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The following commit(s) were added to refs/heads/master by this push:
     new 56841dbcc1 [DOCS] Update 
`ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb` (#1693)
56841dbcc1 is described below

commit 56841dbcc15eeb1d8528cc664735590e0f290a2f
Author: Emmanuel Ferdman <[email protected]>
AuthorDate: Sun Nov 24 09:21:59 2024 +0200

    [DOCS] Update `ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb` (#1693)
    
    * [DOCS] Update `ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb`
    
    Signed-off-by: Emmanuel Ferdman <[email protected]>
    
    * [DOCS] Update `ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb`
    
    Signed-off-by: Emmanuel Ferdman <[email protected]>
    
    ---------
    
    Signed-off-by: Emmanuel Ferdman <[email protected]>
---
 docs/tutorial/sql.md                | 8 ++++----
 docs/usecases/ApacheSedonaSQL.ipynb | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/tutorial/sql.md b/docs/tutorial/sql.md
index 7b74501013..413803f2f8 100644
--- a/docs/tutorial/sql.md
+++ b/docs/tutorial/sql.md
@@ -1094,8 +1094,8 @@ SedonaPyDeck.create_choropleth_map(df=groupedresult, 
plot_col='AirportCount')
 
 ![Creating a Choropleth map using SedonaPyDeck](../image/choropleth.gif)
 
-The dataset used is available 
[here](https://github.com/apache/sedona/tree/4c5fa8333b2c61850d5664b878df9493c7915066/binder/data/ne_50m_airports)
 and
-can also be found in the example notebook available 
[here](https://github.com/apache/sedona/blob/4c5fa8333b2c61850d5664b878df9493c7915066/binder/ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb)
+The dataset used is available 
[here](https://github.com/apache/sedona/tree/b66e768155866a38ba2e3404f1151cac14fad5ea/docs/usecases/data/ne_50m_airports)
 and
+can also be found in the example notebook available 
[here](https://github.com/apache/sedona/blob/master/docs/usecases/ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb)
 
 #### Creating a Geometry map using SedonaPyDeck
 
@@ -1162,8 +1162,8 @@ SedonaKepler.create_map(df=groupedresult, 
name="AirportCount")
 
 ![Visualize geospatial data using 
SedonaKepler](../image/sedona_customization.gif)
 
-The dataset used is available 
[here](https://github.com/apache/sedona/tree/4c5fa8333b2c61850d5664b878df9493c7915066/binder/data/ne_50m_airports)
 and
-can also be found in the example notebook available 
[here](https://github.com/apache/sedona/blob/4c5fa8333b2c61850d5664b878df9493c7915066/binder/ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb)
+The dataset used is available 
[here](https://github.com/apache/sedona/tree/b66e768155866a38ba2e3404f1151cac14fad5ea/docs/usecases/data/ne_50m_airports)
 and
+can also be found in the example notebook available 
[here](https://github.com/apache/sedona/blob/master/docs/usecases/ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb)
 
 Details on all the APIs available by SedonaKepler are listed in the 
[SedonaKepler API docs](../api/sql/Visualization_SedonaKepler.md)
 
diff --git a/docs/usecases/ApacheSedonaSQL.ipynb 
b/docs/usecases/ApacheSedonaSQL.ipynb
index f36f1ec60c..7e434065e9 100644
--- a/docs/usecases/ApacheSedonaSQL.ipynb
+++ b/docs/usecases/ApacheSedonaSQL.ipynb
@@ -449,7 +449,7 @@
    "source": [
     "### Spatial Join - Range Join and RDD API Join\n",
     "\n",
-    "Please refer to the example - airports per country: 
https://github.com/apache/sedona/blob/master/binder/ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb";
+    "Please refer to the example - airports per country: 
https://github.com/apache/sedona/blob/master/docs/usecases/ApacheSedonaSQL_SpatialJoin_AirportsPerCountry.ipynb";
    ]
   },
   {

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