diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index ef11184..2973125 100644
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index 4bf0090..412b752 100644
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diff --git a/.doctrees/examples/spatial_indexing.doctree b/.doctrees/examples/spatial_indexing.doctree
index 2a76719..f72130e 100644
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diff --git a/.doctrees/sg_execution_times.doctree b/.doctrees/sg_execution_times.doctree
index f7c9241..bcd52e0 100644
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diff --git a/_downloads/0aecb10e7c78353581d9a2a41fdc6b88/spatial_indexing.zip b/_downloads/0aecb10e7c78353581d9a2a41fdc6b88/spatial_indexing.zip
index dc3823b..f8a09d6 100644
Binary files a/_downloads/0aecb10e7c78353581d9a2a41fdc6b88/spatial_indexing.zip and b/_downloads/0aecb10e7c78353581d9a2a41fdc6b88/spatial_indexing.zip differ
diff --git a/_downloads/2898f91a1d3d00e555fa19b6a4d6c98e/spatial_indexing.ipynb b/_downloads/2898f91a1d3d00e555fa19b6a4d6c98e/spatial_indexing.ipynb
index 1f72deb..f051328 100644
--- a/_downloads/2898f91a1d3d00e555fa19b6a4d6c98e/spatial_indexing.ipynb
+++ b/_downloads/2898f91a1d3d00e555fa19b6a4d6c98e/spatial_indexing.ipynb
@@ -323,7 +323,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.12.4"
+      "version": "3.12.6"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip b/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip
index 1523cb4..c966874 100644
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diff --git a/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip b/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip
index c25efcf..645b57f 100644
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diff --git a/_images/sphx_glr_spatial_indexing_001.png b/_images/sphx_glr_spatial_indexing_001.png
index 7d32816..3b415dc 100644
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diff --git a/_images/sphx_glr_spatial_indexing_002.png b/_images/sphx_glr_spatial_indexing_002.png
index 4757683..34a1be6 100644
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index 647850a..cfa20bd 100644
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diff --git a/_images/sphx_glr_spatial_indexing_009.png b/_images/sphx_glr_spatial_indexing_009.png
index 1a021bd..0270bf2 100644
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diff --git a/_images/sphx_glr_spatial_indexing_010.png b/_images/sphx_glr_spatial_indexing_010.png
index a244b40..57e2159 100644
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diff --git a/_images/sphx_glr_spatial_indexing_011.png b/_images/sphx_glr_spatial_indexing_011.png
index 824b29b..03fa874 100644
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diff --git a/_sources/examples/sg_execution_times.rst.txt b/_sources/examples/sg_execution_times.rst.txt
index 5b36795..55752e0 100644
--- a/_sources/examples/sg_execution_times.rst.txt
+++ b/_sources/examples/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.760** total execution time for 1 file **from examples**:
+**00:00.757** total execution time for 1 file **from examples**:
 
 .. container::
 
@@ -33,5 +33,5 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_spatial_indexing.py` (``spatial_indexing.py``)
-     - 00:00.760
+     - 00:00.757
      - 0.0
diff --git a/_sources/examples/spatial_indexing.rst.txt b/_sources/examples/spatial_indexing.rst.txt
index 5be0ad6..a4fce0e 100644
--- a/_sources/examples/spatial_indexing.rst.txt
+++ b/_sources/examples/spatial_indexing.rst.txt
@@ -679,7 +679,7 @@ with the Euclidian norm (Pythagorean distance):
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.760 seconds)
+   **Total running time of the script:** (0 minutes 0.757 seconds)
 
 
 .. _sphx_glr_download_examples_spatial_indexing.py:
diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
index 40a2794..330f440 100644
--- a/_sources/sg_execution_times.rst.txt
+++ b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.760** total execution time for 1 file **from all galleries**:
+**00:00.757** total execution time for 1 file **from all galleries**:
 
 .. container::
 
@@ -33,5 +33,5 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_spatial_indexing.py` (``../examples/spatial_indexing.py``)
-     - 00:00.760
+     - 00:00.757
      - 0.0
diff --git a/examples/sg_execution_times.html b/examples/sg_execution_times.html
index ff0b9be..22406f2 100644
--- a/examples/sg_execution_times.html
+++ b/examples/sg_execution_times.html
@@ -382,7 +382,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-examples-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:00.760</strong> total execution time for 1 file <strong>from examples</strong>:</p>
+<p><strong>00:00.757</strong> total execution time for 1 file <strong>from examples</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -404,7 +404,7 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="spatial_indexing.html#sphx-glr-examples-spatial-indexing-py"><span class="std std-ref">Spatial indexing</span></a> (<code class="docutils literal notranslate"><span class="pre">spatial_indexing.py</span></code>)</p></td>
-<td><p>00:00.760</p></td>
+<td><p>00:00.757</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/examples/spatial_indexing.html b/examples/spatial_indexing.html
index 36dac55..5877b7e 100644
--- a/examples/spatial_indexing.html
+++ b/examples/spatial_indexing.html
@@ -752,7 +752,7 @@ <h2>Locating lines<a class="headerlink" href="#locating-lines" title="Link to th
 <span class="n">demo</span><span class="o">.</span><span class="n">plot_edges</span><span class="p">(</span><span class="n">node_x</span><span class="p">,</span> <span class="n">node_y</span><span class="p">,</span> <span class="n">edges</span><span class="p">,</span> <span class="n">ax</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../_images/sphx_glr_spatial_indexing_011.png" srcset="../_images/sphx_glr_spatial_indexing_011.png" alt="spatial indexing" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.760 seconds)</p>
+<img src="../_images/sphx_glr_spatial_indexing_011.png" srcset="../_images/sphx_glr_spatial_indexing_011.png" alt="spatial indexing" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.757 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-spatial-indexing-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/2898f91a1d3d00e555fa19b6a4d6c98e/spatial_indexing.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">spatial_indexing.ipynb</span></code></a></p>
diff --git a/searchindex.js b/searchindex.js
index 7ead34c..c2a1936 100644
--- a/searchindex.js
+++ b/searchindex.js
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diff --git a/sg_execution_times.html b/sg_execution_times.html
index 22daf8f..9926e3f 100644
--- a/sg_execution_times.html
+++ b/sg_execution_times.html
@@ -382,7 +382,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:00.760</strong> total execution time for 1 file <strong>from all galleries</strong>:</p>
+<p><strong>00:00.757</strong> total execution time for 1 file <strong>from all galleries</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -404,7 +404,7 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="examples/spatial_indexing.html#sphx-glr-examples-spatial-indexing-py"><span class="std std-ref">Spatial indexing</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/spatial_indexing.py</span></code>)</p></td>
-<td><p>00:00.760</p></td>
+<td><p>00:00.757</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>