diff --git a/scipy-notebook/Dockerfile b/scipy-notebook/Dockerfile
index cdbbed6b..6d9b2ba6 100644
--- a/scipy-notebook/Dockerfile
+++ b/scipy-notebook/Dockerfile
@@ -37,7 +37,9 @@ RUN conda install --quiet --yes \
     'bokeh=0.11*' \
     'sqlalchemy=1.0*' \
     'hdf5=1.8.17' \
-    'h5py=2.6*' && \
+    'h5py=2.6*' \
+    'vincent=0.4.4*' \
+    'BeautifulSoup=4.5.1*' && \
     conda remove --quiet --yes --force qt pyqt && \
     conda clean -tipsy
 
@@ -69,7 +71,9 @@ RUN conda create --quiet --yes -p $CONDA_DIR/envs/python2 python=2.7 \
     'hdf5=1.8.17' \
     'h5py=2.6*' \
     'sqlalchemy=1.0*' \
-    'pyzmq' && \
+    'pyzmq' \
+    'vincent=0.4.4*' \
+    'BeautifulSoup=4.5.1*'&& \
     conda remove -n python2 --quiet --yes --force qt pyqt && \
     conda clean -tipsy
 # Add shortcuts to distinguish pip for python2 and python3 envs