

In [2]:

    
import networkx as nx
%matplotlib inline

Outline:

plotting nodes/edges
graph layouts
colors
plotting with edge/node attributes

Plotting nodes and edges



In [3]:

    
G = nx.Graph()                               #create a graph
G.add_nodes_from([0,1,2,3])                  #add some nodes
G.add_edges_from([(0,1),(1,2),(2,3),(3,0)])  #add some edges
pos = {0:[1,1],1:[1,2],2:[2,3],3:[3,2]}      #dictionary of positions



In [4]:

    
nx.draw_networkx(G,pos)     #plot edges as lines, nodes as dots + labels



In [5]:

    
nx.draw_networkx_nodes(G,pos)     #plot only the nodes









    Out[5]:





<matplotlib.collections.PathCollection at 0x7fe7d4ab3630>



In [6]:

    
nx.draw_networkx_edges(G,pos)    #plot only the edges









    Out[6]:





<matplotlib.collections.LineCollection at 0x7fe7d4a93e10>

Graph layouts

Creating a position-dictionary each time is tedious. Sometimes graphs don't even have a geometry to use. Thankfully NetworkX provides us with some standard layouts to plot graphs.

circular_layout - positions nodes on a circle
random_layout - chooses random but uniform positions in a unit square
shell_layout - positions nodes in concentric circles
spring_layout - few crossings, edges of more or less equal length
spectral_layout - uses eigenvectors of the graphs laplacian as coordinates



In [7]:

    
#random graph with edge probability of 0.3
G = nx.gnp_random_graph(20,0.3)



In [9]:

    
pos_circular = nx.circular_layout(G)
nx.draw_networkx(G,pos_circular)
print(pos_circular)









    



{0: array([ 1.,  0.]), 1: array([ 0.95105652,  0.30901699]), 2: array([ 0.80901699,  0.58778525]), 3: array([ 0.58778525,  0.80901699]), 4: array([ 0.30901699,  0.95105652]), 5: array([  6.12323400e-17,   1.00000000e+00]), 6: array([-0.30901699,  0.95105652]), 7: array([-0.58778525,  0.80901699]), 8: array([-0.80901699,  0.58778525]), 9: array([-0.95105652,  0.30901699]), 10: array([ -1.00000000e+00,   1.22464680e-16]), 11: array([-0.95105652, -0.30901699]), 12: array([-0.80901699, -0.58778525]), 13: array([-0.58778525, -0.80901699]), 14: array([-0.30901699, -0.95105652]), 15: array([ -1.83697020e-16,  -1.00000000e+00]), 16: array([ 0.30901699, -0.95105652]), 17: array([ 0.58778525, -0.80901699]), 18: array([ 0.80901699, -0.58778525]), 19: array([ 0.95105652, -0.30901699])}



In [10]:

    
pos_random = nx.random_layout(G)
nx.draw(G,pos_random)



In [12]:

    
pos_shell = nx.shell_layout(G)
nx.draw(G,pos_shell)



In [13]:

    
pos_spring = nx.spring_layout(G)
nx.draw(G,pos_spring)



In [14]:

    
pos_spectral = nx.spectral_layout(G)
nx.draw(G,pos_spectral)

Draw only specific nodes

Now we want to plot only the nodes [3,4,5,6] and all edges connected to them



In [15]:

    
nodes = [3,4,5,6]
edges = [e for e in G.edges() if e[0] in nodes or e[1] in nodes]
nx.draw_networkx_nodes(G,pos_spring, nodelist=nodes)
nx.draw_networkx_edges(G,pos_spring,edgelist=edges)









    Out[15]:





<matplotlib.collections.LineCollection at 0x7fe7cefe2d68>

Colors

Nearly all of matplotlib's options for color, transparency etc. can be used via NetworkX's draw-functions:

modify node size and shape via the keyword-arguments node_size and node_shape
modify node color via node_color or providing a cmap
modify edge width and style via width and style
modify edge color via edge_color and edge_cmap
modify transparency via alpha

colorful example



In [17]:

    
import matplotlib.pyplot as plt
G = nx.gnp_random_graph(30,0.15)
pos = nx.circular_layout(G)
blues = plt.cm.Blues
reds = plt.cm.hot
nx.draw_networkx_nodes(G,pos,node_color=range(30),cmap=blues)
nx.draw_networkx_edges(G,pos,edge_color=range(len(G.edges())),edge_cmap=reds,width=3)









    Out[17]:





<matplotlib.collections.LineCollection at 0x7fe7cee8a828>

Plotting with node/edge attributes

We can store attrobutes for nodes and edges by assigning vaules in the node/edge dictionaries, remember?



In [19]:

    
G = nx.Graph()
G.add_nodes_from([1,2,3,4])
G.node[1]['mood'] = 'happy'
G.node[2]['mood'] = 'sad'
G.node[3]['mood'] = 'bored'
G.node[4]['x'] = 2.0



In [20]:

    
G.node[1]['mood']









    Out[20]:





'happy'



In [22]:

    
G.node[4]['x']









    Out[22]:





2.0



In [25]:

    
G = nx.read_graphml("../data/visualization/medium_graph.xml")
print(len(G.nodes()))



In [7]:

    
G.nodes(data=True)









    Out[7]:





[('2300', {'conductivity': 10.0, 'x': 698.200012207, 'y': 781.599975586}),
 ('687', {'conductivity': 7.0, 'x': 416.5, 'y': 821.0}),
 ('4825', {'conductivity': 9.0, 'x': 826.299987793, 'y': 582.0}),
 ('3911', {'conductivity': 6.0, 'x': 1018.0, 'y': 1046.0}),
 ('4884', {'conductivity': 7.0, 'x': 915.0, 'y': 493.5}),
 ('5436', {'conductivity': 7.0, 'x': 1150.5, 'y': 438.5}),
 ('2327', {'conductivity': 6.0, 'x': 737.5, 'y': 722.0}),
 ('5495', {'conductivity': 7.0, 'x': 1035.0, 'y': 401.5}),
 ('732', {'conductivity': 6.0, 'x': 557.5, 'y': 1338.5}),
 ('4180', {'conductivity': 5.0, 'x': 1142.5, 'y': 913.0}),
 ('1648', {'conductivity': 6.0, 'x': 495.0, 'y': 684.5}),
 ('5504', {'conductivity': 6.0, 'x': 1053.0, 'y': 420.5}),
 ('4982', {'conductivity': 7.0, 'x': 819.0, 'y': 252.0}),
 ('1343', {'conductivity': 6.0, 'x': 681.5, 'y': 854.5}),
 ('5158', {'conductivity': 6.0, 'x': 993.5, 'y': 779.0}),
 ('773', {'conductivity': 7.0, 'x': 608.5, 'y': 1361.0}),
 ('4945', {'conductivity': 6.0, 'x': 854.0, 'y': 446.5}),
 ('993', {'conductivity': 7.0, 'x': 712.0, 'y': 1274.0}),
 ('3280', {'conductivity': 8.0, 'x': 776.0, 'y': 933.0}),
 ('978', {'conductivity': 7.0, 'x': 656.5, 'y': 1254.0}),
 ('1231', {'conductivity': 6.0, 'x': 702.0, 'y': 961.0}),
 ('186', {'conductivity': 7.0, 'x': 467.0, 'y': 1281.0}),
 ('2054', {'conductivity': 7.0, 'x': 489.0, 'y': 385.5}),
 ('4234', {'conductivity': 7.0, 'x': 1232.0, 'y': 927.5}),
 ('4710', {'conductivity': 6.0, 'x': 801.0, 'y': 471.5}),
 ('1442', {'conductivity': 7.0, 'x': 260.5, 'y': 727.5}),
 ('3269', {'conductivity': 6.0, 'x': 775.0, 'y': 953.5}),
 ('2138', {'conductivity': 8.0, 'x': 618.0, 'y': 753.5}),
 ('2402', {'conductivity': 6.0, 'x': 739.5, 'y': 666.5}),
 ('860', {'conductivity': 6.0, 'x': 589.5, 'y': 1271.5}),
 ('4181', {'conductivity': 4.0, 'x': 1148.5, 'y': 915.5}),
 ('3235', {'conductivity': 9.0, 'x': 749.0, 'y': 975.75}),
 ('4356', {'conductivity': 5.0, 'x': 778.5, 'y': 743.0}),
 ('5634', {'conductivity': 7.0, 'x': 1170.0, 'y': 447.5}),
 ('36', {'conductivity': 6.0, 'x': 365.5, 'y': 1153.5}),
 ('1500', {'conductivity': 6.0, 'x': 270.0, 'y': 678.0}),
 ('1391', {'conductivity': 6.0, 'x': 720.0, 'y': 797.5}),
 ('4292', {'conductivity': 6.0, 'x': 759.5, 'y': 755.5}),
 ('4456', {'conductivity': 6.0, 'x': 866.5, 'y': 849.5}),
 ('4266', {'conductivity': 6.0, 'x': 778.0, 'y': 878.0}),
 ('5498', {'conductivity': 7.0, 'x': 1093.5, 'y': 427.0}),
 ('923', {'conductivity': 6.0, 'x': 735.5, 'y': 1398.0}),
 ('4583', {'conductivity': 6.0, 'x': 868.0, 'y': 714.0}),
 ('3180', {'conductivity': 6.0, 'x': 805.5, 'y': 988.5}),
 ('622', {'conductivity': 7.0, 'x': 373.399993896, 'y': 899.599975586}),
 ('5145', {'conductivity': 5.0, 'x': 1102.5, 'y': 839.5}),
 ('3892', {'conductivity': 6.0, 'x': 1035.0, 'y': 1065.0}),
 ('5273', {'conductivity': 6.0, 'x': 1161.0, 'y': 820.5}),
 ('2505', {'conductivity': 6.0, 'x': 587.5, 'y': 467.5}),
 ('3504', {'conductivity': 6.0, 'x': 957.0, 'y': 911.5}),
 ('2024', {'conductivity': 7.0, 'x': 460.5, 'y': 361.5}),
 ('4290', {'conductivity': 6.0, 'x': 773.5, 'y': 772.0}),
 ('4194', {'conductivity': 5.0, 'x': 1183.0, 'y': 909.5}),
 ('4171', {'conductivity': 7.0, 'x': 1152.0, 'y': 985.0}),
 ('1660', {'conductivity': 6.0, 'x': 404.5, 'y': 661.0}),
 ('5180', {'conductivity': 5.0, 'x': 1108.5, 'y': 884.5}),
 ('2045', {'conductivity': 6.0, 'x': 484.5, 'y': 412.5}),
 ('2519', {'conductivity': 7.0, 'x': 556.0, 'y': 344.5}),
 ('863', {'conductivity': 5.0, 'x': 646.0, 'y': 1361.5}),
 ('2446', {'conductivity': 9.0, 'x': 531.5, 'y': 574.5}),
 ('5240', {'conductivity': 7.0, 'x': 1236.0, 'y': 899.5}),
 ('3541', {'conductivity': 7.0, 'x': 1019.0, 'y': 1392.0}),
 ('3145', {'conductivity': 6.0, 'x': 791.0, 'y': 1056.5}),
 ('3169', {'conductivity': 9.0, 'x': 814.200012207, 'y': 997.099975586}),
 ('4838', {'conductivity': 7.0, 'x': 828.5, 'y': 514.0}),
 ('1594', {'conductivity': 7.0, 'x': 383.0, 'y': 728.0}),
 ('786', {'conductivity': 5.0, 'x': 573.0, 'y': 1286.0}),
 ('2213', {'conductivity': 8.0, 'x': 563.5, 'y': 663.5}),
 ('1106', {'conductivity': 7.0, 'x': 592.5, 'y': 1159.0}),
 ('660', {'conductivity': 7.0, 'x': 441.5, 'y': 953.5}),
 ('4191', {'conductivity': 5.0, 'x': 1176.5, 'y': 915.0}),
 ('5033', {'conductivity': 7.0, 'x': 966.5, 'y': 865.0}),
 ('2690', {'conductivity': 6.0, 'x': 639.0, 'y': 301.5}),
 ('1674', {'conductivity': 7.0, 'x': 414.5, 'y': 641.5}),
 ('5683', {'conductivity': 7.0, 'x': 1232.0, 'y': 582.5}),
 ('4055', {'conductivity': 6.0, 'x': 1093.0, 'y': 948.0}),
 ('2892', {'conductivity': 7.0, 'x': 772.0, 'y': 1235.0}),
 ('4793', {'conductivity': 6.0, 'x': 808.5, 'y': 281.0}),
 ('969', {'conductivity': 6.0, 'x': 683.5, 'y': 1266.0}),
 ('5581', {'conductivity': 7.0, 'x': 1290.0, 'y': 710.0}),
 ('1058', {'conductivity': 6.0, 'x': 541.0, 'y': 1104.0}),
 ('323', {'conductivity': 6.0, 'x': 481.5, 'y': 1104.0}),
 ('1797', {'conductivity': 5.0, 'x': 391.0, 'y': 591.0}),
 ('1250', {'conductivity': 7.0, 'x': 687.0, 'y': 907.5}),
 ('4547', {'conductivity': 6.0, 'x': 837.5, 'y': 729.0}),
 ('1729', {'conductivity': 7.0, 'x': 434.0, 'y': 607.0}),
 ('1435', {'conductivity': 8.0, 'x': 257.0, 'y': 736.5}),
 ('5576', {'conductivity': 7.0, 'x': 1258.0, 'y': 689.0}),
 ('1105', {'conductivity': 6.0, 'x': 586.5, 'y': 1154.5}),
 ('3674', {'conductivity': 8.0, 'x': 1055.5, 'y': 1188.0}),
 ('4759', {'conductivity': 6.0, 'x': 785.0, 'y': 417.5}),
 ('693', {'conductivity': 6.0, 'x': 364.0, 'y': 955.0}),
 ('3415', {'conductivity': 6.0, 'x': 954.5, 'y': 1045.0}),
 ('2340', {'conductivity': 6.0, 'x': 740.5, 'y': 727.0}),
 ('155', {'conductivity': 5.0, 'x': 415.0, 'y': 1062.0}),
 ('265', {'conductivity': 5.0, 'x': 476.0, 'y': 1124.0}),
 ('3217', {'conductivity': 7.0, 'x': 816.0, 'y': 1010.0}),
 ('621', {'conductivity': 5.0, 'x': 361.5, 'y': 890.5}),
 ('127', {'conductivity': 5.0, 'x': 352.5, 'y': 1092.5}),
 ('597', {'conductivity': 7.0, 'x': 454.0, 'y': 980.5}),
 ('337', {'conductivity': 6.0, 'x': 505.5, 'y': 1059.5}),
 ('4806', {'conductivity': 3.0, 'x': 819.5, 'y': 624.5}),
 ('3396', {'conductivity': 6.0, 'x': 959.0, 'y': 1053.0}),
 ('321', {'conductivity': 7.0, 'x': 481.5, 'y': 1103.0}),
 ('5491', {'conductivity': 7.0, 'x': 1032.0, 'y': 356.5}),
 ('5248', {'conductivity': 7.0, 'x': 1237.0, 'y': 896.5}),
 ('750', {'conductivity': 8.0, 'x': 637.599975586, 'y': 1371.3999939}),
 ('1545', {'conductivity': 5.0, 'x': 347.5, 'y': 669.5}),
 ('611', {'conductivity': 7.0, 'x': 384.5, 'y': 948.0}),
 ('2416', {'conductivity': 7.0, 'x': 727.5, 'y': 634.0}),
 ('887', {'conductivity': 5.0, 'x': 655.5, 'y': 1339.5}),
 ('948', {'conductivity': 7.0, 'x': 742.5, 'y': 1283.5}),
 ('2795', {'conductivity': 7.0, 'x': 764.200012207, 'y': 1287.6000061}),
 ('567', {'conductivity': 7.0, 'x': 472.5, 'y': 1009.5}),
 ('5106', {'conductivity': 6.0, 'x': 935.5, 'y': 790.0}),
 ('5589', {'conductivity': 7.0, 'x': 1220.0, 'y': 705.0}),
 ('5500', {'conductivity': 9.0, 'x': 1043.80004883, 'y': 417.699951172}),
 ('4449', {'conductivity': 6.0, 'x': 856.5, 'y': 838.0}),
 ('3010', {'conductivity': 7.0, 'x': 974.5, 'y': 1400.25}),
 ('1718', {'conductivity': 7.0, 'x': 437.5, 'y': 663.5}),
 ('4534', {'conductivity': 6.0, 'x': 831.0, 'y': 739.5}),
 ('161', {'conductivity': 5.0, 'x': 427.0, 'y': 1057.5}),
 ('3228', {'conductivity': 6.0, 'x': 845.5, 'y': 1026.5}),
 ('2314', {'conductivity': 6.0, 'x': 709.5, 'y': 764.0}),
 ('1710', {'conductivity': 6.0, 'x': 486.5, 'y': 667.0}),
 ('2935', {'conductivity': 7.0, 'x': 898.75, 'y': 1091.0}),
 ('4342', {'conductivity': 6.0, 'x': 784.0, 'y': 776.0}),
 ('3302', {'conductivity': 6.0, 'x': 854.0, 'y': 950.5}),
 ('3817', {'conductivity': 6.0, 'x': 1097.5, 'y': 1115.5}),
 ('5102', {'conductivity': 6.0, 'x': 956.0, 'y': 814.0}),
 ('5103', {'conductivity': 7.0, 'x': 958.0, 'y': 820.5}),
 ('922', {'conductivity': 7.0, 'x': 714.0, 'y': 1394.0}),
 ('4243', {'conductivity': 6.0, 'x': 1172.0, 'y': 1114.0}),
 ('3307', {'conductivity': 9.0, 'x': 817.5, 'y': 926.5}),
 ('2642', {'conductivity': 6.0, 'x': 717.0, 'y': 588.5}),
 ('525', {'conductivity': 6.0, 'x': 403.5, 'y': 1003.5}),
 ('2309', {'conductivity': 7.0, 'x': 701.0, 'y': 750.5}),
 ('1827', {'conductivity': 7.0, 'x': 348.5, 'y': 507.5}),
 ('5046', {'conductivity': 6.0, 'x': 1018.0, 'y': 891.5}),
 ('116', {'conductivity': 7.0, 'x': 313.0, 'y': 1045.5}),
 ('5235', {'conductivity': 5.0, 'x': 1181.0, 'y': 893.5}),
 ('416', {'conductivity': 5.0, 'x': 288.0, 'y': 961.5}),
 ('1653', {'conductivity': 7.0, 'x': 491.5, 'y': 678.5}),
 ('1452', {'conductivity': 7.0, 'x': 262.0, 'y': 715.0}),
 ('1474', {'conductivity': 5.0, 'x': 312.0, 'y': 765.5}),
 ('4789', {'conductivity': 8.0, 'x': 795.799987793, 'y': 262.400024414}),
 ('1053', {'conductivity': 7.0, 'x': 558.0, 'y': 1193.5}),
 ('106', {'conductivity': 5.0, 'x': 338.0, 'y': 1095.5}),
 ('3356', {'conductivity': 7.0, 'x': 867.5, 'y': 1046.0}),
 ('2593', {'conductivity': 8.0, 'x': 591.400024414, 'y': 370.199951172}),
 ('5135', {'conductivity': 6.0, 'x': 994.0, 'y': 847.0}),
 ('5090', {'conductivity': 6.0, 'x': 945.5, 'y': 799.5}),
 ('2622', {'conductivity': 5.0, 'x': 658.0, 'y': 556.5}),
 ('3052', {'conductivity': 7.0, 'x': 958.5, 'y': 1239.0}),
 ('2444', {'conductivity': 6.0, 'x': 553.5, 'y': 597.5}),
 ('1354', {'conductivity': 6.0, 'x': 698.5, 'y': 844.5}),
 ('4770', {'conductivity': 6.0, 'x': 796.5, 'y': 433.0}),
 ('5564', {'conductivity': 7.0, 'x': 1208.5, 'y': 617.0}),
 ('667', {'conductivity': 6.0, 'x': 435.5, 'y': 941.5}),
 ('5678', {'conductivity': 7.0, 'x': 1218.0, 'y': 573.0}),
 ('5608', {'conductivity': 7.0, 'x': 1228.5, 'y': 667.5}),
 ('3689', {'conductivity': 7.0, 'x': 1038.5, 'y': 1175.0}),
 ('339', {'conductivity': 6.0, 'x': 506.5, 'y': 1062.5}),
 ('3439', {'conductivity': 6.0, 'x': 908.0, 'y': 1011.0}),
 ('2334', {'conductivity': 6.0, 'x': 748.5, 'y': 741.0}),
 ('1904', {'conductivity': 7.0, 'x': 433.0, 'y': 397.0}),
 ('4003', {'conductivity': 6.0, 'x': 1047.0, 'y': 922.0}),
 ('1937', {'conductivity': 5.0, 'x': 439.0, 'y': 509.5}),
 ('3423', {'conductivity': 6.0, 'x': 917.0, 'y': 1015.0}),
 ('505', {'conductivity': 5.0, 'x': 321.5, 'y': 871.5}),
 ('1990', {'conductivity': 7.0, 'x': 497.5, 'y': 523.5}),
 ('4780', {'conductivity': 6.0, 'x': 801.5, 'y': 304.5}),
 ('495', {'conductivity': 5.0, 'x': 351.0, 'y': 886.0}),
 ('4569', {'conductivity': 9.0, 'x': 863.400024414, 'y': 702.450012207}),
 ('4819', {'conductivity': 6.0, 'x': 832.0, 'y': 589.0}),
 ('2952', {'conductivity': 6.0, 'x': 932.0, 'y': 1163.5}),
 ('1035', {'conductivity': 5.0, 'x': 540.5, 'y': 1198.5}),
 ('3955', {'conductivity': 6.0, 'x': 1099.5, 'y': 1006.0}),
 ('2471', {'conductivity': 7.0, 'x': 535.5, 'y': 520.0}),
 ('1098', {'conductivity': 7.0, 'x': 637.0, 'y': 1183.5}),
 ('5509', {'conductivity': 7.0, 'x': 1042.0, 'y': 324.5}),
 ('3864', {'conductivity': 7.0, 'x': 1174.0, 'y': 1129.5}),
 ('2427', {'conductivity': 6.0, 'x': 707.5, 'y': 790.0}),
 ('4207', {'conductivity': 6.0, 'x': 1183.0, 'y': 988.0}),
 ('2647', {'conductivity': 6.0, 'x': 744.5, 'y': 608.0}),
 ('4134', {'conductivity': 6.0, 'x': 1187.5, 'y': 1030.0}),
 ('764', {'conductivity': 7.0, 'x': 583.0, 'y': 1351.0}),
 ('2743', {'conductivity': 7.0, 'x': 706.0, 'y': 291.0}),
 ('4799', {'conductivity': 7.0, 'x': 809.5, 'y': 255.0}),
 ('731', {'conductivity': 6.0, 'x': 551.5, 'y': 1335.5}),
 ('2691', {'conductivity': 6.0, 'x': 606.5, 'y': 292.0}),
 ('726', {'conductivity': 5.0, 'x': 546.5, 'y': 1318.0}),
 ('1969', {'conductivity': 9.0, 'x': 494.0, 'y': 564.5}),
 ('4973', {'conductivity': 6.0, 'x': 854.0, 'y': 325.5}),
 ('5617', {'conductivity': 7.0, 'x': 1178.0, 'y': 592.0}),
 ('556', {'conductivity': 7.0, 'x': 389.5, 'y': 963.0}),
 ('514', {'conductivity': 5.0, 'x': 352.5, 'y': 791.0}),
 ('3843', {'conductivity': 7.0, 'x': 1172.5, 'y': 1178.0}),
 ('2368', {'conductivity': 6.0, 'x': 626.5, 'y': 639.5}),
 ('4015', {'conductivity': 7.0, 'x': 1064.0, 'y': 972.5}),
 ('5413', {'conductivity': 7.0, 'x': 1154.0, 'y': 441.0}),
