Create plot using measured data for Android

measurements/new_measurements/plot.py

+import matplotlib.pyplot as plt
+import statistics as stats
+
+
+## Results ##
+list_roundtrip_smkex_dis_cellular = [208794, 901752, 659634, 256330, 667944, 526059, 571395, 668581, 196097, 292158, 109012, 570819, 805302, 1088009, 443475]
+list_roundtrip_smkex_dis_wifi = [227243, 414755, 358590, 372588, 160781, 395713, 493785, 548092, 391679, 308903, 397528, 270654, 245505, 433441, 526341]
+
+list_roundtrip_smkex_en_cellular = [2245543, 2465127, 1962821, 1736246, 2380153, 2300406, 1627398, 1877671, 1906431, 1998328, 2102725, 2267787, 1543823, 2004747, 1823623] 
+list_roundtrip_smkex_en_wifi = [870372, 1073633, 1242067, 901262, 1200529, 1107017, 842459, 1126040, 832922, 877184, 958729, 860566, 1259220, 1138951, 1247817]
+list_roundtrip_smkex_en_wifi_and_cellular = [1256678, 1488999, 1744047, 1460131, 1395387, 1383710, 1453217, 1694845, 1449557, 1318066, 1628004, 1352815, 1167930, 1384792, 1543504]
+
+
+## Calculate mean ##
+mean_smkex_dis_cellular = int(stats.mean(list_roundtrip_smkex_dis_cellular) / 1000)
+mean_smkex_dis_wifi = int(stats.mean(list_roundtrip_smkex_dis_wifi) / 1000)
+
+mean_smkex_en_cellular = int(stats.mean(list_roundtrip_smkex_en_cellular) / 1000)
+mean_smkex_en_wifi = int(stats.mean(list_roundtrip_smkex_en_wifi) / 1000)
+mean_smkex_en_wifi_and_cellular = int(stats.mean(list_roundtrip_smkex_en_wifi_and_cellular) / 1000)
+
+
+## Calculate standard deviation ## 
+standard_dev_smkex_dis_cellular = int(stats.stdev(list_roundtrip_smkex_dis_cellular) / 1000)
+standard_dev_smkex_dis_wifi = int(stats.stdev(list_roundtrip_smkex_dis_wifi) / 1000) 
+
+standard_dev_smkex_en_cellular = int(stats.stdev(list_roundtrip_smkex_en_cellular) / 1000)
+standard_dev_smkex_en_wifi = int(stats.stdev(list_roundtrip_smkex_en_wifi) / 1000)
+standard_dev_smkex_en_wifi_and_cellular = int(stats.stdev(list_roundtrip_smkex_en_wifi_and_cellular) / 1000)
+
+
+print("[WIFI enabled and SMKEX disabled]: Mean=%d ; Standard Deviation=%d" % (mean_smkex_dis_wifi , standard_dev_smkex_dis_wifi))
+print("[WIFI enabled and SMKEX enabled]: Mean=%d ; Standard Deviation=%d" % (mean_smkex_en_wifi, standard_dev_smkex_en_wifi))
+print("[Cellular enabled and SMKEX disabled]: Mean=%d; Standard Deviation=%d" % (mean_smkex_dis_cellular, standard_dev_smkex_dis_cellular))
+print("[Cellular enabled and SMKEX enabled]: Mean=%d ; Standard Deviation=%d" % (mean_smkex_en_cellular, standard_dev_smkex_en_cellular))
+print("[Cellular & Wifi enabled and SMKEX enabled]: Mean=%d ; Standard Deviation=%d" % (mean_smkex_en_wifi_and_cellular, standard_dev_smkex_en_wifi_and_cellular))
+
+X=[
+    'SIP Plain \nvia Mobile Data', 
+    'SIP Plain \nvia Wifi', 
+    'SIP with SMKEX \nEnabled via Mobile Data',
+    'SIP with SMKEX \nEnabled via Wifi', 
+    'SIP with SMKEX \nEnabled via Wifi and Mobile Data'   
+]
+
+Y=[mean_smkex_dis_cellular, mean_smkex_dis_wifi, mean_smkex_en_cellular, mean_smkex_en_wifi, mean_smkex_en_wifi_and_cellular]
+
+Yerr=[standard_dev_smkex_dis_cellular, standard_dev_smkex_dis_wifi, standard_dev_smkex_en_cellular, standard_dev_smkex_en_wifi, standard_dev_smkex_en_wifi_and_cellular]
+
+plt.bar(X,   Y, color=['#009933', '#99ffd6', '#cc0000', '#0066ff', '#ff471a'])
+plt.errorbar( x=X,   y=Y,  yerr=Yerr,  fmt='o', ecolor='black', color='black', capsize=4, capthick=2)
+
+# plt.title('Android SIP Message Roundtrip', fontsize=18)
+plt.ylabel('Average time for transmission [ms]', fontsize=14)
+
+plt.show()