def adjust_graph(g, betweenness_dict_val, market='All Markets', node_size_default=6): ## Adjust betweenness property adjusted_betweenness = [] if market=='All Markets' or market=='': number_to_adjust_by = 5000 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and len(g.nodes)>=1000: number_to_adjust_by = 10 elif list(betweenness_dict_val.values())[0]>=0.1 and len(g.nodes)<=1000: number_to_adjust_by = 100 elif (list(betweenness_dict_val.values())[0]>=0.05 and list(betweenness_dict_val.values())[0]<0.1): number_to_adjust_by = 250 elif (list(betweenness_dict_val.values())[0]>=0.01 and list(betweenness_dict_val.values())[0]<0.05): number_to_adjust_by = 500 elif list(betweenness_dict_val.values())[0]>=0.005 and list(betweenness_dict_val.values())[0]<0.01: number_to_adjust_by = 1500 elif list(betweenness_dict_val.values())[0]<=0.001: number_to_adjust_by = 8000 elif market=='India': number_to_adjust_by = 20 elif market=='Sweden': number_to_adjust_by = 250 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]>=0.01 and list(betweenness_dict_val.values())[0]<0.03: number_to_adjust_by = 1000 elif list(betweenness_dict_val.values())[0]>=0.03 and list(betweenness_dict_val.values())[0]<0.05: number_to_adjust_by = 500 elif list(betweenness_dict_val.values())[0]>=0.005 and list(betweenness_dict_val.values())[0]<0.01: number_to_adjust_by = 2000 elif list(betweenness_dict_val.values())[0]>=0.001 and list(betweenness_dict_val.values())[0]<0.005: number_to_adjust_by = 4500 elif market=='US (International)': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='United Kingdom': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]>=0.01 and list(betweenness_dict_val.values())[0]<0.03: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]>=0.03 and list(betweenness_dict_val.values())[0]<0.05: number_to_adjust_by = 1000 elif list(betweenness_dict_val.values())[0]>=0.001 and list(betweenness_dict_val.values())[0]<0.05: number_to_adjust_by = 3000 elif list(betweenness_dict_val.values())[0]>=0.001 and list(betweenness_dict_val.values())[0]<0.0001: number_to_adjust_by = 4000 elif list(betweenness_dict_val.values())[0]>=0.0001: number_to_adjust_by = 2000 elif market=='Canada': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='France': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Australia': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Finland': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Spain': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Norway': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Germany': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Brazil': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Italy': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 elif market=='Denmark': number_to_adjust_by = 150 if betweenness_dict_val: if list(betweenness_dict_val.values())[0]>=0.1 and list(betweenness_dict_val.values())[0]<=0.9: number_to_adjust_by = 70 elif list(betweenness_dict_val.values())[0]<=0.03 and list(betweenness_dict_val.values())[0]>0.01: number_to_adjust_by = 800 elif list(betweenness_dict_val.values())[0]<=0.05 and list(betweenness_dict_val.values())[0]>0.03: number_to_adjust_by = 400 elif list(betweenness_dict_val.values())[0]<=0.1 and list(betweenness_dict_val.values())[0]>0.05: number_to_adjust_by = 200 elif list(betweenness_dict_val.values())[0]<=0.01 and list(betweenness_dict_val.values())[0]>0.001: number_to_adjust_by = 1500 else: number_to_adjust_by=150 # print(number_to_adjust_by) for node, betweenness in betweenness_dict_val.items(): if betweenness==0.0: adjust = node_size_default else: adjust = node_size_default + betweenness*number_to_adjust_by adjusted_betweenness.append((node, adjust)) #print(adjusted_betweenness) return g, adjusted_betweenness