diff --git a/docs/user/data.rst b/docs/user/data.rst
index 3084b98f..71480c85 100644
--- a/docs/user/data.rst
+++ b/docs/user/data.rst
@@ -24,7 +24,7 @@ Writing Data to JSONL
.. raw:: html
diff --git a/docs/user/geometries.rst b/docs/user/geometries.rst
index 09cf5cc9..d55751ce 100644
--- a/docs/user/geometries.rst
+++ b/docs/user/geometries.rst
@@ -35,7 +35,7 @@ Loading and Running a Plan
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diff --git a/docs/user/partitions.rst b/docs/user/partitions.rst
index 253e7d4a..3241c539 100644
--- a/docs/user/partitions.rst
+++ b/docs/user/partitions.rst
@@ -4,7 +4,7 @@ Working with Partitions
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@@ -17,7 +17,7 @@ GerryChain ``Partition`` object.
from gerrychain.updaters import cut_edges
We'll use our
-`Pennsylvania VTD json `_
+`Pennsylvania VTD json `_
to create the graph we'll use in these examples.
.. code-block:: python
diff --git a/docs/user/quickstart.rst b/docs/user/quickstart.rst
index 316ff3b0..a6a7a9ce 100644
--- a/docs/user/quickstart.rst
+++ b/docs/user/quickstart.rst
@@ -43,7 +43,7 @@ Creating the initial partition
.. raw:: html
diff --git a/docs/user/recom.rst b/docs/user/recom.rst
index bfea32a7..5e45f9b9 100644
--- a/docs/user/recom.rst
+++ b/docs/user/recom.rst
@@ -28,7 +28,7 @@ A Simple Recom Chain
.. raw:: html
@@ -473,7 +473,7 @@ Setting up the initial districting plan
.. raw:: html