 ('4303', {'conductivity': 6.0, 'x': 791.0, 'y': 885.5}),
 ('4893', {'conductivity': 6.0, 'x': 840.0, 'y': 479.5}),
 ('4855', {'conductivity': 6.0, 'x': 842.0, 'y': 569.5}),
 ('3705', {'conductivity': 5.0, 'x': 1061.5, 'y': 1362.0}),
 ('2142', {'conductivity': 9.0, 'x': 573.75, 'y': 727.900024414}),
 ('872', {'conductivity': 5.0, 'x': 650.0, 'y': 1353.5}),
 ('617', {'conductivity': 6.0, 'x': 379.5, 'y': 935.5}),
 ('2355', {'conductivity': 6.0, 'x': 664.5, 'y': 701.0}),
 ('4923', {'conductivity': 6.0, 'x': 832.0, 'y': 305.5}),
 ('1043', {'conductivity': 7.0, 'x': 541.5, 'y': 1178.0}),
 ('5216', {'conductivity': 5.0, 'x': 1151.0, 'y': 865.5}),
 ('2990', {'conductivity': 7.0, 'x': 948.0, 'y': 1288.0}),
 ('3265', {'conductivity': 6.0, 'x': 756.0, 'y': 924.5}),
 ('3629', {'conductivity': 7.0, 'x': 1006.0, 'y': 1146.0}),
 ('3377', {'conductivity': 8.0, 'x': 929.700012207, 'y': 1073.20001221}),
 ('3697', {'conductivity': 7.0, 'x': 1048.5, 'y': 1184.5}),
 ('4374', {'conductivity': 6.0, 'x': 758.0, 'y': 637.0}),
 ('5659', {'conductivity': 7.0, 'x': 1232.5, 'y': 584.0}),
 ('68', {'conductivity': 5.0, 'x': 401.5, 'y': 1160.5}),
 ('1211', {'conductivity': 8.0, 'x': 668.0, 'y': 835.0}),
 ('27', {'conductivity': 7.0, 'x': 357.0, 'y': 1138.0}),
 ('5620', {'conductivity': 7.0, 'x': 1187.0, 'y': 588.0}),
 ('1015', {'conductivity': 7.0, 'x': 711.5, 'y': 1209.5}),
 ('4244', {'conductivity': 6.0, 'x': 1034.0, 'y': 905.0}),
 ('4708', {'conductivity': 6.0, 'x': 801.5, 'y': 452.5}),
 ('5525', {'conductivity': 7.0, 'x': 1187.0, 'y': 708.5}),
 ('1103', {'conductivity': 6.0, 'x': 606.0, 'y': 1169.5}),
 ('2447', {'conductivity': 7.0, 'x': 546.0, 'y': 592.0}),
 ('5623', {'conductivity': 6.0, 'x': 1187.0, 'y': 609.5}),
 ('3802', {'conductivity': 6.0, 'x': 1060.0, 'y': 1142.5}),
 ('2271', {'conductivity': 7.0, 'x': 661.5, 'y': 775.0}),
 ('1858', {'conductivity': 6.0, 'x': 393.0, 'y': 448.5}),
 ('2885', {'conductivity': 6.0, 'x': 797.5, 'y': 1240.5}),
 ('994', {'conductivity': 6.0, 'x': 720.0, 'y': 1276.5}),
 ('2206', {'conductivity': 6.0, 'x': 559.5, 'y': 625.0}),
 ('2173', {'conductivity': 7.0, 'x': 518.5, 'y': 683.0}),
 ('1060', {'conductivity': 7.0, 'x': 519.0, 'y': 1078.0}),
 ('3725', {'conductivity': 7.0, 'x': 1066.5, 'y': 1254.5}),
 ('1195', {'conductivity': 7.0, 'x': 623.0, 'y': 829.0}),
 ('5230', {'conductivity': 4.0, 'x': 1173.5, 'y': 880.5}),
 ('662', {'conductivity': 7.0, 'x': 428.0, 'y': 918.5}),
 ('3443', {'conductivity': 8.0, 'x': 884.5, 'y': 1003.5}),
 ('795', {'conductivity': 5.0, 'x': 573.0, 'y': 1286.0}),
 ('997', {'conductivity': 6.0, 'x': 706.5, 'y': 1272.5}),
 ('75', {'conductivity': 5.0, 'x': 414.5, 'y': 1154.5}),
 ('1470', {'conductivity': 5.0, 'x': 330.0, 'y': 776.5}),
 ('5533', {'conductivity': 6.0, 'x': 1193.0, 'y': 702.5}),
 ('4152', {'conductivity': 8.0, 'x': 1140.5, 'y': 988.900024414}),
 ('3068', {'conductivity': 6.0, 'x': 934.5, 'y': 1093.5}),
 ('4655', {'conductivity': 6.0, 'x': 784.0, 'y': 523.5}),
 ('1016', {'conductivity': 7.0, 'x': 702.5, 'y': 1207.0}),
 ('763', {'conductivity': 7.0, 'x': 594.5, 'y': 1355.0}),
 ('4312', {'conductivity': 6.0, 'x': 818.5, 'y': 796.0}),
 ('5489', {'conductivity': 6.0, 'x': 1037.5, 'y': 405.0}),
 ('314', {'conductivity': 6.0, 'x': 514.5, 'y': 1151.5}),
 ('2400', {'conductivity': 9.0, 'x': 745.0, 'y': 651.299987793}),
 ('4462', {'conductivity': 7.0, 'x': 873.0, 'y': 861.0}),
 ('3601', {'conductivity': 5.0, 'x': 1045.5, 'y': 1340.0}),
 ('4495', {'conductivity': 6.0, 'x': 884.5, 'y': 886.5}),
 ('5038', {'conductivity': 8.0, 'x': 1014.59997559, 'y': 886.900024414}),
 ('2072', {'conductivity': 6.0, 'x': 498.5, 'y': 356.5}),
 ('4658', {'conductivity': 6.0, 'x': 785.5, 'y': 581.0}),
 ('3401', {'conductivity': 6.0, 'x': 987.5, 'y': 1080.5}),
 ('2882', {'conductivity': 7.0, 'x': 836.5, 'y': 1243.0}),
 ('2536', {'conductivity': 7.0, 'x': 525.5, 'y': 312.5}),
 ('4582', {'conductivity': 6.0, 'x': 871.0, 'y': 722.5}),
 ('1549', {'conductivity': 4.0, 'x': 349.5, 'y': 671.5}),
 ('4144', {'conductivity': 7.0, 'x': 1214.0, 'y': 1012.0}),
 ('4918', {'conductivity': 7.0, 'x': 812.0, 'y': 296.5}),
 ('5312', {'conductivity': 6.0, 'x': 1263.5, 'y': 820.0}),
 ('1246', {'conductivity': 6.0, 'x': 683.5, 'y': 918.5}),
 ('3016', {'conductivity': 5.0, 'x': 967.5, 'y': 1361.5}),
 ('4852', {'conductivity': 5.0, 'x': 844.0, 'y': 604.0}),
 ('3107', {'conductivity': 6.0, 'x': 993.0, 'y': 1201.0}),
 ('4640', {'conductivity': 6.0, 'x': 781.5, 'y': 601.0}),
 ('2902', {'conductivity': 6.0, 'x': 844.5, 'y': 1093.0}),
 ('3299', {'conductivity': 6.0, 'x': 865.0, 'y': 956.5}),
 ('58', {'conductivity': 6.0, 'x': 410.0, 'y': 1224.5}),
 ('3695', {'conductivity': 6.0, 'x': 1049.0, 'y': 1138.5}),
 ('4487', {'conductivity': 6.0, 'x': 863.5, 'y': 781.5}),
 ('3470', {'conductivity': 6.0, 'x': 920.5, 'y': 930.5}),
 ('1768', {'conductivity': 7.0, 'x': 322.5, 'y': 552.0}),
 ('4584', {'conductivity': 7.0, 'x': 875.0, 'y': 762.0}),
 ('3672', {'conductivity': 7.0, 'x': 1051.5, 'y': 1225.0}),
 ('5082', {'conductivity': 4.0, 'x': 1074.0, 'y': 869.5}),
 ('4719', {'conductivity': 8.0, 'x': 766.099975586, 'y': 361.900024414}),
 ('5114', {'conductivity': 6.0, 'x': 961.0, 'y': 739.5}),
 ('904', {'conductivity': 5.0, 'x': 682.0, 'y': 1301.5}),
 ('3315', {'conductivity': 7.0, 'x': 805.0, 'y': 927.5}),
 ('4315', {'conductivity': 7.0, 'x': 810.5, 'y': 785.0}),
 ('2117', {'conductivity': 7.0, 'x': 522.5, 'y': 701.5}),
 ('281', {'conductivity': 8.0, 'x': 438.5, 'y': 1051.59997559}),
 ('4734', {'conductivity': 6.0, 'x': 771.0, 'y': 411.5}),
 ('5264', {'conductivity': 7.0, 'x': 1258.0, 'y': 832.5}),
 ('798', {'conductivity': 5.0, 'x': 529.0, 'y': 1209.5}),
 ('1697', {'conductivity': 5.0, 'x': 404.0, 'y': 612.5}),
 ('4960', {'conductivity': 6.0, 'x': 847.0, 'y': 388.0}),
 ('4054', {'conductivity': 7.0, 'x': 1106.5, 'y': 952.0}),
 ('3388', {'conductivity': 8.0, 'x': 960.5, 'y': 1071.0}),
 ('2569', {'conductivity': 7.0, 'x': 590.5, 'y': 462.5}),
 ('708', {'conductivity': 6.0, 'x': 580.5, 'y': 1350.0}),
 ('18', {'conductivity': 6.0, 'x': 386.0, 'y': 1185.5}),
 ('1641', {'conductivity': 7.0, 'x': 432.0, 'y': 676.5}),
 ('1911', {'conductivity': 6.0, 'x': 419.5, 'y': 412.5}),
 ('2963', {'conductivity': 5.0, 'x': 948.5, 'y': 1321.5}),
 ('2076', {'conductivity': 7.0, 'x': 501.0, 'y': 348.5}),
 ('4505', {'conductivity': 6.0, 'x': 913.5, 'y': 837.0}),
 ('3669', {'conductivity': 6.0, 'x': 1054.5, 'y': 1208.0}),
 ('4526', {'conductivity': 6.0, 'x': 908.5, 'y': 828.5}),
 ('2623', {'conductivity': 6.0, 'x': 676.0, 'y': 565.5}),
 ('1216', {'conductivity': 6.0, 'x': 671.5, 'y': 1195.5}),
 ('5032', {'conductivity': 8.0, 'x': 981.400024414, 'y': 861.700012207}),
 ('3444', {'conductivity': 6.0, 'x': 899.5, 'y': 1008.5}),
 ('2189', {'conductivity': 10.0, 'x': 544.0, 'y': 635.75}),
 ('5503', {'conductivity': 7.0, 'x': 1076.0, 'y': 424.0}),
 ('666', {'conductivity': 7.0, 'x': 432.0, 'y': 930.0}),
 ('545', {'conductivity': 7.0, 'x': 386.75, 'y': 956.25}),
 ('4995', {'conductivity': 6.0, 'x': 937.5, 'y': 880.5}),
 ('4620', {'conductivity': 6.0, 'x': 827.5, 'y': 807.0}),
 ('5536', {'conductivity': 7.0, 'x': 1211.5, 'y': 702.0}),
 ('4860', {'conductivity': 6.0, 'x': 862.5, 'y': 546.0}),
 ('4699', {'conductivity': 7.0, 'x': 790.0, 'y': 503.0}),
 ('1734', {'conductivity': 7.0, 'x': 450.0, 'y': 634.0}),
 ('3166', {'conductivity': 6.0, 'x': 756.5, 'y': 1014.0}),
 ('2709', {'conductivity': 7.0, 'x': 630.0, 'y': 276.5}),
 ('3436', {'conductivity': 6.0, 'x': 876.5, 'y': 969.5}),
 ('2378', {'conductivity': 6.0, 'x': 664.5, 'y': 672.5}),
 ('4548', {'conductivity': 6.0, 'x': 847.5, 'y': 768.0}),
 ('2520', {'conductivity': 9.0, 'x': 569.25, 'y': 377.150024414}),
 ('4847', {'conductivity': 6.0, 'x': 834.0, 'y': 499.5}),
 ('4486', {'conductivity': 9.0, 'x': 870.900024414, 'y': 784.700012207}),
 ('94', {'conductivity': 6.0, 'x': 331.0, 'y': 1103.5}),
 ('2684', {'conductivity': 6.0, 'x': 640.0, 'y': 359.0}),
 ('4755', {'conductivity': 7.0, 'x': 788.0, 'y': 314.0}),
 ('3182', {'conductivity': 9.0, 'x': 816.200012207, 'y': 1058.09997559}),
 ('1506', {'conductivity': 7.0, 'x': 267.5, 'y': 685.0}),
 ('5516', {'conductivity': 7.0, 'x': 1037.0, 'y': 341.0}),
 ('1582', {'conductivity': 7.0, 'x': 381.0, 'y': 742.5}),
 ('5521', {'conductivity': 6.0, 'x': 1049.0, 'y': 308.5}),
 ('1118', {'conductivity': 6.0, 'x': 661.5, 'y': 923.0}),
 ('2808', {'conductivity': 7.0, 'x': 791.0, 'y': 1292.0}),
 ('34', {'conductivity': 7.0, 'x': 364.5, 'y': 1150.5}),
 ('5604', {'conductivity': 7.0, 'x': 1246.5, 'y': 681.0}),
 ('3089', {'conductivity': 10.0, 'x': 971.5, 'y': 1179.0}),
 ('234', {'conductivity': 5.0, 'x': 498.5, 'y': 1221.5}),
 ('645', {'conductivity': 7.0, 'x': 374.75, 'y': 784.25}),
 ('467', {'conductivity': 5.0, 'x': 296.5, 'y': 858.5}),
 ('4238', {'conductivity': 7.0, 'x': 1226.0, 'y': 949.0}),
 ('5416', {'conductivity': 6.0, 'x': 1008.5, 'y': 429.5}),
 ('3856', {'conductivity': 7.0, 'x': 1169.0, 'y': 1118.5}),
 ('2201', {'conductivity': 6.0, 'x': 552.5, 'y': 650.5}),
 ('5074', {'conductivity': 5.0, 'x': 1095.0, 'y': 874.5}),
 ('5561', {'conductivity': 7.0, 'x': 1204.5, 'y': 616.0}),
 ('3970', {'conductivity': 6.0, 'x': 1021.0, 'y': 973.0}),
 ('5641', {'conductivity': 7.0, 'x': 1187.5, 'y': 455.0}),
 ('2435', {'conductivity': 9.0, 'x': 524.700012207, 'y': 547.300048828}),
 ('1037', {'conductivity': 7.0, 'x': 525.5, 'y': 1163.5}),
 ('4627', {'conductivity': 8.0, 'x': 764.5, 'y': 622.400024414}),
 ('2114', {'conductivity': 7.0, 'x': 525.0, 'y': 717.5}),
 ('578', {'conductivity': 6.0, 'x': 486.5, 'y': 1031.5}),
 ('4040', {'conductivity': 6.0, 'x': 1056.5, 'y': 940.0}),
 ('1765', {'conductivity': 6.0, 'x': 308.5, 'y': 586.5}),
 ('4741', {'conductivity': 7.0, 'x': 770.0, 'y': 340.0}),
 ('2772', {'conductivity': 7.0, 'x': 763.5, 'y': 1396.3999939}),
 ('4967', {'conductivity': 6.0, 'x': 852.5, 'y': 321.5}),
 ('2573', {'conductivity': 6.0, 'x': 577.0, 'y': 390.5}),
 ('3890', {'conductivity': 6.0, 'x': 1053.5, 'y': 1078.5}),
 ('4721', {'conductivity': 6.0, 'x': 759.0, 'y': 365.5}),
 ('4026', {'conductivity': 6.0, 'x': 1117.5, 'y': 960.0}),
 ('2533', {'conductivity': 1.0, 'x': 535.0, 'y': 304.0}),
 ('4760', {'conductivity': 6.0, 'x': 787.5, 'y': 367.0}),
 ('1925', {'conductivity': 7.0, 'x': 455.5, 'y': 563.5}),
 ('3229', {'conductivity': 6.0, 'x': 843.5, 'y': 1012.5}),
 ('4329', {'conductivity': 8.0, 'x': 804.75, 'y': 767.25}),
 ('1605', {'conductivity': 7.0, 'x': 393.0, 'y': 689.0}),
 ('215', {'conductivity': 6.0, 'x': 483.0, 'y': 1296.5}),
 ('1815', {'conductivity': 5.0, 'x': 353.0, 'y': 543.0}),
 ('3980', {'conductivity': 6.0, 'x': 1041.0, 'y': 981.5}),
 ('2833', {'conductivity': 5.0, 'x': 865.5, 'y': 1387.5}),
 ('3430', {'conductivity': 6.0, 'x': 885.0, 'y': 983.0}),
 ('3320', {'conductivity': 6.0, 'x': 815.0, 'y': 912.0}),
 ('1450', {'conductivity': 6.0, 'x': 265.0, 'y': 702.5}),
 ('228', {'conductivity': 6.0, 'x': 511.5, 'y': 1315.5}),
 ('2099', {'conductivity': 8.0, 'x': 561.0, 'y': 768.0}),
 ('4807', {'conductivity': 2.0, 'x': 822.0, 'y': 626.0}),
 ('70', {'conductivity': 5.0, 'x': 390.0, 'y': 1165.5}),
 ('5578', {'conductivity': 10.0, 'x': 1262.75, 'y': 696.75}),
 ('3222', {'conductivity': 6.0, 'x': 834.5, 'y': 1040.5}),
 ('2535', {'conductivity': 4.0, 'x': 531.5, 'y': 306.0}),
 ('3351', {'conductivity': 6.0, 'x': 890.5, 'y': 1080.0}),
 ('1584', {'conductivity': 7.0, 'x': 376.0, 'y': 763.0}),
 ('4515', {'conductivity': 6.0, 'x': 887.5, 'y': 809.0}),
 ('4108', {'conductivity': 6.0, 'x': 1196.0, 'y': 1085.5}),
 ('2599', {'conductivity': 7.0, 'x': 602.0, 'y': 574.0}),
 ('1469', {'conductivity': 5.0, 'x': 338.5, 'y': 780.0}),
 ('3807', {'conductivity': 6.0, 'x': 1090.0, 'y': 1156.0}),
 ('1428', {'conductivity': 5.0, 'x': 281.0, 'y': 747.5}),
 ('717', {'conductivity': 6.0, 'x': 523.5, 'y': 1322.5}),
 ('243', {'conductivity': 5.0, 'x': 512.0, 'y': 1217.0}),
 ('4220', {'conductivity': 7.0, 'x': 1209.5, 'y': 987.5}),
 ('4440', {'conductivity': 8.0, 'x': 825.5, 'y': 750.700012207}),
 ('4527', {'conductivity': 7.0, 'x': 875.5, 'y': 770.5}),
 ('2379', {'conductivity': 7.0, 'x': 652.0, 'y': 662.5}),
 ('5672', {'conductivity': 7.0, 'x': 1206.0, 'y': 546.5}),
 ('2119', {'conductivity': 7.0, 'x': 534.5, 'y': 744.5}),
 ('3844', {'conductivity': 6.0, 'x': 1117.5, 'y': 1139.5}),
 ('2257', {'conductivity': 13.0, 'x': 634.400024414, 'y': 770.0}),
 ('932', {'conductivity': 5.0, 'x': 694.0, 'y': 1280.0}),
 ('1307', {'conductivity': 7.0, 'x': 746.0, 'y': 934.5}),
 ('1214', {'conductivity': 7.0, 'x': 570.0, 'y': 790.5}),
 ('1844', {'conductivity': 7.0, 'x': 377.5, 'y': 468.5}),
 ('3349', {'conductivity': 6.0, 'x': 914.0, 'y': 1065.5}),
 ('602', {'conductivity': 5.0, 'x': 367.5, 'y': 956.0}),
 ('2905', {'conductivity': 6.0, 'x': 853.5, 'y': 1108.0}),
 ('361', {'conductivity': 7.0, 'x': 282.0, 'y': 978.5}),
 ('5282', {'conductivity': 1.0, 'x': 1198.0, 'y': 749.0}),
 ('229', {'conductivity': 7.0, 'x': 504.5, 'y': 1309.5}),
 ('3441', {'conductivity': 6.0, 'x': 887.5, 'y': 994.5}),
 ('3563', {'conductivity': 7.0, 'x': 1027.5, 'y': 1255.0}),
 ('5171', {'conductivity': 6.0, 'x': 1071.5, 'y': 822.5}),
 ('2904', {'conductivity': 6.0, 'x': 849.5, 'y': 1100.0}),
 ('3489', {'conductivity': 6.0, 'x': 990.5, 'y': 1009.0}),
 ('5356', {'conductivity': 6.0, 'x': 930.0, 'y': 481.5}),
 ('1794', {'conductivity': 5.0, 'x': 368.0, 'y': 558.5}),
 ('2003', {'conductivity': 7.0, 'x': 440.5, 'y': 386.5}),
 ('4376', {'conductivity': 5.0, 'x': 762.0, 'y': 678.0}),
 ('1799', {'conductivity': 5.0, 'x': 378.5, 'y': 571.5}),
 ('3738', {'conductivity': 7.0, 'x': 1097.0, 'y': 1288.5}),
 ('5026', {'conductivity': 6.0, 'x': 994.0, 'y': 870.0}),
 ('145', {'conductivity': 5.0, 'x': 375.0, 'y': 1078.5}),
 ('4671', {'conductivity': 8.0, 'x': 788.900024414, 'y': 586.0}),
 ('593', {'conductivity': 6.0, 'x': 460.5, 'y': 989.5}),
 ('4615', {'conductivity': 6.0, 'x': 907.5, 'y': 676.0}),
 ('5302', {'conductivity': 5.0, 'x': 1197.0, 'y': 743.5}),
 ('441', {'conductivity': 6.0, 'x': 255.5, 'y': 886.5}),
 ('1893', {'conductivity': 5.0, 'x': 417.5, 'y': 445.5}),
 ('1154', {'conductivity': 7.0, 'x': 578.0, 'y': 824.0}),
 ('124', {'conductivity': 7.0, 'x': 322.5, 'y': 1072.0}),
 ('3096', {'conductivity': 7.0, 'x': 982.5, 'y': 1230.5}),
 ('1744', {'conductivity': 7.0, 'x': 481.0, 'y': 640.5}),
 ('3008', {'conductivity': 5.0, 'x': 961.5, 'y': 1345.0}),
 ('3596', {'conductivity': 5.0, 'x': 1051.5, 'y': 1351.0}),
 ('4275', {'conductivity': 5.0, 'x': 763.5, 'y': 761.5}),
 ('126', {'conductivity': 7.0, 'x': 327.5, 'y': 1084.0}),
 ('2507', {'conductivity': 7.0, 'x': 571.0, 'y': 486.5}),
 ('2788', {'conductivity': 7.0, 'x': 778.0, 'y': 1401.5}),
 ('3120', {'conductivity': 7.0, 'x': 969.0, 'y': 1158.5}),
 ('3945', {'conductivity': 6.0, 'x': 1083.5, 'y': 998.5}),
 ('4257', {'conductivity': 6.0, 'x': 757.0, 'y': 865.5}),
 ('1783', {'conductivity': 9.0, 'x': 336.100006104, 'y': 527.300048828}),
 ('93', {'conductivity': 8.0, 'x': 331.100006104, 'y': 1095.90002441}),
 ('3375', {'conductivity': 7.0, 'x': 877.5, 'y': 1054.0}),
 ('865', {'conductivity': 6.0, 'x': 652.5, 'y': 1377.5}),
 ('1632', {'conductivity': 8.0, 'x': 515.75, 'y': 688.5}),
 ('2561', {'conductivity': 7.0, 'x': 592.0, 'y': 404.5}),
 ('4981', {'conductivity': 6.0, 'x': 891.5, 'y': 252.0}),
 ('3925', {'conductivity': 7.0, 'x': 1086.5, 'y': 1106.0}),
 ('2208', {'conductivity': 12.0, 'x': 572.799987793, 'y': 677.599975586}),
 ('3731', {'conductivity': 7.0, 'x': 1074.0, 'y': 1262.0}),
 ('1161', {'conductivity': 7.0, 'x': 579.5, 'y': 828.5}),
 ('4358', {'conductivity': 4.0, 'x': 784.5, 'y': 745.5}),
 ('1612', {'conductivity': 7.0, 'x': 396.0, 'y': 679.0}),
 ('4017', {'conductivity': 6.0, 'x': 1060.5, 'y': 981.0}),
 ('2655', {'conductivity': 6.0, 'x': 734.0, 'y': 601.0}),
 ('1995', {'conductivity': 5.0, 'x': 434.5, 'y': 489.5}),
 ('4872', {'conductivity': 6.0, 'x': 884.5, 'y': 522.5}),
 ('2321', {'conductivity': 6.0, 'x': 690.5, 'y': 738.5}),
 ('3319', {'conductivity': 6.0, 'x': 825.0, 'y': 933.0}),
 ('5324', {'conductivity': 7.0, 'x': 1278.0, 'y': 789.0}),
 ('1025', {'conductivity': 6.0, 'x': 736.5, 'y': 1219.5}),
 ('4159', {'conductivity': 6.0, 'x': 1136.5, 'y': 979.5}),
 ('2439', {'conductivity': 7.0, 'x': 525.0, 'y': 559.5}),
 ('1958', {'conductivity': 9.0, 'x': 484.0, 'y': 574.0}),
 ('3805', {'conductivity': 6.0, 'x': 1067.0, 'y': 1145.5}),
 ('1096', {'conductivity': 7.0, 'x': 650.5, 'y': 1188.0}),
 ('4114', {'conductivity': 6.0, 'x': 1214.0, 'y': 1065.5}),
 ('3923', {'conductivity': 6.0, 'x': 1075.5, 'y': 1097.0}),
 ('5160', {'conductivity': 7.0, 'x': 999.0, 'y': 793.5}),
 ('5116', {'conductivity': 5.0, 'x': 967.5, 'y': 750.5}),
 ('3397', {'conductivity': 6.0, 'x': 967.5, 'y': 1074.0}),
 ('3615', {'conductivity': 9.0, 'x': 1006.5, 'y': 1214.0}),
 ('2585', {'conductivity': 6.0, 'x': 589.5, 'y': 361.0}),
 ('3458', {'conductivity': 6.0, 'x': 906.5, 'y': 916.0}),
 ('2172', {'conductivity': 7.0, 'x': 527.5, 'y': 666.0}),
 ('3130', {'conductivity': 11.0, 'x': 983.5, 'y': 1127.5}),
 ('5081', {'conductivity': 5.0, 'x': 1088.0, 'y': 869.5}),
 ('4560', {'conductivity': 6.0, 'x': 845.5, 'y': 707.5}),
 ('619', {'conductivity': 6.0, 'x': 374.5, 'y': 919.0}),
 ('5194', {'conductivity': 6.0, 'x': 1162.0, 'y': 867.25}),
 ('3480', {'conductivity': 6.0, 'x': 941.0, 'y': 953.5}),
 ('4878', {'conductivity': 6.0, 'x': 836.0, 'y': 491.0}),
 ('4424', {'conductivity': 5.0, 'x': 789.0, 'y': 650.0}),
 ('428', {'conductivity': 5.0, 'x': 321.5, 'y': 957.5}),
 ('2913', {'conductivity': 7.0, 'x': 884.0, 'y': 1127.0}),
 ('1564', {'conductivity': 5.0, 'x': 326.5, 'y': 652.5}),
 ('204', {'conductivity': 5.0, 'x': 474.0, 'y': 1234.0}),
 ('285', {'conductivity': 7.0, 'x': 448.5, 'y': 1062.5}),
 ('5296', {'conductivity': 7.0, 'x': 1189.5, 'y': 718.0}),
 ('774', {'conductivity': 7.0, 'x': 624.0, 'y': 1368.0}),
 ('5209', {'conductivity': 5.0, 'x': 1113.5, 'y': 847.0}),
 ('1268', {'conductivity': 6.0, 'x': 729.0, 'y': 997.5}),
 ('2084', {'conductivity': 9.0, 'x': 477.5, 'y': 588.5}),
 ('2985', {'conductivity': 5.0, 'x': 946.0, 'y': 1317.5}),
 ('1021', {'conductivity': 7.0, 'x': 744.5, 'y': 1223.0}),
 ('320', {'conductivity': 7.0, 'x': 506.0, 'y': 1137.0}),
 ('2411', {'conductivity': 2.0, 'x': 702.0, 'y': 621.0}),
 ('3391', {'conductivity': 6.0, 'x': 980.0, 'y': 1078.5}),
 ('5069', {'conductivity': 5.0, 'x': 1048.0, 'y': 871.5}),
 ('4750', {'conductivity': 6.0, 'x': 774.5, 'y': 331.0}),
 ('927', {'conductivity': 5.0, 'x': 685.5, 'y': 1295.5}),
 ('2863', {'conductivity': 7.0, 'x': 919.5, 'y': 1295.0}),
 ('4811', {'conductivity': 6.0, 'x': 814.0, 'y': 573.0}),
 ('2313', {'conductivity': 6.0, 'x': 708.5, 'y': 761.0}),
 ('3752', {'conductivity': 7.0, 'x': 1126.0, 'y': 1325.0}),
 ('2059', {'conductivity': 7.0, 'x': 495.0, 'y': 508.0}),
 ('558', {'conductivity': 6.0, 'x': 398.5, 'y': 990.5}),
 ('2239', {'conductivity': 9.0, 'x': 606.5, 'y': 624.75}),
 ('4217', {'conductivity': 7.0, 'x': 1221.0, 'y': 966.0}),
 ('2729', {'conductivity': 6.0, 'x': 697.0, 'y': 322.5}),
 ('4314', {'conductivity': 7.0, 'x': 806.0, 'y': 899.5}),
 ('3525', {'conductivity': 7.0, 'x': 1004.5, 'y': 1395.5}),
 ('4364', {'conductivity': 5.0, 'x': 761.0, 'y': 733.5}),
 ('475', {'conductivity': 5.0, 'x': 272.0, 'y': 849.5}),
 ('3770', {'conductivity': 6.0, 'x': 1119.0, 'y': 1315.5}),
 ('5342', {'conductivity': 7.0, 'x': 1302.5, 'y': 745.5}),
 ('3244', {'conductivity': 7.0, 'x': 767.5, 'y': 972.0}),
 ('97', {'conductivity': 6.0, 'x': 347.0, 'y': 1123.5}),
 ('3548', {'conductivity': 5.0, 'x': 1010.5, 'y': 1292.0}),
 ('3516', {'conductivity': 6.0, 'x': 945.0, 'y': 958.0}),
 ('3080', {'conductivity': 7.0, 'x': 950.0, 'y': 1106.5}),
 ('5217', {'conductivity': 5.0, 'x': 1130.5, 'y': 857.0}),
 ('151', {'conductivity': 5.0, 'x': 401.5, 'y': 1066.5}),
 ('4412', {'conductivity': 5.0, 'x': 797.5, 'y': 707.0}),
 ('125', {'conductivity': 7.0, 'x': 320.0, 'y': 1063.0}),
 ('3367', {'conductivity': 6.0, 'x': 898.0, 'y': 1060.5}),
 ('722', {'conductivity': 6.0, 'x': 524.5, 'y': 1323.5}),
 ('2747', {'conductivity': 6.0, 'x': 702.0, 'y': 305.5}),
 ('1512', {'conductivity': 6.0, 'x': 284.5, 'y': 636.5}),
 ('1655', {'conductivity': 7.0, 'x': 418.0, 'y': 740.5}),
 ('2938', {'conductivity': 8.0, 'x': 891.0, 'y': 1118.5}),
 ('1029', {'conductivity': 7.0, 'x': 729.0, 'y': 1216.5}),
 ('2517', {'conductivity': 7.0, 'x': 557.0, 'y': 364.5}),
 ('859', {'conductivity': 5.0, 'x': 615.0, 'y': 1247.0}),
 ('4690', {'conductivity': 6.0, 'x': 788.0, 'y': 513.0}),
 ('2092', {'conductivity': 7.0, 'x': 539.0, 'y': 758.5}),
 ('1251', {'conductivity': 9.0, 'x': 689.75, 'y': 898.25}),
 ('4953', {'conductivity': 6.0, 'x': 856.0, 'y': 412.5}),
 ('2812', {'conductivity': 7.0, 'x': 811.5, 'y': 1295.0}),
 ('924', {'conductivity': 7.0, 'x': 705.0, 'y': 1392.0}),
 ('32', {'conductivity': 7.0, 'x': 372.0, 'y': 1162.5}),
 ('2177', {'conductivity': 6.0, 'x': 531.0, 'y': 653.5}),
 ('4937', {'conductivity': 6.0, 'x': 847.0, 'y': 465.0}),
 ('3789', {'conductivity': 7.0, 'x': 1101.0, 'y': 1164.0}),
 ('2545', {'conductivity': 10.0, 'x': 580.900024414, 'y': 322.699951172}),
 ('5327', {'conductivity': 7.0, 'x': 1284.5, 'y': 776.5}),
 ('3109', {'conductivity': 7.0, 'x': 967.5, 'y': 1236.0}),
 ('1190', {'conductivity': 6.0, 'x': 630.0, 'y': 869.5}),
 ('380', {'conductivity': 7.0, 'x': 265.0, 'y': 921.5}),
 ('5144', {'conductivity': 5.0, 'x': 1091.0, 'y': 833.0}),
 ('2162', {'conductivity': 8.0, 'x': 566.0, 'y': 752.0}),
 ('1187', {'conductivity': 6.0, 'x': 645.0, 'y': 898.5}),
 ('4591', {'conductivity': 2.0, 'x': 914.0, 'y': 748.0}),
 ('4828', {'conductivity': 6.0, 'x': 816.5, 'y': 540.0}),
 ('4609', {'conductivity': 6.0, 'x': 900.5, 'y': 682.0}),
 ('2951', {'conductivity': 6.0, 'x': 898.5, 'y': 1124.0}),
 ('52', {'conductivity': 7.0, 'x': 401.0, 'y': 1208.5}),
 ('4036', {'conductivity': 6.0, 'x': 1053.0, 'y': 933.5}),
 ('2155', {'conductivity': 7.0, 'x': 593.0, 'y': 729.0}),
 ('2888', {'conductivity': 6.0, 'x': 793.0, 'y': 1238.0}),
 ('3783', {'conductivity': 7.0, 'x': 1107.0, 'y': 1189.5}),
 ('2568', {'conductivity': 7.0, 'x': 595.5, 'y': 454.5}),
 ('1738', {'conductivity': 6.0, 'x': 466.0, 'y': 607.5}),
 ('532', {'conductivity': 7.0, 'x': 428.0, 'y': 1037.0}),
 ('1185', {'conductivity': 6.0, 'x': 642.5, 'y': 895.0}),
 ('3494', {'conductivity': 6.0, 'x': 982.0, 'y': 994.0}),
 ('2290', {'conductivity': 6.0, 'x': 676.0, 'y': 726.0}),
 ('5559', {'conductivity': 9.0, 'x': 1230.30004883, 'y': 624.300048828}),
 ('55', {'conductivity': 7.0, 'x': 403.0, 'y': 1213.0}),
 ('4255', {'conductivity': 7.0, 'x': 758.5, 'y': 845.5}),
 ('5372', {'conductivity': 7.0, 'x': 952.5, 'y': 694.0}),
 ('5303', {'conductivity': 7.0, 'x': 1192.0, 'y': 726.5}),
 ('1257', {'conductivity': 6.0, 'x': 687.5, 'y': 936.0}),
 ('2884', {'conductivity': 7.0, 'x': 855.0, 'y': 1244.0}),
 ('1140', {'conductivity': 9.0, 'x': 619.799987793, 'y': 840.700012207}),
 ('2272', {'conductivity': 8.0, 'x': 683.0, 'y': 778.5}),
 ('1862', {'conductivity': 8.0, 'x': 409.600006104, 'y': 428.400024414}),
 ('193', {'conductivity': 4.0, 'x': 455.0, 'y': 1253.5}),
 ('1558', {'conductivity': 6.0, 'x': 301.5, 'y': 599.5}),
 ('4986', {'conductivity': 5.0, 'x': 757.0, 'y': 714.5}),
 ('3325', {'conductivity': 7.0, 'x': 820.5, 'y': 919.5}),
 ('1685', {'conductivity': 5.0, 'x': 398.0, 'y': 601.5}),
 ('4542', {'conductivity': 6.0, 'x': 836.0, 'y': 760.0}),
 ('2498', {'conductivity': 7.0, 'x': 565.0, 'y': 493.0}),
 ('629', {'conductivity': 5.0, 'x': 358.5, 'y': 794.0}),
 ('814', {'conductivity': 6.0, 'x': 582.5, 'y': 1212.5}),
 ('4996', {'conductivity': 8.0, 'x': 937.75, 'y': 869.0}),
 ('3337', {'conductivity': 9.0, 'x': 887.25, 'y': 1060.0}),
 ('2508', {'conductivity': 6.0, 'x': 573.5, 'y': 553.5}),
 ('501', {'conductivity': 5.0, 'x': 304.5, 'y': 863.0}),
 ('1235', {'conductivity': 7.0, 'x': 677.5, 'y': 931.0}),
 ('3327', {'conductivity': 6.0, 'x': 842.0, 'y': 941.5}),
