[changhiskhan]

I've been using the pandas library for a long time for financial applications. The data alignment and missing data handling features in pandas are far above and beyond anything else I've used in similar applications. I think from a data structure point of view it's already better than R (and FAR better than Matlab). R/Matlab should fear the day that the pandas statistical packages gains roughly equivalent features.