diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 00000000..812fc3b1
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,4 @@
+[report]
+omit =
+    */python?.?/*
+    */site-packages/nose/*
diff --git a/.travis.yml b/.travis.yml
index 31ba0ccb..5bb04001 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -19,7 +19,8 @@ install:
   - grep nose== etc/requirements_dev.txt | xargs pip install
   - grep nose-parameterized== etc/requirements_dev.txt | xargs pip install
   - grep nose-ignore-docstring== etc/requirements_dev.txt | xargs pip install
+  - pip install coveralls
 before_script:
   - "flake8 zipline tests"
 script:
-  - nosetests --exclude=^test_examples
+  - nosetests --exclude=^test_examples --with-coverage --cover-package=zipline