U 9v fX@s<dZddlZddddgZddZddZd dZd dZdS) z Famous social networks. Nkarate_club_graphdavis_southern_women_graphflorentine_families_graphles_miserables_graphc Csttd}dddddddd d d d d dddddh}t}||d|_d}t|dD]D\}}dd|D}t|D] \}}|dkr~|j|||dq~q\|D]} | |krdnd|j | d<q|S)aReturns 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. 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). "r zZachary's Karate Cluba 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 cSsg|] }t|qS)int).0brr>/tmp/pip-unpacked-wheel-_lngutwb/networkx/generators/social.py Tsz%karate_club_graph..ZweightzMr. HiZOfficerZclub) setrangenxGraphadd_nodes_fromname enumeratesplitadd_edgeZnodes) Z all_membersZclub1GZ zacharydatrowlineZthisrowcolentryvrrrrs & $c[Cs@t}ddddddddd d d d d dddddg}|j|dddddddddddddd d!d"g}|j|d#d|d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;dd?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzd{d|gY||jd}<||jd~<|S)zReturns 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. Evelyn JeffersonLaura MandevilleTheresa Anderson Brenda RogersCharlotte McDowdFrances Anderson Eleanor NyePearl Oglethorpe Ruth DeSandVerne Sanderson Myra LiddelKatherina RogersSylvia Avondale Nora Fayette Helen LloydDorothy MurchisonOlivia Carleton Flora Pricer)Z bipartiteE1E2E3E4E5E6E7E8E9E10E11E12E13E14r)r.r@)r.rA)r.rB)r.rC)r.rD)r.rE)r.rG)r.rH)r/r@)r/rA)r/rB)r/rD)r/rE)r/rF)r/rG)r0rA)r0rB)r0rC)r0rD)r0rE)r0rF)r0rG)r0rH)r1r@)r1rB)r1rC)r1rD)r1rE)r1rF)r1rG)r2rB)r2rC)r2rD)r2rF)r3rB)r3rD)r3rE)r3rG)r4rD)r4rE)r4rF)r4rG)r5rE)r5rG)r5rH)r6rD)r6rF)r6rG)r6rH)r7rF)r7rG)r7rH)r7rK)r8rG)r8rH)r8rI)r8rK)r9rG)r9rH)r9rI)r9rK)r9rL)r9rM)r:rF)r:rG)r:rH)r:rI)r:rK)r:rL)r:rM)r;rE)r;rF)r;rH)r;rI)r;rJ)r;rK)r;rL)r;rM)r<rF)r<rG)r<rI)r<rJ)r<rK)r=rG)r=rH)r>rH)r>rJ)r?rH)r?rJtopZbottom)r!r"r#Zadd_edges_fromgraph)r(Zwomeneventsrrrr_s ]  cCst}|dd|dd|dd|dd|dd|dd|dd|dd |dd |d d |dd|dd |dd|dd |dd|dd |d d|d d |d d |d d|S)aReturns 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 Z AcciaiuoliZMediciZ CastellaniZPeruzziZStrozziZ BarbadoriZRidolfiZ TornabuoniZAlbizziZSalviatiZPazziZBischeriZGuadagniZGinoriZ Lamberteschir!r"r'r(rrrrs,                     cCst}|jdddd|jdddd|jdddd|jddd d|jd ddd|jd ddd|jd ddd|jd ddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jdddd|jd ddd|jd ddd|jd ddd|jd ddd|jd ddd|jd ddd|jd!ddd|jd!ddd|jd!ddd|jd!ddd|jd!ddd|jd!ddd|jd!d dd|jd!ddd|jd!dd"d|jd#d!dd|jd#dd$d|jd%d#d&d|jd%d!dd|jd%dd'd|jd(d#dd|jd(dd)d|jd(ddd|jd(d%dd|jd*dd+d|jd*d!dd|jd*d%dd|jd*d#dd|jd*d(dd|jd,ddd|jd,d*dd|jd-d!dd|jd-d*dd|jd-ddd|jd.d!dd|jd/d.dd|jd/ddd|jd/d!dd|jd/d*dd|jd0ddd|jd1ddd|jd1d*dd|jd2ddd|jd2d-dd|jd3ddd|jd3d2dd|jd3d-dd|jd4d2dd|jd4d3dd|jd4ddd|jd4d-dd|jd5d2dd|jd5d3dd|jd5d4dd|jd5ddd|jd5d-dd|jd6d2dd|jd6d3dd|jd6d4dd|jd6d5dd|jd6ddd|jd6d-dd|jd7d%dd|jd8d%dd|jd9d#dd|jd9d%dd|jd:d9dd|jd:d%dd|jd:d#dd|jd;ddd|jd;d(dd|jd;d*dd|jdd?dd|jd@d>dd|jd@d%dd|jd@d*dd|jd@ddd|jdAd(dd|jdAddd|jdBdAdd|jdBd#dd|jdCdAd"d|jdCd(dd|jdCddd|jdDdCdd|jdDd7dd|jdEdCdd|jdFdCdd|jdFdAdd|jdFd(dd|jdGdCd d|jdGdAd'd|jdGd7dd|jdGdFdd|jdGd(dHd|jdGddId|jdGddd|jdGd%dd|jdGd9dd|jdGd@dd|jdJdAdd|jdJdGdd|jdKdGdd|jdKd9dd|jdKd@dd|jdLdGd$d|jdLd@d$d|jdLd*d d|jdLdKdd|jdLddd|jdMdLdNd|jdMdGdd|jdMd@d d|jdMdKdd|jdOd@dd|jdOdLdd|jdOdMdd|jdPd@dd|jdPdLd d|jdPdOdd|jdPdMdd|jdPdKdd|jdPdGdd|jdQdGd"d|jdQdLd+d|jdQdMd&d|jdQd@d$d|jdQdKdd|jdQd9dd|jdQdPd d|jdQdOdd|jdRdMdd|jdRd@dd|jdRdQd d|jdRdKdd|jdRdLdd|jdRdPdd|jdRdOdd|jdRdGdd|jdSdGdd|jdSdQd'd|jdSd@dd|jdSdRdd|jdSdLdd|jdSdPd d|jdSdOdd|jdSdMd"d|jdSdKdd|jdSddd|jdTdRdd|jdTdSd$d|jdTd@dd|jdTdQdd|jdTdLdd|jdTdPdd|jdTdOdd|jdTdMdd|jdTdKdd|jdTdGdd|jdUdSdd|jdUdLdd|jdUdMdd|jdUdQdd|jdUdTdd|jdUd@dd|jdUdRdd|jdUdPdd|jdUdOdd|jdVdKdd|jdWd%dd|jdWddd|jdWd#dd|jdWd*dd|jdWd@dd|jdWd9dd|jdXd%d d|jdXdWd d|jdXddd|jdXd#dd|jdXd*dd|jdXd@dd|jdXd9dd|jdYd%dd|jdYdXdd|jdYdWdd|jdYddd|jdYd#dd|jdYd*dd|jdYd9dd|jdYdLdd|jdZd*dd|jdZdXdd|jdZdWdd|jdZdYdd|jdZddd|jdZd@dd|jdZd9dd|jdZd%dd|jd[d(dd|jd[d*dd|jd[ddd|jd\d@dd|jd]d@dd|jd]d\dd|jd^dXdd|jd^dWdd|jd^d%dd|jd^d@dd|jd^d9dd|jd^dYdd|jd^dZdd|jd_dSdd|jd_dTdd|jd_dUdd|jd_dRdd|jd_dQdd|jd_d@dd|jd_dLdd|S)`zReturns coappearance network of characters in the novel Les Miserables. 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