f597aeb9732&quot;,\n",
+       "            var map_d85dc9fc1256e22e38aed83c0294ee98 = L.map(\n",
+       "                &quot;map_d85dc9fc1256e22e38aed83c0294ee98&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -3383,57 +3848,57 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_93867c68e8bb29f0913303d071cc33d8 = L.tileLayer(\n",
+       "            var tile_layer_d92dd5bc2df5e5c972a44c1fa7ae80d4 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_70b18832967330e906b27f597aeb9732);\n",
+       "            ).addTo(map_d85dc9fc1256e22e38aed83c0294ee98);\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_c9dc27ac7a26440e2debd813aa954813_onEachFeature(feature, layer) {\n",
+       "        function geo_json_7694814747b554faf16d28136cbe8bb4_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_c9dc27ac7a26440e2debd813aa954813 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_c9dc27ac7a26440e2debd813aa954813_onEachFeature,\n",
+       "        var geo_json_7694814747b554faf16d28136cbe8bb4 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_7694814747b554faf16d28136cbe8bb4_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_c9dc27ac7a26440e2debd813aa954813_add (data) {\n",
-       "            geo_json_c9dc27ac7a26440e2debd813aa954813\n",
+       "        function geo_json_7694814747b554faf16d28136cbe8bb4_add (data) {\n",
+       "            geo_json_7694814747b554faf16d28136cbe8bb4\n",
        "                .addData(data)\n",
-       "                .addTo(map_70b18832967330e906b27f597aeb9732);\n",
+       "                .addTo(map_d85dc9fc1256e22e38aed83c0294ee98);\n",
        "        }\n",
-       "            geo_json_c9dc27ac7a26440e2debd813aa954813_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_7694814747b554faf16d28136cbe8bb4_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "            map_70b18832967330e906b27f597aeb9732.fitBounds(\n",
+       "            map_d85dc9fc1256e22e38aed83c0294ee98.fitBounds(\n",
        "                [[45.412971, 6.837532], [45.462018, 6.963285]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_6d5300315b25fd6c35618511577f3679_onEachFeature(feature, layer) {\n",
+       "        function geo_json_4b8eea9ca004e82e08a123391c62e40e_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_6d5300315b25fd6c35618511577f3679 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_6d5300315b25fd6c35618511577f3679_onEachFeature,\n",
+       "        var geo_json_4b8eea9ca004e82e08a123391c62e40e = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_4b8eea9ca004e82e08a123391c62e40e_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_6d5300315b25fd6c35618511577f3679_add (data) {\n",
-       "            geo_json_6d5300315b25fd6c35618511577f3679\n",
+       "        function geo_json_4b8eea9ca004e82e08a123391c62e40e_add (data) {\n",
+       "            geo_json_4b8eea9ca004e82e08a123391c62e40e\n",
        "                .addData(data)\n",
-       "                .addTo(map_70b18832967330e906b27f597aeb9732);\n",
+       "                .addTo(map_d85dc9fc1256e22e38aed83c0294ee98);\n",
        "        }\n",
-       "            geo_json_6d5300315b25fd6c35618511577f3679_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.456069, &quot;longitude&quot;: 6.837532, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: &quot;en.7&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.461481, &quot;longitude&quot;: 6.858926, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: &quot;en.15&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.863067, 45.451642], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.451642, &quot;longitude&quot;: 6.863067, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Signal du Palet, Champagny-en-Vanoise, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73350, France&quot;, &quot;xmlID&quot;: &quot;en.22&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.462018, &quot;longitude&quot;: 6.963285, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.26&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.461481, &quot;longitude&quot;: 6.858926, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: &quot;en.32&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.454039, &quot;longitude&quot;: 6.896874, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: &quot;en.34&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.46&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.914334, 45.458216], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.458216, &quot;longitude&quot;: 6.914334, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, GunPowder, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: &quot;en.52&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.442088, &quot;longitude&quot;: 6.92583, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.62&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.442088, &quot;longitude&quot;: 6.92583, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.66&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.76&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.412971, &quot;longitude&quot;: 6.89952, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;xmlID&quot;: &quot;en.82&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.412971, &quot;longitude&quot;: 6.89952, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;xmlID&quot;: &quot;en.86&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.90&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_4b8eea9ca004e82e08a123391c62e40e_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.456069, &quot;longitude&quot;: 6.837532, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: &quot;en.7&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.461481, &quot;longitude&quot;: 6.858926, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: &quot;en.15&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.863067, 45.451642], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.451642, &quot;longitude&quot;: 6.863067, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Signal du