This is an automated email from the ASF dual-hosted git repository.

github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/sedona-db.git


The following commit(s) were added to refs/heads/asf-site by this push:
     new b14d17f  Deployed be72742 to latest-snapshot with MkDocs 1.6.1 and 
mike 2.1.3
b14d17f is described below

commit b14d17f93a4c63ba8a06aede3aa8bdd60bd9b704
Author: GitHub Actions <[email protected]>
AuthorDate: Wed Sep 24 07:51:42 2025 +0000

    Deployed be72742 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3
---
 latest-snapshot/image/lonboard_ns.png        | Bin 0 -> 523379 bytes
 latest-snapshot/overture-examples.ipynb      | 133 ++++++++++++++++++---------
 latest-snapshot/overture-examples/index.html |  74 ++++++++++-----
 latest-snapshot/requirements.txt             |   1 +
 latest-snapshot/search/search_index.json     |   2 +-
 5 files changed, 144 insertions(+), 66 deletions(-)

diff --git a/latest-snapshot/image/lonboard_ns.png 
b/latest-snapshot/image/lonboard_ns.png
new file mode 100644
index 0000000..482d17c
Binary files /dev/null and b/latest-snapshot/image/lonboard_ns.png differ
diff --git a/latest-snapshot/overture-examples.ipynb 
b/latest-snapshot/overture-examples.ipynb
index ab1fd81..1be3f99 100644
--- a/latest-snapshot/overture-examples.ipynb
+++ b/latest-snapshot/overture-examples.ipynb
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "6d6fa0ab-b4ed-4e60-b099-a1af0998b486",
    "metadata": {},
    "outputs": [],
@@ -62,7 +62,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "52855769-4872-472a-9c42-afced3d85ca8",
    "metadata": {},
    "outputs": [],
@@ -74,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "b45b5e5c-64ed-49ba-a8aa-9f2292f617c6",
    "metadata": {},
    "outputs": [
@@ -86,25 +86,25 @@
       "│                  id                  ┆                 geometry       
         ┆ … ┆ roof_height │\n",
       "│                 utf8                 ┆                 geometry       
         ┆   ┆   float64   │\n",
       
"╞══════════════════════════════════════╪═════════════════════════════════════════╪═══╪═════════════╡\n",
-      "│ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 
25.7460051,-105.… ┆ … ┆             │\n",
+      "│ 97a89436-5295-417e-bde1-2dbf8fe10700 ┆ POLYGON((-107.0377042 
28.8102782,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ f1eb3f3e-c9b9-40af-b83e-7f2c09ef8e43 ┆ POLYGON((-105.7971397 
25.7517374,-105.… ┆ … ┆             │\n",
+      "│ e09fcdeb-65ab-443c-bc59-4f9acf32af17 ┆ POLYGON((-107.0372022 
28.8103812,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ f6019f66-3137-4e62-9d84-e4f4febe2f6d ┆ POLYGON((-105.7928137 
25.7493614,-105.… ┆ … ┆             │\n",
+      "│ cb06e75f-66a0-40ca-9029-e1a24dff1434 ┆ POLYGON((-107.0372848 
28.8104923,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 37b96ac3-0093-47d4-a898-263f6550ef14 ┆ POLYGON((-105.7857365 
25.7465883,-105.… ┆ … ┆             │\n",
+      "│ 5b8eaaca-5628-41d2-9e74-8c4c1205ed54 ┆ POLYGON((-107.0371986 
28.8104859,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ e686ab8d-7062-4c0a-a8da-32ab751f7212 ┆ POLYGON((-105.7579541 
25.7150521,-105.… ┆ … ┆             │\n",
+      "│ 1a4fba29-6160-4a98-b8f7-03395fd6466a ┆ POLYGON((-107.0373331 
28.8105281,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 767a736b-ac77-4427-89f0-3f9544b1e9e9 ┆ POLYGON((-105.7576387 
25.7149905,-105.… ┆ … ┆             │\n",
+      "│ 9de2d803-ab58-46e1-9a35-7423f8d0d121 ┆ POLYGON((-107.0378928 
28.8112268,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ db3a2233-a7cb-425a-ac75-ad83cf868a32 ┆ POLYGON((-105.7589831 
25.71648,-105.75… ┆ … ┆             │\n",
+      "│ 1704c72b-6f2b-445b-b9a3-36fdd0c74233 ┆ POLYGON((-107.0376099 
28.8112085,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 53866308-afc7-4ff1-88f6-b2af571238e3 ┆ POLYGON((-105.76268 
25.7197151,-105.76… ┆ … ┆             │\n",
+      "│ b30bf41d-479f-4ee5-bd45-d4e17ffd8875 ┆ POLYGON((-107.0377094 
28.8115554,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 31d8f64e-b7f9-4b26-8c2a-2fd205fed995 ┆ POLYGON((-105.7626968 
25.7197994,-105.… ┆ … ┆             │\n",
+      "│ c88928d4-b165-4335-9bd8-ccc5c9f79cee ┆ POLYGON((-107.0374986 
28.8111847,-107.… ┆ … ┆             │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 72ec6ed0-d33c-4e64-8c8f-28e7a6ac6310 ┆ POLYGON((-105.7578861 
25.7190388,-105.… ┆ … ┆             │\n",
+      "│ ca1000b0-6af3-47fc-bdf2-61e8b1b716fc ┆ POLYGON((-107.0370972 
28.8115247,-107.… ┆ … ┆             │\n",
       
