가중연결중심성

+<?xml version='1.0' encoding='utf-8'?>
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+  <meta lastmodifieddate="2020-06-12">
+    <creator>NetworkX 2.4</creator>
+  </meta>
+  <graph defaultedgetype="undirected" mode="static" name="">
+    <nodes>
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+      <node id="씨제이이앤엠(주)" label="씨제이이앤엠(주)" />
+      <node id="이병헌" label="이병헌" />
+      <node id="김용화" label="김용화" />
+      <node id="롯데쇼핑㈜롯데엔터테인먼트" label="롯데쇼핑㈜롯데엔터테인먼트" />
+      <node id="윤제균" label="윤제균" />
+      <node id="조 루소" label="조 루소" />
+      <node id="안소니 루소" label="안소니 루소" />
+      <node id="월트디즈니" label="월트디즈니" />
+      <node id="크리스 벅" label="크리스 벅" />
+      <node id=" 제니퍼 리" label=" 제니퍼 리" />
+      <node id="제임스 캐머런" label="제임스 캐머런" />
+      <node id="주식회사 해리슨앤컴퍼니" label="주식회사 해리슨앤컴퍼니" />
+      <node id="이십세기폭스" label="이십세기폭스" />
+      <node id="류승완" label="류승완" />
+      <node id="봉준호" label="봉준호" />
+      <node id="(주)쇼박스" label="(주)쇼박스" />
+      <node id="최동훈" label="최동훈" />
+      <node id="이환경" label="이환경" />
+      <node id="(주)넥스트엔터테인먼트" label="(주)넥스트엔터테인먼트" />
+      <node id="가이 리치" label="가이 리치" />
+      <node id="추창민" label="추창민" />
+      <node id="이준익" label="이준익" />
+      <node id="(주)시네마서비스" label="(주)시네마서비스" />
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+      <node id="장훈" label="장훈" />
+      <node id="강제규" label="강제규" />
+      <node id="연상호" label="연상호" />
+      <node id="씨제이엔터테인먼트" label="씨제이엔터테인먼트" />
+      <node id="양우석" label="양우석" />
+      <node id="강우석" label="강우석" />
+      <node id="조스 웨던" label="조스 웨던" />
+      <node id="소니픽쳐스" label="소니픽쳐스" />
+      <node id="크리스토퍼 놀란" label="크리스토퍼 놀란" />
+      <node id="워너브러더스" label="워너브러더스" />
+      <node id="브라이언 싱어" label="브라이언 싱어" />
+      <node id="이일형" label="이일형" />
+      <node id="이상근" label="이상근" />
+      <node id="한재림" label="한재림" />
+      <node id="셰인 블랙" label="셰인 블랙" />
+      <node id="이석훈" label="이석훈" />
+      <node id="황동혁" label="황동혁" />
+      <node id="김종현" label="김종현" />
+      <node id="심형래" label="심형래" />
+      <node id="이해준" label="이해준" />
+      <node id="(주)덱스터스튜디오" label="(주)덱스터스튜디오" />
+      <node id="강형철" label="강형철" />
+      <node id="존 왓츠" label="존 왓츠" />
+      <node id="배종" label="배종" />
+      <node id="김성훈" label="김성훈" />
+      <node id="마이클 베이" label="마이클 베이" />
+      <node id="브래드 버드" label="브래드 버드" />
+      <node id="김지운" label="김지운" />
+      <node id="김지훈" label="김지훈" />
+      <node id="장준환" label="장준환" />
+      <node id="조의석" label="조의석" />
+      <node id="우민호" label="우민호" />
+      <node id="이재한" label="이재한" />
+      <node id="이계벽" label="이계벽" />
+      <node id="장철수" label="장철수" />
+      <node id="나홍진" label="나홍진" />
+      <node id="강윤성" label="강윤성" />
+      <node id="메가박스중앙(주)플러스엠" label="메가박스중앙(주)플러스엠" />
+      <node id="(주)키위미디어그룹" label="(주)키위미디어그룹" />
+      <node id="조성희" label="조성희" />
+      <node id="크리스토퍼 맥쿼리" label="크리스토퍼 맥쿼리" />