Palet, Champagny-en-Vanoise, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73350, France&quot;, &quot;xmlID&quot;: &quot;en.22&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.462018, &quot;longitude&quot;: 6.963285, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.26&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.461481, &quot;longitude&quot;: 6.858926, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: &quot;en.32&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.454039, &quot;longitude&quot;: 6.896874, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: &quot;en.34&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.46&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.914334, 45.458216], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.458216, &quot;longitude&quot;: 6.914334, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, GunPowder, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: &quot;en.52&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.442088, &quot;longitude&quot;: 6.92583, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.62&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.442088, &quot;longitude&quot;: 6.92583, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.66&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.76&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.412971, &quot;longitude&quot;: 6.89952, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;xmlID&quot;: &quot;en.82&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.412971, &quot;longitude&quot;: 6.89952, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;xmlID&quot;: &quot;en.86&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: &quot;en.90&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_6d5300315b25fd6c35618511577f3679.bindTooltip(\n",
+       "    geo_json_4b8eea9ca004e82e08a123391c62e40e.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -3459,10 +3924,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2f1fb9af0>"
+       "<folium.folium.Map at 0x13f337e80>"
       ]
      },
-     "execution_count": 126,
+     "execution_count": 54,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3487,7 +3952,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 59,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3497,7 +3962,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 60,
    "metadata": {},
    "outputs": [
     {
@@ -3528,7 +3993,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_3be5297bcda82ebe8c95fa85e5b69029 {\n",
+       "                #map_236dda3e0e68a8613374fa70e4ec0fd1 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -3556,13 +4021,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_3be5297bcda82ebe8c95fa85e5b69029&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_236dda3e0e68a8613374fa70e4ec0fd1&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_3be5297bcda82ebe8c95fa85e5b69029 = L.map(\n",
-       "                &quot;map_3be5297bcda82ebe8c95fa85e5b69029&quot;,\n",
+       "            var map_236dda3e0e68a8613374fa70e4ec0fd1 = L.map(\n",
+       "                &quot;map_236dda3e0e68a8613374fa70e4ec0fd1&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -3576,38 +4041,38 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_9b3df20b0a14d61cf597cfb63f05e725 = L.tileLayer(\n",
+       "            var tile_layer_473a370b14096c30545fb4b27e2b9a30 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_3be5297bcda82ebe8c95fa85e5b69029);\n",
+       "            ).addTo(map_236dda3e0e68a8613374fa70e4ec0fd1);\n",
        "        \n",
        "    \n",
-       "            map_3be5297bcda82ebe8c95fa85e5b69029.fitBounds(\n",
+       "            map_236dda3e0e68a8613374fa70e4ec0fd1.fitBounds(\n",
        "                [[38.674213, -91.338769], [53.582329, 21.987713]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_7e7065bb4d17ca5707a88375cf728cfd_onEachFeature(feature, layer) {\n",
+       "        function geo_json_f8c01c3d777e056b4d3bdab8e8e77bcc_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_7e7065bb4d17ca5707a88375cf728cfd = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_7e7065bb4d17ca5707a88375cf728cfd_onEachFeature,\n",
+       "        var geo_json_f8c01c3d777e056b4d3bdab8e8e77bcc = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_f8c01c3d777e056b4d3bdab8e8e77bcc_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_7e7065bb4d17ca5707a88375cf728cfd_add (data) {\n",
-       "            geo_json_7e7065bb4d17ca5707a88375cf728cfd\n",
+       "        function geo_json_f8c01c3d777e056b4d3bdab8e8e77bcc_add (data) {\n",
+       "            geo_json_f8c01c3d777e056b4d3bdab8e8e77bcc\n",
        "                .addData(data)\n",
-       "                .addTo(map_3be5297bcda82ebe8c95fa85e5b69029);\n",
+       "                .addTo(map_236dda3e0e68a8613374fa70e4ec0fd1);\n",
        "        }\n",
-       "            geo_json_7e7065bb4d17ca5707a88375cf728cfd_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [1.060214, 43.157123], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.3&quot;, &quot;name&quot;: &quot;Plagne&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Plagne, Muret, Haute-Garonne, Occitanie, France m\\u00e9tropolitaine, 31220, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.7&quot;, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-91.338769, 38.674213], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;United States&quot;, &quot;id&quot;: &quot;en.11&quot;, &quot;name&quot;: &quot;berger&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Berger, Franklin County, Missouri, United States&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.15&quot;, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.959974, 50.938361], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;Deutschland&quot;, &quot;id&quot;: &quot;en.20&quot;, &quot;name&quot;: &quot;col&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;K\\u00f6ln, Nordrhein-Westfalen, Deutschland&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-1.244805, 