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     new 8cf636a  Deployed eff66aa to 0.1.0 with MkDocs 1.6.1 and mike 2.1.3
8cf636a is described below

commit 8cf636ab6a865e423bfcb47399e9707c6d6b8618
Author: GitHub Actions <[email protected]>
AuthorDate: Wed Sep 24 08:02:39 2025 +0000

    Deployed eff66aa to 0.1.0 with MkDocs 1.6.1 and mike 2.1.3
---
 0.1.0/404.html                                     |  39 ++-
 0.1.0/contributors-guide/index.html                |  89 +++---
 0.1.0/crs-examples/index.html                      |  89 +++---
 0.1.0/geopandas-interop/index.html                 |  39 ++-
 0.1.0/image/lonboard_ns.png                        | Bin 0 -> 523379 bytes
 0.1.0/image/sf1-09242025.png                       | Bin 0 -> 20887 bytes
 0.1.0/image/sf1.png                                | Bin 133443 -> 0 bytes
 0.1.0/image/sf10-09242025.png                      | Bin 0 -> 25154 bytes
 0.1.0/image/sf10.png                               | Bin 189589 -> 0 bytes
 0.1.0/index.html                                   |  47 ++-
 0.1.0/overture-examples.ipynb                      | 133 ++++++---
 0.1.0/overture-examples/index.html                 | 113 +++++--
 0.1.0/programming-guide/index.html                 |  39 ++-
 0.1.0/quickstart-python/index.html                 |  39 ++-
 0.1.0/reference/python/index.html                  |  45 ++-
 0.1.0/reference/sql-joins/index.html               |  39 ++-
 0.1.0/reference/sql/index.html                     |  39 ++-
 0.1.0/requirements.txt                             |   1 +
 0.1.0/search/search_index.json                     |   2 +-
 0.1.0/sitemap.xml                                  |   4 +
 0.1.0/sitemap.xml.gz                               | Bin 314 -> 323 bytes
 0.1.0/stylesheets/extra.css                        |  28 +-
 0.1.0/working-with-parquet-files/index.html        |  45 ++-
 .../index.html                                     | 324 +++++++++++++--------
 24 files changed, 796 insertions(+), 358 deletions(-)

diff --git a/0.1.0/404.html b/0.1.0/404.html
index 0e39b05..2c3d9c4 100644
--- a/0.1.0/404.html
+++ b/0.1.0/404.html
@@ -873,12 +873,12 @@
   
   
     <li class="md-nav__item">
-      <a href="/sedonadb/latest/contributors-guide/" class="md-nav__link">
+      <a href="/sedonadb/latest/crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -896,12 +896,35 @@
   
   
     <li class="md-nav__item">
-      <a href="/sedonadb/latest/crs-examples/" class="md-nav__link">
+      <a href="/sedonadb/latest/working-with-sql-sedonadb/" 
class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="/sedonadb/latest/contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -932,10 +955,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7" >
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8" >
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="0">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="0">
             
   
   
@@ -948,8 +971,8 @@
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aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
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             Get Involved
           </label>
diff --git a/0.1.0/contributors-guide/index.html 
b/0.1.0/contributors-guide/index.html
index 0713086..0b31092 100644
--- a/0.1.0/contributors-guide/index.html
+++ b/0.1.0/contributors-guide/index.html
@@ -10,10 +10,10 @@
         <link rel="canonical" 
href="https://sedona.apache.org/sedonadb/latest/contributors-guide/";>
       
       
-        <link rel="prev" href="../working-with-parquet-files/">
+        <link rel="prev" href="../working-with-sql-sedonadb/">
       
       
-        <link rel="next" href="../crs-examples/">
+        <link rel="next" href="../reference/python/">
       
       
       <link rel="icon" href="../image/sedona_logo_symbol.png">
@@ -896,6 +896,52 @@
                 
   
   
+  
+  
+    <li class="md-nav__item">
+      <a href="../crs-examples/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Joining Spatial Data with Different Coordinate Systems
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
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+                
+  
+  
+  
+  
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+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
     
   
   
@@ -1089,29 +1135,6 @@
   
   
   
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id="__nav_3_8">
         
           
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tabindex="">
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aria-labelledby="__nav_3_7_label" aria-expanded="false">
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aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
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             Get Involved
           </label>
@@ -2026,7 +2049,7 @@ save and load various baselines).</p>
       <nav class="md-footer__inner md-grid" aria-label="Footer">
         
           
-          <a href="../working-with-parquet-files/" class="md-footer__link 
md-footer__link--prev" aria-label="Previous: Working with Parquet Files">
+          <a href="../working-with-sql-sedonadb/" class="md-footer__link 
md-footer__link--prev" aria-label="Previous: Working with SQL in SedonaDB">
             <div class="md-footer__button md-icon">
               
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24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 
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@@ -2036,20 +2059,20 @@ save and load various baselines).</p>
                 Previous
               </span>
               <div class="md-ellipsis">
-                Working with Parquet Files
+                Working with SQL in SedonaDB
               </div>
             </div>
           </a>
         
         
           
-          <a href="../crs-examples/" class="md-footer__link 
md-footer__link--next" aria-label="Next: Joining Spatial Data with Different 
Coordinate Systems">
+          <a href="../reference/python/" class="md-footer__link 
md-footer__link--next" aria-label="Next: Python Functions">
             <div class="md-footer__title">
               <span class="md-footer__direction">
                 Next
               </span>
               <div class="md-ellipsis">
-                Joining Spatial Data with Different Coordinate Systems
+                Python Functions
               </div>
             </div>
             <div class="md-footer__button md-icon">
diff --git a/0.1.0/crs-examples/index.html b/0.1.0/crs-examples/index.html
index 5f98ec3..f74267b 100644
--- a/0.1.0/crs-examples/index.html
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@@ -10,10 +10,10 @@
         <link rel="canonical" 
href="https://sedona.apache.org/sedonadb/latest/crs-examples/";>
       
       
-        <link rel="prev" href="../contributors-guide/">
+        <link rel="prev" href="../working-with-parquet-files/">
       
       
-        <link rel="next" href="../reference/python/">
+        <link rel="next" href="../working-with-sql-sedonadb/">
       
       
       <link rel="icon" href="../image/sedona_logo_symbol.png">
@@ -896,29 +896,6 @@
                 
   
   
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-                
-  
-  
     
   
   
@@ -1028,6 +1005,52 @@
   
   
   
+    <li class="md-nav__item">
+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
+    
+  </span>
+  
+
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+    </li>
+  
+
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+  
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id="__nav_3_7">
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id="__nav_3_8">
         
           
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tabindex="">
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aria-labelledby="__nav_3_7_label" aria-expanded="false">
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aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
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             Get Involved
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@@ -1905,7 +1928,7 @@
       <nav class="md-footer__inner md-grid" aria-label="Footer">
         
           
-          <a href="../contributors-guide/" class="md-footer__link 
md-footer__link--prev" aria-label="Previous: Contributors Guide">
+          <a href="../working-with-parquet-files/" class="md-footer__link 
md-footer__link--prev" aria-label="Previous: Working with Parquet Files">
             <div class="md-footer__button md-icon">
               
               <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 
24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 
11z"></path></svg>
@@ -1915,20 +1938,20 @@
                 Previous
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               <div class="md-ellipsis">
-                Contributors Guide
+                Working with Parquet Files
               </div>
             </div>
           </a>
         
         
           
-          <a href="../reference/python/" class="md-footer__link 
md-footer__link--next" aria-label="Next: Python Functions">
+          <a href="../working-with-sql-sedonadb/" class="md-footer__link 
md-footer__link--next" aria-label="Next: Working with SQL in SedonaDB">
             <div class="md-footer__title">
               <span class="md-footer__direction">
                 Next
               </span>
               <div class="md-ellipsis">
-                Python Functions
+                Working with SQL in SedonaDB
               </div>
             </div>
             <div class="md-footer__button md-icon">
diff --git a/0.1.0/geopandas-interop/index.html 
b/0.1.0/geopandas-interop/index.html
index 16e0ecc..4c05d2b 100644
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+++ b/0.1.0/geopandas-interop/index.html
@@ -968,12 +968,12 @@
   
   
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-      <a href="../contributors-guide/" class="md-nav__link">
+      <a href="../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -991,12 +991,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../crs-examples/" class="md-nav__link">
+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -1030,10 +1053,10 @@
       
         
         
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id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
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aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
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             Get Involved
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diff --git a/0.1.0/image/lonboard_ns.png b/0.1.0/image/lonboard_ns.png
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--- a/0.1.0/index.html
+++ b/0.1.0/index.html
@@ -992,12 +992,12 @@
   
   
     <li class="md-nav__item">
-      <a href="contributors-guide/" class="md-nav__link">
+      <a href="crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -1015,12 +1015,35 @@
   
   
     <li class="md-nav__item">
-      <a href="crs-examples/" class="md-nav__link">
+      <a href="working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -1051,10 +1074,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="0">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="0">
             
   
   
@@ -1067,8 +1090,8 @@
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aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
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aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
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             Get Involved
           </label>
@@ -1684,10 +1707,10 @@
 <li><strong>πŸ”— Ecosystem Integration:</strong> Interoperable with 
PyArrow-compatible libraries like GeoPandas, DuckDB, and Polars</li>
 </ul>
 <h2 id="performance-benchmarks">Performance Benchmarks<a class="headerlink" 
href="#performance-benchmarks" title="Permanent link">ΒΆ</a></h2>
-<p>This is a performance benchmark comparing SedonaDB 0.1.0, DuckDB 1.4.0, and 
GeoPandas 1.1.1 using SpatialBench Queries 1-12 at Scale Factors 1 and 10. 
Details can be found at <a 
href="https://sedona.apache.org/spatialbench/";>Apache Sedona 
SpatialBench</a>.</p>
+<p>This is a performance benchmark comparing SedonaDB 0.1.0, DuckDB 1.4.0, and 
GeoPandas 1.1.1 using SpatialBench Queries 1-12 at Scale Factors 1 and 10. 
Details can be found at <a 
href="https://sedona.apache.org/spatialbench/single-node-benchmarks/";>Apache 
Sedona SpatialBench</a>.</p>
 <div align="center">
-  <a class="glightbox" data-type="image" data-width="100%" data-height="auto" 
href="image/sf1.png" data-desc-position="bottom"><img src="image/sf1.png" 
alt="SF1 Benchmark Results" width="45%"></a>
-  <a class="glightbox" data-type="image" data-width="100%" data-height="auto" 
href="image/sf10.png" data-desc-position="bottom"><img src="image/sf10.png" 
alt="SF10 Benchmark Results" width="45%"></a>
+  <a class="glightbox" data-type="image" data-width="100%" data-height="auto" 
href="image/sf1-09242025.png" data-desc-position="bottom"><img 
src="image/sf1-09242025.png" alt="SF1 Benchmark Results" width="45%"></a>
+  <a class="glightbox" data-type="image" data-width="100%" data-height="auto" 
href="image/sf10-09242025.png" data-desc-position="bottom"><img 
src="image/sf10-09242025.png" alt="SF10 Benchmark Results" width="45%"></a>
 </div>
 
 <h2 id="install-sedonadb">Install SedonaDB<a class="headerlink" 
href="#install-sedonadb" title="Permanent link">ΒΆ</a></h2>
@@ -1746,7 +1769,7 @@
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UTC">September 24, 2025 01:21:10</span>
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UTC">September 24, 2025 07:54:15</span>
   </span>
 
     
diff --git a/0.1.0/overture-examples.ipynb b/0.1.0/overture-examples.ipynb
index ab1fd81..1be3f99 100644
--- a/0.1.0/overture-examples.ipynb
+++ b/0.1.0/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 @@
       "β”‚                  id                  ┆                 geometry       
         ┆ … ┆ roof_height β”‚\n",
       "β”‚                 utf8                 ┆                 geometry       
         ┆   ┆   float64   β”‚\n",
       
