diff --git a/apps/bc_incidence_over_time_age_groups.ipynb b/apps/bc_incidence_over_time_age_groups.ipynb
index ac46159..e18a7c2 100644
--- a/apps/bc_incidence_over_time_age_groups.ipynb
+++ b/apps/bc_incidence_over_time_age_groups.ipynb
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
diff --git a/apps/bc_mortality_over_time.ipynb b/apps/bc_mortality_over_time.ipynb
index c0ed841..6e27f9f 100644
--- a/apps/bc_mortality_over_time.ipynb
+++ b/apps/bc_mortality_over_time.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
diff --git a/apps/bc_mortality_over_time_age_groups.ipynb b/apps/bc_mortality_over_time_age_groups.ipynb
index a2ca238..3ad6320 100644
--- a/apps/bc_mortality_over_time_age_groups.ipynb
+++ b/apps/bc_mortality_over_time_age_groups.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
diff --git a/apps/bc_survival.ipynb b/apps/bc_survival.ipynb
index 9053d78..5a08ef5 100644
--- a/apps/bc_survival.ipynb
+++ b/apps/bc_survival.ipynb
@@ -4,7 +4,17 @@
    "cell_type": "code",
    "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "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"
+     ]
+    }
+   ],
    "source": [
     "# Install dependencies\n",
     "!pip install -q -U pandas plotly nbformat kaleido"
@@ -12,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {