Scatter plot examples software#

Scatter plot examples software#

Many statistical software packages output scatterplots to test the correlation between two variables. A scatterplot was likely used to uncover this finding. Here are a couple of things worth noting about the above chart. You might consider showing the relationship between male and female rating scores using a scatterplot, like the one below. You uncover that lip care products are polarizing between male and female buyers, so there is an opportunity to create a new product that bridges the gap. Before embarking on this endeavor, you are asked to do some research to see if there is a hole in the market. Imagine you’re an analyst in the beauty industry and your company wants to formulate a new lip care product. Let’s look at a scenario where a scatterplot works nicely to communicate a finding. This is not to say you should never communicate with one, but you should take explicit steps to make sure your chart is clear to an unfamiliar audience (something you should do with all charts!).

They are common in scientific fields and often used to understand data rather than to communicate with it. Let’s explore some of the basics of scatterplots via an example I’ll also cover tips for designing more effective ones and discuss common variations (bubble charts, connected scatterplots, etc.), too!Ī scatterplot shows the relationship between two numerical variables plotted simultaneously along both the horizontal and vertical axis. Regardless of your current comfort level, scatterplots are extremely useful to focus on the relationship between two series-a scenario that is common in both technical and non-technical fields. However, if you don’t perform a lot of statistical analysis, then these charts may be unfamiliar. A scatterplot is a niche chart, but it’s one of my favorites! If you are a statistician or work in a technical field, a scatterplot might be your go-to graph type.