Hey @gdalle, I tried pagerank with networkx, for the same file as shown above, and these are the results, you can clearly see the greater rank score of node 3 and node 13 since they are part of the most “weighted” edge by far:
{
'1': 0.07999848984931547,
'2': 0.05603006628782006,
'3': 0.1442076878706111,
'4': 0.06915320750734422,
'5': 0.13443522946519423,
'6': 0.14117357854542822,
'7': 0.013136636002009195,
'8': 0.023005526742333755,
'9': 0.023005526742333755,
'10': 0.03811631664256225,
'11': 0.015038603206693566,
'12': 0.02813569154177212,
'13': 0.12541081917264824,
'14': 0.008835806570477979,
'15': 0.014283774810718273,
'16': 0.05134019502867372,
'17': 0.010096463539654842,
'18': 0.011197326888429629,
'19': 0.013399053585979207
}