"└──────────────────────────────────────┴─────────────────────────────────────────┴───┴─────────────┘\n"
      ]
     }
@@ -115,7 +115,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "e37a023e-0e80-403a-a65b-b5a190004f72",
    "metadata": {},
    "outputs": [],
@@ -125,7 +125,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "ebfe4776-e08f-4f38-97fc-fca8ec6fc364",
    "metadata": {},
    "outputs": [
@@ -154,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "b73f670d-0d10-4a7a-bfc7-e2abe5d9edd2",
    "metadata": {},
    "outputs": [
@@ -188,7 +188,7 @@
        "  roof_height: float64<Float64>"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -200,7 +200,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "68d1b68c-dd26-45c2-944f-61138b212943",
    "metadata": {},
    "outputs": [
@@ -262,7 +262,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "d9f122d3-4d90-46b0-ab9a-259a71cc423b",
    "metadata": {},
    "outputs": [],
@@ -274,7 +274,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "19a75b19-0b56-4167-b3f1-73a171ecc480",
    "metadata": {},
    "outputs": [
@@ -286,25 +286,25 @@
       "│        id       ┆    geometry    ┆      bbox      ┆ … ┆ 
is_territorial ┆ region ┆   division_id  │\n",
       "│       utf8      ┆    geometry    ┆     struct     ┆   ┆     boolean   
 ┆  utf8  ┆      utf8      │\n",
       
