{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import os\n", "import json\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "date = '2019-12-20_21'\n", "root_dir = '/Users/Leo/Documents/github/GradProj/'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "stream_tag_path = root_dir + 'DataSet/result/' + date + '/stream_tag.txt'\n", "stream_tag_pd = pd.read_table(stream_tag_path, sep='\\s+', header=None)\n", "stream_tag_pd.iloc[:,3]=443\n", "stream_tag_map = {tuple(x[0:4]):x[4] for x in list(stream_tag_pd.values)}\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "stream_bursd_l = list()\n", "stream_length_l = list()\n", "stream_type_l = list()\n", "stream_label = list()\n", "#stream_bytes_l = list()\n", "stream_feature_path = root_dir + 'DataSet/result/' + date + '/stream_stat.txt'\n", "stream_feature_f = open(stream_feature_path, 'r')\n", "i = 0\n", "for line in stream_feature_f.readlines():\n", " stream_feature_json = json.loads(line)\n", " try:\n", " key = (stream_feature_json['sip'], stream_feature_json['sport'], stream_feature_json['dip'], stream_feature_json['dport'])\n", " stream_label.append(stream_tag_map[key])\n", " i += 1\n", " except Exception:\n", " continue\n", " packets = stream_feature_json['packets']\n", " tls_message_list = stream_feature_json['tls']['tls_message_list']\n", " stream_length = [tls_message['length'] for tls_message in tls_message_list]\n", " stream_type = [tls_message['type'] for tls_message in tls_message_list]\n", " #stream_length.append((stream_feature_json['sip'], stream_feature_json['sport'], stream_feature_json['dip'], stream_feature_json['dport']))\n", " stream_burst = list()\n", " burst_length = 0\n", "# stream_bytes = list()\n", " old_dir = 0\n", " for j,packet in enumerate(packets):\n", "# stream_bytes.append(packet['bytes'])\n", " if j == 0:\n", " burst_length = packet['bytes']\n", " old_dir = packet['dir']\n", " continue\n", " if old_dir == packet['dir']:\n", " burst_length += packet['bytes']\n", " continue\n", " if old_dir != packet['dir']:\n", " stream_burst.append(burst_length)\n", " old_dir = packet['dir']\n", " burst_length = packet['bytes']\n", "# stream_bytes_l.append(stream_bytes)\n", " stream_burst.append(burst_length)\n", " \n", " #取前10个，20个，30个\n", " n = 10\n", " stream_length = stream_length[0:n]\n", " stream_type = stream_type[0:n]\n", " stream_burst = stream_burst[0:n]\n", " \n", " stream_length_l.append(stream_length)\n", " stream_type_l.append(stream_type)\n", " stream_bursd_l.append(stream_burst)\n", "stream_length_array = np.array(stream_length_l)\n", "stream_type_array = np.array(stream_type_l)\n", "stream_burst_array = np.array(stream_bursd_l)\n", "#stream_bytes_array = np.array(stream_bytes_l)\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[517, 3624, 1647, 223, 31], [517, 3888, 910, 763, 133],\n", " [517, 3888, 1427, 388, 133], ...,\n", " [517, 3124, 82, 38, 6100, 32496, 5840, 7312, 1460, 33735, 1448, 7361, 25797, 7694, 2920, 86252, 1460, 12030, 4380, 50499, 4380, 2205, 2920, 53671, 2920, 5220, 10220, 18364, 4380, 3252, 1460, 2920, 1460, 4380, 1188, 72730, 7097, 16100, 5464, 18357, 1460, 2080, 1262, 3227, 1460, 13126, 1460, 25582, 5840, 42507, 5840, 28769, 1200, 5304, 2660, 9638, 4120, 9683, 1200, 2389, 1200, 12903, 4776, 11986, 4776, 9941, 2400, 5013, 2400, 4812, 1200, 1557, 2400, 5205, 2400, 8561, 3600, 7771, 1180, 4220, 5976, 1740, 6000, 7915, 1200, 7848, 3600, 51057, 1200, 2778, 1200, 2273, 5988, 16424, 3600, 18117, 1200, 4310, 2400, 10773, 7200, 1497, 4800, 6246, 1200, 1986, 2400, 1614, 1115, 50039, 2777, 17913, 3570, 23400, 1789, 8997, 1776, 9536, 12885, 79337, 3569, 11246, 4484, 2710, 1800, 22257, 3564, 9418, 883, 2417, 1200, 1882, 1200, 1540, 1200, 1469, 6589, 31873, 4800, 21980, 5344, 4380, 656, 65282, 1188, 4624, 1200, 9074, 2400, 8929, 2400, 4986, 1200, 1547, 1200, 2801, 3364, 10898, 2669, 23379, 3565, 7434, 904, 22339, 3600, 65838, 296, 6109, 904, 5735, 1200, 5555, 1200, 5645, 1200, 11329, 4476, 17078, 1536, 19516, 2048, 19150, 2560, 28989, 1024, 5559, 2560, 1994, 1500, 5062, 512, 1648, 4096, 39084, 2048, 15363, 3608, 8621, 3072, 12520, 2048, 8203, 2048, 3755, 512, 5414, 512, 1460, 512, 797, 1024, 3719, 1536, 4842, 9728, 16561, 512, 4840, 512, 1460, 512, 13412, 1024, 3091, 2048, 8012, 512, 13028, 512, 1567, 512, 5305, 1024, 1966, 3072, 1438, 512, 23196, 512, 5585, 1024, 5566, 1500, 8628, 1000, 8603, 1084, 4380, 500, 1460, 12, 10514, 512, 8209, 1000, 6567, 24, 2021, 5120, 26606, 3270, 6919, 3560, 37242, 3568, 13546, 6330, 64663, 7122, 5259, 3072, 2904, 1536, 1460, 512, 1027, 1024, 2479, 512, 2308, 1536, 7253, 1024, 40708, 3300, 7520, 1024, 3290, 6088, 22972, 13434, 90144, 4465, 23866, 5069, 17524, 385, 3486, 1790, 6986, 905, 5228, 896, 4822, 4419, 15301, 1836, 9201, 4175, 44110, 8341, 32063, 4593, 10325, 8759, 2049, 1024, 2028, 3499, 104788, 1823, 5571, 909, 2384, 9687, 4930, 512, 2818, 512, 29121, 1839, 19290, 2824, 3554, 2048, 6666, 512, 1460, 512, 4702, 512, 3093, 4378, 27653, 4205, 9341, 512, 6899, 5188, 39184, 3206, 9494, 3880, 7514, 162, 1447, 1536, 2977, 2182, 2995, 3072, 7727, 3584, 36452, 512, 2920, 808, 8325, 2488, 32532, 13030, 2191, 2048, 6277, 952, 64400, 4081, 22345, 2661, 11472, 397, 2006, 5417, 29884, 4054, 2196, 2123, 10737, 2722, 38779, 5449, 15968, 3545, 6789, 4453, 11653, 2670, 2284, 512, 3859, 371, 1919, 1536, 2049, 2931, 5378, 512, 4846, 1024, 4473, 2095, 8549, 4455, 3948, 894, 1887, 2279, 6188, 3125, 16967, 10625, 33911, 3072, 4350, 2048, 1460, 512, 2608, 711, 9050, 2299, 10040, 1256, 6215, 2691, 4992, 3584, 4455, 2548, 7608, 3596, 28546, 1024, 12065, 1536, 4079, 512, 3751, 2048, 3553, 1024, 7229, 3584, 3665, 1536, 11736, 512, 3795, 2560, 3512, 512, 1361, 512, 38, 2590, 11891, 2683, 5009, 2048, 1552, 1536, 7897, 1024, 3045, 1536, 2905, 1536, 6086, 1024, 2484, 3584, 8786, 1107, 4349, 905, 3909, 4065, 14680, 3845, 28653, 5979, 26312, 5632, 1779, 1024, 3445, 2577, 30423, 2684, 23564, 6831, 18694, 2385, 5886, 619, 1867, 3561, 25026, 4935, 9244, 6787, 3248, 944, 34872, 11647, 41633, 4450, 28483, 904, 5749, 6315, 17050, 1024, 4262, 1795, 3910, 1009, 7618, 2683, 15621, 3508, 12689, 9548, 25949, 512, 2678, 3706, 11090, 904, 4599, 1407, 4228, 2048, 8589, 91, 4253, 3291, 18865, 1536, 3417, 1481, 3018, 1791, 3045, 895, 4146, 1024, 3862, 8305, 370, 1024, 1460, 512, 1942, 8192, 24715, 420, 31514, 512, 91603, 2696, 9805, 6840, 17927, 1653, 3925, 1548, 1977, 1149, 9267, 1417, 5110, 1536, 6824, 2048, 1812, 1024, 2463, 1024, 4407, 65, 1932, 4556, 17962, 3554, 15081, 1778, 9840, 1536, 5560, 512, 5321, 6948, 15723, 1786, 12415, 895, 24020, 3176, 7379, 897, 3570, 372, 3290, 17874, 78480, 1799, 4231, 1418, 1957, 2048, 1594, 1024, 3214, 4096, 1425, 2193, 4149, 6656, 2100, 2193, 1460, 512, 2350, 1415, 35080, 3210, 14185, 1907, 9178, 1908, 4572, 3314, 7910, 1206, 1458, 512, 1771, 2048, 1402, 5120, 12200, 2560, 29490, 1536, 5898, 1536, 10603, 1536, 8404, 1024, 5153, 2048, 4878, 3584, 1460, 512, 30705, 1483, 10685, 1787, 8751, 4468, 3656, 512, 1535, 4021, 27307, 1798, 3860, 1395, 1408, 883, 1552, 4324, 2897, 566, 17338, 883, 4254, 780, 4077, 895, 3649, 904, 2767, 1512, 2069, 2091, 1646, 61, 3155, 1418, 3920, 3568, 16441, 4800, 56314, 2048, 4381, 908, 13815, 2560, 6059, 1123, 5698, 4092, 3988, 1268, 13040, 2298, 3416, 1266, 5709, 882, 3859, 883, 4357, 6316, 23042, 894, 10221, 3072, 8622, 611, 9577, 512],\n", " [517, 3211, 7260, 38, 2832, 881, 9661, 441, 4044, 882, 3790, 440, 3783, 440, 3782, 440, 3789, 441, 9709, 880, 7622, 881, 5848, 441, 1757, 441, 5617, 440, 4084, 441, 7606, 440, 3810, 882, 9354, 268, 4026, 534, 3757, 268, 1396, 275, 14125, 534, 4871, 267, 12720, 882, 10716, 440, 2006, 440, 7260, 440, 18142, 1322, 14520, 880, 10879, 880, 10164, 441, 2904, 440, 11616, 440, 1072, 441, 10726, 441, 2904, 440, 2652],\n", " [517, 3211, 1696, 340, 10007, 1087, 14520, 931, 5560, 930, 6222, 465, 5252, 465, 8553, 931, 6207, 466, 9992, 931, 13855, 931, 6222, 930, 10007, 932, 3806, 465, 16249, 1397, 13855, 466, 6221, 1397, 10028, 930, 14242, 1396, 10049, 931, 6235, 465, 3814, 465, 16258, 1396, 13842, 930, 10014, 1395, 6221, 465, 10067, 465, 10048, 1397, 3814, 465, 16234, 931, 3797, 931, 10001, 930, 10046, 931, 10052, 931, 16211, 1397, 13677, 465, 6163, 1395, 9911, 930, 13791, 466, 6201, 1396, 9987, 932, 13680, 1396, 6164, 465, 9911, 930, 13818, 466, 2400, 465, 3808, 930, 1325, 379, 10013, 930, 10087, 931, 10067, 931, 10066, 930, 7487, 465, 3952, 465, 9560, 930, 6276, 466, 3862, 465, 10135, 931, 14400, 465, 1870, 930, 3807, 465, 6223, 466, 13655, 932, 6000, 465, 156, 466, 3741, 465, 16198, 930, 3784, 931, 9980, 931, 10030, 930, 9977, 931, 16216, 930, 3248, 465, 540, 465, 9994, 930, 16228, 1396, 3793, 465, 9998, 930, 14802, 930, 5176, 931, 9978, 931, 16208, 931, 3783, 931, 17148, 1396, 13635, 1396, 9886, 931, 10079, 931, 10904, 931, 10059, 931, 14400, 465, 5981, 1395, 10183, 930, 11278, 931, 8290, 466, 573, 465, 10065, 931, 16062, 931, 3736, 931, 9889, 930, 16194, 930, 3780, 932, 6197, 466, 13800, 465, 6202, 1396, 3789, 466, 16770, 1397, 1361, 300, 16248, 465, 3800, 1395, 10015, 931, 6208, 465, 3800, 466, 10006, 931, 11243, 930, 9036, 931, 7200, 465, 2854, 465, 10021, 930, 9600, 466, 465, 466, 1338, 301, 10029, 932, 8400, 466, 7836, 465, 3796, 932, 6211, 466, 13846, 1396, 6218, 466, 13825, 1396, 6211, 465, 10048, 930, 10021, 931, 10012, 930, 10011, 931, 7395]], dtype=object)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stream_burst_array" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[512, 76, 2933, 333, 4, 202, 1, 40, 641, 996, 218, 26],\n", " [512, 122, 1, 3154, 529, 57, 1, 512, 53, 41, 38, 30, 200, 26, 353, 330, 34, 26, 34, 34, 19],\n", " [512, 122, 1, 3154, 529, 57, 1, 512, 53, 41, 38, 30, 145, 567, 26, 282, 26, 34, 26, 34, 34, 19],\n", " ...,\n", " [512, 74, 2415, 300, 4, 186, 1, 40, 64, 43, 29, 33, 1036, 900, 899, 890, 890, 878, 891, 5459, 33, 4743, 33, 7242, 33, 4019, 33, 3641, 33, 7134, 33, 879, 891, 899, 891, 891, 888, 877, 7269, 33, 890, 6988, 33, 3992, 33, 7019, 33, 7449, 33, 2186, 33, 4006, 33, 1794, 33, 906, 959, 808, 6505, 33, 900, 902, 890, 879, 879, 899, 877, 890, 898, 901, 890, 892, 879, 891, 1005, 890, 888, 890, 888, 899, 890, 890, 877, 897, 877, 877, 877, 878, 3664, 33, 3944, 33, 2443, 33, 7497, 33, 4027, 33, 3954, 33, 3910, 33, 4830, 33, 3975, 33, 7304, 33, 1920, 33, 3370, 33, 3996, 33, 3930, 33, 3430, 33, 10544, 33, 6760, 33, 5296, 33, 4784, 33, 1894, 33, 1571, 33, 5207, 33, 6737, 33, 6372, 33, 3370, 33, 3054, 33, 2820, 33, 2833, 33, 2976, 33, 3006, 33, 6710, 33, 6355, 33, 6184, 33, 6346, 33, 2162, 33, 1873, 33, 1728, 33, 1603, 33, 1603, 33, 1638, 33, 4754, 33, 4441, 33, 7460, 33, 7019, 33, 6940, 33, 6940, 33, 7156, 33, 2220, 1013, 33, 1896, 33, 1613, 33, 10535, 33, 3204, 33, 2840, 33, 3209, 33, 10489, 33, 9931, 33, 10113, 33, 10066, 33, 10108, 33, 1910, 33, 5290, 33, 1938, 33, 1402, 33, 1585, 33, 3150, 33, 2879, 33, 2805, 33, 1864, 33, 1342, 33, 1342, 33, 1533, 33, 1509, 33, 900, 878, 890, 878, 879, 877, 877, 878, 1981, 33, 1547, 33, 1611, 33, 1432, 33, 2554, 33, 2236, 33, 2183, 33, 2212, 33, 900, 890, 984, 890, 891, 879, 3596, 33, 3342, 33, 3050, 33, 2827, 33, 2740, 33, 2544, 33, 899, 33, 891, 1991, 33, 41, 879, 1553, 33, 1588, 33, 899, 890, 2226, 10852, 33, 890, 889, 1885, 10852, 33, 636, 12113, 33, 891, 878, 890, 877, 877, 983, 12513, 33, 12661, 33, 12639, 33, 2219, 2298, 33, 878, 897, 889, 890, 877, 889, 879, 4104, 33, 4116, 33, 4188, 33, 4153, 33, 2244, 3012, 33, 1847, 33, 1530, 33, 1604, 33, 1579, 33, 890, 784, 4472, 33, 891, 4601, 92, 33, 4854, 33, 4810, 33, 4787, 33, 2346, 33, 2341, 33, 2226, 1485, 33, 3363, 33, 3311, 33, 3327, 33, 2378, 33, 1978, 33, 2019, 33, 418, 1646, 33, 2052, 33, 2016, 33, 1845, 33, 1826, 33, 1987, 33, 1597, 33, 1636, 33, 1651, 33, 1451, 33, 1579, 33, 1653, 33, 283, 1226, 33, 5162, 33, 4880, 33, 1921, 33, 1631, 33, 1603, 33, 1574, 33, 1564, 33, 1417, 33, 1398, 33, 2254, 33, 1880, 33, 1697, 33, 5910, 33, 1919, 33, 2219, 33, 1862, 33, 1716, 33, 1879, 33, 2250, 2020, 33, 5900, 33, 5560, 33, 5520, 33, 5504, 33, 5352, 33, 5519, 33, 5568, 33, 4149, 33, 1796, 33, 1441, 33, 1427, 33, 1265, 33, 2230, 33, 1877, 33, 748, 4012, 33, 1988, 33, 2213, 33, 1700, 33, 1700, 33, 1880, 33, 4751, 33, 4493, 33, 4347, 33, 4354, 33, 250, 4012, 33, 4344, 33, 4320, 33, 779, 1196, 33, 1454, 33, 760, 3197, 33, 2198, 33, 1943, 33, 1571, 33, 1584, 33, 1420, 33, 1618, 33, 4049, 33, 3893, 33, 3558, 33, 8340, 33, 4000, 33, 3407, 33, 3571, 33, 2131, 6220, 33, 1933, 33, 1602, 33, 2106, 33, 890, 994, 878, 6158, 33, 5801, 33, 5825, 33, 891, 878, 890, 891, 5854, 33, 5764, 33, 5788, 33, 5822, 33, 900, 879, 2259, 2395, 33, 4252, 33, 888, 878, 4887, 33, 4563, 33, 877, 900, 890, 890, 891, 878, 903, 957, 878, 877, 889, 889, 889, 889, 9652, 33, 444, 4094, 33, 3352, 33, 1875, 33, 3405, 33, 3065, 33, 3024, 33, 9559, 33, 9233, 33, 9271, 33, 9116, 33, 9282, 33, 1848, 33, 1510, 33, 901, 890, 879, 879, 3029, 33, 2729, 33, 2677, 33, 2639, 33, 891, 878, 879, 890, 878, 915, 2667, 33, 918, 2629, 33, 2606, 33, 4500, 33, 4128, 33, 4076, 33, 4060, 33, 900, 890, 877, 877, 2112, 33, 770, 2041, 33, 1858, 33, 2460, 33, 878, 2374, 33, 889, 877, 1839, 33, 889, 366, 1126, 33, 877, 877, 1426, 33, 890, 878, 901, 878, 891, 878, 904, 6506, 33, 1535, 33, 1837, 33, 1456, 33, 1482, 33, 6457, 33, 6166, 33, 6090, 33, 958, 899, 890, 889, 889, 6136, 33, 6131, 33, 9584, 33, 878, 877, 889, 878, 879, 879, 9210, 878, 33, 9219, 33, 9316, 33, 9200, 33, 9050, 33, 4787, 33, 4509, 33, 4405, 33, 9579, 33, 878, 1976, 2600, 33, 890, 878, 4708, 33, 4280, 33, 879, 878, 4509, 33, 4334, 33, 904, 958, 908, 1811, 33, 1565, 33, 1481, 33, 879, 432, 1067, 33, 852, 878, 1300, 33, 1415, 33, 879, 889, 877, 1486, 33, 3028, 33, 2275, 2068, 33, 1864, 33, 899, 877, 878, 7935, 33, 7683, 33, 7632, 33, 889, 889, 889, 878, 2130, 33, 1687, 33, 1714, 33, 1731, 33, 899, 2263, 16408, 3615, 33, 917, 970, 891, 878, 16408, 5479, 33, 15443, 6485, 33, 16408, 5471, 33, 878, 771, 5290, 33, 878, 393, 5294, 33, 877, 5512, 33, 890, 5602, 33, 877, 899, 5519, 33, 5724, 33, 890, 889, 877, 890, 878, 1863, 33, 9968, 33, 1637, 33, 1565, 33, 1830, 33, 890, 891, 9992, 33, 9438, 33, 904, 969, 9626, 33, 9438, 33, 879, 879, 898, 9610, 33, 9658, 33, 9592, 33, 900, 741, 4770, 33, 890, 878, 879, 1951, 33, 879, 1682, 33, 1673, 33, 1578, 33, 891, 1605, 33, 891, 892, 878, 891, 771, 1023, 33, 12611, 33, 12296, 33, 12206, 33, 899, 878, 916, 254, 11844, 33, 1726, 33, 1405, 33, 969, 890, 877, 889, 1391, 33, 1425, 33, 1241, 33, 4392, 33, 889, 877, 878, 4123, 33, 4376, 33, 3892, 33, 890, 889, 4045, 33, 2230, 1837, 33, 889, 889, 890, 3712, 33, 3911, 33, 3674, 878, 33, 878, 895, 3676, 33, 879, 4799, 33, 905, 957, 900, 891, 901, 891, 891, 891, 879, 879, 891, 7992, 33, 8483, 33, 878, 4797, 33, 4440, 890, 33, 4413, 33, 4430, 33, 4508, 900, 33, 891, 879, 7969, 33, 905, 1920, 33, 1602, 33, 1558, 33, 1793, 33, 1493, 33, 1487, 33, 1334, 33, 1497, 33, 1524, 33, 958, 1569, 33, 769, 2876, 33, 889, 1923, 33, 889, 889, 878, 878, 1395, 33, 5187, 793, 33, 5909, 33, 5551, 33, 5579, 33, 889, 5542, 33, 878, 5523, 33, 880, 879, 8585, 33, 879, 8560, 33, 878, 7585, 518, 33, 8160, 33, 878, 8166, 33, 899, 2182, 6358, 33, 888, 888, 890, 994, 890, 876, 5056, 33, 829, 1157, 33, 4789, 33, 4750, 33, 4704, 33, 5058, 33, 876, 878, 878, 1970, 33, 1648, 33, 1584, 33, 1545, 33, 897, 888, 877, 878, 2213, 7364, 33, 9218, 33, 9051, 33, 9219, 33, 900, 878, 879, 891, 4139, 33, 3742, 33, 3692, 33, 1801, 33, 898, 890, 879, 983, 878, 889, 878, 12424, 33, 9063, 33, 8671, 33, 8462, 33, 8462, 33, 8617, 33, 8663, 33, 901, 878, 890, 878, 890, 890, 877, 878, 2236, 2975, 33, 891, 878, 878, 878, 2861, 33, 879, 891, 2444, 33, 984, 2436, 33, 878, 2265, 33, 879, 879, 2421, 33, 2288, 33, 2415, 33, 895, 5195, 33, 2268, 33, 4842, 33, 4796, 33, 4736, 33, 4622, 33, 4859, 33, 4820, 33, 2247, 33, 1893, 33, 879, 1925, 33, 1870, 33, 1695, 33, 1858, 33, 900, 890, 3247, 33, 878, 890, 879, 878, 879, 878, 3670, 33, 2918, 33, 2921, 33, 3222, 33, 3624, 33, 3071, 33, 3245, 33, 900, 890, 994, 890, 877, 890, 890, 878, 879, 879, 878, 879, 878, 879, 10154, 33, 1923, 33, 1572, 33, 1516, 33, 1374, 33, 1358, 33, 1516, 33, 1549, 33, 10112, 33, 9738, 33, 9779, 33, 9620, 33, 9766, 33, 9753, 33, 9769, 33, 900, 891, 879, 879, 891, 790, 1710, 33, 5566, 33, 5251, 33, 5150, 33, 5179, 33, 1006, 879, 890, 879, 878, 892, 3798, 33, 3410, 33, 3263, 33, 3403, 33, 3435, 33, 1851, 1587, 33, 890, 890, 4333, 33, 785, 1777, 33, 900, 2264, 2916, 33, 891, 4779, 33, 879, 879, 879, 878, 879, 4695, 33, 1950, 33, 5128, 33, 1699, 33, 1614, 33, 899, 33, 889, 2276, 6831, 33, 41, 994, 878, 892, 879, 891, 9015, 33, 8729, 33, 8726, 33, 8714, 33, 8711, 33, 879, 878, 877, 890, 878, 878, 878, 877, 877, 8690, 33, 8579, 33, 2162, 33, 1811, 33, 1830, 33, 1676, 33, 1659, 33, 1629, 33, 1782, 33, 1815, 33, 900, 891, 890, 891, 996, 2369, 33, 1964, 33, 1959, 33, 1803, 33, 2015, 33, 878, 878, 877, 888, 877, 888, 878, 878, 879, 878, 2006, 33, 878, 879, 1985, 33, 878, 894, 879, 4654, 33, 12584, 33, 12258, 33, 12064, 33, 12226, 33, 12267, 33, 4610, 33, 4107, 33, 4236, 33, 4084, 33, 4212, 33, 4268, 33, 12659, 33, 897, 33, 878, 2890, 33, 41, 2549, 33, 904, 2341, 33, 978, 891, 891, 890, 879, 890, 878, 878, 879, 890, 889, 1812, 33, 1514, 33, 1475, 33, 879, 1290, 33, 1442, 33, 1461, 33, 6695, 33, 6344, 33, 6160, 33, 6357, 33, 1846, 33, 878, 890, 6683, 33, 6344, 33, 6134, 33, 900, 890, 905, 970, 3511, 33, 879, 890, 3477, 33, 3103, 33, 3050, 878, 33, 3026, 33, 889, 3050, 33, 879, 891, 877, 878, 787, 4151, 33, 4501, 33, 4528, 33, 4469, 33, 4486, 33, 4468, 33, 888, 878, 888, 889, 879, 2497, 33, 2226, 33, 2190, 33, 2256, 33, 896, 707, 6144, 33, 889, 916, 957, 879, 891, 1847, 4684, 33, 6515, 33, 6500, 33, 6525, 33, 6327, 33, 6523, 33, 900, 889, 890, 888, 3385, 33, 3012, 33, 2968, 33, 878, 888, 878, 889, 2986, 33, 2982, 33, 2864, 878, 33, 890, 2934, 33, 878, 879, 879, 2952, 33, 904, 958, 878, 7684, 33, 878, 877, 894, 888, 7294, 33, 7209, 33, 7209, 33, 7232, 33, 7293, 33, 877, 7224, 877, 33, 3935, 33, 888, 887, 3853, 33, 3525, 33, 3473, 33, 3490, 33, 3531, 33, 3317, 33, 3459, 33, 7540, 33, 899, 889, 889, 877, 889, 877, 904, 957, 879, 879, 891, 878, 878, 879, 840, 2148, 33, 877, 879, 2271, 3958, 33, 879, 5877, 33, 5638, 33, 5789, 33, 5816, 33, 5820, 33, 4641, 33, 2128, 33, 1577, 33, 1703, 33, 1574, 33, 1733, 33, 4594, 33, 4235, 33, 4083, 33, 4250, 33, 4254, 33, 901, 878, 891, 879, 890, 5900, 33, 5160, 33, 5570, 33, 5543, 33, 879, 877, 904, 4527, 33, 4527, 33, 2289, 33, 1963, 33, 968, 888, 877, 888, 888, 878, 2148, 33, 5557, 5158, 283, 33, 5272, 33, 5497, 33, 5418, 33, 283, 33, 888, 878, 878, 878, 894, 2153, 33, 850, 876, 1774, 33, 1742, 33, 1788, 33, 1759, 33, 1646, 33, 1770, 33, 899, 33, 891, 879, 41, 819, 12212, 33, 12977, 33, 12591, 33, 898, 993, 879, 891, 879, 879, 3016, 33, 2431, 33, 2087, 33, 2626, 33, 2962, 33, 2588, 33, 888, 879, 879, 879, 1958, 33, 1772, 33, 1597, 33, 1290, 33, 900, 891, 879, 879, 879, 3282, 33, 2960, 33, 1893, 33, 1653, 33, 1650, 33, 899, 878, 878, 2241, 33, 878, 1916, 33, 1857, 33, 1876, 33, 1005, 877, 2006, 33, 890, 889, 878, 1990, 33, 1638, 33, 1621, 33, 880, 2224, 2574, 33, 878, 391, 4034, 33, 879, 877, 3030, 33, 2741, 33, 2649, 33, 897, 877, 888, 878, 890, 2114, 33, 1748, 33, 889, 1844, 33, 878, 879, 904, 1559, 33, 1482, 33, 1482, 33, 1493, 33, 957, 878, 878, 2111, 33, 3942, 33, 3509, 33, 3594, 33, 352, 3239, 33, 899, 891, 890, 890, 890, 840, 877, 877, 878, 878, 877, 878, 4596, 33, 1947, 33, 780, 3639, 33, 4241, 33, 1620, 33, 1564, 33, 1408, 33, 1572, 33, 3272, 33, 2908, 33, 2939, 33, 2904, 33, 899, 879, 915, 958, 2269, 2033, 33, 889, 879, 4025, 889, 33, 2089, 33, 1737, 33, 1670, 33, 1664, 33, 1675, 33, 899, 878, 879, 9997, 33, 879, 2241, 33, 1980, 33, 1865, 33, 898, 890, 888, 1853, 33, 1520, 33, 1490, 33, 878, 890, 877, 889, 890, 1479, 33, 1479, 33, 1368, 33, 995, 890, 1557, 33, 5965, 33, 878, 840, 889, 878, 5961, 33, 5463, 33, 5595, 33, 5621, 33, 5691, 33, 878, 878, 2257, 3758, 33, 5959, 33, 878, 4036, 33, 878, 457, 3246, 33, 894, 877, 259, 3246, 33, 878, 259, 3246, 33, 3633, 33, 877, 877, 899, 878, 3622, 33, 889, 889, 3622, 33, 2079, 33, 2276, 1786, 33, 1796, 33, 982, 1724, 33, 1985, 33, 878, 889, 1855, 33, 1571, 33, 878, 1356, 878, 33, 876, 878, 3233, 33, 2831, 33, 2813, 33, 2842, 33, 890, 889, 889, 1850, 33, 1555, 33, 1475, 33, 877, 889, 878, 435, 1069, 33, 878, 895, 1408, 33, 3330, 33, 3030, 33, 879, 3002, 33, 878, 2862, 33, 891, 983, 2995, 33, 3005, 33, 878, 2441, 33, 879, 879, 878, 879, 2301, 33, 2077, 33, 2083, 33, 2153, 33, 879, 2119, 33, 2144, 33, 900, 752, 3109, 33, 879, 888, 888, 878, 878, 14637, 33, 839, 850, 876, 889, 3757, 189, 33, 3739, 33, 3446, 33, 3446, 33, 3526, 33, 3448, 33, 3462, 33, 3291, 33, 900, 891, 997, 880, 891, 878, 878, 2246, 3450, 33, 2039, 33, 5349, 33, 5303, 33, 5639, 33, 2023, 33, 891, 891, 879, 878, 878, 879, 1736, 33, 879, 879, 1774, 33, 1585, 33, 880, 878, 1528, 33, 4645, 33, 2048, 33, 4308, 33, 4398, 33, 4203, 33, 4618, 33, 4331, 33, 899, 891, 879, 8058, 33, 7667, 33, 7710, 33, 994, 889, 889, 879, 878, 889, 878, 878, 1866, 33, 1486, 33, 1434, 33, 1497, 33, 4196, 33, 3934, 33, 459, 3516, 33, 889, 840, 877, 2114, 33, 1854, 33, 1789, 33, 1824, 33, 898, 888, 877, 878, 6497, 33, 6143, 33, 6094, 33, 6120, 33, 2173, 33, 1799, 33, 1601, 33, 1701, 33, 1755, 33, 3205, 33, 5353, 33, 2955, 33, 2854, 33, 3205, 33, 5290, 33, 4925, 33, 5017, 33, 4929, 33, 890, 879, 879, 907, 890, 982, 878, 877, 877, 878, 877, 879, 889, 3805, 33, 3038, 33, 2682, 33, 2718, 33, 2647, 33, 2636, 33, 2665, 33, 3786, 33, 3496, 33, 3297, 33, 3297, 33, 3491, 33, 3516, 33, 900, 890, 878, 878, 879, 1955, 33, 1662, 33, 1634, 33, 11705, 33, 11312, 33, 899, 2227, 3474, 33, 890, 879, 878, 879, 984, 879, 891, 1928, 33, 1698, 33, 1640, 33, 3180, 33, 2827, 33, 2675, 33, 2801, 33, 901, 878, 4219, 33, 891, 1913, 1949, 33, 3785, 33, 3747, 33, 900, 890, 878, 5363, 33, 5050, 33, 5079, 33, 879, 879, 878, 852, 3384, 33, 3106, 33, 3042, 33, 2985, 33, 890, 889, 891, 995, 878, 879, 878, 840, 878, 878, 878, 1841, 33, 3566, 33, 1560, 33, 1525, 33, 1782, 33, 3477, 33, 2966, 33, 3148, 33, 3041, 33, 2613, 33, 878, 2635, 33, 909, 879, 879, 2613, 33, 1815, 33, 1434, 33, 2208, 2843, 33, 899, 4556, 33, 890, 878, 4185, 33, 879, 879, 1842, 2366, 33, 4290, 33, 1839, 2366, 33, 890, 879, 995, 877, 6470, 33, 6154, 33, 6112, 33, 878, 877, 1849, 33, 1482, 33, 877, 1463, 33, 1469, 33, 901, 880, 1664, 33, 1295, 33, 890, 4103, 33, 878, 890, 455, 3359, 33, 890, 891, 890, 852, 878, 877, 889, 888, 982, 365, 877, 3359, 851, 33, 876, 877, 894, 878, 878, 839, 838, 876, 878, 5631, 33, 4050, 33, 3745, 33, 3770, 33, 3540, 33, 3721, 33, 5560, 33, 5209, 33, 5082, 33, 5082, 33, 5082, 33, 5241, 33, 900, 11804, 33, 11506, 33, 11250, 33, 11250, 33, 11250, 33, 11250, 33, 11431, 33, 439, 11074, 33, 890, 891, 891, 3414, 33, 3085, 33, 3177, 33, 877, 892, 879, 983, 892, 879, 891, 880, 3189, 33, 3074, 33, 2257, 33, 1886, 33, 1857, 33, 1705, 33, 1705, 33, 1910, 33, 891, 1878, 64, 33, 1892, 33, 900, 879, 1934, 33, 3567, 1191, 33, 399, 4014, 33, 900, 879, 2304, 2758, 33, 879, 878, 1896, 2762, 33, 2075, 33, 879, 891, 1769, 33, 878, 2420, 33, 890, 2202, 33, 402, 1712, 33, 1889, 33, 1005, 891, 878, 879, 878, 4330, 33, 2689, 33, 2446, 33, 3997, 33, 4285, 33, 899, 879, 878, 878, 3996, 33, 3495, 33, 3673, 33, 3745, 33, 890, 878, 2251, 3057, 33, 3647, 789, 33, 889, 890, 5517, 33, 878, 5278, 33, 879, 878, 879, 878, 995, 891, 889, 5196, 33, 1772, 33, 1517, 33, 1314, 33, 1313, 33, 1468, 33, 1313, 33, 1486, 33, 899, 877, 12372, 33, 890, 12102, 33, 1672, 10155, 33, 891, 879, 879, 892, 1882, 33, 2230, 1560, 33, 1573, 33, 879, 498, 3024, 33, 1678, 1564, 33, 899, 890, 890, 890, 879, 996, 879, 879, 891, 879, 879, 879, 879, 879, 878, 878, 878, 879, 894, 879, 1750, 33, 2403, 33, 2050, 33, 2107, 33, 2032, 33, 1725, 33, 1370, 33, 1218, 33, 1389, 33, 8724, 33, 8328, 33, 8223, 33, 8223, 33, 8384, 33, 8222, 33, 2641, 33, 2127, 33, 2126, 33, 2323, 33, 2255, 33, 900, 889, 2203, 33, 1942, 33, 901, 996, 1914, 33, 890, 891, 1551, 33, 878, 1592, 33, 1536, 33, 890, 879, 891, 878, 879, 1382, 33, 891, 879, 4106, 33, 879, 879, 879, 891, 879, 879, 896, 984, 883, 1169, 33, 879, 891, 3767, 878, 33, 878, 3704, 33, 4038, 33, 3721, 33, 3593, 33, 3733, 33, 1950, 33, 1404, 33, 1391, 33, 1547, 33, 1554, 33, 1626, 33, 1318, 33, 1116, 33, 1274, 33, 1116, 33, 1307, 33, 901, 891, 891, 891, 2291, 2691, 33, 4546, 33, 4523, 33, 878, 890, 1901, 2695, 33, 4491, 33, 879, 878, 3289, 1235, 33, 891, 879, 879, 879, 1846, 33, 2360, 33, 1163, 33, 1163, 33, 1163, 33, 878, 1415, 33, 983, 1728, 33, 878, 890, 1359, 33, 879, 879, 896, 879, 879, 879, 2237, 3959, 33, 1399, 33, 1332, 33, 1661, 33, 1392, 33, 878, 879, 889, 6136, 33, 5827, 33, 5761, 33, 5768, 33, 5783, 33, 880, 1887, 3963, 33, 891, 879, 5785, 33, 4732, 33, 890, 900, 4257, 33, 4061, 33, 890, 5110, 33, 995, 878, 1919, 2911, 33, 889, 877, 891, 900, 7118, 890, 33, 4872, 33, 6721, 33, 6540, 33, 6699, 33, 878, 3730, 33, 3445, 33, 3381, 33, 899, 878, 4519, 33, 1893, 2248, 33, 898, 890, 889, 889, 877, 2191, 2952, 891, 33, 983, 878, 878, 878, 4847, 33, 4790, 33, 4587, 33, 4768, 33, 757, 1157, 33, 1559, 33, 1515, 33, 1373, 33, 1562, 33, 899, 889, 1945, 33, 1829, 33, 878, 878, 1365, 33, 877, 1509, 33, 877, 878, 879, 878, 878, 1349, 33, 1462, 33, 879, 4522, 33, 4205, 33, 4199, 33, 459, 3776, 33, 879, 1895, 2311, 33, 258, 3771, 33, 890, 764, 2837, 33, 899, 2724, 33, 995, 891, 813, 1208, 33, 879, 879, 1603, 33, 1648, 33, 1421, 33, 901, 890, 3753, 119, 33, 878, 890, 890, 878, 3295, 33, 2191, 3926, 33, 3444, 33, 3408, 33, 877, 878, 878, 879, 892, 5748, 33, 5214, 7749, 33, 6151, 33, 5767, 33, 12570, 33, 12852, 33, 891, 879, 903, 2231, 2102, 33, 9767, 33, 3962, 33, 978, 889, 3168, 33, 2805, 33, 2813, 33, 2799, 33, 899, 891, 891, 879, 879, 2268, 1672, 33, 891, 1884, 1676, 33, 2066, 33, 1693, 33, 1686, 33, 3815, 33, 898, 878, 890, 1835, 33, 1495, 33, 878, 1315, 33, 2205, 2098, 33, 877, 253, 3558, 33, 878, 4314, 33, 925, 969, 877, 877, 878, 878, 877, 5532, 33, 1924, 33, 5263, 33, 5153, 33, 1763, 33, 1551, 33, 1555, 33, 889, 8139, 2034, 33, 878, 878, 4274, 33, 4262, 33, 3690, 33, 5801, 33, 900],\n", " [512, 70, 2473, 333, 4, 186, 1, 40, 64, 48, 45, 37, 5859, 4040, 33, 33, 397, 33, 398, 33, 4047, 5604, 398, 33, 4039, 398, 33, 398, 33, 3785, 397, 33, 3778, 397, 33, 3777, 397, 33, 3784, 398, 33, 5626, 4073, 397, 33, 397, 33, 3801, 3811, 398, 33, 397, 33, 3795, 3800, 398, 33, 398, 33, 5612, 397, 33, 4079, 398, 33, 3803, 3793, 397, 33, 3805, 398, 33, 398, 33, 3783, 5561, 225, 33, 4021, 224, 33, 224, 33, 3752, 225, 33, 1002, 346, 33, 37, 190, 33, 6343, 6320, 6318, 224, 33, 224, 33, 224, 33, 6354, 6356, 398, 33, 398, 33, 6355, 6357, 397, 33, 397, 33, 6350, 6352, 397, 33, 6338, 6342, 397, 33, 398, 33, 398, 33, 6352, 6351, 6336, 397, 33, 397, 33, 6340, 397, 33, 397, 33, 6317, 6317, 398, 33, 397, 33, 6337, 6341, 397, 33, 398, 33, 6365, 6365, 398, 33, 397, 33, 6356],\n", " [512, 70, 2473, 333, 4, 186, 1, 40, 64, 48, 45, 37, 1157, 346, 33, 33, 37, 217, 33, 6196, 3801, 500, 33, 501, 33, 6231, 3813, 6214, 423, 33, 422, 33, 3802, 422, 33, 422, 33, 6217, 422, 33, 3795, 6211, 422, 33, 3784, 422, 33, 423, 33, 6202, 423, 33, 3785, 6197, 423, 33, 422, 33, 3812, 6229, 3799, 422, 33, 423, 33, 6217, 422, 33, 422, 33, 3792, 6205, 423, 33, 423, 33, 3801, 422, 33, 6219, 3798, 6217, 423, 33, 422, 33, 423, 33, 3813, 6228, 3799, 423, 33, 6216, 423, 33, 423, 33, 422, 33, 3801, 6217, 422, 33, 422, 33, 3824, 6241, 3810, 423, 33, 422, 33, 422, 33, 6228, 3811, 423, 33, 422, 33, 6230, 422, 33, 3809, 422, 33, 6227, 3800, 6216, 422, 33, 423, 33, 422, 33, 3803, 6214, 3810, 422, 33, 422, 33, 6208, 3796, 422, 33, 422, 33, 422, 33, 6216, 422, 33, 3821, 6236, 422, 33, 3812, 6226, 423, 33, 422, 33, 423, 33, 3809, 422, 33, 6219, 3799, 6201, 423, 33, 422, 33, 3792, 423, 33, 422, 33, 6200, 3791, 422, 33, 422, 33, 6225, 3811, 423, 33, 422, 33, 6229, 3813, 422, 33, 423, 33, 6202, 3789, 6205, 423, 33, 422, 33, 423, 33, 3753, 6168, 3741, 422, 33, 6158, 422, 33, 422, 33, 422, 33, 3744, 6157, 422, 33, 422, 33, 3792, 6206, 3778, 423, 33, 6196, 423, 33, 422, 33, 422, 33, 3781, 6196, 423, 33, 423, 33, 3754, 6169, 3742, 423, 33, 422, 33, 422, 33, 6159, 422, 33, 3742, 6159, 422, 33, 422, 33, 3798, 6214, 3791, 423, 33, 6203, 422, 33, 422, 33, 422, 33, 970, 345, 37, 294, 33, 6215, 3788, 422, 33, 422, 33, 6245, 3832, 423, 33, 422, 33, 6235, 3822, 423, 33, 422, 33, 6237, 3819, 422, 33, 422, 33, 6282, 3866, 422, 33, 422, 33, 422, 33, 422, 33, 6271, 423, 33, 3857, 422, 33, 6271, 3854, 422, 33, 423, 33, 