diff --git a/main.ipynb b/main.ipynb
index 84a82f5..58896a8 100644
--- a/main.ipynb
+++ b/main.ipynb
@@ -92,7 +92,7 @@
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        "<div style='text-align: center; font-weight: bold; font-size: 30px;'>Dernières compétitions</div><thead>\n",
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@@ -207,9 +207,9 @@
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        "<div style='text-align: center; font-weight: bold; font-size: 30px;'><p>Les foulées Valenciennoises <br />Lieu : VALENCIENNES<br />Date : 07/04/24<br />Département : 059<br />Label : International<br /></p> </div><thead>\n",
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@@ -475,7 +475,7 @@
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Julie\", \"M2M\", \"01:10:00\", \"0 days 00:41:15\", \"0\", \"1985\", \"\"], [\"REGNIER Marianne\", \"SEF\", \"01:10:09\", \"0 days 00:41:24\", \"0\", \"2003\", \"\"], [\"GUERLE Marie\", \"ESF\", \"01:10:09\", \"0 days 00:41:24\", \"H-F\", \"1979\", \"\"], [\"BLEUSSE Gragory\", \"M1M\", \"01:10:10\", \"0 days 00:41:25\", \"0\", \"1998\", \"\"], [\"MICHAUD Emmanuelle\", \"M1F\", \"01:10:10\", \"0 days 00:41:25\", \"0\", \"1983\", \"\"], [\"BOULANGER Julien\", \"M7M\", \"01:10:12\", \"0 days 00:41:27\", \"0\", \"1982\", \"\"], [\"CLOQUET Aline\", \"ESF\", \"01:10:12\", \"0 days 00:41:27\", \"0\", \"1953\", \"\"], [\"CAUCHAIN Xavier\", \"M2F\", \"01:10:12\", \"0 days 00:41:27\", \"0\", \"2002\", \"\"], [\"CORDIER Laurent\", \"M2F\", \"01:10:14\", \"0 days 00:41:29\", \"0\", \"1978\", \"\"], [\"OUAZIZ Sarah\", \"ESF\", \"01:10:15\", \"0 days 00:41:30\", \"0\", \"1979\", \"\"], [\"FONTENELLE Franaois\", \"SEF\", \"01:10:16\", \"0 days 00:41:31\", \"0\", \"2002\", \"\"], [\"IMADOUCHENE Samia\", \"M0M\", \"01:10:16\", \"0 days 00:41:31\", \"0\", \"1991\", \"\"], [\"BELARBI Yanayi\", \"M0F\", \"01:10:17\", \"0 days 00:41:32\", \"0\", \"1984\", \"\"], [\"BERTRAND Dominique\", \"M1F\", \"01:10:17\", \"0 days 00:41:32\", \"0\", \"1989\", \"\"], [\"MIRLAND Christophe\", \"M6M\", \"01:10:28\", \"0 days 00:41:43\", \"0\", \"1989\", \"\"], [\"TASSAN Marie\", \"SEM\", \"01:10:31\", \"0 days 00:41:46\", \"0\", \"1959\", \"\"], [\"DENIMAL Estelle\", \"JUF\", \"01:10:31\", \"0 days 00:41:46\", \"0\", \"1996\", \"\"], [\"POIRET Aurelie\", \"M1M\", \"01:10:34\", \"0 days 00:41:49\", \"0\", \"2005\", \"\"], [\"HALBARDIER Marie \", \"SEM\", \"01:10:38\", \"0 days 00:41:53\", \"0\", \"1983\", \"\"], [\"PLOUQUET Yohann\", \"ESF\", \"01:10:40\", \"0 days 00:41:55\", \"0\", \"1999\", \"\"], [\"ANDRE Axel\", \"SEF\", \"01:10:41\", \"0 days 00:41:56\", \"0\", \"2002\", \"\"], [\"HACHEMI Gabrielle\", \"M3M\", \"01:10:43\", \"0 days 00:41:58\", \"0\", \"1999\", \"\"], [\"DESRUMAUX Lydie\", \"M0F\", \"01:10:44\", \"0 days 00:41:59\", \"0\", \"1972\", \"\"], [\"THERY Noamie\", \"M3F\", \"01:10:45\", \"0 days 00:42:00\", \"0\", \"1987\", \"\"], [\"HANNECART Thao\", \"M4F\", \"01:10:46\", \"0 days 00:42:01\", \"0\", \"2002\", \"\"], [\"SUYRE Karine\", \"SEF\", \"01:10:46\", \"0 days 00:42:01\", \"0\", \"1968\", \"\"], [\"CHEVALIER Teddy\", \"ESF\", \"01:10:46\", \"0 days 00:42:01\", \"0\", \"1973\", \"\"], [\"BERTAUX Laa\", \"M2F\", \"01:10:47\", \"0 days 00:42:02\", \"0\", \"1990\", \"\"], [\"DELAYEN Karine\", \"M6M\", \"01:10:48\", \"0 days 00:42:03\", \"0\", \"1978\", \"\"], [\"RIVIERE