"╞═════════════════╪════════════════╪════════════════╪═══╪════════════════╪════════╪════════════════╡\n",
-      "│ 6dd2a4d4-542f-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 4b010ede-3285… │\n",
+      "│ cd743a89-9507-… ┆ POLYGON((111.… ┆ {xmin: 111.40… ┆ … ┆ true          
 ┆        ┆ e08d9394-cbc8… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 5eef9108-6811-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 4aa05d3a-0300… │\n",
+      "│ eb9f314e-1184-… ┆ POLYGON((112.… ┆ {xmin: 112.15… ┆ … ┆ true          
 ┆        ┆ aa2561c6-a578… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ fe123780-bf85-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 63c6570b-70fd… │\n",
+      "│ 89fbee90-bca0-… ┆ MULTIPOLYGON(… ┆ {xmin: 112.15… ┆ … ┆ true          
 ┆        ┆ 1cf6b19e-756f… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ c0f0c861-a3bc-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ c3fc4642-f97b… │\n",
+      "│ 758c0e1e-67aa-… ┆ POLYGON((112.… ┆ {xmin: 112.27… ┆ … ┆ true          
 ┆        ┆ 505f563f-7aa3… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ a57076cb-c74d-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 5d206247-f4b2… │\n",
+      "│ e5d4c707-66d7-… ┆ POLYGON((109.… ┆ {xmin: 109.64… ┆ … ┆ true          
 ┆ CN-HI  ┆ 86939aee-1fbd… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ d86411e8-02a1-… ┆ POLYGON((-82.… ┆ {xmin: -82.40… ┆ … ┆ true          
 ┆ PA-4   ┆ c5564623-b42e… │\n",
+      "│ 26015e14-62ae-… ┆ POLYGON((109.… ┆ {xmin: 109.66… ┆ … ┆ true          
 ┆ CN-HI  ┆ ed052bae-e26f… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ d13f593f-7fde-… ┆ POLYGON((-82.… ┆ {xmin: -82.39… ┆ … ┆ true          
 ┆ PA-4   ┆ b02aa2a3-3889… │\n",
+      "│ eb42fd17-ad1e-… ┆ POLYGON((109.… ┆ {xmin: 109.83… ┆ … ┆ true          
 ┆ CN-HI  ┆ 201eeb03-4f5a… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ 3598138e-788a-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 6700edfc-96e5… │\n",
+      "│ d63e1220-a308-… ┆ POLYGON((109.… ┆ {xmin: 109.90… ┆ … ┆ true          
 ┆ CN-HI  ┆ 71e30c32-2bc1… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ a5cecb4f-d6d1-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 9f24a80b-355d… │\n",
+      "│ e62cef5e-6768-… ┆ POLYGON((109.… ┆ {xmin: 109.74… ┆ … ┆ true          
 ┆ CN-HI  ┆ 24478621-6802… │\n",
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
-      "│ a4d912fc-69d9-… ┆ POLYGON((-82.… ┆ {xmin: -82.37… ┆ … ┆ true          
 ┆ PA-4   ┆ 65786eba-d8fd… │\n",
+      "│ c6fcbed1-ad8d-… ┆ POLYGON((110.… ┆ {xmin: 110.00… ┆ … ┆ true          
 ┆ CN-HI  ┆ ac0f434d-1e10… │\n",
       
"└─────────────────┴────────────────┴────────────────┴───┴────────────────┴────────┴────────────────┘\n"
      ]
     }
@@ -316,7 +316,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "03b951de-3397-4fcf-9baf-50e139a38dd4",
    "metadata": {},
    "outputs": [],
@@ -326,7 +326,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "9c6bd69d-9407-432a-bdc8-d60976237a3a",
    "metadata": {},
    "outputs": [
@@ -353,7 +353,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "75a6d0ed-9767-4d36-a77a-4afb7952fbe4",
    "metadata": {},
    "outputs": [
@@ -376,7 +376,7 @@
        "  division_id: utf8<Utf8View>"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -387,7 +387,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "f1f7158c-ef2b-4377-9bee-180309ddd553",
    "metadata": {},
    "outputs": [],
@@ -410,7 +410,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "27e6909d-06fa-438b-88e0-d300fd2fb1ec",
    "metadata": {},
    "outputs": [],
@@ -420,7 +420,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "2dec92d8-a374-4021-990a-e50f5769516e",
    "metadata": {},
    "outputs": [],
@@ -434,7 +434,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "id": "7f39a283-0eee-4f72-a30a-8dd9fa1aaa69",
    "metadata": {
     "scrolled": true
@@ -452,8 +452,8 @@
       
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
       "│ Mud Island             ┆                        ┆                     
   ┆ POLYGON((-66.0222822… │\n",
       
"└────────────────────────┴────────────────────────┴────────────────────────┴───────────────────────┘\n",
-      "CPU times: user 1.2 ms, sys: 844 μs, total: 2.04 ms\n",
-      "Wall time: 2.03 ms\n"
+      "CPU times: user 1.31 ms, sys: 1.02 ms, total: 2.33 ms\n",
+      "Wall time: 2.54 ms\n"
      ]
     }
    ],
@@ -462,11 +462,60 @@
     "# this executes quickly because the Nova Scotia data was persisted in 
memory with `to_memtable()`\n",
     "df.show(2)"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fc1d2023-c83a-4010-808b-212161b1b577",
+   "metadata": {},
+   "source": [
+    "## Visualize the results with lonboard"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "f78583fd-a73a-4169-9c45-74d8026bb5fb",
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "0dec2568b9e9420da04da4bf04eedc94",
+       "version_major": 2,
+       "version_minor": 1
+      },
+      "text/plain": [
+       "Map(basemap_style=<CartoBasemap.DarkMatter: 
'https://basemaps.cartocdn.com/gl/dark-matter-gl-style/style.json'…"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import lonboard\n",
+    "\n",
+    "lonboard.viz(df)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0f668f51-462e-4e18-b774-c047140b224a",
+   "metadata": {},
+   "source": [
+    "![Lonboard NS](image/lonboard_ns.png)"
+   ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv (3.13.3)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -480,7 +529,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.3"
+   "version": "3.12.4"
   }
  },
  "nbformat": 4,
diff --git a/latest-snapshot/overture-examples/index.html 
b/latest-snapshot/overture-examples/index.html
index f41c326..424b250 100644
--- a/latest-snapshot/overture-examples/index.html
+++ b/latest-snapshot/overture-examples/index.html
@@ -918,6 +918,15 @@
     </span>
   </a>
   
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#visualize-the-results-with-lonboard" class="md-nav__link">
+    <span class="md-ellipsis">
+      Visualize the results with lonboard
+    </span>
+  </a>
+  
 </li>
       
     </ul>
@@ -1556,6 +1565,15 @@
     </span>
   </a>
   
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#visualize-the-results-with-lonboard" class="md-nav__link">
+    <span class="md-ellipsis">
+      Visualize the results with lonboard
+    </span>
+  </a>
+  
 </li>
       
     </ul>
@@ -1627,25 +1645,25 @@
 │                  id                  ┆                 geometry              
  ┆ … ┆ roof_height │
 │                 utf8                 ┆                 geometry              
  ┆   ┆   float64   │
 
╞══════════════════════════════════════╪═════════════════════════════════════════╪═══╪═════════════╡
-│ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 
25.7460051,-105.… ┆ … ┆             │
+│ 97a89436-5295-417e-bde1-2dbf8fe10700 ┆ POLYGON((-107.0377042 
28.8102782,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ f1eb3f3e-c9b9-40af-b83e-7f2c09ef8e43 ┆ POLYGON((-105.7971397 
25.7517374,-105.… ┆ … ┆             │
+│ e09fcdeb-65ab-443c-bc59-4f9acf32af17 ┆ POLYGON((-107.0372022 
28.8103812,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ f6019f66-3137-4e62-9d84-e4f4febe2f6d ┆ POLYGON((-105.7928137 
25.7493614,-105.… ┆ … ┆             │
+│ cb06e75f-66a0-40ca-9029-e1a24dff1434 ┆ POLYGON((-107.0372848 
28.8104923,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 37b96ac3-0093-47d4-a898-263f6550ef14 ┆ POLYGON((-105.7857365 
25.7465883,-105.… ┆ … ┆             │
+│ 5b8eaaca-5628-41d2-9e74-8c4c1205ed54 ┆ POLYGON((-107.0371986 
28.8104859,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ e686ab8d-7062-4c0a-a8da-32ab751f7212 ┆ POLYGON((-105.7579541 
25.7150521,-105.… ┆ … ┆             │
+│ 1a4fba29-6160-4a98-b8f7-03395fd6466a ┆ POLYGON((-107.0373331 
28.8105281,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 767a736b-ac77-4427-89f0-3f9544b1e9e9 ┆ POLYGON((-105.7576387 
25.7149905,-105.… ┆ … ┆             │
+│ 9de2d803-ab58-46e1-9a35-7423f8d0d121 ┆ POLYGON((-107.0378928 
28.8112268,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ db3a2233-a7cb-425a-ac75-ad83cf868a32 ┆ POLYGON((-105.7589831 
25.71648,-105.75… ┆ … ┆             │
+│ 1704c72b-6f2b-445b-b9a3-36fdd0c74233 ┆ POLYGON((-107.0376099 
28.8112085,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 53866308-afc7-4ff1-88f6-b2af571238e3 ┆ POLYGON((-105.76268 
25.7197151,-105.76… ┆ … ┆             │
+│ b30bf41d-479f-4ee5-bd45-d4e17ffd8875 ┆ POLYGON((-107.0377094 
28.8115554,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 31d8f64e-b7f9-4b26-8c2a-2fd205fed995 ┆ POLYGON((-105.7626968 
25.7197994,-105.… ┆ … ┆             │
+│ c88928d4-b165-4335-9bd8-ccc5c9f79cee ┆ POLYGON((-107.0374986 
28.8111847,-107.… ┆ … ┆             │
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 72ec6ed0-d33c-4e64-8c8f-28e7a6ac6310 ┆ POLYGON((-105.7578861 
25.7190388,-105.… ┆ … ┆             │
+│ ca1000b0-6af3-47fc-bdf2-61e8b1b716fc ┆ POLYGON((-107.0370972 
28.8115247,-107.… ┆ … ┆             │
 
