544 lines
22 KiB
Python
544 lines
22 KiB
Python
"""
|
|
Famous social networks.
|
|
"""
|
|
import networkx as nx
|
|
|
|
__all__ = [
|
|
"karate_club_graph",
|
|
"davis_southern_women_graph",
|
|
"florentine_families_graph",
|
|
"les_miserables_graph",
|
|
]
|
|
|
|
|
|
def karate_club_graph():
|
|
"""Returns Zachary's Karate Club graph.
|
|
|
|
Each node in the returned graph has a node attribute 'club' that
|
|
indicates the name of the club to which the member represented by that node
|
|
belongs, either 'Mr. Hi' or 'Officer'.
|
|
|
|
Examples
|
|
--------
|
|
To get the name of the club to which a node belongs::
|
|
|
|
>>> G = nx.karate_club_graph()
|
|
>>> G.nodes[5]["club"]
|
|
'Mr. Hi'
|
|
>>> G.nodes[9]["club"]
|
|
'Officer'
|
|
|
|
References
|
|
----------
|
|
.. [1] Zachary, Wayne W.
|
|
"An Information Flow Model for Conflict and Fission in Small Groups."
|
|
*Journal of Anthropological Research*, 33, 452--473, (1977).
|
|
|
|
.. [2] Data file from:
|
|
http://vlado.fmf.uni-lj.si/pub/networks/data/Ucinet/UciData.htm
|
|
"""
|
|
# Create the set of all members, and the members of each club.
|
|
all_members = set(range(34))
|
|
club1 = {0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 19, 21}
|
|
# club2 = all_members - club1
|
|
|
|
G = nx.Graph()
|
|
G.add_nodes_from(all_members)
|
|
G.name = "Zachary's Karate Club"
|
|
|
|
zacharydat = """\
|
|
0 1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0
|
|
1 0 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0
|
|
1 1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0
|
|
1 1 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1
|
|
0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
|
|
1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
|
|
0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
|
|
1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
|
|
1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 1
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1
|
|
0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1
|
|
0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1
|
|
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1
|
|
0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
|
|
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 1
|
|
0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 1 0 1 0 1 1 0 0 0 0 0 1 1 1 0 1
|
|
0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1 1 1 0 1 1 0 0 1 1 1 1 1 1 1 0"""
|
|
|
|
for row, line in enumerate(zacharydat.split("\n")):
|
|
thisrow = [int(b) for b in line.split()]
|
|
for col, entry in enumerate(thisrow):
|
|
if entry == 1:
|
|
G.add_edge(row, col)
|
|
|
|
# Add the name of each member's club as a node attribute.
|
|
for v in G:
|
|
G.nodes[v]["club"] = "Mr. Hi" if v in club1 else "Officer"
|
|
return G
|
|
|
|
|
|
def davis_southern_women_graph():
|
|
"""Returns Davis Southern women social network.
|
|
|
|
This is a bipartite graph.
|
|
|
|
References
|
|
----------
|
|
.. [1] A. Davis, Gardner, B. B., Gardner, M. R., 1941. Deep South.
|
|
University of Chicago Press, Chicago, IL.