Eric\", \"M0F\", \"01:10:49\", \"0 days 00:42:04\", \"0\", \"1956\", \"\"], [\"CHERUBIN Philippe\", \"M3M\", \"01:10:50\", \"0 days 00:42:05\", \"0\", \"1987\", \"\"], [\"CHERUBIN Chrystelle\", \"M5M\", \"01:10:51\", \"0 days 00:42:06\", \"0\", \"1972\", \"\"], [\"FELGUEIRAS Filipe \", \"CAM\", \"01:10:51\", \"0 days 00:42:06\", \"0\", \"1961\", \"\"], [\"AMIELH Francis\", \"M3M\", \"01:10:51\", \"0 days 00:42:06\", \"0\", \"2007\", \"\"], [\"REMY Delphine\", \"SEM\", \"01:10:52\", \"0 days 00:42:07\", \"0\", \"1973\", \"\"], [\"LELION Bruno\", \"SEF\", \"01:10:53\", \"0 days 00:42:08\", \"0\", \"1990\", \"\"], [\"MORTREUX Amandine\", \"M1F\", \"01:10:54\", \"0 days 00:42:09\", \"0\", \"1994\", \"\"], [\"SAGET Nolwenn\", \"M2F\", \"01:10:57\", \"0 days 00:42:12\", \"0\", \"1982\", \"\"], [\"CORDONIN Lucas\", \"M2F\", \"01:10:57\", \"0 days 00:42:12\", \"0\", \"1978\", \"\"], [\"KRASKOWSKI Nathalie\", \"SEF\", \"01:10:58\", \"0 days 00:42:13\", \"0\", \"1979\", \"\"], [\"VION Eloase\", \"M1M\", \"01:10:59\", \"0 days 00:42:14\", \"0\", \"1977\", \"\"], [\"THOMASSE Blandine\", \"SEM\", \"01:10:59\", \"0 days 00:42:14\", \"0\", \"1995\", \"\"], [\"KRASKOWSKI Matthieu\", \"M2F\", \"01:10:59\", \"0 days 00:42:14\", \"0\", \"1992\", \"\"], [\"REANT Christelle\", \"M1F\", \"01:11:02\", \"0 days 00:42:17\", \"0\", \"1982\", \"\"], [\"DAVAINE David\", \"M4M\", \"01:11:06\", \"0 days 00:42:21\", \"0\", \"1981\", \"\"], [\"BOURLART Coline\", \"M3M\", \"01:11:08\", \"0 days 00:42:23\", \"0\", \"1967\", \"\"], [\"BOURLART Denis\", \"M0F\", \"01:11:09\", \"0 days 00:42:24\", \"0\", \"1973\", \"\"], [\"PINCHART Rami\", \"M2M\", \"01:11:09\", \"0 days 00:42:24\", \"0\", \"1989\", \"\"], [\"ARCHELON Cecilia\", \"ESF\", \"01:11:10\", \"0 days 00:42:25\", \"0\", \"1958\", \"\"], [\"STEVENS Thierry\", \"M4F\", \"01:11:10\", \"0 days 00:42:25\", \"0\", \"1977\", \"\"], [\"LESNE Arthur\", \"M6F\", \"01:11:10\", \"0 days 00:42:25\", \"0\", \"1968\", \"\"], [\"VALENTIN Laetitia\", \"SEF\", \"01:11:13\", \"0 days 00:42:28\", \"0\", \"1974\", \"\"], [\"KHATIR Armelle\", \"ESF\", \"01:11:13\", \"0 days 00:42:28\", \"0\", \"1998\", \"\"], [\"GRZEGORCZYK David\", \"M3M\", \"01:11:13\", \"0 days 00:42:28\", \"0\", \"2003\", \"\"], [\"CABUSAT Sidonie\", \"M1F\", \"01:11:15\", \"0 days 00:42:30\", \"0\", \"2002\", \"\"], [\"BRASME Ludivine\", \"SEF\", \"01:11:17\", \"0 days 00:42:32\", \"H-F\", \"1981\", \"\"], [\"FLAVIGNY Lisa\", \"M1M\", \"01:11:17\", \"0 days 00:42:32\", \"0\", \"1999\", \"\"], [\"ADAMO Leslie\", \"JUM\", \"01:11:23\", \"0 days 00:42:38\", \"0\", \"1982\", \"\"], [\"LAURIDANT Geraldine\", \"ESF\", \"01:11:23\", \"0 days 00:42:38\", \"0\", \"2005\", \"\"], [\"LEFEBVRE Jean Luc\", \"M0F\", \"01:11:24\", \"0 days 00:42:39\", \"0\", \"2004\", \"\"], [\"SZABLA Frederic\", \"M0F\", \"01:11:27\", \"0 days 00:42:42\", \"0\", \"1985\", \"\"], [\"PENNEL Manon\", \"M1M\", \"01:11:33\", \"0 days 00:42:48\", \"0\", \"1986\", \"\"], [\"LIMELETTE Mathilde\", \"SEM\", \"01:11:33\", \"0 days 00:42:48\", \"0\", \"1982\", \"\"], [\"MARECHAL Zoe\", \"M2F\", \"01:11:34\", \"0 days 00:42:49\", \"0\", \"1995\", \"\"], [\"BORZYMOWSKI Justine\", \"M5F\", \"01:11:38\", \"0 days 00:42:53\", \"0\", \"2001\", \"\"], [\"MARECHAL Gregory\", \"SEF\", \"01:11:38\", \"0 days 00:42:53\", \"0\", \"1979\", \"\"], [\"DELECLUSE Gregory\", \"M4M\", \"01:11:44\", \"0 