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Graphs are used all of the time in day to day scenarios. Graphs help you visualize a particular set of data. They also help you see any patterns.
A best fit line is not the one connecting the dots, but the line that is in the middle of most points.
The dependent variable depends on independent variable the dependent variable is always going to be represented as the y axis. And the independent variable is always represented as the x axis.