diff --git a/Dockerfile b/Dockerfile
index 776c93a..669159a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,19 +2,24 @@ FROM ubuntu:14.04
 MAINTAINER Nolan Nichols <orcid.org/0000-0003-1099-3328>
 ENV UPDATED "Sat Aug 16 16:07:27 PDT 2014"
 
-RUN apt-get update
-RUN apt-get -y install wget
-RUN wget http://repo.continuum.io/miniconda/Miniconda-3.6.0-Linux-x86_64.sh -O /tmp/miniconda.sh -q
-RUN chmod +x /tmp/miniconda.sh
-RUN /tmp/miniconda.sh -b -p /usr/local/miniconda
+RUN \
+  apt-get update && \
+  apt-get -y install wget && \
+  wget http://repo.continuum.io/miniconda/Miniconda-3.6.0-Linux-x86_64.sh -O /tmp/miniconda.sh -q && \
+  chmod +x /tmp/miniconda.sh && \
+  /tmp/miniconda.sh -b -p /usr/local/miniconda
+
 ENV PATH /usr/local/miniconda/bin:$PATH
-RUN conda update -q conda
-RUN conda install -q pip flask mock pandas requests
-RUN pip install -q celery
-RUN pip install -q https://github.com/twilio/flask-restful/archive/master.zip
-RUN pip install -q https://github.com/RDFLib/rdflib/archive/master.zip
-RUN pip install -q https://github.com/trungdong/prov/archive/rdf.zip
-RUN pip install -q https://github.com/nicholsn/niquery/archive/master.zip
+
+RUN \
+  conda update -q conda && \
+  conda install -q pip flask mock pandas requests nose networkx scipy numpy ipython-notebook dateutil && \
+  pip install -q celery && \
+  pip install -q https://github.com/twilio/flask-restful/archive/master.zip && \
+  pip install -q https://github.com/RDFLib/rdflib/archive/master.zip && \
+  pip install -q https://github.com/trungdong/prov/archive/rdf.zip && \
+  pip install -q https://github.com/nicholsn/niquery/archive/master.zip && \
+  pip install -q https://github.com/nipy/nipype/archive/master.zip && \
 
 EXPOSE 5000
-CMD /usr/local/miniconda/bin/niquery
\ No newline at end of file
+CMD /usr/local/miniconda/bin/niquery