I have built several dashboards with nothing but jupyter notebooks + jupyter widgets [1] with the help of jupyter-dashboards [2]. Granted they were little more than api calls followed by visualizations.

- [1] http://jupyter.org/widgets

- [2] https://github.com/jupyter/dashboards