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Scatter plot correlation and linear scatter plots So the correlation between two variables is defined mathematically and measures how strongly related the two variables (or more)are . One of the biggest misconceptions is that a strong correlation means that one variable causes the other, but that is incorrect . A free, web-based service for generating line, bar, pie, area and other simple graphs and charts.