Bar charts in Python - Plotly Bar chart with Plotly Express¶ Plotly Express is the easy-to-use, high-level interface to Plotly, which operates on a variety of types of data and produces easy-to-style figures. With px.bar, each row of the DataFrame is represented as a rectangular mark.