In the absence of pandas, I previously used agate to do some basic analysis. The gist below shows an example of creating a test dataset of employee data, constructing a data table and assigning each record to a random group according to a specific frequency distribution. A summary table is then produced to provide some descriptive salary statistics.
This was a start for a Monte Carlo simulation model. I completed the rest of the project using pandas on my Mac