6228, 3811, 6216, 422, 33, 422, 33, 422, 33, 3802, 422, 33, 6218, 423, 33, 3747, 6162, 3731, 423, 33, 423, 33, 6151, 422, 33, 423, 33, 3736, 422, 33, 6204, 3788, 6191, 422, 33, 422, 33, 3779, 422, 33, 423, 33, 6190, 3780, 423, 33, 422, 33, 6219, 3801, 422, 33, 422, 33, 6192, 3775, 422, 33, 423, 33, 6207, 3792, 6202, 422, 33, 422, 33, 3783, 422, 33, 422, 33, 6202, 3782, 422, 33, 422, 33, 6213, 3800, 6200, 422, 33, 422, 33, 423, 33, 3788, 422, 33, 6201, 3787, 422, 33, 422, 33, 6203, 3789, 6188, 422, 33, 422, 33, 3778, 423, 33, 422, 33, 6190, 3778, 422, 33, 423, 33, 6206, 3788, 6199, 422, 33, 423, 33, 3778, 422, 33, 423, 33, 6198, 3780, 6158, 422, 33, 422, 33, 423, 33, 3743, 6148, 3729, 422, 33, 422, 33, 423, 33, 6145, 3731, 423, 33, 422, 33, 6242, 3827, 423, 33, 422, 33, 6230, 3816, 423, 33, 422, 33, 6233, 3816, 422, 33, 423, 33, 6302, 3887, 6296, 422, 33, 3876, 422, 33, 422, 33, 422, 33, 6297, 3876, 422, 33, 422, 33, 6241, 3827, 6237, 422, 33, 423, 33, 3816, 423, 33, 422, 33, 6238, 3817, 422, 33, 423, 33, 6157, 3743, 6147, 423, 33, 422, 33, 3731, 422, 33, 423, 33, 6148, 3731, 422, 33, 422, 33, 6202, 3788, 6189, 422, 33, 422, 33, 3775, 423, 33, 423, 33, 6192, 423, 33, 3793, 6210, 3782, 422, 33, 6197, 423, 33, 422, 33, 422, 33, 3784, 423, 33, 6392, 3976, 6387, 422, 33, 423, 33, 423, 33, 1005, 346, 37, 215, 33, 6226, 3805, 6202, 422, 33, 3795, 422, 33, 422, 33, 422, 33, 6212, 3793, 422, 33, 423, 33, 6203, 422, 33, 3795, 423, 33, 6202, 3794, 423, 33, 422, 33, 6224, 3809, 6211, 422, 33, 422, 33, 422, 33, 423, 33, 6229, 3815, 422, 33, 422, 33, 6213, 3798, 422, 33, 422, 33, 6235, 3820, 423, 33, 423, 33, 983, 345, 37, 216, 33, 6220, 3799, 423, 33, 423, 33, 6216, 3800, 423, 33, 6205, 422, 33, 3791, 423, 33, 423, 33, 6206, 423, 33, 3810, 6224, 3797, 422, 33, 422, 33, 423, 33, 6213, 423, 33, 3802, 6216, 3792, 423, 33, 422, 33, 422, 33, 6206, 422, 33, 3812, 6226, 422, 33, 422, 33, 3797, 6214, 423, 33, 422, 33, 3794, 6208, 422, 33, 422, 33, 3792, 6209, 423, 33, 422, 33, 3790, 6211]], dtype=object)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stream_length_array" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[1, 2, 8, 9, 11, 4, 21, 26, 23, 23, 23, 22],\n", " [1, 2, 21, 23, 23, 23, 21, 1, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23],\n", " [1, 2, 21, 23, 23, 23, 21, 1, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23],\n", " ...,\n", " [1, 2, 8, 9, 11, 4, 21, 26, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23],\n", " [1, 2, 8, 9, 11, 4, 21, 26, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23],\n", " [1, 2, 8, 9, 11, 4, 21, 26, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23]], dtype=object)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stream_type_array" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "stream_type_dict = dict()\n", "stream_length_dict = dict()\n", "stream_burst_dict = dict()\n", "for i in range(len(stream_type_l)):\n", " stream_type = stream_type_l[i]\n", " stream_length = stream_length_l[i]\n", " stream_burst = stream_bursd_l[i]\n", " if stream_label[i] not in stream_type_dict:\n", " stream_type_dict[stream_label[i]] = list()\n", " stream_type_dict[stream_label[i]].append(stream_type)\n", " stream_length_dict[stream_label[i]] = list()\n", " stream_length_dict[stream_label[i]].append(stream_length)\n", " stream_burst_dict[stream_label[i]] = list()\n", " stream_burst_dict[stream_label[i]].append(stream_burst)\n", " else :\n", " stream_type_dict[stream_label[i]].append(stream_type)\n", " stream_length_dict[stream_label[i]].append(stream_length)\n", " stream_burst_dict[stream_label[i]].append(stream_burst)\n", "pd.Series(stream_label).value_counts()\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "import random\n", "def divide_train(stream_dict):\n", " stream_train_dict = dict()\n", " for key, value in stream_dict.items():\n", " #random.shuffle(value)\n", " stream_train_dict[key] = value[:int(len(value)*0.75)]\n", " return stream_train_dict\n", "def divide_test(stream_dict):\n", " stream_test_dict = dict()\n", " for key, value in stream_dict.items():\n", " #random.shuffle(value)\n", " stream_test_dict[key] = value[int(len(value)*0.75):]\n", " return stream_test_dict\n", "stream_type_train_dict = divide_train(stream_type_dict)\n", "stream_length_train_dict = divide_train(stream_length_dict)\n", "stream_burst_train_dict = divide_train(stream_burst_dict)\n", "stream_type_test_dict = divide_test(stream_type_dict)\n", "stream_length_test_dict = divide_test(stream_length_dict)\n", "stream_burst_test_dict = divide_test(stream_burst_dict)\n", "len(stream_type_train_dict['weibo'])\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "#type markov start and end state\n", "type_start_state = dict()\n", "type_end_state = dict()\n", "#transition_matrix = np.zero((27,27))\n", "for key,value in stream_type_train_dict.items():\n", " start_state = pd.Series([line[0] for line in value]).value_counts()\n", " end_state = pd.Series([line[-1] for line in value]).value_counts()\n", " type_start_state[key] = start_state/start_state.sum()\n", " type_end_state[key] = end_state/end_state.sum()\n", "\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "#type markov transition_matrix\n", "type_transition_matrix = {key : pd.DataFrame(np.zeros((27,27))) for key in stream_type_train_dict.keys()}\n", "for key,value in stream_type_test_dict.items():\n", " t_value = type_transition_matrix[key]\n", " for line in value:\n", " for i,i_value in enumerate(line):\n", " if i == len(line) - 1:\n", " break\n", " t_value.iloc[i_value,line[i+1]] += 1\n", " type_transition_matrix[key] = t_value.apply(lambda x:x/x.sum(),axis = 'columns').fillna(0)\n", "type_transition_matrix['weibo']\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "#length markov start and end state\n", "length_count = dict()\n", "for key,value in stream_length_train_dict.items():\n", " length_count[key] = dict()\n", " for line in value:\n", " for i in line:\n", " if i not in length_count[key]:\n", " length_count[key][i] = 1\n", " else :\n", " length_count[key][i] += 1\n", " length_count[key] = pd.Series(length_count[key]).sort_values(ascending=False)\n", "len(length_count['weibo'])\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "length_list = dict()\n", "for key,value in length_count.items():\n", " length_list[key] = dict()\n", " length_sum = 0\n", " pos = 0\n", " for i in range(len(value)):\n", " if length_sum >= value.sum()*0.8:# or value.iloc[i] <= 1:\n", " break\n", " length_sum += value.iloc[i]\n", " length_list[key][value.index[i]] = pos\n", " pos += 1\n", "len(length_list['weibo'])\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "stream_length_cdict = dict()\n", "for key,value in stream_length_train_dict.items():\n", " change_list = length_list[key].keys()\n", " for i,line in enumerate(value):\n", " change_line = [min(change_list, key=lambda x:abs(x-i)) for i in line]\n", " value[i] = change_line\n", " stream_length_cdict[key] = value\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "length_start_state = dict()\n", "length_end_state = dict()\n", "for key,value in stream_length_cdict.items():\n", " length_start_state[key] = pd.Series([length_list[key][x[0]] for x in value]).value_counts()\n", " length_end_state[key] = pd.Series([length_list[key][x[-1]] for x in value]).value_counts()\n", " length_start_state[key] = length_start_state[key]/length_start_state[key].sum()\n", " length_end_state[key] = length_end_state[key]/length_end_state[key].sum()\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "#length transition matrix\n", "length_transition_matrix = dict()\n", "\n", "for key,value in stream_length_cdict.items():\n", " shape = (len(length_list[key]),len(length_list[key]))\n", " transition = pd.DataFrame(np.zeros(shape))\n", " for line in value:\n", " for i,x in enumerate(line):\n", " if i >= len(line)-1:\n", " break\n", " transition.iloc[length_list[key][x], length_list[key][line[i+1]]] += 1\n", " length_transition_matrix[key] = transition.apply(lambda x:x/x.sum(),axis = 'columns').fillna(0)\n", "#print(length_transition_matrix['chrome'].iloc[5,24])\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "#burst markov start and end state\n", "burst_count = dict()\n", "for key,value in stream_burst_train_dict.items():\n", " burst_count[key] = dict()\n", " for line in value:\n", " for i in line:\n", " if i not in burst_count[key]:\n", " burst_count[key][i] = 1\n", " else :\n", " burst_count[key][i] += 1\n", " burst_count[key] = pd.Series(burst_count[key]).sort_values(ascending=False)\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "427" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "burst_list = dict()\n", "for key,value in burst_count.items():\n", " burst_list[key] = dict()\n", " burst_sum = 0\n", " pos = 0\n", " for i in range(len(value)):\n", " if burst_sum >= value.sum()*0.6:# or value.iloc[i] <= 1:\n", " break\n", " burst_sum += value.iloc[i]\n", " burst_list[key][value.index[i]] = pos\n", " pos += 1\n", "len(burst_list['weibo'])" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[517, 3888, 910, 763, 133],\n", " [517, 3888, 1427, 388, 133],\n", " [517, 4053, 1051, 640],\n", " [517, 5867, 349, 4762],\n", " [517, 4053, 789, 796, 922, 11249],\n", " [517, 5144, 390, 71854, 31],\n", " [517, 4469, 478, 7261, 31],\n", " [517, 4469, 491, 3501, 31],\n", " [517, 4469, 540, 7533, 31],\n", " [517, 4469, 544, 7703, 31],\n", " [517, 4469, 500, 14114, 31],\n", " [517,\n", " 4469,\n", " 487,\n", " 4396,\n", " 355,\n", " 8950,\n", " 338,\n", " 7348,\n", " 355,\n", " 7393,\n", " 360,\n", " 2613,\n", " 343,\n", " 55408,\n", " 345,\n", " 7865,\n", " 354,\n", " 8500,\n", " 343,\n", " 9910,\n", " 341,\n", " 25133,\n", " 31],\n", " [517, 4469, 542, 7964, 416, 8864, 31],\n", " [517, 4469, 539, 7240, 31],\n", " [517, 3081, 1523],\n", " [517, 5871, 1656, 549, 1656, 549, 2051, 618],\n", " [517, 4053, 942, 11474],\n", " [517, 5867, 744, 4762],\n", " [203, 5855, 995, 602],\n", " [517, 7738, 386, 311, 31],\n", " [517, 4469, 538, 15677, 31],\n", " [517, 4469, 537, 7849, 31],\n", " [517, 5083, 475, 12557, 31],\n", " [517, 3100, 1171, 255],\n", " [517, 4469, 496, 8095, 371, 26710, 371, 11259, 371, 36073, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 15017,\n", " 337,\n", " 192965,\n", " 337,\n", " 40654,\n", " 337,\n", " 33879,\n", " 337,\n", " 30693,\n", " 337,\n", " 42191,\n", " 337,\n", " 36577,\n", " 339,\n", " 46263,\n", " 337,\n", " 37770,\n", " 337,\n", " 67799,\n", " 337,\n", " 105843,\n", " 337,\n", " 12398,\n", " 337,\n", " 16396,\n", " 337,\n", " 28332,\n", " 337,\n", " 21093,\n", " 361],\n", " [517, 4469, 470, 28453, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 38267,\n", " 344,\n", " 24294,\n", " 344,\n", " 46586,\n", " 344,\n", " 88974,\n", " 344,\n", " 12602,\n", " 344,\n", " 32423,\n", " 344,\n", " 24099,\n", " 344,\n", " 22449,\n", " 344,\n", " 15422,\n", " 344,\n", " 18637,\n", " 31],\n", " [517, 4469, 538, 8218, 413, 8941, 31],\n", " [517, 4469, 536, 5537, 412, 5618, 412, 8615, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 4047,\n", " 412,\n", " 9219,\n", " 411,\n", " 7816,\n", " 415,\n", " 8925,\n", " 413,\n", " 7067,\n", " 413,\n", " 11640,\n", " 413,\n", " 5939,\n", " 411,\n", " 5996,\n", " 413,\n", " 5894,\n", " 411,\n", " 9053,\n", " 413,\n", " 7617,\n", " 31],\n", " [517, 4469, 539, 6212, 413, 5240, 411, 6760, 411, 8467, 413, 8558, 31],\n", " [517, 4469, 539, 8330, 417, 7715, 411, 6578, 413, 8742, 31],\n", " [517, 4469, 537, 8777, 31],\n", " [517, 4469, 539, 16153, 411, 10606, 415, 10898, 411, 9051, 31],\n", " [542, 4896, 976, 14439, 337, 13796, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 2807,\n", " 344,\n", " 35214,\n", " 344,\n", " 58072,\n", " 344,\n", " 14488,\n", " 344,\n", " 27819,\n", " 344,\n", " 23744,\n", " 344,\n", " 59606,\n", " 344,\n", " 13293,\n", " 31],\n", " [517,\n", " 4469,\n", " 487,\n", " 4468,\n", " 355,\n", " 8093,\n", " 335,\n", " 7184,\n", " 355,\n", " 6922,\n", " 337,\n", " 6956,\n", " 352,\n", " 8186,\n", " 357,\n", " 7232,\n", " 339,\n", " 7307,\n", " 339,\n", " 8402,\n", " 356,\n", " 8229,\n", " 353,\n", " 8586,\n", " 351,\n", " 7802,\n", " 355,\n", " 9953,\n", " 353,\n", " 7550,\n", " 356,\n", " 7481,\n", " 355,\n", " 9786,\n", " 339,\n", " 51308,\n", " 340,\n", " 6636,\n", " 345,\n", " 7308,\n", " 347,\n", " 6657,\n", " 342,\n", " 8925,\n", " 342,\n", " 9312,\n", " 350,\n", " 7425,\n", " 364,\n", " 3378,\n", " 336,\n", " 24181,\n", " 356,\n", " 2883,\n", " 335,\n", " 12147,\n", " 357,\n", " 4757,\n", " 358,\n", " 2618,\n", " 360,\n", " 2654,\n", " 337,\n", " 17915,\n", " 360,\n", " 4321,\n", " 354,\n", " 2795,\n", " 335,\n", " 1458,\n", " 364,\n", " 4215,\n", " 368,\n", " 4881,\n", " 360,\n", " 2691,\n", " 364,\n", " 3449,\n", " 31],\n", " [517, 4469, 468, 11962, 31],\n", " [517, 3100, 1257, 255],\n", " [517,\n", " 4469,\n", " 470,\n", " 38772,\n", " 344,\n", " 20647,\n", " 346,\n", " 44296,\n", " 344,\n", " 27509,\n", " 344,\n", " 28420,\n", " 344,\n", " 19395,\n", " 344,\n", " 20369,\n", " 344,\n", " 20131,\n", " 344,\n", " 34115,\n", " 344,\n", " 32612,\n", " 344,\n", " 16080,\n", " 346,\n", " 153245,\n", " 31],\n", " [517, 4469, 470, 43189, 344, 26815, 344, 15204, 344, 23885, 31],\n", " [517, 4469, 536, 4587, 412, 9900, 31],\n", " [542, 4896, 978, 53665, 24],\n", " [517, 4469, 496, 18366, 371, 30819, 31],\n", " [517, 4469, 470, 13991, 31],\n", " [517, 4469, 536, 12610, 410, 10310, 31],\n", " [517, 4469, 536, 8688, 415, 10740, 410, 10877, 31],\n", " [517, 4469, 470, 13984, 31],\n", " [517, 4469, 539, 9572, 411, 7333, 415, 8247, 413, 6904, 414, 8992, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 23528,\n", " 344,\n", " 15942,\n", " 344,\n", " 23793,\n", " 344,\n", " 5182,\n", " 344,\n", " 14393,\n", " 344,\n", " 21207,\n", " 31],\n", " [517, 4469, 470, 7237, 31],\n", " [517, 4469, 470, 23353, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 47549,\n", " 344,\n", " 25955,\n", " 344,\n", " 9787,\n", " 346,\n", " 264890,\n", " 346,\n", " 82407,\n", " 344,\n", " 28364,\n", " 344,\n", " 13710,\n", " 344,\n", " 15109,\n", " 344,\n", " 16750,\n", " 344,\n", " 24700,\n", " 344,\n", " 23244,\n", " 344,\n", " 19794,\n", " 344,\n", " 6901,\n", " 344,\n", " 9569,\n", " 344,\n", " 21057,\n", " 344,\n", " 7570,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 27670,\n", " 346,\n", " 300071,\n", " 344,\n", " 16148,\n", " 344,\n", " 13728,\n", " 344,\n", " 18348,\n", " 344,\n", " 17365,\n", " 344,\n", " 10457,\n", " 31],\n", " [517, 4469, 470, 11817, 344, 21408, 344, 7876, 31],\n", " [517, 4469, 481, 3811, 360, 4655, 31],\n", " [517, 4469, 537, 4477, 411, 14739, 415, 3552, 411, 7911, 413, 9557, 31],\n", " [517, 4469, 496, 6936, 371, 17634, 371, 66379, 31],\n", " [517, 4469, 470, 16694, 344, 22395, 344, 12926, 344, 5541, 344, 16131, 31],\n", " [517,\n", " 4469,\n", " 480,\n", " 6972,\n", " 337,\n", " 20847,\n", " 364,\n", " 4342,\n", " 364,\n", " 3425,\n", " 337,\n", " 17879,\n", " 348,\n", " 3577,\n", " 343,\n", " 10186,\n", " 364,\n", " 3433,\n", " 359,\n", " 5608,\n", " 341,\n", " 7223,\n", " 337,\n", " 19078,\n", " 341,\n", " 11612,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 33962,\n", " 337,\n", " 18822,\n", " 337,\n", " 7559,\n", " 337,\n", " 17761,\n", " 337,\n", " 28800,\n", " 337,\n", " 48891,\n", " 24],\n", " [517,\n", " 4896,\n", " 918,\n", " 11695,\n", " 337,\n", " 11211,\n", " 339,\n", " 155854,\n", " 337,\n", " 36721,\n", " 337,\n", " 28829,\n", " 337,\n", " 14170,\n", " 337,\n", " 33907,\n", " 337,\n", " 34444,\n", " 337,\n", " 34888,\n", " 339,\n", " 51689,\n", " 337,\n", " 14499,\n", " 337,\n", " 17413,\n", " 337,\n", " 13301,\n", " 337,\n", " 5896,\n", " 337,\n", " 16486,\n", " 337,\n", " 26239,\n", " 337,\n", " 21926,\n", " 337,\n", " 21441,\n", " 24],\n", " [517,\n", " 4469,\n", " 541,\n", " 8231,\n", " 411,\n", " 1958,\n", " 413,\n", " 8447,\n", " 411,\n", " 5422,\n", " 413,\n", " 9422,\n", " 414,\n", " 5465,\n", " 413,\n", " 7769,\n", " 411,\n", " 9813,\n", " 415,\n", " 11305,\n", " 31],\n", " [517, 4896, 918, 32394, 337, 47080, 337, 14233, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 23346,\n", " 344,\n", " 23376,\n", " 346,\n", " 259513,\n", " 346,\n", " 218844,\n", " 344,\n", " 14120,\n", " 344,\n", " 16054,\n", " 344,\n", " 10620,\n", " 344,\n", " 12624,\n", " 344,\n", " 14067,\n", " 344,\n", " 10271,\n", " 346,\n", " 49396,\n", " 344,\n", " 25998,\n", " 344,\n", " 14386,\n", " 344,\n", " 12214,\n", " 344,\n", " 5323,\n", " 344,\n", " 5247,\n", " 344,\n", " 24714,\n", " 344,\n", " 10321,\n", " 344,\n", " 18367,\n", " 31],\n", " [517,\n", " 4469,\n", " 472,\n", " 45203,\n", " 344,\n", " 22523,\n", " 344,\n", " 11601,\n", " 346,\n", " 256714,\n", " 344,\n", " 11490,\n", " 344,\n", " 60470,\n", " 344,\n", " 40257,\n", " 344,\n", " 19434,\n", " 344,\n", " 26593,\n", " 344,\n", " 13155,\n", " 344,\n", " 24123,\n", " 344,\n", " 5163,\n", " 345,\n", " 41721,\n", " 344,\n", " 4863,\n", " 344,\n", " 23247,\n", " 344,\n", " 23462,\n", " 344,\n", " 8161,\n", " 344,\n", " 23033,\n", " 344,\n", " 23780,\n", " 31],\n", " [517, 4469, 537, 8759, 413, 8375, 31],\n", " [517,\n", " 6173,\n", " 239,\n", " 361,\n", " 2815,\n", " 346,\n", " 1267,\n", " 346,\n", " 1320,\n", " 346,\n", " 4767,\n", " 346,\n", " 1953,\n", " 346,\n", " 1522,\n", " 346,\n", " 1378,\n", " 346,\n", " 4935,\n", " 346,\n", " 1689,\n", " 346,\n", " 3913,\n", " 346,\n", " 1867,\n", " 346,\n", " 4180,\n", " 346,\n", " 3858,\n", " 346,\n", " 4042,\n", " 346,\n", " 3439,\n", " 377],\n", " [517, 4000, 930, 1400, 31, 63],\n", " [517, 13712, 1731, 1367],\n", " [517, 4469, 539, 9845, 31],\n", " [517, 4469, 538, 8473, 31],\n", " [517, 4469, 537, 10091, 31],\n", " [517, 4469, 537, 13375, 411, 6357, 31],\n", " [517, 4469, 470, 18216, 344, 25503, 344, 50448, 344, 8280, 344, 11121, 31],\n", " [517, 4469, 470, 7558, 31],\n", " [517, 4469, 470, 24851, 344, 4945, 344, 8690, 31],\n", " [517, 4469, 470, 48117, 344, 4185, 31],\n", " [517, 4896, 918, 28851, 337, 4225, 24],\n", " [517, 4469, 470, 3972, 31],\n", " [517, 4469, 470, 10289, 31],\n", " [517, 3534, 381, 385, 77],\n", " [517, 5871, 2051, 618],\n", " [517, 4469, 537, 9798, 413, 10477, 31],\n", " [517, 4896, 919, 31240, 24],\n", " [517, 4469, 537, 8625, 31],\n", " [517, 4469, 497, 21656, 31],\n", " [517, 4469, 470, 29727, 31],\n", " [558, 4896, 992, 9025, 337, 16059, 24],\n", " [517,\n", " 6173,\n", " 4518,\n", " 346,\n", " 3882,\n", " 346,\n", " 3793,\n", " 346,\n", " 4173,\n", " 346,\n", " 3817,\n", " 346,\n", " 3840,\n", " 346,\n", " 4141,\n", " 346,\n", " 3824,\n", " 346,\n", " 3791,\n", " 346,\n", " 3979,\n", " 377],\n", " [517, 4469, 537, 8577, 31],\n", " [517, 4469, 470, 53442, 31],\n", " [517, 4469, 539, 9104, 413, 8952, 31],\n", " [517, 4469, 467, 6932, 337, 20431, 31],\n", " [517, 4469, 497, 13481, 31],\n", " [517, 4469, 470, 33136, 31],\n", " [517, 4469, 470, 17124, 31],\n", " [517, 4469, 497, 13839, 371, 34020, 31],\n", " [517, 4469, 537, 7614, 411, 12853, 411, 9096, 31],\n", " [517, 4896, 918, 19424, 24],\n", " [517, 4469, 470, 9777, 31],\n", " [517, 4469, 539, 8242, 31],\n", " [517, 6173, 3468, 377],\n", " [517, 4469, 470, 15639, 344, 22749, 344, 150077, 344, 13009, 344, 14623, 31],\n", " [517, 4469, 539, 11623, 31],\n", " [517, 4469, 490, 3476, 31],\n", " [517, 4469, 539, 7581, 413, 14199, 446],\n", " [517, 4469, 470, 28620, 31],\n", " [517, 4469, 470, 28041, 31],\n", " [542, 4896, 976, 24972, 24],\n", " [517, 4469, 537, 10404, 31],\n", " [517, 5141, 482, 5613, 31],\n", " [517, 5141, 482, 6564, 31],\n", " [517, 4469, 478, 1644, 351, 26093, 31],\n", " [517, 4469, 472, 22882, 31],\n", " [517, 4469, 470, 23022, 31],\n", " [517, 4469, 536, 9301, 31],\n", " [517, 4469, 538, 7667, 413, 8878, 411, 7555, 413, 4927, 411, 10337, 31],\n", " [517, 4469, 536, 8103, 410, 7255, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 20270,\n", " 344,\n", " 30700,\n", " 344,\n", " 28503,\n", " 344,\n", " 21622,\n", " 344,\n", " 31920,\n", " 344,\n", " 18495,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 31455,\n", " 337,\n", " 24253,\n", " 337,\n", " 23733,\n", " 337,\n", " 114650,\n", " 337,\n", " 5101,\n", " 337,\n", " 11351,\n", " 337,\n", " 19110,\n", " 337,\n", " 47762,\n", " 337,\n", " 169292,\n", " 337,\n", " 40957,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 23028,\n", " 344,\n", " 21140,\n", " 344,\n", " 19415,\n", " 344,\n", " 15804,\n", " 344,\n", " 24225,\n", " 344,\n", " 21251,\n", " 344,\n", " 24273,\n", " 31],\n", " [517, 4469, 497, 31430, 371, 29409, 31],\n", " [517, 4469, 541, 8498, 411, 6165, 411, 9992, 31],\n", " [517, 4469, 470, 18596, 344, 22925, 31],\n", " [517, 4469, 487, 2987, 341, 4921, 354, 9322, 337, 22188, 31],\n", " [517, 4469, 537, 8159, 415, 8834, 411, 7877, 31],\n", " [542, 4896, 976, 30189, 24],\n", " [517, 4896, 918, 28305, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 23669,\n", " 344,\n", " 41928,\n", " 344,\n", " 27502,\n", " 344,\n", " 16697,\n", " 344,\n", " 21877,\n", " 344,\n", " 31433,\n", " 344,\n", " 16873,\n", " 344,\n", " 45603,\n", " 344,\n", " 14975,\n", " 344,\n", " 44875,\n", " 344,\n", " 34751,\n", " 346,\n", " 70495,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 9888,\n", " 344,\n", " 18711,\n", " 344,\n", " 12331,\n", " 344,\n", " 19217,\n", " 344,\n", " 17482,\n", " 344,\n", " 20150,\n", " 344,\n", " 7303,\n", " 344,\n", " 33113,\n", " 346,\n", " 12882,\n", " 31],\n", " [517, 4469, 538, 8638, 31],\n", " [517, 4469, 497, 45859, 31],\n", " [517, 4469, 539, 7125, 411, 7611, 31],\n", " [517, 4469, 537, 8881, 31],\n", " [517, 4896, 918, 12614, 337, 15474, 24],\n", " [517, 4469, 538, 13445, 410, 6980, 31],\n", " [517, 4469, 470, 20372, 344, 5637, 344, 25019, 344, 23798, 344, 40144, 31],\n", " [517, 4469, 470, 24689, 344, 68229, 31],\n", " [517, 4469, 470, 29126, 31],\n", " [517, 4469, 470, 16213, 31],\n", " [517, 4469, 537, 7440, 442],\n", " [517, 4469, 488, 11673, 31],\n", " [517, 4469, 463, 20022, 337, 23197, 343, 6739, 368],\n", " [517, 4469, 540, 11297, 31],\n", " [517, 4469, 538, 11481, 31],\n", " [517, 4469, 537, 10254, 413, 6703, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 8098,\n", " 415,\n", " 5248,\n", " 412,\n", " 6323,\n", " 411,\n", " 9575,\n", " 413,\n", " 3265,\n", " 411,\n", " 10611,\n", " 411,\n", " 7659,\n", " 444],\n", " [517, 4469, 452, 2951, 31],\n", " [517, 4469, 461, 2646, 31],\n", " [517,\n", " 4469,\n", " 464,\n", " 5327,\n", " 326,\n", " 3004,\n", " 344,\n", " 2095,\n", " 335,\n", " 15529,\n", " 335,\n", " 15448,\n", " 325,\n", " 16551,\n", " 335,\n", " 16345,\n", " 321,\n", " 15908,\n", " 333,\n", " 7849,\n", " 31],\n", " [517, 5299, 470, 166410, 31],\n", " [517, 5299, 470, 178352, 31],\n", " [517, 4469, 538, 16071, 410, 9815, 31],\n", " [517, 4469, 470, 20744, 31],\n", " [517, 4469, 497, 23338, 371, 47133, 371, 17615, 371, 17704, 371, 25266, 31],\n", " [517, 4896, 918, 17294, 24],\n", " [517, 4469, 539, 9959, 411, 7743, 413, 8313, 31],\n", " [563, 3739, 1057, 200295, 24],\n", " [517,\n", " 3739,\n", " 978,\n", " 110614,\n", " 397,\n", " 132453,\n", " 396,\n", " 108079,\n", " 399,\n", " 152139,\n", " 398,\n", " 108171,\n", " 24],\n", " [547, 3739, 1040, 135497, 398, 106040, 397, 92794, 24],\n", " [517, 4469, 470, 57862, 344, 27419, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 75173,\n", " 344,\n", " 18208,\n", " 344,\n", " 30042,\n", " 344,\n", " 9921,\n", " 344,\n", " 49796,\n", " 344,\n", " 40022,\n", " 344,\n", " 16067,\n", " 344,\n", " 39090,\n", " 344,\n", " 21754,\n", " 344,\n", " 38999,\n", " 344,\n", " 49273,\n", " 31],\n", " [517, 4469, 536, 2565, 31],\n", " [517, 4469, 536, 2061, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 28602,\n", " 337,\n", " 8459,\n", " 337,\n", " 11626,\n", " 337,\n", " 17080,\n", " 337,\n", " 17561,\n", " 337,\n", " 35079,\n", " 337,\n", " 26746,\n", " 337,\n", " 23158,\n", " 337,\n", " 21877,\n", " 337,\n", " 23743,\n", " 337,\n", " 74502,\n", " 337,\n", " 86450,\n", " 337,\n", " 19448,\n", " 337,\n", " 18031,\n", " 24],\n", " [517,\n", " 4469,\n", " 476,\n", " 11900,\n", " 337,\n", " 21847,\n", " 337,\n", " 17137,\n", " 337,\n", " 22027,\n", " 337,\n", " 20190,\n", " 341,\n", " 14682,\n", " 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 6780,\n", " 415,\n", " 6110,\n", " 413,\n", " 8353,\n", " 415,\n", " 6853,\n", " 413,\n", " 8459,\n", " 410,\n", " 2068,\n", " 412,\n", " 2222,\n", " 413,\n", " 8857,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 21661,\n", " 337,\n", " 41287,\n", " 337,\n", " 42342,\n", " 337,\n", " 10589,\n", " 337,\n", " 23439,\n", " 338,\n", " 38803,\n", " 337,\n", " 15272,\n", " 337,\n", " 24645,\n", " 337,\n", " 27705,\n", " 337,\n", " 12502,\n", " 337,\n", " 28796,\n", " 337,\n", " 11425,\n", " 337,\n", " 19320,\n", " 337,\n", " 51686,\n", " 337,\n", " 14517,\n", " 337,\n", " 10803,\n", " 337,\n", " 7830,\n", " 337,\n", " 14483,\n", " 337,\n", " 33088,\n", " 337,\n", " 47082,\n", " 337,\n", " 42975,\n", " 337,\n", " 27253,\n", " 337,\n", " 59280,\n", " 337,\n", " 49767,\n", " 337,\n", " 12611,\n", " 337,\n", " 14866,\n", " 337,\n", " 24495,\n", " 337,\n", " 40805,\n", " 337,\n", " 23519,\n", " 337,\n", " 23096,\n", " 337,\n", " 37121,\n", " 337,\n", " 18126,\n", " 337,\n", " 61856,\n", " 337,\n", " 22862,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 12891,\n", " 344,\n", " 30078,\n", " 344,\n", " 20464,\n", " 344,\n", " 6904,\n", " 344,\n", " 10638,\n", " 356,\n", " 19865,\n", " 344,\n", " 64558,\n", " 344,\n", " 24780,\n", " 344,\n", " 36873,\n", " 344,\n", " 25942,\n", " 344,\n", " 26049,\n", " 344,\n", " 8162,\n", " 344,\n", " 10797,\n", " 344,\n", " 20262,\n", " 345,\n", " 30199,\n", " 345,\n", " 22004,\n", " 345,\n", " 10869,\n", " 344,\n", " 12706,\n", " 344,\n", " 5200,\n", " 344,\n", " 13545,\n", " 344,\n", " 21823,\n", " 344,\n", " 166072,\n", " 344,\n", " 226052,\n", " 344,\n", " 13372,\n", " 344,\n", " 37665,\n", " 348,\n", " 5891,\n", " 344,\n", " 53310,\n", " 344,\n", " 11156,\n", " 344,\n", " 8350,\n", " 344,\n", " 4846,\n", " 344,\n", " 14842,\n", " 344,\n", " 21797,\n", " 344,\n", " 19649,\n", " 344,\n", " 29528,\n", " 344,\n", " 25518,\n", " 344,\n", " 45496,\n", " 344,\n", " 18486,\n", " 31],\n", " [517, 4469, 538, 5840, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 64999,\n", " 344,\n", " 28132,\n", " 345,\n", " 25609,\n", " 344,\n", " 26990,\n", " 344,\n", " 82549,\n", " 344,\n", " 19495,\n", " 344,\n", " 14051,\n", " 344,\n", " 28187,\n", " 344,\n", " 19603,\n", " 346,\n", " 207902,\n", " 344,\n", " 26439,\n", " 344,\n", " 28918,\n", " 344,\n", " 22318,\n", " 344,\n", " 28927,\n", " 344,\n", " 38115,\n", " 344,\n", " 20260,\n", " 344,\n", " 39222,\n", " 344,\n", " 62684,\n", " 345,\n", " 55311,\n", " 344,\n", " 159478,\n", " 344,\n", " 15613,\n", " 344,\n", " 16637,\n", " 344,\n", " 35361,\n", " 344,\n", " 142239,\n", " 344,\n", " 66760,\n", " 344,\n", " 37373,\n", " 344,\n", " 23411,\n", " 344,\n", " 21320,\n", " 344,\n", " 42720,\n", " 344,\n", " 36814,\n", " 344,\n", " 26607,\n", " 344,\n", " 3964,\n", " 344,\n", " 16168,\n", " 344,\n", " 62861,\n", " 344,\n", " 31977,\n", " 344,\n", " 29964,\n", " 31],\n", " [517, 4469, 539, 11891, 412, 8430, 31],\n", " [517, 4469, 536, 2683, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 7073,\n", " 411,\n", " 8667,\n", " 411,\n", " 4505,\n", " 413,\n", " 5910,\n", " 411,\n", " 6774,\n", " 415,\n", " 13237,\n", " 411,\n", " 7617,\n", " 415,\n", " 8698,\n", " 411,\n", " 6652,\n", " 413,\n", " 7501,\n", " 413,\n", " 9288,\n", " 412,\n", " 2344,\n", " 410,\n", " 2356,\n", " 412,\n", " 2277,\n", " 411,\n", " 11314,\n", " 413,\n", " 7216,\n", " 413,\n", " 7572,\n", " 412,\n", " 8861,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 26364,\n", " 344,\n", " 13652,\n", " 344,\n", " 75748,\n", " 344,\n", " 17912,\n", " 344,\n", " 29530,\n", " 344,\n", " 21579,\n", " 344,\n", " 57736,\n", " 344,\n", " 17690,\n", " 344,\n", " 52685,\n", " 344,\n", " 47160,\n", " 344,\n", " 28230,\n", " 344,\n", " 15029,\n", " 31],\n", " [517, 4469, 536, 2267, 415, 16650, 31],\n", " [517, 4469, 470, 12090, 344, 3804, 344, 19408, 344, 45185, 344, 32097, 31],\n", " [517, 4469, 536, 10799, 31],\n", " [517, 4469, 470, 16298, 31],\n", " [517, 4469, 537, 8638, 31],\n", " [517, 4469, 470, 15307, 31],\n", " [517, 4469, 538, 5665, 410, 8036, 412, 9653, 31],\n", " [517, 4469, 539, 9319, 411, 9065, 413, 7687, 31],\n", " [517, 3870, 1072, 727, 102],\n", " [517, 4469, 463, 29958, 354, 4039, 354, 4038, 340, 