48.200191], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.22&quot;, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Palet, Taillis, Foug\\u00e8res-Vitr\\u00e9, 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&quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.844478, 45.408958], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.66&quot;, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, \\u00c9gliseneuve-d\\u0027Entraigues, Issoire, Puy-de-D\\u00f4me, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 63850, France&quot;, &quot;type&quot;: &quot;isolated_dwelling&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [10.38635, 53.582329], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;Deutschland&quot;, &quot;id&quot;: &quot;en.72&quot;, &quot;name&quot;: &quot;Grande&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande, Trittau, Stormarn, Schleswig-Holstein, Deutschland&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [8.303371, 51.188893], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;Deutschland&quot;, &quot;id&quot;: &quot;en.76&quot;, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lei\\u00dfe, Bad Fredeburg, Schmallenberg, Hochsauerlandkreis, Nordrhein-Westfalen, 57392, Deutschland&quot;, &quot;type&quot;: &quot;stream&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.82&quot;, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: &quot;en.86&quot;, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [8.303371, 51.188893], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;Deutschland&quot;, &quot;id&quot;: &quot;en.90&quot;, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lei\\u00dfe, Bad Fredeburg, Schmallenberg, Hochsauerlandkreis, Nordrhein-Westfalen, 57392, Deutschland&quot;, &quot;type&quot;: &quot;stream&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_7e7065bb4d17ca5707a88375cf728cfd.bindTooltip(\n",
+       "    geo_json_f8c01c3d777e056b4d3bdab8e8e77bcc.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -3633,10 +4098,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2f2a2c880>"
+       "<folium.folium.Map at 0x13f038520>"
       ]
      },
-     "execution_count": 129,
+     "execution_count": 60,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3658,14 +4123,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 130,
+   "execution_count": 61,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "['Prariond', 'col', 'Fresse', 'berger', 'Leisse', 'Grassaz', 'Tichot', 'Nettes', 'Grande', 'GR', 'Grattaleu', 'Lognan', 'Plagne', 'Claret', 'Bellecote', 'Palet', 'paquis']\n"
+      "['Palet', 'Bellecote', 'berger', 'Tichot', 'Claret', 'paquis', 'Grattaleu', 'Plagne', 'Nettes', 'Fresse', 'GR', 'Grande', 'Grassaz', 'Prariond', 'Lognan', 'Leisse', 'col']\n"
      ]
     }
    ],
@@ -3683,7 +4148,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 137,
+   "execution_count": 62,
    "metadata": {},
    "outputs": [
     {
@@ -3714,7 +4179,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_8ae897deb5c0ea4cf86261ced0b8cd07 {\n",
+       "                #map_c52bf484a7fd98eba5168dfeb14a820b {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -3742,13 +4207,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_8ae897deb5c0ea4cf86261ced0b8cd07&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_c52bf484a7fd98eba5168dfeb14a820b&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_8ae897deb5c0ea4cf86261ced0b8cd07 = L.map(\n",
-       "                &quot;map_8ae897deb5c0ea4cf86261ced0b8cd07&quot;,\n",
+       "            var map_c52bf484a7fd98eba5168dfeb14a820b = L.map(\n",
+       "                &quot;map_c52bf484a7fd98eba5168dfeb14a820b&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -3762,57 +4227,57 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_15b583af933bb47d47ae15f191f85006 = L.tileLayer(\n",
+       "            var tile_layer_8e58d1c530dcad40e22bd4d2d772f562 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_8ae897deb5c0ea4cf86261ced0b8cd07);\n",
+       "            ).addTo(map_c52bf484a7fd98eba5168dfeb14a820b);\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_cc248b50e49c3bf08c85030efc441ea3_onEachFeature(feature, layer) {\n",
+       "        function geo_json_2a278dedf94bc78af3ffa2917f457355_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_cc248b50e49c3bf08c85030efc441ea3 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_cc248b50e49c3bf08c85030efc441ea3_onEachFeature,\n",
+       "        var geo_json_2a278dedf94bc78af3ffa2917f457355 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_2a278dedf94bc78af3ffa2917f457355_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_cc248b50e49c3bf08c85030efc441ea3_add (data) {\n",
-       "            geo_json_cc248b50e49c3bf08c85030efc441ea3\n",
+       "        function geo_json_2a278dedf94bc78af3ffa2917f457355_add (data) {\n",
+       "            geo_json_2a278dedf94bc78af3ffa2917f457355\n",
        "                .addData(data)\n",
-       "                .addTo(map_8ae897deb5c0ea4cf86261ced0b8cd07);\n",
+       "                .addTo(map_c52bf484a7fd98eba5168dfeb14a820b);\n",
        "        }\n",
-       "            geo_json_cc248b50e49c3bf08c85030efc441ea3_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_2a278dedf94bc78af3ffa2917f457355_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "            map_8ae897deb5c0ea4cf86261ced0b8cd07.fitBounds(\n",
+       "            map_c52bf484a7fd98eba5168dfeb14a820b.fitBounds(\n",
        "                [[43.157123, -1.244805], [50.823249, 7.211431]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_460c04e1cc847389755455850b2d7ae1_onEachFeature(feature, layer) {\n",
+       "        function geo_json_0a28f4e8674d4f86f4621fd379905d71_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_460c04e1cc847389755455850b2d7ae1 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_460c04e1cc847389755455850b2d7ae1_onEachFeature,\n",
+       "        var geo_json_0a28f4e8674d4f86f4621fd379905d71 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_0a28f4e8674d4f86f4621fd379905d71_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_460c04e1cc847389755455850b2d7ae1_add (data) {\n",
-       "            geo_json_460c04e1cc847389755455850b2d7ae1\n",
+       "        function geo_json_0a28f4e8674d4f86f4621fd379905d71_add (data) {\n",
+       "            geo_json_0a28f4e8674d4f86f4621fd379905d71\n",
        "                .addData(data)\n",
-       "                .addTo(map_8ae897deb5c0ea4cf86261ced0b8cd07);\n",
+       "                .addTo(map_c52bf484a7fd98eba5168dfeb14a820b);\n",
        "        }\n",
-       "            geo_json_460c04e1cc847389755455850b2d7ae1_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.43923, 45.445076], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Prariond&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Prariond, Mottet, Les Avanchers-Valmorel, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73260, France&quot;, &quot;type&quot;: &quot;platter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [4.467755, 44.831458], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;col&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col, Saint-Pierreville, Tournon-sur-Rh\\u00f4ne, Ard\\u00e8che, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 07190, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.844478, 45.408958], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, \\u00c9gliseneuve-d\\u0027Entraigues, Issoire, Puy-de-D\\u00f4me, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 63850, France&quot;, &quot;type&quot;: &quot;isolated_dwelling&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.060961, 46.105022], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;berger&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Berger, Saint-Andr\\u00e9-le-Bouchoux, Bourg-en-Bresse, Ain, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 01240, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.682996, 44.905336], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grande&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande, Alleyras, Le Puy-en-Velay, Haute-Loire, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 43580, France&quot;, &quot;type&quot;: &quot;residential&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.014202, 50.823249], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;GR&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande Rue, Louches, Calais, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62610, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.926505, 45.978552], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Lognan&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lognan, Chemin de la Glaci\\u00e8re, Les Chosalets, Argenti\\u00e8re, Chamonix-Mont-Blanc, Bonneville, Haute-Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 74400, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.060214, 43.157123], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Plagne&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Plagne, Muret, Haute-Garonne, Occitanie, France m\\u00e9tropolitaine, 31220, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.905872, 43.862148], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Claret&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Claret, Lod\\u00e8ve, H\\u00e9rault, Occitanie, France m\\u00e9tropolitaine, 34270, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-1.244805, 48.200191], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Palet, Taillis, Foug\\u00e8res-Vitr\\u00e9, Ille-et-Vilaine, Bretagne, France m\\u00e9tropolitaine, 35500, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [7.211431, 48.207614], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, Aubure, Colmar-Ribeauvill\\u00e9, Haut-Rhin, Grand Est, France m\\u00e9tropolitaine, 68150, France&quot;, &quot;type&quot;: &quot;locality&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_0a28f4e8674d4f86f4621fd379905d71_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [-1.244805, 48.200191], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Palet, Taillis, Foug\\u00e8res-Vitr\\u00e9, Ille-et-Vilaine, Bretagne, France m\\u00e9tropolitaine, 35500, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.060961, 46.105022], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;berger&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Berger, Saint-Andr\\u00e9-le-Bouchoux, Bourg-en-Bresse, Ain, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 01240, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.905872, 43.862148], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Claret&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Claret, Lod\\u00e8ve, H\\u00e9rault, Occitanie, France m\\u00e9tropolitaine, 34270, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [7.211431, 48.207614], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, Aubure, Colmar-Ribeauvill\\u00e9, Haut-Rhin, Grand Est, France m\\u00e9tropolitaine, 68150, France&quot;, &quot;type&quot;: &quot;locality&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [1.060214, 43.157123], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Plagne&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Plagne, Muret, Haute-Garonne, Occitanie, France m\\u00e9tropolitaine, 31220, France&quot;, &quot;type&quot;: &quot;administrative&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.844478, 45.408958], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, \\u00c9gliseneuve-d\\u0027Entraigues, Issoire, Puy-de-D\\u00f4me, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 63850, France&quot;, &quot;type&quot;: &quot;isolated_dwelling&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [2.014202, 50.823249], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;GR&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande Rue, Louches, Calais, Pas-de-Calais, Hauts-de-France, France m\\u00e9tropolitaine, 62610, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [3.682996, 44.905336], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grande&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande, Alleyras, Le Puy-en-Velay, Haute-Loire, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 