Question: finding associations in disparate data

I am in the beginning stages of a project that will hopefully find associations between a wide variety of seemingly disparate data. I had originally wanted to use scikit-learn because of support & documentation.

However, it seems that Weka is more suited for association rules. If finding links in data is the goal am I correct in moving to Weka as opposed to scikit-learn?

I appreciate the feedback and help.