7761, 337, 11734, 31],\n", " [517, 4469, 539, 8142, 411, 10324, 411, 8717, 31],\n", " [517, 4469, 497, 28902, 371, 25465, 370, 22008, 371, 15493, 31],\n", " [517, 4469, 536, 12508, 412, 9913, 31],\n", " [517, 4469, 470, 31636, 344, 62665, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 18095,\n", " 344,\n", " 24368,\n", " 344,\n", " 12977,\n", " 344,\n", " 21190,\n", " 344,\n", " 16526,\n", " 344,\n", " 38786,\n", " 344,\n", " 14161,\n", " 31],\n", " [517, 4469, 470, 11386, 344, 37643, 344, 20931, 344, 14999, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 16527,\n", " 337,\n", " 11652,\n", " 337,\n", " 15702,\n", " 337,\n", " 17750,\n", " 337,\n", " 17486,\n", " 339,\n", " 84762,\n", " 337,\n", " 26474,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 11655,\n", " 344,\n", " 21818,\n", " 344,\n", " 21147,\n", " 344,\n", " 7449,\n", " 344,\n", " 18913,\n", " 344,\n", " 21295,\n", " 344,\n", " 17313,\n", " 344,\n", " 13854,\n", " 344,\n", " 26665,\n", " 346,\n", " 194326,\n", " 344,\n", " 28272,\n", " 344,\n", " 26471,\n", " 344,\n", " 25401,\n", " 344,\n", " 24936,\n", " 344,\n", " 15326,\n", " 344,\n", " 67833,\n", " 344,\n", " 9981,\n", " 344,\n", " 189659,\n", " 344,\n", " 42057,\n", " 344,\n", " 43507,\n", " 344,\n", " 48385,\n", " 344,\n", " 90344,\n", " 344,\n", " 33410,\n", " 344,\n", " 41600,\n", " 344,\n", " 51463,\n", " 344,\n", " 47482,\n", " 344,\n", " 50125,\n", " 344,\n", " 45195,\n", " 344,\n", " 10671,\n", " 344,\n", " 5495,\n", " 344,\n", " 99221,\n", " 344,\n", " 14643,\n", " 344,\n", " 22165,\n", " 344,\n", " 31697,\n", " 344,\n", " 32332,\n", " 344,\n", " 7572,\n", " 344,\n", " 30639,\n", " 344,\n", " 11882,\n", " 344,\n", " 48855,\n", " 346,\n", " 307446,\n", " 344,\n", " 16797,\n", " 344,\n", " 14652,\n", " 344,\n", " 33743,\n", " 344,\n", " 12517,\n", " 344,\n", " 29181,\n", " 344,\n", " 24120,\n", " 344,\n", " 21336,\n", " 344,\n", " 32418,\n", " 344,\n", " 32454,\n", " 344,\n", " 15037,\n", " 344,\n", " 20541,\n", " 344,\n", " 23299,\n", " 344,\n", " 11520,\n", " 344,\n", " 25388,\n", " 31],\n", " [517, 4469, 470, 17069, 344, 17796, 344, 23320, 344, 50202, 344, 15818, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 13956,\n", " 337,\n", " 23325,\n", " 337,\n", " 58629,\n", " 337,\n", " 23148,\n", " 337,\n", " 15525,\n", " 337,\n", " 24748,\n", " 337,\n", " 16504,\n", " 337,\n", " 23961,\n", " 337,\n", " 33641,\n", " 337,\n", " 21438,\n", " 337,\n", " 23234,\n", " 337,\n", " 33070,\n", " 337,\n", " 17070,\n", " 337,\n", " 17448,\n", " 337,\n", " 15492,\n", " 337,\n", " 17024,\n", " 337,\n", " 15670,\n", " 337,\n", " 13928,\n", " 339,\n", " 69893,\n", " 337,\n", " 26277,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 11810,\n", " 344,\n", " 8832,\n", " 344,\n", " 16695,\n", " 344,\n", " 73030,\n", " 344,\n", " 11796,\n", " 344,\n", " 19148,\n", " 344,\n", " 23628,\n", " 344,\n", " 30365,\n", " 344,\n", " 22325,\n", " 344,\n", " 17407,\n", " 344,\n", " 14926,\n", " 344,\n", " 31104,\n", " 344,\n", " 13206,\n", " 344,\n", " 14883,\n", " 31],\n", " [517,\n", " 6173,\n", " 4701,\n", " 346,\n", " 4817,\n", " 346,\n", " 4080,\n", " 346,\n", " 3116,\n", " 346,\n", " 1506,\n", " 346,\n", " 6343,\n", " 346,\n", " 4595,\n", " 346,\n", " 4073,\n", " 346,\n", " 5479,\n", " 346,\n", " 5311,\n", " 346,\n", " 3304,\n", " 346,\n", " 4095,\n", " 346,\n", " 5454,\n", " 346,\n", " 1586,\n", " 346,\n", " 1357,\n", " 346,\n", " 5164,\n", " 346,\n", " 2006,\n", " 346,\n", " 5128,\n", " 346,\n", " 1980,\n", " 346,\n", " 3755,\n", " 377],\n", " [517,\n", " 4469,\n", " 537,\n", " 9029,\n", " 415,\n", " 6722,\n", " 413,\n", " 11457,\n", " 411,\n", " 8362,\n", " 411,\n", " 10283,\n", " 416,\n", " 17167,\n", " 411,\n", " 8648,\n", " 31],\n", " [517,\n", " 4469,\n", " 541,\n", " 5210,\n", " 413,\n", " 5070,\n", " 413,\n", " 7421,\n", " 411,\n", " 10214,\n", " 413,\n", " 6775,\n", " 415,\n", " 6032,\n", " 413,\n", " 7607,\n", " 411,\n", " 8653,\n", " 411,\n", " 6911,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 55192,\n", " 344,\n", " 92444,\n", " 344,\n", " 23626,\n", " 344,\n", " 16191,\n", " 344,\n", " 15444,\n", " 344,\n", " 31848,\n", " 344,\n", " 18463,\n", " 344,\n", " 16266,\n", " 344,\n", " 29236,\n", " 344,\n", " 17954,\n", " 344,\n", " 17398,\n", " 344,\n", " 18921,\n", " 344,\n", " 98734,\n", " 344,\n", " 24015,\n", " 344,\n", " 17511,\n", " 344,\n", " 58545,\n", " 31],\n", " [517, 4896, 918, 41867, 24],\n", " [517, 4469, 480, 3059, 31],\n", " [517, 4469, 537, 9054, 413, 5328, 31],\n", " [517, 4469, 497, 25653, 371, 37282, 370, 17225, 31],\n", " [517, 4896, 918, 43346, 337, 27692, 337, 49342, 337, 7999, 24],\n", " [517, 4469, 537, 9071, 413, 10404, 414, 10847, 411, 5030, 412, 7546, 31],\n", " [517, 4469, 536, 7859, 411, 11117, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 58357,\n", " 337,\n", " 23200,\n", " 337,\n", " 27704,\n", " 337,\n", " 98019,\n", " 337,\n", " 49081,\n", " 337,\n", " 9470,\n", " 337,\n", " 39257,\n", " 337,\n", " 12661,\n", " 337,\n", " 14232,\n", " 24],\n", " [517, 4469, 470, 38492, 344, 29123, 344, 19433, 31],\n", " [517,\n", " 4469,\n", " 463,\n", " 21546,\n", " 341,\n", " 16168,\n", " 347,\n", " 4102,\n", " 337,\n", " 21788,\n", " 342,\n", " 4115,\n", " 337,\n", " 22189,\n", " 31],\n", " [517, 4469, 470, 13674, 344, 15352, 344, 64765, 31],\n", " [517, 4469, 470, 19536, 31],\n", " [517, 4469, 470, 22094, 31],\n", " [517, 4469, 538, 14065, 410, 13990, 31],\n", " [517, 4469, 470, 32431, 31],\n", " [517, 4469, 537, 7699, 411, 6962, 411, 7996, 413, 14391, 413, 9504, 31],\n", " [517, 4469, 537, 5452, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 8390,\n", " 413,\n", " 6619,\n", " 413,\n", " 10221,\n", " 413,\n", " 5691,\n", " 413,\n", " 5933,\n", " 411,\n", " 9682,\n", " 413,\n", " 8596,\n", " 31],\n", " [517, 5871, 2051, 618],\n", " [517, 4469, 538, 7839, 31],\n", " [517, 4469, 470, 19894, 31],\n", " [517, 4469, 470, 21432, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 16324,\n", " 344,\n", " 16367,\n", " 344,\n", " 14597,\n", " 344,\n", " 40876,\n", " 344,\n", " 22060,\n", " 344,\n", " 23782,\n", " 344,\n", " 26519,\n", " 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 9235,\n", " 411,\n", " 7770,\n", " 416,\n", " 9803,\n", " 413,\n", " 7618,\n", " 411,\n", " 6199,\n", " 413,\n", " 5210,\n", " 411,\n", " 9033,\n", " 413,\n", " 6059,\n", " 413,\n", " 6783,\n", " 415,\n", " 17115,\n", " 411,\n", " 8500,\n", " 413,\n", " 8026,\n", " 31],\n", " [517, 4469, 497, 26116, 31],\n", " [558, 4896, 992, 12618, 24],\n", " [517, 4469, 463, 24994, 31],\n", " [517, 4469, 539, 6082, 31],\n", " [517, 4469, 470, 25650, 31],\n", " [517, 4469, 470, 19176, 31],\n", " [517, 4469, 470, 6661, 31],\n", " [517, 4469, 470, 37719, 344, 28240, 31],\n", " [517, 4469, 537, 8201, 413, 8716, 413, 10643, 413, 6239, 413, 8169, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 12841,\n", " 337,\n", " 41534,\n", " 339,\n", " 245654,\n", " 337,\n", " 21039,\n", " 337,\n", " 18217,\n", " 337,\n", " 27411,\n", " 337,\n", " 15528,\n", " 337,\n", " 63303,\n", " 337,\n", " 38571,\n", " 337,\n", " 35927,\n", " 337,\n", " 22630,\n", " 361],\n", " [517, 4469, 536, 11284, 31],\n", " [517, 4469, 470, 22590, 31],\n", " [517, 4469, 470, 18449, 31],\n", " [517, 4469, 463, 25338, 341, 8456, 341, 8367, 31],\n", " [517, 4469, 497, 29668, 371, 24548, 31],\n", " [517, 4469, 497, 24790, 31],\n", " [517, 4469, 540, 12030, 31],\n", " [542, 4896, 976, 26094, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 31490,\n", " 344,\n", " 19932,\n", " 344,\n", " 13923,\n", " 344,\n", " 35358,\n", " 344,\n", " 36506,\n", " 344,\n", " 28326,\n", " 344,\n", " 39834,\n", " 344,\n", " 32322,\n", " 344,\n", " 13410,\n", " 346,\n", " 73846,\n", " 31],\n", " [517, 4469, 536, 8611, 410, 8148, 31],\n", " [517, 4469, 536, 11501, 31],\n", " [517, 4469, 539, 5991, 31],\n", " [517, 4469, 466, 7780, 340, 7809, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 7353,\n", " 412,\n", " 9459,\n", " 415,\n", " 6611,\n", " 411,\n", " 8054,\n", " 413,\n", " 5885,\n", " 417,\n", " 7830,\n", " 411,\n", " 9060,\n", " 411,\n", " 7848,\n", " 411,\n", " 7902,\n", " 411,\n", " 8773,\n", " 411,\n", " 4817,\n", " 413,\n", " 8906,\n", " 411,\n", " 7856,\n", " 31],\n", " [517, 4469, 536, 11552, 31],\n", " [517, 4469, 470, 24324, 31],\n", " [517, 4469, 470, 52282, 344, 26172, 344, 28283, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 40065,\n", " 344,\n", " 45958,\n", " 344,\n", " 30641,\n", " 344,\n", " 20526,\n", " 344,\n", " 28886,\n", " 344,\n", " 70066,\n", " 344,\n", " 3142,\n", " 344,\n", " 20897,\n", " 345,\n", " 45166,\n", " 344,\n", " 31661,\n", " 344,\n", " 64306,\n", " 344,\n", " 10667,\n", " 344,\n", " 13373,\n", " 344,\n", " 13989,\n", " 344,\n", " 58563,\n", " 344,\n", " 49830,\n", " 344,\n", " 35511,\n", " 344,\n", " 89906,\n", " 344,\n", " 12232,\n", " 344,\n", " 24009,\n", " 344,\n", " 26521,\n", " 346,\n", " 310758,\n", " 344,\n", " 17604,\n", " 344,\n", " 8673,\n", " 344,\n", " 26987,\n", " 344,\n", " 28991,\n", " 344,\n", " 27850,\n", " 344,\n", " 45157,\n", " 344,\n", " 25235,\n", " 344,\n", " 41165,\n", " 346,\n", " 310788,\n", " 344,\n", " 20261,\n", " 346,\n", " 336237,\n", " 344,\n", " 56620,\n", " 344,\n", " 14624,\n", " 344,\n", " 13588,\n", " 344,\n", " 20988,\n", " 344,\n", " 47802,\n", " 344,\n", " 23782,\n", " 344,\n", " 20286,\n", " 344,\n", " 20699,\n", " 344,\n", " 16531,\n", " 344,\n", " 24831,\n", " 344,\n", " 23536,\n", " 344,\n", " 21434,\n", " 344,\n", " 24849,\n", " 344,\n", " 21290,\n", " 344,\n", " 20882,\n", " 344,\n", " 34556,\n", " 344,\n", " 20097,\n", " 344,\n", " 21000,\n", " 344,\n", " 9761,\n", " 344,\n", " 18464,\n", " 344,\n", " 32103,\n", " 344,\n", " 23970,\n", " 344,\n", " 15052,\n", " 344,\n", " 26098,\n", " 344,\n", " 31889,\n", " 344,\n", " 29329,\n", " 346,\n", " 154901,\n", " 344,\n", " 7363,\n", " 344,\n", " 11146,\n", " 346,\n", " 31118,\n", " 346,\n", " 44407,\n", " 344,\n", " 14004,\n", " 344,\n", " 23907,\n", " 344,\n", " 55587,\n", " 344,\n", " 35927,\n", " 344,\n", " 17337,\n", " 344,\n", " 18560,\n", " 344,\n", " 23824,\n", " 344,\n", " 48248,\n", " 346,\n", " 174504,\n", " 344,\n", " 24112,\n", " 344,\n", " 41916,\n", " 344,\n", " 48075,\n", " 344,\n", " 14979,\n", " 344,\n", " 11510,\n", " 344,\n", " 10334,\n", " 346,\n", " 35779,\n", " 346,\n", " 33591,\n", " 344,\n", " 19741,\n", " 344,\n", " 31269,\n", " 344,\n", " 30399,\n", " 344,\n", " 25059,\n", " 344,\n", " 27606,\n", " 344,\n", " 12371,\n", " 346,\n", " 114279,\n", " 344,\n", " 28565,\n", " 344,\n", " 16562,\n", " 344,\n", " 26989,\n", " 344,\n", " 24084,\n", " 344,\n", " 25794,\n", " 344,\n", " 21109,\n", " 344,\n", " 19183,\n", " 344,\n", " 31366,\n", " 344,\n", " 20408,\n", " 344,\n", " 22552,\n", " 344,\n", " 27626,\n", " 346,\n", " 134427],\n", " [517, 4896, 918, 9515, 337, 23709, 337, 18509, 337, 20736, 337, 8420, 24],\n", " [517,\n", " 4469,\n", " 545,\n", " 9876,\n", " 411,\n", " 8245,\n", " 413,\n", " 6761,\n", " 415,\n", " 7962,\n", " 411,\n", " 4308,\n", " 413,\n", " 7025,\n", " 411,\n", " 7857,\n", " 411,\n", " 7197,\n", " 411,\n", " 6369,\n", " 411,\n", " 6221,\n", " 411,\n", " 6121,\n", " 411,\n", " 9403,\n", " 413,\n", " 9956,\n", " 411,\n", " 7432,\n", " 31],\n", " [517, 4469, 463, 20136, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 9758,\n", " 411,\n", " 4679,\n", " 413,\n", " 10255,\n", " 415,\n", " 9382,\n", " 413,\n", " 10336,\n", " 411,\n", " 5816,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 40384,\n", " 344,\n", " 36611,\n", " 344,\n", " 16170,\n", " 344,\n", " 27359,\n", " 344,\n", " 26712,\n", " 344,\n", " 15352,\n", " 344,\n", " 46230,\n", " 344,\n", " 43364,\n", " 344,\n", " 15113,\n", " 344,\n", " 14640,\n", " 344,\n", " 14808,\n", " 344,\n", " 9668,\n", " 344,\n", " 19242,\n", " 344,\n", " 48543,\n", " 344,\n", " 98531,\n", " 344,\n", " 30615,\n", " 345,\n", " 85635,\n", " 344,\n", " 38948,\n", " 346,\n", " 85666,\n", " 344,\n", " 21626,\n", " 344,\n", " 23234,\n", " 346,\n", " 285440,\n", " 344,\n", " 137298,\n", " 344,\n", " 32837,\n", " 344,\n", " 27453,\n", " 344,\n", " 31384,\n", " 344,\n", " 22958,\n", " 344,\n", " 26152,\n", " 346,\n", " 315517,\n", " 344,\n", " 28580,\n", " 346,\n", " 240595,\n", " 344,\n", " 20985,\n", " 346,\n", " 112706,\n", " 344,\n", " 11817,\n", " 344,\n", " 18779,\n", " 344,\n", " 20880,\n", " 344,\n", " 16113,\n", " 344,\n", " 24752,\n", " 344,\n", " 22299,\n", " 344,\n", " 66845,\n", " 344,\n", " 15829,\n", " 344,\n", " 57111,\n", " 344,\n", " 26394,\n", " 344,\n", " 23288,\n", " 344,\n", " 23428,\n", " 344,\n", " 8164,\n", " 344,\n", " 17862,\n", " 344,\n", " 21065,\n", " 344,\n", " 19244,\n", " 344,\n", " 34529,\n", " 344,\n", " 36770,\n", " 344,\n", " 30895,\n", " 344,\n", " 13609,\n", " 344,\n", " 51252,\n", " 344,\n", " 37468,\n", " 346,\n", " 70115,\n", " 344,\n", " 26253,\n", " 344,\n", " 19972,\n", " 344,\n", " 31245,\n", " 344,\n", " 29073,\n", " 344,\n", " 12995,\n", " 346,\n", " 78682,\n", " 344,\n", " 14633,\n", " 346,\n", " 78911,\n", " 344,\n", " 20769,\n", " 344,\n", " 54726,\n", " 344,\n", " 12001,\n", " 344,\n", " 27096,\n", " 344,\n", " 20485,\n", " 344,\n", " 20450,\n", " 344,\n", " 27750,\n", " 344,\n", " 8160,\n", " 344,\n", " 11238,\n", " 346,\n", " 120936,\n", " 344,\n", " 21409,\n", " 344,\n", " 27566,\n", " 344,\n", " 53164,\n", " 344,\n", " 24654,\n", " 344,\n", " 26719,\n", " 344,\n", " 25391,\n", " 344,\n", " 15537,\n", " 344,\n", " 37964,\n", " 344,\n", " 15710,\n", " 344,\n", " 13389,\n", " 344,\n", " 17225,\n", " 344,\n", " 17767,\n", " 344,\n", " 25957,\n", " 344,\n", " 25982,\n", " 344,\n", " 20693,\n", " 344,\n", " 22848,\n", " 346,\n", " 161819,\n", " 346,\n", " 164536,\n", " 344,\n", " 27427,\n", " 344,\n", " 25715,\n", " 344,\n", " 31057,\n", " 344,\n", " 22422,\n", " 344,\n", " 9133,\n", " 344,\n", " 14573,\n", " 346,\n", " 92770,\n", " 344,\n", " 20569],\n", " [558,\n", " 4896,\n", " 992,\n", " 32108,\n", " 337,\n", " 31003,\n", " 337,\n", " 68417,\n", " 337,\n", " 19986,\n", " 337,\n", " 48539,\n", " 337,\n", " 21278,\n", " 337,\n", " 27988,\n", " 337,\n", " 28552,\n", " 337,\n", " 28058,\n", " 337,\n", " 33155,\n", " 337,\n", " 19588,\n", " 337,\n", " 19434,\n", " 337,\n", " 17985,\n", " 337,\n", " 14696,\n", " 337,\n", " 20746,\n", " 337,\n", " 15832,\n", " 337,\n", " 16237,\n", " 337,\n", " 16639,\n", " 337,\n", " 15018,\n", " 337,\n", " 22823,\n", " 337,\n", " 27641,\n", " 337,\n", " 17805,\n", " 337,\n", " 20863,\n", " 337,\n", " 30631,\n", " 337,\n", " 23038,\n", " 337,\n", " 13745,\n", " 337,\n", " 21530,\n", " 337,\n", " 27337,\n", " 337,\n", " 30346,\n", " 337,\n", " 17369,\n", " 337,\n", " 25601,\n", " 337,\n", " 32320,\n", " 337,\n", " 28451,\n", " 337,\n", " 23005,\n", " 339,\n", " 130063,\n", " 339,\n", " 289598,\n", " 337,\n", " 23711,\n", " 339,\n", " 120833,\n", " 337,\n", " 19395,\n", " 337,\n", " 21020,\n", " 337,\n", " 16868,\n", " 337,\n", " 16920,\n", " 337,\n", " 26215,\n", " 337,\n", " 19911,\n", " 337,\n", " 24692,\n", " 337,\n", " 15315,\n", " 337,\n", " 16424,\n", " 337,\n", " 21729,\n", " 337,\n", " 30214,\n", " 337,\n", " 23024,\n", " 337,\n", " 36705,\n", " 337,\n", " 29203,\n", " 337,\n", " 14442,\n", " 337,\n", " 9795,\n", " 337,\n", " 60923,\n", " 339,\n", " 54053,\n", " 337,\n", " 3589,\n", " 337,\n", " 7646,\n", " 339,\n", " 30394,\n", " 337,\n", " 14597,\n", " 337,\n", " 23594,\n", " 337,\n", " 14095,\n", " 339,\n", " 79731,\n", " 337,\n", " 13341,\n", " 337,\n", " 36064,\n", " 337,\n", " 27481,\n", " 337,\n", " 24176,\n", " 337,\n", " 21512,\n", " 337,\n", " 23137,\n", " 337,\n", " 20241,\n", " 337,\n", " 10300,\n", " 337,\n", " 8171,\n", " 339,\n", " 98154,\n", " 339,\n", " 115513,\n", " 337,\n", " 20295,\n", " 337,\n", " 60461,\n", " 337,\n", " 25226,\n", " 337,\n", " 10312,\n", " 339,\n", " 34529,\n", " 337,\n", " 18786,\n", " 337,\n", " 31116,\n", " 337,\n", " 21549,\n", " 337,\n", " 28705,\n", " 337,\n", " 38605,\n", " 337,\n", " 24239,\n", " 337,\n", " 18263,\n", " 337,\n", " 20149,\n", " 337,\n", " 60391,\n", " 337,\n", " 12176,\n", " 337,\n", " 36176,\n", " 337,\n", " 33014,\n", " 337,\n", " 25272,\n", " 337,\n", " 17320,\n", " 337,\n", " 20979,\n", " 337,\n", " 18399,\n", " 337,\n", " 20445,\n", " 337,\n", " 13630,\n", " 337,\n", " 15249,\n", " 337,\n", " 25768,\n", " 337,\n", " 17546],\n", " [517, 4469, 541, 5399, 410, 12815, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 35540,\n", " 344,\n", " 28316,\n", " 344,\n", " 37840,\n", " 344,\n", " 44966,\n", " 344,\n", " 50546,\n", " 344,\n", " 37386,\n", " 344,\n", " 25876,\n", " 345,\n", " 32184,\n", " 344,\n", " 29736,\n", " 344,\n", " 86175,\n", " 344,\n", " 48588,\n", " 344,\n", " 19485,\n", " 344,\n", " 85760,\n", " 344,\n", " 59973,\n", " 344,\n", " 29101,\n", " 344,\n", " 87450,\n", " 344,\n", " 27084,\n", " 344,\n", " 9797,\n", " 344,\n", " 15526,\n", " 344,\n", " 16231,\n", " 344,\n", " 23661,\n", " 344,\n", " 30582,\n", " 346,\n", " 179396,\n", " 344,\n", " 28202,\n", " 346,\n", " 144609,\n", " 344,\n", " 37393,\n", " 344,\n", " 7189,\n", " 344,\n", " 17920,\n", " 344,\n", " 18420,\n", " 344,\n", " 23957,\n", " 344,\n", " 17032,\n", " 344,\n", " 35296,\n", " 344,\n", " 20144,\n", " 344,\n", " 21515,\n", " 344,\n", " 26695,\n", " 344,\n", " 28353,\n", " 344,\n", " 29999,\n", " 344,\n", " 48783,\n", " 344,\n", " 46616,\n", " 357,\n", " 354833,\n", " 344,\n", " 17267,\n", " 344,\n", " 49164,\n", " 344,\n", " 35796,\n", " 344,\n", " 31935,\n", " 344,\n", " 20393,\n", " 344,\n", " 21645,\n", " 344,\n", " 39008,\n", " 344,\n", " 33075,\n", " 344,\n", " 6355,\n", " 344,\n", " 26497,\n", " 346,\n", " 43877,\n", " 344,\n", " 26535,\n", " 344,\n", " 47302,\n", " 344,\n", " 62958,\n", " 344,\n", " 65749,\n", " 346,\n", " 153874,\n", " 344,\n", " 30638,\n", " 344,\n", " 11202,\n", " 346,\n", " 84397,\n", " 344,\n", " 35194,\n", " 344,\n", " 54356,\n", " 344,\n", " 23663,\n", " 344,\n", " 19251,\n", " 344,\n", " 13961,\n", " 344,\n", " 24046,\n", " 344,\n", " 17233,\n", " 344,\n", " 10370,\n", " 346,\n", " 33229,\n", " 344,\n", " 20612,\n", " 344,\n", " 33542,\n", " 344,\n", " 27654,\n", " 344,\n", " 17740,\n", " 344,\n", " 27685,\n", " 344,\n", " 12353,\n", " 346,\n", " 106896,\n", " 344,\n", " 29730,\n", " 344,\n", " 29904,\n", " 344,\n", " 18587,\n", " 344,\n", " 42754,\n", " 344,\n", " 26508,\n", " 346,\n", " 194322,\n", " 344,\n", " 25294,\n", " 344,\n", " 16776,\n", " 344,\n", " 19579,\n", " 344,\n", " 23566,\n", " 344,\n", " 21458,\n", " 344,\n", " 31503,\n", " 344,\n", " 11588,\n", " 344,\n", " 16487,\n", " 344,\n", " 19170,\n", " 344,\n", " 18826,\n", " 344,\n", " 22360,\n", " 344,\n", " 18975,\n", " 344,\n", " 20897,\n", " 344,\n", " 56431,\n", " 344,\n", " 12695,\n", " 344,\n", " 93996,\n", " 344,\n", " 26870,\n", " 344,\n", " 16459,\n", " 344,\n", " 28019],\n", " [517, 4469, 497, 12599, 31],\n", " [517, 4469, 536, 11854, 31],\n", " [517, 4469, 538, 11839, 416, 6246, 31],\n", " [517, 4469, 470, 23726, 31],\n", " [517, 4469, 470, 17233, 344, 29484, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 22031,\n", " 344,\n", " 37686,\n", " 344,\n", " 30794,\n", " 344,\n", " 18099,\n", " 344,\n", " 13073,\n", " 344,\n", " 20841,\n", " 31],\n", " [517, 4469, 497, 18384, 371, 17222, 371, 43807, 31],\n", " [517, 4469, 470, 22609, 31],\n", " [542, 4896, 976, 26050, 337, 37640, 337, 31838, 24],\n", " [517, 5871, 2051, 602],\n", " [517, 4469, 538, 12186, 413, 2230, 31],\n", " [517, 3739, 978, 134989, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 18641,\n", " 344,\n", " 36066,\n", " 344,\n", " 31074,\n", " 344,\n", " 28007,\n", " 344,\n", " 35570,\n", " 344,\n", " 56377,\n", " 31],\n", " [517, 4469, 497, 27951, 31],\n", " [517, 4469, 496, 10218, 371, 37191, 370, 10509, 371, 11174, 31],\n", " [517, 4469, 470, 58442, 344, 20953, 31],\n", " [517, 4469, 536, 12654, 414, 5828, 412, 5785, 31],\n", " [517, 4469, 540, 8069, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 28232,\n", " 344,\n", " 59395,\n", " 344,\n", " 26601,\n", " 344,\n", " 20255,\n", " 344,\n", " 21783,\n", " 344,\n", " 20487,\n", " 344,\n", " 14176,\n", " 344,\n", " 67499,\n", " 344,\n", " 24273,\n", " 344,\n", " 27430,\n", " 344,\n", " 14073,\n", " 344,\n", " 17271,\n", " 344,\n", " 29262,\n", " 344,\n", " 28294,\n", " 344,\n", " 29364,\n", " 344,\n", " 16379,\n", " 344,\n", " 19501,\n", " 344,\n", " 16632,\n", " 344,\n", " 29756,\n", " 344,\n", " 30518,\n", " 344,\n", " 21132,\n", " 344,\n", " 12324,\n", " 344,\n", " 11542,\n", " 344,\n", " 16908,\n", " 344,\n", " 32158,\n", " 344,\n", " 59239,\n", " 344,\n", " 29422,\n", " 344,\n", " 12872,\n", " 344,\n", " 21653,\n", " 344,\n", " 51402,\n", " 344,\n", " 48389,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 42117,\n", " 337,\n", " 6302,\n", " 337,\n", " 41085,\n", " 337,\n", " 41225,\n", " 337,\n", " 24071,\n", " 337,\n", " 19600,\n", " 337,\n", " 25493,\n", " 337,\n", " 31315,\n", " 337,\n", " 28872,\n", " 337,\n", " 48921,\n", " 337,\n", " 17920,\n", " 337,\n", " 20832,\n", " 337,\n", " 4607,\n", " 337,\n", " 20452,\n", " 337,\n", " 70901,\n", " 337,\n", " 91000,\n", " 337,\n", " 9762,\n", " 337,\n", " 11047,\n", " 337,\n", " 106828,\n", " 337,\n", " 44390,\n", " 24],\n", " [517, 4469, 539, 10953, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 8303,\n", " 415,\n", " 10035,\n", " 411,\n", " 8596,\n", " 411,\n", " 4613,\n", " 411,\n", " 9705,\n", " 413,\n", " 4950,\n", " 413,\n", " 5789,\n", " 410,\n", " 2463,\n", " 413,\n", " 7461,\n", " 413,\n", " 6756,\n", " 413,\n", " 7620,\n", " 413,\n", " 5009,\n", " 413,\n", " 6950,\n", " 411,\n", " 8793,\n", " 411,\n", " 7025,\n", " 415,\n", " 9289,\n", " 411,\n", " 7422,\n", " 411,\n", " 10543,\n", " 411,\n", " 5278,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 20526,\n", " 344,\n", " 23505,\n", " 344,\n", " 20331,\n", " 344,\n", " 21687,\n", " 344,\n", " 21879,\n", " 344,\n", " 22759,\n", " 344,\n", " 35485,\n", " 344,\n", " 11438,\n", " 344,\n", " 26801,\n", " 344,\n", " 22389,\n", " 344,\n", " 22644,\n", " 344,\n", " 21232,\n", " 344,\n", " 8251,\n", " 344,\n", " 46169,\n", " 344,\n", " 23237,\n", " 344,\n", " 99662,\n", " 344,\n", " 19867,\n", " 346,\n", " 44956,\n", " 344,\n", " 129796,\n", " 344,\n", " 15398,\n", " 344,\n", " 90886,\n", " 344,\n", " 32419,\n", " 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 6081,\n", " 411,\n", " 6538,\n", " 411,\n", " 11744,\n", " 413,\n", " 7863,\n", " 411,\n", " 4971,\n", " 413,\n", " 7247,\n", " 413,\n", " 7554,\n", " 412,\n", " 11362,\n", " 411,\n", " 7182,\n", " 411,\n", " 11964,\n", " 413,\n", " 14403,\n", " 414,\n", " 7181,\n", " 411,\n", " 10629,\n", " 413,\n", " 4207,\n", " 413,\n", " 7561,\n", " 411,\n", " 6055,\n", " 411,\n", " 11868,\n", " 411,\n", " 7117,\n", " 417,\n", " 6243,\n", " 411,\n", " 8390,\n", " 415,\n", " 7849,\n", " 417,\n", " 4781,\n", " 31],\n", " [517, 4469, 470, 61313, 344, 41298, 344, 36153, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 22575,\n", " 344,\n", " 11851,\n", " 344,\n", " 21235,\n", " 344,\n", " 21312,\n", " 344,\n", " 43597,\n", " 344,\n", " 25379,\n", " 344,\n", " 36209,\n", " 344,\n", " 35239,\n", " 344,\n", " 21531,\n", " 344,\n", " 28828,\n", " 344,\n", " 23524,\n", " 344,\n", " 21285,\n", " 344,\n", " 31323,\n", " 344,\n", " 31529,\n", " 344,\n", " 23485,\n", " 344,\n", " 14868,\n", " 344,\n", " 43934,\n", " 344,\n", " 42827,\n", " 344,\n", " 36413,\n", " 344,\n", " 17623,\n", " 345,\n", " 20867,\n", " 344,\n", " 10291,\n", " 344,\n", " 11742,\n", " 344,\n", " 82422,\n", " 31],\n", " [517, 4896, 918, 133365, 337, 9494, 24],\n", " [517, 4469, 538, 11965, 31],\n", " [517, 4469, 488, 21429, 31],\n", " [517,\n", " 4469,\n", " 463,\n", " 9011,\n", " 337,\n", " 21991,\n", " 337,\n", " 13129,\n", " 342,\n", " 8078,\n", " 337,\n", " 23903,\n", " 339,\n", " 7387,\n", " 342,\n", " 5887,\n", " 345,\n", " 8487,\n", " 343,\n", " 4267,\n", " 337,\n", " 27066,\n", " 31],\n", " [517, 4469, 540, 5774, 31],\n", " [517, 4469, 470, 5312, 344, 13184, 31],\n", " [517, 4469, 470, 15370, 344, 25627, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 6441,\n", " 415,\n", " 6273,\n", " 411,\n", " 6513,\n", " 415,\n", " 20748,\n", " 415,\n", " 7663,\n", " 411,\n", " 5394,\n", " 411,\n", " 9915,\n", " 413,\n", " 10208,\n", " 413,\n", " 6701,\n", " 31],\n", " [517, 3739, 979, 79614, 24],\n", " [517, 4469, 497, 32392, 371, 25209, 371, 23947, 371, 19815, 31],\n", " [517, 4469, 470, 18915, 344, 22328, 344, 54208, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 8280,\n", " 411,\n", " 8042,\n", " 413,\n", " 8994,\n", " 411,\n", " 9550,\n", " 413,\n", " 9006,\n", " 413,\n", " 4918,\n", " 415,\n", " 7331,\n", " 411,\n", " 7619,\n", " 413,\n", " 8284,\n", " 411,\n", " 6815,\n", " 411,\n", " 8972,\n", " 411,\n", " 4992,\n", " 411,\n", " 7059,\n", " 411,\n", " 10220,\n", " 411,\n", " 10088,\n", " 413,\n", " 8626,\n", " 411,\n", " 6856,\n", " 410,\n", " 2418,\n", " 417,\n", " 7077,\n", " 411,\n", " 9682,\n", " 31],\n", " [517, 4896, 918, 6904, 337, 8834, 337, 34853, 24],\n", " [517, 4469, 536, 6096, 31],\n", " [558,\n", " 4896,\n", " 992,\n", " 14621,\n", " 337,\n", " 10086,\n", " 337,\n", " 15447,\n", " 337,\n", " 8662,\n", " 337,\n", " 26524,\n", " 337,\n", " 19872,\n", " 337,\n", " 28823,\n", " 337,\n", " 60244,\n", " 337,\n", " 17108,\n", " 337,\n", " 6450,\n", " 24],\n", " [517, 4896, 918, 17761, 337, 26507, 337, 36925, 337, 35254, 337, 68626, 24],\n", " [517,\n", " 4896,\n", " 918,\n", " 24835,\n", " 339,\n", " 43332,\n", " 337,\n", " 23981,\n", " 337,\n", " 28400,\n", " 337,\n", " 9615,\n", " 337,\n", " 10552,\n", " 339,\n", " 102314,\n", " 337,\n", " 44814,\n", " 337,\n", " 15760,\n", " 337,\n", " 26170,\n", " 337,\n", " 23812,\n", " 337,\n", " 28071,\n", " 337,\n", " 28517,\n", " 337,\n", " 7821,\n", " 337,\n", " 11192,\n", " 337,\n", " 17330,\n", " 337,\n", " 15016,\n", " 337,\n", " 13929,\n", " 337,\n", " 39027,\n", " 337,\n", " 37757,\n", " 337,\n", " 29281,\n", " 337,\n", " 61180,\n", " 337,\n", " 44325,\n", " 337,\n", " 30060,\n", " 337,\n", " 50229,\n", " 337,\n", " 29193,\n", " 337,\n", " 29245,\n", " 337,\n", " 29054,\n", " 337,\n", " 17174,\n", " 337,\n", " 21308,\n", " 339,\n", " 70370,\n", " 337,\n", " 62277,\n", " 337,\n", " 18074,\n", " 337,\n", " 23208,\n", " 337,\n", " 39934,\n", " 337,\n", " 37971,\n", " 337,\n", " 21124,\n", " 337,\n", " 32945,\n", " 339,\n", " 478185,\n", " 337,\n", " 21588,\n", " 337,\n", " 17484,\n", " 337,\n", " 16319,\n", " 337,\n", " 25008,\n", " 337,\n", " 23262,\n", " 337,\n", " 13515,\n", " 337,\n", " 35329,\n", " 337,\n", " 12994,\n", " 337,\n", " 28528,\n", " 337,\n", " 54988,\n", " 337,\n", " 20781,\n", " 337,\n", " 51529,\n", " 337,\n", " 61368,\n", " 337,\n", " 67499,\n", " 337,\n", " 34777,\n", " 337,\n", " 65526,\n", " 337,\n", " 121817,\n", " 337,\n", " 95287,\n", " 337,\n", " 20886,\n", " 337,\n", " 16345,\n", " 337,\n", " 16944,\n", " 337,\n", " 38635,\n", " 337,\n", " 21274,\n", " 337,\n", " 92466,\n", " 337,\n", " 58160,\n", " 337,\n", " 38865,\n", " 337,\n", " 98856,\n", " 337,\n", " 22602,\n", " 337,\n", " 8476,\n", " 337,\n", " 14185,\n", " 337,\n", " 27313,\n", " 337,\n", " 30913,\n", " 337,\n", " 14052,\n", " 337,\n", " 4178,\n", " 337,\n", " 7484,\n", " 337,\n", " 48510,\n", " 337,\n", " 20734,\n", " 337,\n", " 23093,\n", " 337,\n", " 29820,\n", " 337,\n", " 15870,\n", " 337,\n", " 18474,\n", " 337,\n", " 17449,\n", " 337,\n", " 9427,\n", " 337,\n", " 23230,\n", " 337,\n", " 25576,\n", " 339,\n", " 169353,\n", " 337,\n", " 22559,\n", " 337,\n", " 25284,\n", " 337,\n", " 60965,\n", " 337,\n", " 17650,\n", " 337,\n", " 18122,\n", " 337,\n", " 23498,\n", " 337,\n", " 79121,\n", " 337,\n", " 28125,\n", " 338,\n", " 17563,\n", " 337,\n", " 43432,\n", " 337,\n", " 21128,\n", " 337,\n", " 43876,\n", " 337,\n", " 26153,\n", " 337,\n", " 26680,\n", " 337,\n", " 31214],\n", " [517,\n", " 4469,\n", " 470,\n", " 16294,\n", " 344,\n", " 8019,\n", " 344,\n", " 27870,\n", " 344,\n", " 15269,\n", " 344,\n", " 13361,\n", " 344,\n", " 47530,\n", " 344,\n", " 19881,\n", " 344,\n", " 15659,\n", " 344,\n", " 39345,\n", " 344,\n", " 67992,\n", " 344,\n", " 74686,\n", " 344,\n", " 23052,\n", " 344,\n", " 29275,\n", " 344,\n", " 15459,\n", " 344,\n", " 30992,\n", " 344,\n", " 36283,\n", " 344,\n", " 19640,\n", " 344,\n", " 25459,\n", " 346,\n", " 132058,\n", " 344,\n", " 19357,\n", " 344,\n", " 140046,\n", " 344,\n", " 17604,\n", " 346,\n", " 110728,\n", " 344,\n", " 23520,\n", " 344,\n", " 17204,\n", " 344,\n", " 