diff --git a/examples/notebooks/choropleth-viz-example.ipynb b/examples/notebooks/choropleth-viz-example.ipynb
index 77669ff..4b058ef 100644
--- a/examples/notebooks/choropleth-viz-example.ipynb
+++ b/examples/notebooks/choropleth-viz-example.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -32,7 +32,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 2,
    "metadata": {
     "scrolled": false
    },
@@ -180,7 +180,7 @@
        "<script type='text/javascript'>\n",
        "\n",
        "\n",
-       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6IjdiOWEzZGIyMGNkOGY3NWQ4ZTBhN2Y5ZGU2Mzg2NDY2In0.jycgv7qwF8MMIWt4cT0RaQ';\n",
+       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6ImNqZmRjdWEzeTFqdHUycW0xbGVxcmduaW0ifQ.GhWt5PoWTQgRLjMP6Lqf1w';\n",
        "\n",
        "    var map = new mapboxgl.Map({\n",
        "        container: 'map',\n",
@@ -193,11 +193,10 @@
        "                    if ( url.slice(0,22) == 'https://api.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://a.tiles.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://b.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://d.tiles.mapbox.com') {\n",
-       "                        //Add Mapboxgl-Jupyter Plugin identifier for Mapbox API traffic\n",
+       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com') {\n",
+       "                        //Add PowerBI Plugin identifier for Mapbox API traffic\n",
        "                        return {\n",
-       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PythonMapboxgl&', url.slice(url.indexOf('?')+1)].join('')\n",
+       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PowerBI&', url.slice(url.indexOf('?')+1)].join('')\n",
        "                         }\n",
        "                     }\n",
        "                     else {\n",
@@ -373,7 +372,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -519,7 +518,7 @@
        "<script type='text/javascript'>\n",
        "\n",
        "\n",
-       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6IjdiOWEzZGIyMGNkOGY3NWQ4ZTBhN2Y5ZGU2Mzg2NDY2In0.jycgv7qwF8MMIWt4cT0RaQ';\n",
+       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6ImNqZmRjdWEzeTFqdHUycW0xbGVxcmduaW0ifQ.GhWt5PoWTQgRLjMP6Lqf1w';\n",
        "\n",
        "    var map = new mapboxgl.Map({\n",
        "        container: 'map',\n",
@@ -532,11 +531,10 @@
        "                    if ( url.slice(0,22) == 'https://api.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://a.tiles.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://b.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://d.tiles.mapbox.com') {\n",
-       "                        //Add Mapboxgl-Jupyter Plugin identifier for Mapbox API traffic\n",
+       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com') {\n",
+       "                        //Add PowerBI Plugin identifier for Mapbox API traffic\n",
        "                        return {\n",
-       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PythonMapboxgl&', url.slice(url.indexOf('?')+1)].join('')\n",
+       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PowerBI&', url.slice(url.indexOf('?')+1)].join('')\n",
        "                         }\n",
        "                     }\n",
        "                     else {\n",
@@ -726,7 +724,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -872,7 +870,7 @@
        "<script type='text/javascript'>\n",
        "\n",
        "\n",
-       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6IjdiOWEzZGIyMGNkOGY3NWQ4ZTBhN2Y5ZGU2Mzg2NDY2In0.jycgv7qwF8MMIWt4cT0RaQ';\n",
+       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6ImNqZmRjdWEzeTFqdHUycW0xbGVxcmduaW0ifQ.GhWt5PoWTQgRLjMP6Lqf1w';\n",
        "\n",
        "    var map = new mapboxgl.Map({\n",
        "        container: 'map',\n",
@@ -885,11 +883,10 @@
        "                    if ( url.slice(0,22) == 'https://api.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://a.tiles.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://b.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://d.tiles.mapbox.com') {\n",
-       "                        //Add Mapboxgl-Jupyter Plugin identifier for Mapbox API traffic\n",
+       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com') {\n",
+       "                        //Add PowerBI Plugin identifier for Mapbox API traffic\n",
        "                        return {\n",
-       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PythonMapboxgl&', url.slice(url.indexOf('?')+1)].join('')\n",
+       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PowerBI&', url.slice(url.indexOf('?')+1)].join('')\n",
        "                         }\n",
        "                     }\n",
        "                     else {\n",
@@ -1070,7 +1067,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -1216,7 +1213,7 @@
        "<script type='text/javascript'>\n",
        "\n",
        "\n",
-       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6IjdiOWEzZGIyMGNkOGY3NWQ4ZTBhN2Y5ZGU2Mzg2NDY2In0.jycgv7qwF8MMIWt4cT0RaQ';\n",
+       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6ImNqZmRjdWEzeTFqdHUycW0xbGVxcmduaW0ifQ.GhWt5PoWTQgRLjMP6Lqf1w';\n",
        "\n",
        "    var map = new mapboxgl.Map({\n",
        "        container: 'map',\n",
@@ -1229,11 +1226,10 @@
        "                    if ( url.slice(0,22) == 'https://api.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://a.tiles.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://b.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://d.tiles.mapbox.com') {\n",
-       "                        //Add Mapboxgl-Jupyter Plugin identifier for Mapbox API traffic\n",
+       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com') {\n",
+       "                        //Add PowerBI Plugin identifier for Mapbox API traffic\n",
        "                        return {\n",
-       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PythonMapboxgl&', url.slice(url.indexOf('?')+1)].join('')\n",
+       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PowerBI&', url.slice(url.indexOf('?')+1)].join('')\n",
        "                         }\n",
        "                     }\n",
        "                     else {\n",
@@ -2233,7 +2229,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -2282,7 +2278,7 @@
        "1           1002                   29049"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2297,7 +2293,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2313,7 +2309,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -2459,7 +2455,7 @@
        "<script type='text/javascript'>\n",
        "\n",
        "\n",
-       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6IjdiOWEzZGIyMGNkOGY3NWQ4ZTBhN2Y5ZGU2Mzg2NDY2In0.jycgv7qwF8MMIWt4cT0RaQ';\n",
+       "    mapboxgl.accessToken = 'pk.eyJ1IjoicnNiYXVtYW5uIiwiYSI6ImNqZmRjdWEzeTFqdHUycW0xbGVxcmduaW0ifQ.GhWt5PoWTQgRLjMP6Lqf1w';\n",
        "\n",
        "    var map = new mapboxgl.Map({\n",
        "        container: 'map',\n",
@@ -2472,11 +2468,10 @@
        "                    if ( url.slice(0,22) == 'https://api.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://a.tiles.mapbox.com' || \n",
        "                        url.slice(0,26) == 'https://b.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com' ||\n",
-       "                        url.slice(0,26) == 'https://d.tiles.mapbox.com') {\n",
-       "                        //Add Mapboxgl-Jupyter Plugin identifier for Mapbox API traffic\n",
+       "                        url.slice(0,26) == 'https://c.tiles.mapbox.com') {\n",
+       "                        //Add PowerBI Plugin identifier for Mapbox API traffic\n",
        "                        return {\n",
-       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PythonMapboxgl&', url.slice(url.indexOf('?')+1)].join('')\n",
+       "                           url: [url.slice(0, url.indexOf('?')+1), 'pluginName=PowerBI&', url.slice(url.indexOf('?')+1)].join('')\n",
        "                         }\n",
        "                     }\n",
        "                     else {\n",
@@ -2693,9 +2688,9 @@
    "summary": "Mapboxgl Python Data Visualization example"
   },
   "kernelspec": {
-   "display_name": "Python3.6 Conda",
+   "display_name": "Python 3",
    "language": "python",
-   "name": "myenv"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {