Scatter diagram

Each point represents a pair of values, usually an explanatory variable on the horizontal axis and a response on the vertical axis. Look for direction, form, unusual values and changing spread before fitting a line. The graph can suggest association but cannot alone prove causation or establish a valid forecast outside the observed range.