43580, France&quot;, &quot;type&quot;: &quot;residential&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.43923, 45.445076], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Prariond&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Prariond, Mottet, Les Avanchers-Valmorel, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73260, France&quot;, &quot;type&quot;: &quot;platter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.926505, 45.978552], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Lognan&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lognan, Chemin de la Glaci\\u00e8re, Les Chosalets, Argenti\\u00e8re, Chamonix-Mont-Blanc, Bonneville, Haute-Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 74400, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [4.467755, 44.831458], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;col&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col, Saint-Pierreville, Tournon-sur-Rh\\u00f4ne, Ard\\u00e8che, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 07190, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_460c04e1cc847389755455850b2d7ae1.bindTooltip(\n",
+       "    geo_json_0a28f4e8674d4f86f4621fd379905d71.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -3838,10 +4303,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2f5e69fd0>"
+       "<folium.folium.Map at 0x13f31d100>"
       ]
      },
-     "execution_count": 137,
+     "execution_count": 62,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3866,7 +4331,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 140,
+   "execution_count": 63,
    "metadata": {},
    "outputs": [
     {
@@ -3897,7 +4362,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_35b6ec2c5ddc6a2a0c2dbc58974d252f {\n",
+       "                #map_5bf1a37e3c2b212528bc5a8888604341 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -3925,13 +4390,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_35b6ec2c5ddc6a2a0c2dbc58974d252f&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_5bf1a37e3c2b212528bc5a8888604341&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_35b6ec2c5ddc6a2a0c2dbc58974d252f = L.map(\n",
-       "                &quot;map_35b6ec2c5ddc6a2a0c2dbc58974d252f&quot;,\n",
+       "            var map_5bf1a37e3c2b212528bc5a8888604341 = L.map(\n",
+       "                &quot;map_5bf1a37e3c2b212528bc5a8888604341&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -3945,57 +4410,57 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_f9ad6977b3a945af9274ce7c0b721078 = L.tileLayer(\n",
+       "            var tile_layer_4f325f8681c1b4ad752ce036bbeccba7 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_35b6ec2c5ddc6a2a0c2dbc58974d252f);\n",
+       "            ).addTo(map_5bf1a37e3c2b212528bc5a8888604341);\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_ebc8c86364c56973a4794e370e29036c_onEachFeature(feature, layer) {\n",
+       "        function geo_json_57516ce8bc05e142ec173cab7c1bf20a_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_ebc8c86364c56973a4794e370e29036c = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_ebc8c86364c56973a4794e370e29036c_onEachFeature,\n",
+       "        var geo_json_57516ce8bc05e142ec173cab7c1bf20a = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_57516ce8bc05e142ec173cab7c1bf20a_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_ebc8c86364c56973a4794e370e29036c_add (data) {\n",
-       "            geo_json_ebc8c86364c56973a4794e370e29036c\n",
+       "        function geo_json_57516ce8bc05e142ec173cab7c1bf20a_add (data) {\n",
+       "            geo_json_57516ce8bc05e142ec173cab7c1bf20a\n",
        "                .addData(data)\n",
-       "                .addTo(map_35b6ec2c5ddc6a2a0c2dbc58974d252f);\n",
+       "                .addTo(map_5bf1a37e3c2b212528bc5a8888604341);\n",
        "        }\n",
-       "            geo_json_ebc8c86364c56973a4794e370e29036c_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_57516ce8bc05e142ec173cab7c1bf20a_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "            map_35b6ec2c5ddc6a2a0c2dbc58974d252f.fitBounds(\n",
+       "            map_5bf1a37e3c2b212528bc5a8888604341.fitBounds(\n",
        "                [[45.207191, 5.867346], [45.462018, 6.963285]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_fb57b35f8d16bd07d4991ba94440c58c_onEachFeature(feature, layer) {\n",
+       "        function geo_json_f3b3c496857253002b6ceab4b824bd98_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_fb57b35f8d16bd07d4991ba94440c58c = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_fb57b35f8d16bd07d4991ba94440c58c_onEachFeature,\n",
+       "        var geo_json_f3b3c496857253002b6ceab4b824bd98 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_f3b3c496857253002b6ceab4b824bd98_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_fb57b35f8d16bd07d4991ba94440c58c_add (data) {\n",
-       "            geo_json_fb57b35f8d16bd07d4991ba94440c58c\n",
+       "        function geo_json_f3b3c496857253002b6ceab4b824bd98_add (data) {\n",
+       "            geo_json_f3b3c496857253002b6ceab4b824bd98\n",
        "                .addData(data)\n",
-       "                .addTo(map_35b6ec2c5ddc6a2a0c2dbc58974d252f);\n",
+       "                .addTo(map_5bf1a37e3c2b212528bc5a8888604341);\n",
        "        }\n",
