savefig loop adds previous plots to figure

I made some beautiful charts before I included plt.clf() to clear the plot each time through the loop. scatterplot1 scatterplot2

In other words, my previous plots were being added to a single figure as shown in the lots above, within my for loop as well. adding [plt.clf()] to clear the plot each time through the loop fixed this problem being clearing the figure before starting the loop iteration at the top to create a new figure with new plots.

TLDR; I included plt.clf() to clear the plot each time through the loop.

You have to close current figure after saving with function plt.close(): http://matplotlib.org/api/pyplot_api.html#matplotlib.pyplot.close

Or you have to clean current figure after saving by plt.clf(): http://matplotlib.org/api/pyplot_api.html#matplotlib.pyplot.clf