diff --git a/tqdm/_tqdm.py b/tqdm/_tqdm.py
index ac9e5c44..383313af 100755
--- a/tqdm/_tqdm.py
+++ b/tqdm/_tqdm.py
@@ -549,7 +549,7 @@ class tqdm(object):
         try:
             from pandas.core.window import _Rolling_and_Expanding
             skip_rolling_and_expanding = False
-        except ImportError:
+        except ImportError: # pragma: no cover
             skip_rolling_and_expanding = True
 
         deprecated_t = [tkwargs.pop('deprecated_t', None)]
diff --git a/tqdm/tests/tests_pandas.py b/tqdm/tests/tests_pandas.py
index 45124c84..706b7f6d 100644
--- a/tqdm/tests/tests_pandas.py
+++ b/tqdm/tests/tests_pandas.py
@@ -20,6 +20,81 @@ def test_pandas_setup():
         assert '100/123' in res
 
 
+@with_setup(pretest, posttest)
+def test_pandas_rolling_expanding():
+    """Test pandas.(Series|DataFrame).(rolling|expanding)"""
+    try:
+        from numpy.random import randint
+        import pandas as pd
+    except ImportError:
+        raise SkipTest
+
+    with closing(StringIO()) as our_file:
+        tqdm.pandas(file=our_file, leave=True, ascii=True)
+
+        series = pd.Series(randint(0, 50, (123,)))
+        res1 = series.rolling(10).progress_apply(lambda x: 1)
+        res2 = series.rolling(10).apply(lambda x: 1)
+        assert res1.equals(res2)
+
+        res3 = series.expanding(10).progress_apply(lambda x: 2)
+        res4 = series.expanding(10).apply(lambda x:2)
+        assert res3.equals(res4)
+
+        expects = ['114it'] #123-10+1
+        for exres in expects:
+            our_file.seek(0)
+            if our_file.getvalue().count(exres) < 2:
+                our_file.seek(0)
+                raise AssertionError(
+                    "\nExpected:\n{0}\nIn:\n{1}\n".format(
+                        exres + " at least twice.", our_file.read()))
+
+
+@with_setup(pretest, posttest)
+def test_pandas_data_frame():
+    """Test pandas.DataFrame.progress_apply and .progress_applymap"""
+    try:
+        from numpy.random import randint
+        import pandas as pd
+    except ImportError:
+        raise SkipTest
+
+    with closing(StringIO()) as our_file:
+        tqdm.pandas(file=our_file, leave=True, ascii=True)
+        df = pd.DataFrame(randint(0, 50, (100, 200)))
+
+        def task_func(x):
+            return x + 1
+
+        # applymap
+        res1 = df.progress_applymap(task_func)
+        res2 = df.applymap(task_func)
+        assert res1.equals(res2)
+
+        # apply
+        for axis in [0, 1]:
+            res3 = df.progress_apply(task_func, axis=axis)
+            res4 = df.apply(task_func, axis=axis)
+            assert res3.equals(res4)
+
+        our_file.seek(0)
+        if our_file.read().count('100%') < 3:
+            our_file.seek(0)
+            raise AssertionError("\nExpected:\n{0}\nIn:\n{1}\n".format(
+                '100% at least three times', our_file.read()))
+
+        # apply_map, apply axis=0, apply axis=1
+        expects = ['20000/20000', '200/200', '100/100']
+        for exres in expects:
+            our_file.seek(0)
+            if our_file.getvalue().count(exres) < 1:
+                our_file.seek(0)
+                raise AssertionError(
+                    "\nExpected:\n{0}\nIn:\n {1}\n".format(
+                        exres + " at least once.", our_file.read()))
+
+
 @with_setup(pretest, posttest)
 def test_pandas_series():
     """Test pandas.Series.progress_apply and .progress_map"""