25728,\n", " 344,\n", " 3998,\n", " 344,\n", " 9278,\n", " 344,\n", " 19352,\n", " 344,\n", " 20014,\n", " 344,\n", " 48709,\n", " 344,\n", " 31507,\n", " 344,\n", " 31395,\n", " 344,\n", " 17918,\n", " 344,\n", " 23874,\n", " 344,\n", " 83803,\n", " 346,\n", " 89217,\n", " 344,\n", " 22865,\n", " 344,\n", " 16327,\n", " 344,\n", " 21003,\n", " 344,\n", " 37072,\n", " 344,\n", " 22069,\n", " 344,\n", " 27804,\n", " 344,\n", " 24881,\n", " 344,\n", " 34415,\n", " 344,\n", " 16895,\n", " 344,\n", " 19810,\n", " 344,\n", " 20051,\n", " 344,\n", " 26421,\n", " 344,\n", " 40114,\n", " 344,\n", " 13859,\n", " 344,\n", " 47190,\n", " 344,\n", " 20585,\n", " 344,\n", " 14065,\n", " 344,\n", " 36316,\n", " 344,\n", " 17037,\n", " 344,\n", " 23815,\n", " 344,\n", " 39758,\n", " 344,\n", " 26648,\n", " 344,\n", " 57680,\n", " 344,\n", " 109109,\n", " 344,\n", " 109232,\n", " 344,\n", " 112200,\n", " 344,\n", " 4898,\n", " 344,\n", " 4891,\n", " 344,\n", " 21307,\n", " 346,\n", " 11047,\n", " 344,\n", " 27474,\n", " 344,\n", " 23898,\n", " 344,\n", " 11718,\n", " 344,\n", " 90035,\n", " 344,\n", " 87833,\n", " 344,\n", " 12337,\n", " 344,\n", " 14073,\n", " 344,\n", " 12075,\n", " 344,\n", " 22381,\n", " 344,\n", " 43701,\n", " 344,\n", " 18085,\n", " 344,\n", " 11190,\n", " 344,\n", " 5265,\n", " 344,\n", " 5886,\n", " 344,\n", " 69016,\n", " 344,\n", " 32946,\n", " 344,\n", " 23208,\n", " 344,\n", " 20022,\n", " 344,\n", " 21000,\n", " 344,\n", " 49486,\n", " 344,\n", " 10990,\n", " 344,\n", " 23691,\n", " 344,\n", " 35794,\n", " 344,\n", " 55715,\n", " 344,\n", " 56876,\n", " 344,\n", " 8904,\n", " 344,\n", " 54631,\n", " 344,\n", " 16768,\n", " 344,\n", " 26693,\n", " 345,\n", " 36460,\n", " 344,\n", " 18210,\n", " 344,\n", " 18722,\n", " 344,\n", " 21396],\n", " [517, 4469, 536, 9707, 410, 7610, 31],\n", " [517,\n", " 4469,\n", " 541,\n", " 12826,\n", " 411,\n", " 5057,\n", " 413,\n", " 7925,\n", " 418,\n", " 8424,\n", " 411,\n", " 8804,\n", " 415,\n", " 8850,\n", " 413,\n", " 9940,\n", " 413,\n", " 8633,\n", " 413,\n", " 7276,\n", " 413,\n", " 6465,\n", " 411,\n", " 6501,\n", " 411,\n", " 8820,\n", " 413,\n", " 9004,\n", " 411,\n", " 5679,\n", " 411,\n", " 6637,\n", " 411,\n", " 6355,\n", " 415,\n", " 10062,\n", " 413,\n", " 6922,\n", " 411,\n", " 6442,\n", " 417,\n", " 7465,\n", " 414,\n", " 5961,\n", " 413,\n", " 6651,\n", " 415,\n", " 10555,\n", " 415,\n", " 8876,\n", " 411,\n", " 7467,\n", " 411,\n", " 7471,\n", " 413,\n", " 8857,\n", " 417,\n", " 10772,\n", " 411,\n", " 9193,\n", " 411,\n", " 7835,\n", " 31],\n", " [517, 4469, 470, 103660, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 28031,\n", " 344,\n", " 17739,\n", " 344,\n", " 19156,\n", " 344,\n", " 17251,\n", " 344,\n", " 27112,\n", " 344,\n", " 23470,\n", " 344,\n", " 26262,\n", " 344,\n", " 22883,\n", " 344,\n", " 38413,\n", " 344,\n", " 29344,\n", " 344,\n", " 35815,\n", " 344,\n", " 31018,\n", " 344,\n", " 19340,\n", " 344,\n", " 12123,\n", " 344,\n", " 9131,\n", " 344,\n", " 26034,\n", " 344,\n", " 16047,\n", " 344,\n", " 11823,\n", " 344,\n", " 23591,\n", " 344,\n", " 18292,\n", " 344,\n", " 20942,\n", " 344,\n", " 37532,\n", " 344,\n", " 36026,\n", " 344,\n", " 139412,\n", " 344,\n", " 81697,\n", " 344,\n", " 26516,\n", " 344,\n", " 20194,\n", " 344,\n", " 18109,\n", " 344,\n", " 21352,\n", " 344,\n", " 30519,\n", " 344,\n", " 33296,\n", " 344,\n", " 44166,\n", " 344,\n", " 28226,\n", " 344,\n", " 24181,\n", " 344,\n", " 21025,\n", " 344,\n", " 15640,\n", " 344,\n", " 19473,\n", " 344,\n", " 16445,\n", " 344,\n", " 22569,\n", " 344,\n", " 27700,\n", " 344,\n", " 31349,\n", " 344,\n", " 23956,\n", " 344,\n", " 20581,\n", " 344,\n", " 21056,\n", " 344,\n", " 24560,\n", " 344,\n", " 25719,\n", " 344,\n", " 27115,\n", " 344,\n", " 28678,\n", " 344,\n", " 40507,\n", " 344,\n", " 13669,\n", " 344,\n", " 25410,\n", " 344,\n", " 53614,\n", " 345,\n", " 24590,\n", " 345,\n", " 25841,\n", " 344,\n", " 106735,\n", " 344,\n", " 7239,\n", " 344,\n", " 12818,\n", " 346,\n", " 16001,\n", " 344,\n", " 36047,\n", " 344,\n", " 20865,\n", " 344,\n", " 108238,\n", " 344,\n", " 94451,\n", " 344,\n", " 109658,\n", " 344,\n", " 19131,\n", " 344,\n", " 21610,\n", " 344,\n", " 35762,\n", " 344,\n", " 9290,\n", " 344,\n", " 23562,\n", " 344,\n", " 7658,\n", " 344,\n", " 18194,\n", " 344,\n", " 19022,\n", " 344,\n", " 20915,\n", " 344,\n", " 30835,\n", " 344,\n", " 37576,\n", " 344,\n", " 16595,\n", " 344,\n", " 18412,\n", " 344,\n", " 20880,\n", " 344,\n", " 13269,\n", " 344,\n", " 54703,\n", " 344,\n", " 16626,\n", " 344,\n", " 23485,\n", " 344,\n", " 26813,\n", " 344,\n", " 17835,\n", " 345,\n", " 31137,\n", " 344,\n", " 67690,\n", " 344,\n", " 30818,\n", " 344,\n", " 22687,\n", " 344,\n", " 14469,\n", " 344,\n", " 7682,\n", " 344,\n", " 19021,\n", " 344,\n", " 21155,\n", " 344,\n", " 45661,\n", " 344,\n", " 42201,\n", " 344,\n", " 14618,\n", " 344,\n", " 18937,\n", " 344,\n", " 50484,\n", " 344,\n", " 45046,\n", " 344,\n", " 20267,\n", " 344,\n", " 16470,\n", " 344,\n", " 10703],\n", " [517,\n", " 4469,\n", " 470,\n", " 29994,\n", " 344,\n", " 26343,\n", " 344,\n", " 49461,\n", " 344,\n", " 22275,\n", " 344,\n", " 17315,\n", " 344,\n", " 17165,\n", " 344,\n", " 26474,\n", " 344,\n", " 22605,\n", " 344,\n", " 27599,\n", " 344,\n", " 26654,\n", " 344,\n", " 20550,\n", " 344,\n", " 22385,\n", " 344,\n", " 19277,\n", " 344,\n", " 24787,\n", " 344,\n", " 30988,\n", " 344,\n", " 14743,\n", " 344,\n", " 9213,\n", " 344,\n", " 17784,\n", " 344,\n", " 19316,\n", " 344,\n", " 23710,\n", " 344,\n", " 35527,\n", " 344,\n", " 6957,\n", " 344,\n", " 39660,\n", " 344,\n", " 31701,\n", " 344,\n", " 32722,\n", " 344,\n", " 20863,\n", " 344,\n", " 24292,\n", " 344,\n", " 82098,\n", " 344,\n", " 16360,\n", " 344,\n", " 13328,\n", " 344,\n", " 8349,\n", " 344,\n", " 23033,\n", " 344,\n", " 27268,\n", " 344,\n", " 30979,\n", " 344,\n", " 21349,\n", " 344,\n", " 28640,\n", " 344,\n", " 7224,\n", " 346,\n", " 28631,\n", " 344,\n", " 29947,\n", " 344,\n", " 17781,\n", " 344,\n", " 13373,\n", " 344,\n", " 20099,\n", " 344,\n", " 24537,\n", " 344,\n", " 25930,\n", " 344,\n", " 2842,\n", " 344,\n", " 313506,\n", " 344,\n", " 52529,\n", " 344,\n", " 41936,\n", " 344,\n", " 6253,\n", " 344,\n", " 13937,\n", " 344,\n", " 19733,\n", " 344,\n", " 31301,\n", " 344,\n", " 121557,\n", " 344,\n", " 7799,\n", " 344,\n", " 9597,\n", " 344,\n", " 41325,\n", " 344,\n", " 15427,\n", " 344,\n", " 40134,\n", " 344,\n", " 43736,\n", " 344,\n", " 10905,\n", " 344,\n", " 105507,\n", " 344,\n", " 81130,\n", " 344,\n", " 8773,\n", " 344,\n", " 11670,\n", " 344,\n", " 11747,\n", " 344,\n", " 20686,\n", " 345,\n", " 18900,\n", " 344,\n", " 36957,\n", " 344,\n", " 18293,\n", " 344,\n", " 19452,\n", " 344,\n", " 19252,\n", " 344,\n", " 13891,\n", " 344,\n", " 6169,\n", " 344,\n", " 22006,\n", " 344,\n", " 32970,\n", " 344,\n", " 20867,\n", " 344,\n", " 16482,\n", " 344,\n", " 15880,\n", " 344,\n", " 22954,\n", " 344,\n", " 26488,\n", " 344,\n", " 33036,\n", " 346,\n", " 183839,\n", " 344,\n", " 24387,\n", " 344,\n", " 33430,\n", " 344,\n", " 58713,\n", " 344,\n", " 32681,\n", " 344,\n", " 20382,\n", " 344,\n", " 53036,\n", " 345,\n", " 17230,\n", " 344,\n", " 102628,\n", " 344,\n", " 17975,\n", " 344,\n", " 16904,\n", " 344,\n", " 26680,\n", " 344,\n", " 19399,\n", " 344,\n", " 41105,\n", " 344,\n", " 31307,\n", " 344,\n", " 47623,\n", " 344,\n", " 23669,\n", " 344,\n", " 11146,\n", " 344,\n", " 22560],\n", " [517,\n", " 4469,\n", " 537,\n", " 6444,\n", " 415,\n", " 8821,\n", " 413,\n", " 11264,\n", " 415,\n", " 5876,\n", " 411,\n", " 7046,\n", " 413,\n", " 5847,\n", " 31],\n", " [517, 4469, 497, 14457, 31],\n", " [517, 4469, 468, 5457, 337, 28291, 31],\n", " [517, 4469, 537, 11287, 410, 8159, 412, 8277, 31],\n", " [517, 4896, 918, 23906, 337, 38423, 24],\n", " [558, 4896, 992, 20459, 24],\n", " [517, 4469, 541, 6820, 411, 4636, 411, 6167, 31],\n", " [517, 4469, 536, 5552, 31],\n", " [517, 4469, 541, 7679, 413, 5637, 31],\n", " [517, 4469, 536, 7653, 410, 7451, 31],\n", " [517, 4469, 470, 16386, 31],\n", " [517, 4469, 470, 14098, 31],\n", " [517, 4896, 918, 52849, 24],\n", " [517, 4469, 539, 11347, 413, 7647, 415, 5617, 31],\n", " [517, 4469, 470, 15142, 344, 27867, 344, 15217, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 7839,\n", " 415,\n", " 8718,\n", " 411,\n", " 10025,\n", " 413,\n", " 10073,\n", " 413,\n", " 8161,\n", " 415,\n", " 11700,\n", " 31],\n", " [517, 4469, 467, 9204, 31],\n", " [517, 4469, 536, 4413, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 79302,\n", " 344,\n", " 31498,\n", " 344,\n", " 65715,\n", " 344,\n", " 24678,\n", " 344,\n", " 16136,\n", " 344,\n", " 19541,\n", " 344,\n", " 28463,\n", " 344,\n", " 38873,\n", " 344,\n", " 26389,\n", " 344,\n", " 52501,\n", " 344,\n", " 31487,\n", " 344,\n", " 17353,\n", " 31],\n", " [517, 4469, 470, 17597, 31],\n", " [517,\n", " 6173,\n", " 4539,\n", " 346,\n", " 7746,\n", " 346,\n", " 5391,\n", " 346,\n", " 1835,\n", " 346,\n", " 4087,\n", " 346,\n", " 4081,\n", " 346,\n", " 4761,\n", " 346,\n", " 1598,\n", " 346,\n", " 2009,\n", " 346,\n", " 5048,\n", " 346,\n", " 5584,\n", " 346,\n", " 5876,\n", " 346,\n", " 2433,\n", " 346,\n", " 2352,\n", " 346,\n", " 4389,\n", " 346,\n", " 4878,\n", " 346,\n", " 2377,\n", " 346,\n", " 2680,\n", " 346,\n", " 5003,\n", " 346,\n", " 5338,\n", " 346,\n", " 6798,\n", " 346,\n", " 2612,\n", " 346,\n", " 5357,\n", " 346,\n", " 6731,\n", " 346,\n", " 8681,\n", " 346,\n", " 4484,\n", " 346,\n", " 5528,\n", " 346,\n", " 4403,\n", " 346,\n", " 4369,\n", " 346,\n", " 4784,\n", " 346,\n", " 3129,\n", " 346,\n", " 5505,\n", " 346,\n", " 6865,\n", " 346,\n", " 4071,\n", " 346,\n", " 1598,\n", " 346,\n", " 4300,\n", " 346,\n", " 4796,\n", " 346,\n", " 5762,\n", " 346,\n", " 4396,\n", " 346,\n", " 6221,\n", " 346,\n", " 4837,\n", " 346,\n", " 2258,\n", " 346,\n", " 4764,\n", " 346,\n", " 1605,\n", " 377],\n", " [517,\n", " 4469,\n", " 470,\n", " 28119,\n", " 344,\n", " 16869,\n", " 344,\n", " 17013,\n", " 344,\n", " 21782,\n", " 344,\n", " 29275,\n", " 344,\n", " 27567,\n", " 344,\n", " 11849,\n", " 344,\n", " 22898,\n", " 344,\n", " 21841,\n", " 344,\n", " 10419,\n", " 344,\n", " 25634,\n", " 344,\n", " 16215,\n", " 344,\n", " 21433,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 29101,\n", " 344,\n", " 36258,\n", " 344,\n", " 28178,\n", " 344,\n", " 85395,\n", " 344,\n", " 48610,\n", " 344,\n", " 37829,\n", " 344,\n", " 17894,\n", " 344,\n", " 10348,\n", " 344,\n", " 18478,\n", " 344,\n", " 17304,\n", " 344,\n", " 16810,\n", " 344,\n", " 23144,\n", " 344,\n", " 16193,\n", " 344,\n", " 37754,\n", " 344,\n", " 36240,\n", " 344,\n", " 28903,\n", " 344,\n", " 28840,\n", " 344,\n", " 14070,\n", " 344,\n", " 38136,\n", " 344,\n", " 17143,\n", " 344,\n", " 14005,\n", " 344,\n", " 87694,\n", " 344,\n", " 40197,\n", " 344,\n", " 22044,\n", " 344,\n", " 19881,\n", " 344,\n", " 102473,\n", " 344,\n", " 12797,\n", " 346,\n", " 98222,\n", " 346,\n", " 84984,\n", " 344,\n", " 23323,\n", " 344,\n", " 29798,\n", " 346,\n", " 214208,\n", " 344,\n", " 15977,\n", " 344,\n", " 21224,\n", " 346,\n", " 116313,\n", " 344,\n", " 58175,\n", " 344,\n", " 61342,\n", " 344,\n", " 66174,\n", " 346,\n", " 434045,\n", " 344,\n", " 38091,\n", " 344,\n", " 11084,\n", " 344,\n", " 18533,\n", " 344,\n", " 26057,\n", " 344,\n", " 26992,\n", " 344,\n", " 13571,\n", " 344,\n", " 15187,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 8508,\n", " 337,\n", " 8851,\n", " 337,\n", " 25506,\n", " 337,\n", " 23184,\n", " 337,\n", " 25132,\n", " 337,\n", " 42331,\n", " 337,\n", " 57617,\n", " 337,\n", " 21340,\n", " 337,\n", " 24667,\n", " 337,\n", " 8336,\n", " 337,\n", " 62907,\n", " 337,\n", " 26065,\n", " 337,\n", " 18947,\n", " 337,\n", " 19393,\n", " 337,\n", " 31542,\n", " 337,\n", " 47720,\n", " 337,\n", " 18752,\n", " 337,\n", " 13668,\n", " 337,\n", " 39642,\n", " 348,\n", " 78881,\n", " 337,\n", " 16228,\n", " 337,\n", " 29861,\n", " 337,\n", " 26039,\n", " 337,\n", " 24050,\n", " 337,\n", " 17026,\n", " 337,\n", " 29552,\n", " 339,\n", " 241554,\n", " 339,\n", " 243439,\n", " 337,\n", " 34813,\n", " 337,\n", " 52983,\n", " 339,\n", " 397973,\n", " 339,\n", " 412476,\n", " 337,\n", " 13579,\n", " 337,\n", " 14021,\n", " 337,\n", " 23580,\n", " 337,\n", " 13779,\n", " 337,\n", " 22757,\n", " 337,\n", " 18340,\n", " 24],\n", " [542,\n", " 4896,\n", " 976,\n", " 18457,\n", " 337,\n", " 38327,\n", " 337,\n", " 52787,\n", " 337,\n", " 28597,\n", " 337,\n", " 24968,\n", " 337,\n", " 30501,\n", " 337,\n", " 41864,\n", " 337,\n", " 44782,\n", " 337,\n", " 16532,\n", " 337,\n", " 48588,\n", " 337,\n", " 23461,\n", " 337,\n", " 34059,\n", " 337,\n", " 54945,\n", " 337,\n", " 14925,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 28773,\n", " 344,\n", " 7452,\n", " 344,\n", " 38598,\n", " 344,\n", " 20210,\n", " 344,\n", " 37907,\n", " 344,\n", " 18017,\n", " 344,\n", " 24841,\n", " 344,\n", " 21939,\n", " 344,\n", " 36660,\n", " 344,\n", " 23976,\n", " 344,\n", " 11630,\n", " 344,\n", " 20927,\n", " 344,\n", " 27849,\n", " 344,\n", " 24583,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 18617,\n", " 344,\n", " 3511,\n", " 344,\n", " 22402,\n", " 344,\n", " 12456,\n", " 344,\n", " 59058,\n", " 344,\n", " 14824,\n", " 344,\n", " 9556,\n", " 344,\n", " 15537,\n", " 344,\n", " 19497,\n", " 344,\n", " 31087,\n", " 344,\n", " 25985,\n", " 344,\n", " 52962,\n", " 344,\n", " 30592,\n", " 344,\n", " 24810,\n", " 344,\n", " 19435,\n", " 344,\n", " 12647,\n", " 344,\n", " 54450,\n", " 344,\n", " 32923,\n", " 344,\n", " 21334,\n", " 344,\n", " 34685,\n", " 344,\n", " 12791,\n", " 344,\n", " 30318,\n", " 344,\n", " 52871,\n", " 344,\n", " 30958,\n", " 344,\n", " 19527,\n", " 344,\n", " 32076,\n", " 346,\n", " 114329,\n", " 344,\n", " 29265,\n", " 344,\n", " 24310,\n", " 346,\n", " 138379,\n", " 344,\n", " 59908,\n", " 344,\n", " 61304,\n", " 346,\n", " 443790,\n", " 346,\n", " 317262,\n", " 344,\n", " 32681,\n", " 344,\n", " 11470,\n", " 344,\n", " 16453,\n", " 344,\n", " 26612,\n", " 344,\n", " 13162,\n", " 344,\n", " 30064,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 20484,\n", " 344,\n", " 21890,\n", " 344,\n", " 19296,\n", " 344,\n", " 24730,\n", " 344,\n", " 22470,\n", " 344,\n", " 23514,\n", " 344,\n", " 7157,\n", " 344,\n", " 62465,\n", " 344,\n", " 24362,\n", " 344,\n", " 12283,\n", " 344,\n", " 38523,\n", " 344,\n", " 26291,\n", " 344,\n", " 43278,\n", " 344,\n", " 28011,\n", " 344,\n", " 23021,\n", " 344,\n", " 9008,\n", " 344,\n", " 18403,\n", " 344,\n", " 60728,\n", " 344,\n", " 21847,\n", " 344,\n", " 50755,\n", " 344,\n", " 16867,\n", " 344,\n", " 19934,\n", " 344,\n", " 24135,\n", " 344,\n", " 73096,\n", " 344,\n", " 36348,\n", " 344,\n", " 20641,\n", " 344,\n", " 26787,\n", " 344,\n", " 23454,\n", " 344,\n", " 14584,\n", " 344,\n", " 24586,\n", " 346,\n", " 240483,\n", " 344,\n", " 23447,\n", " 344,\n", " 21198,\n", " 344,\n", " 17164,\n", " 346,\n", " 145406,\n", " 344,\n", " 34058,\n", " 344,\n", " 14817,\n", " 344,\n", " 22473,\n", " 344,\n", " 22114,\n", " 344,\n", " 23428,\n", " 344,\n", " 10362,\n", " 344,\n", " 12345,\n", " 31],\n", " [517, 4469, 470, 22327, 31],\n", " [517, 4469, 541, 6658, 31],\n", " [517, 5871, 2051, 618],\n", " [517, 6173, 1590, 377],\n", " [517, 4469, 497, 27735, 31],\n", " [517, 4896, 918, 38584, 24],\n", " [517, 4469, 545, 4428, 31],\n", " [517, 4469, 467, 14778, 31],\n", " [517, 4469, 538, 7907, 31],\n", " [196,\n", " 4116,\n", " 4015,\n", " 38,\n", " 30,\n", " 3869,\n", " 522,\n", " 24200,\n", " 535,\n", " 15860,\n", " 8001,\n", " 21671,\n", " 2289,\n", " 1782,\n", " 1519,\n", " 1532,\n", " 1914,\n", " 2370,\n", " 489,\n", " 4012,\n", " 515,\n", " 913,\n", " 606,\n", " 55277,\n", " 590,\n", " 21316,\n", " 1183,\n", " 42,\n", " 623,\n", " 17054,\n", " 610,\n", " 64839,\n", " 609,\n", " 42,\n", " 1819,\n", " 363,\n", " 1569,\n", " 11401,\n", " 1475,\n", " 1601,\n", " 1266,\n", " 832,\n", " 1451,\n", " 408,\n", " 576,\n", " 9630,\n", " 163,\n", " 453,\n", " 468,\n", " 14599,\n", " 671,\n", " 844,\n", " 7485,\n", " 8103,\n", " 660,\n", " 63104,\n", " 1313,\n", " 413,\n", " 422,\n", " 42,\n", " 888,\n", " 5797,\n", " 624,\n", " 85052,\n", " 675,\n", " 6178,\n", " 674,\n", " 11550,\n", " 1338,\n", " 404,\n", " 803,\n", " 64111,\n", " 560,\n", " 2518,\n", " 442,\n", " 54964,\n", " 714,\n", " 3428,\n", " 732,\n", " 16263,\n", " 730,\n", " 15785,\n", " 778,\n", " 7370,\n", " 38,\n", " 1986,\n", " 1341,\n", " 403,\n", " 744,\n", " 500,\n", " 739,\n", " 873,\n", " 1438,\n", " 405,\n", " 737,\n", " 501,\n", " 2306,\n", " 1841,\n", " 741,\n", " 501,\n", " 754,\n", " 503,\n", " 809,\n", " 532,\n", " 714,\n", " 3246,\n", " 715,\n", " 12170,\n", " 440,\n", " 38121,\n", " 742,\n", " 498,\n", " 1440,\n", " 398,\n", " 442,\n", " 50959,\n", " 1431,\n", " 15466,\n", " 442,\n", " 41964,\n", " 2021,\n", " 11236,\n", " 999,\n", " 1884,\n", " 1397,\n", " 449,\n", " 1398,\n", " 403,\n", " 1454,\n", " 404,\n", " 1044,\n", " 6788,\n", " 441,\n", " 52645,\n", " 1037,\n", " 15138,\n", " 1447,\n", " 4758,\n", " 1044,\n", " 1885,\n", " 1450,\n", " 452,\n", " 1416,\n", " 404,\n", " 1406,\n", " 70306,\n", " 2324,\n", " 52968,\n", " 443,\n", " 81192,\n", " 405,\n", " 67685,\n", " 453,\n", " 56450,\n", " 443,\n", " 209376,\n", " 1407,\n", " 62577,\n", " 1438,\n", " 402,\n", " 1439,\n", " 449,\n", " 1191,\n", " 39129,\n", " 486,\n", " 7637,\n", " 1435,\n", " 132586,\n", " 1446,\n", " 120596,\n", " 1412,\n", " 574564,\n", " 922,\n", " 52642,\n", " 1433,\n", " 49055,\n", " 1451,\n", " 583328,\n", " 786,\n", " 711622,\n", " 948,\n", " 5723668],\n", " [517, 4469, 540, 9417, 31],\n", " [542, 4896, 976, 19952, 337, 26461, 337, 47081, 337, 20639, 361],\n", " [517, 4469, 468, 13676, 31],\n", " [517, 4469, 463, 26778, 337, 22622, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 14074,\n", " 344,\n", " 1391,\n", " 344,\n", " 11210,\n", " 345,\n", " 33637,\n", " 346,\n", " 23374,\n", " 344,\n", " 24798,\n", " 344,\n", " 34843,\n", " 344,\n", " 21494,\n", " 31],\n", " [517, 4469, 539, 7215, 415, 11605, 411, 6662, 411, 7669, 31],\n", " [517, 4469, 497, 17804, 370, 7935, 31],\n", " [517, 4469, 470, 18019, 344, 44055, 344, 12912, 344, 29192, 31],\n", " [517, 4469, 539, 7227, 415, 7297, 413, 5240, 414, 14272, 413, 10183, 31],\n", " [517,\n", " 4469,\n", " 541,\n", " 6960,\n", " 411,\n", " 6331,\n", " 411,\n", " 8597,\n", " 414,\n", " 9694,\n", " 413,\n", " 6283,\n", " 411,\n", " 7571,\n", " 411,\n", " 11070,\n", " 417,\n", " 7534,\n", " 31],\n", " [517,\n", " 4469,\n", " 541,\n", " 18633,\n", " 411,\n", " 12975,\n", " 413,\n", " 10768,\n", " 411,\n", " 6784,\n", " 413,\n", " 8696,\n", " 415,\n", " 9966,\n", " 411,\n", " 6869,\n", " 415,\n", " 8752,\n", " 411,\n", " 4378,\n", " 396,\n", " 3301,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 16372,\n", " 337,\n", " 57332,\n", " 337,\n", " 13746,\n", " 337,\n", " 21999,\n", " 337,\n", " 18535,\n", " 337,\n", " 22033,\n", " 337,\n", " 30196,\n", " 337,\n", " 28742,\n", " 337,\n", " 29987,\n", " 337,\n", " 23528,\n", " 337,\n", " 15763,\n", " 337,\n", " 26294,\n", " 337,\n", " 83029,\n", " 337,\n", " 5649,\n", " 337,\n", " 29528,\n", " 337,\n", " 12574,\n", " 337,\n", " 19201,\n", " 337,\n", " 20806,\n", " 337,\n", " 21669,\n", " 361],\n", " [517,\n", " 4469,\n", " 470,\n", " 15450,\n", " 344,\n", " 13847,\n", " 344,\n", " 14913,\n", " 344,\n", " 14070,\n", " 344,\n", " 40340,\n", " 344,\n", " 47915,\n", " 344,\n", " 88675,\n", " 344,\n", " 13272,\n", " 344,\n", " 101494,\n", " 346,\n", " 90455,\n", " 344,\n", " 11002,\n", " 346,\n", " 20119,\n", " 344,\n", " 12036,\n", " 344,\n", " 12818,\n", " 344,\n", " 18313,\n", " 344,\n", " 63727,\n", " 344,\n", " 1387,\n", " 330,\n", " 9984,\n", " 344,\n", " 28906,\n", " 344,\n", " 21520,\n", " 344,\n", " 29164,\n", " 344,\n", " 20896,\n", " 344,\n", " 7963,\n", " 344,\n", " 10479,\n", " 344,\n", " 16611,\n", " 344,\n", " 9388,\n", " 344,\n", " 35513,\n", " 344,\n", " 24170,\n", " 344,\n", " 27284,\n", " 344,\n", " 11212,\n", " 344,\n", " 22884,\n", " 344,\n", " 15827,\n", " 344,\n", " 26442,\n", " 344,\n", " 23529,\n", " 344,\n", " 41629,\n", " 344,\n", " 26068,\n", " 344,\n", " 10084,\n", " 344,\n", " 31384,\n", " 344,\n", " 33628,\n", " 344,\n", " 11762,\n", " 344,\n", " 26119,\n", " 344,\n", " 20151,\n", " 344,\n", " 24118,\n", " 344,\n", " 16642,\n", " 344,\n", " 32998,\n", " 344,\n", " 11485,\n", " 344,\n", " 44275,\n", " 344,\n", " 21680,\n", " 344,\n", " 19332,\n", " 346,\n", " 219350,\n", " 344,\n", " 21439,\n", " 344,\n", " 29048,\n", " 344,\n", " 20174,\n", " 344,\n", " 10936,\n", " 344,\n", " 20512,\n", " 344,\n", " 20350,\n", " 344,\n", " 28347,\n", " 344,\n", " 17077,\n", " 344,\n", " 12357,\n", " 344,\n", " 51879,\n", " 344,\n", " 51252,\n", " 344,\n", " 100455,\n", " 344,\n", " 18027,\n", " 344,\n", " 43795,\n", " 31],\n", " [517, 3102, 876, 255],\n", " [517,\n", " 6173,\n", " 4452,\n", " 346,\n", " 4787,\n", " 346,\n", " 2352,\n", " 346,\n", " 4412,\n", " 346,\n", " 1902,\n", " 346,\n", " 2277,\n", " 346,\n", " 1696,\n", " 346,\n", " 1504,\n", " 346,\n", " 2391,\n", " 346,\n", " 4389,\n", " 346,\n", " 2130,\n", " 346,\n", " 2182,\n", " 346,\n", " 1853,\n", " 346,\n", " 4064,\n", " 346,\n", " 1582,\n", " 346,\n", " 3842,\n", " 346,\n", " 1601,\n", " 346,\n", " 2343,\n", " 346,\n", " 1624,\n", " 377],\n", " [517,\n", " 4896,\n", " 918,\n", " 13833,\n", " 337,\n", " 34335,\n", " 337,\n", " 44615,\n", " 337,\n", " 85345,\n", " 337,\n", " 17736,\n", " 337,\n", " 40166,\n", " 337,\n", " 41667,\n", " 337,\n", " 19578,\n", " 337,\n", " 16126,\n", " 337,\n", " 59567,\n", " 337,\n", " 22934,\n", " 337,\n", " 36791,\n", " 337,\n", " 19499,\n", " 337,\n", " 34425,\n", " 337,\n", " 16332,\n", " 337,\n", " 28105,\n", " 337,\n", " 19357,\n", " 337,\n", " 9076,\n", " 337,\n", " 18860,\n", " 337,\n", " 36489,\n", " 337,\n", " 23721,\n", " 337,\n", " 32733,\n", " 337,\n", " 19496,\n", " 337,\n", " 22557,\n", " 337,\n", " 26076,\n", " 337,\n", " 19964,\n", " 337,\n", " 46394,\n", " 337,\n", " 31867,\n", " 337,\n", " 18830,\n", " 337,\n", " 35999,\n", " 337,\n", " 36940,\n", " 337,\n", " 24261,\n", " 337,\n", " 21252,\n", " 337,\n", " 22185,\n", " 337,\n", " 24706,\n", " 337,\n", " 30632,\n", " 337,\n", " 15008,\n", " 337,\n", " 28567,\n", " 337,\n", " 14506,\n", " 337,\n", " 9910,\n", " 337,\n", " 43688,\n", " 337,\n", " 52713,\n", " 337,\n", " 12063,\n", " 337,\n", " 18769,\n", " 337,\n", " 27525,\n", " 337,\n", " 8238,\n", " 337,\n", " 18435,\n", " 337,\n", " 11860,\n", " 337,\n", " 20473,\n", " 337,\n", " 24712,\n", " 337,\n", " 25579,\n", " 337,\n", " 15444,\n", " 337,\n", " 36631,\n", " 337,\n", " 20487,\n", " 337,\n", " 19837,\n", " 337,\n", " 17061,\n", " 337,\n", " 4857,\n", " 337,\n", " 5759,\n", " 337,\n", " 5549,\n", " 337,\n", " 19480,\n", " 337,\n", " 15791,\n", " 337,\n", " 34582,\n", " 337,\n", " 24702,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 16269,\n", " 344,\n", " 20654,\n", " 344,\n", " 22729,\n", " 344,\n", " 84459,\n", " 344,\n", " 77799,\n", " 344,\n", " 9989,\n", " 344,\n", " 23714,\n", " 344,\n", " 12753,\n", " 330,\n", " 10013,\n", " 346,\n", " 82304,\n", " 344,\n", " 12972,\n", " 346,\n", " 25225,\n", " 344,\n", " 15032,\n", " 344,\n", " 17111,\n", " 344,\n", " 11850,\n", " 344,\n", " 191188,\n", " 344,\n", " 12298,\n", " 344,\n", " 49878,\n", " 344,\n", " 67611,\n", " 344,\n", " 63788,\n", " 344,\n", " 1358,\n", " 330,\n", " 10013,\n", " 344,\n", " 17819,\n", " 344,\n", " 20669,\n", " 344,\n", " 21045,\n", " 344,\n", " 53131,\n", " 344,\n", " 22270,\n", " 344,\n", " 33005,\n", " 344,\n", " 8295,\n", " 344,\n", " 15012,\n", " 344,\n", " 30069,\n", " 344,\n", " 13750,\n", " 344,\n", " 29120,\n", " 346,\n", " 105473,\n", " 345,\n", " 87431,\n", " 344,\n", " 25443,\n", " 344,\n", " 27580,\n", " 344,\n", " 15014,\n", " 344,\n", " 54213,\n", " 344,\n", " 42475,\n", " 344,\n", " 22068,\n", " 344,\n", " 21192,\n", " 346,\n", " 194821,\n", " 344,\n", " 25284,\n", " 344,\n", " 28484,\n", " 344,\n", " 18834,\n", " 344,\n", " 10742,\n", " 344,\n", " 23137,\n", " 344,\n", " 25982,\n", " 344,\n", " 27163,\n", " 344,\n", " 16829,\n", " 344,\n", " 50786,\n", " 344,\n", " 21247,\n", " 344,\n", " 29080,\n", " 344,\n", " 21223,\n", " 344,\n", " 17516,\n", " 346,\n", " 189642,\n", " 344,\n", " 11447,\n", " 344,\n", " 18397,\n", " 344,\n", " 18684,\n", " 344,\n", " 32927,\n", " 344,\n", " 16388,\n", " 344,\n", " 16727,\n", " 344,\n", " 21825,\n", " 344,\n", " 17098,\n", " 344,\n", " 26091,\n", " 344,\n", " 10084,\n", " 344,\n", " 10359,\n", " 344,\n", " 45957,\n", " 344,\n", " 50847,\n", " 344,\n", " 28451,\n", " 344,\n", " 5564,\n", " 344,\n", " 13467,\n", " 344,\n", " 11653,\n", " 344,\n", " 31224,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 14797,\n", " 344,\n", " 20257,\n", " 344,\n", " 42691,\n", " 344,\n", " 71277,\n", " 344,\n", " 23534,\n", " 344,\n", " 7578,\n", " 344,\n", " 21626,\n", " 344,\n", " 33280,\n", " 344,\n", " 1359,\n", " 330,\n", " 10010,\n", " 344,\n", " 17345,\n", " 344,\n", " 17534,\n", " 344,\n", " 15513,\n", " 344,\n", " 30590,\n", " 344,\n", " 13921,\n", " 344,\n", " 18992,\n", " 344,\n", " 13586,\n", " 344,\n", " 1361,\n", " 330,\n", " 10010,\n", " 344,\n", " 18029,\n", " 344,\n", " 29218,\n", " 344,\n", " 18219,\n", " 344,\n", " 30107,\n", " 344,\n", " 31985,\n", " 344,\n", " 34470,\n", " 344,\n", " 15932,\n", " 344,\n", " 14986,\n", " 344,\n", " 16482,\n", " 344,\n", " 12411,\n", " 344,\n", " 37459,\n", " 344,\n", " 17553,\n", " 344,\n", " 18523,\n", " 344,\n", " 38059,\n", " 344,\n", " 8899,\n", " 344,\n", " 17582,\n", " 344,\n", " 24109,\n", " 344,\n", " 14144,\n", " 344,\n", " 29375,\n", " 344,\n", " 18825,\n", " 344,\n", " 19580,\n", " 346,\n", " 163653,\n", " 344,\n", " 29309,\n", " 344,\n", " 23548,\n", " 344,\n", " 24495,\n", " 344,\n", " 36983,\n", " 344,\n", " 31395,\n", " 344,\n", " 29491,\n", " 344,\n", " 13840,\n", " 344,\n", " 22479,\n", " 344,\n", " 15077,\n", " 344,\n", " 27802,\n", " 344,\n", " 21033,\n", " 344,\n", " 11804,\n", " 344,\n", " 26243,\n", " 344,\n", " 102279,\n", " 344,\n", " 30517,\n", " 344,\n", " 55545,\n", " 344,\n", " 22879,\n", " 346,\n", " 234513,\n", " 344,\n", " 21878,\n", " 344,\n", " 20866,\n", " 344,\n", " 15518,\n", " 344,\n", " 11736,\n", " 344,\n", " 13304,\n", " 344,\n", " 20883,\n", " 344,\n", " 22427,\n", " 344,\n", " 13202,\n", " 344,\n", " 32370,\n", " 344,\n", " 29647,\n", " 344,\n", " 32000,\n", " 344,\n", " 20505,\n", " 344,\n", " 12436,\n", " 344,\n", " 22954,\n", " 344,\n", " 11193,\n", " 344,\n", " 21685,\n", " 344,\n", " 17256,\n", " 344,\n", " 20336,\n", " 344,\n", " 51189,\n", " 344,\n", " 5142,\n", " 344,\n", " 30708,\n", " 344,\n", " 12912,\n", " 344,\n", " 21738,\n", " 344,\n", " 20806,\n", " 344,\n", " 34811,\n", " 344,\n", " 9174,\n", " 344,\n", " 12219,\n", " 344,\n", " 32370,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 40585,\n", " 344,\n", " 30497,\n", " 344,\n", " 35100,\n", " 344,\n", " 12540,\n", " 344,\n", " 16971,\n", " 344,\n", " 30407,\n", " 344,\n", " 13123,\n", " 344,\n", " 13347,\n", " 344,\n", " 43169,\n", " 344,\n", " 24050,\n", " 344,\n", " 23276,\n", " 344,\n", " 34584,\n", " 344,\n", " 21706,\n", " 344,\n", " 15355,\n", " 344,\n", " 25571,\n", " 344,\n", " 38059,\n", " 344,\n", " 16406,\n", " 344,\n", " 18745,\n", " 344,\n", " 25773,\n", " 344,\n", " 35555,\n", " 344,\n", " 19250,\n", " 344,\n", " 26255,\n", " 346,\n", " 197493,\n", " 344,\n", " 31739,\n", " 344,\n", " 24205,\n", " 344,\n", " 24069,\n", " 344,\n", " 32076,\n", " 344,\n", " 15681,\n", " 344,\n", " 20009,\n", " 344,\n", " 39718,\n", " 344,\n", " 56551,\n", " 344,\n", " 33110,\n", " 344,\n", " 22126,\n", " 344,\n", " 22095,\n", " 344,\n", " 17949,\n", " 344,\n", " 26108,\n", " 344,\n", " 38209,\n", " 344,\n", " 23106,\n", " 344,\n", " 22983,\n", " 344,\n", " 4987,\n", " 344,\n", " 24237,\n", " 344,\n", " 50640,\n", " 344,\n", " 27144,\n", " 31],\n", " [517, 5867, 744, 4762],\n", " [517, 5855, 1012, 634],\n", " [517, 4469, 538, 8028, 31],\n", " [517, 7739, 386, 311, 31],\n", " [517, 4469, 536, 9592, 31],\n", " [517, 4469, 536, 17210, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 16854,\n", " 344,\n", " 15112,\n", " 344,\n", " 23066,\n", " 344,\n", " 15112,\n", " 344,\n", " 12146,\n", " 344,\n", " 7696,\n", " 344,\n", " 35433,\n", " 344,\n", " 29560,\n", " 344,\n", " 26374,\n", " 344,\n", " 22201,\n", " 344,\n", " 16374,\n", " 344,\n", " 20111,\n", " 344,\n", " 32891,\n", " 344,\n", " 