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Line Of Best Fit is a  line of best fit is a straight line that minimizes the distance between it and some data. 

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Line of Best Fit: Definition, How It Works, and Calculation

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The line of best fit is an output of regression analysis that represents the relationship between two or more variables in a data set.

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Try it out on your own with a piece of paper! Walks you through the whole process on video.

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I chose this since it will tell you when to and when to not use a scatter plot

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TIBCO Spotfire - Scatter Plot Configured as a Density Plot

TIBCO Spotfire Named A Leader in 2021 Forrester Wave™: Augmented Business...

8 Must-have Capabilities to Take Your Data Visualization to the Next Level

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A scatter chart, also called a scatter plot, is a chart that shows the relationship between two variables. They are an incredibly powerful chart type, allowing viewers to immediately understand a relationship or trend, which would be impossible to see in almost any other form.

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Learn how we use X and Y in a scatter plot

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Learn how we use X and Y in a scatter plot

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Try this game out where you make your own scatter plot! This will help you learn how we use X and Y on a graph

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This scatter plot maker (X Y graph maker), with line of best fit (trendline), moving average and DateTime options, allows you to create simple and multi series scatter plots that provide a visual representation of your data.
Simple Instructions
The easiest way to create the chart is just to input your x values into the X Values box below and the corresponding y values into the Y Values box. Then scroll to the bottom of the page, and hit 'Create Chart'.

If your x values are dates, then you need to select the X-Axis is Datetime option, and specify your input and output format (e.g., MM-DD-YY).
Options
You can choose a number of options for your scatter plot, including its title and axes labels, and whether you want to plot a line of best fit and/or a moving average line. You'll be offered further editing options after the tool has generated the chart.

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This scatter plot maker (X Y graph maker), with line of best fit (trendline), moving average and DateTime options, allows you to create simple and multi series scatter plots that provide a visual representation of your data.

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I chose this link since it helps you understand how scatter plots work in the sense of a game