diff --git a/dev/sparktestsupport/modules.py b/dev/sparktestsupport/modules.py
index cbd3b35c0015..d3cc122a2114 100644
--- a/dev/sparktestsupport/modules.py
+++ b/dev/sparktestsupport/modules.py
@@ -770,7 +770,7 @@ def __hash__(self):
         "pyspark.pandas.tests.window.test_groupby_rolling_adv",
         "pyspark.pandas.tests.window.test_groupby_rolling_count",
         "pyspark.pandas.tests.test_scalars",
-        "pyspark.pandas.tests.test_series_datetime",
+        "pyspark.pandas.tests.series.test_datetime",
         "pyspark.pandas.tests.series.test_string_ops_adv",
         "pyspark.pandas.tests.series.test_string_ops_basic",
         "pyspark.pandas.tests.test_spark_functions",
@@ -1046,7 +1046,7 @@ def __hash__(self):
         "pyspark.pandas.tests.connect.resample.test_parity_on",
         "pyspark.pandas.tests.connect.resample.test_parity_timezone",
         "pyspark.pandas.tests.connect.test_parity_scalars",
-        "pyspark.pandas.tests.connect.test_parity_series_datetime",
+        "pyspark.pandas.tests.connect.series.test_parity_datetime",
         "pyspark.pandas.tests.connect.series.test_parity_string_ops_adv",
         "pyspark.pandas.tests.connect.series.test_parity_string_ops_basic",
         "pyspark.pandas.tests.connect.test_parity_spark_functions",
diff --git a/python/pyspark/pandas/tests/connect/test_parity_series_datetime.py b/python/pyspark/pandas/tests/connect/series/test_parity_datetime.py
similarity index 85%
rename from python/pyspark/pandas/tests/connect/test_parity_series_datetime.py
rename to python/pyspark/pandas/tests/connect/series/test_parity_datetime.py
index 0842558d0e3f..89fa7b8ceef8 100644
--- a/python/pyspark/pandas/tests/connect/test_parity_series_datetime.py
+++ b/python/pyspark/pandas/tests/connect/series/test_parity_datetime.py
@@ -16,19 +16,21 @@
 #
 import unittest
 
-from pyspark.pandas.tests.test_series_datetime import SeriesDateTimeTestsMixin
+from pyspark.pandas.tests.series.test_datetime import SeriesDateTimeTestsMixin
 from pyspark.testing.connectutils import ReusedConnectTestCase
 from pyspark.testing.pandasutils import PandasOnSparkTestUtils
 
 
 class SeriesDateTimeParityTests(
-    SeriesDateTimeTestsMixin, PandasOnSparkTestUtils, ReusedConnectTestCase
+    SeriesDateTimeTestsMixin,
+    PandasOnSparkTestUtils,
+    ReusedConnectTestCase,
 ):
     pass
 
 
 if __name__ == "__main__":
-    from pyspark.pandas.tests.connect.test_parity_series_datetime import *  # noqa: F401
+    from pyspark.pandas.tests.connect.series.test_parity_datetime import *  # noqa: F401
 
     try:
         import xmlrunner
diff --git a/python/pyspark/pandas/tests/test_series_datetime.py b/python/pyspark/pandas/tests/series/test_datetime.py
similarity index 98%
rename from python/pyspark/pandas/tests/test_series_datetime.py
rename to python/pyspark/pandas/tests/series/test_datetime.py
index 89d4b70e0b51..e203da29f497 100644
--- a/python/pyspark/pandas/tests/test_series_datetime.py
+++ b/python/pyspark/pandas/tests/series/test_datetime.py
@@ -280,12 +280,16 @@ def test_unsupported_type(self):
         )
 
 
-class SeriesDateTimeTests(SeriesDateTimeTestsMixin, PandasOnSparkTestCase, SQLTestUtils):
+class SeriesDateTimeTests(
+    SeriesDateTimeTestsMixin,
+    PandasOnSparkTestCase,
+    SQLTestUtils,
+):
     pass
 
 
 if __name__ == "__main__":
-    from pyspark.pandas.tests.test_series_datetime import *  # noqa: F401
+    from pyspark.pandas.tests.series.test_datetime import *  # noqa: F401
 
     try:
         import xmlrunner