26605,\n", " 344,\n", " 9960,\n", " 344,\n", " 20055,\n", " 344,\n", " 35198,\n", " 344,\n", " 27285,\n", " 344,\n", " 26476,\n", " 375],\n", " [517,\n", " 4896,\n", " 918,\n", " 16672,\n", " 337,\n", " 15603,\n", " 337,\n", " 8280,\n", " 337,\n", " 32617,\n", " 337,\n", " 28918,\n", " 337,\n", " 36709,\n", " 337,\n", " 43364,\n", " 337,\n", " 32754,\n", " 337,\n", " 26576,\n", " 337,\n", " 58541,\n", " 337,\n", " 17632,\n", " 337,\n", " 14930,\n", " 337,\n", " 36166,\n", " 337,\n", " 46684,\n", " 337,\n", " 31232,\n", " 337,\n", " 22182,\n", " 337,\n", " 27931,\n", " 337,\n", " 14401,\n", " 361],\n", " [517, 4469, 483, 4743, 337, 24108, 31],\n", " [517,\n", " 4469,\n", " 468,\n", " 9564,\n", " 337,\n", " 23467,\n", " 342,\n", " 10182,\n", " 337,\n", " 19653,\n", " 334,\n", " 23767,\n", " 341,\n", " 11923,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 12405,\n", " 344,\n", " 26982,\n", " 344,\n", " 31218,\n", " 344,\n", " 10067,\n", " 344,\n", " 20686,\n", " 344,\n", " 14909,\n", " 344,\n", " 46123,\n", " 31],\n", " [517, 4469, 470, 52476, 31],\n", " [517, 4469, 470, 10785, 344, 35661, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 33856,\n", " 344,\n", " 35093,\n", " 344,\n", " 49710,\n", " 344,\n", " 54141,\n", " 344,\n", " 100217,\n", " 344,\n", " 38582,\n", " 344,\n", " 14830,\n", " 344,\n", " 34335,\n", " 344,\n", " 22454,\n", " 344,\n", " 14636,\n", " 344,\n", " 27507,\n", " 31],\n", " [517, 4469, 537, 10069, 31],\n", " [517,\n", " 4469,\n", " 497,\n", " 12067,\n", " 371,\n", " 33435,\n", " 371,\n", " 20344,\n", " 371,\n", " 10054,\n", " 371,\n", " 33154,\n", " 371,\n", " 18958,\n", " 31],\n", " [517, 4469, 470, 23854, 344, 18723, 31],\n", " [517, 4469, 470, 25608, 344, 31518, 344, 81340, 344, 31606, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 5637,\n", " 411,\n", " 8733,\n", " 415,\n", " 7545,\n", " 411,\n", " 9370,\n", " 413,\n", " 9466,\n", " 413,\n", " 8330,\n", " 411,\n", " 7674,\n", " 413,\n", " 7875,\n", " 413,\n", " 6145,\n", " 411,\n", " 7196,\n", " 31],\n", " [517, 4469, 470, 25794, 344, 42923, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 9506,\n", " 413,\n", " 8640,\n", " 413,\n", " 4812,\n", " 415,\n", " 9081,\n", " 411,\n", " 10953,\n", " 411,\n", " 9120,\n", " 411,\n", " 7467,\n", " 413,\n", " 4567,\n", " 413,\n", " 3496,\n", " 415,\n", " 4558,\n", " 31],\n", " [561, 3677, 1314, 817, 39],\n", " [517, 4469, 539, 7493, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 28348,\n", " 337,\n", " 14544,\n", " 337,\n", " 20157,\n", " 337,\n", " 28499,\n", " 337,\n", " 15115,\n", " 337,\n", " 14293,\n", " 24],\n", " [517, 4469, 540, 4992, 31],\n", " [517, 4469, 538, 15452, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 14752,\n", " 344,\n", " 14973,\n", " 344,\n", " 34045,\n", " 344,\n", " 30551,\n", " 344,\n", " 32610,\n", " 344,\n", " 28344,\n", " 344,\n", " 31376,\n", " 344,\n", " 10011,\n", " 344,\n", " 46762,\n", " 344,\n", " 24963,\n", " 344,\n", " 34077,\n", " 344,\n", " 23480,\n", " 344,\n", " 18691,\n", " 344,\n", " 24296,\n", " 344,\n", " 35867,\n", " 344,\n", " 20304,\n", " 346,\n", " 99990,\n", " 344,\n", " 25300,\n", " 344,\n", " 16236,\n", " 344,\n", " 21755,\n", " 344,\n", " 23891,\n", " 344,\n", " 71050,\n", " 344,\n", " 19468,\n", " 344,\n", " 11224,\n", " 344,\n", " 22937,\n", " 344,\n", " 21084,\n", " 344,\n", " 18751,\n", " 344,\n", " 15699,\n", " 344,\n", " 91958,\n", " 344,\n", " 23480,\n", " 344,\n", " 32430,\n", " 344,\n", " 16465,\n", " 344,\n", " 22777,\n", " 344,\n", " 24297,\n", " 344,\n", " 14795,\n", " 344,\n", " 14735,\n", " 344,\n", " 34262,\n", " 31],\n", " [517, 4469, 497, 66550, 31],\n", " [517, 4469, 487, 3284, 357, 3805, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 9276,\n", " 413,\n", " 8061,\n", " 411,\n", " 7762,\n", " 415,\n", " 12352,\n", " 415,\n", " 12355,\n", " 413,\n", " 7397,\n", " 411,\n", " 12349,\n", " 411,\n", " 6800,\n", " 413,\n", " 7364,\n", " 411,\n", " 8020,\n", " 411,\n", " 7247,\n", " 413,\n", " 7415,\n", " 411,\n", " 9380,\n", " 411,\n", " 5974,\n", " 413,\n", " 6425,\n", " 411,\n", " 5951,\n", " 411,\n", " 8083,\n", " 31],\n", " [517, 4469, 470, 28987, 344, 14126, 344, 17206, 344, 8650, 344, 41442, 31],\n", " [517, 4896, 918, 20997, 24],\n", " [517, 4469, 538, 2108, 31],\n", " [517, 4469, 470, 22113, 344, 17337, 31],\n", " [542,\n", " 4896,\n", " 976,\n", " 16071,\n", " 337,\n", " 31389,\n", " 337,\n", " 25627,\n", " 337,\n", " 18138,\n", " 337,\n", " 7207,\n", " 337,\n", " 39937,\n", " 337,\n", " 30274,\n", " 337,\n", " 33621,\n", " 337,\n", " 5531,\n", " 337,\n", " 11127,\n", " 337,\n", " 15956,\n", " 337,\n", " 24898,\n", " 337,\n", " 24812,\n", " 337,\n", " 18722,\n", " 337,\n", " 29994,\n", " 337,\n", " 15372,\n", " 337,\n", " 10173,\n", " 337,\n", " 68553,\n", " 337,\n", " 39605,\n", " 337,\n", " 11173,\n", " 24],\n", " [517, 4469, 470, 43000, 31],\n", " [517, 4469, 539, 8184, 413, 14912, 411, 5787, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 29924,\n", " 344,\n", " 17911,\n", " 344,\n", " 19107,\n", " 344,\n", " 11481,\n", " 344,\n", " 39635,\n", " 344,\n", " 42016,\n", " 344,\n", " 11656,\n", " 344,\n", " 41053,\n", " 344,\n", " 16598,\n", " 344,\n", " 181448,\n", " 344,\n", " 12668,\n", " 344,\n", " 32618,\n", " 344,\n", " 12335,\n", " 31],\n", " [517, 4469, 537, 7019, 411, 10178, 413, 7836, 411, 12716, 411, 6263, 31],\n", " [558,\n", " 4896,\n", " 992,\n", " 16988,\n", " 337,\n", " 27561,\n", " 337,\n", " 40079,\n", " 337,\n", " 45486,\n", " 337,\n", " 17689,\n", " 337,\n", " 10427,\n", " 337,\n", " 24881,\n", " 337,\n", " 35454,\n", " 337,\n", " 9409,\n", " 337,\n", " 10695,\n", " 337,\n", " 33598,\n", " 337,\n", " 15619,\n", " 337,\n", " 15763,\n", " 337,\n", " 31134,\n", " 337,\n", " 10767,\n", " 337,\n", " 27719,\n", " 337,\n", " 23920,\n", " 338,\n", " 18475,\n", " 337,\n", " 26108,\n", " 337,\n", " 40979,\n", " 337,\n", " 33181,\n", " 337,\n", " 30035,\n", " 337,\n", " 19394,\n", " 337,\n", " 14633,\n", " 337,\n", " 29532,\n", " 337,\n", " 36986,\n", " 337,\n", " 17175,\n", " 337,\n", " 22464,\n", " 337,\n", " 21365,\n", " 337,\n", " 14955,\n", " 337,\n", " 44191,\n", " 337,\n", " 15340,\n", " 337,\n", " 26207,\n", " 337,\n", " 89563,\n", " 337,\n", " 55331,\n", " 337,\n", " 21015,\n", " 337,\n", " 16454,\n", " 337,\n", " 20404,\n", " 337,\n", " 41094,\n", " 337,\n", " 26898,\n", " 337,\n", " 10924,\n", " 337,\n", " 28923,\n", " 337,\n", " 22375,\n", " 337,\n", " 23682,\n", " 337,\n", " 21389,\n", " 337,\n", " 49413,\n", " 337,\n", " 10893,\n", " 24],\n", " [517, 4469, 470, 14464, 31],\n", " [517, 4469, 541, 8935, 31],\n", " [517, 4469, 536, 11604, 31],\n", " [517, 4469, 537, 14853, 31],\n", " [517, 4469, 470, 28008, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 9111,\n", " 415,\n", " 7153,\n", " 413,\n", " 6457,\n", " 413,\n", " 10468,\n", " 411,\n", " 5690,\n", " 413,\n", " 5845,\n", " 413,\n", " 7191,\n", " 415,\n", " 4667,\n", " 411,\n", " 6655,\n", " 413,\n", " 8178,\n", " 413,\n", " 6909,\n", " 413,\n", " 10913,\n", " 411,\n", " 8202,\n", " 411,\n", " 4236,\n", " 413,\n", " 6716,\n", " 411,\n", " 17990,\n", " 413,\n", " 9587,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 21077,\n", " 344,\n", " 6183,\n", " 344,\n", " 13522,\n", " 344,\n", " 33206,\n", " 344,\n", " 18732,\n", " 344,\n", " 7803,\n", " 344,\n", " 44995,\n", " 31],\n", " [517, 4469, 497, 10739, 371, 28021, 31],\n", " [517, 4469, 540, 9333, 31],\n", " [517, 4469, 470, 7087, 31],\n", " [517, 4469, 537, 6366, 413, 9697, 31],\n", " [517, 4469, 540, 10996, 31],\n", " [517, 3534, 393, 353],\n", " [517, 4469, 536, 12062, 31],\n", " [517, 4469, 537, 10770, 411, 7034, 31],\n", " [517, 4469, 470, 72869, 31],\n", " [517, 4469, 470, 20148, 31],\n", " [517,\n", " 4116,\n", " 732,\n", " 1786,\n", " 1298,\n", " 39067,\n", " 414,\n", " 42,\n", " 135,\n", " 7553,\n", " 488,\n", " 1831,\n", " 1256,\n", " 43207,\n", " 545,\n", " 42,\n", " 487,\n", " 10974,\n", " 1252,\n", " 37100,\n", " 972,\n", " 2653,\n", " 1936,\n", " 406,\n", " 511,\n", " 1447,\n", " 1257,\n", " 39749,\n", " 523,\n", " 1866,\n", " 1284,\n", " 42181,\n", " 1064,\n", " 1907,\n", " 1295,\n", " 42580,\n", " 525,\n", " 42,\n", " 936,\n", " 7671,\n", " 1291,\n", " 44733,\n", " 522,\n", " 42,\n", " 936,\n", " 7884,\n", " 1253,\n", " 43030,\n", " 524,\n", " 1506,\n", " 508,\n", " 1443,\n", " 1255,\n", " 44248,\n", " 526,\n", " 1756,\n", " 669,\n", " 464,\n", " 751,\n", " 2728,\n", " 1807,\n", " 8001,\n", " 730,\n", " 21842,\n", " 769,\n", " 3708,\n", " 509,\n", " 1442,\n", " 440,\n", " 42,\n", " 1900,\n", " 84,\n", " 1090,\n", " 405,\n", " 549,\n", " 353,\n", " 522,\n", " 6227,\n", " 433,\n", " 351,\n", " 826,\n", " 43063,\n", " 412,\n", " 42,\n", " 486,\n", " 14658,\n", " 806,\n", " 524,\n", " 1253,\n", " 48647,\n", " 1553,\n", " 12546,\n", " 1254,\n", " 42287,\n", " 412,\n", " 42,\n", " 937,\n", " 7209,\n", " 881,\n", " 43665,\n", " 525,\n", " 1969,\n", " 514,\n", " 371,\n", " 434,\n", " 352,\n", " 449,\n", " 45859,\n", " 622,\n", " 15605,\n", " 1454,\n", " 403,\n", " 509,\n", " 1798,\n", " 449,\n", " 40352,\n", " 526,\n", " 1902,\n", " 852,\n", " 41928,\n", " 112,\n", " 42,\n", " 936,\n", " 8719,\n", " 821,\n", " 43283,\n", " 599,\n", " 6944,\n", " 858,\n", " 49417,\n", " 739,\n", " 501,\n", " 820,\n", " 42464,\n", " 1483,\n", " 12425,\n", " 449,\n", " 39802,\n", " 937,\n", " 9069,\n", " 822,\n", " 54836,\n", " 1256,\n", " 43715,\n", " 449,\n", " 52127,\n", " 1431,\n", " 1899,\n", " 449,\n", " 47044,\n", " 895,\n", " 50898,\n", " 822,\n", " 45938,\n", " 1341,\n", " 1849,\n", " 857,\n", " 54759,\n", " 449,\n", " 45349,\n", " 449,\n", " 42914,\n", " 557,\n", " 52831,\n", " 449,\n", " 39391,\n", " 5764,\n", " 42,\n", " 30834,\n", " 361,\n", " 1460,\n", " 42,\n", " 44663,\n", " 363,\n", " 5764,\n", " 42,\n", " 33645,\n", " 362,\n", " 1460,\n", " 39392,\n", " 1120,\n", " 395,\n", " 2882,\n", " 42,\n", " 40598,\n", " 12396,\n", " 7224,\n", " 42,\n", " 36529,\n", " 363,\n", " 12988,\n", " 42,\n", " 8371,\n", " 646526,\n", " 479,\n", " 188880,\n", " 480,\n", " 1818589],\n", " [517, 4469, 497, 13661, 371, 21760, 31],\n", " [517, 4469, 536, 6795, 31],\n", " [517, 4469, 537, 4745, 31],\n", " [517, 4469, 468, 9195, 358, 2745, 343, 8685, 31],\n", " [517, 4469, 539, 9163, 415, 6952, 31],\n", " [517, 4469, 539, 8922, 413, 5467, 31],\n", " [517, 4469, 541, 14693, 31],\n", " [517, 4469, 537, 7294, 413, 9471, 411, 11042, 411, 8881, 413, 12998, 31],\n", " [517, 4469, 470, 16701, 344, 28483, 344, 37311, 344, 28485, 344, 19117, 31],\n", " [542, 4896, 976, 52589, 337, 50209, 337, 30028, 337, 29312, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 29984,\n", " 344,\n", " 35377,\n", " 344,\n", " 36575,\n", " 344,\n", " 22594,\n", " 344,\n", " 20139,\n", " 344,\n", " 19306,\n", " 344,\n", " 36327,\n", " 344,\n", " 18605,\n", " 344,\n", " 36303,\n", " 344,\n", " 25863,\n", " 344,\n", " 20472,\n", " 344,\n", " 14568,\n", " 344,\n", " 14128,\n", " 344,\n", " 27926,\n", " 344,\n", " 36326,\n", " 344,\n", " 28201,\n", " 344,\n", " 29719,\n", " 344,\n", " 13796,\n", " 344,\n", " 22976,\n", " 344,\n", " 11949,\n", " 344,\n", " 30458,\n", " 344,\n", " 12630,\n", " 344,\n", " 31020,\n", " 344,\n", " 30155,\n", " 344,\n", " 11259,\n", " 344,\n", " 10013,\n", " 344,\n", " 28058,\n", " 344,\n", " 19596,\n", " 344,\n", " 51537,\n", " 344,\n", " 9411,\n", " 344,\n", " 18030,\n", " 345,\n", " 19987,\n", " 355,\n", " 68239,\n", " 344,\n", " 30924,\n", " 344,\n", " 26579,\n", " 344,\n", " 8481,\n", " 344,\n", " 7504,\n", " 344,\n", " 11407,\n", " 344,\n", " 17320,\n", " 344,\n", " 24217,\n", " 344,\n", " 18687,\n", " 344,\n", " 17919,\n", " 344,\n", " 10151,\n", " 344,\n", " 22199,\n", " 344,\n", " 30602,\n", " 344,\n", " 31344,\n", " 344,\n", " 30349,\n", " 344,\n", " 28161,\n", " 344,\n", " 21803,\n", " 31],\n", " [517, 4896, 918, 33813, 337, 13499, 337, 22396, 337, 20837, 24],\n", " [517,\n", " 6173,\n", " 637,\n", " 361,\n", " 5903,\n", " 346,\n", " 6446,\n", " 346,\n", " 2519,\n", " 346,\n", " 6083,\n", " 346,\n", " 6843,\n", " 346,\n", " 7299,\n", " 346,\n", " 5426,\n", " 346,\n", " 5277,\n", " 346,\n", " 4286,\n", " 346,\n", " 5008,\n", " 346,\n", " 4779,\n", " 346,\n", " 5212,\n", " 346,\n", " 5010,\n", " 346,\n", " 3873,\n", " 346,\n", " 2096,\n", " 346,\n", " 1605,\n", " 377],\n", " [517,\n", " 4896,\n", " 918,\n", " 31357,\n", " 337,\n", " 9204,\n", " 337,\n", " 19142,\n", " 337,\n", " 12407,\n", " 337,\n", " 5879,\n", " 337,\n", " 15152,\n", " 337,\n", " 27774,\n", " 337,\n", " 67819,\n", " 337,\n", " 41866,\n", " 337,\n", " 40042,\n", " 337,\n", " 18231,\n", " 337,\n", " 28753,\n", " 337,\n", " 25483,\n", " 337,\n", " 11941,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 10281,\n", " 344,\n", " 10073,\n", " 344,\n", " 9581,\n", " 344,\n", " 15721,\n", " 344,\n", " 18799,\n", " 344,\n", " 16586,\n", " 344,\n", " 12879,\n", " 357,\n", " 313277,\n", " 344,\n", " 8629,\n", " 344,\n", " 39811,\n", " 344,\n", " 22300,\n", " 344,\n", " 43805,\n", " 344,\n", " 69423,\n", " 344,\n", " 56327,\n", " 344,\n", " 29908,\n", " 344,\n", " 24943,\n", " 344,\n", " 16560,\n", " 344,\n", " 17847,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 28381,\n", " 344,\n", " 55238,\n", " 344,\n", " 15959,\n", " 344,\n", " 27804,\n", " 344,\n", " 21676,\n", " 344,\n", " 19180,\n", " 344,\n", " 19278,\n", " 344,\n", " 18271,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 8964,\n", " 344,\n", " 22962,\n", " 344,\n", " 25488,\n", " 344,\n", " 32597,\n", " 344,\n", " 26743,\n", " 344,\n", " 76169,\n", " 344,\n", " 58897,\n", " 344,\n", " 29660,\n", " 344,\n", " 18285,\n", " 344,\n", " 38175,\n", " 344,\n", " 38818,\n", " 344,\n", " 10745,\n", " 344,\n", " 26169,\n", " 345,\n", " 33246,\n", " 344,\n", " 14741,\n", " 344,\n", " 17910,\n", " 344,\n", " 14327,\n", " 344,\n", " 26641,\n", " 344,\n", " 89862,\n", " 344,\n", " 27775,\n", " 344,\n", " 13370,\n", " 344,\n", " 24968,\n", " 344,\n", " 64145,\n", " 344,\n", " 9127,\n", " 344,\n", " 47898,\n", " 344,\n", " 6810,\n", " 344,\n", " 12165,\n", " 344,\n", " 20917,\n", " 344,\n", " 42542,\n", " 355,\n", " 24761,\n", " 344,\n", " 9717,\n", " 344,\n", " 9314,\n", " 344,\n", " 13540,\n", " 344,\n", " 14445,\n", " 344,\n", " 13628,\n", " 344,\n", " 24137,\n", " 344,\n", " 28742,\n", " 344,\n", " 60930,\n", " 344,\n", " 12633,\n", " 344,\n", " 31988,\n", " 344,\n", " 19929,\n", " 344,\n", " 26234,\n", " 344,\n", " 13691,\n", " 31],\n", " [517, 4469, 470, 18616, 31],\n", " [517, 5871, 2083, 602],\n", " [517,\n", " 4469,\n", " 470,\n", " 13808,\n", " 345,\n", " 27301,\n", " 344,\n", " 9214,\n", " 344,\n", " 53243,\n", " 344,\n", " 23406,\n", " 344,\n", " 13325,\n", " 344,\n", " 25760,\n", " 344,\n", " 15939,\n", " 31],\n", " [517, 4469, 470, 15350, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 15306,\n", " 344,\n", " 34350,\n", " 344,\n", " 10015,\n", " 344,\n", " 44624,\n", " 344,\n", " 36941,\n", " 344,\n", " 27962,\n", " 344,\n", " 27300,\n", " 344,\n", " 31330,\n", " 344,\n", " 35681,\n", " 344,\n", " 72345,\n", " 344,\n", " 26060,\n", " 344,\n", " 25254,\n", " 344,\n", " 24078,\n", " 344,\n", " 25491,\n", " 344,\n", " 25871,\n", " 344,\n", " 8751,\n", " 344,\n", " 9057,\n", " 344,\n", " 41402,\n", " 344,\n", " 20041,\n", " 346,\n", " 98634,\n", " 344,\n", " 40981,\n", " 344,\n", " 26735,\n", " 344,\n", " 8370,\n", " 344,\n", " 10277,\n", " 344,\n", " 19552,\n", " 344,\n", " 14916,\n", " 344,\n", " 20956,\n", " 344,\n", " 22484,\n", " 344,\n", " 32132,\n", " 344,\n", " 35464,\n", " 344,\n", " 26370,\n", " 344,\n", " 87002,\n", " 344,\n", " 18676,\n", " 344,\n", " 15441,\n", " 344,\n", " 37278,\n", " 344,\n", " 41549,\n", " 344,\n", " 16556,\n", " 344,\n", " 19113,\n", " 344,\n", " 13957,\n", " 344,\n", " 17724,\n", " 344,\n", " 20104,\n", " 344,\n", " 15566,\n", " 344,\n", " 29841,\n", " 344,\n", " 19679,\n", " 344,\n", " 7415,\n", " 344,\n", " 17154,\n", " 344,\n", " 30812,\n", " 344,\n", " 19637,\n", " 344,\n", " 3399,\n", " 344,\n", " 13336,\n", " 344,\n", " 28180,\n", " 344,\n", " 61680,\n", " 344,\n", " 49068,\n", " 344,\n", " 26674,\n", " 344,\n", " 38387,\n", " 344,\n", " 11795,\n", " 344,\n", " 16732,\n", " 344,\n", " 17210,\n", " 344,\n", " 11512,\n", " 344,\n", " 15695,\n", " 344,\n", " 17592,\n", " 344,\n", " 30287,\n", " 344,\n", " 49082,\n", " 31],\n", " [517, 3888, 1343, 388, 102],\n", " [517, 3888, 1374, 388, 102],\n", " [517, 3101, 1395, 255],\n", " [517, 5855, 1012, 634],\n", " [517, 5867, 744, 4762],\n", " [517, 6173, 1613, 346, 637, 361, 1831, 377],\n", " [517, 4532, 729, 196845, 160, 192246, 42],\n", " [517, 4000, 857, 794, 31],\n", " [517, 4532, 767, 196844, 122, 192247, 42],\n", " [517, 3888, 1338, 388, 70],\n", " [517, 6173, 637, 361, 1833, 346],\n", " [517, 5855, 1012, 581],\n", " [517, 5867, 744, 4693],\n", " [517, 4053, 1301, 1322],\n", " [517, 5871, 607, 1706],\n", " [517, 6173, 541, 392],\n", " [517, 5867, 648, 4762],\n", " [517, 5871, 2084, 618],\n", " [203, 5855, 1016, 634],\n", " [542, 4896, 976, 19943, 24],\n", " [517, 6173, 1396, 346, 2237, 377],\n", " [517, 6177, 885, 249],\n", " [517, 4469, 470, 30339, 344, 15670, 31],\n", " [517, 4469, 470, 16403, 31],\n", " [517, 4469, 470, 10821, 31],\n", " [517, 4469, 537, 12405, 31],\n", " [517, 4469, 537, 9428, 31],\n", " [517, 4469, 537, 13921, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 10676,\n", " 344,\n", " 61834,\n", " 344,\n", " 14714,\n", " 344,\n", " 60052,\n", " 344,\n", " 42009,\n", " 344,\n", " 15395,\n", " 344],\n", " [517, 4896, 918, 12514, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 32291,\n", " 344,\n", " 17115,\n", " 344,\n", " 39867,\n", " 344,\n", " 49785,\n", " 344,\n", " 29388,\n", " 344,\n", " 20488,\n", " 31],\n", " [517, 4896, 918, 12876, 24],\n", " [517, 4469, 470, 14662, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 17105,\n", " 344,\n", " 17421,\n", " 344,\n", " 43707,\n", " 344,\n", " 43455,\n", " 344,\n", " 12885,\n", " 344,\n", " 30591,\n", " 344,\n", " 31963,\n", " 344,\n", " 21720,\n", " 344,\n", " 25875,\n", " 344,\n", " 40416,\n", " 344,\n", " 24996,\n", " 344,\n", " 18119,\n", " 344,\n", " 21322,\n", " 344,\n", " 26648,\n", " 31],\n", " [517, 4469, 537, 8853, 413, 6171, 411, 4144, 411, 6776, 413, 6561, 31],\n", " [517, 4469, 538, 12825, 31],\n", " [517, 4469, 468, 9649, 337, 24760, 31],\n", " [517, 4469, 539, 7943, 31],\n", " [517, 4937, 462, 5539, 38, 77],\n", " [558, 4896, 992, 19631, 24],\n", " [517, 4469, 536, 14012, 31],\n", " [517, 4469, 537, 7856, 413, 7517, 413, 5572, 31],\n", " [517, 4896, 918, 16200, 337, 36569, 24],\n", " [517,\n", " 4896,\n", " 918,\n", " 14264,\n", " 337,\n", " 13875,\n", " 337,\n", " 36554,\n", " 337,\n", " 34993,\n", " 337,\n", " 19159,\n", " 337,\n", " 31421,\n", " 337,\n", " 21325,\n", " 337,\n", " 20450,\n", " 337,\n", " 33899,\n", " 337,\n", " 30686,\n", " 337,\n", " 15989,\n", " 337,\n", " 22723,\n", " 24],\n", " [517, 4469, 539, 6786, 415, 6710, 411, 11817, 31],\n", " [517, 6177, 897, 249],\n", " [517, 3677, 1484, 617, 102],\n", " [517,\n", " 4896,\n", " 918,\n", " 22536,\n", " 337,\n", " 22071,\n", " 337,\n", " 79101,\n", " 337,\n", " 48679,\n", " 337,\n", " 10638,\n", " 337,\n", " 67905,\n", " 337,\n", " 10619,\n", " 337,\n", " 42784,\n", " 337,\n", " 18918,\n", " 337,\n", " 21877,\n", " 337,\n", " 18747,\n", " 337,\n", " 24341,\n", " 337,\n", " 37086,\n", " 337,\n", " 17296,\n", " 337,\n", " 17566,\n", " 337,\n", " 24858,\n", " 337,\n", " 37144,\n", " 337,\n", " 15726,\n", " 337,\n", " 20778,\n", " 337,\n", " 26971,\n", " 337,\n", " 11314,\n", " 337,\n", " 15016,\n", " 337,\n", " 40645,\n", " 337,\n", " 42188,\n", " 337,\n", " 23532,\n", " 337,\n", " 13162,\n", " 337,\n", " 21015,\n", " 24],\n", " [517, 4469, 470, 21475, 344, 30812, 31],\n", " [517, 6177, 897, 218, 897, 218, 897, 249],\n", " [517,\n", " 6173,\n", " 5052,\n", " 346,\n", " 2224,\n", " 346,\n", " 6314,\n", " 346,\n", " 4672,\n", " 346,\n", " 6120,\n", " 346,\n", " 10094,\n", " 346,\n", " 5520,\n", " 377],\n", " [517, 4469, 470, 24211, 344, 9799, 31],\n", " [517, 4469, 537, 9194, 411, 10487, 411, 4700, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 29493,\n", " 344,\n", " 16463,\n", " 344,\n", " 21939,\n", " 344,\n", " 18040,\n", " 344,\n", " 14276,\n", " 344,\n", " 15508,\n", " 344,\n", " 28857,\n", " 344,\n", " 14764,\n", " 344,\n", " 7428,\n", " 344,\n", " 19141,\n", " 344,\n", " 17997,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 12472,\n", " 344,\n", " 19500,\n", " 344,\n", " 41056,\n", " 344,\n", " 33645,\n", " 344,\n", " 59877,\n", " 345,\n", " 32051,\n", " 344,\n", " 13045,\n", " 344,\n", " 17740,\n", " 344,\n", " 27543,\n", " 344,\n", " 22271,\n", " 344,\n", " 17971,\n", " 344,\n", " 29025,\n", " 344,\n", " 18001,\n", " 344,\n", " 28348,\n", " 344,\n", " 32286,\n", " 344,\n", " 37505,\n", " 344,\n", " 17870,\n", " 344,\n", " 19765,\n", " 344,\n", " 11526,\n", " 344,\n", " 37720,\n", " 344,\n", " 38776,\n", " 344,\n", " 14648,\n", " 344,\n", " 18884,\n", " 344,\n", " 14706,\n", " 344,\n", " 1876,\n", " 344,\n", " 34864,\n", " 344,\n", " 34998,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 16655,\n", " 346,\n", " 460579,\n", " 344,\n", " 15572,\n", " 344,\n", " 47916,\n", " 344,\n", " 16109,\n", " 344,\n", " 43193,\n", " 344,\n", " 23730,\n", " 344,\n", " 16993,\n", " 344,\n", " 24939,\n", " 344,\n", " 13909,\n", " 344,\n", " 35452,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 54297,\n", " 344,\n", " 15614,\n", " 344,\n", " 20507,\n", " 344,\n", " 19170,\n", " 344,\n", " 25499,\n", " 344,\n", " 17634,\n", " 344,\n", " 54237,\n", " 357,\n", " 232301,\n", " 344,\n", " 27721,\n", " 344,\n", " 71023,\n", " 344,\n", " 18731,\n", " 344,\n", " 40266,\n", " 344,\n", " 35773,\n", " 344,\n", " 21656,\n", " 344,\n", " 18139,\n", " 344,\n", " 17458,\n", " 344,\n", " 12645,\n", " 344,\n", " 15662,\n", " 344,\n", " 25437,\n", " 344,\n", " 13593,\n", " 344,\n", " 23052,\n", " 406,\n", " 17428,\n", " 344,\n", " 38268,\n", " 344,\n", " 26339,\n", " 344,\n", " 18648,\n", " 344,\n", " 16367,\n", " 344,\n", " 17148,\n", " 344,\n", " 7413,\n", " 344,\n", " 17317,\n", " 344,\n", " 1878,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 21870,\n", " 344,\n", " 24242,\n", " 344,\n", " 17434,\n", " 344,\n", " 32158,\n", " 344,\n", " 31825,\n", " 344,\n", " 45024,\n", " 344,\n", " 109729,\n", " 344,\n", " 2810,\n", " 344,\n", " 35243,\n", " 344,\n", " 18598,\n", " 344,\n", " 18174,\n", " 344,\n", " 1879,\n", " 344,\n", " 37139,\n", " 344,\n", " 33162,\n", " 344,\n", " 23162,\n", " 344,\n", " 21854,\n", " 31],\n", " [517, 4469, 470, 1876, 31],\n", " [517, 4469, 470, 11651, 31],\n", " [517, 3730, 1085, 14160, 31],\n", " [517, 4469, 497, 52266, 31],\n", " [517, 4469, 538, 11781, 410, 6898, 31],\n", " [517, 4469, 539, 8217, 31],\n", " [517, 4469, 470, 12805, 31],\n", " [517, 4469, 470, 13791, 31],\n", " [517, 4532, 271, 38, 496, 196874, 122, 192181, 42, 77],\n", " [517, 4469, 463, 21962, 339, 8107, 31],\n", " [517, 4469, 537, 7062, 413, 5551, 413, 8405, 31],\n", " [517, 4469, 537, 7518, 31],\n", " [517, 4469, 537, 9487, 31],\n", " [517, 4469, 497, 29423, 371, 38532, 31],\n", " [517, 4469, 538, 10543, 410, 11379, 31],\n", " [517, 4469, 537, 8999, 31],\n", " [517, 5840, 885, 261],\n", " [517, 5840, 885, 261],\n", " [517, 5287, 925, 526504, 482, 505283, 468, 505272, 88],\n", " [517,\n", " 4896,\n", " 918,\n", " 15681,\n", " 337,\n", " 79252,\n", " 337,\n", " 11912,\n", " 337,\n", " 28234,\n", " 337,\n", " 11738,\n", " 337,\n", " 28947,\n", " 361],\n", " [517, 4469, 470, 12433, 344, 38387, 31],\n", " [517, 4469, 470, 41444, 31],\n", " [542, 4896, 976, 29628, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 67299,\n", " 344,\n", " 13037,\n", " 344,\n", " 15144,\n", " 344,\n", " 14593,\n", " 344,\n", " 47899,\n", " 344,\n", " 34183,\n", " 31],\n", " [517, 4896, 918, 26315, 24],\n", " [517,\n", " 4116,\n", " 818,\n", " 249,\n", " 688,\n", " 281,\n", " 684,\n", " 219,\n", " 5911,\n", " 42,\n", " 12422,\n", " 177,\n", " 71,\n", " 42,\n", " 75514,\n", " 254,\n", " 77],\n", " [517,\n", " 4469,\n", " 470,\n", " 16681,\n", " 344,\n", " 13048,\n", " 344,\n", " 13761,\n", " 344,\n", " 16527,\n", " 344,\n", " 34925,\n", " 344,\n", " 13132,\n", " 344,\n", " 5320,\n", " 344,\n", " 32970,\n", " 344,\n", " 10223,\n", " 344,\n", " 22797,\n", " 344,\n", " 26701,\n", " 344,\n", " 28278,\n", " 344,\n", " 26888,\n", " 344,\n", " 31852,\n", " 344,\n", " 27708,\n", " 31],\n", " [542,\n", " 4896,\n", " 976,\n", " 11399,\n", " 337,\n", " 20993,\n", " 337,\n", " 26902,\n", " 337,\n", " 26053,\n", " 337,\n", " 23765,\n", " 337,\n", " 23972,\n", " 337,\n", " 64163,\n", " 337,\n", " 67734,\n", " 337,\n", " 13402,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 14191,\n", " 344,\n", " 20116,\n", " 344,\n", " 24092,\n", " 344,\n", " 28613,\n", " 344,\n", " 29811,\n", " 344,\n", " 140806,\n", " 31],\n", " [517, 4469, 538, 9394, 413, 11850, 411, 18894, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 48919,\n", " 344,\n", " 22733,\n", " 344,\n", " 44927,\n", " 344,\n", " 8969,\n", " 344,\n", " 5489,\n", " 344,\n", " 11248,\n", " 344,\n", " 30155,\n", " 344,\n", " 28798,\n", " 344,\n", " 28690,\n", " 344,\n", " 38238,\n", " 344,\n", " 53212,\n", " 344,\n", " 85045,\n", " 344,\n", " 70398,\n", " 31],\n", " [517, 4469, 536, 7948, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 8618,\n", " 344,\n", " 11516,\n", " 344,\n", " 13359,\n", " 344,\n", " 10729,\n", " 344,\n", " 53152,\n", " 344,\n", " 6352,\n", " 344,\n", " 9617,\n", " 344,\n", " 39633,\n", " 344,\n", " 42043,\n", " 344,\n", " 29278,\n", " 344,\n", " 31970,\n", " 344,\n", " 63123,\n", " 344,\n", " 63183,\n", " 344,\n", " 6496,\n", " 344,\n", " 29910,\n", " 31],\n", " [517, 6173, 1572, 346, 7268, 346, 4694, 346, 1603, 377],\n", " [517, 5871, 2046, 618],\n", " [517, 3810, 103, 38, 504, 601, 77],\n", " [517, 3888, 1418, 388, 102],\n", " [517, 6173, 1695, 377],\n", " [517, 4116, 2140, 256],\n", " [196,\n", " 4116,\n", " 1502,\n", " 38,\n", " 2505,\n", " 5696,\n", " 507,\n", " 396,\n", " 501,\n", " 5133,\n", " 548,\n", " 818,\n", " 1212,\n", " 2921,\n", " 626,\n", " 743,\n", " 1337,\n", " 31651,\n", " 616,\n", " 42,\n", " 713,\n", " 8185,\n", " 1559,\n", " 11365,\n", " 967,\n", " 1017,\n", " 479,\n", " 577,\n", " 577,\n", " 1446,\n", " 10623,\n", " 42,\n", " 38534,\n", " 361,\n", " 4887,\n", " 403,\n", " 1120,\n", " 817,\n", " 888,\n", " 404,\n", " 393,\n", " 38256,\n", " 2271,\n", " 20892,\n", " 824,\n", " 1173,\n", " 1038,\n", " 4464,\n", " 394,\n", " 30853,\n", " 443,\n", " 18451,\n", " 2365,\n", " 404,\n", " 1334,\n", " 35198,\n", " 453,\n", " 20415,\n", " 750,\n", " 1171,\n", " 835,\n", " 40474,\n", " 737,\n", " 7321,\n", " 870,\n", " 39373,\n", " 1474,\n", " 2936,\n", " 739,\n", " 464,\n", " 394,\n", " 41665,\n", " 748,\n", " 7553,\n", " 838,\n", " 40200,\n", " 738,\n", " 8423,\n", " 1732,\n", " 404,\n", " 835,\n", " 38897,\n", " 737,\n", " 7413,\n", " 1785,\n", " 405,\n", " 870,\n", " 52755,\n", " 1735,\n", " 406,\n", " 394,\n", " 41868,\n", " 1503,\n", " 2447,\n", " 394,\n", " 44875,\n", " 726,\n", " 16268,\n", " 861,\n", " 3814,\n", " 1711,\n", " 362,\n", " 727,\n", " 6952,\n", " 2228,\n", " 2122,\n", " 798,\n", " 2350,\n", " 1867,\n", " 403,\n", " 357,\n", " 30873,\n", " 2035,\n", " 10756,\n", " 1357,\n", " 406,\n", " 819,\n", " 30348,\n", " 2013,\n", " 1871,\n", " 1648,\n", " 404,\n", " 1625,\n", " 405,\n", " 1699,\n", " 404,\n", " 1673,\n", " 405,\n", " 1677,\n", " 403,\n", " 1623,\n", " 3938,\n", " 394,\n", " 57431,\n", " 394,\n", " 44570,\n", " 394,\n", " 60588,\n", " 1716,\n", " 362,\n", " 393,\n", " 130514,\n", " 1867,\n", " 405,\n", " 394,\n", " 74586,\n", " 1739,\n", " 1576,\n", " 1731,\n", " 3051,\n", " 394,\n", " 39675,\n", " 712,\n", " 72829,\n", " 1492,\n", " 7314,\n", " 39012,\n", " 437],\n", " [517, 5855, 1012, 762],\n", " [517, 5867, 744, 4762],\n", " [517, 4469, 470, 16377, 344, 15269, 31],\n", " [517, 4469, 497, 87220, 31],\n", " [517, 4469, 470, 12090, 344, 28717, 344, 28857, 31],\n", " [517, 4896, 918, 12924, 24],\n", " [517, 4896, 918, 29025, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 14374,\n", " 346,\n", " 219615,\n", " 344,\n", " 22934,\n", " 344,\n", " 22158,\n", " 344,\n", " 27210,\n", " 344,\n", " 32938,\n", " 344,\n", " 31775,\n", " 31],\n", " [517, 4469, 470, 19206, 344, 28649, 31],\n", " [517, 4469, 470, 15662, 31],\n", " [517, 4469, 538, 5150, 31],\n", " [517, 4469, 545, 8540, 413, 7101, 31],\n", " [517, 4469, 537, 8943, 31],\n", " [517, 4469, 466, 7782, 