└──────────────────────────────────────┴─────────────────────────────────────────┴───┴─────────────┘
 </code></pre></div>
 
@@ -1750,25 +1768,25 @@
 <span class="err">│</span><span class="w">        </span><span 
class="n">id</span><span class="w">       </span><span 
class="err">┆</span><span class="w">    </span><span 
class="n">geometry</span><span class="w">    </span><span 
class="err">┆</span><span class="w">      </span><span 
class="n">bbox</span><span class="w">      </span><span 
class="err">┆</span><span class="w"> </span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span cl 
[...]
 <span class="err">│</span><span class="w">       </span><span 
class="n">utf8</span><span class="w">      </span><span 
class="err">┆</span><span class="w">    </span><span 
class="n">geometry</span><span class="w">    </span><span 
class="err">┆</span><span class="w">     </span><span 
class="k">struct</span><span class="w">     </span><span 
class="err">┆</span><span class="w">   </span><span class="err">┆</span><span 
class="w">     </span><span class="n">boolean</span><span class="w">    </ [...]
 <span 
class="err">╞═════════════════╪════════════════╪════════════════╪═══╪════════════════╪════════╪════════════════╡</span>
-<span class="err">│</span><span class="w"> </span><span 
class="mh">6</span><span class="n">dd2a4d4</span><span class="o">-</span><span 
class="mf">542f</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span 
class="mf">82.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">cd743a89</span><span class="o">-</span><span 
class="mh">9507</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span 
class="mf">111.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span 
class="nl">xmin:</span [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="mh">5</span><span class="n">eef9108</span><span class="o">-</span><span 
class="mh">6811</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span 
class="mf">82.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">eb9f314e</span><span class="o">-</span><span 
class="mh">1184</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span 
class="mf">112.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span 
class="nl">xmin:</span [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">fe123780</span><span class="o">-</span><span 
class="n">bf85</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span 
class="mf">82.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="mf">89f</span><span class="n">bee90</span><span class="o">-</span><span 
class="n">bca0</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">MULTIPOLYGON</span><span class="p">(</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="p">{</span><span class="nl">xmin:</span> [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">c0f0c861</span><span class="o">-</span><span 
class="n">a3bc</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span 
class="mf">82.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="mh">758</span><span class="n">c0e1e</span><span class="o">-</span><span 
class="mh">67</span><span class="n">aa</span><span class="o">-</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span 
class="mf">112.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">a57076cb</span><span class="o">-</span><span 
class="n">c74d</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span 
class="mf">82.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">e5d4c707</span><span class="o">-</span><span 
class="mh">66</span><span class="n">d7</span><span class="o">-</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span 
class="mf">109.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">d86411e8</span><span class="o">-</span><span 
class="mh">02</span><span class="n">a1</span><span class="o">-</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span 
class="o">-</span><span class="mf">82.</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="mf">26015e14</span><span class="o">-</span><span 
class="mh">62</span><span class="n">ae</span><span class="o">-</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span 
class="mf">109.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><spa [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">d13f593f</span><span class="o">-</span><span 
class="mf">7f</span><span class="n">de</span><span class="o">-</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span 
class="o">-</span><span class="mf">82.</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">eb42fd17</span><span class="o">-</span><span 
class="n">ad1e</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span 
class="mf">109.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span 
class="nl">xmin:</span> [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="mf">3598138e-788</span><span class="n">a</span><span 
class="o">-</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span 
class="p">((</span><span class="o">-</span><span class="mf">82.</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="p">{</span><span class="nl">xmin:</span [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">d63e1220</span><span class="o">-</span><span 
class="n">a308</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span 
class="mf">109.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span 
class="nl">xmin:</span> [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">a5cecb4f</span><span class="o">-</span><span 
class="n">d6d1</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span 
class="mf">82.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">e62cef5e</span><span class="o">-</span><span 
class="mh">6768</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span 
class="mf">109.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span 
class="nl">xmin:</span [...]
 <span 
class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span 
class="n">a4d912fc</span><span class="o">-</span><span 
class="mh">69</span><span class="n">d9</span><span class="o">-</span><span 
class="err">…</span><span class="w"> </span><span class="err">┆</span><span 
class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span 
class="o">-</span><span class="mf">82.</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span  [...]
+<span class="err">│</span><span class="w"> </span><span 
class="n">c6fcbed1</span><span class="o">-</span><span 
class="n">ad8d</span><span class="o">-</span><span class="err">…</span><span 
class="w"> </span><span class="err">┆</span><span class="w"> </span><span 
class="n">POLYGON</span><span class="p">((</span><span 
class="mf">110.</span><span class="err">…</span><span class="w"> </span><span 
class="err">┆</span><span class="w"> </span><span class="p">{</span><span 
class="nl">xmin:</span> [...]
 <span 
class="err">└─────────────────┴────────────────┴────────────────┴───┴────────────────┴────────┴────────────────┘</span>
 </code></pre></div>
 
