Scatter Plots
Scatter plots are a type of data visualization that displays the relationship between two numerical variables. Each point on the plot represents an observation in the dataset, with the x-axis representing one variable and the y-axis representing the other. Scatter plots are useful for identifying patterns and trends in the data, as well as for detecting outliers and anomalies. They can also be used to assess the strength and direction of the relationship between the variables, with a positive correlation indicating that the variables increase together, a negative correlation indicating that they decrease together, and no correlation indicating that there is no relationship between them. Scatter plots can be enhanced with additional features such as color, size, and shape to represent additional variables or to highlight specific observations.
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