 ('4388', {'conductivity': 5.0, 'x': 766.0, 'y': 672.5}),
 ('3514', {'conductivity': 6.0, 'x': 991.5, 'y': 946.0}),
 ('258', {'conductivity': 5.0, 'x': 456.5, 'y': 1132.0}),
 ('537', {'conductivity': 6.0, 'x': 419.5, 'y': 1026.0}),
 ('5065', {'conductivity': 5.0, 'x': 1044.0, 'y': 872.5}),
 ('3469', {'conductivity': 6.0, 'x': 929.5, 'y': 940.5}),
 ('2457', {'conductivity': 7.0, 'x': 525.0, 'y': 529.5}),
 ('4404', {'conductivity': 5.0, 'x': 800.0, 'y': 728.5}),
 ('4170', {'conductivity': 6.0, 'x': 1172.5, 'y': 984.0}),
 ('1083', {'conductivity': 7.0, 'x': 626.5, 'y': 1181.0}),
 ('1305', {'conductivity': 8.0, 'x': 739.0, 'y': 914.5}),
 ('3031', {'conductivity': 8.0, 'x': 996.799987793, 'y': 1275.70001221}),
 ('473', {'conductivity': 5.0, 'x': 284.0, 'y': 853.5}),
 ('391', {'conductivity': 7.0, 'x': 287.0, 'y': 989.5}),
 ('2702', {'conductivity': 7.0, 'x': 644.5, 'y': 370.75}),
 ('291', {'conductivity': 6.0, 'x': 474.0, 'y': 1094.5}),
 ('5582', {'conductivity': 8.0, 'x': 1285.0, 'y': 706.0}),
 ('3550', {'conductivity': 5.0, 'x': 1000.0, 'y': 1281.0}),
 ('175', {'conductivity': 8.0, 'x': 447.700012207, 'y': 1258.0}),
 ('2828', {'conductivity': 8.0, 'x': 862.599975586, 'y': 1403.80000305}),
 ('3862', {'conductivity': 6.0, 'x': 1183.0, 'y': 1141.0}),
 ('5367', {'conductivity': 6.0, 'x': 959.0, 'y': 705.5}),
 ('838', {'conductivity': 4.0, 'x': 606.5, 'y': 1254.0}),
 ('1194', {'conductivity': 7.0, 'x': 626.5, 'y': 820.5}),
 ('2161', {'conductivity': 7.0, 'x': 607.5, 'y': 741.5}),
 ('4429', {'conductivity': 5.0, 'x': 804.0, 'y': 682.5}),
 ('2235', {'conductivity': 12.0, 'x': 580.400024414, 'y': 617.199951172}),
 ('2730', {'conductivity': 6.0, 'x': 698.0, 'y': 317.0}),
 ('1921', {'conductivity': 6.0, 'x': 447.5, 'y': 580.0}),
 ('1504', {'conductivity': 7.0, 'x': 277.0, 'y': 653.5}),
 ('3795', {'conductivity': 6.0, 'x': 1108.5, 'y': 1174.0}),
 ('883', {'conductivity': 7.0, 'x': 684.5, 'y': 1386.0}),
 ('5609', {'conductivity': 8.0, 'x': 1259.0, 'y': 702.0}),
 ('3422', {'conductivity': 6.0, 'x': 949.5, 'y': 1036.5}),
 ('1805', {'conductivity': 5.0, 'x': 386.0, 'y': 582.5}),
 ('1338', {'conductivity': 10.0, 'x': 679.400024414, 'y': 842.900024414}),
 ('442', {'conductivity': 6.0, 'x': 253.5, 'y': 875.5}),
 ('82', {'conductivity': 5.0, 'x': 426.5, 'y': 1147.5}),
 ('2431', {'conductivity': 6.0, 'x': 531.5, 'y': 596.5}),
 ('4047', {'conductivity': 6.0, 'x': 1113.0, 'y': 956.0}),
 ('294', {'conductivity': 7.0, 'x': 463.0, 'y': 1080.0}),
 ('776', {'conductivity': 5.0, 'x': 558.0, 'y': 1305.0}),
 ('3264', {'conductivity': 7.0, 'x': 767.0, 'y': 928.0}),
 ('3118', {'conductivity': 7.0, 'x': 960.0, 'y': 1115.0}),
 ('2759', {'conductivity': 6.0, 'x': 710.0, 'y': 273.0}),
 ('1479', {'conductivity': 5.0, 'x': 296.0, 'y': 754.5}),
 ('4804', {'conductivity': 7.0, 'x': 792.5, 'y': 255.0}),
 ('5395', {'conductivity': 6.0, 'x': 981.0, 'y': 441.0}),
 ('2708', {'conductivity': 9.0, 'x': 636.099975586, 'y': 275.800048828}),
 ('3621', {'conductivity': 7.0, 'x': 1026.5, 'y': 1219.0}),
 ('3882', {'conductivity': 6.0, 'x': 1037.5, 'y': 1113.5}),
 ('4007', {'conductivity': 8.0, 'x': 1058.09997559, 'y': 987.200012207}),
 ('2293', {'conductivity': 6.0, 'x': 668.0, 'y': 720.5}),
 ('2613', {'conductivity': 6.0, 'x': 689.0, 'y': 572.0}),
 ('3197', {'conductivity': 6.0, 'x': 831.5, 'y': 1077.0}),
 ('4832', {'conductivity': 6.0, 'x': 823.5, 'y': 524.0}),
 ('5349', {'conductivity': 7.0, 'x': 1303.5, 'y': 723.0}),
 ('318', {'conductivity': 7.0, 'x': 502.5, 'y': 1131.0}),
 ('1949', {'conductivity': 5.0, 'x': 453.5, 'y': 545.0}),
 ('690', {'conductivity': 7.0, 'x': 420.0, 'y': 873.5}),
 ('4958', {'conductivity': 6.0, 'x': 845.5, 'y': 356.5}),
 ('911', {'conductivity': 6.0, 'x': 695.0, 'y': 1388.0}),
 ('785', {'conductivity': 4.0, 'x': 564.0, 'y': 1296.0}),
 ('220', {'conductivity': 6.0, 'x': 486.0, 'y': 1299.0}),
 ('5383', {'conductivity': 6.0, 'x': 958.5, 'y': 456.5}),
 ('1353', {'conductivity': 9.0, 'x': 704.299987793, 'y': 848.299987793}),
 ('1716', {'conductivity': 7.0, 'x': 484.5, 'y': 654.5}),
 ('1975', {'conductivity': 7.0, 'x': 480.0, 'y': 527.0}),
 ('3971', {'conductivity': 6.0, 'x': 1032.0, 'y': 977.5}),
 ('5434', {'conductivity': 6.0, 'x': 1137.5, 'y': 431.5}),
 ('1401', {'conductivity': 6.0, 'x': 737.0, 'y': 808.5}),
 ('3829', {'conductivity': 8.0, 'x': 1127.90002441, 'y': 1160.79998779}),
 ('5398', {'conductivity': 6.0, 'x': 966.5, 'y': 451.5}),
 ('4625', {'conductivity': 6.0, 'x': 753.5, 'y': 613.5}),
 ('11', {'conductivity': 8.0, 'x': 378.75, 'y': 1172.75}),
 ('3762', {'conductivity': 7.0, 'x': 1098.5, 'y': 1290.5}),
 ('1560', {'conductivity': 5.0, 'x': 306.5, 'y': 635.0}),
 ('2043', {'conductivity': 7.0, 'x': 487.0, 'y': 485.5}),
 ('494', {'conductivity': 5.0, 'x': 346.5, 'y': 883.5}),
 ('4330', {'conductivity': 9.0, 'x': 801.599975586, 'y': 775.099975586}),
 ('1490', {'conductivity': 5.0, 'x': 369.0, 'y': 692.5}),
 ('1462', {'conductivity': 5.0, 'x': 319.0, 'y': 770.5}),
 ('4619', {'conductivity': 6.0, 'x': 873.5, 'y': 729.5}),
 ('1813', {'conductivity': 5.0, 'x': 343.0, 'y': 532.0}),
 ('1982', {'conductivity': 7.0, 'x': 470.5, 'y': 537.5}),
 ('856', {'conductivity': 7.0, 'x': 611.0, 'y': 1231.5}),
 ('5011', {'conductivity': 9.0, 'x': 956.950012207, 'y': 864.200012207}),
 ('4357', {'conductivity': 4.0, 'x': 768.5, 'y': 739.5}),
 ('462', {'conductivity': 7.0, 'x': 254.0, 'y': 824.5}),
 ('4095', {'conductivity': 6.0, 'x': 1166.0, 'y': 1026.5}),
 ('5684', {'conductivity': 7.0, 'x': 1197.5, 'y': 583.5}),
 ('4155', {'conductivity': 6.0, 'x': 1133.0, 'y': 972.5}),
 ('2123', {'conductivity': 7.0, 'x': 532.0, 'y': 738.0}),
 ('1666', {'conductivity': 6.0, 'x': 412.0, 'y': 646.5}),
 ('5057', {'conductivity': 5.0, 'x': 1035.5, 'y': 875.5}),
 ('819', {'conductivity': 7.0, 'x': 573.5, 'y': 1207.0}),
 ('485', {'conductivity': 5.0, 'x': 337.0, 'y': 879.0}),
 ('4493', {'conductivity': 6.0, 'x': 892.0, 'y': 899.5}),
 ('4599', {'conductivity': 7.0, 'x': 883.0, 'y': 699.0}),
 ('4824', {'conductivity': 7.0, 'x': 831.5, 'y': 576.5}),
 ('4241', {'conductivity': 6.0, 'x': 1192.5, 'y': 995.0}),
 ('3753', {'conductivity': 7.0, 'x': 1120.5, 'y': 1343.0}),
 ('2283', {'conductivity': 9.0, 'x': 653.75, 'y': 710.5}),
 ('2677', {'conductivity': 7.0, 'x': 726.5, 'y': 408.0}),
 ('4665', {'conductivity': 6.0, 'x': 784.0, 'y': 595.5}),
 ('5153', {'conductivity': 7.0, 'x': 998.0, 'y': 824.5}),
 ('1378', {'conductivity': 9.0, 'x': 738.5, 'y': 854.0}),
 ('1212', {'conductivity': 7.0, 'x': 630.0, 'y': 814.0}),
 ('4038', {'conductivity': 7.0, 'x': 1079.5, 'y': 947.5}),
 ('3161', {'conductivity': 6.0, 'x': 776.5, 'y': 1040.0}),
 ('3605', {'conductivity': 6.0, 'x': 1032.0, 'y': 1388.5}),
 ('643', {'conductivity': 6.0, 'x': 374.0, 'y': 836.5}),
 ('5485', {'conductivity': 7.0, 'x': 1030.0, 'y': 252.0}),
 ('2082', {'conductivity': 7.0, 'x': 494.0, 'y': 369.0}),
 ('3623', {'conductivity': 7.0, 'x': 1031.5, 'y': 1222.0}),
 ('5378', {'conductivity': 6.0, 'x': 950.5, 'y': 463.5}),
 ('1505', {'conductivity': 7.0, 'x': 272.5, 'y': 667.5}),
 ('4079', {'conductivity': 6.0, 'x': 1178.0, 'y': 1104.0}),
 ('1281', {'conductivity': 10.0, 'x': 743.900024414, 'y': 998.299987793}),
 ('1410', {'conductivity': 7.0, 'x': 252.0, 'y': 776.5}),
 ('1306', {'conductivity': 8.0, 'x': 749.0, 'y': 922.25}),
 ('384', {'conductivity': 7.0, 'x': 260.5, 'y': 903.0}),
 ('426', {'conductivity': 5.0, 'x': 336.0, 'y': 955.0}),
 ('2015', {'conductivity': 7.0, 'x': 449.5, 'y': 375.0}),
 ('3769', {'conductivity': 7.0, 'x': 1113.0, 'y': 1307.0}),
 ('3520', {'conductivity': 6.0, 'x': 756.5, 'y': 1228.5}),
 ('383', {'conductivity': 7.0, 'x': 272.5, 'y': 952.5}),
 ('4147', {'conductivity': 8.0, 'x': 1214.0, 'y': 1031.75}),
 ('1238', {'conductivity': 8.0, 'x': 683.75, 'y': 927.5}),
 ('4327', {'conductivity': 6.0, 'x': 794.200012207, 'y': 750.200012207}),
 ('4553', {'conductivity': 6.0, 'x': 843.5, 'y': 713.0}),
 ('2618', {'conductivity': 6.0, 'x': 637.0, 'y': 409.0}),
 ('3590', {'conductivity': 5.0, 'x': 1031.5, 'y': 1313.0}),
 ('1935', {'conductivity': 6.0, 'x': 444.0, 'y': 524.0}),
 ('655', {'conductivity': 6.0, 'x': 425.0, 'y': 890.5}),
 ('382', {'conductivity': 7.0, 'x': 270.0, 'y': 943.0}),
 ('1069', {'conductivity': 7.0, 'x': 569.0, 'y': 1136.5}),
 ('210', {'conductivity': 5.0, 'x': 466.5, 'y': 1238.5}),
 ('2544', {'conductivity': 7.0, 'x': 568.0, 'y': 332.5}),
 ('2948', {'conductivity': 6.0, 'x': 906.0, 'y': 1087.5}),
 ('1846', {'conductivity': 7.0, 'x': 366.0, 'y': 484.5}),
 ('4428', {'conductivity': 5.0, 'x': 797.0, 'y': 642.0}),
 ('2318', {'conductivity': 7.0, 'x': 712.5, 'y': 771.5}),
 ('1595', {'conductivity': 8.0, 'x': 384.799987793, 'y': 704.0}),
 ('517', {'conductivity': 5.0, 'x': 336.0, 'y': 879.0}),
 ('1865', {'conductivity': 7.0, 'x': 402.0, 'y': 435.5}),
 ('850', {'conductivity': 7.0, 'x': 638.0, 'y': 1245.5}),
 ('4434', {'conductivity': 2.0, 'x': 818.0, 'y': 679.0}),
 ('2414', {'conductivity': 6.0, 'x': 709.5, 'y': 618.5}),
 ('2591', {'conductivity': 7.0, 'x': 586.5, 'y': 310.0}),
 ('209', {'conductivity': 5.0, 'x': 483.5, 'y': 1228.5}),
 ('3114', {'conductivity': 6.0, 'x': 967.0, 'y': 1135.0}),
 ('1625', {'conductivity': 7.0, 'x': 425.0, 'y': 705.5}),
 ('2363', {'conductivity': 7.0, 'x': 672.5, 'y': 685.0}),
 ('1312', {'conductivity': 9.0, 'x': 688.700012207, 'y': 868.650024414}),
 ('2653', {'conductivity': 6.0, 'x': 727.0, 'y': 595.0}),
 ('3987', {'conductivity': 6.0, 'x': 1008.0, 'y': 963.0}),
 ('4245', {'conductivity': 6.0, 'x': 1000.0, 'y': 1396.5}),
 ('3022', {'conductivity': 7.0, 'x': 966.0, 'y': 1285.0}),
 ('996', {'conductivity': 8.0, 'x': 698.75, 'y': 1269.5}),
 ('1619', {'conductivity': 6.0, 'x': 421.0, 'y': 725.5}),
 ('3253', {'conductivity': 7.0, 'x': 790.0, 'y': 977.0}),
 ('4098', {'conductivity': 6.0, 'x': 1148.0, 'y': 1021.5}),
 ('5161', {'conductivity': 6.0, 'x': 995.5, 'y': 783.0}),
 ('2970', {'conductivity': 5.0, 'x': 958.0, 'y': 1336.5}),
 ('4268', {'conductivity': 6.0, 'x': 785.0, 'y': 882.0}),
 ('1984', {'conductivity': 7.0, 'x': 501.5, 'y': 554.5}),
 ('3639', {'conductivity': 7.0, 'x': 1028.0, 'y': 1166.0}),
 ('5359', {'conductivity': 6.0, 'x': 928.5, 'y': 677.0}),
 ('1759', {'conductivity': 6.0, 'x': 315.5, 'y': 568.0}),
 ('1283', {'conductivity': 6.0, 'x': 713.5, 'y': 976.0}),
 ('3281', {'conductivity': 8.0, 'x': 747.0, 'y': 981.0}),
 ('3482', {'conductivity': 6.0, 'x': 966.0, 'y': 977.0}),
 ('579', {'conductivity': 7.0, 'x': 482.0, 'y': 1025.0}),
 ('3860', {'conductivity': 7.0, 'x': 1185.0, 'y': 1158.5}),
 ('1209', {'conductivity': 9.0, 'x': 646.5, 'y': 816.5}),
 ('2826', {'conductivity': 6.0, 'x': 822.5, 'y': 1407.0}),
 ('2620', {'conductivity': 4.0, 'x': 654.0, 'y': 555.0}),
 ('4479', {'conductivity': 7.0, 'x': 873.5, 'y': 790.5}),
 ('4377', {'conductivity': 4.0, 'x': 755.5, 'y': 691.0}),
 ('3673', {'conductivity': 6.0, 'x': 1035.5, 'y': 1249.0}),
 ('2372', {'conductivity': 7.0, 'x': 622.5, 'y': 614.0}),
 ('4972', {'conductivity': 6.0, 'x': 854.0, 'y': 344.5}),
 ('5007', {'conductivity': 6.0, 'x': 949.0, 'y': 901.5}),
 ('1939', {'conductivity': 9.0, 'x': 458.600006104, 'y': 549.449951172}),
 ('5601', {'conductivity': 6.0, 'x': 1230.0, 'y': 633.0}),
 ('1876', {'conductivity': 5.0, 'x': 422.5, 'y': 457.5}),
 ('2819', {'conductivity': 7.0, 'x': 821.0, 'y': 1406.0}),
 ('4984', {'conductivity': 9.0, 'x': 817.400024414, 'y': 578.699951172}),
 ('3645', {'conductivity': 7.0, 'x': 1024.5, 'y': 1132.0}),
 ('1819', {'conductivity': 5.0, 'x': 362.5, 'y': 552.0}),
 ('3909', {'conductivity': 7.0, 'x': 1011.0, 'y': 1036.0}),
 ('4269', {'conductivity': 6.0, 'x': 770.5, 'y': 873.0}),
 ('1152', {'conductivity': 6.0, 'x': 574.0, 'y': 806.5}),
 ('4932', {'conductivity': 7.0, 'x': 821.5, 'y': 368.0}),
 ('2393', {'conductivity': 6.0, 'x': 734.0, 'y': 686.5}),
 ('1999', {'conductivity': 6.0, 'x': 439.5, 'y': 388.0}),
 ('971', {'conductivity': 6.0, 'x': 674.0, 'y': 1261.5}),
 ('2715', {'conductivity': 7.0, 'x': 645.0, 'y': 270.0}),
 ('2936', {'conductivity': 6.0, 'x': 890.5, 'y': 1080.0}),
