ax.set_aspect('equal')
ax.set_xlim(lims)
ax.set_ylim(lims)
fig.savefig('/Users/paul/Desktop/so.png', dpi=300)
Adding y=x to a matplotlib scatter plot if I haven't kept track of all the data points that went in