+      <node id="이정범" label="이정범" />
+      <node id="매튜 본" label="매튜 본" />
+      <node id="김동원" label="김동원" />
+      <node id="김학순" label="김학순" />
+      <node id="피터 잭슨" label="피터 잭슨" />
+      <node id="(주)디스테이션" label="(주)디스테이션" />
+      <node id="톰 후퍼" label="톰 후퍼" />
+      <node id="유니버설픽쳐스" label="유니버설픽쳐스" />
+      <node id="None" label="None" />
+      <node id="애너 보든" label="애너 보든" />
+      <node id="라이언 플렉" label="라이언 플렉" />
+      <node id="J.J. 에이브럼스" label="J.J. 에이브럼스" />
+      <node id="UIP코리아" label="UIP코리아" />
+      <node id="후안 안토니오 바요나" label="후안 안토니오 바요나" />
+      <node id="김주환" label="김주환" />
+      <node id="정용기" label="정용기" />
+      <node id="허정" label="허정" />
+      <node id="허진호" label="허진호" />
+      <node id="김병우" label="김병우" />
+      <node id="콜린 트레보로우" label="콜린 트레보로우" />
+      <node id="롤랜드 에머리히" label="롤랜드 에머리히" />
+      <node id="페이튼 리드" label="페이튼 리드" />
+      <node id="스콧 데릭슨" label="스콧 데릭슨" />
+      <node id="장재현" label="장재현" />
+      <node id="김광식" label="김광식" />
+      <node id="라이언 쿠글러" label="라이언 쿠글러" />
+      <node id="이한" label="이한" />
+      <node id="이재규" label="이재규" />
+      <node id="토드 필립스" label="토드 필립스" />
+      <node id="마크 포스터" label="마크 포스터" />
+      <node id="정윤철" label="정윤철" />
+      <node id="빌 콘돈" label="빌 콘돈" />
+      <node id="이해영" label="이해영" />
+      <node id="여인영" label="여인영" />
+      <node id="제임스 완" label="제임스 완" />
+      <node id="윤종빈" label="윤종빈" />
+      <node id="피트 닥터" label="피트 닥터" />
+      <node id="고어 버빈스키" label="고어 버빈스키" />
+      <node id="김경형" label="김경형" />
+      <node id="샘 레이미" label="샘 레이미" />
+      <node id="김주호" label="김주호" />
+      <node id="리들리 스콧" label="리들리 스콧" />
+      <node id="타이카 와이티티" label="타이카 와이티티" />
+      <node id="마크 웹" label="마크 웹" />
+      <node id="진모영" label="진모영" />
+      <node id="CGV아트하우스" label="CGV아트하우스" />
+      <node id="(주)대명문화공장" label="(주)대명문화공장" />
+      <node id="김석윤" label="김석윤" />
+      <node id="원신연" label="원신연" />
+      <node id="이영용" label="이영용" />
+      <node id="존 파브로" label="존 파브로" />
+      <node id="바이론 하워드" label="바이론 하워드" />
+      <node id="리치 무어" label="리치 무어" />
+      <node id="더그 라이만" label="더그 라이만" />
+      <node id="박훈정" label="박훈정" />
+      <node id="마크 오스본" label="마크 오스본" />
+      <node id="존 스티븐슨" label="존 스티븐슨" />
+      <node id="데이빗 예이츠" label="데이빗 예이츠" />
+      <node id="브에나비스타인터내셔널코리아" label="브에나비스타인터내셔널코리아" />
+      <node id="숀 레비" label="숀 레비" />
+      <node id="민규동" label="민규동" />
+      <node id="손용호" label="손용호" />
+      <node id="박정우" label="박정우" />
+      <node id="맥지" label="맥지" />
+      <node id="필리다 로이드" label="필리다 로이드" />
+      <node id="박찬욱" label="박찬욱" />
+      <node id="스티븐 스필버그" label="스티븐 스필버그" />
+      <node id="이용주" label="이용주" />
+      <node id="곽경택" label="곽경택" />
+      <node id="롭 코헨" label="롭 코헨" />
+      <node id="신태라" label="신태라" />
+      <node id="임순례" label="임순례" />
+      <node id="(주)싸이더스" label="(주)싸이더스" />
+      <node id="장창원" label="장창원" />
