| """ |
| Famous social networks. |
| """ |
|
|
| import networkx as nx |
|
|
| __all__ = [ |
| "karate_club_graph", |
| "davis_southern_women_graph", |
| "florentine_families_graph", |
| "les_miserables_graph", |
| ] |
|
|
|
|
| @nx._dispatchable(graphs=None, returns_graph=True) |
| 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'. Each edge has a weight based on the |
| number of contexts in which that edge's incident node members interacted. |
| |
| The dataset is derived from the 'Club After Split From Data' column of Table 3 in [1]_. |
| This was in turn derived from the 'Club After Fission' column of Table 1 in the |
| same paper. Note that the nodes are 0-indexed in NetworkX, but 1-indexed in the |
| paper (the 'Individual Number in Matrix C' column of Table 3 starts at 1). This |
| means, for example, that ``G.nodes[9]["club"]`` returns 'Officer', which |
| corresponds to row 10 of Table 3 in the paper. |
| |
| 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). |
| """ |
| |
| all_members = set(range(34)) |
| club1 = {0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 19, 21} |
| |
|
|
| G = nx.Graph() |
| G.add_nodes_from(all_members) |
| G.name = "Zachary's Karate Club" |
|
|
| zacharydat = """\ |
| 0 4 5 3 3 3 3 2 2 0 2 3 2 3 0 0 0 2 0 2 0 2 0 0 0 0 0 0 0 0 0 2 0 0 |
| 4 0 6 3 0 0 0 4 0 0 0 0 0 5 0 0 0 1 0 2 0 2 0 0 0 0 0 0 0 0 2 0 0 0 |
| 5 6 0 3 0 0 0 4 5 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 3 0 |
| 3 3 3 0 0 0 0 3 0 0 0 0 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 |
| 3 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 |
| 3 0 0 0 0 0 5 0 0 0 3 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 |
| 3 0 0 0 2 5 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 |
| 2 4 4 3 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 |
| 2 0 5 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 3 0 4 3 |
| 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 2 |
| 2 0 0 0 3 3 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 |
| 3 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 3 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 |
| 3 5 3 3 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 3 |
| 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 3 2 |
| 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 3 4 |
| 0 0 0 0 0 3 3 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 |
| 2 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 2 |
| 2 2 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 3 1 |
| 2 2 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 2 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 5 0 4 0 2 0 0 5 4 |
| 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 2 0 3 0 0 0 2 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 5 2 0 0 0 0 0 0 7 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 4 0 0 0 2 |
| 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 3 0 0 0 0 0 0 0 0 4 |
| 0 0 2 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 2 0 2 |
| 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 4 0 0 0 0 0 3 2 |
| 0 2 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 3 |
| 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 7 0 0 2 0 0 0 4 4 |
| 0 0 2 0 0 0 0 0 3 0 0 0 0 0 3 3 0 0 1 0 3 0 2 5 0 0 0 0 0 4 3 4 0 5 |
| 0 0 0 0 0 0 0 0 4 2 0 0 0 3 2 4 0 0 2 1 1 0 3 4 0 0 2 4 2 2 3 4 5 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, weight=entry) |
|
|
| |
| for v in G: |
| G.nodes[v]["club"] = "Mr. Hi" if v in club1 else "Officer" |
| return G |
|
|
|
|
| @nx._dispatchable(graphs=None, returns_graph=True) |
| 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() |
| |
| 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) |
| |
| 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 |
|
|
|
|
| @nx._dispatchable(graphs=None, returns_graph=True) |
| 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 |
|
|
|
|
| @nx._dispatchable(graphs=None, returns_graph=True) |
| 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 |
|
|