@@ -1841,10 +1859,20 @@
 
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
 │ Mud Island             ┆                        ┆                        ┆ 
POLYGON((-66.0222822… │
 
└────────────────────────┴────────────────────────┴────────────────────────┴───────────────────────┘
-CPU times: user 1.2 ms, sys: 844 μs, total: 2.04 ms
-Wall time: 2.03 ms
+CPU times: user 1.31 ms, sys: 1.02 ms, total: 2.33 ms
+Wall time: 2.54 ms
 </code></pre></div>
 
+<h2 id="visualize-the-results-with-lonboard">Visualize the results with 
lonboard<a class="headerlink" href="#visualize-the-results-with-lonboard" 
title="Permanent link">¶</a></h2>
+<div class="highlight"><pre><span></span><code><span 
class="kn">import</span><span class="w"> </span><span class="nn">lonboard</span>
+
+<span class="n">lonboard</span><span class="o">.</span><span 
class="n">viz</span><span class="p">(</span><span class="n">df</span><span 
class="p">)</span>
+</code></pre></div>
+<div 
class="codehilite"><pre><span></span><code>Map(basemap_style=&lt;CartoBasemap.DarkMatter:
 'https://basemaps.cartocdn.com/gl/dark-matter-gl-style/style.json'…
+</code></pre></div>
+
+<p><a class="glightbox" data-type="image" data-width="100%" data-height="auto" 
href="../image/lonboard_ns.png" data-desc-position="bottom"><img alt="Lonboard 
NS" src="../image/lonboard_ns.png"></a></p>
+
 
 
 
@@ -1864,7 +1892,7 @@ Wall time: 2.03 ms
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 
2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="September 24, 2025 01:21:10 
UTC">September 24, 2025 01:21:10</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="September 24, 2025 07:47:59 
UTC">September 24, 2025 07:47:59</span>
   </span>
 
     
diff --git a/latest-snapshot/requirements.txt b/latest-snapshot/requirements.txt
index 5a5444b..6bd80c3 100644
--- a/latest-snapshot/requirements.txt
+++ b/latest-snapshot/requirements.txt
@@ -26,3 +26,4 @@ mkdocstrings[python]
 nbconvert
 pyproj
 ruff
+lonboard
diff --git a/latest-snapshot/search/search_index.json 
b/latest-snapshot/search/search_index.json
index 7634517..679c683 100644
--- a/latest-snapshot/search/search_index.json
+++ b/latest-snapshot/search/search_index.json
@@ -1 +1 @@
-{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"Introducing
 SedonaDB","text":"<p>SedonaDB is an open-source single-node analytical 
database engine with geospatial as a first-class citizen. It aims to deliver 
the fastest spatial analytics query speed and the most comprehensive function 
coverage available.</p> <p>SedonaDB is perfect for processing smaller to medium 
datasets on local machines or cloud instances. For distributed [...]
\ No newline at end of file
+{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"Introducing
 SedonaDB","text":"<p>SedonaDB is an open-source single-node analytical 
database engine with geospatial as a first-class citizen. It aims to deliver 
the fastest spatial analytics query speed and the most comprehensive function 
coverage available.</p> <p>SedonaDB is perfect for processing smaller to medium 
datasets on local machines or cloud instances. For distributed [...]
\ No newline at end of file


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