add imgs

dors-cluc-workshop/game-of-graphs.ipynb

@@ -542,7 +542,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d84153bd",
+   "id": "09ef48dd",
    "metadata": {},
    "source": [
     "<img alt=\"movies_graph_model\" src=\"https://raw.githubusercontent.com/memgraph/jupyter-memgraph-tutorials/main/dors-cluc-workshop/img/harry-potter-got.png\" width=\"800\" />"
@@ -802,7 +802,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4e99d763",
+   "id": "e8138588",
    "metadata": {},
    "source": [
     "<img alt=\"movies_graph_model\" src=\"https://raw.githubusercontent.com/memgraph/jupyter-memgraph-tutorials/main/dors-cluc-workshop/img/manticore.png\" width=\"600\" />"
@@ -891,7 +891,15 @@
    "id": "8600acc1",
    "metadata": {},
    "source": [
-    "<img alt=\"movies_graph_model\" src=\"https://raw.githubusercontent.com/memgraph/jupyter-memgraph-tutorials/a698d3095c5bc0066a379004ef88c2a44f8c8821/got-analysis/img/memgraph-lab-ned-umber.png\" width=\"800\" />"
+    "<img alt=\"movies_graph_model\" src=\"https://raw.githubusercontent.com/memgraph/jupyter-memgraph-tutorials/main/dors-cluc-workshop/img/memgraph-lab-ned-umber.png\" width=\"600\" />"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9ebc30c9",
+   "metadata": {},
+   "source": [
+    "<img alt=\"movies_graph_model\" src=\"https://raw.githubusercontent.com/memgraph/jupyter-memgraph-tutorials/main/dors-cluc-workshop/img/ned-umber.png\" width=\"600\" />"
    ]
   },
   {
@@ -977,12 +985,12 @@
    "id": "583112f1",
    "metadata": {},
    "source": [
-    "Let's see how the importance of episodes and locations in the dataset is truly measured by the number of deaths. First, we can list the top 10 locations where the most deaths occurred:"
+    "Let's see how the importance of episodes and locations in the dataset is truly measured by the number of deaths. First, we can list the **top 10 locations where the most deaths occurred**:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 43,
    "id": "118403fc",
    "metadata": {
     "scrolled": true
@@ -1024,12 +1032,12 @@
    "id": "721b7feb",
    "metadata": {},
    "source": [
-    "We can also run PageRank algorithm as a measure of node influence in a network:"
+    "We can also run **PageRank algorithm** as a measure of **node influence in the network**:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 44,
    "id": "c0a91a25",
    "metadata": {
     "scrolled": true
@@ -1039,15 +1047,15 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Episode: Kings Landing | Rank: 0.06106011381918924\n",
+      "Episode: Kings Landing | Rank: 0.06106011381918923\n",
       "Episode: Roseroad | Rank: 0.010786290904476399\n",
-      "Episode: Winterfell | Rank: 0.009650604216610618\n",
+      "Episode: Winterfell | Rank: 0.00965060421661062\n",
       "Episode: Meereen | Rank: 0.007653449136907163\n",
       "Episode: The Twins | Rank: 0.005029859049634092\n",
       "Episode: Beyond the Wall | Rank: 0.0048574484597048535\n",
-      "Episode: Castle Black | Rank: 0.003955983097311168\n",
+      "Episode: Castle Black | Rank: 0.003955983097311169\n",
       "Episode: The Narrow Sea | Rank: 0.0021040262793516795\n",
-      "Episode: Riverlands | Rank: 0.0019043870463720024\n",
+      "Episode: Riverlands | Rank: 0.0019043870463720022\n",
       "Episode: The Wall | Rank: 0.001583596860766157\n"
      ]
     }
@@ -1074,12 +1082,12 @@
    "id": "3cff6ae6",
    "metadata": {},
    "source": [
-    "And which episodes have the most deaths?"
+    "And **which episodes have the most deaths**?"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 45,
    "id": "d1834484",
    "metadata": {
     "scrolled": true
@@ -1089,14 +1097,14 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "The Bells  844\n",
-      "The Spoils of War  205\n",
+      "The Bells 844\n",
+      "The Spoils of War 205\n",
       "The Winds of Winter 203\n",
       "Battle of the Bastards 133\n",
-      "The Watchers on the Wall  86\n",
-      "Blackwater  72\n",
+      "The Watchers on the Wall 86\n",
+      "Blackwater 72\n",
       "The Dance of Dragons 58\n",
-      "Dragonstone  54\n",
+      "Dragonstone 54\n",
       "Sons of the Harpy 48\n",
       "The Rains of Castamere 45\n"
      ]
@@ -1126,22 +1134,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 46,
    "id": "6a9afb9b",
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Episode: The Bells  | Rank: 0.043164724601018695\n",
+      "Episode: The Bells | Rank: 0.043164724601018695\n",
       "Episode: The Winds of Winter | Rank: 0.010801371244279762\n",
-      "Episode: The Spoils of War  | Rank: 0.010652824071617746\n",
+      "Episode: The Spoils of War | Rank: 0.010652824071617745\n",
       "Episode: Battle of the Bastards | Rank: 0.007326424536668109\n",
-      "Episode: The Watchers on the Wall  | Rank: 0.004888653411156207\n",
-      "Episode: Blackwater  | Rank: 0.0040451560244256475\n",
+      "Episode: The Watchers on the Wall | Rank: 0.004888653411156206\n",
+      "Episode: Blackwater | Rank: 0.0040451560244256475\n",
       "Episode: The Dance of Dragons | Rank: 0.003304325314698726\n",
-      "Episode: Dragonstone  | Rank: 0.002979021268992005\n",
+      "Episode: Dragonstone | Rank: 0.002979021268992005\n",
       "Episode: Sons of the Harpy | Rank: 0.002835536547706026\n",
       "Episode: The Rains of Castamere | Rank: 0.002811794141977363\n"
      ]
@@ -1182,7 +1190,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 47,
    "id": "32535947",
    "metadata": {},
    "outputs": [