"β•žβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•ͺ═════════════════════════════════════════β•ͺ═══β•ͺ═════════════║\n",
-      "β”‚ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 
25.7460051,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ 97a89436-5295-417e-bde1-2dbf8fe10700 ┆ POLYGON((-107.0377042 
28.8102782,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ f1eb3f3e-c9b9-40af-b83e-7f2c09ef8e43 ┆ POLYGON((-105.7971397 
25.7517374,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ e09fcdeb-65ab-443c-bc59-4f9acf32af17 ┆ POLYGON((-107.0372022 
28.8103812,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ f6019f66-3137-4e62-9d84-e4f4febe2f6d ┆ POLYGON((-105.7928137 
25.7493614,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ cb06e75f-66a0-40ca-9029-e1a24dff1434 ┆ POLYGON((-107.0372848 
28.8104923,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 37b96ac3-0093-47d4-a898-263f6550ef14 ┆ POLYGON((-105.7857365 
25.7465883,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ 5b8eaaca-5628-41d2-9e74-8c4c1205ed54 ┆ POLYGON((-107.0371986 
28.8104859,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ e686ab8d-7062-4c0a-a8da-32ab751f7212 ┆ POLYGON((-105.7579541 
25.7150521,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ 1a4fba29-6160-4a98-b8f7-03395fd6466a ┆ POLYGON((-107.0373331 
28.8105281,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 767a736b-ac77-4427-89f0-3f9544b1e9e9 ┆ POLYGON((-105.7576387 
25.7149905,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ 9de2d803-ab58-46e1-9a35-7423f8d0d121 ┆ POLYGON((-107.0378928 
28.8112268,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ db3a2233-a7cb-425a-ac75-ad83cf868a32 ┆ POLYGON((-105.7589831 
25.71648,-105.75… ┆ … ┆             β”‚\n",
+      "β”‚ 1704c72b-6f2b-445b-b9a3-36fdd0c74233 ┆ POLYGON((-107.0376099 
28.8112085,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 53866308-afc7-4ff1-88f6-b2af571238e3 ┆ POLYGON((-105.76268 
25.7197151,-105.76… ┆ … ┆             β”‚\n",
+      "β”‚ b30bf41d-479f-4ee5-bd45-d4e17ffd8875 ┆ POLYGON((-107.0377094 
28.8115554,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 31d8f64e-b7f9-4b26-8c2a-2fd205fed995 ┆ POLYGON((-105.7626968 
25.7197994,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ c88928d4-b165-4335-9bd8-ccc5c9f79cee ┆ POLYGON((-107.0374986 
28.8111847,-107.… ┆ … ┆             β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 72ec6ed0-d33c-4e64-8c8f-28e7a6ac6310 ┆ POLYGON((-105.7578861 
25.7190388,-105.… ┆ … ┆             β”‚\n",
+      "β”‚ ca1000b0-6af3-47fc-bdf2-61e8b1b716fc ┆ POLYGON((-107.0370972 
28.8115247,-107.… ┆ … ┆             β”‚\n",
       
"β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜\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 @@
       "β”‚        id       ┆    geometry    ┆      bbox      ┆ … ┆ 
is_territorial ┆ region ┆   division_id  β”‚\n",
       "β”‚       utf8      ┆    geometry    ┆     struct     ┆   ┆     boolean   
 ┆  utf8  ┆      utf8      β”‚\n",
       
"β•žβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•ͺ════════════════β•ͺ════════════════β•ͺ═══β•ͺ════════════════β•ͺ════════β•ͺ════════════════║\n",
-      "β”‚ 6dd2a4d4-542f-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 4b010ede-3285… β”‚\n",
+      "β”‚ cd743a89-9507-… ┆ POLYGON((111.… ┆ {xmin: 111.40… ┆ … ┆ true          
 ┆        ┆ e08d9394-cbc8… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 5eef9108-6811-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 4aa05d3a-0300… β”‚\n",
+      "β”‚ eb9f314e-1184-… ┆ POLYGON((112.… ┆ {xmin: 112.15… ┆ … ┆ true          
 ┆        ┆ aa2561c6-a578… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ fe123780-bf85-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 63c6570b-70fd… β”‚\n",
+      "β”‚ 89fbee90-bca0-… ┆ MULTIPOLYGON(… ┆ {xmin: 112.15… ┆ … ┆ true          
 ┆        ┆ 1cf6b19e-756f… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ c0f0c861-a3bc-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ c3fc4642-f97b… β”‚\n",
+      "β”‚ 758c0e1e-67aa-… ┆ POLYGON((112.… ┆ {xmin: 112.27… ┆ … ┆ true          
 ┆        ┆ 505f563f-7aa3… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ a57076cb-c74d-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 5d206247-f4b2… β”‚\n",
+      "β”‚ e5d4c707-66d7-… ┆ POLYGON((109.… ┆ {xmin: 109.64… ┆ … ┆ true          
 ┆ CN-HI  ┆ 86939aee-1fbd… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ d86411e8-02a1-… ┆ POLYGON((-82.… ┆ {xmin: -82.40… ┆ … ┆ true          
 ┆ PA-4   ┆ c5564623-b42e… β”‚\n",
+      "β”‚ 26015e14-62ae-… ┆ POLYGON((109.… ┆ {xmin: 109.66… ┆ … ┆ true          
 ┆ CN-HI  ┆ ed052bae-e26f… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ d13f593f-7fde-… ┆ POLYGON((-82.… ┆ {xmin: -82.39… ┆ … ┆ true          
 ┆ PA-4   ┆ b02aa2a3-3889… β”‚\n",
+      "β”‚ eb42fd17-ad1e-… ┆ POLYGON((109.… ┆ {xmin: 109.83… ┆ … ┆ true          
 ┆ CN-HI  ┆ 201eeb03-4f5a… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ 3598138e-788a-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 6700edfc-96e5… β”‚\n",
+      "β”‚ d63e1220-a308-… ┆ POLYGON((109.… ┆ {xmin: 109.90… ┆ … ┆ true          
 ┆ CN-HI  ┆ 71e30c32-2bc1… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ a5cecb4f-d6d1-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true          
 ┆ PA-4   ┆ 9f24a80b-355d… β”‚\n",
+      "β”‚ e62cef5e-6768-… ┆ POLYGON((109.… ┆ {xmin: 109.74… ┆ … ┆ true          
 ┆ CN-HI  ┆ 24478621-6802… β”‚\n",
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
-      "β”‚ a4d912fc-69d9-… ┆ POLYGON((-82.… ┆ {xmin: -82.37… ┆ … ┆ true          
 ┆ PA-4   ┆ 65786eba-d8fd… β”‚\n",
+      "β”‚ c6fcbed1-ad8d-… ┆ POLYGON((110.… ┆ {xmin: 110.00… ┆ … ┆ true          
 ┆ CN-HI  ┆ ac0f434d-1e10… β”‚\n",
       
