import matplotlib.pyplot as plt fig_wer, ax_wer = plt.subplots() fig_srr, ax_srr = plt.subplots() X1, Y1 = [], [] X2, Y2 = [], [] y_num = 1 for line in open('wer.txt', 'r'): Y1.append(float(line[:-1])) X1.append(y_num) y_num = y_num + 1 ax_wer.plot(X1, Y1) ax_wer.set_title("WER") fig_wer.savefig('wer.png') y_num = 1 for line in open('srr.txt', 'r'): Y2.append(float(line[:-1])) X2.append(y_num) y_num = y_num + 1 ax_srr.plot(X2, Y2) ax_srr.set_title("SRR") fig_srr.savefig('srr.png')