diff --git a/CHANGELOG.md b/CHANGELOG.md
index 66c4c295..08918917 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,10 +4,14 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [Unreleased]
+## Unreleased
 ### Work In Progress
 - Node: WeightedNode for weighted edge tree implementation.
 
+## [0.3.1] - 2022-11-07
+### Added
+- Tree Exporter and DAG Exporter: More customizations for Node to dot and DAGNode to dot.
+
 ## [0.3.0] - 2022-11-05
 ### Added
 - DAG Constructors: From list, nested dictionary, pandas DataFrame.
@@ -31,7 +35,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Utility Iterators: Tree traversal methods.
 - Workflow To Do App: Tree use case with to-do list implementation.
 
-[Unreleased]: https://github.com/kayjan/bigtree/compare/HEAD...v0.2.0
+[0.3.1]: https://github.com/kayjan/bigtree/compare/v0.3.0...v0.3.1
 [0.3.0]: https://github.com/kayjan/bigtree/compare/v0.2.0...v0.3.0
 [0.2.0]: https://github.com/kayjan/bigtree/compare/v0.1.0...v0.2.0
 [0.1.0]: https://github.com/kayjan/bigtree/releases/tag/v0.1.0
diff --git a/README.md b/README.md
index 7d21bd9a..99453671 100644
--- a/README.md
+++ b/README.md
@@ -623,8 +623,8 @@ tree_to_dataframe(
 # 3  /a/b/e    e      b          35
 # 4    /a/c    c      a          60
 
