diff --git a/network_attack_propagation.ipynb b/network_attack_propagation.ipynb
index cc248e8..199ccf8 100644
--- a/network_attack_propagation.ipynb
+++ b/network_attack_propagation.ipynb
@@ -191,27 +191,6 @@
     "bus_experiment()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](bus0.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](bus8.gif)\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](bus15.gif)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -314,27 +293,6 @@
     "ring_experiment()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](ring0.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](ring8.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](ring15.gif)\n"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -475,34 +433,6 @@
     "star_experiment()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star0.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star2.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star4.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star6.gif)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -643,34 +573,6 @@
     "weighted_star_experiment()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star_weighted0.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star_weighted2.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star_weighted4.gif)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![](star_weighted6.gif)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},