31],\n", " [517, 4469, 537, 7476, 31],\n", " [517, 5871, 897, 330],\n", " [517,\n", " 4469,\n", " 537,\n", " 9358,\n", " 411,\n", " 9822,\n", " 417,\n", " 5737,\n", " 413,\n", " 7274,\n", " 413,\n", " 8393,\n", " 411,\n", " 5131,\n", " 31],\n", " [517, 5871, 2085, 618],\n", " [517, 4469, 470, 21102, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 12211,\n", " 337,\n", " 16477,\n", " 337,\n", " 19559,\n", " 337,\n", " 14982,\n", " 337,\n", " 14912,\n", " 337,\n", " 29219,\n", " 337,\n", " 44347,\n", " 337,\n", " 31003,\n", " 337,\n", " 61244,\n", " 337,\n", " 20383,\n", " 337,\n", " 16452,\n", " 337,\n", " 42835,\n", " 24],\n", " [558, 4896, 992, 15262, 337, 15371, 337, 38844, 24],\n", " [517, 4469, 541, 7021, 413, 7410, 411, 6890, 411, 12628, 31],\n", " [517, 4469, 470, 42766, 344, 36685, 344, 65724, 344, 41927, 31],\n", " [517, 4532, 729, 38, 38, 196808, 119],\n", " [517, 4469, 537, 10193, 31],\n", " [517, 4469, 537, 7263, 31],\n", " [517, 4469, 536, 6890, 31],\n", " [517, 5871, 897, 330],\n", " [558, 4896, 992, 17299, 24],\n", " [517, 4469, 470, 21929, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 38447,\n", " 344,\n", " 13107,\n", " 344,\n", " 15121,\n", " 344,\n", " 24559,\n", " 344,\n", " 23106,\n", " 344,\n", " 98642,\n", " 344,\n", " 30429,\n", " 344,\n", " 29306,\n", " 344,\n", " 30100,\n", " 344,\n", " 20403,\n", " 344,\n", " 21415,\n", " 31],\n", " [517, 4469, 470, 68485, 344, 56744, 344, 7586, 344, 24323, 31],\n", " [517, 4469, 537, 6919, 413, 4631, 411, 11939, 31],\n", " [517, 4896, 918, 43245, 337, 51531, 337, 7478, 337, 14759, 337, 28544, 24],\n", " [517, 4469, 470, 7230, 31],\n", " [517, 4469, 541, 8182, 413, 14171, 31],\n", " [517, 4469, 470, 36318, 31],\n", " [517,\n", " 6173,\n", " 637,\n", " 361,\n", " 4200,\n", " 346,\n", " 5586,\n", " 346,\n", " 2374,\n", " 346,\n", " 6954,\n", " 346,\n", " 4241,\n", " 346,\n", " 1805,\n", " 346,\n", " 1794,\n", " 346,\n", " 1855,\n", " 346,\n", " 1992,\n", " 377],\n", " [517,\n", " 4469,\n", " 470,\n", " 16332,\n", " 346,\n", " 191870,\n", " 344,\n", " 12429,\n", " 344,\n", " 21500,\n", " 344,\n", " 22251,\n", " 344,\n", " 27226,\n", " 344,\n", " 31619,\n", " 344,\n", " 24281,\n", " 344,\n", " 55191,\n", " 344,\n", " 17402,\n", " 346,\n", " 91262,\n", " 344,\n", " 27295,\n", " 344,\n", " 52011,\n", " 344,\n", " 49323,\n", " 406,\n", " 19041,\n", " 344,\n", " 25444,\n", " 344,\n", " 45180,\n", " 344,\n", " 29651,\n", " 344,\n", " 93726,\n", " 344,\n", " 11509,\n", " 346,\n", " 71741,\n", " 345,\n", " 71740,\n", " 344,\n", " 8616,\n", " 344,\n", " 27380,\n", " 344,\n", " 26450,\n", " 344,\n", " 8745,\n", " 346,\n", " 116156,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 19970,\n", " 344,\n", " 10832,\n", " 344,\n", " 13501,\n", " 346,\n", " 164891,\n", " 344,\n", " 14255,\n", " 344,\n", " 7350,\n", " 344,\n", " 21398,\n", " 344,\n", " 27070,\n", " 344,\n", " 25689,\n", " 344,\n", " 27551,\n", " 344,\n", " 45244,\n", " 344,\n", " 21860,\n", " 344,\n", " 27162,\n", " 344,\n", " 11724,\n", " 344,\n", " 17371,\n", " 344,\n", " 63398,\n", " 344,\n", " 50031,\n", " 344,\n", " 32707,\n", " 344,\n", " 12564,\n", " 344,\n", " 11949,\n", " 344,\n", " 58851,\n", " 344,\n", " 24094,\n", " 344,\n", " 34807,\n", " 344,\n", " 60564,\n", " 344,\n", " 31546,\n", " 344,\n", " 16995,\n", " 344,\n", " 27991,\n", " 344,\n", " 84903,\n", " 346,\n", " 121991,\n", " 346,\n", " 94295,\n", " 346,\n", " 83701,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 15805,\n", " 344,\n", " 10593,\n", " 344,\n", " 16305,\n", " 346,\n", " 220775,\n", " 344,\n", " 12334,\n", " 344,\n", " 25654,\n", " 344,\n", " 26522,\n", " 344,\n", " 31609,\n", " 344,\n", " 13330,\n", " 344,\n", " 25700,\n", " 344,\n", " 7366,\n", " 344,\n", " 20161,\n", " 344,\n", " 18851,\n", " 344,\n", " 13192,\n", " 344,\n", " 29683,\n", " 346,\n", " 97908,\n", " 344,\n", " 13816,\n", " 344,\n", " 46497,\n", " 344,\n", " 32745,\n", " 344,\n", " 3369,\n", " 344,\n", " 19661,\n", " 344,\n", " 12036,\n", " 344,\n", " 79534,\n", " 344,\n", " 82347,\n", " 344,\n", " 26343,\n", " 344,\n", " 58152,\n", " 344,\n", " 48475,\n", " 344,\n", " 7156,\n", " 346,\n", " 75384,\n", " 344,\n", " 20012,\n", " 344,\n", " 19671,\n", " 346,\n", " 79771,\n", " 346,\n", " 111438,\n", " 346,\n", " 93018,\n", " 31],\n", " [517, 4469, 537, 7611, 31],\n", " [517, 4469, 539, 7793, 411, 7048, 411, 6109, 31],\n", " [517, 4469, 534, 2403, 31],\n", " [517, 4469, 536, 7119, 31],\n", " [517, 4469, 537, 12352, 31],\n", " [517, 4469, 470, 38945, 344, 45408, 31],\n", " [517, 5840, 897, 261],\n", " [542, 4896, 976, 18776, 337, 10472, 337, 21272, 24],\n", " [517, 4896, 918, 12421, 24],\n", " [517, 4896, 918, 21938, 24],\n", " [517, 4469, 470, 22239, 344, 29434, 31],\n", " [517, 4469, 470, 31749, 31],\n", " [517, 4469, 537, 5859, 31],\n", " [517, 4469, 539, 4937, 31],\n", " [517, 4469, 536, 15555, 31],\n", " [517, 4469, 538, 6165, 31],\n", " [517,\n", " 4116,\n", " 82,\n", " 38,\n", " 576,\n", " 442,\n", " 1460,\n", " 42,\n", " 2920,\n", " 404,\n", " 2920,\n", " 363,\n", " 510,\n", " 2622,\n", " 498,\n", " 353,\n", " 543,\n", " 1007,\n", " 1822,\n", " 4619,\n", " 2494,\n", " 49003,\n", " 1207,\n", " 42,\n", " 1120,\n", " 2084,\n", " 525,\n", " 1443,\n", " 807,\n", " 494,\n", " 809,\n", " 495,\n", " 1337,\n", " 47199,\n", " 2123,\n", " 12252,\n", " 1334,\n", " 40198,\n", " 775,\n", " 2073,\n", " 1336,\n", " 41565,\n", " 2032,\n", " 7876,\n", " 1580,\n", " 403,\n", " 501,\n", " 353,\n", " 875,\n", " 40645,\n", " 1351,\n", " 9229,\n", " 1336,\n", " 42030,\n", " 614,\n", " 42,\n", " 1436,\n", " 11200,\n", " 2224,\n", " 403,\n", " 844,\n", " 499,\n", " 1257,\n", " 2627,\n", " 501,\n", " 3911,\n", " 784,\n", " 24096,\n", " 1183,\n", " 404,\n", " 523,\n", " 1444,\n", " 473,\n", " 42,\n", " 532,\n", " 3987,\n", " 733,\n", " 442,\n", " 1373,\n", " 46752,\n", " 1414,\n", " 13213,\n", " 2233,\n", " 403,\n", " 749,\n", " 1604,\n", " 1935,\n", " 42,\n", " 673,\n", " 363,\n", " 1403,\n", " 30320,\n", " 531,\n", " 1442,\n", " 1333,\n", " 30908,\n", " 750,\n", " 1174,\n", " 1338,\n", " 35153,\n", " 1372,\n", " 36309,\n", " 738,\n", " 467,\n", " 524,\n", " 1443,\n", " 784,\n", " 3174,\n", " 786,\n", " 12643,\n", " 1046,\n", " 405,\n", " 1084,\n", " 404,\n", " 1369,\n", " 31788,\n", " 480,\n", " 5167,\n", " 769,\n", " 466,\n", " 568,\n", " 1442,\n", " 1340,\n", " 30009,\n", " 806,\n", " 495,\n", " 1778,\n", " 405,\n", " 547,\n", " 465,\n", " 38,\n", " 1490,\n", " 805,\n", " 500,\n", " 846,\n", " 546,\n", " 38,\n", " 1489,\n", " 806,\n", " 499,\n", " 820,\n", " 3152,\n", " 784,\n", " 7549,\n", " 834,\n", " 30673,\n", " 750,\n", " 2615,\n", " 928,\n", " 28064,\n", " 777,\n", " 1635,\n", " 876,\n", " 27040,\n", " 872,\n", " 33973,\n", " 763,\n", " 1621,\n", " 835,\n", " 31730,\n", " 1182,\n", " 755,\n", " 394,\n", " 24640,\n", " 834,\n", " 27159,\n", " 750,\n", " 2617,\n", " 835,\n", " 29221,\n", " 750,\n", " 1154,\n", " 394,\n", " 29641,\n", " 751,\n", " 2618,\n", " 394,\n", " 30146,\n", " 835,\n", " 31460,\n", " 834,\n", " 32940,\n", " 1336,\n", " 31538,\n", " 394,\n", " 36035],\n", " [517, 4896, 918, 10371, 24],\n", " [517, 4896, 918, 7522, 24],\n", " [517, 4469, 468, 66126, 31],\n", " [517, 4469, 470, 13145, 31],\n", " [517, 4469, 537, 8664, 31],\n", " [517, 4469, 470, 15175, 344, 9576, 344, 13196, 31],\n", " [517, 3888, 1351, 388, 102],\n", " [517,\n", " 6173,\n", " 2141,\n", " 346,\n", " 1604,\n", " 346,\n", " 1615,\n", " 346,\n", " 1592,\n", " 346,\n", " 3617,\n", " 346,\n", " 3042,\n", " 346,\n", " 1598,\n", " 346,\n", " 2334,\n", " 346,\n", " 3404,\n", " 346,\n", " 1919,\n", " 346],\n", " [517, 4469, 470, 10828, 344, 30619, 344, 20082, 344, 62360],\n", " [517,\n", " 4469,\n", " 470,\n", " 24892,\n", " 344,\n", " 30376,\n", " 344,\n", " 37625,\n", " 344,\n", " 35009,\n", " 344,\n", " 37240,\n", " 344,\n", " 39517,\n", " 344,\n", " 19745,\n", " 344,\n", " 43832,\n", " 344,\n", " 4712,\n", " 344,\n", " 8852,\n", " 344,\n", " 7703,\n", " 344,\n", " 23452,\n", " 344,\n", " 11925,\n", " 344,\n", " 7561,\n", " 344,\n", " 13051,\n", " 344,\n", " 27615,\n", " 344,\n", " 41159,\n", " 346,\n", " 114480],\n", " [517,\n", " 4896,\n", " 920,\n", " 127847,\n", " 337,\n", " 14834,\n", " 337,\n", " 17991,\n", " 337,\n", " 44140,\n", " 337,\n", " 13393,\n", " 337,\n", " 19694,\n", " 337,\n", " 49207,\n", " 337,\n", " 7423,\n", " 337,\n", " 19147,\n", " 337,\n", " 24953,\n", " 337,\n", " 8990,\n", " 337,\n", " 11196,\n", " 337,\n", " 8298,\n", " 337,\n", " 9320,\n", " 337,\n", " 4452,\n", " 337,\n", " 22210,\n", " 337,\n", " 7935,\n", " 337,\n", " 65675,\n", " 337,\n", " 20801,\n", " 337,\n", " 8918,\n", " 337,\n", " 65217,\n", " 337,\n", " 26100,\n", " 337,\n", " 48460,\n", " 337,\n", " 15673,\n", " 339,\n", " 136887],\n", " [517, 4469, 470, 18783, 344, 13147, 344, 50144],\n", " [517,\n", " 4469,\n", " 470,\n", " 21531,\n", " 344,\n", " 13479,\n", " 344,\n", " 34286,\n", " 344,\n", " 5522,\n", " 344,\n", " 12952,\n", " 344,\n", " 42166,\n", " 344,\n", " 9641,\n", " 344,\n", " 9829,\n", " 344,\n", " 5775,\n", " 344,\n", " 30460,\n", " 344,\n", " 14586,\n", " 344,\n", " 13937,\n", " 344,\n", " 16747,\n", " 344,\n", " 53403,\n", " 344,\n", " 25153,\n", " 344,\n", " 44382,\n", " 344,\n", " 31922,\n", " 344,\n", " 39981,\n", " 344,\n", " 22373,\n", " 344,\n", " 20390,\n", " 346,\n", " 94087],\n", " [517, 4469, 539, 9531, 413, 7729, 413, 6919],\n", " [517,\n", " 4469,\n", " 470,\n", " 11554,\n", " 344,\n", " 33942,\n", " 344,\n", " 10330,\n", " 344,\n", " 31410,\n", " 344,\n", " 43713,\n", " 344,\n", " 33934,\n", " 344,\n", " 15526,\n", " 344,\n", " 25498],\n", " [517,\n", " 4469,\n", " 470,\n", " 15009,\n", " 344,\n", " 28976,\n", " 344,\n", " 10854,\n", " 344,\n", " 15913,\n", " 344,\n", " 34075,\n", " 344,\n", " 20437,\n", " 344,\n", " 2697,\n", " 344,\n", " 10250,\n", " 344,\n", " 7263,\n", " 344,\n", " 11374,\n", " 344,\n", " 23614,\n", " 344,\n", " 11986,\n", " 344,\n", " 12172,\n", " 344,\n", " 33836,\n", " 344,\n", " 35514,\n", " 344,\n", " 40003,\n", " 344,\n", " 24029,\n", " 344,\n", " 17292,\n", " 344,\n", " 26109,\n", " 344,\n", " 20382],\n", " [517,\n", " 4469,\n", " 470,\n", " 33004,\n", " 344,\n", " 54321,\n", " 344,\n", " 4536,\n", " 344,\n", " 9817,\n", " 344,\n", " 7116,\n", " 344,\n", " 24803,\n", " 344,\n", " 15358,\n", " 344,\n", " 13813],\n", " [517, 5871, 607, 410],\n", " [517, 4053, 1303, 1194],\n", " [517, 5867, 648, 4762],\n", " [517, 5871, 2046, 618],\n", " [203, 5855, 1016, 794],\n", " [517, 4469, 543, 7105, 31],\n", " [517, 4469, 470, 13655, 344, 19659, 31],\n", " [517, 4469, 470, 37838, 344, 15602, 344, 22825, 31],\n", " [517, 4469, 470, 24067, 344, 79247, 31],\n", " [517, 4469, 470, 35736, 31],\n", " [517, 4469, 470, 24305, 344, 20116, 344, 31057, 344, 18656, 31],\n", " [517, 4469, 536, 11181, 31],\n", " [517, 4469, 470, 23918, 344, 17780, 344, 39890, 344, 15993, 31],\n", " [517, 4469, 497, 44280, 31],\n", " [517, 4469, 542, 6070, 31],\n", " [517, 4469, 461, 6967, 361, 7747, 337, 3012, 341, 12979, 31],\n", " [517, 4469, 467, 9827, 348, 7994, 340, 10113, 339, 9307, 341, 9909, 31],\n", " [517, 4469, 540, 11220, 31],\n", " [517, 4469, 462, 8346, 351, 21078, 342, 12352, 31],\n", " [517, 4469, 536, 10207, 31],\n", " [517, 4896, 922, 23552, 24],\n", " [517,\n", " 4896,\n", " 918,\n", " 48540,\n", " 337,\n", " 35074,\n", " 337,\n", " 16007,\n", " 337,\n", " 18224,\n", " 337,\n", " 20737,\n", " 337,\n", " 40943,\n", " 24],\n", " [517, 4469, 539, 10928, 413, 5347, 31],\n", " [517, 4469, 541, 7068, 411, 5808, 413, 8091, 411, 6216, 413, 5121, 31],\n", " [517,\n", " 4469,\n", " 487,\n", " 3390,\n", " 342,\n", " 7749,\n", " 343,\n", " 6048,\n", " 338,\n", " 9786,\n", " 338,\n", " 8496,\n", " 338,\n", " 9633,\n", " 344,\n", " 9581,\n", " 349,\n", " 7522,\n", " 355,\n", " 6687,\n", " 338,\n", " 22380,\n", " 336,\n", " 1872,\n", " 347,\n", " 3778,\n", " 345,\n", " 75462,\n", " 343,\n", " 1400,\n", " 354,\n", " 2852,\n", " 31],\n", " [517, 6173, 541, 361, 5443, 346, 5884, 346, 1854, 346, 6123, 377],\n", " [517,\n", " 4469,\n", " 470,\n", " 28317,\n", " 344,\n", " 19072,\n", " 344,\n", " 10196,\n", " 344,\n", " 34676,\n", " 344,\n", " 15384,\n", " 348,\n", " 36299,\n", " 344,\n", " 21708,\n", " 357,\n", " 235024,\n", " 31],\n", " [517, 4469, 509, 2455, 31],\n", " [517, 4469, 539, 7772, 415, 7858, 413, 8142, 413, 10512, 413, 12170, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 20004,\n", " 337,\n", " 23354,\n", " 337,\n", " 16256,\n", " 337,\n", " 47417,\n", " 337,\n", " 48598,\n", " 337,\n", " 37893,\n", " 337,\n", " 18066,\n", " 337,\n", " 20957,\n", " 341,\n", " 62865,\n", " 337,\n", " 6961,\n", " 337,\n", " 6017,\n", " 337,\n", " 4295,\n", " 24],\n", " [517, 4469, 470, 13942, 344, 11007, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 34534,\n", " 344,\n", " 18001,\n", " 344,\n", " 29487,\n", " 344,\n", " 9594,\n", " 344,\n", " 43819,\n", " 344,\n", " 21404,\n", " 344,\n", " 16259,\n", " 344,\n", " 24593,\n", " 344,\n", " 21479,\n", " 357,\n", " 300575,\n", " 344,\n", " 15402,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 13638,\n", " 344,\n", " 9268,\n", " 344,\n", " 9858,\n", " 344,\n", " 21910,\n", " 344,\n", " 16469,\n", " 344,\n", " 11277,\n", " 344,\n", " 45034,\n", " 344,\n", " 50245,\n", " 344,\n", " 30021,\n", " 344,\n", " 26138,\n", " 344,\n", " 22894,\n", " 344,\n", " 23937,\n", " 344,\n", " 6115,\n", " 344,\n", " 4747,\n", " 31],\n", " [517, 4469, 470, 6023, 31],\n", " [517, 4469, 470, 5438, 31],\n", " [517, 4469, 470, 8368, 31],\n", " [517, 4469, 536, 9109, 411, 5687, 412, 12600, 31],\n", " [517, 4469, 540, 13664, 411, 8297, 31],\n", " [517, 4469, 483, 265795, 31],\n", " [517, 4469, 483, 213320, 31],\n", " [517, 4469, 483, 163485, 31],\n", " [517, 4469, 474, 48533, 31],\n", " [517, 4469, 474, 31928, 31],\n", " [517, 5141, 483, 127884, 31],\n", " [517, 4469, 470, 1500, 31],\n", " [517, 4469, 470, 22850, 31],\n", " [517, 4469, 470, 1503, 31],\n", " [517, 4469, 537, 11247, 413, 7888, 31],\n", " [517, 4896, 918, 19258, 24],\n", " [517, 4469, 539, 10629, 411, 6180, 31],\n", " [517, 4469, 470, 9165, 344, 38719, 344, 21876, 344, 21217, 31],\n", " [517, 4469, 536, 9894, 413, 11775, 31],\n", " [517, 4469, 469, 4250, 31],\n", " [517, 4469, 540, 11767, 31],\n", " [517, 4469, 474, 69972, 31],\n", " [517, 4469, 536, 12856, 410, 13008, 31],\n", " [517, 4116, 271, 38, 547, 211, 683, 219, 5911, 42, 6173, 177, 77],\n", " [517,\n", " 4469,\n", " 541,\n", " 17348,\n", " 412,\n", " 7189,\n", " 412,\n", " 10643,\n", " 413,\n", " 5552,\n", " 413,\n", " 8204,\n", " 413,\n", " 9261,\n", " 31],\n", " [517, 4469, 538, 6277, 414, 9423, 31],\n", " [517,\n", " 6173,\n", " 3593,\n", " 346,\n", " 4213,\n", " 346,\n", " 4047,\n", " 346,\n", " 6378,\n", " 346,\n", " 1642,\n", " 346,\n", " 4443,\n", " 346,\n", " 1588,\n", " 346,\n", " 4576,\n", " 377],\n", " [517, 4469, 537, 8811, 31],\n", " [517, 4469, 470, 35552, 344, 1498, 344, 34050, 348, 25212, 344, 68360, 31],\n", " [517, 4469, 540, 13026, 411, 6802, 411, 6966, 413, 7181, 31],\n", " [517, 4469, 539, 6180, 415, 7978, 415, 6919, 31],\n", " [517, 3678, 1453, 963, 133],\n", " [517,\n", " 4469,\n", " 470,\n", " 12378,\n", " 344,\n", " 14733,\n", " 344,\n", " 24372,\n", " 344,\n", " 31702,\n", " 348,\n", " 120265,\n", " 344,\n", " 15375,\n", " 31],\n", " [517, 4469, 470, 18030, 344, 20148, 31],\n", " [517, 4469, 537, 6178, 31],\n", " [517, 4469, 536, 4891, 31],\n", " [517, 4469, 536, 7450, 31],\n", " [517, 4469, 541, 13262, 31],\n", " [517, 4469, 537, 11027, 31],\n", " [517, 4469, 536, 8968, 410, 5482, 31],\n", " [517, 4469, 538, 7029, 413, 7722, 31],\n", " [196,\n", " 4116,\n", " 3378,\n", " 38,\n", " 573,\n", " 2077,\n", " 504,\n", " 3980,\n", " 548,\n", " 5585,\n", " 503,\n", " 353,\n", " 666,\n", " 42,\n", " 598,\n", " 1875,\n", " 1341,\n", " 29701,\n", " 2285,\n", " 12684,\n", " 480,\n", " 42,\n", " 872,\n", " 1554,\n", " 546,\n", " 1442,\n", " 1398,\n", " 33203,\n", " 785,\n", " 2007,\n", " 3398,\n", " 42,\n", " 25290,\n", " 360,\n", " 1589,\n", " 393,\n", " 1334,\n", " 36862,\n", " 789,\n", " 2048,\n", " 468,\n", " 426,\n", " 1365,\n", " 404,\n", " 750,\n", " 1613,\n", " 1536,\n", " 2504,\n", " 2191,\n", " 405,\n", " 1376,\n", " 38376,\n", " 1497,\n", " 3253,\n", " 539,\n", " 42,\n", " 1696,\n", " 364,\n", " 759,\n", " 1321,\n", " 1983,\n", " 405,\n", " 650,\n", " 5176,\n", " 1679,\n", " 406,\n", " 1151,\n", " 10440,\n", " 683,\n", " 6150,\n", " 525,\n", " 1442,\n", " 683,\n", " 6471,\n", " 704,\n", " 8371,\n", " 733,\n", " 3337,\n", " 771,\n", " 38910,\n", " 822,\n", " 2881,\n", " 2283,\n", " 405,\n", " 745,\n", " 3219,\n", " 758,\n", " 1318,\n", " 3902,\n", " 9702,\n", " 752,\n", " 1284,\n", " 735,\n", " 3360,\n", " 763,\n", " 38813,\n", " 1507,\n", " 6409,\n", " 749,\n", " 1620,\n", " 751,\n", " 3326,\n", " 764,\n", " 38784,\n", " 515,\n", " 42,\n", " 2000,\n", " 362,\n", " 554,\n", " 1441,\n", " 618,\n", " 371,\n", " 603,\n", " 1490,\n", " 554,\n", " 8945,\n", " 2113,\n", " 37382,\n", " 2201,\n", " 1993,\n", " 862,\n", " 4601,\n", " 1116,\n", " 403,\n", " 1477,\n", " 4964,\n", " 78,\n", " 937,\n", " 1711,\n", " 404,\n", " 1657,\n", " 403,\n", " 2258,\n", " 452,\n", " 758,\n", " 3327,\n", " 765,\n", " 40339,\n", " 973,\n", " 5996,\n", " 752,\n", " 1618,\n", " 1814,\n", " 404,\n", " 734,\n", " 3373,\n", " 761,\n", " 44058,\n", " 813,\n", " 3886,\n", " 646,\n", " 733,\n", " 737,\n", " 3296,\n", " 759,\n", " 1656,\n", " 1661,\n", " 1471,\n", " 1460,\n", " 9341,\n", " 776,\n", " 3136,\n", " 759,\n", " 1113,\n", " 3353,\n", " 9328,\n", " 763,\n", " 1243,\n", " 763,\n", " 34210,\n", " 1743,\n", " 405,\n", " 772,\n", " 1342,\n", " 774,\n", " 3351,\n", " 763,\n", " 29712,\n", " 924,\n", " 2551,\n", " 750,\n", " 3303,\n", " 761,\n", " 29776,\n", " 778,\n", " 3304,\n", " 765,\n", " 29823,\n", " 1757,\n", " 1850,\n", " 3746,\n", " 8580,\n", " 1232,\n", " 403,\n", " 1046,\n", " 1937,\n", " 1438,\n", " 408,\n", " 1423,\n", " 4854,\n", " 822,\n", " 3577,\n", " 1653,\n", " 16582,\n", " 802,\n", " 13821,\n", " 778,\n", " 11292,\n", " 1484,\n", " 403,\n", " 1252,\n", " 1847,\n", " 1785,\n", " 403,\n", " 732,\n", " 3427,\n", " 762,\n", " 37943,\n", " 749,\n", " 1681,\n", " 735,\n", " 3326,\n", " 762,\n", " 25774],\n", " [558, 4896, 992, 16929, 24],\n", " [517, 4896, 918, 20058, 24],\n", " [517, 4469, 470, 17434, 31],\n", " [517, 4896, 922, 22836, 24],\n", " [517,\n", " 4469,\n", " 537,\n", " 8138,\n", " 411,\n", " 6189,\n", " 413,\n", " 10853,\n", " 413,\n", " 6594,\n", " 411,\n", " 6961,\n", " 411,\n", " 4799,\n", " 411,\n", " 7138,\n", " 31],\n", " [517, 5871, 2046, 618],\n", " [517,\n", " 4469,\n", " 537,\n", " 6997,\n", " 415,\n", " 6892,\n", " 411,\n", " 6331,\n", " 413,\n", " 9908,\n", " 415,\n", " 8680,\n", " 411,\n", " 8269,\n", " 413,\n", " 8651,\n", " 31],\n", " [517, 4896, 918, 22876, 337, 13718, 337, 25101, 337, 103577, 24],\n", " [517, 4469, 470, 6954, 344, 21339, 344, 49228, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 25604,\n", " 344,\n", " 12866,\n", " 344,\n", " 39274,\n", " 344,\n", " 17635,\n", " 344,\n", " 34012,\n", " 344,\n", " 16228,\n", " 31],\n", " [517, 6173, 4730, 346, 5357, 346, 1520, 346, 4690, 377],\n", " [517, 4469, 470, 12503, 344, 9473, 344, 20100, 344, 86774, 31],\n", " [517, 4469, 537, 6982, 415, 7246, 417, 12153, 411, 7526, 411, 12896, 31],\n", " [517, 6173, 2440, 346, 4556, 346],\n", " [517, 4053, 1302, 1195],\n", " [517, 5871, 607, 410],\n", " [517, 5867, 648, 4762],\n", " [517, 5871, 2046, 618],\n", " [203, 5855, 1016, 794],\n", " [517, 4469, 471, 10301, 31],\n", " [517, 4469, 538, 7440, 31],\n", " [517, 4469, 541, 12881, 31],\n", " [517, 4469, 540, 10533, 410, 17219, 31],\n", " [517, 4469, 474, 48623, 31],\n", " [517, 4469, 537, 10541, 31],\n", " [517, 4469, 539, 8575, 31],\n", " [517, 4469, 541, 6771, 413, 8792, 31],\n", " [517, 4469, 539, 9499, 411, 11903, 31],\n", " [517, 4469, 537, 9482, 411, 6413, 411, 9937, 411, 11919, 31],\n", " [542, 4896, 976, 16016, 337, 20045, 24],\n", " [517, 4469, 470, 27513, 346, 307469, 344, 18570, 344, 2808, 344, 30551, 31],\n", " [517, 4469, 464, 17644, 31],\n", " [517, 4469, 469, 16802, 31],\n", " [517, 4469, 483, 735226, 31],\n", " [517, 4469, 483, 240290, 31],\n", " [517, 4469, 470, 76173, 31],\n", " [517, 4469, 470, 14622, 344, 13461, 355, 127228, 357, 467605, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 71087,\n", " 337,\n", " 50827,\n", " 337,\n", " 18412,\n", " 339,\n", " 176506,\n", " 337,\n", " 23512,\n", " 337,\n", " 22704,\n", " 337,\n", " 16066,\n", " 337,\n", " 176430,\n", " 348,\n", " 46279,\n", " 337,\n", " 49283,\n", " 337,\n", " 60095,\n", " 337,\n", " 63951,\n", " 24],\n", " [517, 4896, 918, 69662, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 26343,\n", " 344,\n", " 15408,\n", " 357,\n", " 218118,\n", " 357,\n", " 363258,\n", " 344,\n", " 147394,\n", " 31],\n", " [517,\n", " 6173,\n", " 1608,\n", " 346,\n", " 541,\n", " 361,\n", " 4929,\n", " 346,\n", " 3623,\n", " 346,\n", " 1717,\n", " 346,\n", " 4964,\n", " 346,\n", " 12079,\n", " 346,\n", " 3156,\n", " 377],\n", " [517, 3677, 1484, 539, 39],\n", " [517, 4006, 923, 44755],\n", " [517, 4469, 536, 15203, 31],\n", " [517, 4896, 918, 12925, 24],\n", " [517, 4469, 470, 32131, 31],\n", " [517, 4469, 470, 8944, 31],\n", " [542, 4896, 976, 19536, 337, 9739, 24],\n", " [517, 4469, 470, 41444, 31],\n", " [517, 4469, 539, 6662, 31],\n", " [542,\n", " 4896,\n", " 976,\n", " 103661,\n", " 337,\n", " 20452,\n", " 337,\n", " 10741,\n", " 337,\n", " 25119,\n", " 337,\n", " 31017,\n", " 337,\n", " 20997,\n", " 337,\n", " 18678,\n", " 337,\n", " 20116,\n", " 337,\n", " 44419,\n", " 24],\n", " [517,\n", " 4469,\n", " 539,\n", " 6451,\n", " 413,\n", " 6284,\n", " 413,\n", " 6212,\n", " 411,\n", " 8748,\n", " 413,\n", " 9311,\n", " 414,\n", " 7590,\n", " 31],\n", " [517, 4469, 470, 68829, 344, 7133, 344, 38385, 344, 42540, 31],\n", " [517, 4532, 729, 38, 38, 196806, 122, 201360, 119],\n", " [517, 4116, 702, 249, 109, 42, 21739, 177, 1035, 296, 77],\n", " [517, 4469, 538, 5741, 31],\n", " [517, 6173, 13644, 346, 5936, 346, 7297, 346, 4878, 346, 10780, 377],\n", " [517,\n", " 4469,\n", " 537,\n", " 7712,\n", " 416,\n", " 9131,\n", " 411,\n", " 6417,\n", " 413,\n", " 7161,\n", " 413,\n", " 7979,\n", " 411,\n", " 8397,\n", " 31],\n", " [517, 4469, 539, 4326, 415, 7526, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 94734,\n", " 344,\n", " 7643,\n", " 344,\n", " 28659,\n", " 344,\n", " 18092,\n", " 344,\n", " 42046,\n", " 344,\n", " 11215,\n", " 344,\n", " 12307,\n", " 344,\n", " 61055,\n", " 344,\n", " 53771,\n", " 31],\n", " [517, 4469, 536, 12789, 31],\n", " [517, 4469, 446, 4979, 329, 2418, 329, 2694, 329, 2696, 330, 3070, 31],\n", " [517,\n", " 4469,\n", " 451,\n", " 322473,\n", " 329,\n", " 2348,\n", " 329,\n", " 2703,\n", " 329,\n", " 2864,\n", " 320,\n", " 5096,\n", " 329,\n", " 2236,\n", " 330,\n", " 3028,\n", " 330,\n", " 2900,\n", " 330,\n", " 2871,\n", " 330,\n", " 2964,\n", " 330,\n", " 3156,\n", " 343,\n", " 2003,\n", " 31],\n", " [517, 4469, 472, 7602, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 1738,\n", " 320,\n", " 5280,\n", " 322,\n", " 4770,\n", " 329,\n", " 2478,\n", " 329,\n", " 2687,\n", " 330,\n", " 2321,\n", " 350,\n", " 3076,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 29390,\n", " 344,\n", " 10321,\n", " 344,\n", " 15381,\n", " 344,\n", " 30924,\n", " 344,\n", " 14463,\n", " 344,\n", " 7803,\n", " 344,\n", " 70937,\n", " 344,\n", " 78878,\n", " 375],\n", " [517, 4469, 470, 26444, 31],\n", " [558, 4896, 992, 9507, 24],\n", " [517, 6173, 1538, 346, 1660, 377],\n", " [517, 4469, 539, 10313, 31],\n", " [517,\n", " 4469,\n", " 483,\n", " 190194,\n", " 344,\n", " 69629,\n", " 344,\n", " 17403,\n", " 344,\n", " 19735,\n", " 344,\n", " 13516,\n", " 344,\n", " 10443,\n", " 344,\n", " 58864,\n", " 344,\n", " 36691,\n", " 344,\n", " 39606,\n", " 344,\n", " 10796,\n", " 344,\n", " 13968,\n", " 344,\n", " 13856,\n", " 344,\n", " 14604,\n", " 344,\n", " 31227,\n", " 344,\n", " 20574,\n", " 357,\n", " 117127,\n", " 344,\n", " 32617,\n", " 344,\n", " 12668,\n", " 344,\n", " 34604,\n", " 344,\n", " 67455,\n", " 344,\n", " 17690,\n", " 344,\n", " 43605,\n", " 344,\n", " 84306,\n", " 344,\n", " 36499,\n", " 344,\n", " 34540,\n", " 344,\n", " 13047,\n", " 344,\n", " 17268,\n", " 344,\n", " 32493,\n", " 344,\n", " 13548,\n", " 344,\n", " 11995,\n", " 344,\n", " 15989,\n", " 31],\n", " [517, 4469, 470, 39301, 344, 18554, 31],\n", " [517, 4469, 538, 10438, 31],\n", " [517, 4469, 456, 3094, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 75839,\n", " 344,\n", " 18850,\n", " 344,\n", " 19122,\n", " 344,\n", " 15320,\n", " 344,\n", " 17950,\n", " 344,\n", " 47867,\n", " 344,\n", " 18300,\n", " 344,\n", " 36292,\n", " 344,\n", " 49079,\n", " 344,\n", " 125571,\n", " 344,\n", " 39447,\n", " 344,\n", " 28175,\n", " 344,\n", " 59443,\n", " 344,\n", " 20077,\n", " 344,\n", " 9495,\n", " 344,\n", " 46672,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 57018,\n", " 337,\n", " 15284,\n", " 337,\n", " 14984,\n", " 337,\n", " 28962,\n", " 337,\n", " 14891,\n", " 337,\n", " 67923,\n", " 337,\n", " 20800,\n", " 337,\n", " 10169,\n", " 337,\n", " 22115,\n", " 337,\n", " 19999,\n", " 337,\n", " 18901,\n", " 337,\n", " 30741,\n", " 337,\n", " 43099,\n", " 337,\n", " 28945,\n", " 337,\n", " 39605,\n", " 337,\n", " 16044,\n", " 337,\n", " 49328,\n", " 337,\n", " 31253,\n", " 337,\n", " 22311,\n", " 337,\n", " 10892,\n", " 337,\n", " 27275,\n", " 337,\n", " 35809,\n", " 337,\n", " 13251,\n", " 339,\n", " 169884,\n", " 337,\n", " 38939,\n", " 337,\n", " 70774,\n", " 337,\n", " 37939,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 48551,\n", " 344,\n", " 27191,\n", " 344,\n", " 21860,\n", " 344,\n", " 30558,\n", " 344,\n", " 12564,\n", " 344,\n", " 11197,\n", " 344,\n", " 10053,\n", " 344,\n", " 70796,\n", " 344,\n", " 17795,\n", " 344,\n", " 19928,\n", " 344,\n", " 10973,\n", " 344,\n", " 30184,\n", " 344,\n", " 10231,\n", " 344,\n", " 16575,\n", " 344,\n", " 27088,\n", " 344,\n", " 22051,\n", " 344,\n", " 18274,\n", " 344,\n", " 44995,\n", " 344,\n", " 18732,\n", " 344,\n", " 18059,\n", " 344,\n", " 9440,\n", " 345,\n", " 21320,\n", " 344,\n", " 83851,\n", " 344,\n", " 96869,\n", " 344,\n", " 94190,\n", " 344,\n", " 37341,\n", " 344,\n", " 68337,\n", " 344,\n", " 51670,\n", " 344,\n", " 46591,\n", " 344,\n", " 9878,\n", " 344,\n", " 9856,\n", " 344,\n", " 29798,\n", " 344,\n", " 6877,\n", " 344,\n", " 14781,\n", " 31],\n", " [517, 4469, 470, 12966, 31],\n", " [517, 4469, 470, 16011, 31],\n", " [517, 6173, 1899, 377],\n", " [517, 5871, 2046, 618],\n", " [517,\n", " 4469,\n", " 456,\n", " 2630,\n", " 330,\n", " 3133,\n", " 330,\n", " 3202,\n", " 330,\n", " 2849,\n", " 330,\n", " 2520,\n", " 330,\n", " 3188,\n", " 330,\n", " 3066,\n", " 330,\n", " 3133,\n", " 330,\n", " 3361,\n", " 330,\n", " 2937,\n", " 330,\n", " 3303,\n", " 330,\n", " 3361,\n", " 330,\n", " 3387,\n", " 330,\n", " 3119,\n", " 330,\n", " 3300,\n", " 330,\n", " 2618,\n", " 330,\n", " 3313,\n", " 31],\n", " [517, 4469, 537, 7566, 414, 8380, 31],\n", " [517, 4469, 470, 57943, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 61628,\n", " 344,\n", " 46639,\n", " 344,\n", " 32967,\n", " 344,\n", " 13190,\n", " 344,\n", " 29769,\n", " 344,\n", " 25408,\n", " 344,\n", " 33577,\n", " 344,\n", " 9523,\n", " 344,\n", " 23869,\n", " 344,\n", " 13879,\n", " 344,\n", " 30485,\n", " 344,\n", " 26672,\n", " 344,\n", " 18492,\n", " 344,\n", " 20642,\n", " 344,\n", " 25492,\n", " 344,\n", " 7116,\n", " 344,\n", " 17588,\n", " 344,\n", " 69775,\n", " 344,\n", " 199598,\n", " 344,\n", " 34382,\n", " 344,\n", " 40372,\n", " 344,\n", " 32873,\n", " 344,\n", " 14228,\n", " 346,\n", " 151402,\n", " 346,\n", " 174255,\n", " 346,\n", " 127210,\n", " 344,\n", " 33358,\n", " 344,\n", " 17298,\n", " 344,\n", " 6746,\n", " 344,\n", " 11455,\n", " 344,\n", " 35529,\n", " 344,\n", " 20938,\n", " 344,\n", " 17072,\n", " 355,\n", " 69814,\n", " 31],\n", " [517, 4469, 471, 10126, 341, 8508, 31],\n", " [517, 4469, 537, 6368, 31],\n", " [517, 6173, 5186, 377],\n", " [517, 4469, 539, 5267, 31],\n", " [517, 4469, 537, 5456, 31],\n", " [517, 4469, 539, 10864, 411, 7551, 413, 10527, 31],\n", " [517, 4469, 538, 7950, 31],\n", " [517, 4469, 538, 8677, 31],\n", " [517, 6173, 5799, 346, 5958, 377],\n", " [517, 4469, 536, 8848, 410, 7362, 31],\n", " [517, 4469, 536, 6242, 31],\n", " [517, 4469, 537, 10855, 413, 9243, 31],\n", " [517, 4469, 537, 7397, 414, 6435, 31],\n", " [517, 4469, 470, 22392, 344, 40256, 31],\n", " [517, 4896, 918, 32395, 24],\n", " [517, 4469, 470, 24607, 344, 14067, 344, 10243, 31],\n", " [558, 4896, 992, 33927, 24],\n", " [517, 4896, 918, 34461, 24],\n", " [517, 4469, 485, 3061, 31],\n", " [517, 4469, 456, 3290, 351, 4278, 332, 5304, 31],\n", " [517, 5855, 897, 261, 897, 261, 897, 261],\n", " [517, 4896, 918, 42982, 337, 33984, 337, 34865, 339, 212172, 24],\n", " [517, 4469, 470, 33526, 344, 56405, 344, 16742, 346, 325118, 31],\n", " [517, 4469, 471, 8146, 347, 2368, 31],\n", " [517, 6173, 1582, 377],\n", " [517, 4469, 472, 80886, 31],\n", " [517, 3870, 1072, 727, 204],\n", " [517, 4469, 472, 148767, 31],\n", " [517, 6173, 1624, 377],\n", " [517, 4469, 537, 6522, 31],\n", " [517, 4469, 541, 6474, 31],\n", " [517, 4896, 918, 30250, 337, 16213, 337, 11078, 24],\n", " [517, 4469, 537, 8394, 31],\n", " [517, 4469, 470, 8749, 31],\n", " [517, 4469, 470, 24723, 31],\n", " [517, 4469, 470, 33943, 31],\n", " [517, 4469, 466, 13307, 31],\n", " [517, 5840, 897, 261, 897, 261],\n", " [517, 4469, 470, 87866, 344, 15612, 344, 51224, 344, 16855, 344, 45829, 31],\n", " [517, 4469, 538, 5301, 410, 9137, 412, 8523, 414, 8761, 31],\n", " [517, 6173, 1802, 346, 4563, 346, 4644, 346, 1725, 346, 4603, 377],\n", " [517,\n", " 4469,\n", " 539,\n", " 10591,\n", " 411,\n", " 7725,\n", " 411,\n", " 7729,\n", " 413,\n", " 5330,\n", " 413,\n", " 11185,\n", " 413,\n", " 13211,\n", " 31],\n", " [517, 4469, 539, 8068, 31],\n", " [517, 4896, 918, 22401, 24],\n", " [517, 4469, 541, 5436, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 7733,\n", " 411,\n", " 7050,\n", " 411,\n", " 10570,\n", " 413,\n", " 8081,\n", " 413,\n", " 4858,\n", " 415,\n", " 8412,\n", " 31],\n", " [517, 4469, 458, 5594, 332, 5069, 31],\n", " [517, 5871, 2046, 618],\n", " [517, 4469, 539, 13188, 31],\n", " [517, 4469, 540, 9354, 31],\n", " [517, 6173, 1590, 377],\n", " [517, 5887, 549, 879],\n", " [517, 5887, 549, 895],\n", " [517, 4469, 470, 28616, 31],\n", " [517, 4469, 537, 9988, 31],\n", " [517, 4469, 470, 31467, 31],\n", " [517, 4469, 470, 18169, 344, 12083, 31],\n", " [517, 4896, 918, 43943, 337, 16155, 24],\n", " [517, 4469, 470, 14884, 31],\n", " [517, 4469, 470, 27244, 31],\n", " [517, 4469, 470, 34072, 31],\n", " [558, 4896, 992, 38295, 24],\n", " [517, 4469, 537, 12422, 411, 8491, 31],\n", " [517, 4469, 539, 10315, 31],\n", " [517, 5855, 897, 261],\n", " [517, 4469, 537, 7468, 31],\n", " [517, 4469, 536, 8888, 410, 7537, 31],\n", " [517, 4469, 539, 8194, 411, 7265, 411, 6679, 31],\n", " [517, 4469, 470, 61344, 31],\n", " [517, 4469, 470, 58445, 31],\n", " [517, 4469, 463, 7243, 31],\n", " [517, 5855, 897, 261, 885, 261],\n", " [517,\n", " 4469,\n", " 470,\n", " 20294,\n", " 344,\n", " 30693,\n", " 344,\n", " 28496,\n", " 344,\n", " 11121,\n", " 344,\n", " 36660,\n", " 344,\n", " 11204,\n", " 344,\n", " 18005,\n", " 344,\n", " 53587,\n", " 344,\n", " 12852,\n", " 344,\n", " 28917,\n", " 344,\n", " 15532,\n", " 344,\n", " 36213,\n", " 344,\n", " 10254,\n", " 344,\n", " 31298,\n", " 344,\n", " 32724,\n", " 346,\n", " 43822,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 13158,\n", " 344,\n", " 20401,\n", " 344,\n", " 20090,\n", " 344,\n", " 46973,\n", " 344,\n", " 26965,\n", " 344,\n", " 16671,\n", " 344,\n", " 23666,\n", " 344,\n", " 57683,\n", " 344,\n", " 26647,\n", " 344,\n", " 20575,\n", " 344,\n", " 12031,\n", " 344,\n", " 65889,\n", " 344,\n", " 8388,\n", " 344,\n", " 16379,\n", " 344,\n", " 22354,\n", " 346,\n", " 91350,\n", " 31],\n", " [542,\n", " 4896,\n", " 976,\n", " 24994,\n", " 337,\n", " 25679,\n", " 337,\n", " 53972,\n", " 337,\n", " 28874,\n", " 337,\n", " 70905,\n", " 337,\n", " 11673,\n", " 24],\n", " [558, 4896, 992, 32970, 337, 36885, 337, 18109, 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 23669,\n", " 344,\n", " 9630,\n", " 344,\n", " 51961,\n", " 344,\n", " 12427,\n", " 344,\n", " 32055,\n", " 344,\n", " 26492,\n", " 344,\n", " 33043,\n", " 344,\n", " 18341,\n", " 344,\n", " 56383,\n", " 344,\n", " 94053,\n", " 344,\n", " 14741,\n", " 344,\n", " 26205,\n", " 344,\n", " 11592,\n", " 31],\n", " [517, 4469, 470, 23056, 344, 28154, 344, 15487, 344, 19261, 344, 12378, 31],\n", " [517, 4469, 470, 9179, 31],\n", " [517, 4469, 470, 14377, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 23293,\n", " 344,\n", " 45168,\n", " 344,\n", " 59241,\n", " 344,\n", " 28814,\n", " 344,\n", " 33323,\n", " 346,\n", " 62452,\n", " 344,\n", " 23823,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 31455,\n", " 338,\n", " 37506,\n", " 337,\n", " 27731,\n", " 337,\n", " 23156,\n", " 337,\n", " 13176,\n", " 337,\n", " 17889,\n", " 337,\n", " 23252,\n", " 337,\n", " 25538,\n", " 337,\n", " 1378,\n", " 323,\n", " 10002,\n", " 337,\n", " 51531,\n", " 337,\n", " 61373,\n", " 337,\n", " 95424,\n", " 337,\n", " 21956,\n", " 337,\n", " 17520,\n", " 337,\n", " 9769,\n", " 337,\n", " 27001,\n", " 339,\n", " 51226,\n", " 24],\n", " [517, 6173, 2366, 346, 7106, 346, 2180, 346, 3550, 346, 1651, 346, 1982, 377],\n", " [517,\n", " 4469,\n", " 470,\n", " 28037,\n", " 344,\n", " 18611,\n", " 344,\n", " 8452,\n", " 344,\n", " 30537,\n", " 344,\n", " 22147,\n", " 346,\n", " 43107,\n", " 346,\n", " 79204,\n", " 31],\n", " [517, 4469, 539, 5078, 31],\n", " [517, 4469, 470, 8802, 31],\n", " [517, 4469, 537, 9393, 31],\n", " [517, 4469, 470, 42645, 344, 320913, 344, 17463, 344, 22496, 31],\n", " [517, 4469, 470, 41239, 344, 6523, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 10030,\n", " 344,\n", " 16833,\n", " 344,\n", " 12290,\n", " 344,\n", " 12198,\n", " 344,\n", " 5346,\n", " 344,\n", " 34580,\n", " 31],\n", " [517, 4469, 464, 20272, 342, 9615, 31],\n", " [517, 4469, 537, 5446, 413, 13040, 413, 8440, 31],\n", " [558, 4896, 992, 6720, 337, 10912, 337, 110092, 337, 15760, 350, 183864, 24],\n", " [517, 4896, 930, 166837, 24],\n", " [517, 4469, 545, 11409, 411, 7288, 413, 6719, 415, 8077, 31],\n", " [517, 4469, 539, 6450, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 93425,\n", " 344,\n", " 17728,\n", " 344,\n", " 24909,\n", " 344,\n", " 14991,\n", " 344,\n", " 14982,\n", " 344,\n", " 13711,\n", " 344,\n", " 9485,\n", " 344,\n", " 17021,\n", " 344,\n", " 8067,\n", " 344,\n", " 21693,\n", " 344,\n", " 25491,\n", " 344,\n", " 20838,\n", " 344,\n", " 24404,\n", " 357,\n", " 159635,\n", " 31],\n", " [549, 3870, 1160, 828, 623],\n", " [517,\n", " 4469,\n", " 470,\n", " 44220,\n", " 344,\n", " 8323,\n", " 344,\n", " 8520,\n", " 344,\n", " 11453,\n", " 344,\n", " 13269,\n", " 344,\n", " 4850,\n", " 344,\n", " 14968,\n", " 344,\n", " 17883,\n", " 344,\n", " 59135,\n", " 344,\n", " 30563,\n", " 344,\n", " 21123,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 69703,\n", " 344,\n", " 115748,\n", " 344,\n", " 10026,\n", " 344,\n", " 14718,\n", " 344,\n", " 42356,\n", " 344,\n", " 11136,\n", " 344,\n", " 7436,\n", " 344,\n", " 29394,\n", " 344,\n", " 10976,\n", " 344,\n", " 6024,\n", " 344,\n", " 17456,\n", " 344,\n", " 9022,\n", " 344,\n", " 18542,\n", " 344,\n", " 44142,\n", " 344,\n", " 19342,\n", " 31],\n", " [517, 4469, 470, 13545, 344, 44790, 344, 42658, 31],\n", " [517, 4469, 538, 9487, 31],\n", " [517,\n", " 6173,\n", " 3298,\n", " 346,\n", " 2140,\n", " 346,\n", " 5865,\n", " 346,\n", " 12638,\n", " 346,\n", " 5125,\n", " 346,\n", " 7944,\n", " 377],\n", " [517, 4469, 452, 3085, 31],\n", " [517, 4469, 470, 92038, 344, 22069, 344, 22919, 344, 23536, 344, 21090, 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 43281,\n", " 337,\n", " 86976,\n", " 337,\n", " 55862,\n", " 337,\n", " 33635,\n", " 337,\n", " 9802,\n", " 337,\n", " 38594,\n", " 337,\n", " 18337,\n", " 337,\n", " 8397,\n", " 337,\n", " 110092,\n", " 337,\n", " 13231,\n", " 337,\n", " 3267,\n", " 337,\n", " 20917,\n", " 337,\n", " 10833,\n", " 337,\n", " 14044,\n", " 338,\n", " 34431,\n", " 350,\n", " 125137,\n", " 337,\n", " 98564,\n", " 337,\n", " 39861,\n", " 24],\n", " [517, 4469, 539, 9354, 31],\n", " [517, 4469, 537, 8151, 31],\n", " [517, 4469, 485, 2768, 31],\n", " [517, 4896, 918, 20128, 337, 41317, 24],\n", " [517, 4469, 470, 11208, 31],\n", " [517, 4896, 918, 13880, 24],\n", " [517, 5855, 885, 261, 885, 261],\n", " [517, 4469, 537, 7375, 31],\n", " [517, 4469, 538, 12448, 31],\n", " [517, 4469, 468, 12066, 337, 7845, 337, 24111, 31],\n", " [517, 5871, 2046, 618],\n", " [517, 5855, 885, 261, 885, 261, 885, 261, 897, 261],\n", " [517, 4469, 538, 5984, 31],\n", " [517, 4469, 497, 15662, 371, 24740, 31],\n", " [517, 4469, 540, 13540, 412, 8292, 31],\n", " [517, 4469, 536, 7239, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 11562,\n", " 415,\n", " 6343,\n", " 413,\n", " 9750,\n", " 411,\n", " 11922,\n", " 415,\n", " 8571,\n", " 411,\n", " 8261,\n", " 413,\n", " 17137,\n", " 411,\n", " 9709,\n", " 411,\n", " 7880,\n", " 31],\n", " [517, 4469, 470, 16058, 344, 6822, 344, 14070, 31],\n", " [517, 4469, 539, 11311, 411, 11467, 413, 7927, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 27911,\n", " 344,\n", " 31464,\n", " 344,\n", " 24086,\n", " 344,\n", " 38631,\n", " 344,\n", " 13089,\n", " 344,\n", " 9131,\n", " 344,\n", " 18823,\n", " 344,\n", " 18308,\n", " 344,\n", " 57099,\n", " 344,\n", " 28390,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 17612,\n", " 344,\n", " 8449,\n", " 344,\n", " 28829,\n", " 344,\n", " 28587,\n", " 344,\n", " 30667,\n", " 344,\n", " 29054,\n", " 344,\n", " 15711,\n", " 344,\n", " 7187,\n", " 344,\n", " 19460,\n", " 344,\n", " 25093,\n", " 344,\n", " 9542,\n", " 344,\n", " 39453,\n", " 344,\n", " 16459,\n", " 344,\n", " 57188,\n", " 344,\n", " 20383,\n", " 344,\n", " 45304,\n", " 344,\n", " 4807,\n", " 344,\n", " 6631,\n", " 344,\n", " 53229,\n", " 344,\n", " 15966,\n", " 344,\n", " 21419,\n", " 344,\n", " 18233,\n", " 344,\n", " 22088,\n", " 344,\n", " 13633,\n", " 344,\n", " 43261,\n", " 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 8235,\n", " 412,\n", " 9030,\n", " 413,\n", " 10324,\n", " 413,\n", " 9322,\n", " 415,\n", " 8561,\n", " 415,\n", " 5923,\n", " 413,\n", " 6049,\n", " 31],\n", " [517, 4896, 918, 21649, 24],\n", " [517, 3676, 554, 743, 31],\n", " [517, 4469, 470, 40834, 31],\n", " [517, 4469, 470, 25414, 344, 43418, 344, 11894, 344, 16295, 31],\n", " [517, 4469, 465, 5489, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 10638,\n", " 344,\n", " 28036,\n", " 344,\n", " 99711,\n", " 344,\n", " 16485,\n", " 344,\n", " 44002,\n", " 344,\n", " 42313,\n", " 344,\n", " 21473,\n", " 344,\n", " 15392,\n", " 344,\n", " 9091,\n", " 31],\n", " [542,\n", " 4896,\n", " 978,\n", " 91964,\n", " 337,\n", " 10429,\n", " 337,\n", " 8026,\n", " 337,\n", " 13344,\n", " 337,\n", " 18295,\n", " 337,\n", " 8588,\n", " 337,\n", " 52755,\n", " 337,\n", " 23537,\n", " 337,\n", " 12639,\n", " 337,\n", " 52087,\n", " 337,\n", " 13748,\n", " 337,\n", " 9450,\n", " 337,\n", " 11922,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 59263,\n", " 344,\n", " 4717,\n", " 344,\n", " 17484,\n", " 344,\n", " 28109,\n", " 344,\n", " 29397,\n", " 344,\n", " 17569,\n", " 344,\n", " 23244,\n", " 344,\n", " 24754,\n", " 344,\n", " 18072,\n", " 344,\n", " 35875,\n", " 344,\n", " 40124,\n", " 344,\n", " 12610,\n", " 31],\n", " [517, 4469, 470, 16199, 344, 17595, 31],\n", " [517, 4896, 918, 9665, 24],\n", " [558,\n", " 4896,\n", " 992,\n", " 28111,\n", " 337,\n", " 173443,\n", " 337,\n", " 26959,\n", " 337,\n", " 20212,\n", " 337,\n", " 12366,\n", " 337,\n", " 31542,\n", " 337,\n", " 30912,\n", " 337,\n", " 7870,\n", " 337,\n", " 15465,\n", " 337,\n", " 26011,\n", " 337,\n", " 43385,\n", " 337,\n", " 21845,\n", " 337,\n", " 35511,\n", " 337,\n", " 23704,\n", " 337,\n", " 44419,\n", " 337,\n", " 2697,\n", " 337,\n", " 13187,\n", " 337,\n", " 35464,\n", " 337,\n", " 7504,\n", " 337,\n", " 31918,\n", " 337,\n", " 13489,\n", " 337,\n", " 13943,\n", " 337,\n", " 15403,\n", " 337,\n", " 39053,\n", " 337,\n", " 28348,\n", " 337,\n", " 37433,\n", " 337,\n", " 59730,\n", " 337,\n", " 13593,\n", " 337,\n", " 19314,\n", " 338,\n", " 18137,\n", " 337,\n", " 9362,\n", " 337,\n", " 75166,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 18965,\n", " 344,\n", " 34498,\n", " 344,\n", " 23651,\n", " 344,\n", " 13306,\n", " 344,\n", " 35632,\n", " 344,\n", " 26818,\n", " 344,\n", " 11979,\n", " 344,\n", " 17795,\n", " 344,\n", " 22198,\n", " 344,\n", " 15090,\n", " 344,\n", " 10702,\n", " 345,\n", " 31186,\n", " 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 17786,\n", " 344,\n", " 46882,\n", " 344,\n", " 20266,\n", " 344,\n", " 23021,\n", " 344,\n", " 45814,\n", " 356,\n", " 209599,\n", " 344,\n", " 3257,\n", " 344,\n", " 4503,\n", " 344,\n", " 104806,\n", " 344,\n", " 13459,\n", " 344,\n", " 12823,\n", " 344,\n", " 15748,\n", " 344,\n", " 29976,\n", " 344,\n", " 26184,\n", " 344,\n", " 21951,\n", " 344,\n", " 13659,\n", " 344,\n", " 20669,\n", " 344,\n", " 6484,\n", " 344,\n", " 19649,\n", " 344,\n", " 22020,\n", " 344,\n", " 65014,\n", " 344,\n", " 41246,\n", " 344,\n", " 22972,\n", " 344,\n", " 34557,\n", " 344,\n", " 30773,\n", " 344,\n", " 55137,\n", " 344,\n", " 21780,\n", " 357,\n", " 518440,\n", " 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 17981,\n", " 413,\n", " 9870,\n", " 411,\n", " 10284,\n", " 413,\n", " 7776,\n", " 415,\n", " 9474,\n", " 411,\n", " 8514,\n", " 415,\n", " 10574,\n", " 413,\n", " 6566,\n", " 415,\n", " 7886,\n", " 411,\n", " 15272,\n", " 413,\n", " 8949,\n", " 31],\n", " [517, 4469, 568],\n", " [517, 4469, 537, 7524, 31],\n", " [517, 4469, 541, 12213, 31],\n", " [517, 4469, 470, 13368, 344, 9367, 31],\n", " [517, 4469, 467, 4424, 31],\n", " [517, 4469, 464, 6833, 31],\n", " [517, 3739, 943, 1243175, 399, 97785, 24],\n", " [517, 3739, 978, 75238, 398, 153152, 24],\n", " [517, 4469, 487, 3257, 342, 12885, 31],\n", " [547, 3739, 1043, 174619, 399, 129787, 24],\n", " [517,\n", " 4469,\n", " 541,\n", " 7518,\n", " 417,\n", " 11283,\n", " 411,\n", " 8575,\n", " 413,\n", " 10973,\n", " 411,\n", " 6438,\n", " 410,\n", " 2348,\n", " 410,\n", " 2223,\n", " 413,\n", " 7554,\n", " 31],\n", " [517, 4469, 470, 21693, 31],\n", " [517, 4469, 470, 32190, 31],\n", " [558,\n", " 4896,\n", " 992,\n", " 14628,\n", " 337,\n", " 97987,\n", " 337,\n", " 16642,\n", " 337,\n", " 27963,\n", " 337,\n", " 11854,\n", " 337,\n", " 9513,\n", " 24],\n", " [517, 4896, 918, 26703, 24],\n", " [517, 4469, 538, 8453, 410, 14696, 411, 10586, 413, 6155, 31],\n", " [196,\n", " 4116,\n", " 3820,\n", " 38,\n", " 2451,\n", " 14310,\n", " 665,\n", " 1003,\n", " 1049,\n", " 1517,\n", " 1559,\n", " 11355,\n", " 970,\n", " 42,\n", " 865,\n", " 1897,\n", " 1175,\n", " 5329,\n", " 535,\n", " 2622,\n", " 503,\n", " 351,\n", " 3469,\n", " 403,\n", " 547,\n", " 1442,\n", " 683,\n", " 6382,\n", " 477,\n", " 42,\n", " 39639,\n", " 361,\n", " 12403,\n", " 403,\n", " 701,\n", " 8376,\n", " 648,\n", " 685,\n", " 1713,\n", " 11357,\n", " 925,\n", " 2012,\n", " 885,\n", " 402,\n", " 732,\n", " 3429,\n", " 798,\n", " 3964,\n", " 4476,\n", " 11400,\n", " 776,\n", " 2538,\n", " 1793,\n", " 403,\n", " 760,\n", " 40864,\n", " 825,\n", " 3522,\n", " 914,\n", " 9622,\n", " 524,\n", " 1433,\n", " 736,\n", " 15757,\n", " 750,\n", " 1599,\n", " 2259,\n", " 403,\n", " 2227,\n", " 402,\n", " 634,\n", " 504,\n", " 2119,\n", " 3417,\n", " 2726,\n", " 1663,\n", " 532,\n", " 70987,\n", " 749,\n", " 1612,\n", " 1637,\n", " 7629,\n", " 924,\n", " 5760,\n", " 750,\n", " 1608,\n", " 1638,\n", " 405,\n", " 1648,\n", " 403,\n", " 619,\n", " 370,\n", " 1536,\n", " 27785,\n", " 3131,\n", " 4725,\n", " 1145,\n", " 403,\n", " 1281,\n", " 1145,\n", " 1401,\n", " 403,\n", " 2238,\n", " 2549,\n", " 1488,\n", " 3899,\n", " 1547,\n", " 2057,\n", " 805,\n", " 1610,\n", " 848,\n", " 1631,\n", " 2043,\n", " 2040,\n", " 795,\n", " 17766,\n", " 744,\n", " 425,\n", " 3534,\n", " 402,\n", " 1097,\n", " 404,\n", " 795,\n", " 1183,\n", " 2227,\n", " 404,\n", " 874,\n", " 56859,\n", " 795,\n", " 9419,\n", " 1809,\n", " 403,\n", " 793,\n", " 1498,\n", " 1725,\n", " 402,\n", " 252,\n", " 443,\n", " 770,\n", " 2066,\n", " 1636,\n", " 2363,\n", " 835,\n", " 392,\n", " 1723,\n", " 47598,\n", " 875,\n", " 59184,\n", " 2532,\n", " 1581,\n", " 834,\n", " 45538,\n", " 1210,\n", " 27855,\n", " 1711,\n", " 404,\n", " 848,\n", " 51911,\n", " 1286,\n", " 404,\n", " 771,\n", " 3799,\n", " 874,\n", " 43936,\n", " 1460,\n", " 42,\n", " 2326,\n", " 16543,\n", " 1191,\n", " 3349,\n", " 447,\n", " 41188,\n", " 831,\n", " 17223,\n", " 772,\n", " 2694,\n", " 1963,\n", " 1755,\n", " 394,\n", " 67181,\n", " 1822,\n", " 846,\n", " 1828,\n", " 1316,\n", " 2841,\n", " 39095,\n", " 2209,\n", " 403,\n", " 831,\n", " 42462,\n", " 1062,\n", " 43099,\n", " 1150,\n", " 548,\n", " 1084,\n", " 42448,\n", " 1126,\n", " 41516,\n", " 795,\n", " 4201,\n", " 1072,\n", " 59490,\n", " 2244,\n", " 55640,\n", " 835,\n", " 2621,\n", " 1236,\n", " 2743,\n", " 1265,\n", " 35330,\n", " 2322,\n", " 403,\n", " 1277,\n", " 403,\n", " 2081,\n", " 404,\n", " 2254,\n", " 36975,\n", " 38,\n", " 5563,\n", " 1460,\n", " 42,\n", " 418,\n", " 5416,\n", " 1213,\n", " 22023,\n", " 715,\n", " 772,\n", " 826,\n", " 403,\n", " 2106,\n", " 403,\n", " 826,\n", " 20927,\n", " 1751,\n", " 30951,\n", " 1460,\n", " 42,\n", " 680,\n", " 24963,\n", " 682,\n", " 2271,\n", " 394,\n", " 220961,\n", " 1637,\n", " 1790,\n", " 758,\n", " 37707,\n", " 772,\n", " 67018,\n", " 474,\n", " 213816,\n", " 1200,\n", " 42,\n", " 489,\n", " 40026,\n", " 770,\n", " 304815,\n", " 1200,\n", " 42,\n", " 658,\n", " 8577,\n", " 255,\n", " 7359,\n", " 1010,\n", " 86797,\n", " 1200,\n", " 42,\n", " 1288,\n", " 12849,\n", " 1120,\n", " 803,\n", " 297,\n", " 6161,\n", " 857,\n", " 2546,\n", " 758,\n", " 24390,\n", " 515,\n", " 33727,\n", " 756,\n", " 368539,\n", " 748,\n", " 43611,\n", " 1713,\n", " 2443812],\n", " [517, 4469, 497, 29214, 370, 7166, 371, 45521, 31],\n", " [517, 4469, 470, 122910, 344, 16679, 344, 17328, 31],\n", " [517, 4469, 470, 30906, 31],\n", " [517, 4469, 539, 4411, 415, 6394, 411, 9643, 415, 9384, 31],\n", " [517, 4469, 536, 5956, 31],\n", " [517, 4469, 537, 6734, 411, 5246, 31],\n", " [517, 3888, 1356, 388, 102],\n", " [517, 3888, 966, 435, 102],\n", " [517, 4469, 538, 6740, 410, 10256, 31],\n", " [517, 3888, 1459, 388, 133],\n", " [517,\n", " 4469,\n", " 470,\n", " 16010,\n", " 344,\n", " 16224,\n", " 344,\n", " 17445,\n", " 344,\n", " 12085,\n", " 344,\n", " 99634,\n", " 344,\n", " 83805,\n", " 344,\n", " 34140,\n", " 344,\n", " 19734,\n", " 344,\n", " 10201,\n", " 344,\n", " 45919,\n", " 344,\n", " 12476,\n", " 344,\n", " 110623,\n", " 344,\n", " 20622,\n", " 344,\n", " 7989,\n", " 344,\n", " 8964,\n", " 344,\n", " 33689,\n", " 344,\n", " 35983,\n", " 344,\n", " 57076,\n", " 344,\n", " 17433,\n", " 344,\n", " 39121,\n", " 344,\n", " 28696,\n", " 344,\n", " 29579,\n", " 344,\n", " 39788,\n", " 344,\n", " 20845,\n", " 344,\n", " 29661,\n", " 344,\n", " 8514,\n", " 344,\n", " 6556,\n", " 344,\n", " 22305,\n", " 344,\n", " 24865,\n", " 344,\n", " 31296,\n", " 344,\n", " 16610,\n", " 344,\n", " 22135,\n", " 344,\n", " 11009,\n", " 344,\n", " 14689,\n", " 344,\n", " 8814,\n", " 344],\n", " [517,\n", " 4469,\n", " 470,\n", " 26813,\n", " 344,\n", " 13223,\n", " 344,\n", " 23695,\n", " 344,\n", " 30616,\n", " 344,\n", " 18369,\n", " 344,\n", " 43592,\n", " 344,\n", " 20732,\n", " 344,\n", " 32964,\n", " 344,\n", " 6877,\n", " 344,\n", " 16507,\n", " 344,\n", " 39613,\n", " 344,\n", " 19473,\n", " 344,\n", " 5368,\n", " 344,\n", " 20427,\n", " 344,\n", " 6511,\n", " 344,\n", " 7629,\n", " 344,\n", " 11903,\n", " 344,\n", " 9996,\n", " 344,\n", " 25147,\n", " 344,\n", " 16482,\n", " 344,\n", " 75477,\n", " 344,\n", " 35339,\n", " 344,\n", " 24305,\n", " 344,\n", " 51380,\n", " 344,\n", " 33088,\n", " 344,\n", " 11171,\n", " 344,\n", " 19927,\n", " 344,\n", " 9897,\n", " 356,\n", " 222134,\n", " 344,\n", " 53780,\n", " 344,\n", " 24108,\n", " 344,\n", " 103732,\n", " 344,\n", " 47003,\n", " 344,\n", " 16592,\n", " 344,\n", " 17020,\n", " 344,\n", " 33481,\n", " 344,\n", " 8799,\n", " 344,\n", " 51540,\n", " 344,\n", " 29481,\n", " 344,\n", " 14395,\n", " 344,\n", " 91136,\n", " 344,\n", " 26250,\n", " 344,\n", " 21352,\n", " 344,\n", " 14873,\n", " 344,\n", " 13467,\n", " 344,\n", " 4931,\n", " 344,\n", " 19126,\n", " 344,\n", " 27074,\n", " 344,\n", " 17707,\n", " 344,\n", " 23947,\n", " 344,\n", " 17147,\n", " 344,\n", " 43444,\n", " 344,\n", " 20272,\n", " 344,\n", " 33770,\n", " 344,\n", " 17310,\n", " 345,\n", " 28362,\n", " 344,\n", " 9240,\n", " 344,\n", " 15803,\n", " 344,\n", " 17654,\n", " 344,\n", " 21339,\n", " 344,\n", " 9118,\n", " 344,\n", " 13218,\n", " 344,\n", " 20709,\n", " 344,\n", " 42792,\n", " 344,\n", " 6074,\n", " 344],\n", " [517,\n", " 4469,\n", " 470,\n", " 35114,\n", " 344,\n", " 21324,\n", " 344,\n", " 25574,\n", " 344,\n", " 17048,\n", " 344,\n", " 20427,\n", " 344,\n", " 40480,\n", " 344,\n", " 25670,\n", " 344,\n", " 30671,\n", " 344,\n", " 8691,\n", " 344,\n", " 15912,\n", " 344,\n", " 9617,\n", " 344,\n", " 13643,\n", " 344,\n", " 16261,\n", " 344,\n", " 39681,\n", " 344,\n", " 106479],\n", " [517,\n", " 4469,\n", " 470,\n", " 16406,\n", " 344,\n", " 25826,\n", " 344,\n", " 37291,\n", " 344,\n", " 18811,\n", " 344,\n", " 11267,\n", " 344,\n", " 15498,\n", " 344,\n", " 9313,\n", " 344,\n", " 34233,\n", " 344,\n", " 47127,\n", " 344,\n", " 21663,\n", " 344,\n", " 32745,\n", " 344,\n", " 18513,\n", " 344,\n", " 23562,\n", " 344,\n", " 30237,\n", " 344,\n", " 9459,\n", " 344,\n", " 14743],\n", " [542,\n", " 4896,\n", " 976,\n", " 16444,\n", " 337,\n", " 37308,\n", " 337,\n", " 30398,\n", " 337,\n", " 23071,\n", " 337,\n", " 13238,\n", " 337,\n", " 25633,\n", " 337,\n", " 103509,\n", " 337,\n", " 23323,\n", " 337,\n", " 17717,\n", " 337,\n", " 81978,\n", " 337,\n", " 8180,\n", " 337,\n", " 9210,\n", " 337,\n", " 18123,\n", " 337,\n", " 55132,\n", " 337,\n", " 17508,\n", " 337,\n", " 81610,\n", " 337,\n", " 9914,\n", " 337,\n", " 15153,\n", " 337,\n", " 22621,\n", " 337,\n", " 12699,\n", " 337,\n", " 33820,\n", " 337,\n", " 32455,\n", " 337,\n", " 29050,\n", " 337,\n", " 8846,\n", " 337,\n", " 18571,\n", " 337,\n", " 23200,\n", " 337,\n", " 21100,\n", " 337,\n", " 21799,\n", " 337,\n", " 49234,\n", " 337,\n", " 14549],\n", " [517,\n", " 4469,\n", " 539,\n", " 8506,\n", " 410,\n", " 2333,\n", " 411,\n", " 6946,\n", " 410,\n", " 2809,\n", " 413,\n", " 4528,\n", " 415,\n", " 8527,\n", " 413,\n", " 7810,\n", " 411,\n", " 7799,\n", " 411,\n", " 9704],\n", " [517, 4116, 2191, 38, 2920, 42, 45478, 177],\n", " [517,\n", " 4469,\n", " 537,\n", " 8582,\n", " 410,\n", " 2381,\n", " 411,\n", " 8085,\n", " 413,\n", " 9351,\n", " 413,\n", " 6783,\n", " 413,\n", " 6277,\n", " 411,\n", " 9075,\n", " 411,\n", " 6880,\n", " 411,\n", " 5960,\n", " 411,\n", " 4837],\n", " [517, 4469, 470, 17471, 344, 47474, 344, 7591, 344, 14468, 344, 69155],\n", " [517,\n", " 4469,\n", " 470,\n", " 17055,\n", " 344,\n", " 12293,\n", " 344,\n", " 5384,\n", " 344,\n", " 13254,\n", " 344,\n", " 14908,\n", " 344,\n", " 92767,\n", " 344,\n", " 36844,\n", " 344,\n", " 87686,\n", " 344,\n", " 9224,\n", " 344,\n", " 10913,\n", " 344,\n", " 38926,\n", " 344,\n", " 15628,\n", " 344,\n", " 12223,\n", " 344,\n", " 25470,\n", " 344,\n", " 40500,\n", " 344,\n", " 17480,\n", " 344,\n", " 23867,\n", " 344,\n", " 41081,\n", " 344,\n", " 65618],\n", " [517,\n", " 4469,\n", " 470,\n", " 17377,\n", " 344,\n", " 10988,\n", " 344,\n", " 28312,\n", " 344,\n", " 25038,\n", " 344,\n", " 21054,\n", " 344,\n", " 97032,\n", " 344,\n", " 60892,\n", " 344,\n", " 16452,\n", " 344,\n", " 18496,\n", " 344,\n", " 10358,\n", " 344,\n", " 112427,\n", " 344,\n", " 71865,\n", " 344,\n", " 13988,\n", " 344,\n", " 25204,\n", " 344,\n", " 33925,\n", " 344,\n", " 16156,\n", " 344,\n", " 18483,\n", " 344,\n", " 18146,\n", " 344,\n", " 31555,\n", " 344,\n", " 20496,\n", " 344,\n", " 15380,\n", " 344,\n", " 18970,\n", " 344,\n", " 14749,\n", " 344,\n", " 7631,\n", " 344,\n", " 24571,\n", " 344,\n", " 121499,\n", " 344,\n", " 38666,\n", " 344,\n", " 14294,\n", " 344,\n", " 17439],\n", " [517,\n", " 4896,\n", " 918,\n", " 20222,\n", " 337,\n", " 26083,\n", " 337,\n", " 13651,\n", " 337,\n", " 94454,\n", " 337,\n", " 20817,\n", " 337,\n", " 15768,\n", " 337,\n", " 30417,\n", " 337,\n", " 24747,\n", " 337,\n", " 16891,\n", " 337,\n", " 22537,\n", " 337,\n", " 15734,\n", " 337,\n", " 7534,\n", " 337,\n", " 28217,\n", " 337,\n", " 14015,\n", " 337,\n", " 20751,\n", " 337,\n", " 77617],\n", " [517,\n", " 6173,\n", " 4850,\n", " 346,\n", " 4399,\n", " 346,\n", " 4574,\n", " 346,\n", " 8923,\n", " 346,\n", " 9131,\n", " 346,\n", " 7736,\n", " 346,\n", " 1569,\n", " 346,\n", " 1586,\n", " 346,\n", " 4856,\n", " 346,\n", " 14080,\n", " 346,\n", " 4133,\n", " 346,\n", " 6278,\n", " 346,\n", " 4573,\n", " 346,\n", " 6496,\n", " 346,\n", " 8442,\n", " 346,\n", " 6475,\n", " 346,\n", " 5648,\n", " 346,\n", " 1675,\n", " 346],\n", " [517, 4469, 470, 17233, 406, 27278, 344, 28051, 344, 15576, 375],\n", " [517, 5871, 607, 410],\n", " [517, 5867, 648, 4762],\n", " [517, 5871, 2046, 618],\n", " [203, 5855, 1016, 746],\n", " [517, 4469, 497, 20916, 31],\n", " [517, 4896, 918, 16183, 337, 56304, 24],\n", " [517, 4469, 470, 12331, 344, 19080, 31],\n", " [517, 4469, 470, 11232, 344, 18210, 31],\n", " [517, 4896, 918, 12157, 24],\n", " [517, 4469, 470, 11769, 31],\n", " [517, 4469, 470, 9829, 344, 10430, 344, 12901, 31],\n", " [517, 4469, 541, 8531, 31],\n", " [517, 4469, 470, 14927, 344, 13752, 344, 20209, 344, 19260, 344, 20508, 31],\n", " [517, 4469, 465, 10125, 31],\n", " [517, 4469, 537, 7597, 410, 6401, 31],\n", " [517, 6177, 897, 249],\n", " [517, 4469, 470, 12322, 31],\n", " [517,\n", " 4469,\n", " 537,\n", " 8090,\n", " 411,\n", " 6485,\n", " 413,\n", " 6639,\n", " 411,\n", " 10099,\n", " 411,\n", " 8139,\n", " 413,\n", " 6045,\n", " 413,\n", " 6860,\n", " 413,\n", " 9305,\n", " 413,\n", " 8939,\n", " 442,\n", " 6172],\n", " [517, 4469, 470, 26601, 31],\n", " [517, 4469, 470, 50156, 375],\n", " [517, 4469, 536, 8870, 31],\n", " [517, 4469, 539, 5304, 415, 10299, 413, 11963, 415, 7460, 413, 9350, 442],\n", " [517, 4469, 470, 20596, 344, 18912, 344, 10957, 344, 36354, 344, 17862, 31],\n", " [517,\n", " 4469,\n", " 539,\n", " 5004,\n", " 413,\n", " 8091,\n", " 411,\n", " 9655,\n", " 413,\n", " 9786,\n", " 413,\n", " 9535,\n", " 411,\n", " 7369,\n", " 31],\n", " [517,\n", " 4896,\n", " 918,\n", " 28520,\n", " 337,\n", " 15276,\n", " 337,\n", " 16106,\n", " 337,\n", " 56378,\n", " 337,\n", " 19275,\n", " 337,\n", " 44461,\n", " 337,\n", " 13607,\n", " 337,\n", " 19643,\n", " 337,\n", " 14216,\n", " 24],\n", " [517,\n", " 4469,\n", " 470,\n", " 34066,\n", " 344,\n", " 15054,\n", " 344,\n", " 43333,\n", " 344,\n", " 20181,\n", " 344,\n", " 20592,\n", " 344,\n", " 19609,\n", " 344,\n", " 21728,\n", " 344,\n", " 42933,\n", " 344,\n", " 23961,\n", " 344,\n", " 15185,\n", " 344,\n", " 13436,\n", " 344,\n", " 23307,\n", " 344,\n", " 23480,\n", " 344,\n", " 8828,\n", " 344,\n", " 35489,\n", " 344,\n", " 23872,\n", " 344,\n", " 28871,\n", " 344,\n", " 49817,\n", " 344,\n", " 34586,\n", " 344,\n", " 25320,\n", " 344,\n", " 12418,\n", " 31],\n", " [517, 4469, 465, 8918, 31],\n", " [517,\n", " 4469,\n", " 470,\n", " 22905,\n", " 344,\n", " 21369,\n", " 344,\n", " 19300,\n", " 345,\n", " 25185,\n", " 344,\n", " 16551,\n", " 344,\n", " 60701,\n", " 344,\n", " 24275,\n", " 344,\n", " 14090,\n", " 344,\n", " 27529,\n", " 344,\n", " 21243,\n", " 344,\n", " 57422,\n", " 344,\n", " 8964,\n", " 31],\n", " [517, 4469, 497, 89477, 31],\n", " [517, 4469, 538, 9423, 412, 5997, 31],\n", " [517,\n", " 4896,\n", " 979,\n", " 74705,\n", " 337,\n", " 30068,\n", " 337,\n", " 21000,\n", " 337,\n", " 26810,\n", " 337,\n", " 23739,\n", " 337,\n", " 19115,\n", " 337,\n", " 29830,\n", " 337,\n", " 15363,\n", " 337,\n", " 17570,\n", " 337,\n", " 53535,\n", " 337,\n", " 57648,\n", " 337,\n", " 60546,\n", " 337,\n", " 7151,\n", " 337,\n", " 24979,\n", " 337,\n", " 26235,\n", " 337,\n", " 30424,\n", " 337,\n", " 26021,\n", " 337,\n", " 24435,\n", " 337,\n", " 25209,\n", " 337,\n", " 23574,\n", " 337,\n", " 29215,\n", " 337,\n", " 18489,\n", " 337,\n", " 14169,\n", " 337,\n", " 16827,\n", " 337,\n", " 19527,\n", " 337,\n", " 20626,\n", " 361],\n", " [517, 4469, 470, 25730, 375],\n", " [517, 4469, 470, 12155, 31],\n", " [517, 4469, 539, 7477, 31],\n", " [517, 4469, 470, 16971, 31],\n", " [517, 3678, 1484, 904, 39],\n", " ...]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stream_burst_cdict = dict()\n", "for key,value in stream_burst_train_dict.items():\n", " change_list = burst_list[key].keys()\n", " for i,line in enumerate(value):\n", " change_line = [min(change_list, key=lambda x:abs(x-i)) for i in line]\n", " value[i] = change_line\n", " stream_burst_cdict[key] = value\n", "stream_burst_dict['weibo']" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1 0.951154\n", "28 0.020413\n", "37 0.019198\n", "101 0.003888\n", "108 0.003645\n", "105 0.001215\n", "102 0.000486\n", "dtype: float64" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "burst_start_state = dict()\n", "burst_end_state = dict()\n", "for key,value in stream_burst_cdict.items():\n", " burst_start_state[key] = pd.Series([burst_list[key][x[0]] for x in value]).value_counts()\n", " burst_end_state[key] = pd.Series([burst_list[key][x[-1]] for x in value]).value_counts()\n", " burst_start_state[key] = burst_start_state[key]/burst_start_state[key].sum()\n", " burst_end_state[key] = burst_end_state[key]/burst_end_state[key].sum()\n", "burst_start_state['weibo']" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