 ('4251', {'conductivity': 6.0, 'x': 757.5, 'y': 839.5}),
 ('83', {'conductivity': 7.0, 'x': 432.5, 'y': 1247.0}),
 ('1489', {'conductivity': 5.0, 'x': 345.5, 'y': 784.5}),
 ('855', {'conductivity': 7.0, 'x': 617.75, 'y': 1235.75}),
 ('44', {'conductivity': 7.0, 'x': 391.0, 'y': 1194.5}),
 ('5671', {'conductivity': 7.0, 'x': 1203.5, 'y': 466.5}),
 ('4081', {'conductivity': 8.0, 'x': 1136.19995117, 'y': 1015.40002441}),
 ('2403', {'conductivity': 6.0, 'x': 735.5, 'y': 676.0}),
 ('2724', {'conductivity': 7.0, 'x': 690.5, 'y': 262.0}),
 ('5682', {'conductivity': 7.0, 'x': 1213.0, 'y': 564.5}),
 ('3376', {'conductivity': 6.0, 'x': 922.0, 'y': 1068.5}),
 ('5674', {'conductivity': 8.0, 'x': 1213.5, 'y': 572.25}),
 ('1850', {'conductivity': 6.0, 'x': 386.5, 'y': 457.0}),
 ('1571', {'conductivity': 5.0, 'x': 313.5, 'y': 641.0}),
 ('4849', {'conductivity': 6.0, 'x': 814.0, 'y': 547.5}),
 ('2192', {'conductivity': 12.0, 'x': 536.75, 'y': 637.25}),
 ('5592', {'conductivity': 7.0, 'x': 1227.0, 'y': 655.5}),
 ('5437', {'conductivity': 7.0, 'x': 995.0, 'y': 435.0}),
 ('5476', {'conductivity': 6.0, 'x': 973.0, 'y': 252.5}),
 ('5274', {'conductivity': 5.0, 'x': 1151.0, 'y': 822.0}),
 ('2267', {'conductivity': 8.0, 'x': 655.0, 'y': 773.0}),
 ('5127', {'conductivity': 6.0, 'x': 981.0, 'y': 763.5}),
 ('1308', {'conductivity': 7.0, 'x': 747.0, 'y': 944.5}),
 ('590', {'conductivity': 7.0, 'x': 449.0, 'y': 970.5}),
 ('2053', {'conductivity': 7.0, 'x': 491.5, 'y': 497.5}),
 ('4219', {'conductivity': 6.0, 'x': 1212.5, 'y': 983.5}),
 ('846', {'conductivity': 7.0, 'x': 589.5, 'y': 1217.0}),
 ('1141', {'conductivity': 7.0, 'x': 604.5, 'y': 854.5}),
 ('2584', {'conductivity': 7.0, 'x': 585.5, 'y': 328.5}),
 ('3009', {'conductivity': 6.0, 'x': 963.0, 'y': 1349.0}),
 ('716', {'conductivity': 7.0, 'x': 538.0, 'y': 1329.25}),
 ('4438', {'conductivity': 5.0, 'x': 804.5, 'y': 632.0}),
 ('5148', {'conductivity': 8.0, 'x': 1087.59997559, 'y': 827.5}),
 ('4103', {'conductivity': 6.0, 'x': 1126.5, 'y': 1016.0}),
 ('3318', {'conductivity': 6.0, 'x': 838.0, 'y': 938.5}),
 ('3366', {'conductivity': 6.0, 'x': 907.5, 'y': 1063.0}),
 ('3187', {'conductivity': 6.0, 'x': 823.0, 'y': 1064.5}),
 ('4617', {'conductivity': 6.0, 'x': 895.0, 'y': 692.0}),
 ('2347', {'conductivity': 7.0, 'x': 625.0, 'y': 700.0}),
 ('3631', {'conductivity': 10.0, 'x': 996.400024414, 'y': 1133.29998779}),
 ('5006', {'conductivity': 6.0, 'x': 945.0, 'y': 894.5}),
 ('538', {'conductivity': 7.0, 'x': 413.0, 'y': 1018.0}),
 ('5665', {'conductivity': 7.0, 'x': 1196.0, 'y': 459.5}),
 ('2489', {'conductivity': 7.0, 'x': 590.5, 'y': 565.0}),
 ('2238', {'conductivity': 7.0, 'x': 616.0, 'y': 633.0}),
 ('2078', {'conductivity': 11.0, 'x': 502.100006104, 'y': 333.849975586}),
 ('5313', {'conductivity': 7.0, 'x': 1273.0, 'y': 798.5}),
 ('3030', {'conductivity': 7.0, 'x': 984.5, 'y': 1278.5}),
 ('1284', {'conductivity': 6.0, 'x': 717.5, 'y': 983.0}),
 ('5648', {'conductivity': 7.0, 'x': 1223.0, 'y': 598.0}),
 ('1368', {'conductivity': 8.0, 'x': 724.5, 'y': 851.0}),
 ('3282', {'conductivity': 7.0, 'x': 796.0, 'y': 981.0}),
 ('4360', {'conductivity': 4.0, 'x': 759.5, 'y': 729.5}),
 ('3837', {'conductivity': 6.0, 'x': 1180.5, 'y': 1167.5}),
 ('5169', {'conductivity': 3.0, 'x': 1062.0, 'y': 820.0}),
 ('4672', {'conductivity': 7.0, 'x': 805.5, 'y': 584.0}),
 ('342', {'conductivity': 7.0, 'x': 495.0, 'y': 1045.0}),
 ('436', {'conductivity': 7.0, 'x': 258.0, 'y': 892.0}),
 ('4317', {'conductivity': 7.0, 'x': 795.0, 'y': 776.5}),
 ('3511', {'conductivity': 6.0, 'x': 974.0, 'y': 931.5}),
 ('2438', {'conductivity': 9.0, 'x': 535.5, 'y': 586.75}),
 ('5246', {'conductivity': 6.0, 'x': 1241.5, 'y': 882.5}),
 ('2846', {'conductivity': 5.0, 'x': 848.5, 'y': 1324.5}),
 ('5020', {'conductivity': 7.0, 'x': 927.0, 'y': 860.0}),
 ('1670', {'conductivity': 8.0, 'x': 419.700012207, 'y': 628.599975586}),
 ('957', {'conductivity': 6.0, 'x': 664.5, 'y': 1257.5}),
 ('3220', {'conductivity': 9.0, 'x': 851.799987793, 'y': 1037.40002441}),
 ('3788', {'conductivity': 9.0, 'x': 1106.40002441, 'y': 1167.29998779}),
 ('3736', {'conductivity': 7.0, 'x': 1079.0, 'y': 1268.0}),
 ('3059', {'conductivity': 7.0, 'x': 950.5, 'y': 1242.5}),
 ('1705', {'conductivity': 7.0, 'x': 446.0, 'y': 646.5}),
 ('3193', {'conductivity': 8.0, 'x': 817.75, 'y': 1042.0}),
 ('1392', {'conductivity': 6.0, 'x': 726.5, 'y': 801.5}),
 ('684', {'conductivity': 7.0, 'x': 422.5, 'y': 881.5}),
 ('5214', {'conductivity': 4.0, 'x': 1141.5, 'y': 863.5}),
 ('3157', {'conductivity': 6.0, 'x': 799.5, 'y': 1063.0}),
 ('1692', {'conductivity': 7.0, 'x': 430.0, 'y': 611.5}),
 ('2756', {'conductivity': 7.0, 'x': 707.0, 'y': 257.0}),
 ('3828', {'conductivity': 6.0, 'x': 1142.0, 'y': 1174.0}),
 ('1757', {'conductivity': 7.0, 'x': 312.0, 'y': 576.0}),
 ('260', {'conductivity': 5.0, 'x': 437.0, 'y': 1140.5}),
 ('403', {'conductivity': 7.0, 'x': 301.0, 'y': 1019.0}),
 ('4566', {'conductivity': 7.0, 'x': 853.0, 'y': 700.0}),
 ('1309', {'conductivity': 8.0, 'x': 732.0, 'y': 908.0}),
 ('2221', {'conductivity': 7.0, 'x': 610.5, 'y': 693.5}),
 ('999', {'conductivity': 6.0, 'x': 730.0, 'y': 1280.0}),
 ('4929', {'conductivity': 6.0, 'x': 840.0, 'y': 309.0}),
 ('2851', {'conductivity': 7.0, 'x': 848.5, 'y': 1297.75}),
 ('1362', {'conductivity': 9.0, 'x': 711.0, 'y': 891.0}),
 ('5260', {'conductivity': 7.0, 'x': 1251.0, 'y': 845.5}),
 ('5257', {'conductivity': 7.0, 'x': 1246.5, 'y': 867.0}),
 ('1172', {'conductivity': 5.0, 'x': 632.5, 'y': 876.5}),
 ('3648', {'conductivity': 7.0, 'x': 992.0, 'y': 1225.0}),
 ('3680', {'conductivity': 9.0, 'x': 1040.59997559, 'y': 1132.09997559}),
 ('2865', {'conductivity': 7.0, 'x': 931.0, 'y': 1293.0}),
 ('1076', {'conductivity': 7.0, 'x': 561.0, 'y': 1128.0}),
 ('1233', {'conductivity': 6.0, 'x': 694.0, 'y': 949.0}),
 ('881', {'conductivity': 6.0, 'x': 669.5, 'y': 1382.0}),
 ('3408', {'conductivity': 6.0, 'x': 932.0, 'y': 1021.5}),
 ('504', {'conductivity': 5.0, 'x': 307.5, 'y': 864.5}),
 ('5460', {'conductivity': 6.0, 'x': 1029.5, 'y': 381.0}),
 ('136', {'conductivity': 5.0, 'x': 363.5, 'y': 1086.0}),
 ('4633', {'conductivity': 6.0, 'x': 774.0, 'y': 612.5}),
 ('463', {'conductivity': 7.0, 'x': 252.600006104, 'y': 864.200012207}),
 ('5266', {'conductivity': 7.0, 'x': 1246.5, 'y': 863.5}),
 ('4189', {'conductivity': 4.0, 'x': 1165.5, 'y': 918.5}),
 ('167', {'conductivity': 6.0, 'x': 352.5, 'y': 1132.5}),
 ('4956', {'conductivity': 6.0, 'x': 843.0, 'y': 474.0}),
 ('1538', {'conductivity': 5.0, 'x': 336.0, 'y': 659.5}),
 ('3745', {'conductivity': 6.0, 'x': 1114.0, 'y': 1347.0}),
 ('4122', {'conductivity': 6.0, 'x': 1217.0, 'y': 1057.0}),
 ('4896', {'conductivity': 9.0, 'x': 831.0, 'y': 369.099975586}),
 ('2601', {'conductivity': 7.0, 'x': 610.0, 'y': 585.0}),
 ('4211', {'conductivity': 7.0, 'x': 1218.0, 'y': 976.5}),
 ('4525', {'conductivity': 6.0, 'x': 915.5, 'y': 767.0}),
 ('2770', {'conductivity': 6.0, 'x': 707.5, 'y': 284.5}),
 ('4593', {'conductivity': 6.0, 'x': 911.5, 'y': 758.5}),
 ('4407', {'conductivity': 5.0, 'x': 802.0, 'y': 740.5}),
 ('3565', {'conductivity': 5.0, 'x': 1021.5, 'y': 1302.0}),
 ('1742', {'conductivity': 11.0, 'x': 476.100006104, 'y': 596.599975586}),
 ('1217', {'conductivity': 6.0, 'x': 666.5, 'y': 1194.0}),
 ('4022', {'conductivity': 9.0, 'x': 1066.40002441, 'y': 955.599975586}),
 ('2030', {'conductivity': 6.0, 'x': 472.5, 'y': 350.5}),
 ('1967', {'conductivity': 10.0, 'x': 518.599975586, 'y': 542.5}),
 ('3699', {'conductivity': 5.0, 'x': 1039.5, 'y': 1118.5}),
 ('2065', {'conductivity': 6.0, 'x': 487.5, 'y': 338.0}),
 ('3818', {'conductivity': 6.0, 'x': 1120.0, 'y': 1163.5}),
 ('2346', {'conductivity': 7.0, 'x': 634.0, 'y': 703.5}),
 ('2464', {'conductivity': 7.0, 'x': 557.5, 'y': 546.0}),
 ('1063', {'conductivity': 6.0, 'x': 530.5, 'y': 1090.5}),
 ('2036', {'conductivity': 6.0, 'x': 463.0, 'y': 359.0}),
 ('686', {'conductivity': 7.0, 'x': 419.0, 'y': 868.0}),
 ('3959', {'conductivity': 6.0, 'x': 1071.0, 'y': 993.5}),
 ('4102', {'conductivity': 6.0, 'x': 1156.5, 'y': 1024.0}),
 ('3610', {'conductivity': 8.0, 'x': 1002.25, 'y': 1215.25}),
 ('305', {'conductivity': 6.0, 'x': 487.200012207, 'y': 1119.79998779}),
 ('3020', {'conductivity': 7.0, 'x': 969.5, 'y': 1402.0}),
 ('2274', {'conductivity': 8.0, 'x': 619.5, 'y': 756.0}),
 ('3715', {'conductivity': 7.0, 'x': 1080.0, 'y': 1364.5}),
 ('3663', {'conductivity': 9.0, 'x': 1050.5, 'y': 1237.25}),
 ('356', {'conductivity': 7.0, 'x': 277.25, 'y': 963.75}),
 ('3899', {'conductivity': 5.0, 'x': 998.5, 'y': 1020.5}),
 ('4411', {'conductivity': 5.0, 'x': 796.0, 'y': 700.5}),
 ('990', {'conductivity': 7.0, 'x': 696.0, 'y': 1205.0}),
 ('709', {'conductivity': 6.0, 'x': 566.0, 'y': 1343.0}),
 ('975', {'conductivity': 7.0, 'x': 649.0, 'y': 1250.0}),
 ('5658', {'conductivity': 9.0, 'x': 1230.90002441, 'y': 605.199951172}),
 ('2840', {'conductivity': 4.0, 'x': 851.5, 'y': 1333.5}),
 ('3049', {'conductivity': 6.0, 'x': 947.5, 'y': 1174.5}),
 ('4700', {'conductivity': 6.0, 'x': 797.5, 'y': 484.0}),
 ('1130', {'conductivity': 6.0, 'x': 588.0, 'y': 846.5}),
 ('1557', {'conductivity': 6.0, 'x': 295.0, 'y': 615.5}),
 ('1376', {'conductivity': 11.0, 'x': 745.099975586, 'y': 854.599975586}),
 ('1337', {'conductivity': 7.0, 'x': 701.0, 'y': 855.0}),
 ('1980', {'conductivity': 9.0, 'x': 491.5, 'y': 520.5}),
 ('3878', {'conductivity': 6.0, 'x': 1019.0, 'y': 1095.5}),
 ('3214', {'conductivity': 7.0, 'x': 845.599975586, 'y': 1009.20001221}),
 ('2764', {'conductivity': 9.0, 'x': 715.0, 'y': 257.0}),
 ('1179', {'conductivity': 6.0, 'x': 653.5, 'y': 912.0}),
 ('1199', {'conductivity': 6.0, 'x': 627.0, 'y': 857.0}),
 ('2227', {'conductivity': 8.0, 'x': 571.0, 'y': 691.5}),
 ('1743', {'conductivity': 6.0, 'x': 455.5, 'y': 620.5}),
 ('4514', {'conductivity': 6.0, 'x': 885.0, 'y': 805.5}),
 ('3772', {'conductivity': 7.0, 'x': 1096.0, 'y': 1357.5}),
 ('2923', {'conductivity': 6.0, 'x': 916.5, 'y': 1144.5}),
 ('987', {'conductivity': 7.0, 'x': 681.5, 'y': 1200.0}),
 ('3993', {'conductivity': 7.0, 'x': 1001.0, 'y': 956.0}),
 ('4384', {'conductivity': 5.0, 'x': 772.5, 'y': 664.0}),
 ('3135', {'conductivity': 6.0, 'x': 984.5, 'y': 1230.5}),
 ('2256', {'conductivity': 8.0, 'x': 632.5, 'y': 787.5}),
 ('2469', {'conductivity': 7.0, 'x': 555.0, 'y': 501.5}),
 ('4231', {'conductivity': 7.0, 'x': 1227.5, 'y': 945.0}),
 ('1334', {'conductivity': 7.0, 'x': 708.0, 'y': 883.5}),
 ('5197', {'conductivity': 5.0, 'x': 1125.0, 'y': 897.0}),
 ('415', {'conductivity': 5.0, 'x': 307.5, 'y': 959.5}),
 ('5094', {'conductivity': 6.0, 'x': 959.0, 'y': 849.5}),
 ('5628', {'conductivity': 6.0, 'x': 1188.0, 'y': 609.5}),
 ('2101', {'conductivity': 7.0, 'x': 551.0, 'y': 767.0}),
 ('2492', {'conductivity': 7.0, 'x': 560.5, 'y': 547.5}),
 ('1993', {'conductivity': 8.0, 'x': 512.0, 'y': 545.25}),
 ('2631', {'conductivity': 8.0, 'x': 695.0, 'y': 367.75}),
 ('2566', {'conductivity': 7.0, 'x': 599.0, 'y': 413.5}),
 ('1321', {'conductivity': 8.0, 'x': 695.25, 'y': 865.75}),
 ('4723', {'conductivity': 7.0, 'x': 753.5, 'y': 409.5}),
 ('429', {'conductivity': 6.0, 'x': 297.0, 'y': 1013.0}),
 ('5522', {'conductivity': 7.0, 'x': 1044.0, 'y': 321.5}),
 ('1517', {'conductivity': 8.0, 'x': 291.200012207, 'y': 626.5}),
 ('4868', {'conductivity': 6.0, 'x': 873.0, 'y': 533.5}),
 ('1453', {'conductivity': 5.0, 'x': 271.0, 'y': 743.5}),
 ('1915', {'conductivity': 7.0, 'x': 442.0, 'y': 591.5}),
 ('4621', {'conductivity': 6.0, 'x': 893.5, 'y': 901.0}),
 ('173', {'conductivity': 7.0, 'x': 461.0, 'y': 1273.5}),
 ('2792', {'conductivity': 5.0, 'x': 766.5, 'y': 1373.0}),
 ('2814', {'conductivity': 7.0, 'x': 791.0, 'y': 1292.0}),
 ('1047', {'conductivity': 8.0, 'x': 553.5, 'y': 1191.1000061}),
 ('3256', {'conductivity': 8.0, 'x': 778.25, 'y': 970.5}),
 ('2949', {'conductivity': 8.0, 'x': 927.0, 'y': 1088.5}),
 ('2889', {'conductivity': 7.0, 'x': 775.5, 'y': 1236.0}),
 ...]



