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소스코드/movie.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 | -load_wb = load_workbook("movie_top500.xlsx", data_only=True) | ||
8 | -load_ws = load_wb['Sheet1'] | ||
9 | - | ||
10 | - | ||
11 | -def make_edge(movielist): | ||
12 | - edge_list = [] | ||
13 | - for i in range(0,len(movielist)): | ||
14 | - for j in range(0, len(movielist)): | ||
15 | - if i == j: | ||
16 | - break | ||
17 | - else: | ||
18 | - edge_list.append((movielist[i],movielist[j])) | ||
19 | - return edge_list | ||
20 | - | ||
21 | -movie_director_list = [] | ||
22 | -movie_audience_list = [] | ||
23 | - | ||
24 | -for i in range(7,507,1): | ||
25 | - distributor_name='L'+str(i) | ||
26 | - director_name='K'+str(i) | ||
27 | - name3=(str(load_ws[distributor_name].value) +','+ str(load_ws[director_name].value)).split(',') | ||
28 | - movie_audience_list.append(int(load_ws['F'+str(i)].value)) | ||
29 | - movie_director_list.append(name3) | ||
30 | - | ||
31 | - | ||
32 | -movie_edge_list = [] | ||
33 | -movie_graph_list = [] | ||
34 | -movie_check_list = [] | ||
35 | - | ||
36 | -for i in range(0, 500): | ||
37 | - movie_graph = nx.Graph() | ||
38 | - movie_edge = make_edge(movie_director_list[i]) | ||
39 | - if movie_director_list[i] in movie_check_list: | ||
40 | - movie_audience_list[i]=movie_audience_list[i]+movie_audience_list[movie_check_list.index(movie_director_list[i])] | ||
41 | - movie_audience_list[movie_check_list.index(movie_director_list[i])]=movie_audience_list[i] | ||
42 | - movie_check_list.append(movie_director_list[i]) | ||
43 | - else: | ||
44 | - movie_check_list.append(movie_director_list[i]) | ||
45 | - | ||
46 | - movie_edge_list.append(movie_edge) | ||
47 | - movie_graph.add_nodes_from(movie_director_list[i]) | ||
48 | - movie_graph.add_edges_from(movie_edge_list[i], weight = round(movie_audience_list[i]/100000000,5)) | ||
49 | - movie_graph_list.append(movie_graph) | ||
50 | - | ||
51 | - | ||
52 | -movie_total = nx.Graph() | ||
53 | - | ||
54 | -for i in range(0,500): | ||
55 | - movie_total = nx.compose(movie_total, movie_graph_list[i]) | ||
56 | - | ||
57 | -degree = movie_total.degree() | ||
58 | -nx.write_gexf(movie_total, "movie.gexf") | ||
59 | - | ||
60 | - | ||
61 | -plt.figure(figsize=(20,20)) | ||
62 | -pos = nx.spring_layout(movie_total, iterations = 10) | ||
63 | -nx.draw(movie_total, pos, alpha = 1, line_color= 'black', linewidths = 0, width = 0.05 ,node_size = 100, node_color = 'w', with_labels = True, font_family='NanumGothic', font_color='black', font_size=8) | ||
64 | -plt.show() | ||
65 | - | ||
66 | - |
-
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