-       "            geo_json_fb57b35f8d16bd07d4991ba94440c58c_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.43923, 45.445076], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Prariond&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Prariond, Mottet, Les Avanchers-Valmorel, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73260, France&quot;, &quot;type&quot;: &quot;platter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.60536, 45.273046], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;col&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col, Boulevard Lauzes, Slalom, Saint-Martin-de-Belleville, Les Belleville, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73440, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.867346, 45.308667], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;berger&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Berger, Saint-Hilaire, Plateau-des-Petites-Roches, Grenoble, Is\\u00e8re, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 38660, France&quot;, &quot;type&quot;: &quot;footway&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.579058, 45.298166], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;GR&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande Rue, Saint-Martin-de-Belleville, Les Belleville, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73440, France&quot;, &quot;type&quot;: &quot;quarter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.395829, 45.350595], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Lognan&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Cr\\u00eat Lognan, Les Belleville, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, France&quot;, &quot;type&quot;: &quot;peak&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.392506, 45.207191], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Plagne&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Plagne, Copies, La Plagne, Albanne, Montricher-Albanne, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73870, France&quot;, &quot;type&quot;: &quot;platter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.422623, 45.255481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Claret&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Claret, Saint-Julien-Mont-Denis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73870, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.863067, 45.451642], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Signal du Palet, Champagny-en-Vanoise, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73350, France&quot;, &quot;type&quot;: &quot;peak&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.914334, 45.458216], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, GunPowder, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_f3b3c496857253002b6ceab4b824bd98_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.863067, 45.451642], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Signal du Palet, Champagny-en-Vanoise, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73350, France&quot;, &quot;type&quot;: &quot;peak&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [5.867346, 45.308667], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;berger&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Berger, Saint-Hilaire, Plateau-des-Petites-Roches, Grenoble, Is\\u00e8re, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 38660, France&quot;, &quot;type&quot;: &quot;footway&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.422623, 45.255481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Claret&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Claret, Saint-Julien-Mont-Denis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73870, France&quot;, &quot;type&quot;: &quot;hamlet&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.914334, 45.458216], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, GunPowder, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.392506, 45.207191], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Plagne&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Plagne, Copies, La Plagne, Albanne, Montricher-Albanne, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73870, France&quot;, &quot;type&quot;: &quot;platter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;type&quot;: &quot;water&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.579058, 45.298166], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;GR&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Grande Rue, Saint-Martin-de-Belleville, Les Belleville, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73440, France&quot;, &quot;type&quot;: &quot;quarter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;type&quot;: &quot;yes&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.43923, 45.445076], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Prariond&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Prariond, Mottet, Les Avanchers-Valmorel, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73260, France&quot;, &quot;type&quot;: &quot;platter&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.395829, 45.350595], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Lognan&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Cr\\u00eat Lognan, Les Belleville, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, France&quot;, &quot;type&quot;: &quot;peak&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.60536, 45.273046], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;country&quot;: &quot;France&quot;, &quot;id&quot;: 0, &quot;name&quot;: &quot;col&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col, Boulevard Lauzes, Slalom, Saint-Martin-de-Belleville, Les Belleville, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73440, France&quot;, &quot;type&quot;: &quot;station&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_fb57b35f8d16bd07d4991ba94440c58c.bindTooltip(\n",
+       "    geo_json_f3b3c496857253002b6ceab4b824bd98.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -4021,10 +4486,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2f2a2cf70>"
+       "<folium.folium.Map at 0x13e6491f0>"
       ]
      },
-     "execution_count": 140,
+     "execution_count": 63,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4052,7 +4517,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 141,
+   "execution_count": 64,
    "metadata": {},
    "outputs": [
     {
@@ -4083,7 +4548,7 @@
        "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
        "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
        "            &lt;style&gt;\n",
-       "                #map_fe2cfa179d84b5e254153f369ebe752f {\n",
+       "                #map_5fcfb6c99d65b3ae71495beba4ac0f49 {\n",
        "                    position: relative;\n",
        "                    width: 100.0%;\n",