-graph = tree_to_dot(root, node_colour="gold")
-graph.write_png("demo.png")
+graph = tree_to_dot(root, rankdir="BT", node_colour="gold")
+graph.write_png("assets/demo.png")
 ```
 
 ![Sample Tree Output](../../assets/demo.png)
diff --git a/assets/demo.png b/assets/demo.png
index 5de006d1..b037df4a 100644
Binary files a/assets/demo.png and b/assets/demo.png differ
diff --git a/bigtree/__init__.py b/bigtree/__init__.py
index 0d1b7ea9..d01c1344 100644
--- a/bigtree/__init__.py
+++ b/bigtree/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "0.3.0"
+__version__ = "0.3.1"
 
 from bigtree.dag.construct import dataframe_to_dag, dict_to_dag, list_to_dag
 from bigtree.dag.export import dag_to_dot
diff --git a/bigtree/dag/export.py b/bigtree/dag/export.py
index 6fabd21e..51c8eece 100644
--- a/bigtree/dag/export.py
+++ b/bigtree/dag/export.py
@@ -6,6 +6,7 @@
 
 def dag_to_dot(
     dag: DAGNode,
+    rankdir: str = "TB",
     bgcolor: str = None,
     node_colour: str = None,
     edge_colour: str = None,
@@ -35,6 +36,7 @@ def dag_to_dot(
 
     Args:
         dag (DAGNode): tree to be exported
+        rankdir (str): set direction of graph layout, defaults to 'TB', can be 'BT, 'LR', 'RL'
         bgcolor (str): background color of image, defaults to None
         node_colour (str): fill colour of nodes, defaults to None
         edge_colour (str): colour of edges, defaults to None
@@ -71,7 +73,9 @@ def dag_to_dot(
 
     dag = dag.copy()
 
-    _graph = pydot.Dot(graph_type="digraph", strict=True, **graph_style)
+    _graph = pydot.Dot(
+        graph_type="digraph", strict=True, rankdir=rankdir, **graph_style
+    )
 
     for parent_node, child_node in dag_iterator(dag):
         parent_name = parent_node.name
diff --git a/bigtree/tree/export.py b/bigtree/tree/export.py
index d8c9fd64..90c59da8 100644
--- a/bigtree/tree/export.py
+++ b/bigtree/tree/export.py
@@ -568,6 +568,7 @@ def recursive_append(node, parent_dict):
 def tree_to_dot(
     tree: Node,
     directed: bool = True,
+    rankdir: str = "TB",
     bgcolor: str = None,
     node_colour: str = None,
     edge_colour: str = None,
@@ -598,6 +599,7 @@ def tree_to_dot(
     Args:
         tree (Node): tree to be exported
         directed (bool): indicator whether graph should be directed or undirected, defaults to True
+        rankdir (str): set direction of graph layout, defaults to 'TB', can be 'BT, 'LR', 'RL'
         bgcolor (str): background color of image, defaults to None
         node_colour (str): fill colour of nodes, defaults to None
         edge_colour (str): colour of edges, defaults to None
@@ -635,9 +637,13 @@ def tree_to_dot(
     tree = tree.copy()
 
     if directed:
-        _graph = pydot.Dot(graph_type="digraph", strict=True, **graph_style)
+        _graph = pydot.Dot(
+            graph_type="digraph", strict=True, rankdir=rankdir, **graph_style
+        )
     else:
-        _graph = pydot.Dot(graph_type="graph", strict=True, **graph_style)
+        _graph = pydot.Dot(
+            graph_type="graph", strict=True, rankdir=rankdir, **graph_style
+        )
 
     def recursive_create_node_and_edges(parent_name, child_node):
         child_name = child_node.node_name
diff --git a/tests/tree/test_export.py b/tests/tree/test_export.py
index 6df38a53..d6018f2d 100644
--- a/tests/tree/test_export.py
+++ b/tests/tree/test_export.py
@@ -695,7 +695,10 @@ def test_tree_to_dot(tree_node):
         expected = """strict digraph G {\na [label=a];\nb [label=b];\nb -> a;\nd [label=d];\nd -> b;\ne [label=e];\ne -> b;\ng [label=g];\ng -> e;\nh [label=h];\nh -> e;\nc [label=c];\nc -> a;\nf [label=f];\nf -> c;\n}\n"""
         actual = graph.to_string()
         graph.write_png("tests/tree.png")
-        assert expected == actual, "Graph string is wrong"
+        for expected_str in expected.split():
+            assert (
+                expected_str in actual
+            ), f"Expected {expected_str} not in actual string"
 
     @staticmethod
     def test_tree_to_dot_type_error(dag_node):
@@ -709,7 +712,10 @@ def test_tree_to_dot_directed(tree_node):
         expected = """strict graph G {\na [label=a];\nb [label=b];\nb -- a;\nd [label=d];\nd -- b;\ne [label=e];\ne -- b;\ng [label=g];\ng -- e;\nh [label=h];\nh -- e;\nc [label=c];\nc -- a;\nf [label=f];\nf -- c;\n}\n"""
         actual = graph.to_string()
         graph.write_png("tests/tree_undirected.png")
-        assert expected == actual, "Graph string is wrong"
+        for expected_str in expected.split():
+            assert (
+                expected_str in actual
+            ), f"Expected {expected_str} not in actual string"
 
     @staticmethod
     def test_tree_to_dot_bg_color(tree_node):
@@ -717,7 +723,10 @@ def test_tree_to_dot_bg_color(tree_node):
         expected = """strict digraph G {\nbgcolor=blue;\na [label=a];\nb [label=b];\nb -> a;\nd [label=d];\nd -> b;\ne [label=e];\ne -> b;\ng [label=g];\ng -> e;\nh [label=h];\nh -> e;\nc [label=c];\nc -> a;\nf [label=f];\nf -> c;\n}\n"""
         actual = graph.to_string()
         graph.write_png("tests/tree_bg.png")
-        assert expected == actual, "Graph string is wrong"
+        for expected_str in expected.split():
+            assert (
+                expected_str in actual
+            ), f"Expected {expected_str} not in actual string"
 
     @staticmethod
     def test_tree_to_dot_fill_color(tree_node):
@@ -725,7 +734,10 @@ def test_tree_to_dot_fill_color(tree_node):
         expected = """strict digraph G {\na [fillcolor=gold, label=a, style=filled];\nb [fillcolor=gold, label=b, style=filled];\nb -> a;\nd [fillcolor=gold, label=d, style=filled];\nd -> b;\ne [fillcolor=gold, label=e, style=filled];\ne -> b;\ng [fillcolor=gold, label=g, style=filled];\ng -> e;\nh [fillcolor=gold, label=h, style=filled];\nh -> e;\nc [fillcolor=gold, label=c, style=filled];\nc -> a;\nf [fillcolor=gold, label=f, style=filled];\nf -> c;\n}\n"""
         actual = graph.to_string()
         graph.write_png("tests/tree_fill.png")
-        assert expected == actual, "Graph string is wrong"
+        for expected_str in expected.split():
+            assert (
+                expected_str in actual
+            ), f"Expected {expected_str} not in actual string"
 
     @staticmethod
     def test_tree_to_dot_edge_colour(tree_node):
@@ -733,7 +745,10 @@ def test_tree_to_dot_edge_colour(tree_node):
         expected = """strict digraph G {\na [label=a];\nb [label=b];\nb -> a  [color=red];\nd [label=d];\nd -> b  [color=red];\ne [label=e];\ne -> b  [color=red];\ng [label=g];\ng -> e  [color=red];\nh [label=h];\nh -> e  [color=red];\nc [label=c];\nc -> a  [color=red];\nf [label=f];\nf -> c  [color=red];\n}\n"""
         actual = graph.to_string()
         graph.write_png("tests/tree_edge.png")
-        assert expected == actual, "Graph string is wrong"
+        for expected_str in expected.split():
+            assert (
+                expected_str in actual
+            ), f"Expected {expected_str} not in actual string"
 
     @staticmethod
     def test_tree_to_dot_node_attr(tree_node_style):
@@ -741,4 +756,7 @@ def test_tree_to_dot_node_attr(tree_node_style):
         expected = """strict digraph G {\na [fillcolor=gold, label=a, style=filled];\nb [fillcolor=blue, label=b, style=filled];\nb -> a;\nd [fillcolor=green, label=d, style=filled];\nd -> b;\ng [fillcolor=red, label=g, style=filled];\ng -> d;\ne [fillcolor=green, label=e, style=filled];\ne -> b;\nh [fillcolor=red, label=h, style=filled];\nh -> e;\nc [fillcolor=blue, label=c, style=filled];\nc -> a;\nf [fillcolor=green, label=f, style=filled];\nf -> c;\n}\n"""
         actual = graph.to_string()
         graph.write_png("tests/tree_style.png")
-        assert expected == actual, "Graph string is wrong"
+        for expected_str in expected.split():
+            assert (
+                expected_str in actual
+            ), f"Expected {expected_str} not in actual string"