diff --git a/jedi/api/__init__.py b/jedi/api/__init__.py
index ce3d78e5..6aa11f2c 100644
--- a/jedi/api/__init__.py
+++ b/jedi/api/__init__.py
@@ -588,6 +588,8 @@ class Script(object):
     def analysis(self):
         statements = set(chain(*self._parser.module().used_names.values()))
         for stmt in statements:
+            if stmt.start_pos[0] != 32:
+                continue
             if isinstance(stmt, pr.Import):
                 imports.strip_imports(self._evaluator, [stmt])
             else:
diff --git a/jedi/evaluate/analysis.py b/jedi/evaluate/analysis.py
index 959bba09..19a2ba10 100644
--- a/jedi/evaluate/analysis.py
+++ b/jedi/evaluate/analysis.py
@@ -30,8 +30,11 @@ class Error(object):
         first = self.__class__.__name__[0]
         return first + str(CODES[self.name][0])
 
+    def description(self):
+        return CODES[self.name][1]
+
     def __str__(self):
-        return '%s: %s' % (self.code, self.line)
+        return '%s: %s:%s' % (self.code, self.line, self.description())
 
     def __repr__(self):
         return '<%s %s: %s@%s,%s' % (self.__class__.__name__,