days 00:42:59\", \"0\", \"1962\", \"\"], [\"DUCOLLET Michel\", \"M3M\", \"01:11:45\", \"0 days 00:43:00\", \"0\", \"1969\", \"\"], [\"DELHAYE Alexandre\", \"M2F\", \"01:11:48\", \"0 days 00:43:03\", \"TRITH\", \"1970\", \"\"], [\"KERLIDOU Maxime\", \"M2M\", \"01:11:50\", \"0 days 00:43:05\", \"0\", \"1976\", \"\"], [\"DEVRED Amandine\", \"M7M\", \"01:11:50\", \"0 days 00:43:05\", \"0\", \"1977\", \"\"], [\"ALEXANDRE Delphine\", \"M2F\", \"01:11:53\", \"0 days 00:43:08\", \"0\", \"1950\", \"\"], [\"CARLIER Audrey\", \"M1M\", \"01:11:54\", \"0 days 00:43:09\", \"0\", \"1978\", \"\"], [\"JEAN Pierre-Alain\", \"M1F\", \"01:11:57\", \"0 days 00:43:12\", \"0\", \"1982\", \"\"], [\"SCHIPMAN Johannie\", \"SEF\", \"01:11:59\", \"0 days 00:43:14\", \"0\", \"1983\", \"\"], [\"DHAUSSY Emeline\", \"M0F\", \"01:12:01\", \"0 days 00:43:16\", \"0\", \"1999\", \"\"], [\"FROMENT Annick\", \"ESF\", \"01:12:01\", \"0 days 00:43:16\", \"0\", \"1989\", \"\"], [\"ORSZULAK Delphine\", \"SEM\", \"01:12:01\", \"0 days 00:43:16\", \"0\", \"1995\", \"\"], [\"LOCUSOLLE Emeline\", \"M0M\", \"01:12:02\", \"0 days 00:43:17\", \"0\", \"2003\", \"\"]];\n",
        "\n",
@@ -533,7 +533,7 @@
    "outputs": [],
    "source": [
     "#| output: false\n",
-    "header2, data2 = scraping.get_results(competitions_df['URL'].iloc[0], 13)"
+    "header2, data2 = scraping.get_results(competitions_df['URL'].iloc[1], 13)"
    ]
   },
   {
@@ -544,7 +544,7 @@
     {
      "data": {
       "text/html": [
-       "<table id=\"itables_a8e493a5_bd61_49c5_94cc_2361d6c393f9\" class=\"display nowrap compact\" data-quarto-disable-processing=\"true\" style=\"table-layout:auto;width:auto;margin:auto;caption-side:bottom\">\n",
+       "<table id=\"itables_178d649f_358c_4503_8c70_4c10435ea8ea\" class=\"display nowrap compact\" data-quarto-disable-processing=\"true\" style=\"table-layout:auto;width:auto;margin:auto;caption-side:bottom\">\n",
        "<div style='text-align: center; font-weight: bold; font-size: 30px;'><p>39ème TOUR DE MONTREUIL JUIGNE <br />Lieu : MONTREUIL JUIGNE<br />Date : 01/05/24<br />Département : 049<br />Label : Régional<br /></p> </div><thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      \n",
@@ -661,7 +661,7 @@
        "<script type=\"module\">\n",
        "    import {DataTable, jQuery as $} from 'https://www.unpkg.com/dt_for_itables@2.0.5/dt_bundle.js';\n",
        "\n",
-       "    document.querySelectorAll(\"#itables_a8e493a5_bd61_49c5_94cc_2361d6c393f9:not(.dataTable)\").forEach(table => {\n",
+       "    document.querySelectorAll(\"#itables_178d649f_358c_4503_8c70_4c10435ea8ea:not(.dataTable)\").forEach(table => {\n",
        "        // Define the table data\n",
        "        const data = [[\"COQUERIE Mickael\", \"M4M\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1985\", \"\"], [\"COQUERIE Mickael\", \"M5M\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1972\", \"\"], [\"COQUERIE Mickael\", \"M4F\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1973\", \"\"], [\"COQUERIE Mickael\", \"M3F\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1977\", \"\"], [\"COQUERIE Mickael\", \"M6F\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1990\", \"\"], [\"COQUERIE Mickael\", \"ESF\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"2000\", \"\"], [\"COQUERIE