|
|
"""
|
|
G = nx.Graph()
|
|
# Top nodes
|
|
women = [
|
|
"Evelyn Jefferson",
|
|
"Laura Mandeville",
|
|
"Theresa Anderson",
|
|
"Brenda Rogers",
|
|
"Charlotte McDowd",
|
|
"Frances Anderson",
|
|
"Eleanor Nye",
|
|
"Pearl Oglethorpe",
|
|
"Ruth DeSand",
|
|
"Verne Sanderson",
|
|
"Myra Liddel",
|
|
"Katherina Rogers",
|
|
"Sylvia Avondale",
|
|
"Nora Fayette",
|
|
"Helen Lloyd",
|
|
"Dorothy Murchison",
|
|
"Olivia Carleton",
|
|
"Flora Price",
|
|
]
|
|
G.add_nodes_from(women, bipartite=0)
|
|
# Bottom nodes
|
|
events = [
|
|
"E1",
|
|
"E2",
|
|
"E3",
|
|
"E4",
|
|
"E5",
|
|
"E6",
|
|
"E7",
|
|
"E8",
|
|
"E9",
|
|
"E10",
|
|
"E11",
|
|
"E12",
|
|
"E13",
|
|
"E14",
|
|
]
|
|
G.add_nodes_from(events, bipartite=1)
|
|
|
|
G.add_edges_from(
|
|
[
|
|
("Evelyn Jefferson", "E1"),
|
|
("Evelyn Jefferson", "E2"),
|
|
("Evelyn Jefferson", "E3"),
|
|
("Evelyn Jefferson", "E4"),
|
|
("Evelyn Jefferson", "E5"),
|
|
("Evelyn Jefferson", "E6"),
|
|
("Evelyn Jefferson", "E8"),
|
|
("Evelyn Jefferson", "E9"),
|
|
("Laura Mandeville", "E1"),
|
|
("Laura Mandeville", "E2"),
|
|
("Laura Mandeville", "E3"),
|
|
("Laura Mandeville", "E5"),
|
|
("Laura Mandeville", "E6"),
|
|
("Laura Mandeville", "E7"),
|
|
("Laura Mandeville", "E8"),
|
|
("Theresa Anderson", "E2"),
|
|
("Theresa Anderson", "E3"),
|
|
("Theresa Anderson", "E4"),
|
|
("Theresa Anderson", "E5"),
|
|
("Theresa Anderson", "E6"),
|
|
("Theresa Anderson", "E7"),
|
|
("Theresa Anderson", "E8"),
|
|
("Theresa Anderson", "E9"),
|
|
("Brenda Rogers", "E1"),
|
|
("Brenda Rogers", "E3"),
|
|
("Brenda Rogers", "E4"),
|
|
("Brenda Rogers", "E5"),
|
|
("Brenda Rogers", "E6"),
|
|
("Brenda Rogers", "E7"),
|
|
("Brenda Rogers", "E8"),
|
|
("Charlotte McDowd", "E3"),
|
|
("Charlotte McDowd", "E4"),
|
|
("Charlotte McDowd", "E5"),
|
|
("Charlotte McDowd", "E7"),
|
|
("Frances Anderson", "E3"),
|
|
("Frances Anderson", "E5"),
|
|
("Frances Anderson", "E6"),
|
|
("Frances Anderson", "E8"),
|
|
("Eleanor Nye", "E5"),
|
|
("Eleanor Nye", "E6"),
|
|
("Eleanor Nye", "E7"),
|
|
("Eleanor Nye", "E8"),
|
|
("Pearl Oglethorpe", "E6"),
|
|
("Pearl Oglethorpe", "E8"),
|
|
("Pearl Oglethorpe", "E9"),
|
|
("Ruth DeSand", "E5"),
|
|
("Ruth DeSand", "E7"),
|
|
("Ruth DeSand", "E8"),
|
|
("Ruth DeSand", "E9"),
|
|
("Verne Sanderson", "E7"),
|
|
("Verne Sanderson", "E8"),
|
|
("Verne Sanderson", "E9"),
|
|
("Verne Sanderson", "E12"),
|
|
("Myra Liddel", "E8"),
|
|
("Myra Liddel", "E9"),
|
|
("Myra Liddel", "E10"),
|
|
("Myra Liddel", "E12"),
|
|
("Katherina Rogers", "E8"),
|
|
("Katherina Rogers", "E9"),
|
|
("Katherina Rogers", "E10"),
|
|
("Katherina Rogers", "E12"),
|
|
("Katherina Rogers", "E13"),
|
|
("Katherina Rogers", "E14"),
|
|
("Sylvia Avondale", "E7"),
|
|
("Sylvia Avondale", "E8"),
|
|
("Sylvia Avondale", "E9"),
|
|
("Sylvia Avondale", "E10"),
|
|
("Sylvia Avondale", "E12"),
|
|
("Sylvia Avondale", "E13"),
|
|
("Sylvia Avondale", "E14"),
|
|
("Nora Fayette", "E6"),
|
|
("Nora Fayette", "E7"),
|
|
("Nora Fayette", "E9"),
|
|
("Nora Fayette", "E10"),
|
|
("Nora Fayette", "E11"),
|
|
("Nora Fayette", "E12"),
|
|
("Nora Fayette", "E13"),
|
|
("Nora Fayette", "E14"),
|
|
("Helen Lloyd", "E7"),
|
|
("Helen Lloyd", "E8"),
|
|
("Helen Lloyd", "E10"),
|
|
("Helen Lloyd", "E11"),
|
|
("Helen Lloyd", "E12"),
|
|
("Dorothy Murchison", "E8"),
|
|
("Dorothy Murchison", "E9"),
|
|
("Olivia Carleton", "E9"),
|
|
("Olivia Carleton", "E11"),
|
|
("Flora Price", "E9"),
|
|
("Flora Price", "E11"),
|
|
]
|
|
)
|
|
G.graph["top"] = women
|
|
G.graph["bottom"] = events
|
|
return G
|
|
|
|
|
|
def florentine_families_graph():
|
|
"""Returns Florentine families graph.
