Bar charts

Column

Simple bar chart

Stacked bar chart

Column

Grouped bar chart

Scatter & line charts

Put additional properties like color and size to the basic scatter chart


Color and size of point could help us detect hidden patterns.

Multiple scatter charts using facet grid


During exploratory data analysis, you often need to create graphs of various categories. Place these small charts into facet grid is helpful to compare.

Line chart

Pie and donut charts

Column

Pie chart

Donut chart

Column

Multiple pie charts

Surface chart