A graph is a visual representation of numerical data with a spatial relationship between different data points. Common examples include line graphs, scatter plots, bar graphs, radar charts, pie charts etc.
When a graph makes use of two or three axis at right angles to one another (often with a grid), it is a Cartesian chart. Line graphs and scatter plots are examples of these.