Let’s dive into the best times to use a scatter plot to visualize your data set. However, if you don't see any of these features present within your graph, that means there’s no correlation between your data.Įach type of chart or graph has its own rules for when it’s going to be the best data visualization to showcase your information. Positive or Negative: A positive correlation will point up (i.e., the x- and y-values are both increasing) while a negative correlation will point down (i.e., the x-values are increasing while the corresponding y-values are decreasing).Strong or Weak: A strong correlation will have data points close together while a weak correlation will have data points that are further apart.Linear or Nonlinear: A linear correlation forms a straight line in its data points while a nonlinear correlation might have a curve or other form within the data points.The patterns or correlations found within a scatter plot will have a few different features. Of course there could be other factors contributing to this, like location or recent renovations, but we can see from this scatter diagram that there is a correlation between the square footage and home cost. We pulled a sample data set of a couple handfuls of homes to see if we could determine a relationship between these two variables.Īs the x-axis goes from the smallest size to the largest, we can see that there is a slight positive correlation showing that as square footage increases, so does the price. The two variables are the square footage of a home versus its price. Take a look at this example of a scatter plot pulled from one of Visme’s templates.Ĭustomize this scatter plot template and make it your own! Edit and Download Scatter plots can also be known as scatter diagrams or x-y graphs, and the point of using one of these is to determine if there are patterns or correlations between two variables. This data is shown by placing various data points between an x- and y-axis.Įssentially, each of these data points looks “scattered” around the graph, giving this type of data visualization its name. Let’s take you back to high school math for a second, because you very well may have left any and all knowledge of what a scatter plot is back at your doodled-on desk.Ī scatter plot is a type of data visualization that shows the relationship between different variables. There are so many real world applications that a scatter plot offers that can help you or your audience to visualize data and what it means. Or the correlation between sales of hot coffee and the outside temperature.īut as a working adult (or maybe just a curious one), there are many times you may actually need to use that grade school math.Īnd creating a scatter plot is definitely one of those times. The height versus weight of a group of people. Hours spent studying for a test versus the test grade received. When you were learning algebra back in high school, you might not have realized that one day you would need to create a scatter plot to demonstrate real world results.īack in school, the examples we had to plot always seemed silly.
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