In [27]:

    
pos = nx.spring_layout(G)
nx.draw_networkx_edges(G,pos,edgecolor="DarkSlateGray",alpha =0.4)
nx.draw_networkx_nodes(G,pos,color="FireBrick",alpha=0.6,node_size=10,linewidths=0.5)









    Out[27]:





<matplotlib.collections.PathCollection at 0x7fe7cef926d8>



In [31]:

    
pos = {}
for k in G.node.keys():
    pos[k] = (G.node[k]['x'],G.node[k]['y'])
print(pos)









    



{'3325': (820.5, 919.5), '342': (495.0, 1045.0), '3030': (984.5, 1278.5), '1195': (623.0, 829.0), '2427': (707.5, 790.0), '4407': (802.0, 740.5), '5564': (1208.5, 617.0), '629': (358.5, 794.0), '3388': (960.5, 1071.0), '5349': (1303.5, 723.0), '4655': (784.0, 523.5), '382': (270.0, 943.0), '2318': (712.5, 771.5), '5148': (1087.59997559, 827.5), '3550': (1000.0, 1281.0), '2272': (683.0, 778.5), '4672': (805.5, 584.0), '456': (267.5, 847.5), '4081': (1136.19995117, 1015.40002441), '4036': (1053.0, 933.5), '2747': (702.0, 305.5), '4189': (1165.5, 918.5), '462': (254.0, 824.5), '5235': (1181.0, 893.5), '4144': (1214.0, 1012.0), '5180': (1108.5, 884.5), '597': (454.0, 980.5), '1710': (486.5, 667.0), '2772': (763.5, 1396.3999939), '4449': (856.5, 838.0), '4755': (788.0, 314.0), '3244': (767.5, 972.0), '593': (460.5, 989.5), '5604': (1246.5, 681.0), '4098': (1148.0, 1021.5), '2653': (727.0, 595.0), '3987': (1008.0, 963.0), '4918': (812.0, 296.5), '294': (463.0, 1080.0), '2411': (702.0, 621.0), '4960': (847.0, 388.0), '1450': (265.0, 702.5), '383': (272.5, 952.5), '1016': (702.5, 1207.0), '3118': (960.0, 1115.0), '4721': (759.0, 365.5), '5367': (959.0, 705.5), '3423': (917.0, 1015.0), '1666': (412.0, 646.5), '3010': (974.5, 1400.25), '5559': (1230.30004883, 624.300048828), '1558': (301.5, 599.5), '4243': (1172.0, 1114.0), '3145': (791.0, 1056.5), '1697': (404.0, 612.5), '3441': (887.5, 994.5), '3367': (898.0, 1060.5), '3504': (957.0, 911.5), '763': (594.5, 1355.0), '1999': (439.5, 388.0), '2447': (546.0, 592.0), '4700': (797.5, 484.0), '5463': (1024.5, 425.0), '5313': (1273.0, 798.5), '3856': (1169.0, 1118.5), '3689': (1038.5, 1175.0), '426': (336.0, 955.0), '5240': (1236.0, 899.5), '4181': (1148.5, 915.5), '173': (461.0, 1273.5), '1217': (666.5, 1194.0), '1993': (512.0, 545.25), '924': (705.0, 1392.0), '567': (472.5, 1009.5), '1744': (481.0, 640.5), '1705': (446.0, 646.5), '4591': (914.0, 748.0), '4103': (1126.5, 1016.0), '3753': (1120.5, 1343.0), '5324': (1278.0, 789.0), '4860': (862.5, 546.0), '2347': (625.0, 700.0), '323': (481.5, 1104.0), '1334': (708.0, 883.5), '2642': (717.0, 588.5), '3564': (1011.5, 1266.0), '2238': (616.0, 633.0), '1453': (271.0, 743.5), '4388': (766.0, 672.5), '850': (638.0, 1245.5), '2814': (791.0, 1292.0), '3068': (934.5, 1093.5), '1619': (421.0, 725.5), '927': (685.5, 1295.5), '3680': (1040.59997559, 1132.09997559), '3193': (817.75, 1042.0), '5327': (1284.5, 776.5), '5522': (1044.0, 321.5), '2819': (821.0, 1406.0), '709': (566.0, 1343.0), '5033': (966.5, 865.0), '1368': (724.5, 851.0), '5602': (1240.5, 677.5), '5416': (1008.5, 429.5), '1141': (604.5, 854.5), '5623': (1187.0, 609.5), '4811': (814.0, 573.0), '4022': (1066.40002441, 955.599975586), '923': (735.5, 1398.0), '4134': (1187.5, 1030.0), '4972': (854.0, 344.5), '1887': (430.5, 482.0), '5011': (956.950012207, 864.200012207), '5081': (1088.0, 869.5), '2065': (487.5, 338.0), '3415': (954.5, 1045.0), '4170': (1172.5, 984.0), '3235': (749.0, 975.75), '532': (428.0, 1037.0), '1504': (277.0, 653.5), '3516': (945.0, 958.0), '4984': (817.400024414, 578.699951172), '1309': (732.0, 908.0), '281': (438.5, 1051.59997559), '3762': (1098.5, 1290.5), '1362': (711.0, 891.0), '5020': (927.0, 860.0), '68': (401.5, 1160.5), '831': (598.5, 1262.0), '537': (419.5, 1026.0), '1035': (540.5, 1198.5), '3950': (1111.5, 1010.0), '1060': (519.0, 1078.0), '4878': (836.0, 491.0), '1969': (494.0, 564.5), '2519': (556.0, 344.5), '3959': (1071.0, 993.5), '2990': (948.0, 1288.0), '5065': (1044.0, 872.5), '602': (367.5, 956.0), '1815': (353.0, 543.0), '2846': (848.5, 1324.5), '4582': (871.0, 722.5), '1376': (745.099975586, 854.599975586), '4462': (873.0, 861.0), '2888': (793.0, 1238.0), '1469': (338.5, 780.0), '4364': (761.0, 733.5), '4411': (796.0, 700.5), '2709': (630.0, 276.5), '2155': (593.0, 729.0), '3629': (1006.0, 1146.0), '305': (487.200012207, 1119.79998779), '1990': (497.5, 523.5), '234': (498.5, 1221.5), '4440': (825.5, 750.700012207), '1641': (432.0, 676.5), '1337': (701.0, 855.0), '1612': (396.0, 679.0), '2840': (851.5, 1333.5), '5102': (956.0, 814.0), '2865': (931.0, 1293.0), '4534': (831.0, 739.5), '2985': (946.0, 1317.5), '4122': (1217.0, 1057.0), '990': (696.0, 1205.0), '2677': (726.5, 408.0), '1632': (515.75, 688.5), '1876': (422.5, 457.5), '4560': (845.5, 707.5), '1564': (326.5, 652.5), '1257': (687.5, 936.0), '4487': (863.5, 781.5), '3022': (966.0, 1285.0), '5274': (1151.0, 822.0), '2702': (644.5, 370.75), '3829': (1127.90002441, 1160.79998779), '3669': (1054.5, 1208.0), '3377': (929.700012207, 1073.20001221), '2535': (531.5, 306.0), '5217': (1130.5, 857.0), '1692': (430.0, 611.5), '3520': (756.5, 1228.5), '994': (720.0, 1276.5), '1967': (518.599975586, 542.5), '4017': (1060.5, 981.0), '4547': (837.5, 729.0), '2913': (884.0, 1127.0), '5504': (1053.0, 420.5), '2003': (440.5, 386.5), '3318': (838.0, 938.5), '3320': (815.0, 912.0), '5094': (959.0, 849.5), '1799': (378.5, 571.5), '558': (398.5, 990.5), '229': (504.5, 1309.5), '1939': (458.600006104, 549.449951172), '545': (386.75, 956.25), '4690': (788.0, 513.0), '1982': (470.5, 537.5), '5576': (1258.0, 689.0), '4479': (873.5, 790.5), '1069': (569.0, 1136.5), '1915': (442.0, 591.5), '220': (486.0, 1299.0), '321': (481.5, 1103.0), '722': (524.5, 1323.5), '1250': (687.0, 907.5), '5395': (981.0, 441.0), '291': (474.0, 1094.5), '463': (252.600006104, 864.200012207), '3605': (1032.0, 1388.5), '3511': (974.0, 931.5), '5264': (1258.0, 832.5), '1353': (704.299987793, 848.299987793), '732': (557.5, 1338.5), '996': (698.75, 1269.5), '5333': (1289.0, 763.5), '579': (482.0, 1025.0), '667': (435.5, 941.5), '1660': (404.5, 661.0), '429': (297.0, 1013.0), '391': (287.0, 989.5), '1512': (284.5, 636.5), '5090': (945.5, 799.5), '2963': (948.5, 1321.5), '4793': (808.5, 281.0), '3548': (1010.5, 1292.0), '693': (364.0, 955.0), '872': (650.0, 1353.5), '3217': (816.0, 1010.0), '2599': (602.0, 574.0), '3480': (941.0, 953.5), '4583': (868.0, 714.0), '4102': (1156.5, 1024.0), '2043': (487.0, 485.5), '5581': (1290.0, 710.0), '1846': (366.0, 484.5), '5260': (1251.0, 845.5), '4710': (801.0, 471.5), '1462': (319.0, 770.5), '5135': (994.0, 847.0), '1813': (343.0, 532.0), '2788': (778.0, 1401.5), '4038': (1079.5, 947.5), '5114': (961.0, 739.5), '2054': (489.0, 385.5), '3707': (1063.75, 1370.75), '2201': (552.5, 650.5), '1835': (359.5, 492.5), '2059': (495.0, 508.0), '2438': (535.5, 586.75), '5434': (1137.5, 431.5), '785': (564.0, 1296.0), '5498': (1093.5, 427.0), '2072': (498.5, 356.5), '2759': (710.0, 273.0), '193': (455.0, 1253.5), '4377': (755.5, 691.0), '2313': (708.5, 761.0), '655': (425.0, 890.5), '3639': (1028.0, 1166.0), '1506': (267.5, 685.0), '5578': (1262.75, 696.75), '384': (260.5, 903.0), '5302': (1197.0, 743.5), '3610': (1002.25, 1215.25), '4804': (792.5, 255.0), '2101': (551.0, 767.0), '3909': (1011.0, 1036.0), '5082': (1074.0, 869.5), '4923': (832.0, 305.5), '5509': (1042.0, 324.5), '4231': (1227.5, 945.0), '5561': (1204.5, 616.0), '2030': (472.5, 350.5), '1118': (661.5, 923.0), '3220': (851.799987793, 1037.40002441), '3631': (996.400024414, 1133.29998779), '210': (466.5, 1238.5), '1452': (262.0, 715.0), '1140': (619.799987793, 840.700012207), '83': (432.5, 1247.0), '895': (677.5, 1313.0), '2647': (744.5, 608.0), '1670': (419.700012207, 628.599975586), '1179': (653.5, 912.0), '5026': (994.0, 870.0), '125': (320.0, 1063.0), '3180': (805.5, 988.5), '136': (363.5, 1086.0), '3396': (959.0, 1053.0), '2708': (636.099975586, 275.800048828), '3169': (814.200012207, 997.099975586), '3130': (983.5, 1127.5), '4770': (796.5, 433.0), '5601': (1230.0, 633.0), '5127': (981.0, 763.5), '5672': (1206.0, 546.5), '2114': (525.0, 717.5), '3299': (865.0, 956.5), '3955': (1099.5, 1006.0), '318': (502.5, 1131.0), '5674': (1213.5, 572.25), '126': (327.5, 1084.0), '4620': (827.5, 807.0), '3253': (790.0, 977.0), '687': (416.5, 821.0), '3302': (854.0, 950.5), '4495': (884.5, 886.5), '2970': (958.0, 1336.5), '5214': (1141.5, 863.5), '4428': (797.0, 642.0), '4434': (818.0, 679.0), '2729': (697.0, 322.5), '2584': (585.5, 328.5), '3049': (947.5, 1174.5), '3621': (1026.5, 1219.0), '3663': (1050.5, 1237.25), '3264': (767.0, 928.0), '4211': (1218.0, 976.5), '863': (646.0, 1361.5), '1021': (744.5, 1223.0), '161': (427.0, 1057.5), '1655': (418.0, 740.5), '204': (474.0, 1234.0), '4515': (887.5, 809.0), '4849': (814.0, 547.5), '4514': (885.0, 805.5), '3349': (914.0, 1065.5), '4003': (1047.0, 922.0), '3031': (996.799987793, 1275.70001221), '2566': (599.0, 413.5), '3672': (1051.5, 1225.0), '52': (401.0, 1208.5), '2952': (932.0, 1163.5), '106': (338.0, 1095.5), '1850': (386.5, 457.0), '5460': (1029.5, 381.0), '4416': (797.5, 688.0), '1401': (737.0, 808.5), '3157': (799.5, 1063.0), '1130': (588.0, 846.5), '5383': (958.5, 456.5), '5209': (1113.5, 847.0), '3229': (843.5, 1012.5), '2340': (740.5, 727.0), '4312': (818.5, 796.0), '4238': (1226.0, 949.0), '3187': (823.0, 1064.5), '1096': (650.5, 1188.0), '617': (379.5, 935.5), '4275': (763.5, 761.5), '1921': (447.5, 580.0), '3828': (1142.0, 1174.0), '3648': (992.0, 1225.0), '75': (414.5, 1154.5), '3802': (1060.0, 1142.5), '3770': (1119.0, 1315.5), '2227': (571.0, 691.5), '4780': (801.5, 304.5), '887': (655.5, 1339.5), '662': (428.0, 918.5), '3971': (1032.0, 977.5), '258': (456.5, 1132.0), '1584': (376.0, 763.0), '5500': (1043.80004883, 417.699951172), '5116': (967.5, 750.5), '5248': (1237.0, 896.5), '5216': (1151.0, 865.5), '4819': (832.0, 589.0), '94': (331.0, 1103.5), '881': (669.5, 1382.0), '3327': (842.0, 941.5), '1624': (427.0, 695.5), '1152': (574.0, 806.5), '3401': (987.5, 1080.5), '4330': (801.599975586, 775.099975586), '4268': (785.0, 882.0), '3565': (1021.5, 1302.0), '1625': (425.0, 705.5), '3862': (1183.0, 1141.0), '2828': (862.599975586, 1403.80000305), '5678': (1218.0, 573.0), '1794': (368.0, 558.5), '1674': (414.5, 641.5), '3772': (1096.0, 1357.5), '3408': (932.0, 1021.5), '4486': (870.900024414, 784.700012207), '855': (617.75, 1235.75), '643': (374.0, 836.5), '4986': (757.0, 714.5), '4456': (866.5, 849.5), '2321': (690.5, 738.5), '5312': (1263.5, 820.0), '1246': (683.5, 918.5), '1718': (437.5, 663.5), '4868': (873.0, 533.5), '2239': (606.5, 624.75), '3256': (778.25, 970.5), '2544': (568.0, 332.5), '2078': (502.100006104, 333.849975586), '4807': (822.0, 626.0), '5491': (1032.0, 356.5), '5046': (1018.0, 891.5), '44': (391.0, 1194.5), '1797': (391.0, 591.0), '4292': (759.5, 755.5), '1212': (630.0, 814.0), '320': (506.0, 1137.0), '1410': (252.0, 776.5), '556': (389.5, 963.0), '3993': (1001.0, 956.0), '3705': (1061.5, 1362.0), '4982': (819.0, 252.0), '4055': (1093.0, 948.0), '4719': (766.099975586, 361.900024414), '4147': (1214.0, 1031.75), '4269': (770.5, 873.0), '495': (351.0, 886.0), '5609': (1259.0, 702.0), '1321': (695.25, 865.75), '2905': (853.5, 1108.0), '314': (514.5, 1151.5), '3166': (756.5, 1014.0), '2764': (715.0, 257.0), '619': (374.5, 919.0), '127': (352.5, 1092.5), '3837': (1180.5, 1167.5), '1037': (525.5, 1163.5), '3009': (963.0, 1349.0), '2508': (573.5, 553.5), '4981': (891.5, 252.0), '4953': (856.0, 412.5), '2400': (745.0, 651.299987793), '2573': (577.0, 390.5), '4327': (794.200012207, 750.200012207), '4342': (784.0, 776.0), '4619': (873.5, 729.5), '3789': (1101.0, 1164.0), '5436': (1150.5, 438.5), '1268': (729.0, 997.5), '2935': (898.75, 1091.0), '4026': (1117.5, 960.0), '5684': (1197.5, 583.5), '4741': (770.0, 340.0), '3376': (922.0, 1068.5), '1392': (726.5, 801.5), '4220': (1209.5, 987.5), '1216': (671.5, 1195.5), '3234': (832.5, 1078.5), '4040': (1056.5, 940.0), '1187': (645.0, 898.5), '1594': (383.0, 728.0), '3615': (1006.5, 1214.0), '4114': (1214.0, 1065.5), '1428': (281.0, 747.5), '209': (483.5, 1228.5), '2715': (645.0, 270.0), '4633': (774.0, 612.5), '2403': (735.5, 676.0), '2439': (525.0, 559.5), '1284': (717.5, 983.0), '5658': (1230.90002441, 605.199951172), '2271': (661.5, 775.0), '1076': (561.0, 1128.0), '2346': (634.0, 703.5), '2099': (561.0, 768.0), '2363': (672.5, 685.0), '3795': (1108.5, 1174.0), '1904': (433.0, 397.0), '4553': (843.5, 713.0), '2327': (737.5, 722.0), '428': (321.5, 957.5), '1958': (484.0, 574.0), '2226': (593.5, 683.0), '4893': (840.0, 479.5), '5634': (1170.0, 447.5), '1025': (736.5, 1219.5), '4180': (1142.5, 913.0), '5158': (993.5, 779.0), '2738': (736.0, 369.5), '922': (714.0, 1394.0), '3280': (776.0, 933.0), '2892': (772.0, 1235.0), '58': (410.0, 1224.5), '3430': (885.0, 983.0), '4015': (1064.0, 972.5), '3107': (993.0, 1201.0), '3882': (1037.5, 1113.5), '2300': (698.200012207, 781.599975586), '3860': (1185.0, 1158.5), '1729': (434.0, 607.0), '5007': (949.0, 901.5), '4290': (773.5, 772.0), '1716': (484.5, 654.5), '2743': (706.0, 291.0), '3436': (876.5, 969.5), '4773': (808.0, 303.25), '4847': (834.0, 499.5), '4996': (937.75, 869.0), '3699': (1039.5, 1118.5), '504': (307.5, 864.5), '3514': (991.5, 946.0), '1557': (295.0, 615.5), '859': (615.0, 1247.0), '2949': (927.0, 1088.5), '4438': (804.5, 632.0), '3601': (1045.5, 1340.0), '684': (422.5, 881.5), '2189': (544.0, 635.75), '2536': (525.5, 312.5), '4658': (785.5, 581.0), '4627': (764.5, 622.400024414), '1819': (362.5, 