|
|
|
|
References
|
|
----------
|
|
.. [1] Ronald L. Breiger and Philippa E. Pattison
|
|
Cumulated social roles: The duality of persons and their algebras,1
|
|
Social Networks, Volume 8, Issue 3, September 1986, Pages 215-256
|
|
"""
|
|
G = nx.Graph()
|
|
G.add_edge("Acciaiuoli", "Medici")
|
|
G.add_edge("Castellani", "Peruzzi")
|
|
G.add_edge("Castellani", "Strozzi")
|
|
G.add_edge("Castellani", "Barbadori")
|
|
G.add_edge("Medici", "Barbadori")
|
|
G.add_edge("Medici", "Ridolfi")
|
|
G.add_edge("Medici", "Tornabuoni")
|
|
G.add_edge("Medici", "Albizzi")
|
|
G.add_edge("Medici", "Salviati")
|
|
G.add_edge("Salviati", "Pazzi")
|
|
G.add_edge("Peruzzi", "Strozzi")
|
|
G.add_edge("Peruzzi", "Bischeri")
|
|
G.add_edge("Strozzi", "Ridolfi")
|
|
G.add_edge("Strozzi", "Bischeri")
|
|
G.add_edge("Ridolfi", "Tornabuoni")
|
|
G.add_edge("Tornabuoni", "Guadagni")
|
|
G.add_edge("Albizzi", "Ginori")
|
|
G.add_edge("Albizzi", "Guadagni")
|
|
G.add_edge("Bischeri", "Guadagni")
|
|
G.add_edge("Guadagni", "Lamberteschi")
|
|
return G
|
|
|
|
|
|
def les_miserables_graph():
|
|
"""Returns coappearance network of characters in the novel Les Miserables.
|
|
|
|
References
|
|
----------
|
|
.. [1] D. E. Knuth, 1993.
|
|
The Stanford GraphBase: a platform for combinatorial computing,
|
|
pp. 74-87. New York: AcM Press.
|
|
"""
|
|
G = nx.Graph()
|
|
G.add_edge("Napoleon", "Myriel", weight=1)
|
|
G.add_edge("MlleBaptistine", "Myriel", weight=8)
|
|
G.add_edge("MmeMagloire", "Myriel", weight=10)
|
|
G.add_edge("MmeMagloire", "MlleBaptistine", weight=6)
|
|
G.add_edge("CountessDeLo", "Myriel", weight=1)
|
|
G.add_edge("Geborand", "Myriel", weight=1)
|
|
G.add_edge("Champtercier", "Myriel", weight=1)
|
|
G.add_edge("Cravatte", "Myriel", weight=1)
|
|
G.add_edge("Count", "Myriel", weight=2)
|
|
G.add_edge("OldMan", "Myriel", weight=1)
|
|
G.add_edge("Valjean", "Labarre", weight=1)
|
|
G.add_edge("Valjean", "MmeMagloire", weight=3)
|
|
G.add_edge("Valjean", "MlleBaptistine", weight=3)
|
|
G.add_edge("Valjean", "Myriel", weight=5)
|
|
G.add_edge("Marguerite", "Valjean", weight=1)
|
|
G.add_edge("MmeDeR", "Valjean", weight=1)
|
|
G.add_edge("Isabeau", "Valjean", weight=1)
|
|
G.add_edge("Gervais", "Valjean", weight=1)
|
|
G.add_edge("Listolier", "Tholomyes", weight=4)
|
|
G.add_edge("Fameuil", "Tholomyes", weight=4)
|
|
G.add_edge("Fameuil", "Listolier", weight=4)
|
|
G.add_edge("Blacheville", "Tholomyes", weight=4)
|
|
G.add_edge("Blacheville", "Listolier", weight=4)
|
|
G.add_edge("Blacheville", "Fameuil", weight=4)
|
|
G.add_edge("Favourite", "Tholomyes", weight=3)
|
|
G.add_edge("Favourite", "Listolier", weight=3)
|
|
G.add_edge("Favourite", "Fameuil", weight=3)
|
|
G.add_edge("Favourite", "Blacheville", weight=4)
|
|
G.add_edge("Dahlia", "Tholomyes", weight=3)
|
|
G.add_edge("Dahlia", "Listolier", weight=3)
|
|
G.add_edge("Dahlia", "Fameuil", weight=3)
|
|
G.add_edge("Dahlia", "Blacheville", weight=3)
|
|
G.add_edge("Dahlia", "Favourite", weight=5)
|
|
G.add_edge("Zephine", "Tholomyes", weight=3)
|
|
G.add_edge("Zephine", "Listolier", weight=3)
|
|
G.add_edge("Zephine", "Fameuil", weight=3)
|
|
G.add_edge("Zephine", "Blacheville", weight=3)
|
|
G.add_edge("Zephine", "Favourite", weight=4)
|
|
G.add_edge("Zephine", "Dahlia", weight=4)
|
|
G.add_edge("Fantine", "Tholomyes", weight=3)
|
|
G.add_edge("Fantine", "Listolier", weight=3)
|
|
G.add_edge("Fantine", "Fameuil", weight=3)
|
|
G.add_edge("Fantine", "Blacheville", weight=3)
|
|
G.add_edge("Fantine", "Favourite", weight=4)
|
|
G.add_edge("Fantine", "Dahlia", weight=4)
|
|
G.add_edge("Fantine", "Zephine", weight=4)
|
|
G.add_edge("Fantine", "Marguerite", weight=2)
|
|
G.add_edge("Fantine", "Valjean", weight=9)
|
|
G.add_edge("MmeThenardier", "Fantine", weight=2)
|
|
G.add_edge("MmeThenardier", "Valjean", weight=7)
|
|
G.add_edge("Thenardier", "MmeThenardier", weight=13)
|
|
G.add_edge("Thenardier", "Fantine", weight=1)
|
|
G.add_edge("Thenardier", "Valjean", weight=12)
|
|
G.add_edge("Cosette", "MmeThenardier", weight=4)
|
|
G.add_edge("Cosette", "Valjean", weight=31)
|
|
G.add_edge("Cosette", "Tholomyes", weight=1)
|
|
G.add_edge("Cosette", "Thenardier", weight=1)
|
|
G.add_edge("Javert", "Valjean", weight=17)
|
|
G.add_edge("Javert", "Fantine", weight=5)
|
|
G.add_edge("Javert", "Thenardier", weight=5)
|
|
G.add_edge("Javert", "MmeThenardier", weight=1)
|
|
G.add_edge("Javert", "Cosette", weight=1)
|
|
G.add_edge("Fauchelevent", "Valjean", weight=8)
|
|
G.add_edge("Fauchelevent", "Javert", weight=1)
|
|
G.add_edge("Bamatabois", "Fantine", weight=1)
|
|
G.add_edge("Bamatabois", "Javert", weight=1)
|
|
G.add_edge("Bamatabois", "Valjean", weight=2)
|
|
G.add_edge("Perpetue", "Fantine", weight=1)
|
|
G.add_edge("Simplice", "Perpetue", weight=2)
|
|
G.add_edge("Simplice", "Valjean", weight=3)
|
|
G.add_edge("Simplice", "Fantine", weight=2)
|
|
G.add_edge("Simplice", "Javert", weight=1)
|
|
G.add_edge("Scaufflaire", "Valjean", weight=1)
|
|
G.add_edge("Woman1", "Valjean", weight=2)
|
|
G.add_edge("Woman1", "Javert", weight=1)
|
|
G.add_edge("Judge", "Valjean", weight=3)
|
|
G.add_edge("Judge", "Bamatabois", weight=2)
|
|
G.add_edge("Champmathieu", "Valjean", weight=3)
|
|
G.add_edge("Champmathieu", "Judge", weight=3)
|
|
G.add_edge("Champmathieu", "Bamatabois", weight=2)
|
|
G.add_edge("Brevet", "Judge", weight=2)
|
|
G.add_edge("Brevet", "Champmathieu", weight=2)
|
|
G.add_edge("Brevet", "Valjean", weight=2)
|
|
G.add_edge("Brevet", "Bamatabois", weight=1)
|
|
G.add_edge("Chenildieu", "Judge", weight=2)
|
|
G.add_edge("Chenildieu", "Champmathieu", weight=2)
|