Mickael\", \"SEF\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"2003\", \"\"], [\"COQUERIE Mickael\", \"M1F\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1989\", \"\"], [\"COQUERIE Mickael\", \"SEF\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"2003\", \"\"], [\"COQUERIE Mickael\", \"ESF\", \"00:15:50\", \"0 days 00:00:00\", \"P-L\", \"1975\", \"\"], [\"COQUERIE Mickael\", \"SEM\", \"00:15:50\", \"0 days 00:00:00\", \"0\", \"1988\", \"\"], [\"CHOUTEAU Paul\", \"M2M\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1966\", \"\"], [\"CHOUTEAU Paul\", \"SEF\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1980\", \"\"], [\"CHOUTEAU Paul\", \"ESF\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1981\", \"\"], [\"CHOUTEAU Paul\", \"M5M\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"2002\", \"\"], [\"CHOUTEAU Paul\", \"SEF\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1980\", \"\"], [\"CHOUTEAU Paul\", \"M2F\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1988\", \"\"], [\"CHOUTEAU Paul\", \"M1F\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1986\", \"\"], [\"CHOUTEAU Paul\", \"ESF\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1964\", \"\"], [\"CHOUTEAU Paul\", \"SEF\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1973\", \"\"], [\"CHOUTEAU Paul\", \"M2F\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1993\", \"\"], [\"CHOUTEAU Paul\", \"SEF\", \"00:15:54\", \"0 days 00:00:04\", \"0\", \"1969\", \"\"], [\"LAURANS Alexandre\", \"ESF\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1976\", \"\"], [\"LAURANS Alexandre\", \"M1F\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1983\", \"\"], [\"LAURANS Alexandre\", \"M5M\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1978\", \"\"], [\"LAURANS Alexandre\", \"M6F\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1996\", \"\"], [\"LAURANS Alexandre\", \"SEF\", \"00:16:05\", \"0 days 00:00:15\", \"P-L\", \"1962\", \"\"], [\"LAURANS Alexandre\", \"ESF\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1961\", \"\"], [\"LAURANS Alexandre\", \"SEM\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1970\", \"\"], [\"LAURANS Alexandre\", \"SEF\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"2002\", \"\"], [\"LAURANS Alexandre\", \"SEF\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1994\", \"\"], [\"LAURANS Alexandre\", \"M4F\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1990\", \"\"], [\"LAURANS Alexandre\", \"M3F\", \"00:16:05\", \"0 days 00:00:15\", \"0\", \"1983\", \"\"], [\"PARENTEAU Brighton\", \"M2F\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1994\", \"\"], [\"PARENTEAU Brighton\", \"ESF\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"2001\", \"\"], [\"PARENTEAU Brighton\", \"SEF\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1959\", \"\"], [\"PARENTEAU Brighton\", \"M1F\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1991\", \"\"], [\"PARENTEAU Brighton\", \"M1F\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1979\", \"\"], [\"PARENTEAU Brighton\", \"SEF\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1996\", \"\"], [\"PARENTEAU Brighton\", \"M2M\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1980\", \"\"], [\"PARENTEAU Brighton\", \"SEF\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1993\", \"\"], [\"PARENTEAU