0123456789...417418419420421422423424425426
00.0000000.00.0000000.0003670.0000000.0000000.0000000.0000000.0000000.001742...0.0012840.0339330.0012840.0019260.0010090.0016510.0015590.0045850.0007340.001192
10.0000000.00.0000000.7425290.0000000.0000000.0000000.0000000.0000000.083269...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
20.0000000.00.0000000.0005190.0000000.0000000.0000000.0000000.0000000.000519...0.0023360.0363350.0010380.0000000.0018170.0000000.0018170.0041530.0023360.001557
30.0013620.00.0010210.0000000.0000000.4416070.0020430.0020430.0006810.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
40.0000000.00.0000000.0000000.1428570.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
50.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000766...0.0000000.0359880.0038280.0000000.0007660.0000000.0000000.0030630.0000000.000000
60.0000000.00.0000000.0034570.0000000.0000000.0000000.0000000.0000000.012100...0.0025930.0017290.0000000.0000000.0000000.0000000.0008640.0034570.0008640.004322
70.0000000.00.0000000.0012080.0000000.0000000.0000000.0000000.0000000.006039...0.0132850.0024150.0072460.0024150.0000000.0000000.0241550.0326090.0096620.008454
80.0000000.00.0000000.0049940.0000000.0000000.0000000.0000000.0000000.013733...0.0174780.0012480.0099880.0087390.0000000.0000000.0062420.0337080.0099880.013733
90.0388010.00.0035270.0000000.0194000.0000000.0317460.0052910.0123460.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
100.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
110.0000000.00.0000000.0084990.0000000.0000000.0000000.0000000.0000000.000000...0.0226630.0000000.0056660.0056660.0000000.0000000.0198300.0453260.0056660.014164
120.0000000.00.0000000.0031060.0000000.0000000.0000000.0000000.0000000.000000...0.0062110.0217390.0000000.0000000.0000000.0000000.0000000.0000000.0062110.003106
130.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.013889...0.0312500.0000000.0138890.0069440.0000000.0000000.0104170.0347220.0138890.000000
140.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.003922...0.0117650.0000000.0235290.0156860.0000000.0000000.0156860.0862750.0078430.019608
150.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.010000...0.0050000.0000000.0050000.0000000.0000000.0000000.0050000.0400000.0000000.010000
160.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0123460.0000000.0000000.0000000.0000000.0000000.0000000.000000
170.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0186340.0000000.0124220.0000000.0000000.0000000.0000000.0186340.000000
180.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0131580.0131580.0000000.0131580.0000000.0000000.0000000.0328950.0263160.000000
190.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0328950.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
200.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0139860.0000000.0000000.0000000.0000000.0000000.0000000.0000000.013986
210.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
220.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0229010.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
230.0370370.00.0264550.0105820.0793650.0000000.0370370.0687830.0211640.010582...0.0000000.0105820.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
240.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.018349...0.0000000.0000000.0000000.0091740.0000000.0000000.0091740.0000000.0091740.000000
250.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0088500.0088500.0176990.0088500.0000000.0000000.0265490.0353980.0000000.017699
260.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0188680.0000000.0000000.0000000.0000000.0188680.0377360.0188680.009434
270.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
280.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.848485...0.0000000.0000000.0000000.0000000.0000000.0000000.0101010.0000000.0000000.000000
290.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
..................................................................
3970.1538460.00.0769230.0000000.1538460.0000000.0384620.1730770.1346150.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
3980.1975310.00.0864200.0000000.2839510.0000000.0246910.0740740.0987650.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
3990.2258060.00.0537630.0000000.1935480.0000000.0537630.1397850.1182800.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4000.0000000.00.0000000.0000000.1764710.0000000.0000000.2352940.3529410.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4010.0000000.00.0000000.0000000.4761900.0000000.0476190.2857140.0476190.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4020.2941180.00.0294120.0000000.1764710.0000000.0000000.1176470.1470590.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4030.0967740.00.0645160.0000000.1612900.0000000.0000000.0967740.1612900.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4040.0909090.00.2272730.0000000.4090910.0000000.0454550.0909090.0454550.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4050.0416670.00.0000000.0000000.2916670.0000000.0000000.1666670.1666670.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4060.6125650.00.1884820.0000000.0732980.0000000.0314140.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4070.0500000.00.2000000.0000000.2500000.0000000.1000000.0000000.0500000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4080.0000000.00.0400000.0000000.0800000.0000000.0000000.1600000.4400000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4090.2692310.00.1923080.0000000.3076920.0000000.0384620.0769230.0384620.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4100.3142860.00.1142860.0000000.1142860.0000000.0000000.2571430.0857140.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4110.1896550.00.0172410.0000000.1724140.0000000.0000000.1034480.1551720.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4120.1111110.00.0370370.0000000.2962960.0000000.0740740.1481480.2962960.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4130.0952380.00.0952380.0000000.1904760.0000000.0000000.0000000.2380950.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4140.1818180.00.0909090.0000000.5454550.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4150.0555560.00.1666670.0000000.2222220.0000000.1111110.0555560.1111110.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4160.5887570.00.2514790.0000000.0443790.0000000.0325440.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4170.1413040.00.0978260.0000000.2608700.0000000.0326090.1413040.0760870.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4180.6107490.00.2361560.0000000.0863190.0000000.0048860.0065150.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4190.2575760.00.0606060.0000000.2272730.0000000.0000000.1515150.0909090.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4200.4444440.00.0000000.0000000.2444440.0000000.0000000.0666670.0888890.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4210.5714290.00.3809520.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4221.0000000.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4230.1518990.00.0886080.0000000.2531650.0000000.0126580.1645570.1898730.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4240.2227270.00.0681820.0000000.2227270.0000000.0227270.1409090.1090910.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4250.1129030.00.1451610.0000000.1290320.0000000.0161290.1290320.1290320.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
4260.1428570.00.0571430.0000000.2714290.0000000.0571430.1571430.1285710.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000
\n", "

427 rows × 427 columns

\n", "
" ], "text/plain": [ " 0 1 2 3 4 5 6 \\\n", "0 0.000000 0.0 0.000000 0.000367 0.000000 0.000000 0.000000 \n", "1 0.000000 0.0 0.000000 0.742529 0.000000 0.000000 0.000000 \n", "2 0.000000 0.0 0.000000 0.000519 0.000000 0.000000 0.000000 \n", "3 0.001362 0.0 0.001021 0.000000 0.000000 0.441607 0.002043 \n", "4 0.000000 0.0 0.000000 0.000000 0.142857 0.000000 0.000000 \n", "5 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "6 0.000000 0.0 0.000000 0.003457 0.000000 0.000000 0.000000 \n", "7 0.000000 0.0 0.000000 0.001208 0.000000 0.000000 0.000000 \n", "8 0.000000 0.0 0.000000 0.004994 0.000000 0.000000 0.000000 \n", "9 0.038801 0.0 0.003527 0.000000 0.019400 0.000000 0.031746 \n", "10 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "11 0.000000 0.0 0.000000 0.008499 0.000000 0.000000 0.000000 \n", "12 0.000000 0.0 0.000000 0.003106 0.000000 0.000000 0.000000 \n", "13 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "14 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "15 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "16 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "17 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "18 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "19 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "20 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "21 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "22 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "23 0.037037 0.0 0.026455 0.010582 0.079365 0.000000 0.037037 \n", "24 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "25 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "26 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "27 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "28 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "29 0.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", ".. ... ... ... ... ... ... ... \n", "397 0.153846 0.0 0.076923 0.000000 0.153846 0.000000 0.038462 \n", "398 0.197531 0.0 0.086420 0.000000 0.283951 0.000000 0.024691 \n", "399 0.225806 0.0 0.053763 0.000000 0.193548 0.000000 0.053763 \n", "400 0.000000 0.0 0.000000 0.000000 0.176471 0.000000 0.000000 \n", "401 0.000000 0.0 0.000000 0.000000 0.476190 0.000000 0.047619 \n", "402 0.294118 0.0 0.029412 0.000000 0.176471 0.000000 0.000000 \n", "403 0.096774 0.0 0.064516 0.000000 0.161290 0.000000 0.000000 \n", "404 0.090909 0.0 0.227273 0.000000 0.409091 0.000000 0.045455 \n", "405 0.041667 0.0 0.000000 0.000000 0.291667 0.000000 0.000000 \n", "406 0.612565 0.0 0.188482 0.000000 0.073298 0.000000 0.031414 \n", "407 0.050000 0.0 0.200000 0.000000 0.250000 0.000000 0.100000 \n", "408 0.000000 0.0 0.040000 0.000000 0.080000 0.000000 0.000000 \n", "409 0.269231 0.0 0.192308 0.000000 0.307692 0.000000 0.038462 \n", "410 0.314286 0.0 0.114286 0.000000 0.114286 0.000000 0.000000 \n", "411 0.189655 0.0 0.017241 0.000000 0.172414 0.000000 0.000000 \n", "412 0.111111 0.0 0.037037 0.000000 0.296296 0.000000 0.074074 \n", "413 0.095238 0.0 0.095238 0.000000 0.190476 0.000000 0.000000 \n", "414 0.181818 0.0 0.090909 0.000000 0.545455 0.000000 0.000000 \n", "415 0.055556 0.0 0.166667 0.000000 0.222222 0.000000 0.111111 \n", "416 0.588757 0.0 0.251479 0.000000 0.044379 0.000000 0.032544 \n", "417 0.141304 0.0 0.097826 0.000000 0.260870 0.000000 0.032609 \n", "418 0.610749 0.0 0.236156 0.000000 0.086319 0.000000 0.004886 \n", "419 0.257576 0.0 0.060606 0.000000 0.227273 0.000000 0.000000 \n", "420 0.444444 0.0 0.000000 0.000000 0.244444 0.000000 0.000000 \n", "421 0.571429 0.0 0.380952 0.000000 0.000000 0.000000 0.000000 \n", "422 1.000000 0.0 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "423 0.151899 0.0 0.088608 0.000000 0.253165 0.000000 0.012658 \n", "424 0.222727 0.0 0.068182 0.000000 0.222727 0.000000 0.022727 \n", "425 0.112903 0.0 0.145161 0.000000 0.129032 0.000000 0.016129 \n", "426 0.142857 0.0 0.057143 0.000000 0.271429 0.000000 0.057143 \n", "\n", " 7 8 9 ... 417 418 419 \\\n", "0 0.000000 0.000000 0.001742 ... 0.001284 0.033933 0.001284 \n", "1 0.000000 0.000000 0.083269 ... 0.000000 0.000000 0.000000 \n", "2 0.000000 0.000000 0.000519 ... 0.002336 0.036335 0.001038 \n", "3 0.002043 0.000681 0.000000 ... 0.000000 0.000000 0.000000 \n", "4 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "5 0.000000 0.000000 0.000766 ... 0.000000 0.035988 0.003828 \n", "6 0.000000 0.000000 0.012100 ... 0.002593 0.001729 0.000000 \n", "7 0.000000 0.000000 0.006039 ... 0.013285 0.002415 0.007246 \n", "8 0.000000 0.000000 0.013733 ... 0.017478 0.001248 0.009988 \n", "9 0.005291 0.012346 0.000000 ... 0.000000 0.000000 0.000000 \n", "10 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "11 0.000000 0.000000 0.000000 ... 0.022663 0.000000 0.005666 \n", "12 0.000000 0.000000 0.000000 ... 0.006211 0.021739 0.000000 \n", "13 0.000000 0.000000 0.013889 ... 0.031250 0.000000 0.013889 \n", "14 0.000000 0.000000 0.003922 ... 0.011765 0.000000 0.023529 \n", "15 0.000000 0.000000 0.010000 ... 0.005000 0.000000 0.005000 \n", "16 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.012346 \n", "17 0.000000 0.000000 0.000000 ... 0.000000 0.018634 0.000000 \n", "18 0.000000 0.000000 0.000000 ... 0.013158 0.013158 0.000000 \n", "19 0.000000 0.000000 0.000000 ... 0.000000 0.032895 0.000000 \n", "20 0.000000 0.000000 0.000000 ... 0.000000 0.013986 0.000000 \n", "21 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "22 0.000000 0.000000 0.000000 ... 0.000000 0.022901 0.000000 \n", "23 0.068783 0.021164 0.010582 ... 0.000000 0.010582 0.000000 \n", "24 0.000000 0.000000 0.018349 ... 0.000000 0.000000 0.000000 \n", "25 0.000000 0.000000 0.000000 ... 0.008850 0.008850 0.017699 \n", "26 0.000000 0.000000 0.000000 ... 0.000000 0.018868 0.000000 \n", "27 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "28 0.000000 0.000000 0.848485 ... 0.000000 0.000000 0.000000 \n", "29 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", ".. ... ... ... ... ... ... ... \n", "397 0.173077 0.134615 0.000000 ... 0.000000 0.000000 0.000000 \n", "398 0.074074 0.098765 0.000000 ... 0.000000 0.000000 0.000000 \n", "399 0.139785 0.118280 0.000000 ... 0.000000 0.000000 0.000000 \n", "400 0.235294 0.352941 0.000000 ... 0.000000 0.000000 0.000000 \n", "401 0.285714 0.047619 0.000000 ... 0.000000 0.000000 0.000000 \n", "402 0.117647 0.147059 0.000000 ... 0.000000 0.000000 0.000000 \n", "403 0.096774 0.161290 0.000000 ... 0.000000 0.000000 0.000000 \n", "404 0.090909 0.045455 0.000000 ... 0.000000 0.000000 0.000000 \n", "405 0.166667 0.166667 0.000000 ... 0.000000 0.000000 0.000000 \n", "406 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "407 0.000000 0.050000 0.000000 ... 0.000000 0.000000 0.000000 \n", "408 0.160000 0.440000 0.000000 ... 0.000000 0.000000 0.000000 \n", "409 0.076923 0.038462 0.000000 ... 0.000000 0.000000 0.000000 \n", "410 0.257143 0.085714 0.000000 ... 0.000000 0.000000 0.000000 \n", "411 0.103448 0.155172 0.000000 ... 0.000000 0.000000 0.000000 \n", "412 0.148148 0.296296 0.000000 ... 0.000000 0.000000 0.000000 \n", "413 0.000000 0.238095 0.000000 ... 0.000000 0.000000 0.000000 \n", "414 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "415 0.055556 0.111111 0.000000 ... 0.000000 0.000000 0.000000 \n", "416 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "417 0.141304 0.076087 0.000000 ... 0.000000 0.000000 0.000000 \n", "418 0.006515 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "419 0.151515 0.090909 0.000000 ... 0.000000 0.000000 0.000000 \n", "420 0.066667 0.088889 0.000000 ... 0.000000 0.000000 0.000000 \n", "421 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "422 0.000000 0.000000 0.000000 ... 0.000000 0.000000 0.000000 \n", "423 0.164557 0.189873 0.000000 ... 0.000000 0.000000 0.000000 \n", "424 0.140909 0.109091 0.000000 ... 0.000000 0.000000 0.000000 \n", "425 0.129032 0.129032 0.000000 ... 0.000000 0.000000 0.000000 \n", "426 0.157143 0.128571 0.000000 ... 0.000000 0.000000 0.000000 \n", "\n", " 420 421 422 423 424 425 426 \n", "0 0.001926 0.001009 0.001651 0.001559 0.004585 0.000734 0.001192 \n", "1 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "2 0.000000 0.001817 0.000000 0.001817 0.004153 0.002336 0.001557 \n", "3 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "4 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "5 0.000000 0.000766 0.000000 0.000000 0.003063 0.000000 0.000000 \n", "6 0.000000 0.000000 0.000000 0.000864 0.003457 0.000864 0.004322 \n", "7 0.002415 0.000000 0.000000 0.024155 0.032609 0.009662 0.008454 \n", "8 0.008739 0.000000 0.000000 0.006242 0.033708 0.009988 0.013733 \n", "9 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "10 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "11 0.005666 0.000000 0.000000 0.019830 0.045326 0.005666 0.014164 \n", "12 0.000000 0.000000 0.000000 0.000000 0.000000 0.006211 0.003106 \n", "13 0.006944 0.000000 0.000000 0.010417 0.034722 0.013889 0.000000 \n", "14 0.015686 0.000000 0.000000 0.015686 0.086275 0.007843 0.019608 \n", "15 0.000000 0.000000 0.000000 0.005000 0.040000 0.000000 0.010000 \n", "16 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "17 0.012422 0.000000 0.000000 0.000000 0.000000 0.018634 0.000000 \n", "18 0.013158 0.000000 0.000000 0.000000 0.032895 0.026316 0.000000 \n", "19 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "20 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.013986 \n", "21 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "22 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "23 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "24 0.009174 0.000000 0.000000 0.009174 0.000000 0.009174 0.000000 \n", "25 0.008850 0.000000 0.000000 0.026549 0.035398 0.000000 0.017699 \n", "26 0.000000 0.000000 0.000000 0.018868 0.037736 0.018868 0.009434 \n", "27 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "28 0.000000 0.000000 0.000000 0.010101 0.000000 0.000000 0.000000 \n", "29 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", ".. ... ... ... ... ... ... ... \n", "397 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "398 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "399 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "400 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "401 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "402 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "403 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "404 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "405 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "406 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "407 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "408 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "409 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "410 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "411 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "412 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "413 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "414 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "415 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "416 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "417 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "418 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "419 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "420 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "421 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "422 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "423 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "424 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "425 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "426 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "\n", "[427 rows x 427 columns]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#burst transition matrix\n", "burst_transition_matrix = dict()\n", "\n", "for key,value in stream_burst_cdict.items():\n", " shape = (len(burst_list[key]),len(burst_list[key]))\n", " transition = pd.DataFrame(np.zeros(shape))\n", " for line in value:\n", " for i,x in enumerate(line):\n", " if i >= len(line)-1:\n", " break\n", " transition.iloc[burst_list[key][x], burst_list[key][line[i+1]]] += 1\n", " burst_transition_matrix[key] = transition.apply(lambda x:x/x.sum(),axis = 'columns').fillna(0)\n", "burst_transition_matrix['weibo']" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.24955573409390039, 0.44103735973916453, 0.58472149431908549, 0.0, 0.35796481391625612]\n" ] } ], "source": [ "#type markov train\n", "def train_markov(line, start_state, end_state, transition_matrix):\n", " result = 0\n", " try:\n", " result = start_state[line[0]]\n", " #print('s' + str(result))\n", " except Exception:\n", " pass\n", " for i,x in enumerate(line):\n", " if i == len(line)-1:\n", " try:\n", " result *= end_state[line[-1]]\n", " #print('e' + str(result))\n", " except Exception:\n", " result *=0\n", " return pow(result, 1/len(line))\n", " result *= transition_matrix.iloc[x,line[i+1]]\n", " #print(str(x)+','+str(line[i+1])+':'+str(transition_matrix.iloc[x,line[i+1]]))\n", " #print(result)\n", "type_markov_train = dict()\n", "for key,value in stream_type_train_dict.items():\n", " train_data = list()\n", " for line in value:\n", " data = [train_markov(line, type_start_state[k], type_end_state[k], type_transition_matrix[k]) for k in type_start_state.keys()]\n", " train_data.append(data)\n", " type_markov_train[key] = train_data\n", "print(type_markov_train['weibo'][0])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.62848062854950826, 0.51129272045120233, 0.46302666351886079, 0.48990142122777269, 0.43437524038861786]\n" ] } ], "source": [ "#type markov test\n", "type_markov_test = dict()\n", "for key,value in stream_type_test_dict.items():\n", " test_data = list()\n", " for line in value:\n", " data = [train_markov(line, type_start_state[k], type_end_state[k], type_transition_matrix[k]) for k in type_start_state.keys()]\n", " test_data.append(data)\n", " type_markov_test[key] = test_data\n", "print(type_markov_test['weibo'][0])" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[0.0, 0.077603467424714426, 0.0, 0.0, 0.0]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#length markov train\n", "def train_cmarkov(line, start_state, end_state, transition_matrix,key, trans_list):\n", " #print(key)\n", " line = [min(trans_list, key=lambda x:abs(x-i)) for i in line]\n", " #print(line)\n", " result = 0\n", " try:\n", " result = start_state[trans_list[line[0]]]\n", " #print('s' + str(result))\n", " except Exception:\n", " pass\n", " for i,x in enumerate(line):\n", " if i == len(line)-1:\n", " try:\n", " result *= end_state[trans_list[line[-1]]]\n", " #print('e' + ','+str(result))\n", " except Exception:\n", " #print('e')\n", " result *=0\n", " return pow(result, 1/len(line))\n", " result *= transition_matrix.iloc[trans_list[x],trans_list[line[i+1]]]\n", " #print(str(trans_list[x])+','+str(trans_list[line[i+1]])+':'+str(transition_matrix.iloc[trans_list[x],trans_list[line[i+1]]]))\n", " #print(result)\n", "length_markov_train = dict()\n", "for key,value in stream_length_train_dict.items():\n", " train_data = list()\n", " #print(key)\n", " for line in value:\n", " #print(line)\n", " #data_c = train_cmarkov(line, length_start_state[key], length_end_state[key], length_transition_matrix[key], key, length_list[key])\n", " data = [train_cmarkov(line, length_start_state[k], length_end_state[k], length_transition_matrix[k], k, length_list[k]) for k in length_start_state.keys()]\n", " train_data.append(data)\n", " length_markov_train[key] = train_data\n", "length_markov_train['weibo'][0]" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[0.20244355853008852, 0.079641859087047087, 0.0, 0.0, 0.12180917473163998]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "length_markov_test = dict()\n", "for key,value in stream_length_test_dict.items():\n", " test_data = list()\n", " #print(key)\n", " for line in value:\n", " #print(line)\n", " #data_c = test_cmarkov(line, lengthf_start_state[key], length_end_state[key], length_transition_matrix[key], key, length_list[key])\n", " data = [train_cmarkov(line, length_start_state[k], length_end_state[k], length_transition_matrix[k], k, length_list[k]) for k in length_start_state.keys()]\n", " test_data.append(data)\n", " length_markov_test[key] = test_data\n", "length_markov_test['weibo'][0]" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.0, 0.013140346002108845, 0.0, 0.0, 0.024239736243920267]\n" ] } ], "source": [ "burst_markov_train = dict()\n", "for key,value in stream_burst_train_dict.items():\n", " train_data = list()\n", " #print(key)\n", " for line in value:\n", " #print(line)\n", " #data_c = train_cmarkov(line, burst_start_state[key], burst_end_state[key], burst_transition_matrix[key], key, burst_list[key])\n", " data = [train_cmarkov(line, burst_start_state[k], burst_end_state[k], burst_transition_matrix[k], k, burst_list[k]) for k in burst_start_state.keys()]\n", " train_data.append(data)\n", " burst_markov_train[key] = train_data\n", "print(burst_markov_train['weibo'][0])" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.0, 0.0039926679087497682, 0.018755715257705297, 0.0, 0.040360798721796549]\n", "end2\n" ] } ], "source": [ "burst_markov_test = dict()\n", "for key,value in stream_burst_test_dict.items():\n", " test_data = list()\n", " #print(key)\n", " for line in value:\n", " #print(line)\n", " #data_c = test_cmarkov(line, burst_start_state[key], burst_end_state[key], burst_transition_matrix[key], key, burst_list[key])\n", " data = [train_cmarkov(line, burst_start_state[k], burst_end_state[k], burst_transition_matrix[k], k, burst_list[k]) for k in burst_start_state.keys()]\n", " test_data.append(data)\n", " burst_markov_test[key] = test_data\n", "print(burst_markov_test['weibo'][0])\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "train_path = root_dir + 'Experiment/MarkovModel/CsvFile/' + date + '/train.csv'\n", "train_data_dict = dict()\n", "for key,value in type_markov_train.items():\n", " data = pd.concat([pd.DataFrame(value),pd.DataFrame(length_markov_train[key]), pd.DataFrame(burst_markov_train[key])], axis=1)\n", " data['label'] = key\n", " train_data_dict[key] = data\n", "train_data_df = pd.concat([value for value in train_data_dict.values()],axis=0)\n", "train_data_df.to_csv(train_path)\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "end2\n" ] } ], "source": [ "test_path = root_dir + 'Experiment/MarkovModel/CsvFile/' + date + '/test.csv'\n", "test_data_dict = dict()\n", "for key,value in type_markov_test.items():\n", " data = pd.concat([pd.DataFrame(value),pd.DataFrame(length_markov_test[key]), pd.DataFrame(burst_markov_test[key])], axis=1)\n", " data['label'] = key\n", " test_data_dict[key] = data\n", "test_data_df = pd.concat([value for value in test_data_dict.values()],axis=0)\n", "test_data_df.to_csv(test_path)\n", "print('end2')" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.80449678800856528" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#randomforest\n", "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.metrics import accuracy_score\n", "from sklearn.svm import SVC\n", "x_train = train_data_df.iloc[:,0:5].values.copy()\n", "y_train = train_data_df.iloc[:,-1].values.copy()\n", "classifer = RandomForestClassifier()\n", "classifer.fit(x_train,y_train)\n", "x_test = test_data_df.iloc[:,0:5].values.copy()\n", "y_test = test_data_df.iloc[:,-1].values.copy()\n", "y_pred = classifer.predict(x_test)\n", "accuracy_score(y_test, y_pred)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.2" } }, "nbformat": 4, "nbformat_minor": 2 }