In [1]:

    

import sys, os
import networkx as nx
from nxpd import draw
sys.path.insert(0, os.path.join('..'))


    

In [2]:

    

from socialgraph.socialgraph import elect_committee, paint_graph, compute_powers

graph_file = os.path.join('..', 'datasets', 'wiki.graphml')
G = nx.read_graphml(graph_file)

print("{0} nodes {1} edges".format(len(G.nodes()), len(G.edges())))


    

    




7115 nodes 103689 edges

In [3]:

    

committee = elect_committee(G, 5)


    

In [5]:

    

print(committee)


    

    




{'1186': ['1177', '1176', '1175', '1174', '1173', '1172', '1171', '1178', '2519', '2538', '2530', '2536', '2537', '2534', '2355', '1181', '2527', '2526', '2521', '2520', '2522', '2529', '2528', '2540', '1186', '1180', '2142'], '8293': ['3416', '3418', '4025', '4028', '3229', '8293', '3497', '3494', '3493', '3500', '3235', '3423', '3427', '3426', '3425', '3424', '3232', '3230', '3231', '3234'], '2625': ['3272', '212', '2574', '1775', '1777', '2616', '2615', '2614', '2610', '3281', '3277', '3273', '3278', '3279', '2606', '2607', '2624', '2625', '3129', '3124', '2349'], '214': ['214', '210', '198', '195', '196', '190', '2861', '2864', '2868', '2869', '200', '207', '206', '181', '189', '2870'], '2470': ['5988', '5989', '5982', '5983', '5980', '5981', '5986', '5987', '5984', '5985', '6797', '6794', '6795', '6793', '6790', '6798', '270', '273', '275', '276', '277', '3519', '3518', '3513', '3512', '1210', '3515', '2688', '2689', '2686', '2687', '2680', '2683', '99', '98', '91', '90', '93', '92', '95', '94', '96', '1376', '1170', '1179', '7188', '7189', '7180', '7181', '7183', '7184', '7187', '1226', '872', '621', '873', '620', '870', '871', '8013', '8012', '8011', '8010', '7456', '7457', '7454', '7455', '7452', '7453', '7451', '7458', '7459', '4591', '4596', '4597', '2747', '2746', '4844', '4845', '4598', '6536', '4847', '6537', '6534', '6535', '2038', '2314', '2315', '395', '399', '398', '2309', '2308', '4725', '2300', '4726', '4721', '4720', '4723', '2306', '5846', '3748', '3749', '3746', '3747', '3744', '3742', '3743', '4622', '4623', '4624', '4625', '4626', '4627', '4629', '179', '178', '177', '176', '175', '174', '173', '172', '171', '7218', '7219', '7217', '6217', '6216', '6213', '6212', '6219', '6218', '6819', '6818', '6811', '6810', '6813', '6812', '6815', '6816', '7661', '7663', '7665', '7664', '7666', '1769', '1762', '1763', '1760', '1761', '1766', '1767', '1764', '1765', '692', '1547', '690', '691', '1542', '697', '695', '698', '699', '1548', '1549', '5612', '5613', '5610', '5611', '5616', '5617', '5614', '5615', '366', '367', '6779', '6774', '6775', '6776', '6770', '6771', '6772', '6773', '258', '259', '365', '253', '251', '256', '257', '254', '255', '4665', '3689', '3688', '3683', '3682', '3681', '3687', '3686', '3685', '3684', '2518', '2514', '2515', '2516', '2517', '2510', '2511', '2512', '2513', '3531', '3530', '3532', '5059', '3536', '3539', '5050', '5051', '5053', '1159', '1158', '1155', '1154', '1157', '1156', '1151', '1150', '8035', '8036', '4298', '4295', '4297', '4291', '4290', '4292', '4749', '4748', '4742', '4741', '4746', '4745', '4744', '5868', '5861', '5862', '2181', '2180', '2187', '2186', '2184', '4607', '2189', '2188', '4602', '4600', '4601', '6451', '6906', '6453', '6452', '6455', '6902', '151', '150', '153', '152', '155', '154', '157', '156', '159', '158', '6456', '6459', '6187', '6186', '6185', '6184', '6183', '6182', '6181', '6180', '6954', '8133', '6188', '2727', '2725', '2724', '2723', '2722', '2721', '2728', '7236', '7237', '7235', '7232', '7233', '7230', '7231', '7948', '7949', '7238', '7239', '6239', '6236', '6230', '6232', '7932', '818', '819', '810', '812', '813', '816', '1700', '1701', '5265', '1703', '5263', '1705', '1706', '1707', '1708', '1709', '5269', '4574', '2093', '4577', '3959', '3029', '3028', '3027', '3026', '3025', '3024', '3022', '3021', '3020', '4198', '4199', '4197', '4194', '4192', '4190', '4191', '5670', '5671', '5674', '5675', '347', '473', '6436', '8199', '6758', '6759', '6752', '6753', '6751', '6755', '343', '238', '239', '234', '235', '236', '237', '230', '231', '232', '233', '2531', '2535', '5078', '5079', '5072', '5070', '5071', '5077', '933', '932', '931', '937', '935', '5380', '5381', '5382', '5384', '5385', '5386', '5387', '797', '796', '795', '794', '792', '791', '2413', '799', '798', '2144', '2415', '2414', '1139', '1138', '2417', '1133', '1132', '1137', '1135', '1134', '7140', '7142', '4972', '4973', '8053', '8052', '8051', '8050', '8057', '8056', '8055', '8054', '2882', '2883', '2881', '2886', '2887', '2884', '2885', '7492', '7493', '7490', '1921', '1922', '1923', '1925', '3270', '3271', '4761', '4760', '4763', '4762', '4765', '4764', '4767', '4766', '5809', '5808', '5803', '5802', '5801', '5800', '5807', '5806', '5805', '5804', '1575', '682', '6935', '3313', '4889', '2709', '2708', '4881', '2707', '2706', '4884', '2700', '2702', '7966', '7967', '7964', '7968', '7969', '832', '3475', '830', '831', '836', '837', '3472', '838', '3478', '3479', '5249', '5248', '1728', '1729', '1722', '1720', '7931', '7930', '7933', '3005', '3004', '3007', '3006', '3001', '3000', '3003', '3002', '7287', '3009', '3008', '7934', '1588', '1589', '7937', '1582', '1583', '1587', '1584', '1585', '3317', '3316', '5658', '5659', '5656', '5657', '5655', '5652', '5653', '5651', '6415', '6414', '6416', '6411', '6410', '6413', '6412', '7775', '7774', '7772', '7771', '7770', '7779', '3917', '3916', '3912', '3911', '3910', '3919', '3918', '6730', '6731', '6732', '6734', '6736', '460', '216', '215', '213', '211', '218', '6082', '6081', '3648', '3647', '3646', '3645', '3643', '3642', '3641', '2550', '2551', '2552', '2555', '2557', '2558', '2559', '5010', '5011', '5012', '5013', '5015', '5016', '5017', '5018', '5019', '4416', '4415', '4412', '919', '918', '915', '914', '917', '916', '911', '910', '913', '912', '7160', '7164', '7165', '1213', '8071', '8070', '8072', '8077', '1211', '1216', '636', '637', '1111', '1110', '1445', '1444', '1443', '1114', '1441', '1440', '1449', '1448', '2005', '4856', '4587', '2009', '4581', '2301', '4851', '4582', '2302', '2307', '4789', '4788', '4787', '4786', '4785', '4782', '4781', '5821', '5820', '5823', '5822', '5824', '5827', '5829', '199', '194', '197', '191', '193', '192', '2769', '2768', '2762', '2760', '2767', '2766', '2765', '2764', '7900', '7901', '7902', '7903', '7904', '7906', '7907', '6271', '6270', '6272', '6274', '4916', '854', '3450', '3451', '3456', '3457', '3454', '3455', '3458', '3459', '859', '6', '5222', '5221', '5220', '5226', '4588', '469', '3062', '3061', '3060', '3066', '1304', '1305', '1306', '1301', '1302', '1303', '1308', '1309', '498', '499', '494', '495', '497', '490', '6479', '6478', '6471', '6477', '6474', '7759', '7755', '7754', '7756', '7753', '7752', '3931', '3930', '3932', '6719', '6717', '6714', '6712', '6713', '6710', '6711', '4044', '4045', '4046', '4040', '4041', '4042', '3665', '3664', '3667', '3666', '3661', '3660', '3663', '3662', '5582', '2578', '2576', '2572', '5583', '2570', '3593', '3591', '3590', '3597', '3596', '5038', '3594', '5036', '5037', '3599', '5035', '5032', '5031', '4435', '4434', '4437', '4436', '4431', '4430', '4433', '4432', '4439', '4438', '975', '974', '973', '971', '970', '978', '1243', '3386', '7100', '7104', '6487', '5410', '3380', '3381', '1681', '1680', '1683', '1682', '1685', '1684', '1687', '1686', '1689', '1688', '1469', '1468', '1465', '1467', '1466', '1463', '1462', '4238', '4234', '4233', '4232', '4231', '5591', '5590', '5595', '5594', '5596', '319', '318', '313', '312', '311', '310', '317', '316', '315', '4212', '443', '441', '440', '1331', '445', '444', '2299', '2298', '2293', '2292', '2291', '2290', '2297', '2296', '2295', '2294', '7924', '7293', '7294', '7295', '7296', '7298', '7299', '7928', '7929', '38', '6299', '6298', '6295', '4672', '35', '3438', '3439', '879', '877', '3433', '3434', '3435', '3436', '3437', '2741', '2740', '2035', '2034', '2033', '4849', '2031', '2030', '2749', '2748', '4846', '4599', '4840', '4841', '4842', '4843', '4937', '5201', '5200', '5203', '5202', '5207', '3049', '3041', '3040', '3043', '3042', '3044', '3047', '3046', '1913', '1094', '1095', '1096', '1097', '1090', '1093', '1098', '1099', '1322', '1320', '1326', '1324', '1328', '1329', '6907', '6450', '6905', '6457', '6900', '6458', '6909', '6908', '1917', '7738', '7733', '7737', '7736', '1916', '3958', '3953', '3952', '3956', '3955', '3954', '4062', '4063', '4061', '4066', '4067', '4064', '4065', '4068', '4069', '5785', '5786', '5787', '5781', '5783', '5788', '3603', '3602', '3601', '3600', '3607', '3606', '3605', '3604', '4593', '4451', '4457', '4456', '4455', '4454', '4459', '4458', '959', '951', '950', '954', '957', '956', '6334', '6330', '6331', '6332', '6333', '6339', '2174', '7128', '7129', '7126', '7127', '7124', '7125', '7122', '2178', '7120', '7121', '2179', '1668', '1667', '1666', '1665', '1664', '1663', '1662', '1661', '1660', '591', '590', '593', '592', '595', '594', '597', '596', '599', '598', '2822', '5415', '3384', '3385', '3382', '3383', '5418', '5419', '3388', '1403', '1401', '1400', '1407', '4215', '4214', '4211', '4210', '4213', '4219', '1545', '696', '1543', '1933', '1540', '5579', '3260', '5577', '5576', '1541', '5573', '5572', '5571', '1930', '5799', '5798', '339', '338', '335', '334', '337', '331', '330', '333', '3269', '3268', '1939', '1938', '5006', '6108', '3417', '3412', '3411', '1931', '2019', '2018', '2015', '2014', '2017', '2016', '2011', '2010', '2013', '2012', '1937', '1935', '458', '1349', '450', '1341', '1342', '453', '454', '455', '456', '457', '6928', '8112', '6924', '8110', '8111', '6921', '8114', '8115', '7715', '7717', '7716', '7719', '4008', '4009', '4000', '4001', '754', '4005', '4006', '4007', '3971', '3973', '3977', '3976', '3979', '3978', '3629', '3628', '3621', '3620', '3622', '3625', '3624', '4471', '4470', '4474', '4477', '4476', '6447', '2464', '2465', '2466', '2467', '6444', '2461', '2462', '2463', '2469', '5342', '1022', '6312', '6313', '6311', '6316', '6317', '6314', '6315', '6319', '1029', '1644', '1647', '1646', '1641', '1643', '1642', '579', '578', '573', '572', '571', '570', '577', '576', '575', '574', '2808', '2802', '2807', '2804', '5432', '6327', '5430', '1424', '1427', '5435', '1429', '1428', '5438', '5439', '3360', '3361', '3362', '4957', '4273', '4277', '4276', '4275', '4274', '1201', '4279', '4278', '1200', '5555', '5554', '5551', '5550', '5553', '5552', '5558', '4861', '4866', '4864', '5883', '5884', '6555', '6550', '6551', '6552', '8270', '357', '7505', '353', '7501', '7502', '7503', '4855', '6127', '6126', '6121', '6120', '6123', '6129', '6128', '4854', '2190', '3225', '2191', '2193', '2259', '2258', '2257', '2256', '2255', '2254', '2252', '2251', '2196', '4800', '2784', '2787', '2786', '2780', '2783', '2789', '2788', '2072', '2071', '2077', '3221', '7080', '7082', '7085', '7084', '7087', '7086', '7089', '7088', '8171', '8173', '6490', '6949', '6943', '6941', '6940', '6947', '6946', '6945', '4398', '4395', '3196', '1365', '1360', '1361', '479', '1368', '4026', '4027', '4024', '4023', '4020', '3999', '3998', '3997', '3995', '3992', '3991', '3990', '296', '295', '292', '293', '290', '291', '587', '5487', '2442', '2443', '2440', '2441', '2446', '2447', '2444', '2445', '2448', '2449', '7866', '7865', '7864', '7863', '7862', '7861', '7860', '6378', '6379', '6371', '6374', '6375', '6377', '4978', '4979', '5405', '1432', '3394', '1991', '1990', '1621', '1992', '1627', '1626', '1997', '3200', '1628', '3209', '3208', '3398', '3535', '2860', '2862', '2863', '559', '558', '2866', '2867', '555', '554', '557', '556', '551', '550', '553', '552', '3538', '1199', '3348', '3349', '1190', '1193', '5454', '1194', '1197', '1196', '4259', '4251', '4250', '4252', '4255', '4257', '5532', '5531', '5530', '5537', '5536', '5535', '5534', '6572', '6573', '6570', '6577', '6578', '6579', '7695', '7696', '7697', '7691', '451', '3834', '3835', '3836', '3837', '3830', '3832', '3833', '1344', '3839', '1345', '1346', '5106', '7522', '7523', '7520', '7524', '7525', '371', '376', '6146', '6927', '6926', '3204', '6923', '6922', '3203', '6500', '2274', '2277', '2276', '2272', '2278', '2051', '2050', '2053', '2052', '2054', '4828', '4829', '4534', '2058', '4536', '4825', '4530', '4531', '4533', '7980', '7985', '7326', '7327', '7321', '7329', '7065', '7064', '7063', '7062', '7061', '6961', '6960', '6963', '6962', '6969', '6968', '8152', '8153', '3787', '3785', '5421', '414', '415', '416', '417', '410', '412', '1384', '1385', '1386', '418', '1382', '1383', '8107', '5275', '5273', '2428', '2429', '2427', '7849', '7848', '7845', '7844', '7841', '7843', '7842', '6356', '6355', '6350', '6351', '6359', '5466', '3460', '1814', '1816', '1810', '1811', '1812', '1813', '4952', '2164', '8109', '4950', '1609', '1608', '3228', '1979', '1978', '1601', '1975', '1602', '1605', '3220', '1606', '2163', '2844', '2845', '2842', '2840', '2841', '3320', '3321', '3322', '3323', '3325', '3326', '5478', '5479', '5519', '5518', '5511', '3038', '5512', '5515', '5517', '3039', '536', '534', '532', '530', '539', '1976', '5139', '5136', '5135', '6518', '6519', '1905', '6510', '6513', '6514', '6515', '6516', '3292', '3812', '3813', '3817', '3814', '3815', '3819', '7549', '7540', '7544', '7546', '6169', '6168', '6160', '6165', '2213', '2212', '2210', '2217', '2216', '2215', '2214', '2219', '2218', '4511', '4516', '5289', '5283', '5282', '5285', '5286', '7302', '7300', '7301', '7305', '7309', '7045', '7047', '7046', '7043', '7049', '6985', '6984', '2989', '2988', '2983', '2982', '2981', '2980', '2987', '2986', '2985', '1018', '1019', '1016', '1017', '1010', '1011', '1012', '1013', '4358', '4354', '4355', '3310', '4357', '4351', '4352', '4353', '438', '439', '436', '437', '434', '432', '430', '3312', '5708', '5709', '5704', '5705', '5707', '5702', '5703', '3315', '3314', '2460', '1050', '5356', '1052', '1430', '7829', '7822', '7821', '7827', '7826', '1055', '1431', '1832', '1833', '1830', '1831', '1836', '3798', '1835', '3794', '3796', '3791', '3792', '4981', '4980', '4982', '4985', '4989', '4988', '2159', '1955', '1951', '1952', '3249', '3248', '3242', '3247', '3246', '4925', '1993', '1483', '1482', '1480', '1487', '5499', '3309', '3306', '5496', '1488', '3300', '3301', '612', '1271', '2793', '2790', '2791', '1994', '2064', '511', '513', '1227', '1225', '1224', '1223', '1221', '624', '628', '1229', '1228', '6533', '6538', '6539', '1996', '3870', '3871', '3872', '3873', '3876', '3877', '7564', 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'1674', '1675', '1676', '1677', '1670', '1671', '3965', '4498', '645', '3962', '1419', '1416', '4208', '4209', '5183', '4202', '4203', '4200', '4201', '4206', '4207', '4204', '4205', '647', '5569', '5565', '5566', '5561', '5562', '5563', '308', '301', '302', '303', '304', '305', '306', '307', '4893', '4891', '2773', '4897', '6118', '6119', '6114', '6116', '5039', '7283', '7282', '7281', '7280', '7935', '7286', '7285', '7284', '7939', '7938', '3422', '2003', '2000', '2001', '626', '4859', '4858', '4857', '2008', '4586', '4853', '4852', '4850', '625', '7393', '8156', '8157', '1087', '1086', '1085', '1084', '1083', '1082', '1080', '1089', '1088', '449', '448', '1339', '1338', '1335', '1334', '1337', '1336', '447', '446', '1333', '1332', '6936', '6934', '8126', '6938', '7706', '39', '7703', '7701', '33', '32', '31', '30', '37', '36', '34', '845', '843', '842', '4079', '4078', '4075', '4074', '4077', '4076', '4071', '4070', '4073', '4072', '5797', '3964', '5794', '3963', '3960', '3961', 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'6133', '6134', '6135', '1596', '3077', '5176', '2249', '2246', '2240', '2241', '2242', '2243', '3401', '3400', '3403', '3402', '3404', '3406', '3409', '364', '4874', '4870', '362', '4879', '2068', '2069', '2799', '2792', '2061', '2062', '2063', '2796', '2065', '2067', '3256', '7096', '7095', '7092', '7090', '7099', '4883', '8105', '8104', '1359', '1358', '8101', '8100', '8103', '8102', '465', '1352', '467', '1350', '1357', '8108', '1355', '462', '6958', '6959', '6488', '6489', '6483', '6486', '6484', '4885', '5112', '3184', '3185', '3186', '3187', '3180', '3181', '3182', '3183', '3188', '3189', '4019', '4013', '4016', '4015', '3989', '3984', '3985', '3986', '3987', '3980', '3981', '3982', '3983', '5796', '1447', '1446', '1113', '289', '288', '1112', '1115', '283', '282', '285', '284', '287', '1442', '5578', '2476', '2475', '2474', '2473', '2472', '2471', '2478', '7874', '7875', '7877', '7873', '6305', '2907', '2906', '3214', '3215', '3216', '3217', '3210', '3211', '3212', '3213', '1638', '1639', '3218', '3219', '1988', '1989', '706', '568', '569', '2908', '2811', '560', '561', '562', '563', '564', '565', '567', '5429', '5428', '3379', '3378', '1187', '1184', '1182', '1183', '4248', '4249', '4245', '5520', '5521', '5522', '5523', '5524', '5525', '5526', '5527', '5528', '5529', '48', '49', '46', '47', '44', '45', '42', '43', '40', '41', '4848', '6547', '6546', '6545', '6544', '6542', '6541', '6548', '3576', '7517', '345', '346', '7514', '7513', '7511', '348', '349', '7518', '6150', '6151', '6152', '6153', '6155', '6156', '6157', '6158', '4526', '4832', '4523', '2269', '2266', '2264', '2265', '6588', '4813', '2044', '4817', '4816', '2040', '2041', '4818', '2049', '7079', '7071', '8162', '6975', '8167', '8166', '6971', '4383', '407', '406', '1373', '403', '400', '1379', '1378', '4035', '4034', '4037', '4036', '4039', '2459', '2458', '2455', '2454', '2457', '2456', '2451', '2450', '2453', '2452', '7852', '7850', '7851', '7856', '1502', '1503', '1500', '652', '6360', '6367', '3088', '1504', '1505', '1509', '1977', '3083', '3224', '3227', '3226', '1972', '3223', '3222', '3233', '1968', '5198', '1619', '5195', '5194', '3238', '3239', '5190', '1610', '1611', '2872', '2871', '2875', '2879', '3355', '3354', '3357', '3356', '3350', '3353', '3352', '3359', '3358', '5448', '5440', '5447', '5446', '5445', '5504', '5500', '5501', '542', '543', '540', '541', '546', '547', '544', '545', '548', '549', '5476', '5477', '6561', '6560', '6563', '7687', '7686', '7685', '7684', '7682', '5472', '3827', '3824', '3823', '3821', '5002', '5001', '3829', '5000', '3585', '3586', '7538', '7535', '7537', '7536', '7531', '363', '5008', '1945', '6178', '6179', '6176', '6177', '6174', '6175', '6170', '2200', '2203', '2204', '2206', '2209', '4428', '4839', '4838', '4527', '4833', '4524', '4835', '4834', '4837', '4836', '7993', '5299', '5296', '5294', '5295', '5290', '5291', '4425', '6994', '6995', '6990', '6991', '6993', '7337', '7336', '7335', '7333', '7332', '7330', '5510', '7052', '7053', '7050', '7056', '7057', '7054', '7055', '5516', '6998', '6999', '8145', '8146', '2998', '2999', '59', '58', '55', '2991', '57', '56', '2994', '50', '53', '52', '54', '1940', '2992', '2993', '51', '2995', '429', '423', '425', '424', '427', '1390', '3452', '3453', '856', '850', '852', '853', '2330', '4715', '2332', '5474', '4717', '4712', '5475', '6692', '6696', '6695', '2439', '2438', '2433', '2437', '2435', '2434', '7830', '7831', '7832', '7833', '7834', '7835', '7836', '7837', '6344', '6347', '6346', '6349', '6348', '5473', '1807', '1806', '1805', '1804', '1803', '3784', '1546', '3788', '1809', '1808', '4996', '4994', '4995', '4992', '4993', '6517', '3258', '3259', '1948', '3250', '3252', '1946', '1947', '1944', '3257', '2859', '2858', '2851', '2852', '2855', '2857', '2856', '1492', '1493', '1495', '1497', '1498', '1499', '3339', '3338', '1395', '1394', '1393', '1392', '1391', '426', '521', '1234', '1235', '1236', '1237', '1230', '1231', '1232', '1233', '1238', '1239', '1964', '6509', '6508', '6503', '6502', '6501', '6507', '6506', '6504', '4901', '4900', '2485', '3809', '4673', '3806', '3801', '3800', '3803', '1966', '4671', '2481', '1967', '7554', '4175', '1961', '4178', '7176', '1962', '7391', '2228', '2229', '2226', '2227', '2224', '2225', '2222', '2223', '2221', '5927', '5920', '5921', '5922', '5923', '5928', '4504', '4507', '4500', '4503', '4502', '4509', '4508', '2088', '2089', '2082', '2083', '2081', '2086', '2087', '2084', '2085', '7317', '7310', '7030', '7035', '7036', '7037', '7038', '7789', '7782', '7783', '7780', '7781', '1009', '1008', '1006', '1005', '1004', '1003', '1002', '1001', '1000', '4347', '4343', '4342', '3304', '5718', '5717', '5714', '3305', '3577', '7814', '7815', '7812', '7810', '7818', '4496', '4495', '4494', '4493', '2663', '4491', '4490', '1829', '1828', '1827', '1820', '1823', '1822', '2411', '2410', '2145', '2412', '2141', '2416', '4974', '4975', '4976', '4977', '4970', '4971', '2149', '3276', '3274', '3275', '1924', '1926', '1927', '1928', '1929', '26', '3318', '5489', '5488', '3311', '5486', '5485', '5484', '5483', '5482', '5480', '5580', '5581', '1984', '7515', '60', '62', '63', '64', '65', '66', '67', '68', '1985', '1982', '504', '502', '501', '1212', '632', '633', '634', '635', '1214', '1215', '638', '639', '6521', '6520', '6523', '6522', '6525', '6524', '6526', '8264', '8265', '8266', '8262', '8263', '3869', '3863', '3862', '3865', '3864', '7571', '7570', '7572', '7579', '7578', '4152', '4153', '4150', '4151', '4154', '4155', '4159', '1198', '5902', '5903', '5907', '5908', '5909', '3488', '3481', '3480', '3483', '3482', '4563', '4560', '4567', '4566', '4565', '4564', '4568', '7659', '6064', '6066', '6067', '6060', '6061', '6062', '6063', '6068', '6069', '2605', '2608', '2609', '7379', '7378', '7372', '7377', '7376', '7374', '5452', '7018', '7019', '7016', '7017', '7014', '7015', '7012', '7013', '7010', '7011', '732', '1195', '3782', '3783', '759', '758', '3780', '3781', '2958', '738', '3786', '2957', '2950', '2951', '2953', '5344', '5345', '5346', '5347', '5341', '1023', '5343', '1800', '5348', '1028', '5456', '4364', '4366', '4361', '4363', '4369', '5457', '3108', '3109', '3106', '3107', '3101', '3103', '5', '4097', '4096', '4095', '4099', '4098', '5733', '5739', '5738', '8096', '8095', '8094', '8093', '8092', '8091', '8099', '8098', '1738', '6658', '6657', '6656', '6655', '6654', '6653', '6652', '6651', '6650', '2125', '6381', '6380', '6383', '2381', '2380', '2382', '2384', '2387', '2389', '2388', '5697', '1849', '1848', '1840', '1847', '1846', '1845', '1844', '2169', '2168', '1943', '2167', '4951', '2161', '2160', '1941', '3255', '1908', '1909', '1906', '1907', '3296', '3297', '1732', '6895', '6896', '6899', '1278', '1279', '618', '613', '616', '614', '615', '8242', '8243', '8241', '8244', '8245', '3333', '5462', '1494', '1496', '3334', '5468', '3595', '7599', '7598', '7597', '7595', '7594', '7593', '3598', '4138', '4139', '4130', '4131', '4132', '4133', '4134', '4135', '4136', '4137', '5692', '3840', '5691', '5696', '5695', '5698', '7910', '5969', '5960', '5961', '5965', '5966', '5967', '4543', '4542', '4545', '4547', '2594', '2595', '2596', '2597', '2592', '2593', '5431', '2598', '2599', '1070', '5436', '6042', '6043', '6046', '6047', '6044', '6045', '6048', '6049', '2623', '2620', '2621', '2626', '5437', '2628', '7351', '7350', '7352', '7354', '7357', '8204', '775', '774', '776', '771', '770', '773', '772', '77', '76', '2978', '74', '73', '72', '71', '2972', '2970', '2971', '2976', '79', '78', '1042', '5360', '5361', '5366', '1046', '5365', '1049', '1048', '1506', '4307', '4306', '4305', '4304', '841', '4308', '1507', '3123', '3120', '3127', '3125', '5753', '5752', '5751', '5750', '5757', '3445', '4609', '3444', '3447', '862', '865', '2757', '2026', '7430', '7431', '2020', '4707', '2322', '2023', '4705', '6675', '6674', '6677', '6676', '6671', '6673', '6672', '6679', '6678', '4702', '1208', '4701', '4700', '1614', '1615', '2369', '2368', '2367', '2366', '2365', '2364', '2363', '2360', '5191', '1860', '1862', '3728', '1867', '3724', '1868', '3726', '3727', '3720', '3722', '3723', '4686', '4931', '4932', '4933', '4682', '4935', '4936', '4681', '4938', '4688', '4689', '2109', '2108', '2103', '2102', '2105', '2104', '5114', '5117', '5116', '5111', '5110', '5193', '5119', '5118', '5192', '9', '890', '891', '895', '896', '897', '898', '899', '1789', '1781', '1782', '1783', '1784', '1785', '6878', '6877', '6876', '6875', '6870', '3804', '8222', '679', '8227', '674', '676', '677', '672', '673', '3802', '7608', '7605', '7602', '7601', '7600', '4640', '4641', '4647', '4644', '2496', '1524', '1525', '1526', '1255', '1252', '1521', '1523', '1258', '1259', '4116', '4110', '4111', '4119', '7106', '3341', '5946', '5945', '5942', '5943', '5940', '5941', '5949', '3344', '6028', '6020', '6022', '6023', '6024', '6026', '2648', '2644', '2645', '2646', '2647', '3557', '3556', '3555', '3554', '3553', '3552', '3551', '3550', '3558', '2912', '2913', '2914', '2916', '2917', '717', '716', '715', '713', '712', '710', '1061', '5301', '1063', '1062', '1065', '1067', '1066', '4329', '4328', '4321', '4320', '4325', '4324', '4327', '4326', '3142', '3143', '3144', '3145', '3146', '3147', '3148', '3149', '1630', '5771', '5770', '5773', '5772', '5775', '5774', '5776', '7413', '7417', '7415', '7418', '7419', '6613', '6612', '6611', '6617', '6616', '6615', '6614', '6619', '6618', '3504', '1637', '2346', '2340', '2343', '2342', '3709', '1888', '1887', '3703', '1885', '3706', '3707', '1881', '2121', '6446', '4668', '4669', '2127', '2126', '4664', '4917', '4666', '4667', '4660', '4913', '4662', '4663', '6445', '1356', '6910', '6911', '5173', '5172', '5171', '5177', '6912', '5175', '5174', '5179', '5178', '133', '132', '130', '136', '135', '134', '139', '138', '7255', '7251', '7252', '7253', '6855', '6854', '6859', '88', '89', '82', '83', '80', '81', '86', '87', '84', '85', '6583', '6582', '6581', '6580', '6587', '6586', '6585', '6584', '8206', '8205', '8202', '8203', '7625', '7626', '7623', '7828', '657', '1501', '3089', '650', '3085', '3084', '3087', '3086', '3081', '658', '659', '3885', '3881', '3883', '3882', '3889', '1883', '7123', '1882', '1291', '1296', '6006', '6007', '6004', '6005', '6003', '6000', '6001', '1297', '7394', '996', '7390', '993', '7392', '999', '998', '5098', '5099', '727', '5090', '3571', '5095', '5096', '4497', '2667', '2664', '2665', '2662', '4492', '2660', '2661', '2938', '2939', '2936', '2935', '2932', '2933', '5324', '5322', '5323', '5320', '5321', '3799', '1837', '1838', '3168', '3169', '3166', '3167', '3165', '3162', '3160', '2406', '2407', '4983', '730', '733', '737', '736', '2403', '4986', '7471', '6638', '6630', '6633', '6635', '6634', '6636', '2323', '4706', '2321', '4704', '4703', '2326', '2325', '2324', '2328', '4709', '4708', '3760', '3761', '3762', '3763', '3764', '3765', '3766', '3767', '1560', '1792', '1293', '1616', '2498', '4649', '2493', '2497', '1294', '7894', '7892', '7893', '7891', '5159', '5158', '5151', '5150', '5153', '5152', '5155', '5154', '115', '114', '117', '116', '111', '110', '113', '112', '119', '118', '165', '7270', '7271', '7276', '7277', '2320', '7278', '7279', '6833', '6837', '6836', '6835', '6834', '7642', '7647', '7649', '7648', '1748', '1749', '1744', '1745', '1746', '1747', '1740', '1741', '1742', '1743', '5494', '5495', '1489', '5497', '5490', '5491', '1298', '1299', '1292', '1290', '1564', '1565', '1566', '1295', '7462', '5639', '5636', '5630', '5633']}

In [6]:

    

committee.keys()


    

    
Out[6]:





['1186', '8293', '2625', '214', '2470']

In [7]:

    

{k:len(v) for k, v in committee.items()}


    

    
Out[7]:





{'1186': 27, '214': 16, '2470': 5191, '2625': 21, '8293': 20}

In [ ]: