diff --git a/CHANGES.txt b/CHANGES.txt
index 5b45b70..65fe504 100644
--- a/CHANGES.txt
+++ b/CHANGES.txt
@@ -6,4 +6,5 @@ v0.3.1, Mon Jul 21 -- Added __version__ to module
 v0.3.2, Tue Jul 22 -- Removed spam detection due to instability
 v0.3.3, Fri Aug 1 -- Added language detection api
 v0.4.0, Fri Aug 1 -- Changed api import to lowercase, added language example
-v0.4.1, Fri Aug 1 -- Updated __version__ variable to be accurate
\ No newline at end of file
+v0.4.1, Fri Aug 1 -- Updated __version__ variable to be accurate
+v0.4.2, Wed Aug 6 -- Updated README to accurately reflect political analysis results
diff --git a/README b/README
index ac12da9..1efd8d6 100644
--- a/README
+++ b/README
@@ -28,7 +28,7 @@ Examples
 >>> from indicoio import political, sentiment, fer, facial_features, language
 
 >>> political("Guns don't kill people. People kill people.")
-{u'Libertarian': 0.22934946808893228, u'Liberal': 0.2025395008382684, u'Green': 0.0, u'Conservative': 1.0}
+{u'Libertarian': 0.47740164630834825, u'Green': 0.08454409540443657, u'Liberal': 0.16617097211030055, u'Conservative': 0.2718832861769146}
 
 >>> sentiment('Worst movie ever.')
 {u'Sentiment': 0.07062467665597527}
diff --git a/README.md b/README.md
index ac12da9..1efd8d6 100644
--- a/README.md
+++ b/README.md
@@ -28,7 +28,7 @@ Examples
 >>> from indicoio import political, sentiment, fer, facial_features, language
 
 >>> political("Guns don't kill people. People kill people.")
-{u'Libertarian': 0.22934946808893228, u'Liberal': 0.2025395008382684, u'Green': 0.0, u'Conservative': 1.0}
+{u'Libertarian': 0.47740164630834825, u'Green': 0.08454409540443657, u'Liberal': 0.16617097211030055, u'Conservative': 0.2718832861769146}
 
 >>> sentiment('Worst movie ever.')
 {u'Sentiment': 0.07062467665597527}
diff --git a/indicoio/__init__.py b/indicoio/__init__.py
index bd584c0..76d4a39 100644
--- a/indicoio/__init__.py
+++ b/indicoio/__init__.py
@@ -1,6 +1,6 @@
 JSON_HEADERS = {'Content-type': 'application/json', 'Accept': 'text/plain'}
 
-Version, version, __version__, VERSION = ('0.4.1',) * 4
+Version, version, __version__, VERSION = ('0.4.2',) * 4
 
 from text.sentiment import political, posneg
 from text.sentiment import posneg as sentiment
diff --git a/setup.py b/setup.py
index 95debae..34ad457 100644
--- a/setup.py
+++ b/setup.py
@@ -8,7 +8,7 @@ except ImportError:
 
 setup(
     name="IndicoIo",
-    version='0.4.1',
+    version='0.4.2',
     packages=[
         "indicoio",
         "indicoio.text",