Congratulations! You can't go wrong with both choices, but if you are open to the biostatistics research, JHU would be a great place to attend regarding its reputation in public health and biostatistics. The professors in JHU are worldly renowned for their research on various topics.
I'd choose JHU since their placements seem slightly better than Columbia.