        "                    height: 100.0%;\n",
@@ -4111,13 +4576,13 @@
        "&lt;/head&gt;\n",
        "&lt;body&gt;    \n",
        "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_fe2cfa179d84b5e254153f369ebe752f&quot; &gt;&lt;/div&gt;\n",
+       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_5fcfb6c99d65b3ae71495beba4ac0f49&quot; &gt;&lt;/div&gt;\n",
        "        \n",
        "&lt;/body&gt;\n",
        "&lt;script&gt;    \n",
        "    \n",
-       "            var map_fe2cfa179d84b5e254153f369ebe752f = L.map(\n",
-       "                &quot;map_fe2cfa179d84b5e254153f369ebe752f&quot;,\n",
+       "            var map_5fcfb6c99d65b3ae71495beba4ac0f49 = L.map(\n",
+       "                &quot;map_5fcfb6c99d65b3ae71495beba4ac0f49&quot;,\n",
        "                {\n",
        "                    center: [0, 0],\n",
        "                    crs: L.CRS.EPSG3857,\n",
@@ -4131,57 +4596,57 @@
        "\n",
        "        \n",
        "    \n",
-       "            var tile_layer_67f56a2e2a71291a8a3789435daae069 = L.tileLayer(\n",
+       "            var tile_layer_6b04f5f1384eba8f33ba05dda6dcb573 = L.tileLayer(\n",
        "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
        "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_fe2cfa179d84b5e254153f369ebe752f);\n",
+       "            ).addTo(map_5fcfb6c99d65b3ae71495beba4ac0f49);\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_926132e84a8700abc9f52e3b79d1902e_onEachFeature(feature, layer) {\n",
+       "        function geo_json_a491f7fa51a4af06c5d28be388749b20_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_926132e84a8700abc9f52e3b79d1902e = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_926132e84a8700abc9f52e3b79d1902e_onEachFeature,\n",
+       "        var geo_json_a491f7fa51a4af06c5d28be388749b20 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_a491f7fa51a4af06c5d28be388749b20_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_926132e84a8700abc9f52e3b79d1902e_add (data) {\n",
-       "            geo_json_926132e84a8700abc9f52e3b79d1902e\n",
+       "        function geo_json_a491f7fa51a4af06c5d28be388749b20_add (data) {\n",
+       "            geo_json_a491f7fa51a4af06c5d28be388749b20\n",
        "                .addData(data)\n",
-       "                .addTo(map_fe2cfa179d84b5e254153f369ebe752f);\n",
+       "                .addTo(map_5fcfb6c99d65b3ae71495beba4ac0f49);\n",
        "        }\n",
-       "            geo_json_926132e84a8700abc9f52e3b79d1902e_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_a491f7fa51a4af06c5d28be388749b20_add({&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;features&quot;: [{&quot;bbox&quot;: [6.839184, 45.396851, 6.92214, 45.480323], &quot;geometry&quot;: {&quot;coordinates&quot;: [[[6.839184, 45.480323], [6.83987, 45.479299], [6.841973, 45.478562], [6.843969, 45.47857], [6.845235, 45.479931], [6.847187, 45.479675], [6.847766, 45.480112], [6.848368, 45.479932], [6.849569, 45.480172], [6.850213, 45.479029], [6.850685, 45.477254], [6.8509, 45.476306], [6.851114, 45.474425], [6.851758, 45.472889], [6.853217, 45.471626], [6.855106, 45.46982], [6.855534, 45.468766], [6.855191, 45.468014], [6.85605, 45.46684], [6.856092, 45.464914], [6.856049, 45.463891], [6.855663, 45.462356], [6.856093, 45.461679], [6.856822, 45.46137], [6.857122, 45.460038], [6.857166, 45.458864], [6.857724, 45.458021], [6.858754, 45.457765], [6.859698, 45.458503], [6.860513, 45.458097], [6.861564, 45.458676], [6.861575, 45.457732], [6.860641, 45.456396], [6.864246, 45.456245], [6.865748, 45.455944], [6.867508, 45.455763], [6.869139, 45.455884], [6.870942, 45.456034], [6.875319, 45.454649], [6.879224, 45.455432], [6.881391, 45.454996], [6.883816, 45.455463], [6.886091, 45.455613], [6.887936, 45.456004], [6.890725, 45.457841], [6.890789, 45.45608], [6.891379, 45.454687], [6.892742, 45.454379], [6.894287, 45.453084], [6.896261, 45.45191], [6.896733, 45.452663], [6.898192, 45.452602], [6.899759, 45.453009], [6.90184, 45.452392], [6.902398, 45.451308], [6.903771, 45.450827], [6.905102, 45.450525], [6.906303, 45.451308], [6.909179, 45.449742], [6.911582, 45.448568], [6.913986, 45.447755], [6.916839, 45.44619], [6.917944, 45.444971], [6.920036, 45.444083], [6.92214, 45.441493], [6.921732, 45.440138], [6.91921, 45.437713], [6.916174, 45.435741], [6.915831, 45.433859], [6.915701, 45.432067], [6.914092, 45.430877], [6.912398, 45.429567], [6.912054, 45.428845], [6.910767, 45.428423], [6.910209, 45.4277], [6.910423, 45.427038], [6.908664, 45.425321], [6.906861, 45.423603], [6.905509, 45.42261], [6.903985, 45.421586], [6.904544, 45.420486], [6.904587, 45.418784], [6.903986, 45.41779], [6.9039, 45.416254], [6.904393, 45.414838], [6.9042, 45.413301], [6.902741, 45.411855], [6.90081, 45.411524], [6.900123, 45.410636], [6.90111, 45.409476], [6.901003, 45.408707], [6.900349, 45.408564], [6.900064, 45.409095], [6.899343, 45.408773], [6.89742, 45.408511], [6.893514, 45.404624], [6.890639, 45.403811], [6.889116, 45.403374], [6.887592, 45.402576], [6.886176, 45.401822], [6.886262, 45.400858], [6.886444, 45.400128], [6.887142, 45.4], [6.88652, 45.399201], [6.885339, 45.398297], [6.885704, 45.397966], [6.88403, 45.397318], [6.88227, 45.396851]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: &quot;0&quot;, &quot;properties&quot;: {}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "            map_fe2cfa179d84b5e254153f369ebe752f.fitBounds(\n",
+       "            map_5fcfb6c99d65b3ae71495beba4ac0f49.fitBounds(\n",
        "                [[45.412971, 6.837532], [45.462018, 6.963285]],\n",
        "                {}\n",
        "            );\n",
        "        \n",
        "    \n",
        "\n",
-       "        function geo_json_4b64839f8529cbdc6738c611d105d767_onEachFeature(feature, layer) {\n",
+       "        function geo_json_65a37b14e1dcc6fc446f098e9b6d3509_onEachFeature(feature, layer) {\n",
        "            layer.on({\n",
        "            });\n",
        "        };\n",
