diff --git a/pandas-0.23.3.tar.gz b/pandas-0.23.3.tar.gz
deleted file mode 100644
index 4794fbd..0000000
--- a/pandas-0.23.3.tar.gz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9cd3614b4e31a0889388ff1bd19ae857ad52658b33f776065793c293a29cf612
-size 10500436
diff --git a/pandas-0.23.4.tar.gz b/pandas-0.23.4.tar.gz
new file mode 100644
index 0000000..23e1eb8
--- /dev/null
+++ b/pandas-0.23.4.tar.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b24ca47acf69222e82530e89111dd9d14f9b970ab2cd3a1c2c78f0c4fbba4f4
+size 10490077
diff --git a/python-pandas.changes b/python-pandas.changes
index 3a39d37..2e14683 100644
--- a/python-pandas.changes
+++ b/python-pandas.changes
@@ -1,3 +1,12 @@
+-------------------------------------------------------------------
+Sat Aug  4 19:07:22 UTC 2018 - toddrme2178@gmail.com
+
+- Update to 0.23.4
+  * Python 3.7 with Windows gave all missing values for rolling variance calculations (:issue:`21813`)
+  * Bug where calling :func:`DataFrameGroupBy.agg` with a list of functions including ``ohlc`` as the non-initial element would raise a ``ValueError`` (:issue:`21716`)
+  * Bug in ``roll_quantile`` caused a memory leak when calling ``.rolling(...).quantile(q)`` with ``q`` in (0,1) (:issue:`21965`)
+  * Bug in :func:`Series.clip` and :func:`DataFrame.clip` cannot accept list-like threshold containing ``NaN`` (:issue:`19992`)
+
 -------------------------------------------------------------------
 Sat Jul 14 01:59:02 UTC 2018 - arun@gmx.de
 
diff --git a/python-pandas.spec b/python-pandas.spec
index 678836f..1a3bf0d 100644
--- a/python-pandas.spec
+++ b/python-pandas.spec
@@ -19,7 +19,7 @@
 %{?!python_module:%define python_module() python-%{**} python3-%{**}}
 %define oldpython python
 Name:           python-pandas
-Version:        0.23.3
+Version:        0.23.4
 Release:        0
 Summary:        Make working with "relational" or "labeled" data both easy and intuitive
 License:        BSD-3-Clause