"β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜\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 @@
       
"β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€\n",
       "β”‚ Mud Island             ┆                        ┆                     
   ┆ POLYGON((-66.0222822… β”‚\n",
       
"β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜\n",
-      "CPU times: user 1.2 ms, sys: 844 ΞΌs, 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/0.1.0/overture-examples/index.html 
b/0.1.0/overture-examples/index.html
index 0f11969..424b250 100644
--- a/0.1.0/overture-examples/index.html
+++ b/0.1.0/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>
@@ -959,12 +968,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../contributors-guide/" class="md-nav__link">
+      <a href="../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -982,12 +991,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../crs-examples/" class="md-nav__link">
+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -1021,10 +1053,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="">
             
   
   
@@ -1037,8 +1069,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
@@ -1533,6 +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>
@@ -1604,25 +1645,25 @@
 β”‚                  id                  ┆                 geometry              
  ┆ … ┆ roof_height β”‚
 β”‚                 utf8                 ┆                 geometry              
  ┆   ┆   float64   β”‚
 
β•žβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•ͺ═════════════════════════════════════════β•ͺ═══β•ͺ═════════════║
-β”‚ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 
25.7460051,-105.… ┆ … ┆             β”‚
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 </code></pre></div>
 
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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">β”‚</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">β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€</span>
-<span class="err">β”‚</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">β”‚</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">β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€</span>
-<span class="err">β”‚</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">β”‚</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">β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€</span>
-<span class="err">β”‚</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">β”‚</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">β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€</span>
-<span class="err">β”‚</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">β”‚</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">β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€</span>
-<span class="err">β”‚</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">β”‚</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">β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€</span>
-<span class="err">β”‚</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">β”‚</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">β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜</span>
 </code></pre></div>
 
@@ -1818,10 +1859,20 @@
 
β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
 β”‚ Mud Island             ┆                        ┆                        ┆ 
POLYGON((-66.0222822… β”‚
 
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
-CPU times: user 1.2 ms, sys: 844 ΞΌs, 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">ΒΆ</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>
+
 
 
 
@@ -1841,7 +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/0.1.0/programming-guide/index.html 
b/0.1.0/programming-guide/index.html
index 21ebf15..9e995fa 100644
--- a/0.1.0/programming-guide/index.html
+++ b/0.1.0/programming-guide/index.html
@@ -1007,12 +1007,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../contributors-guide/" class="md-nav__link">
+      <a href="../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -1030,12 +1030,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../crs-examples/" class="md-nav__link">
+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -1069,10 +1092,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="">
             
   
   
@@ -1085,8 +1108,8 @@
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-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
diff --git a/0.1.0/quickstart-python/index.html 
b/0.1.0/quickstart-python/index.html
index 844ddd0..026b302 100644
--- a/0.1.0/quickstart-python/index.html
+++ b/0.1.0/quickstart-python/index.html
@@ -962,12 +962,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../contributors-guide/" class="md-nav__link">
+      <a href="../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -985,12 +985,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../crs-examples/" class="md-nav__link">
+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -1021,10 +1044,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="0">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="0">
             
   
   
@@ -1037,8 +1060,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
diff --git a/0.1.0/reference/python/index.html 
b/0.1.0/reference/python/index.html
index 542debc..ad680db 100644
--- a/0.1.0/reference/python/index.html
+++ b/0.1.0/reference/python/index.html
@@ -10,7 +10,7 @@
         <link rel="canonical" 
href="https://sedona.apache.org/sedonadb/latest/reference/python/";>
       
       
-        <link rel="prev" href="../../crs-examples/">
+        <link rel="prev" href="../../contributors-guide/">
       
       
         <link rel="next" href="../sql/">
@@ -896,12 +896,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../../contributors-guide/" class="md-nav__link">
+      <a href="../../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -919,12 +919,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../../crs-examples/" class="md-nav__link">
+      <a href="../../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -955,10 +978,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="0">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="0">
             
   
   
@@ -971,8 +994,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
@@ -3986,7 +4009,7 @@ DBAPI is experimental.</p>
       <nav class="md-footer__inner md-grid" aria-label="Footer">
         
           
-          <a href="../../crs-examples/" class="md-footer__link 
md-footer__link--prev" aria-label="Previous: Joining Spatial Data with 
Different Coordinate Systems">
+          <a href="../../contributors-guide/" class="md-footer__link 
md-footer__link--prev" aria-label="Previous: Contributors Guide">
             <div class="md-footer__button md-icon">
               
               <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 
24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 
11z"></path></svg>
@@ -3996,7 +4019,7 @@ DBAPI is experimental.</p>
                 Previous
               </span>
               <div class="md-ellipsis">
-                Joining Spatial Data with Different Coordinate Systems
+                Contributors Guide
               </div>
             </div>
           </a>
diff --git a/0.1.0/reference/sql-joins/index.html 
b/0.1.0/reference/sql-joins/index.html
index 23eb5a7..bce43a2 100644
--- a/0.1.0/reference/sql-joins/index.html
+++ b/0.1.0/reference/sql-joins/index.html
@@ -894,12 +894,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../../contributors-guide/" class="md-nav__link">
+      <a href="../../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -917,12 +917,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../../crs-examples/" class="md-nav__link">
+      <a href="../../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -953,10 +976,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="0">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="0">
             
   
   
@@ -969,8 +992,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
diff --git a/0.1.0/reference/sql/index.html b/0.1.0/reference/sql/index.html
index c2f08b8..35a7b11 100644
--- a/0.1.0/reference/sql/index.html
+++ b/0.1.0/reference/sql/index.html
@@ -896,12 +896,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../../contributors-guide/" class="md-nav__link">
+      <a href="../../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -919,12 +919,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../../crs-examples/" class="md-nav__link">
+      <a href="../../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -955,10 +978,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="0">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="0">
             
   
   
@@ -971,8 +994,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
diff --git a/0.1.0/requirements.txt b/0.1.0/requirements.txt
index 5a5444b..6bd80c3 100644
--- a/0.1.0/requirements.txt
+++ b/0.1.0/requirements.txt
@@ -26,3 +26,4 @@ mkdocstrings[python]
 nbconvert
 pyproj
 ruff
+lonboard
diff --git a/0.1.0/search/search_index.json b/0.1.0/search/search_index.json
index 5f9e782..679c683 100644
--- a/0.1.0/search/search_index.json
+++ b/0.1.0/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
diff --git a/0.1.0/sitemap.xml b/0.1.0/sitemap.xml
index e16f100..77d0e1f 100644
--- a/0.1.0/sitemap.xml
+++ b/0.1.0/sitemap.xml
@@ -32,6 +32,10 @@
          
<loc>https://sedona.apache.org/sedonadb/latest/working-with-parquet-files/</loc>
          <lastmod>2025-09-24</lastmod>
     </url>
+    <url>
+         
<loc>https://sedona.apache.org/sedonadb/latest/working-with-sql-sedonadb/</loc>
+         <lastmod>2025-09-24</lastmod>
+    </url>
     <url>
          <loc>https://sedona.apache.org/sedonadb/latest/reference/python/</loc>
          <lastmod>2025-09-24</lastmod>
diff --git a/0.1.0/sitemap.xml.gz b/0.1.0/sitemap.xml.gz
index 5e1c00a..1506e45 100644
Binary files a/0.1.0/sitemap.xml.gz and b/0.1.0/sitemap.xml.gz differ
diff --git a/0.1.0/stylesheets/extra.css b/0.1.0/stylesheets/extra.css
index f017b44..5cd0bcf 100644
--- a/0.1.0/stylesheets/extra.css
+++ b/0.1.0/stylesheets/extra.css
@@ -107,18 +107,22 @@
    Swap Logo ONLY in Mobile Navigation
    ========================================================================== 
*/
 
-/* 1. Hide the default logo image inside the mobile nav */
-.md-nav--primary .md-nav__title .md-logo img {
-  display: none;
-}
-
-/* 2. Apply the new mobile logo as a background image */
-.md-nav--primary .md-nav__title .md-logo {
-  display: block;
-  height: 48px; /* Adjust size as needed */
-  width: 100%;
-  background-image: url('../image/sedona_logo_symbol_white.svg'); /* 
IMPORTANT: Update this path */
+/*
+  Target the logo link (<a> tag) directly and apply the new logo
+  as a background image, overriding the theme's default icon.
+*/
+.md-sidebar--primary .md-nav__title a.md-nav__button.md-logo {
+  background-image: url('/docs/image/sedona_logo_symbol.svg');
   background-size: contain;
   background-repeat: no-repeat;
-  background-position: center left;
+  background-position: center;
+
+  /* Hide the theme's default icon which is applied via a mask */
+  -webkit-mask: none;
+  mask: none;
+}
+
+/* Change the mobile nav header label text to white */
+label.md-nav__title {
+  color: #FFFFFF !important;
 }
diff --git a/0.1.0/working-with-parquet-files/index.html 
b/0.1.0/working-with-parquet-files/index.html
index eb57fc9..0c7cea5 100644
--- a/0.1.0/working-with-parquet-files/index.html
+++ b/0.1.0/working-with-parquet-files/index.html
@@ -13,7 +13,7 @@
         <link rel="prev" href="../overture-examples/">
       
       
-        <link rel="next" href="../contributors-guide/">
+        <link rel="next" href="../crs-examples/">
       
       
       <link rel="icon" href="../image/sedona_logo_symbol.png">
@@ -959,12 +959,12 @@
   
   
     <li class="md-nav__item">
-      <a href="../contributors-guide/" class="md-nav__link">
+      <a href="../crs-examples/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Contributors Guide
+    Joining Spatial Data with Different Coordinate Systems
     
   </span>
   
@@ -982,12 +982,35 @@
   
   
     <li class="md-nav__item">
-      <a href="../crs-examples/" class="md-nav__link">
+      <a href="../working-with-sql-sedonadb/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
+    Working with SQL in SedonaDB
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../contributors-guide/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Contributors Guide
     
   </span>
   
@@ -1021,10 +1044,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="">
             
   
   
@@ -1037,8 +1060,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
@@ -1716,13 +1739,13 @@
         
         
           
-          <a href="../contributors-guide/" class="md-footer__link 
md-footer__link--next" aria-label="Next: Contributors Guide">
+          <a href="../crs-examples/" class="md-footer__link 
md-footer__link--next" aria-label="Next: Joining Spatial Data with Different 
Coordinate Systems">
             <div class="md-footer__title">
               <span class="md-footer__direction">
                 Next
               </span>
               <div class="md-ellipsis">
-                Contributors Guide
+                Joining Spatial Data with Different Coordinate Systems
               </div>
             </div>
             <div class="md-footer__button md-icon">
diff --git a/0.1.0/working-with-parquet-files/index.html 
b/0.1.0/working-with-sql-sedonadb/index.html
similarity index 78%
copy from 0.1.0/working-with-parquet-files/index.html
copy to 0.1.0/working-with-sql-sedonadb/index.html
index eb57fc9..5fbb06e 100644
--- a/0.1.0/working-with-parquet-files/index.html
+++ b/0.1.0/working-with-sql-sedonadb/index.html
@@ -7,10 +7,10 @@
       
       
       
-        <link rel="canonical" 
href="https://sedona.apache.org/sedonadb/latest/working-with-parquet-files/";>
+        <link rel="canonical" 
href="https://sedona.apache.org/sedonadb/latest/working-with-sql-sedonadb/";>
       
       
-        <link rel="prev" href="../overture-examples/">
+        <link rel="prev" href="../crs-examples/">
       
       
         <link rel="next" href="../contributors-guide/">
@@ -21,7 +21,7 @@
     
     
       
-        <title>Working with Parquet Files - SedonaDB</title>
+        <title>Working with SQL in SedonaDB - SedonaDB</title>
       
     
     
@@ -86,7 +86,7 @@
     <div data-md-component="skip">
       
         
-        <a href="#working-with-parquet-files" class="md-skip">
+        <a href="#working-with-sql-in-sedonadb" class="md-skip">
           Skip to content
         </a>
       
@@ -125,7 +125,7 @@
         <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
-              Working with Parquet Files
+              Working with SQL in SedonaDB
             
           </span>
         </div>
@@ -873,6 +873,52 @@
                 
   
   
+  
+  
+    <li class="md-nav__item">
+      <a href="../working-with-parquet-files/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Working with Parquet Files
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../crs-examples/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    Joining Spatial Data with Different Coordinate Systems
+    
+  </span>
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
     
   
   
@@ -890,7 +936,7 @@
   
   
   <span class="md-ellipsis">
-    Working with Parquet Files
+    Working with SQL in SedonaDB
     
   </span>
   
@@ -903,7 +949,7 @@
   
   
   <span class="md-ellipsis">
-    Working with Parquet Files
+    Working with SQL in SedonaDB
     
   </span>
   
@@ -926,21 +972,60 @@
     <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
       
         <li class="md-nav__item">
-  <a href="#install-sedonadb" class="md-nav__link">
+  <a href="#creating-arrays-of-spatial-types-in-sql" class="md-nav__link">
+    <span class="md-ellipsis">
+      Creating Arrays of Spatial Types in SQL
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Creating Arrays of Spatial Types in SQL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#the-incorrect-method-array" class="md-nav__link">
+    <span class="md-ellipsis">
+      The Incorrect Method: ARRAY()
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#the-correct-method-brackets" class="md-nav__link">
     <span class="md-ellipsis">
-      Install SedonaDB
+      The Correct Method: Brackets
     </span>
   </a>
   
+</li>
+        
+      </ul>
+    </nav>
+  
 </li>
       
         <li class="md-nav__item">
-  <a href="#implementation" class="md-nav__link">
+  <a href="#temporary-views-not-supported-in-sql" class="md-nav__link">
+    <span class="md-ellipsis">
+      Temporary Views Not Supported in SQL
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Temporary Views Not Supported in SQL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#recommended-alternative" class="md-nav__link">
     <span class="md-ellipsis">
-      Implementation
+      Recommended Alternative
     </span>
   </a>
   
+</li>
+        
+      </ul>
+    </nav>
+  
 </li>
       
     </ul>
@@ -981,29 +1066,6 @@
   
   
   
-    <li class="md-nav__item">
-      <a href="../crs-examples/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    Joining Spatial Data with Different Coordinate Systems
-    
-  </span>
-  
-
-      </a>
-    </li>
-  
-
-              
-            
-              
-                
-  
-  
-  
-  
     
     
     
@@ -1021,10 +1083,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_7">
+        <input class="md-nav__toggle md-toggle " type="checkbox" 
id="__nav_3_8">
         
           
-          <label class="md-nav__link" for="__nav_3_7" id="__nav_3_7_label" 
tabindex="">
+          <label class="md-nav__link" for="__nav_3_8" id="__nav_3_8_label" 
tabindex="">
             
   
   
@@ -1037,8 +1099,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_3_7">
+        <nav class="md-nav" data-md-level="2" 
aria-labelledby="__nav_3_8_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_8">
             <span class="md-nav__icon md-icon"></span>
             Get Involved
           </label>
@@ -1518,21 +1580,60 @@
     <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
       
         <li class="md-nav__item">
-  <a href="#install-sedonadb" class="md-nav__link">
+  <a href="#creating-arrays-of-spatial-types-in-sql" class="md-nav__link">
     <span class="md-ellipsis">
-      Install SedonaDB
+      Creating Arrays of Spatial Types in SQL
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Creating Arrays of Spatial Types in SQL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#the-incorrect-method-array" class="md-nav__link">
+    <span class="md-ellipsis">
+      The Incorrect Method: ARRAY()
     </span>
   </a>
   
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#the-correct-method-brackets" class="md-nav__link">
+    <span class="md-ellipsis">
+      The Correct Method: Brackets
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
 </li>
       
         <li class="md-nav__item">
-  <a href="#implementation" class="md-nav__link">
+  <a href="#temporary-views-not-supported-in-sql" class="md-nav__link">
+    <span class="md-ellipsis">
+      Temporary Views Not Supported in SQL
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Temporary Views Not Supported in SQL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#recommended-alternative" class="md-nav__link">
     <span class="md-ellipsis">
-      Implementation
+      Recommended Alternative
     </span>
   </a>
   
+</li>
+        
+      </ul>
+    </nav>
+  
 </li>
       
     </ul>
@@ -1551,7 +1652,7 @@
 
 
   
-    <a 
href="https://github.com/apache/sedona-db/blob/main/docs/working-with-parquet-files.md";
 title="Edit this page" class="md-content__button md-icon" rel="edit">
+    <a 
href="https://github.com/apache/sedona-db/blob/main/docs/working-with-sql-sedonadb.md";
 title="Edit this page" class="md-content__button md-icon" rel="edit">
       
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M10 
20H6V4h7v5h5v3.1l2-2V8l-6-6H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h4zm10.2-7c.1 0 
.3.1.4.2l1.3 1.3c.2.2.2.6 0 .8l-1 1-2.1-2.1 1-1c.1-.1.2-.2.4-.2m0 3.9L14.1 
23H12v-2.1l6.1-6.1z"></path></svg>
     </a>
@@ -1559,89 +1660,64 @@
   
 
 
-<h1 id="working-with-parquet-files">Working with Parquet Files<a 
class="headerlink" href="#working-with-parquet-files" title="Permanent 
link">ΒΆ</a></h1>
-<p>The easiest way to read a GeoParquet or Parquet file is to use 
<code>sd.read_parquet()</code>. Alternatively, you can query these files 
directly by their path in SQL.</p>
-<h2 id="install-sedonadb">Install SedonaDB<a class="headerlink" 
href="#install-sedonadb" title="Permanent link">ΒΆ</a></h2>
-<p>Use pip to install SedonaDB from the Python Package Index (PyPI).</p>
-<blockquote>
-<p><strong>Note</strong>: Before running this notebook on your local machine, 
you must have SedonaDB installed in your environment. You can install SedonaDB 
with the following command: <code>pip install "apache-sedona[db]"</code></p>
-</blockquote>
-<h2 id="implementation">Implementation<a class="headerlink" 
href="#implementation" title="Permanent link">ΒΆ</a></h2>
-<p>A common workflow for working with GeoParquet and/or Parquet files is:</p>
-<ol>
-<li><strong>Load</strong> the Parquet file into a data frame using 
<code>sd.read_parquet()</code>.</li>
-<li><strong>Register</strong> the data frame as a view with 
<code>to_view()</code>.</li>
-<li><strong>Query</strong> the view using <code>sd.sql()</code>.</li>
-<li><strong>Write</strong> your results to a Parquet file with 
<code>.to_parquet()</code> or use <code>.to_pandas()</code> to export your 
results to a DataFrame or GeoDataFrame.</li>
-</ol>
-<div class="highlight"><pre><span></span><code><span class="c1"># Import the 
sedona.db module and connect to SedonaDB</span>
-<span class="kn">import</span><span class="w"> </span><span 
class="nn">sedona.db</span>
-
-<span class="n">sd</span> <span class="o">=</span> <span 
class="n">sedona</span><span class="o">.</span><span class="n">db</span><span 
class="o">.</span><span class="n">connect</span><span class="p">()</span>
+<!---
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+--><h1 id="working-with-sql-in-sedonadb">Working with SQL in SedonaDB<a 
class="headerlink" href="#working-with-sql-in-sedonadb" title="Permanent 
link">ΒΆ</a></h1>
+<p>This page details several nuances of using SQL in SedonaDB.</p>
+<h2 id="creating-arrays-of-spatial-types-in-sql">Creating Arrays of Spatial 
Types in SQL<a class="headerlink" 
href="#creating-arrays-of-spatial-types-in-sql" title="Permanent 
link">ΒΆ</a></h2>
+<p>When constructing an array of spatial objects (like <code>ST_POINT</code>) 
in SedonaDB, you must use bracket notation <code>[...]</code> instead of the 
standard <code>ARRAY()</code> function.</p>
+<h3 id="the-incorrect-method-array">The Incorrect Method: 
<code>ARRAY()</code><a class="headerlink" href="#the-incorrect-method-array" 
title="Permanent link">ΒΆ</a></h3>
+<p>Attempting to use the <code>ARRAY()</code> function to create an array of 
spatial types is not supported and will result in a planning error. SedonaDB 
will not recognize <code>ARRAY</code> as a valid function for this 
operation.</p>
+<div class="highlight"><span class="filename">Example 
(Fails)</span><pre><span></span><code><span class="o">&gt;&gt;&gt;</span> <span 
class="n">sd</span><span class="o">.</span><span class="n">sql</span><span 
class="p">(</span><span class="s2">"SELECT ARRAY(ST_POINT(1,2), 
ST_POINT(3,4))"</span><span class="p">)</span>
+<span class="o">...</span>
+<span class="n">Error</span> <span class="n">during</span> <span 
class="n">planning</span><span class="p">:</span> <span 
class="n">Invalid</span> <span class="n">function</span> <span 
class="s1">'array'</span>
 </code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="c1"># 1. Load the 
Parquet file</span>
-<span class="n">df</span> <span class="o">=</span> <span 
class="n">sd</span><span class="o">.</span><span 
class="n">read_parquet</span><span class="p">(</span>
-    <span 
class="s2">"https://raw.githubusercontent.com/geoarrow/geoarrow-data/v0.2.0/";</span>
-    <span 
class="s2">"natural-earth/files/natural-earth_cities_geo.parquet"</span>
-<span class="p">)</span>
-
-<span class="c1"># 2. Register the data frame as a view</span>
-<span class="n">df</span><span class="o">.</span><span 
class="n">to_view</span><span class="p">(</span><span 
class="s2">"zone"</span><span class="p">)</span>
-
-<span class="c1"># 3. Query the view and store the result in a new 
DataFrame</span>
-<span class="n">query_result_df</span> <span class="o">=</span> <span 
class="n">sd</span><span class="o">.</span><span class="n">sql</span><span 
class="p">(</span><span class="s2">"SELECT * FROM zone LIMIT 10"</span><span 
class="p">)</span>
-<span class="n">query_result_df</span><span class="o">.</span><span 
class="n">show</span><span class="p">()</span>
+<h3 id="the-correct-method-brackets">The Correct Method: Brackets<a 
class="headerlink" href="#the-correct-method-brackets" title="Permanent 
link">ΒΆ</a></h3>
+<p>To correctly build an array, enclose your comma-separated spatial objects 
in <strong>square brackets <code>[]</code></strong>. This syntax
+successfully creates a list containing the spatial data structures.</p>
+<div class="highlight"><span class="filename">Example 
(Works)</span><pre><span></span><code><span class="o">&gt;&gt;&gt;</span> <span 
class="n">sd</span><span class="o">.</span><span class="n">sql</span><span 
class="p">(</span><span class="s2">"SELECT [ST_POINT(1,2), 
ST_POINT(3,4)]"</span><span class="p">)</span><span class="o">.</span><span 
class="n">show</span><span class="p">()</span>
+<span 
class="err">β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”</span>
+<span class="err">β”‚</span>            <span class="n">make_array</span><span 
class="p">(</span><span class="n">st_point</span><span class="p">(</span><span 
class="n">Int64</span><span class="p">(</span><span class="mi">1</span><span 
class="p">),</span><span class="n">Int64</span><span class="p">(</span><span 
class="mi">2</span><span class="p">)),</span><span 
class="n">st_point</span><span class="p">(</span><span 
class="n">Int64</span><span class="p">(</span><span class="mi">3</span><span 
[...]
+<span class="err">β”‚</span>                                           <span 
class="nb">list</span>                                           <span 
class="err">β”‚</span>
+<span 
class="err">β•žβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•‘</span>
+<span class="err">β”‚</span> <span class="p">[</span><span 
class="mi">0101000000000000000000</span><span 
class="n">f03f0000000000000040</span><span class="p">,</span> <span 
class="mi">010100000000000000000008400000000000001040</span><span 
class="p">]</span> <span class="err">β”‚</span>
+<span 
class="err">β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜</span>
 </code></pre></div>
-<div 
class="codehilite"><pre><span></span><code>β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚     name     ┆            geometry           β”‚
-β”‚     utf8     ┆            geometry           β”‚
-β•žβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•ͺ═══════════════════════════════║
-β”‚ Vatican City ┆ POINT(12.4533865 41.9032822)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ San Marino   ┆ POINT(12.4417702 43.9360958)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Vaduz        ┆ POINT(9.5166695 47.1337238)   β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Lobamba      ┆ POINT(31.1999971 -26.4666675) β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Luxembourg   ┆ POINT(6.1300028 49.6116604)   β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Palikir      ┆ POINT(158.1499743 6.9166437)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Majuro       ┆ POINT(171.3800002 7.1030043)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Funafuti     ┆ POINT(179.2166471 -8.516652)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Melekeok     ┆ POINT(134.6265485 7.4873962)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Bir Lehlou   ┆ POINT(-9.6525222 26.1191667)  β”‚
-β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+<p>This approach correctly instructs SedonaDB to construct an array containing 
the two <code>ST_POINT</code> objects.</p>
+<h2 id="temporary-views-not-supported-in-sql">Temporary Views Not Supported in 
SQL<a class="headerlink" href="#temporary-views-not-supported-in-sql" 
title="Permanent link">ΒΆ</a></h2>
+<p>SedonaDB does not support the <code>CREATE TEMP VIEW</code> or <code>CREATE 
TEMPORARY VIEW</code> SQL commands. Executing these statements will result in 
an error.</p>
+<p>Attempting to create a temporary view directly with <code>sd.sql()</code> 
will fail, as shown below.</p>
+<div class="highlight"><span class="filename">Unsupported 
Example</span><pre><span></span><code><span class="o">&gt;&gt;&gt;</span> <span 
class="n">sd</span><span class="o">.</span><span class="n">sql</span><span 
class="p">(</span><span class="s2">"CREATE TEMP VIEW b AS SELECT * FROM 
'/path/to/building.parquet'"</span><span class="p">)</span>
+<span class="n">Traceback</span> <span class="p">(</span><span 
class="n">most</span> <span class="n">recent</span> <span class="n">call</span> 
<span class="n">last</span><span class="p">):</span>
+  <span class="o">...</span>
+<span class="n">sedonadb</span><span class="o">.</span><span 
class="n">_lib</span><span class="o">.</span><span 
class="n">SedonaError</span><span class="p">:</span> <span 
class="n">Temporary</span> <span class="n">views</span> <span 
class="ow">not</span> <span class="n">supported</span>
 </code></pre></div>
+<h3 id="recommended-alternative">Recommended Alternative<a class="headerlink" 
href="#recommended-alternative" title="Permanent link">ΒΆ</a></h3>
+<p>The correct way to create a view is to load your data and use 
<code>to_view()</code>.</p>
+<p>This approach provides the same functionality and is the standard practice 
in Spark-based environments.</p>
+<div class="highlight"><span class="filename">Working 
Example</span><pre><span></span><code><span class="c1"># Step 1: Load your data 
into a DataFrame first</span>
+<span class="o">&gt;&gt;&gt;</span> <span class="n">building_df</span> <span 
class="o">=</span> <span class="n">sd</span><span class="o">.</span><span 
class="n">read_parquet</span><span class="p">(</span><span 
class="s2">"/path/to/building.parquet"</span><span class="p">)</span>
 
-<div class="highlight"><pre><span></span><code><span class="c1"># 4. Write the 
result to a new Parquet file</span>
-<span class="n">output_path</span> <span class="o">=</span> <span 
class="s2">"query_results.parquet"</span>
-<span class="n">query_result_df</span><span class="o">.</span><span 
class="n">to_parquet</span><span class="p">(</span><span 
class="n">output_path</span><span class="p">)</span>
+<span class="c1"># Step 2: Register the DataFrame as a temporary view</span>
+<span class="o">&gt;&gt;&gt;</span> <span class="n">building_df</span><span 
class="o">.</span><span class="n">to_view</span><span class="p">(</span><span 
class="s2">"b"</span><span class="p">)</span>
 
-<span class="c1"># (Optional) Verify the written file</span>
-<span class="nb">print</span><span class="p">(</span><span 
class="sa">f</span><span class="s2">"</span><span class="se">\n</span><span 
class="s2">Verifying the written file at '</span><span class="si">{</span><span 
class="n">output_path</span><span class="si">}</span><span 
class="s2">'..."</span><span class="p">)</span>
-<span class="n">verified_df</span> <span class="o">=</span> <span 
class="n">sd</span><span class="o">.</span><span 
class="n">read_parquet</span><span class="p">(</span><span 
class="n">output_path</span><span class="p">)</span>
-<span class="n">verified_df</span><span class="o">.</span><span 
class="n">show</span><span class="p">(</span><span class="mi">5</span><span 
class="p">)</span>
-</code></pre></div>
-<div class="codehilite"><pre><span></span><code>Verifying the written file at 
'query_results.parquet'...
-β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚     name     ┆            geometry           β”‚
-β”‚     utf8     ┆            geometry           β”‚
-β•žβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•ͺ═══════════════════════════════║
-β”‚ Vatican City ┆ POINT(12.4533865 41.9032822)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ San Marino   ┆ POINT(12.4417702 43.9360958)  β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Vaduz        ┆ POINT(9.5166695 47.1337238)   β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Lobamba      ┆ POINT(31.1999971 -26.4666675) β”‚
-β”œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”Όβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ•Œβ”€
-β”‚ Luxembourg   ┆ POINT(6.1300028 49.6116604)   β”‚
-β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+<span class="c1"># Step 3: You can now successfully query the view using 
SQL</span>
+<span class="o">&gt;&gt;&gt;</span> <span class="n">sd</span><span 
class="o">.</span><span class="n">sql</span><span class="p">(</span><span 
class="s2">"SELECT * FROM b LIMIT 5"</span><span class="p">)</span><span 
class="o">.</span><span class="n">show</span><span class="p">()</span>
 </code></pre></div>
 
 
@@ -1663,7 +1739,7 @@
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