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today we take a break from the machine learning course but donamp;#39;t worry itamp;#39;s still very much related a good chart component is just such a useful thing in general that I decided to make this as a standalone video we used it in the machine learning course to plot our features but today weamp;#39;ll generate some data to work with our chart will allow to drag and zoom the data with the mouse and style the points using transparency colors emojis and Iamp;#39;ll even teach you some image processing techniques to recolor the Emojis itamp;#39;s crazy youamp;#39;ll see it also supports hovering and selecting like this so the list on the left moves as well this behavior is bi-directional meaning that if you click something in the list the chart will update to show that sample now to implement the chart weamp;#39;ll need to use some math especially interpolation a lot Iamp;#39;ll start using it in the very beginning when generating the data if you understand what I do there