diff --git a/CHANGES.txt b/CHANGES.txt
index 702cc16..7636a91 100644
--- a/CHANGES.txt
+++ b/CHANGES.txt
@@ -21,3 +21,4 @@ v0.4.15, Sat Dec 20 -- Bug fix release
 v0.5.0, Friday Feb 27 -- Updated to support private cloud, allows for indicorc file to reduce redundant authorization calls, README updates
 v0.5.1, Friday Feb 27 -- More README updates, fixed rst formatting issue, added classifiers
 v0.5.2, Tue March 7 -- Required API keys, configuration settings
+v0.5.3, Wed Apr 15 -- Added scipy to requirements, edited Readme to not break pypi page
\ No newline at end of file
diff --git a/README.rst b/README.rst
index 07d31c9..a31c07d 100644
--- a/README.rst
+++ b/README.rst
@@ -54,7 +54,8 @@ Examples
     >>> indicoio.config.api_key = "YOUR_API_KEY"
 
     >>> political("Guns don't kill people. People kill people.")
-    {u'Libertarian': 0.47740164630834825, u'Green': 0.08454409540443657, u'Liberal': 0.16617097211030055, u'Conservative': 0.2718832861769146}
+    {u'Libertarian': 0.47740164630834825, u'Green': 0.08454409540443657, 
+        u'Liberal': 0.16617097211030055, u'Conservative': 0.2718832861769146}
 
     >>> sentiment('Worst movie ever.')
     0.07062467665597527
@@ -75,13 +76,15 @@ Examples
     >>> test_face = np.linspace(0,50,48*48).reshape(48,48).tolist()
 
     >>> fer(test_face)
-    {u'Angry': 0.08843749137458341, u'Sad': 0.39091163159204684, u'Neutral': 0.1947947999669361, u'Surprise': 0.03443785859010413, u'Fear': 0.17574534848440568, u'Happy': 0.11567286999192382}
+    {u'Angry': 0.08843749137458341, u'Sad': 0.39091163159204684, u'Neutral': 0.1947947999669361,
+         u'Surprise': 0.03443785859010413, u'Fear': 0.17574534848440568, u'Happy': 0.11567286999192382}
 
     >>> facial_features(test_face)
     [0.0, -0.02568680526917187, 0.21645604230056517, ..., 3.0342637531932777]
 
     >>> language('Quis custodiet ipsos custodes')
-    {u'Swedish': 0.00033330636691921914, u'Lithuanian': 0.007328693814717631, u'Vietnamese': 0.0002686116137658802, u'Romanian': 8.133913804076592e-06, ...}
+    {u'Swedish': 0.00033330636691921914, u'Lithuanian': 0.007328693814717631, 
+        u'Vietnamese': 0.0002686116137658802, u'Romanian': 8.133913804076592e-06, ...}
 
 Batch API Access
 ----------------
diff --git a/requirements.txt b/requirements.txt
index bc40c5f..36c7feb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,3 +2,4 @@ numpy>=1.8.0
 six>=1.3.0
 scikit-image>=0.10.1
 requests>=2.2.1
+scipy>=0.14.0
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 42e67e2..652c2da 100644
--- a/setup.py
+++ b/setup.py
@@ -8,7 +8,7 @@ except ImportError:
 
 setup(
     name="IndicoIo",
-    version='0.5.2',
+    version='0.5.3',
     packages=[
         "indicoio",
         "indicoio.text",
@@ -28,8 +28,8 @@ setup(
         Alec Radford <alec@indico.io>,
         Slater Victoroff <slater@indico.io>,
         Aidan McLaughlin <aidan@indico.io>,
+        Madison May <madison@indico.io>,
         Anne Carlson <annie@indico.io>
-
     """,
     classifiers = [
         "Development Status :: 5 - Production/Stable",
@@ -53,6 +53,7 @@ setup(
         "requests >= 1.2.3",
         "six >= 1.3.0",
         "numpy >= 1.8.1",
+        "scipy >= 0.14.0",
         "scikit-image >= 0.10.1",
     ],
 )