|
G.add_edge("Chenildieu", "Brevet", weight=2)
|
|
G.add_edge("Chenildieu", "Valjean", weight=2)
|
|
G.add_edge("Chenildieu", "Bamatabois", weight=1)
|
|
G.add_edge("Cochepaille", "Judge", weight=2)
|
|
G.add_edge("Cochepaille", "Champmathieu", weight=2)
|
|
G.add_edge("Cochepaille", "Brevet", weight=2)
|
|
G.add_edge("Cochepaille", "Chenildieu", weight=2)
|
|
G.add_edge("Cochepaille", "Valjean", weight=2)
|
|
G.add_edge("Cochepaille", "Bamatabois", weight=1)
|
|
G.add_edge("Pontmercy", "Thenardier", weight=1)
|
|
G.add_edge("Boulatruelle", "Thenardier", weight=1)
|
|
G.add_edge("Eponine", "MmeThenardier", weight=2)
|
|
G.add_edge("Eponine", "Thenardier", weight=3)
|
|
G.add_edge("Anzelma", "Eponine", weight=2)
|
|
G.add_edge("Anzelma", "Thenardier", weight=2)
|
|
G.add_edge("Anzelma", "MmeThenardier", weight=1)
|
|
G.add_edge("Woman2", "Valjean", weight=3)
|
|
G.add_edge("Woman2", "Cosette", weight=1)
|
|
G.add_edge("Woman2", "Javert", weight=1)
|
|
G.add_edge("MotherInnocent", "Fauchelevent", weight=3)
|
|
G.add_edge("MotherInnocent", "Valjean", weight=1)
|
|
G.add_edge("Gribier", "Fauchelevent", weight=2)
|
|
G.add_edge("MmeBurgon", "Jondrette", weight=1)
|
|
G.add_edge("Gavroche", "MmeBurgon", weight=2)
|
|
G.add_edge("Gavroche", "Thenardier", weight=1)
|
|
G.add_edge("Gavroche", "Javert", weight=1)
|
|
G.add_edge("Gavroche", "Valjean", weight=1)
|
|
G.add_edge("Gillenormand", "Cosette", weight=3)
|
|
G.add_edge("Gillenormand", "Valjean", weight=2)
|
|
G.add_edge("Magnon", "Gillenormand", weight=1)
|
|
G.add_edge("Magnon", "MmeThenardier", weight=1)
|
|
G.add_edge("MlleGillenormand", "Gillenormand", weight=9)
|
|
G.add_edge("MlleGillenormand", "Cosette", weight=2)
|
|
G.add_edge("MlleGillenormand", "Valjean", weight=2)
|
|
G.add_edge("MmePontmercy", "MlleGillenormand", weight=1)
|
|
G.add_edge("MmePontmercy", "Pontmercy", weight=1)
|
|
G.add_edge("MlleVaubois", "MlleGillenormand", weight=1)
|
|
G.add_edge("LtGillenormand", "MlleGillenormand", weight=2)
|
|
G.add_edge("LtGillenormand", "Gillenormand", weight=1)
|
|
G.add_edge("LtGillenormand", "Cosette", weight=1)
|
|
G.add_edge("Marius", "MlleGillenormand", weight=6)
|
|
G.add_edge("Marius", "Gillenormand", weight=12)
|
|
G.add_edge("Marius", "Pontmercy", weight=1)
|
|
G.add_edge("Marius", "LtGillenormand", weight=1)
|
|
G.add_edge("Marius", "Cosette", weight=21)
|
|
G.add_edge("Marius", "Valjean", weight=19)
|
|
G.add_edge("Marius", "Tholomyes", weight=1)
|
|
G.add_edge("Marius", "Thenardier", weight=2)
|
|
G.add_edge("Marius", "Eponine", weight=5)
|
|
G.add_edge("Marius", "Gavroche", weight=4)
|
|
G.add_edge("BaronessT", "Gillenormand", weight=1)
|
|
G.add_edge("BaronessT", "Marius", weight=1)
|
|
G.add_edge("Mabeuf", "Marius", weight=1)
|
|
G.add_edge("Mabeuf", "Eponine", weight=1)
|
|