+      <node id="강형철&#10;" label="강형철&#10;" />
+      <node id="맷 리브스" label="맷 리브스" />
+      <node id="크리스 콜럼버스" label="크리스 콜럼버스" />
+      <node id="알레산드로 칼로니" label="알레산드로 칼로니" />
+      <node id="조진규" label="조진규" />
+      <node id="루벤 플레셔" label="루벤 플레셔" />
+      <node id="볼프강 페터젠" label="볼프강 페터젠" />
+      <node id="조지 밀러" label="조지 밀러" />
+      <node id="김태균" label="김태균" />
+      <node id="데이빗 레이치" label="데이빗 레이치" />
+      <node id="유하" label="유하" />
+      <node id="최국희" label="최국희" />
+      <node id="김유진" label="김유진" />
+      <node id="알렉스 커츠먼" label="알렉스 커츠먼" />
+      <node id="김도영" label="김도영" />
+      <node id="신카이 마코토" label="신카이 마코토" />
+      <node id="F. 게리 그레이" label="F. 게리 그레이" />
+      <node id="마이크 뉴웰" label="마이크 뉴웰" />
+      <node id="낸시 마이어스" label="낸시 마이어스" />
+      <node id="데이미언 셔젤" label="데이미언 셔젤" />
+      <node id="판씨네마(주)" label="판씨네마(주)" />
+      <node id="조정래" label="조정래" />
+      <node id="(주)와우픽쳐스" label="(주)와우픽쳐스" />
+      <node id="조범구" label="조범구" />
+      <node id="이재용" label="이재용" />
+      <node id="리 언크리치" label="리 언크리치" />
+      <node id="릴리 워쇼스키" label="릴리 워쇼스키" />
+      <node id="라나 워쇼스키" label="라나 워쇼스키" />
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+      <node id="존 카니" label="존 카니" />
+      <node id="이승준" label="이승준" />
+      <node id="최성현" label="최성현" />
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+      <node id="렌 와이즈먼" label="렌 와이즈먼" />
+      <node id="배리 소넨필드" label="배리 소넨필드" />
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+      <node id="(주)에이스메이커무비웍스" label="(주)에이스메이커무비웍스" />
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+      <node id="피에르 꼬팽" label="피에르 꼬팽" />
+      <node id="카일 발다" label="카일 발다" />
+      <node id="팀 밀러" label="팀 밀러" />
+      <node id="최정열" label="최정열" />
+      <node id="캘리 애스버리" label="캘리 애스버리" />
+      <node id="앤드류 아담슨" label="앤드류 아담슨" />
+      <node id="콘래드 베논" label="콘래드 베논" />
+      <node id="김현석" label="김현석" />
+      <node id="(주)리틀빅픽쳐스" label="(주)리틀빅픽쳐스" />
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+      <node id="앨런 테일러" label="앨런 테일러" />
+      <node id="알폰소 쿠아론" label="알폰소 쿠아론" />
+      <node id="이언희" label="이언희" />
+      <node id="김호준" label="김호준" />
+      <node id="코리아픽쳐스(주)" label="코리아픽쳐스(주)" />
+      <node id="영화사청어람(주)" label="영화사청어람(주)" />
+      <node id="박진표" label="박진표" />
+      <node id="송해성" label="송해성" />
+      <node id="(주)프라임엔터테인먼트" label="(주)프라임엔터테인먼트" />
+      <node id="롭 마샬" label="롭 마샬" />
+      <node id="김성수" label="김성수" />
+      <node id="아이러브시네마" label="아이러브시네마" />
+      <node id="김상진" label="김상진" />
+      <node id="존 추" label="존 추" />
+      <node id="강대규" label="강대규" />
+      <node id="이연우" label="이연우" />
+      <node id="요아킴 뢰닝" label="요아킴 뢰닝" />
+      <node id="에스펜 샌버그" label="에스펜 샌버그" />
+      <node id="전윤수" label="전윤수" />
+      <node id="미야자키 하야오" label="미야자키 하야오" />
+      <node id="(주)이수C&amp;E" label="(주)이수C&amp;E" />