-       "        var geo_json_4b64839f8529cbdc6738c611d105d767 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_4b64839f8529cbdc6738c611d105d767_onEachFeature,\n",
+       "        var geo_json_65a37b14e1dcc6fc446f098e9b6d3509 = L.geoJson(null, {\n",
+       "                onEachFeature: geo_json_65a37b14e1dcc6fc446f098e9b6d3509_onEachFeature,\n",
        "            \n",
        "        });\n",
        "\n",
-       "        function geo_json_4b64839f8529cbdc6738c611d105d767_add (data) {\n",
-       "            geo_json_4b64839f8529cbdc6738c611d105d767\n",
+       "        function geo_json_65a37b14e1dcc6fc446f098e9b6d3509_add (data) {\n",
+       "            geo_json_65a37b14e1dcc6fc446f098e9b6d3509\n",
        "                .addData(data)\n",
-       "                .addTo(map_fe2cfa179d84b5e254153f369ebe752f);\n",
+       "                .addTo(map_5fcfb6c99d65b3ae71495beba4ac0f49);\n",
        "        }\n",
-       "            geo_json_4b64839f8529cbdc6738c611d105d767_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.442088, &quot;longitude&quot;: 6.92583, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.456069, &quot;longitude&quot;: 6.837532, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.454039, &quot;longitude&quot;: 6.896874, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.412971, &quot;longitude&quot;: 6.89952, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.461481, &quot;longitude&quot;: 6.858926, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.462018, &quot;longitude&quot;: 6.963285, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.863067, 45.451642], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.451642, &quot;longitude&quot;: 6.863067, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Signal du Palet, Champagny-en-Vanoise, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73350, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.914334, 45.458216], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.458216, &quot;longitude&quot;: 6.914334, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, GunPowder, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
+       "            geo_json_65a37b14e1dcc6fc446f098e9b6d3509_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [6.863067, 45.451642], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.451642, &quot;longitude&quot;: 6.863067, &quot;name&quot;: &quot;Palet&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Signal du Palet, Champagny-en-Vanoise, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73350, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.963285, 45.462018], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.462018, &quot;longitude&quot;: 6.963285, &quot;name&quot;: &quot;Bellecote&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Bellecote, Sentier de la Vall\\u00e9e Perdue, Le Cr\\u00eat, La Daille, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.896874, 45.454039], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.454039, &quot;longitude&quot;: 6.896874, &quot;name&quot;: &quot;Tichot&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Tichot, Tarte \\u00e0 Lognan, Val-Claret, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.914334, 45.458216], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.458216, &quot;longitude&quot;: 6.914334, &quot;name&quot;: &quot;paquis&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Paquis, GunPowder, Tignes, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73320, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.858926, 45.461481], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.461481, &quot;longitude&quot;: 6.858926, &quot;name&quot;: &quot;Grattaleu&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac du Grattaleu, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.89952, 45.412971], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.412971, &quot;longitude&quot;: 6.89952, &quot;name&quot;: &quot;Nettes&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Lac des Nettes, Termignon, Val-Cenis, Saint-Jean-de-Maurienne, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73500, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.92583, 45.442088], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.442088, &quot;longitude&quot;: 6.92583, &quot;name&quot;: &quot;Fresse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Fresse, Piste du Col de Fresse, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.837532, 45.456069], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.456069, &quot;longitude&quot;: 6.837532, &quot;name&quot;: &quot;Grassaz&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Col de la Grassaz, Peisey-Nancroix, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73210, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [6.898275, 45.419228], &quot;type&quot;: &quot;Point&quot;}, &quot;properties&quot;: {&quot;cluster&quot;: 0, &quot;country&quot;: &quot;France&quot;, &quot;latitude&quot;: 45.419228, &quot;longitude&quot;: 6.898275, &quot;name&quot;: &quot;Leisse&quot;, &quot;source&quot;: &quot;nominatim&quot;, &quot;sourceName&quot;: &quot;Leisse, Chemin de Borsat, Val-d\\u0027Is\\u00e8re, Albertville, Savoie, Auvergne-Rh\\u00f4ne-Alpes, France m\\u00e9tropolitaine, 73150, France&quot;, &quot;xmlID&quot;: 0}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
        "\n",
        "        \n",
        "    \n",
-       "    geo_json_4b64839f8529cbdc6738c611d105d767.bindTooltip(\n",
+       "    geo_json_65a37b14e1dcc6fc446f098e9b6d3509.bindTooltip(\n",
        "    function(layer){\n",
        "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
        "    \n",
@@ -4207,10 +4672,10 @@
        "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x2f1e1cd00>"
+       "<folium.folium.Map at 0x13f0388b0>"
       ]
      },
-     "execution_count": 141,
+     "execution_count": 64,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4246,7 +4711,7 @@
    "toc_visible": true
   },
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -4260,7 +4725,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.7.3"
   },
   "vscode": {
    "interpreter": {