G.add_edge("Mabeuf", "Gavroche", weight=1)
|
|
G.add_edge("Enjolras", "Marius", weight=7)
|
|
G.add_edge("Enjolras", "Gavroche", weight=7)
|
|
G.add_edge("Enjolras", "Javert", weight=6)
|
|
G.add_edge("Enjolras", "Mabeuf", weight=1)
|
|
G.add_edge("Enjolras", "Valjean", weight=4)
|
|
G.add_edge("Combeferre", "Enjolras", weight=15)
|
|
G.add_edge("Combeferre", "Marius", weight=5)
|
|
G.add_edge("Combeferre", "Gavroche", weight=6)
|
|
G.add_edge("Combeferre", "Mabeuf", weight=2)
|
|
G.add_edge("Prouvaire", "Gavroche", weight=1)
|
|
G.add_edge("Prouvaire", "Enjolras", weight=4)
|
|
G.add_edge("Prouvaire", "Combeferre", weight=2)
|
|
G.add_edge("Feuilly", "Gavroche", weight=2)
|
|
G.add_edge("Feuilly", "Enjolras", weight=6)
|
|
G.add_edge("Feuilly", "Prouvaire", weight=2)
|
|
G.add_edge("Feuilly", "Combeferre", weight=5)
|
|
G.add_edge("Feuilly", "Mabeuf", weight=1)
|
|
G.add_edge("Feuilly", "Marius", weight=1)
|
|
G.add_edge("Courfeyrac", "Marius", weight=9)
|
|
G.add_edge("Courfeyrac", "Enjolras", weight=17)
|
|
G.add_edge("Courfeyrac", "Combeferre", weight=13)
|
|
G.add_edge("Courfeyrac", "Gavroche", weight=7)
|
|
G.add_edge("Courfeyrac", "Mabeuf", weight=2)
|
|
G.add_edge("Courfeyrac", "Eponine", weight=1)
|
|
G.add_edge("Courfeyrac", "Feuilly", weight=6)
|
|
G.add_edge("Courfeyrac", "Prouvaire", weight=3)
|
|
G.add_edge("Bahorel", "Combeferre", weight=5)
|
|
G.add_edge("Bahorel", "Gavroche", weight=5)
|
|
G.add_edge("Bahorel", "Courfeyrac", weight=6)
|
|
G.add_edge("Bahorel", "Mabeuf", weight=2)
|
|
G.add_edge("Bahorel", "Enjolras", weight=4)
|
|
G.add_edge("Bahorel", "Feuilly", weight=3)
|
|
G.add_edge("Bahorel", "Prouvaire", weight=2)
|
|
G.add_edge("Bahorel", "Marius", weight=1)
|
|
G.add_edge("Bossuet", "Marius", weight=5)
|
|
G.add_edge("Bossuet", "Courfeyrac", weight=12)
|
|
G.add_edge("Bossuet", "Gavroche", weight=5)
|
|
G.add_edge("Bossuet", "Bahorel", weight=4)
|
|
G.add_edge("Bossuet", "Enjolras", weight=10)
|
|
G.add_edge("Bossuet", "Feuilly", weight=6)
|
|
G.add_edge("Bossuet", "Prouvaire", weight=2)
|
|
G.add_edge("Bossuet", "Combeferre", weight=9)
|
|
G.add_edge("Bossuet", "Mabeuf", weight=1)
|
|
G.add_edge("Bossuet", "Valjean", weight=1)
|
|
G.add_edge("Joly", "Bahorel", weight=5)
|
|
G.add_edge("Joly", "Bossuet", weight=7)
|
|
G.add_edge("Joly", "Gavroche", weight=3)
|
|
G.add_edge("Joly", "Courfeyrac", weight=5)
|
|
G.add_edge("Joly", "Enjolras", weight=5)
|
|
G.add_edge("Joly", "Feuilly", weight=5)
|
|
G.add_edge("Joly", "Prouvaire", weight=2)
|
|
G.add_edge("Joly", "Combeferre", weight=5)
|
|
G.add_edge("Joly", "Mabeuf", weight=1)
|
|
G.add_edge("Joly", "Marius", weight=2)
|
|
G.add_edge("Grantaire", "Bossuet", weight=3)
|
|
G.add_edge("Grantaire", "Enjolras", weight=3)
|
|
G.add_edge("Grantaire", "Combeferre", weight=1)
|
|