Brighton\", \"M2F\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"1967\", \"\"], [\"PARENTEAU Brighton\", \"ESF\", \"00:16:13\", \"0 days 00:00:23\", \"P-L\", \"1966\", \"\"], [\"PARENTEAU Brighton\", \"M5M\", \"00:16:13\", \"0 days 00:00:23\", \"0\", \"2002\", \"\"], [\"BLOT Romain\", \"SEF\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"2003\", \"\"], [\"BLOT Romain\", \"ESF\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1972\", \"\"], [\"BLOT Romain\", \"M5M\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1973\", \"\"], [\"BLOT Romain\", \"SEF\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1977\", \"\"], [\"BLOT Romain\", \"SEM\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"2003\", \"\"], [\"BLOT Romain\", \"M1F\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1988\", \"\"], [\"BLOT Romain\", \"M3F\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1990\", \"\"], [\"BLOT Romain\", \"M6F\", \"00:16:19\", \"0 days 00:00:29\", \"P-L\", \"1975\", \"\"], [\"BLOT Romain\", \"M4F\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1989\", \"\"], [\"BLOT Romain\", \"M1M\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"1996\", \"\"], [\"BLOT Romain\", \"ESF\", \"00:16:19\", \"0 days 00:00:29\", \"0\", \"2000\", \"\"], [\"LORCERY Titouan\", \"ESF\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1993\", \"\"], [\"LORCERY Titouan\", \"M1F\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1973\", \"\"], [\"LORCERY Titouan\", \"SEM\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1999\", \"\"], [\"LORCERY Titouan\", \"ESF\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1981\", \"\"], [\"LORCERY Titouan\", \"M2F\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1986\", \"\"], [\"LORCERY Titouan\", \"SEF\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"2002\", \"\"], [\"LORCERY Titouan\", \"SEF\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1969\", \"\"], [\"LORCERY Titouan\", \"M2F\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1966\", \"\"], [\"LORCERY Titouan\", \"M1F\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1980\", \"\"], [\"LORCERY Titouan\", \"SEF\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1988\", \"\"], [\"LORCERY Titouan\", \"M5M\", \"00:16:26\", \"0 days 00:00:36\", \"0\", \"1964\", \"\"], 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days 01:07:14\", \"0\", \"1994\", \"\"], [\"CARIAN Emeline\", \"SEF\", \"01:23:04\", \"0 days 01:07:14\", \"0\", \"1979\", \"\"], [\"CARIAN Emeline\", \"SEF\", \"01:23:04\", \"0 days 01:07:14\", \"0\", \"1996\", \"\"]];\n",
        "\n",
@@ -703,11 +703,26 @@
   },
   {
    "cell_type": "raw",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "## Row {.tabset} "
    ]
   },
+  {
+   "cell_type": "raw",
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
+   "source": [
+    "### Compétition 1"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 9,
@@ -745,9 +760,115 @@
     {
      "data": {
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Isaac \",\"y\":1.2},{\"font\":{\"size\":70},\"showarrow\":false,\"text\":\"\\ud83e\\udd47\",\"x\":\"NIYAKUNDI Dickson Simba\",\"y\":3.2},{\"font\":{\"size\":70},\"showarrow\":false,\"text\":\"\\ud83e\\udd48\",\"x\":\"MARQUANT Antonin\",\"y\":2.2}],\"yaxis\":{\"title\":{\"text\":\"Dur\\u00e9e\"},\"tickvals\":[1,2,3],\"ticktext\":[\"00:29:13\",\"00:29:02\",\"00:28:45\"]},\"xaxis\":{\"tickfont\":{\"size\":16}},\"title\":{\"text\":\"Podium de la comp\\u00e9tition: Les foul\\u00e9es Valenciennoises\"}},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('f6c3a282-85f5-4800-8542-70ab9ba6e6c9');\n",