+      <node id="황인호" label="황인호" />
+      <node id="딘 패리소트" label="딘 패리소트" />
+      <node id="딘 데블로이스" label="딘 데블로이스" />
+      <node id="권수경" label="권수경" />
+      <node id="크리스 웨이츠" label="크리스 웨이츠" />
+      <node id="조근현" label="조근현" />
+      <node id="(주)인벤트스톤" label="(주)인벤트스톤" />
+      <node id="이충렬" label="이충렬" />
+      <node id="㈜인디스토리" label="㈜인디스토리" />
+      <node id="아니쉬 차간티" label="아니쉬 차간티" />
+      <node id="나현" label="나현" />
+      <node id="잭 스나이더" label="잭 스나이더" />
+      <node id="김한결" label="김한결" />
+      <node id="필립 노이스" label="필립 노이스" />
+      <node id="김영탁" label="김영탁" />
+      <node id="티무르 베크맘베토브" label="티무르 베크맘베토브" />
+      <node id="엄유나" label="엄유나" />
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+    </edges>
+  </graph>
+</gexf>

+#-*-encoding utf-8 -*-
+import matplotlib.pyplot as plt
+import networkx as nx
+from openpyxl import load_workbook
+
+
+movie_director_list = []
+movie_audience_list = []
+movie_edge_list = []
+movie_graph_list = []
+movie_check_list = []
+max_audience=-1
+load_wb = load_workbook("movie_top500.xlsx", data_only=True)
+load_ws = load_wb['Sheet1']
+
+
+def make_edge(movielist):
+    edge_list = []
+    for i in range(0,len(movielist)):
+            for j in range(0, len(movielist)):
+                if i == j:
+                    break
+                else:
+                    edge_list.append((movielist[i],movielist[j]))
+    return edge_list
+
+
+
+for i in range(7,507,1):
+    distributor_name='L'+str(i)
+    director_name='K'+str(i)
+    name3=(str(load_ws[distributor_name].value) +','+ str(load_ws[director_name].value)).split(',')
+    movie_audience_list.append(int(load_ws['F'+str(i)].value))
+    movie_director_list.append(name3)
+
+
+
+
+for i in range(0, 500):
+    if movie_director_list[i] in movie_check_list:
+       movie_audience_list[i]=movie_audience_list[i]+movie_audience_list[movie_check_list.index(movie_director_list[i])]
+       movie_audience_list[movie_check_list.index(movie_director_list[i])]=movie_audience_list[i]
+       movie_check_list.append(movie_director_list[i])
+    else:
+        movie_check_list.append(movie_director_list[i])
+    if movie_audience_list[i] > max_audience:
+        max_audience=movie_audience_list[i]
+        
+
+for i in range(0, 500):
+    movie_graph = nx.Graph()
+    movie_edge = make_edge(movie_director_list[i])    
+    movie_edge_list.append(movie_edge)
+    movie_graph.add_nodes_from(movie_director_list[i])
+    movie_graph.add_edges_from(movie_edge_list[i], weight = movie_audience_list[i]/(max_audience+1))
+    movie_graph_list.append(movie_graph)
+
+
+movie_total = nx.Graph()
+
+for i in range(0,500):
+    movie_total = nx.compose(movie_total, movie_graph_list[i])
+
+degree = movie_total.degree()
+nx.write_gexf(movie_total, "movie_weight.gexf")
+
+
+
+
+plt.figure(figsize=(20,20))
+pos = nx.spring_layout(movie_total, iterations = 10)
+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)
+plt.show()
+
+