G.add_edge("Grantaire", "Courfeyrac", weight=2)
|
|
G.add_edge("Grantaire", "Joly", weight=2)
|
|
G.add_edge("Grantaire", "Gavroche", weight=1)
|
|
G.add_edge("Grantaire", "Bahorel", weight=1)
|
|
G.add_edge("Grantaire", "Feuilly", weight=1)
|
|
G.add_edge("Grantaire", "Prouvaire", weight=1)
|
|
G.add_edge("MotherPlutarch", "Mabeuf", weight=3)
|
|
G.add_edge("Gueulemer", "Thenardier", weight=5)
|
|
G.add_edge("Gueulemer", "Valjean", weight=1)
|
|
G.add_edge("Gueulemer", "MmeThenardier", weight=1)
|
|
G.add_edge("Gueulemer", "Javert", weight=1)
|
|
G.add_edge("Gueulemer", "Gavroche", weight=1)
|
|
G.add_edge("Gueulemer", "Eponine", weight=1)
|
|
G.add_edge("Babet", "Thenardier", weight=6)
|
|
G.add_edge("Babet", "Gueulemer", weight=6)
|
|
G.add_edge("Babet", "Valjean", weight=1)
|
|
G.add_edge("Babet", "MmeThenardier", weight=1)
|
|
G.add_edge("Babet", "Javert", weight=2)
|
|
G.add_edge("Babet", "Gavroche", weight=1)
|
|
G.add_edge("Babet", "Eponine", weight=1)
|
|
G.add_edge("Claquesous", "Thenardier", weight=4)
|
|
G.add_edge("Claquesous", "Babet", weight=4)
|
|
G.add_edge("Claquesous", "Gueulemer", weight=4)
|
|
G.add_edge("Claquesous", "Valjean", weight=1)
|
|
G.add_edge("Claquesous", "MmeThenardier", weight=1)
|
|
G.add_edge("Claquesous", "Javert", weight=1)
|
|
G.add_edge("Claquesous", "Eponine", weight=1)
|
|
G.add_edge("Claquesous", "Enjolras", weight=1)
|
|
G.add_edge("Montparnasse", "Javert", weight=1)
|
|
G.add_edge("Montparnasse", "Babet", weight=2)
|
|
G.add_edge("Montparnasse", "Gueulemer", weight=2)
|
|
G.add_edge("Montparnasse", "Claquesous", weight=2)
|
|
G.add_edge("Montparnasse", "Valjean", weight=1)
|
|
G.add_edge("Montparnasse", "Gavroche", weight=1)
|
|
G.add_edge("Montparnasse", "Eponine", weight=1)
|
|
G.add_edge("Montparnasse", "Thenardier", weight=1)
|
|
G.add_edge("Toussaint", "Cosette", weight=2)
|
|
G.add_edge("Toussaint", "Javert", weight=1)
|
|
G.add_edge("Toussaint", "Valjean", weight=1)
|
|
G.add_edge("Child1", "Gavroche", weight=2)
|
|
G.add_edge("Child2", "Gavroche", weight=2)
|
|
G.add_edge("Child2", "Child1", weight=3)
|
|
G.add_edge("Brujon", "Babet", weight=3)
|
|
G.add_edge("Brujon", "Gueulemer", weight=3)
|
|
G.add_edge("Brujon", "Thenardier", weight=3)
|
|
G.add_edge("Brujon", "Gavroche", weight=1)
|
|
G.add_edge("Brujon", "Eponine", weight=1)
|
|
G.add_edge("Brujon", "Claquesous", weight=1)
|
|
G.add_edge("Brujon", "Montparnasse", weight=1)
|
|
G.add_edge("MmeHucheloup", "Bossuet", weight=1)
|
|
G.add_edge("MmeHucheloup", "Joly", weight=1)
|
|
G.add_edge("MmeHucheloup", "Grantaire", weight=1)
|
|
G.add_edge("MmeHucheloup", "Bahorel", weight=1)
|
|
G.add_edge("MmeHucheloup", "Courfeyrac", weight=1)
|
|
G.add_edge("MmeHucheloup", "Gavroche", weight=1)
|
|
G.add_edge("MmeHucheloup", "Enjolras", weight=1)
|
|
return G
|