![]() The data points on the scatter plot will form a pattern that slopes downwards from left to right. This means that as one variable increases, the other variable tends to decrease. ![]() Negative Correlation: In a negative correlation, the variables move in opposite directions.The data points on the scatter plot will form a pattern that slopes upwards from left to right. This means that as one variable increases, the other variable also tends to increase. Positive Correlation: In a positive correlation, the variables move in the same direction.A scatter plot can have three types of relationships: The shape and direction of the scatter plot reveal the nature of the relationship between the variables. Scatter plots are particularly useful for visualizing the relationship between continuous or numerical variables, such as age, income, temperature, or sales. It allows us to identify any patterns, trends, or correlations between the variables. The main purpose of a scatter plot is to show how the two variables are related to each other. The position of the data point on the graph indicates the values of the variables for that particular data point. Each data point on the graph corresponds to a specific value of the two variables. The horizontal axis, known as the x-axis, represents one variable, while the vertical axis, known as the y-axis, represents the other variable. It is a type of mathematical chart that uses Cartesian coordinates to plot data points on a graph. A scatter plot, also referred to as a scatter diagram or scatter graph, is a visual representation of the relationship between two variables.
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