Pandas DataFrames

Numpy is great if your data contains homogeneous data. In many statistical datasets, data will be heterogeneous, i.e., having columns of varying data types. If that's the case, you can use a different library, pandas, to deal with these spreadsheet-like datasets. This gives python the DataFrame object, similar to the one in R.