diff --git a/apps/bc_survival.ipynb b/apps/bc_survival.ipynb
index e813bc1..9053d78 100644
--- a/apps/bc_survival.ipynb
+++ b/apps/bc_survival.ipynb
@@ -2,19 +2,9 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Install dependencies\n",
     "!pip install -q -U pandas plotly nbformat kaleido"
@@ -22,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -50,7 +40,7 @@
        },
        "data": [
         {
-         "mode": "lines",
+         "mode": "markers+lines",
          "name": "Denmark",
          "showlegend": true,
          "type": "scatter",
@@ -80,7 +70,7 @@
          ]
         },
         {
-         "mode": "lines",
+         "mode": "markers+lines",
          "name": "Finland",
          "showlegend": true,
          "type": "scatter",
@@ -110,7 +100,7 @@
          ]
         },
         {
-         "mode": "lines",
+         "mode": "markers+lines",
          "name": "Iceland",
          "showlegend": true,
          "type": "scatter",
@@ -140,7 +130,7 @@
          ]
         },
         {
-         "mode": "lines",
+         "mode": "markers+lines",
          "name": "Norway",
          "showlegend": true,
          "type": "scatter",
@@ -170,7 +160,7 @@
          ]
         },
         {
-         "mode": "lines",
+         "mode": "markers+lines",
          "name": "Sweden",
          "showlegend": true,
          "type": "scatter",