+       "var gd = document.getElementById('9a60e31e-a411-4190-926c-3c368b836794');\n",
+       "var x = new MutationObserver(function (mutations, observer) {{\n",
+       "        var display = window.getComputedStyle(gd).display;\n",
+       "        if (!display || display === 'none') {{\n",
+       "            console.log([gd, 'removed!']);\n",
+       "            Plotly.purge(gd);\n",
+       "            observer.disconnect();\n",
+       "        }}\n",
+       "}});\n",
+       "\n",
+       "// Listen for the removal of the full notebook cells\n",
+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#| label: podium1\n",
+    "viz.display_podium(data=data, title= \"Podium de la compétition: \" + header['nom'])"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
+   "source": [
+    "### Compétition 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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Mickael\",\"y\":1.2},{\"font\":{\"size\":70},\"showarrow\":false,\"text\":\"\\ud83e\\udd47\",\"x\":\"COQUERIE Mickael\",\"y\":3.2},{\"font\":{\"size\":70},\"showarrow\":false,\"text\":\"\\ud83e\\udd48\",\"x\":\"COQUERIE Mickael\",\"y\":2.2}],\"yaxis\":{\"title\":{\"text\":\"Dur\\u00e9e\"},\"tickvals\":[1,2,3],\"ticktext\":[\"00:15:50\",\"00:15:50\",\"00:15:50\"]},\"xaxis\":{\"tickfont\":{\"size\":16}},\"title\":{\"text\":\"Podium de la comp\\u00e9tition: 39\\u00e8me TOUR DE MONTREUIL JUIGNE\"}},                        {\"responsive\": true}                    ).then(function(){\n",
+       "                            \n",
+       "var gd = document.getElementById('fb6db111-77be-480d-9cc8-8e64056a9ef3');\n",
+       "var x = new MutationObserver(function (mutations, observer) {{\n",
+       "        var display = window.getComputedStyle(gd).display;\n",
+       "        if (!display || display === 'none') {{\n",
+       "            console.log([gd, 'removed!']);\n",
+       "            Plotly.purge(gd);\n",
+       "            observer.disconnect();\n",
+       "        }}\n",
+       "}});\n",
+       "\n",
+       "// Listen for the removal of the full notebook cells\n",
+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#| label: podium2\n",
+    "viz.display_podium(data=data2, title= \"Podium de la compétition: \" + header2['nom'])"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "metadata": {},
+   "source": [
+    "## Row {.tabset} "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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des temps d'arriv\\u00e9e avec performance de Tristan Kirscher\"},\"xaxis\":{\"title\":{\"text\":\"Dur\\u00e9e pour franchir la ligne d'arriv\\u00e9e\"}},\"yaxis\":{\"title\":{\"text\":\"Densit\\u00e9 des athl\\u00e8tes\"}},\"legend\":{\"title\":{\"text\":\"L\\u00e9gende\"}},\"autosize\":false,\"width\":800,\"height\":450},                        {\"responsive\": true}                    ).then(function(){\n",
+       "                            \n",
+       "var gd = document.getElementById('13155230-830f-4aa7-80e3-01766e33bfb8');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -779,20 +900,20 @@
