diff --git a/python/ray/dataframe/__init__.py b/python/ray/dataframe/__init__.py
index 5bd75cf51..6e91a3c66 100644
--- a/python/ray/dataframe/__init__.py
+++ b/python/ray/dataframe/__init__.py
@@ -3,9 +3,13 @@ from __future__ import division
 from __future__ import print_function
 
 import pandas as pd
-from pandas import (eval, MultiIndex, CategoricalIndex, Series, Panel, unique,
-                    value_counts, date_range, Timedelta, Timestamp,
-                    to_datetime, NaT)
+# TODO: In the future `set_option` or similar needs to run on every node
+# in order to keep all pandas instances across nodes consistent
+from pandas import (eval, unique, value_counts, cut, to_numeric, factorize,
+                    test, qcut, match, Panel, date_range, Index, MultiIndex,
+                    CategoricalIndex, Series, bdate_range, DatetimeIndex,
+                    Timedelta, Timestamp, to_timedelta, set_eng_float_format,
+                    set_option, NaT)
 import threading
 
 pd_version = pd.__version__
@@ -41,9 +45,11 @@ from .reshape import get_dummies  # noqa: 402
 
 __all__ = [
     "DataFrame", "Series", "read_csv", "read_parquet", "concat", "eval",
-    "Panel", "unique", "get_dummies", "value_counts", "MultiIndex",
-    "CategoricalIndex", "Timedelta", "Timestamp", "date_range", "to_datetime",
-    "NaT"
+    "unique", "value_counts", "cut", "to_numeric", "factorize", "test", "qcut",
+    "match", "to_datetime", "get_dummies", "Panel", "date_range", "Index",
+    "MultiIndex", "Series", "bdate_range", "DatetimeIndex", "to_timedelta",
+    "set_eng_float_format", "set_option", "CategoricalIndex", "Timedelta",
+    "Timestamp", "NaT"
 ]
 
 try: