Use the Kaggle kernels environment on mybinder.org.
The Kaggle kernels image contains a vast number of tools and libraries. We use it as a general purpose environment to run notebooks.
To use it add the link to the Git repository that contains your notebook to the end of this URL:
https://mybinder.org/v2/gh/betatim/kaggle-binder/master?urlpath=git-pull?repo=<URL_TO_YOUR_REPO_HERE>
Yes, there are two ? in that URL. It has to be like that.
As an example the this link will launch the Kaggle environment and fill it with the contents of https://github.com/betatim/binderlyzer
Check out the (huge) Dockerfile from which the Kaggle kernels environment is built: https://github.com/Kaggle/docker-python/blob/master/Dockerfile. It probably contains the data science library you were thinking of using.