diff --git a/tqdm/_tqdm.py b/tqdm/_tqdm.py
--- a/tqdm/_tqdm.py
+++ b/tqdm/_tqdm.py
@@ -581,6 +581,10 @@ def inner(df, func, *args, **kwargs):
                             not isinstance(df, _Rolling_and_Expanding):
                         # DataFrame or Panel
                         axis = kwargs.get('axis', 0)
+                        if axis == 'index':
+                            axis = 0
+                        elif axis == 'columns':
+                            axis = 1
                         # when axis=0, total is shape[axis1]
                         total = df.size // df.shape[axis]
 
diff --git a/tqdm/_tqdm_notebook.py b/tqdm/_tqdm_notebook.py
--- a/tqdm/_tqdm_notebook.py
+++ b/tqdm/_tqdm_notebook.py
@@ -102,7 +102,7 @@ def status_printer(_, total=None, desc=None, ncols=None):
         except NameError:
             # #187 #451 #558
             raise ImportError(
-                "IntProgress not found. Please update juputer and ipywidgets."
+                "IntProgress not found. Please update jupyter and ipywidgets."
                 " See https://ipywidgets.readthedocs.io/en/stable"
                 "/user_install.html")
 

diff --git a/tqdm/tests/tests_pandas.py b/tqdm/tests/tests_pandas.py
--- a/tqdm/tests/tests_pandas.py
+++ b/tqdm/tests/tests_pandas.py
@@ -33,12 +33,12 @@ def test_pandas_rolling_expanding():
         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)
+        res1 = series.rolling(10).progress_apply(lambda x: 1, raw=True)
+        res2 = series.rolling(10).apply(lambda x: 1, raw=True)
         assert res1.equals(res2)
 
-        res3 = series.expanding(10).progress_apply(lambda x: 2)
-        res4 = series.expanding(10).apply(lambda x: 2)
+        res3 = series.expanding(10).progress_apply(lambda x: 2, raw=True)
+        res4 = series.expanding(10).apply(lambda x: 2, raw=True)
         assert res3.equals(res4)
 
         expects = ['114it']  # 123-10+1
@@ -104,7 +104,7 @@ def task_func(x):
         assert res1.equals(res2)
 
         # apply
-        for axis in [0, 1]:
+        for axis in [0, 1, 'index', 'columns']:
             res3 = df.progress_apply(task_func, axis=axis)
             res4 = df.apply(task_func, axis=axis)
             assert res3.equals(res4)

Fix a typo in error message
Was having some issues in google colab, there I found this error message with a typo

tqdm/tests/tests_pandas.py::test_pandas_setup tqdm/tests/tests_pandas.py::test_pandas_rolling_expanding tqdm/tests/tests_pandas.py::test_pandas_series tqdm/tests/tests_pandas.py::test_pandas_groupby_apply tqdm/tests/tests_pandas.py::test_pandas_leave tqdm/tests/tests_pandas.py::test_pandas_apply_args_deprecation tqdm/tests/tests_pandas.py::test_pandas_deprecation
tqdm/tests/tests_pandas.py::test_pandas_data_frame