Issue 2141 - Example added for on_each_feature use (python-visualization#2184)

* example added for on_each_feature use

* doc link added to pop and tooltip page

* changed the placement

* Update geojson_popup_and_tooltip.md

Make link relative

---------

Co-authored-by: Hans Then <[email protected]>

Author: saheelsapovadia

docs/user_guide/geojson.rst

@@ -8,5 +8,6 @@ GeoJSON and choropleth
   geojson/choropleth
   geojson/geojson_marker
   geojson/geojson_popup_and_tooltip
+  geojson/geojson_advanced_on_each_feature
   geojson/geopandas_and_geo_interface
   geojson/smoothing

docs/user_guide/geojson/geojson_advanced_on_each_feature.md

@@ -0,0 +1,77 @@
+```{code-cell} ipython3
+---
+nbsphinx: hidden
+---
+import folium
+```
+
+# Advanced GeoJSON Customization with on_each_feature
+
+The `on_each_feature` parameter in `folium.GeoJson` provides powerful customization capabilities by allowing you to execute JavaScript code for each feature in your GeoJSON data. This is particularly useful for:
+
+- Custom tooltip and popup handling for complex geometries like MultiPoint
+- Adding custom event listeners
+- Implementing advanced styling logic
+- Working with geometry types that need special handling
+
+## Understanding on_each_feature
+
+The `on_each_feature` parameter accepts a `folium.utilities.JsCode` object containing JavaScript code that will be executed for each feature. The JavaScript function receives two parameters:
+- `feature`: The GeoJSON feature object
+- `layer`: The Leaflet layer object representing the feature
+
+## Basic Example
+
+```{code-cell} ipython3
+import folium
+from folium.utilities import JsCode
+import json
+
+# Simple point data
+geojson_data = {
+    "type": "FeatureCollection",
+    "features": [
+        {
+            "type": "Feature",
+            "properties": {"name": "Location 1", "value": 100},
+            "geometry": {"type": "Point", "coordinates": [77.5946, 12.9716]}  # Central Bangalore
+        },
+        {
+            "type": "Feature",
+            "properties": {"name": "Location 2", "value": 200},
+            "geometry": {"type": "Point", "coordinates": [77.6200, 12.9800]}  # Northeast Bangalore
+        }
+    ]
+}
+
+# Custom JavaScript to add popups
+on_each_feature = JsCode("""
+function(feature, layer) {
+    layer.bindTooltip(
+        '<b>' + feature.properties.name + '</b><br>' +
+        'Value: ' + feature.properties.value
+    );
+
+    layer.bindPopup(
+        '<b>' + ' This is popup ' + '</b><br>' +
+        '<b>' + feature.properties.name + '</b><br>' +
+        'Value: ' + feature.properties.value
+    );
+}
+""")
+
+m = folium.Map(location=[12.9716, 77.5946], zoom_start=10)
+
+folium.GeoJson(
+    geojson_data,
+    on_each_feature=on_each_feature
+).add_to(m)
+
+m
+```
+
+The `on_each_feature` parameter provides the flexibility needed to handle complex GeoJSON scenarios that the standard tooltip and popup classes cannot address, particularly for MultiPoint geometries and advanced interactive features.
+
+## References
+
+- [Leaflet GeoJSON Tutorial](https://leafletjs.com/examples/geojson/) - Comprehensive guide to using GeoJSON with Leaflet, including the `onEachFeature` option that inspired folium's `on_each_feature` parameter.

docs/user_guide/geojson/geojson_popup_and_tooltip.md

@@ -137,3 +137,6 @@ colormap.add_to(m)
 
 m
 ```
+
+
+The standard `GeoJsonPopup` and `GeoJsonTooltip` classes work well with most geometry types, but have limitations with MultiPoint and other complex multigeometries. For these cases, consider using the `on_each_feature` parameter for custom handling. See the [doc](geojson_advanced_on_each_feature.html) for more information.