diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 000000000..4175240db
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,25 @@
+[run]
+branch = True
+include = datascience/*
+omit =
+    *__init__.py
+
+[report]
+# Regexes for lines to exclude from consideration
+exclude_lines =
+    # Have to re-enable the standard pragma
+    pragma: no cover
+
+    # Don't complain about missing debug-only code:
+    def __repr__
+
+    # Don't complain if tests don't hit defensive assertion code:
+    raise AssertionError
+    raise NotImplementedError
+    pass
+
+    # Don't complain if non-runnable code isn't run:
+    if 0:
+    if __name__ == .__main__.:
+
+ignore_errors = True
\ No newline at end of file