Merge branch 'master' of http://khuhub.khu.ac.kr/2020-2-capstone-design2/2014104109 into master
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소스코드/baseball.gexf
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소스코드/baseball.py
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| 1 | -#-*-encoding utf-8 -*- | ||
| 2 | - | ||
| 3 | -import matplotlib.pyplot as plt | ||
| 4 | -import networkx as nx | ||
| 5 | -from openpyxl import load_workbook | ||
| 6 | - | ||
| 7 | -wb = load_workbook("baseball.xlsx") | ||
| 8 | -load_ws = wb['Sheet1'] | ||
| 9 | - | ||
| 10 | - | ||
| 11 | -def make_edge(BBlist): | ||
| 12 | - edge_list = [] | ||
| 13 | - for i in range(0,len(BBlist)): | ||
| 14 | - for j in range(0, len(BBlist)): | ||
| 15 | - if i == j: | ||
| 16 | - break | ||
| 17 | - else: | ||
| 18 | - edge_list.append((BBlist[i],BBlist[j])) | ||
| 19 | - return edge_list | ||
| 20 | - | ||
| 21 | -BB_school_list = [] | ||
| 22 | -BB_player_list = [] | ||
| 23 | - | ||
| 24 | -for i in range(1,857,1): | ||
| 25 | - school_name='G'+str(i) | ||
| 26 | - player_name='B'+str(i) | ||
| 27 | - name3=(str(load_ws[school_name].value) +','+ str(load_ws[player_name].value)).split(',') | ||
| 28 | - BB_player_list.append(int(load_ws['H'+str(i)].value)) | ||
| 29 | - BB_school_list.append(name3) | ||
| 30 | - | ||
| 31 | - | ||
| 32 | -edge_list = [] | ||
| 33 | -graph_list = [] | ||
| 34 | -check_list = [] | ||
| 35 | - | ||
| 36 | -for i in range(0,856): | ||
| 37 | - graph = nx.Graph() | ||
| 38 | - edge = make_edge(BB_school_list[i]) | ||
| 39 | - if BB_school_list[i] in check_list: | ||
| 40 | - BB_player_list[i]=BB_player_list[i]+BB_player_list[check_list.index(BB_school_list[i])] | ||
| 41 | - BB_player_list[check_list.index(BB_school_list[i])]=BB_player_list[i] | ||
| 42 | - check_list.append(BB_school_list[i]) | ||
| 43 | - else: | ||
| 44 | - check_list.append(BB_school_list[i]) | ||
| 45 | - | ||
| 46 | - edge_list.append(edge) | ||
| 47 | - graph.add_nodes_from(BB_school_list[i]) | ||
| 48 | - graph.add_edges_from(edge_list[i], weight = round(BB_player_list[i]/100000000,5)) | ||
| 49 | - graph_list.append(graph) | ||
| 50 | - | ||
| 51 | - | ||
| 52 | -total = nx.Graph() | ||
| 53 | - | ||
| 54 | -for i in range(0,856): | ||
| 55 | - total = nx.compose(total, graph_list[i]) | ||
| 56 | - | ||
| 57 | -degree = total.degree() | ||
| 58 | -nx.write_gexf(total, "baseball.gexf") | ||
| 59 | - | ||
| 60 | -options = { | ||
| 61 | - 'edge_color': '#FFDEA2', | ||
| 62 | - 'width': 1, | ||
| 63 | - 'with_labels': True, | ||
| 64 | - 'font_weight': 'regular', | ||
| 65 | -} | ||
| 66 | - | ||
| 67 | -plt.figure(figsize=(20,20)) | ||
| 68 | -pos = nx.spring_layout(total, iterations = 10) | ||
| 69 | -nx.draw(total, pos, **options, font_family='batang', font_color='black', font_size=8) | ||
| 70 | -ax = plt.gca() | ||
| 71 | -ax.collections[0].set_edgecolor("#555555") | ||
| 72 | -plt.show() | ||
| 73 | - | ||
| 74 | - |
소스코드/baseball.xlsx
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