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with no shortage of wearable fitness trackers and health apps out there serious and not so serious runners alike can capture every speck of data on their workouts from heart rate to exact gps coordinates with all that knowledge just to click away you should be easy to stay up on your progress but when you feel strong running one day and youre out of breath another day the data might be all over the place so how do you know if youre improving and youll be able to finish your 10k goal weve explored graphs as a way to visualize data and learn more about relationships between variables from the shape of a curve but real world data is noisy and imperfect if we try to plot your fitness data as points on a graph theyll never fall neatly into a line or curve we can describe exactly with an equation today well combine our linear and quadratic graphing skills to find meaning in these messes of data because all data can still tell us something gday im james tanton and this is study hall