The first, second, and third columns in H$1$Q$1.$csv represent the x coordinate,

y coordinate, and label $(0=$ black, $1=$ red, $2=$ blue$)$ of a point respectively. Load this data into your program and make a scatter plot of x vs y where the color of each line matches the label of the data point. Next, develop a new representation of the data set $($as was discussed in the class$)$ such that the three different colored points can be classified using only a single coordinate, i$.$e$.$ draw lines clearly separating points with different colors. By changing the location of these boundary lines, have your program look for the best possible accuracy. Plot the points again after this new representation.