diff --git a/homeassistant/components/logbook.py b/homeassistant/components/logbook.py
index 5adf21e1f3a..0e8e1cdf1bd 100644
--- a/homeassistant/components/logbook.py
+++ b/homeassistant/components/logbook.py
@@ -194,6 +194,11 @@ def humanify(events):
                    event != last_sensor_event[to_state.entity_id]:
                     continue
 
+                # Don't show continuous sensor value changes in the logbook
+                if domain == 'sensor' and \
+                   to_state.attributes.get('unit_of_measurement'):
+                    continue
+
                 yield Entry(
                     event.time_fired,
                     name=to_state.name,
diff --git a/tests/components/test_logbook.py b/tests/components/test_logbook.py
index 2f7fd705d20..9c4ea583a3f 100644
--- a/tests/components/test_logbook.py
+++ b/tests/components/test_logbook.py
@@ -85,6 +85,18 @@ class TestComponentLogbook(unittest.TestCase):
         self.assert_entry(
             entries[1], pointC, 'bla', domain='sensor', entity_id=entity_id)
 
+    def test_filter_continuous_sensor_values(self):
+        """Test remove continuous sensor events from logbook"""
+        entity_id = 'sensor.bla'
+        pointA = dt_util.utcnow()
+        attributes = {'unit_of_measurement': 'foo'}
+        eventA = self.create_state_changed_event(
+            pointA, entity_id, 10, attributes)
+
+        entries = list(logbook.humanify((eventA,)))
+
+        self.assertEqual(0, len(entries))
+
     def test_entry_to_dict(self):
         """Test conversion of entry to dict."""
         entry = logbook.Entry(
@@ -148,11 +160,12 @@ class TestComponentLogbook(unittest.TestCase):
         if entity_id:
             self.assertEqual(entity_id, entry.entity_id)
 
-    def create_state_changed_event(self, event_time_fired, entity_id, state):
+    def create_state_changed_event(self, event_time_fired, entity_id, state,
+                                   attributes=None):
         """Create state changed event."""
         # Logbook only cares about state change events that
         # contain an old state but will not actually act on it.
-        state = ha.State(entity_id, state).as_dict()
+        state = ha.State(entity_id, state, attributes).as_dict()
 
         return ha.Event(EVENT_STATE_CHANGED, {
             'entity_id': entity_id,