552.0), '155': (415.0, 1062.0), '3494': (982.0, 994.0), '2730': (698.0, 317.0), '1489': (345.5, 784.5), '2053': (491.5, 497.5), '4625': (753.5, 613.5), '2457': (525.0, 529.5), '2355': (664.5, 701.0), '3161': (776.5, 1040.0), '5342': (1302.5, 745.5), '1190': (630.0, 869.5), '4315': (810.5, 785.0), '1306': (749.0, 922.25), '1312': (688.700012207, 868.650024414), '2507': (571.0, 486.5), '356': (277.25, 963.75), '4374': (758.0, 637.0), '4958': (845.5, 356.5), '5144': (1091.0, 833.0), '1470': (330.0, 776.5), '4671': (788.900024414, 586.0), '4357': (768.5, 739.5), '473': (284.0, 853.5), '3674': (1055.5, 1188.0), '5069': (1048.0, 871.5), '904': (682.0, 1301.5), '55': (403.0, 1213.0), '2505': (587.5, 467.5), '3844': (1117.5, 1139.5), '4244': (1034.0, 905.0), '716': (538.0, 1329.25), '1734': (450.0, 634.0), '660': (441.5, 953.5), '5103': (958.0, 820.5), '1474': (312.0, 765.5), '5485': (1030.0, 252.0), '5582': (1285.0, 706.0), '5169': (1062.0, 820.0), '260': (437.0, 1140.5), '4956': (843.0, 474.0), '4191': (1176.5, 915.0), '3911': (1018.0, 1046.0), '5273': (1161.0, 820.5), '4219': (1212.5, 983.5), '4527': (875.5, 770.5), '4838': (828.5, 514.0), '3356': (867.5, 1046.0), '27': (357.0, 1138.0), '1653': (491.5, 678.5), '1995': (434.5, 489.5), '3489': (990.5, 1009.0), '2469': (555.0, 501.5), '4412': (797.5, 707.0), '3016': (967.5, 1361.5), '5628': (1188.0, 609.5), '3228': (845.5, 1026.5), '4665': (784.0, 595.5), '3265': (756.0, 924.5), '517': (336.0, 879.0), '2314': (709.5, 764.0), '436': (258.0, 892.0), '2267': (655.0, 773.0), '5617': (1178.0, 592.0), '5257': (1246.5, 867.0), '2756': (707.0, 257.0), '404': (306.0, 1029.0), '2309': (701.0, 750.5), '415': (307.5, 959.5), '5038': (1014.59997559, 886.900024414), '1172': (632.5, 876.5), '1305': (739.0, 914.5), '969': (683.5, 1266.0), '1417': (256.75, 741.5), '5683': (1232.0, 582.5), '151': (401.5, 1066.5), '4314': (806.0, 899.5), '3596': (1051.5, 1351.0), '2655': (734.0, 601.0), '1743': (455.5, 620.5), '2256': (632.5, 787.5), '3563': (1027.5, 1255.0), '1605': (393.0, 689.0), '2770': (707.5, 284.5), '4217': (1221.0, 966.0), '3391': (980.0, 1078.5), '1893': (417.5, 445.5), '5359': (928.5, 677.0), '5620': (1187.0, 588.0), '4799': (809.5, 255.0), '2737': (694.5, 333.0), '4171': (1152.0, 985.0), '5160': (999.0, 793.5), '3443': (884.5, 1003.5), '380': (265.0, 921.5), '175': (447.700012207, 1258.0), '5592': (1227.0, 655.5), '3525': (1004.5, 1395.5), '4152': (1140.5, 988.900024414), '3059': (950.5, 1242.5), '5145': (1102.5, 839.5), '2593': (591.400024414, 370.199951172), '1517': (291.200012207, 626.5), '1442': (260.5, 727.5), '3817': (1097.5, 1115.5), '2620': (654.0, 555.0), '2036': (463.0, 359.0), '5489': (1037.5, 405.0), '4234': (1232.0, 927.5), '1935': (444.0, 524.0), '2161': (607.5, 741.5), '2631': (695.0, 367.75), '4155': (1133.0, 972.5), '1185': (642.5, 895.0), '5006': (945.0, 894.5), '2613': (689.0, 572.0), '3008': (961.5, 1345.0), '2812': (811.5, 1295.0), '3695': (1049.0, 1138.5), '3315': (805.0, 927.5), '4615': (907.5, 676.0), '2591': (586.5, 310.0), '4750': (774.5, 331.0), '773': (608.5, 1361.0), '4621': (893.5, 901.0), '3422': (949.5, 1036.5), '3114': (967.0, 1135.0), '3214': (845.599975586, 1009.20001221), '3843': (1172.5, 1178.0), '3444': (899.5, 1008.5), '4896': (831.0, 369.099975586), '948': (742.5, 1283.5), '505': (321.5, 871.5), '1783': (336.100006104, 527.300048828), '1161': (579.5, 828.5), '3197': (831.5, 1077.0), '4723': (753.5, 409.5), '1235': (677.5, 931.0), '5296': (1189.5, 718.0), '4599': (883.0, 699.0), '4266': (778.0, 878.0), '4384': (772.5, 664.0), '1029': (729.0, 1216.5), '686': (419.0, 868.0), '1098': (637.0, 1183.5), '2024': (460.5, 361.5), '708': (580.5, 1350.0), '3590': (1031.5, 1313.0), '4360': (759.5, 729.5), '3020': (969.5, 1402.0), '3890': (1053.5, 1078.5), '997': (706.5, 1272.5), '3736': (1079.0, 1268.0), '2274': (619.5, 756.0), '4855': (842.0, 569.5), '145': (375.0, 1078.5), '3458': (906.5, 916.0), '3319': (825.0, 933.0), '1047': (553.5, 1191.1000061), '1738': (466.0, 607.5), '2569': (590.5, 462.5), '4141': (1203.25, 998.25), '3697': (1048.5, 1184.5), '4932': (821.5, 368.0), '2119': (534.5, 744.5), '2177': (531.0, 653.5), '2334': (748.5, 741.0), '265': (476.0, 1124.0), '1582': (381.0, 742.5), '2884': (855.0, 1244.0), '731': (551.5, 1335.5), '717': (523.5, 1322.5), '4584': (875.0, 762.0), '2142': (573.75, 727.900024414), '4108': (1196.0, 1085.5), '4617': (895.0, 692.0), '93': (331.100006104, 1095.90002441), '2162': (566.0, 752.0), '1233': (694.0, 949.0), '5106': (935.5, 790.0), '167': (352.5, 1132.5), '1765': (308.5, 586.5), '3769': (1113.0, 1307.0), '475': (272.0, 849.5), '2923': (916.5, 1144.5), '5516': (1037.0, 341.0), '3269': (775.0, 953.5), '5282': (1198.0, 749.0), '34': (364.5, 1150.5), '2951': (898.5, 1124.0), '3980': (1041.0, 981.5), '2724': (690.5, 262.0), '4852': (844.0, 604.0), '1378': (738.5, 854.0), '819': (573.5, 1207.0), '4317': (795.0, 776.5), '4929': (840.0, 309.0), '1685': (398.0, 601.5), '2492': (560.5, 547.5), '3575': (1046.5, 1381.0), '3307': (817.5, 926.5), '666': (432.0, 930.0), '4255': (758.5, 845.5), '514': (352.5, 791.0), '776': (558.0, 1305.0), '978': (656.5, 1254.0), '11': (378.75, 1172.75), '3052': (958.5, 1239.0), '4569': (863.400024414, 702.450012207), '2658': (703.5, 580.0), '4241': (1192.5, 995.0), '4493': (892.0, 899.5), '1505': (272.5, 667.5), '750': (637.599975586, 1371.3999939), '860': (589.5, 1271.5), '2257': (634.400024414, 770.0), '2213': (563.5, 663.5), '228': (511.5, 1315.5), '798': (529.0, 1209.5), '4759': (785.0, 417.5), '1435': (257.0, 736.5), '3923': (1075.5, 1097.0), '3135': (984.5, 1230.5), '3222': (834.5, 1040.5), '2938': (891.0, 1118.5), '3945': (1083.5, 998.5), '2471': (535.5, 520.0), '932': (694.0, 1280.0), '764': (583.0, 1351.0), '1058': (541.0, 1104.0), '2684': (640.0, 359.0), '4356': (778.5, 743.0), '2290': (676.0, 726.0), '2192': (536.75, 637.25), '2206': (559.5, 625.0), '2221': (610.5, 693.5), '2393': (734.0, 686.5), '97': (347.0, 1123.5), '525': (403.5, 1003.5), '70': (390.0, 1165.5), '1858': (393.0, 448.5), '2444': (553.5, 597.5), '1154': (578.0, 824.0), '5503': (1076.0, 424.0), '4995': (937.5, 880.5), '5495': (1035.0, 401.5), '4329': (804.75, 767.25), '1571': (313.5, 641.0), '3623': (1031.5, 1222.0), '2435': (524.700012207, 547.300048828), '2597': (624.0, 600.0), '1338': (679.400024414, 842.900024414), '3469': (929.5, 940.5), '2561': (592.0, 404.5), '4404': (800.0, 728.5), '5648': (1223.0, 598.0), '3715': (1080.0, 1364.5), '1281': (743.900024414, 998.299987793), '116': (313.0, 1045.5), '2808': (791.0, 1292.0), '2172': (527.5, 666.0), '5437': (995.0, 435.0), '838': (606.5, 1254.0), '186': (467.0, 1281.0), '3738': (1097.0, 1288.5), '2092': (539.0, 758.5), '1106': (592.5, 1159.0), '621': (361.5, 890.5), '4828': (816.5, 540.0), '1545': (347.5, 669.5), '1211': (668.0, 835.0), '3439': (908.0, 1011.0), '3807': (1090.0, 1156.0), '5074': (1095.0, 874.5), '1231': (702.0, 961.0), '3282': (796.0, 981.0), '1391': (720.0, 797.5), '1560': (306.5, 635.0), '846': (589.5, 1217.0), '5194': (1162.0, 867.25), '1785': (329.5, 535.0), '4952': (854.0, 403.0), '611': (384.5, 948.0), '2138': (618.0, 753.5), '1538': (336.0, 659.5), '786': (573.0, 1286.0), '285': (448.5, 1062.5), '4526': (908.5, 828.5), '1015': (711.5, 1209.5), '3652': (1046.90002441, 1229.0), '3899': (998.5, 1020.5), '4566': (853.0, 700.0), '1549': (349.5, 671.5), '4884': (915.0, 493.5), '4548': (847.5, 768.0), '5372': (952.5, 694.0), '5659': (1232.5, 584.0), '2431': (531.5, 596.5), '590': (449.0, 970.5), '4095': (1166.0, 1026.5), '2618': (637.0, 409.0), '3541': (1019.0, 1392.0), '2533': (535.0, 304.0), '2816': (758.0, 1286.0), '1199': (627.0, 857.0), '5608': (1228.5, 667.5), '2622': (658.0, 556.5), '2368': (626.5, 639.5), '1759': (315.5, 568.0), '2414': (709.5, 618.5), '3673': (1035.5, 1249.0), '726': (546.5, 1318.0), '4708': (801.5, 452.5), '243': (512.0, 1217.0), '441': (255.5, 886.5), '1865': (402.0, 435.5), '3645': (1024.5, 1132.0), '2585': (589.5, 361.0), '2948': (906.0, 1087.5), '911': (695.0, 1388.0), '2889': (775.5, 1236.0), '1827': (348.5, 507.5), '538': (413.0, 1018.0), '4832': (823.5, 524.0), '645': (374.75, 784.25), '1648': (495.0, 684.5), '2568': (595.5, 454.5), '1354': (698.5, 844.5), '1742': (476.100006104, 596.599975586), '814': (582.5, 1212.5), '1500': (270.0, 678.0), '5057': (1035.5, 875.5), '5476': (973.0, 252.5), '416': (288.0, 961.5), '1980': (491.5, 520.5), '32': (372.0, 1162.5), '2123': (532.0, 738.0), '2283': (653.75, 710.5), '82': (426.5, 1147.5), '987': (681.5, 1200.0), '2691': (606.5, 292.0), '2792': (766.5, 1373.0), '3089': (971.5, 1179.0), '1043': (541.5, 1178.0), '2498': (565.0, 493.0), '3805': (1067.0, 1145.5), '494': (346.5, 883.5), '3892': (1035.0, 1065.0), '2885': (797.5, 1240.5), '2826': (822.5, 1407.0), '975': (649.0, 1250.0), '4542': (836.0, 760.0), '4825': (826.299987793, 582.0), '3366': (907.5, 1063.0), '2446': (531.5, 574.5), '1911': (419.5, 412.5), '467': (296.5, 858.5), '5525': (1187.0, 708.5), '1063': (530.5, 1090.5), '1479': (296.0, 754.5), '3120': (969.0, 1158.5), '5230': (1173.5, 880.5), '4194': (1183.0, 909.5), '4079': (1178.0, 1104.0), '5171': (1071.5, 822.5), '957': (664.5, 1257.5), '3109': (967.5, 1236.0), '124': (322.5, 1072.0), '2833': (865.5, 1387.5), '2378': (664.5, 672.5), '1194': (626.5, 820.5), '3970': (1021.0, 973.0), '2489': (590.5, 565.0), '2084': (477.5, 588.5), '4047': (1113.0, 956.0), '1949': (453.5, 545.0), '4973': (854.0, 325.5), '3878': (1019.0, 1095.5), '2851': (848.5, 1297.75), '1975': (480.0, 527.0), '4699': (790.0, 503.0), '4734': (771.0, 411.5), '865': (652.5, 1377.5), '2902': (844.5, 1093.0), '4429': (804.0, 682.5), '774': (624.0, 1368.0), '2601': (610.0, 585.0), '4945': (854.0, 446.5), '795': (573.0, 1286.0), '1595': (384.799987793, 704.0), '2623': (676.0, 565.5), '4609': (900.5, 682.0), '4358': (784.5, 745.5), '3752': (1126.0, 1325.0), '2863': (919.5, 1295.0), '215': (483.0, 1296.5), '2464': (557.5, 546.0), '4937': (847.0, 465.0), '2795': (764.200012207, 1287.6000061), '4872': (884.5, 522.5), '5665': (1196.0, 459.5), '5536': (1211.5, 702.0), '3337': (887.25, 1060.0), '2293': (668.0, 720.5), '5153': (998.0, 824.5), '2117': (522.5, 701.5), '4806': (819.5, 624.5), '339': (506.5, 1062.5), '2076': (501.0, 348.5), '4760': (787.5, 367.0), '4251': (757.5, 839.5), '856': (611.0, 1231.5), '2235': (580.400024414, 617.199951172), '1925': (455.5, 563.5), '2690': (639.0, 301.5), '993': (712.0, 1274.0), '2882': (836.5, 1243.0), '361': (282.0, 978.5), '5303': (1192.0, 726.5), '442': (253.5, 875.5), '2416': (727.5, 634.0), '2402': (739.5, 666.5), '3788': (1106.40002441, 1167.29998779), '2904': (849.5, 1100.0), '4245': (1000.0, 1396.5), '501': (304.5, 863.0), '1984': (501.5, 554.5), '1283': (713.5, 976.0), '337': (505.5, 1059.5), '4207': (1183.0, 988.0), '3482': (966.0, 977.0), '4593': (911.5, 758.5), '5413': (1154.0, 441.0), '622': (373.399993896, 899.599975586), '5197': (1125.0, 897.0), '3470': (920.5, 930.5), '2045': (484.5, 412.5), '5533': (1193.0, 702.5), '2614': (601.0, 441.5), '5161': (995.5, 783.0), '3731': (1074.0, 1262.0), '1844': (377.5, 468.5), '1103': (606.0, 1169.5), '2520': (569.25, 377.150024414), '3725': (1066.5, 1254.5), '3783': (1107.0, 1189.5), '4967': (852.5, 321.5), '3281': (747.0, 981.0), '5671': (1203.5, 466.5), '690': (420.0, 873.5), '5641': (1187.5, 455.0), '3096': (982.5, 1230.5), '2015': (449.5, 375.0), '5472': (1002.5, 247.5), '2208': (572.799987793, 677.599975586), '1757': (312.0, 576.0), '3080': (950.0, 1106.5), '3113': (963.450012207, 1127.84997559), '1805': (386.0, 582.5), '18': (386.0, 1185.5), '485': (337.0, 879.0), '4303': (791.0, 885.5), '4505': (913.5, 837.0), '4007': (1058.09997559, 987.200012207), '2082': (494.0, 369.0), '1251': (689.75, 898.25), '4159': (1136.5, 979.5), '3375': (877.5, 1054.0), '3397': (967.5, 1074.0), '1937': (439.0, 509.5), '1886': (427.5, 470.5), '4789': (795.799987793, 262.400024414), '4824': (831.5, 576.5), '2379': (652.0, 662.5), '999': (730.0, 1280.0), '971': (674.0, 1261.5), '2173': (518.5, 683.0), '4424': (789.0, 650.0), '4640': (781.5, 601.0), '403': (301.0, 1019.0), '5246': (1241.5, 882.5), '4054': (1106.5, 952.0), '1209': (646.5, 816.5), '3818': (1120.0, 1163.5), '1105': (586.5, 1154.5), '5266': (1246.5, 863.5), '1214': (570.0, 790.5), '2372': (622.5, 614.0), '36': (365.5, 1153.5), '3745': (1114.0, 1347.0), '3182': (816.200012207, 1058.09997559), '3925': (1086.5, 1106.0), '5521': (1049.0, 308.5), '1083': (626.5, 1181.0), '1053': (558.0, 1193.5), '1238': (683.75, 927.5), '1343': (681.5, 854.5), '1308': (747.0, 944.5), '1768': (322.5, 552.0), '5589': (1220.0, 705.0), '3864': (1174.0, 1129.5), '4376': (762.0, 678.0), '1307': (746.0, 934.5), '2545': (580.900024414, 322.699951172), '5378': (950.5, 463.5), '4525': (915.5, 767.0), '5398': (966.5, 451.5), '3351': (890.5, 1080.0), '1862': (409.600006104, 428.400024414), '1490': (369.0, 692.5), '5032': (981.400024414, 861.700012207), '2517': (557.0, 364.5), '4257': (757.0, 865.5), '883': (684.5, 1386.0), '5682': (1213.0, 564.5), '5356': (930.0, 481.5), '578': (486.5, 1031.5), '2936': (890.5, 1080.0)}



In [32]:

    
import matplotlib.pyplot as plt



In [33]:

    
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
ax.set_aspect('equal')
nx.draw_networkx_edges(G,pos,edgecolor="DarkSlateGray",alpha=0.4)
nx.draw_networkx_nodes(G,pos,color="FireBrick",alpha=0.6,node_size=10,linewidths=0.5)









    Out[33]:





<matplotlib.collections.PathCollection at 0x7fe7ced16c88>



In [ ]: