diff --git a/examples/notebook_api_functionality.ipynb b/examples/notebook_api_functionality.ipynb
index 00654c720e2a0046b326beed4bed61332bbbab18..d81c31711bfc5d6de3159fd8958df96dd145ded0 100644
--- a/examples/notebook_api_functionality.ipynb
+++ b/examples/notebook_api_functionality.ipynb
@@ -5,7 +5,7 @@
    "id": "cb9d00f5-9613-471e-a4bb-6181311bf73b",
    "metadata": {},
    "source": [
-    "# Notebook API functionality\n",
+    "# Using the API functionality of binarycpython\n",
     "This notebook shows how to use the API functions that interface with binary_c. It usually is better to use wrapper functions that internally use these API functions, because most of the output here is very raw\n",
     "\n",
     "Binarycpython uses the Python-C extension framework to interface Python with C. The sourcecode for this is contained in `src/binary_c_python.c`, and the functions are available via `from binarycpython import _binary_c_bindings`.\n",
diff --git a/examples/notebook_custom_logging.ipynb b/examples/notebook_custom_logging.ipynb
index e84895375014ce29b29a572a9a264d1505eb1db9..05ffbccfc23f0b08e85abed0d467233385520a4b 100644
--- a/examples/notebook_custom_logging.ipynb
+++ b/examples/notebook_custom_logging.ipynb
@@ -5,7 +5,7 @@
    "id": "879b596b-d70c-4f90-b668-563b4ad93ffc",
    "metadata": {},
    "source": [
-    "# Notebook custom logging\n",
+    "# Using custom logging routines with binarycpython\n",
     "In this notebook you'll learn how to use the custom logging functionality"
    ]
   },
diff --git a/examples/notebook_extra_features.ipynb b/examples/notebook_extra_features.ipynb
index 4827ad5e2e941688f762c1fc34084170aa19f72f..d453a6f5bef5a661a59491fde19511cee3f6c579 100644
--- a/examples/notebook_extra_features.ipynb
+++ b/examples/notebook_extra_features.ipynb
@@ -1,9 +1,20 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "d5c04b77-f0be-4b33-8c03-c72eb846527c",
+   "metadata": {},
+   "source": [
+    "# Extra features and functionality of binarycpython\n",
+    "In this notebook we'll go over some of the extra features and functionality that was not covered in the other notebooks.\n",
+    "\n",
+    "TODO"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1e1f31c5-dfa0-43a9-8505-3e1b279b7f2e",
+   "id": "0020f1bc-2a23-455c-8216-9e63e6e038ae",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/examples/notebook_individual_systems.ipynb b/examples/notebook_individual_systems.ipynb
index 887dacd032dbd1cf5d66c7e81dac53cf12dcc65d..19c2d29fbd316324eb39a361e897be2b835955e8 100644
--- a/examples/notebook_individual_systems.ipynb
+++ b/examples/notebook_individual_systems.ipynb
@@ -5,7 +5,7 @@
    "id": "a544d28c-c2e1-4c6a-b55b-8caec440743f",
    "metadata": {},
    "source": [
-    "# Notebook individual system\n",
+    "# Running individual systems with binarycpython\n",
     "This notebook will show you how to run single systems and analyze their results.\n",
     "\n",
     "It can be useful to have some functions to quickly run a single system to e.g. inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single star, etc. "
diff --git a/examples/notebook_population.ipynb b/examples/notebook_population.ipynb
index 46f5cef964f987f2c744b3f4af39a6f2ff51dbb8..56f3b153c23064e82863f188906d50243e795715 100644
--- a/examples/notebook_population.ipynb
+++ b/examples/notebook_population.ipynb
@@ -5,7 +5,7 @@
    "id": "bbbaafbb-fd7d-4b73-a970-93506ba35d71",
    "metadata": {},
    "source": [
-    "# Setting up populations\n",
+    "# Running populations with binarycpython\n",
     "This notebook will show you how to evolve a population of stars\n",
     "\n",
     "Much of the code in the binarycpython package is written to evolve a population of stars through the Population object, rather than running a single system. Let's go through the functionality of this object step by step and set up some example populations. \n",
@@ -715,7 +715,7 @@
    "id": "60359eb1-4d0c-4d2d-8265-ec5171b944a2",
    "metadata": {},
    "source": [
-    "# Full example Population of single stars\n",
+    "## Full examples of population scripts\n",
     "Below is a full setup for a population of single stars"
    ]
   },