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The following commit(s) were added to refs/heads/master by this push:
     new fa8456c3c [DOCS] Fix grammar and fix link (#1303)
fa8456c3c is described below

commit fa8456c3c79c2ee989e271df0861b63ada934c13
Author: John Bampton <[email protected]>
AuthorDate: Tue Apr 2 12:11:14 2024 +1000

    [DOCS] Fix grammar and fix link (#1303)
---
 docs/tutorial/viz.md      | 4 ++--
 docs/tutorial/zeppelin.md | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/tutorial/viz.md b/docs/tutorial/viz.md
index eea733fbc..0bf607992 100644
--- a/docs/tutorial/viz.md
+++ b/docs/tutorial/viz.md
@@ -94,7 +94,7 @@ SELECT ST_Point(cast(pointtable._c0 as 
Decimal(24,20)),cast(pointtable._c1 as De
 FROM pointtable
 ```
 
-As you know, Sedona provides many different methods to load various spatial 
data formats. Please read [Write an Spatial DataFrame application](../sql).
+As you know, Sedona provides many different methods to load various spatial 
data formats. Please read [Write a Spatial DataFrame application](../sql).
 
 ## Generate a single image
 
@@ -169,7 +169,7 @@ SELECT ST_Render(pixel, color) AS image, (SELECT 
ST_AsText(bound) FROM boundtabl
 FROM pixelaggregates
 ```
 
-This DataFrame will contain a Image type column which has only one image.
+This DataFrame will contain an Image type column which has only one image.
 
 ### Store the image on disk
 
diff --git a/docs/tutorial/zeppelin.md b/docs/tutorial/zeppelin.md
index 3c8fd203a..c78d71501 100644
--- a/docs/tutorial/zeppelin.md
+++ b/docs/tutorial/zeppelin.md
@@ -1,4 +1,4 @@
-Sedona provides a Helium visualization plugin tailored for [Apache 
Zeppelin](). This finally bridges the gap between Sedona and Zeppelin.  Please 
read [Install Sedona-Zeppelin](../../setup/zeppelin/) to learn how to install 
this plugin in Zeppelin.
+Sedona provides a Helium visualization plugin tailored for [Apache 
Zeppelin](https://zeppelin.apache.org/). This finally bridges the gap between 
Sedona and Zeppelin.  Please read [Install 
Sedona-Zeppelin](../../setup/zeppelin/) to learn how to install this plugin in 
Zeppelin.
 
 Sedona-Zeppelin equips two approaches to visualize spatial data in Zeppelin. 
The first approach uses Zeppelin to plot all spatial objects on the map. The 
second one leverages SedonaViz to generate map images and overlay them on maps.
 

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