diff --git a/docs/examples/dataviz/lidar_viz.ipynb b/docs/examples/dataviz/lidar_viz.ipynb
index 3036a34..58a8f80 100644
--- a/docs/examples/dataviz/lidar_viz.ipynb
+++ b/docs/examples/dataviz/lidar_viz.ipynb
@@ -4,9 +4,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[![image](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/geoai/blob/main/examples/dataviz/lidar_viz.ipynb)\n",
-    "[![image](https://img.shields.io/badge/Open-Planetary%20Computer-black?style=flat&logo=microsoft)](https://pccompute.westeurope.cloudapp.azure.com/compute/hub/user-redirect/git-pull?repo=https://github.com/opengeos/geoai&urlpath=lab/tree/geoai/examples/dataviz/lidar_viz.ipynb&branch=main)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/opengeos/geoai/blob/main/examples/dataviz/lidar_viz.ipynb)\n",
+    "[![image](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/geoai/blob/main/docs/examples/dataviz/lidar_viz.ipynb)\n",
+    "[![image](https://img.shields.io/badge/Open-Planetary%20Computer-black?style=flat&logo=microsoft)](https://pccompute.westeurope.cloudapp.azure.com/compute/hub/user-redirect/git-pull?repo=https://github.com/opengeos/geoai&urlpath=lab/tree/geoai/docs/examples/dataviz/lidar_viz.ipynb&branch=main)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/opengeos/geoai/blob/main/docs/examples/dataviz/lidar_viz.ipynb)\n",
     "\n",
     "# Visualizing LiDAR Data with Leafmap\n",
     "\n",
diff --git a/docs/examples/dataviz/raster_viz.ipynb b/docs/examples/dataviz/raster_viz.ipynb
index ad39f3b..cf9f89a 100644
--- a/docs/examples/dataviz/raster_viz.ipynb
+++ b/docs/examples/dataviz/raster_viz.ipynb
@@ -4,9 +4,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[![image](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/geoai/blob/main/examples/dataviz/raster_viz.ipynb)\n",
-    "[![image](https://img.shields.io/badge/Open-Planetary%20Computer-black?style=flat&logo=microsoft)](https://pccompute.westeurope.cloudapp.azure.com/compute/hub/user-redirect/git-pull?repo=https://github.com/opengeos/geoai&urlpath=lab/tree/geoai/examples/dataviz/raster_viz.ipynb&branch=main)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/opengeos/geoai/blob/main/examples/dataviz/raster_viz.ipynb)\n",
+    "[![image](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/geoai/blob/main/docs/examples/dataviz/raster_viz.ipynb)\n",
+    "[![image](https://img.shields.io/badge/Open-Planetary%20Computer-black?style=flat&logo=microsoft)](https://pccompute.westeurope.cloudapp.azure.com/compute/hub/user-redirect/git-pull?repo=https://github.com/opengeos/geoai&urlpath=lab/tree/geoai/docs/examples/dataviz/raster_viz.ipynb&branch=main)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/opengeos/geoai/blob/main/docs/examples/dataviz/raster_viz.ipynb)\n",
     "\n",
     "# Visualizing Raster Data with Leafmap\n",
     "\n",
@@ -425,7 +425,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,
diff --git a/docs/examples/dataviz/vector_viz.ipynb b/docs/examples/dataviz/vector_viz.ipynb
index ef3253e..99011fb 100644
--- a/docs/examples/dataviz/vector_viz.ipynb
+++ b/docs/examples/dataviz/vector_viz.ipynb
@@ -4,9 +4,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[![image](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/geoai/blob/main/examples/dataviz/vector_viz.ipynb)\n",
-    "[![image](https://img.shields.io/badge/Open-Planetary%20Computer-black?style=flat&logo=microsoft)](https://pccompute.westeurope.cloudapp.azure.com/compute/hub/user-redirect/git-pull?repo=https://github.com/opengeos/geoai&urlpath=lab/tree/geoai/examples/dataviz/vector_viz.ipynb&branch=main)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/opengeos/geoai/blob/main/examples/dataviz/vector_viz.ipynb)\n",
+    "[![image](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/geoai/blob/main/docs/examples/dataviz/vector_viz.ipynb)\n",
+    "[![image](https://img.shields.io/badge/Open-Planetary%20Computer-black?style=flat&logo=microsoft)](https://pccompute.westeurope.cloudapp.azure.com/compute/hub/user-redirect/git-pull?repo=https://github.com/opengeos/geoai&urlpath=lab/tree/geoai/docs/examples/dataviz/vector_viz.ipynb&branch=main)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/opengeos/geoai/blob/main/docs/examples/dataviz/vector_viz.ipynb)\n",
     "\n",
     "# Visualizing Vector Data with Leafmap\n",
     "\n",
@@ -112,7 +112,7 @@
    "outputs": [],
    "source": [
     "m = leafmap.Map()\n",
-    "data = 'https://raw.githubusercontent.com/opengeos/leafmap/master/examples/data/countries.geojson'\n",
+    "data = 'https://raw.githubusercontent.com/opengeos/leafmap/master/docs/examples/data/countries.geojson'\n",
     "m.add_data(\n",
     "    data, \n",
     "    column='POP_EST', \n",