Ingestion and transformation
Numpy
General-purpose data manipulation library, known for high performance.
Pandas
Useful for dealing with table-like data.
Visualization
matplotlib
Library for creating plots and charts.
Bokeh
Replacement for matplotlib, has fancier controls and generally better output, but its function interface is awful.