    "source": [
     "#| title: Performance de Tristan Kirscher\n",
     "#| label: a\n",
-    "viz.graphePerso(\"tristan\",\"kirscher\", data=data,titre = \"Densité des temps d'arrivée\")"
+    "viz.graphePerso(\"tristan\",\"kirscher\", data=data,titre = \"Densité des temps d'arrivée avec performance de Tristan Kirscher\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "data": {
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{\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"},\"margin\":{\"b\":0,\"l\":0,\"r\":0,\"t\":30}}},\"shapes\":[{\"line\":{\"color\":\"black\",\"dash\":\"dashdot\",\"width\":1},\"type\":\"line\",\"x0\":1725.0,\"x1\":1820.0,\"y0\":0.005849753694581281,\"y1\":0.005849753694581281}],\"annotations\":[{\"arrowhead\":7,\"ax\":0,\"ay\":-30,\"font\":{\"size\":14},\"showarrow\":true,\"text\":\"\\u003cb\\u003e0.58%\\u003c\\u002fb\\u003e\",\"x\":1820.0,\"y\":0.005849753694581281}],\"title\":{\"text\":\"Densit\\u00e9 des temps d'arriv\\u00e9e avec performance d'Augustin Cablant\"},\"xaxis\":{\"title\":{\"text\":\"Dur\\u00e9e pour franchir la ligne d'arriv\\u00e9e\"}},\"yaxis\":{\"title\":{\"text\":\"Densit\\u00e9 des athl\\u00e8tes\"}},\"legend\":{\"title\":{\"text\":\"L\\u00e9gende\"}},\"autosize\":false,\"width\":800,\"height\":450},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('dfac316a-530a-4c8f-aeca-90a1210e86ce');\n",
+       "var gd = document.getElementById('062673cd-38af-402d-a604-1838e93a2a7a');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -824,7 +945,7 @@
    "source": [
     "#| title: Performance de Augustin Cablant\n",
     "#| label: b\n",
-    "viz.graphePerso(\"augustin\",\"cablant\", data=data,titre = \"Densité des temps d'arrivée\")"
+    "viz.graphePerso(\"augustin\",\"cablant\", data=data,titre = \"Densité des temps d'arrivée avec performance d'Augustin Cablant\")"
    ]
   },
   {
@@ -847,16 +968,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'icon': 'trophy', 'color': 'primary', 'value': 1}"
+       "{'icon': 'trophy', 'color': 'primary', 'value': 94}"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -867,22 +988,22 @@
     "dict(\n",
     "  icon = \"trophy\",\n",
     "  color = \"primary\",\n",
-    "  value = 1\n",
+    "  value = 94\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'icon': 'stopwatch', 'color': 'secondary', 'value': '5s'}"
+       "{'icon': 'stopwatch', 'color': 'secondary', 'value': '32:41s'}"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -893,13 +1014,13 @@
     "dict(\n",
     "  icon = \"stopwatch\",\n",
     "  color = \"secondary\",\n",
-    "  value = \"5s\"\n",
+    "  value = \"32:41s\"\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -908,7 +1029,7 @@
        "{'icon': 'graph-up-arrow', 'color': 'success', 'value': '+11%'}"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/utils/viz.py b/utils/viz.py
index b225d0a..0728316 100644
--- a/utils/viz.py
+++ b/utils/viz.py
@@ -104,7 +104,7 @@ def display_header(header):
     display(Markdown(f"**Label:** {header['label']}"))
 
 
-def display_podium(data):
+def display_podium(data, title):
     """
     Display the podium visualization.
 
@@ -139,7 +139,7 @@ def display_podium(data):
         )
 
     fig.update_layout(
-        title="Podium",
+        title=title,
         yaxis_title="Durée",
         yaxis=dict(
             tickvals=[1, 2, 3],