2020-1-capstone-design2 / 2014104137

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csv 파일 정리 및 중간보고서 수정

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Showing 6 changed files with 226 additions and 477 deletions
1 +1,명량,"135,757,221,810","17,615,658","1,587","188,716"
2 +2,극한직업,"139,653,039,516","16,265,855","2,003","292,665"
3 +3,신과함께-죄와 벌,"115,707,627,637","14,411,775","1,912","213,316"
4 +4,국제시장,"110,944,262,730","14,263,940","1,044","212,693"
5 +5,베테랑,"105,170,856,250","13,414,484","1,115","199,307"
6 +6,도둑들,"93,672,361,700","12,984,692","1,091","155,485"
7 +7,7번방의 선물,"91,434,811,670","12,811,714",866,"166,855"
8 +8,암살,"98,468,525,781","12,706,829","1,519","175,214"
9 +9,"광해, 왕이 된 남자","88,913,283,469","12,324,062","1,001","203,464"
10 +10,신과함께-인과 연,"102,677,675,409","12,276,350","2,235","180,043"
11 +11,택시운전사,"95,871,287,649","12,189,654","1,906","184,200"
12 +12,부산행,"93,187,397,548","11,567,662","1,788","151,530"
13 +13,변호인,"82,874,748,788","11,375,123",925,"152,284"
14 +14,해운대,"81,027,925,000","11,324,958",764,"154,329"
15 +15,괴물,"66,717,700,300","10,917,400",647,"113,105"
16 +16,왕의 남자,"66,018,145,400","10,513,976",313,"111,180"
17 +17,기생충,"87,274,446,675","10,289,601","1,948","200,496"
18 +18,검사외전,"77,320,403,264","9,707,581","1,812","153,532"
19 +19,엑시트,"79,232,932,162","9,426,131","1,660","202,225"
20 +20,설국열차,"67,027,834,500","9,352,604","1,128","125,417"
21 +21,관상,"66,009,826,500","9,135,806","1,240","125,107"
22 +22,해적: 바다로 간 산적,"66,372,140,706","8,666,208",910,"133,354"
23 +23,수상한 그녀,"62,720,514,849","8,660,623","1,027","137,007"
24 +24,백두산,"69,816,164,300","8,251,749","1,971","174,313"
25 +25,과속스캔들,"53,801,341,400","8,223,342",408,"145,556"
26 +26,국가대표,"57,570,773,000","8,035,181",570,"131,671"
27 +27,디워,"49,340,084,700","7,855,474",622,"96,439"
28 +28,공조,"63,783,303,326","7,817,654","1,392","142,991"
29 +29,히말라야,"60,175,363,015","7,759,761","1,095","142,715"
30 +30,밀정,"61,270,079,831","7,500,457","1,444","138,162"
31 +31,최종병기 활,"55,827,861,500","7,470,633",615,"130,055"
32 +32,써니,"54,038,534,700","7,363,139",546,"149,154"
33 +33,1987,"58,169,776,145","7,232,387","1,299","138,226"
34 +34,베를린,"52,358,372,637","7,166,688",894,"111,760"
35 +35,마스터,"58,068,236,865","7,150,586","1,501","126,927"
36 +36,터널,"57,530,028,417","7,120,780","1,105","113,214"
37 +37,내부자들,"56,604,868,557","7,073,516","1,129","152,763"
38 +38,인천상륙작전,"55,112,241,303","7,051,237","1,049","97,035"
39 +39,럭키,"56,445,323,256","6,975,631","1,234","155,991"
40 +40,은밀하게 위대하게,"48,700,887,413","6,959,083","1,341","117,462"
41 +41,범죄도시,"56,322,153,349","6,880,546","1,315","149,389"
42 +42,곡성,"55,864,308,382","6,879,989","1,485","130,332"
43 +43,화려한 휴가,"44,098,824,600","6,855,433",551,"96,536"
44 +44,"좋은 놈, 나쁜 놈, 이상한 놈","43,755,980,300","6,686,075",824,"93,589"
45 +45,늑대소년,"46,594,814,400","6,655,068",854,"109,166"
46 +46,군함도,"50,510,565,168","6,592,151","2,027","108,775"
47 +47,웰컴 투 동막골,"40,329,355,500","6,436,900",356,"72,129"
48 +48,사도,"48,846,045,501","6,247,651","1,210","124,264"
49 +49,아저씨,"47,104,059,000","6,178,665",501,"109,891"
50 +50,미녀는 괴로워,"36,292,848,900","6,081,480",418,"87,141"
51 +51,전우치,"44,093,407,200","6,065,474",612,"102,357"
52 +52,연평해전,"45,567,755,830","6,045,049","1,013","114,489"
53 +53,타짜,"36,182,617,500","5,685,715",492,"76,887"
54 +54,청년경찰,"44,382,020,516","5,653,444","1,102","118,547"
55 +55,숨바꼭질,"39,602,995,500","5,604,106",779,"88,066"
56 +56,덕혜옹주,"44,397,617,609","5,599,995",964,"97,327"
57 +57,더 테러 라이브,"39,870,954,381","5,584,295",809,"93,489"
58 +58,감시자들,"39,389,732,679","5,509,019",949,"100,349"
59 +59,검은 사제들,"42,412,952,592","5,443,232","1,109","131,179"
60 +60,안시성,"46,342,006,026","5,441,020","1,540","110,444"
61 +61,의형제,"40,154,381,000","5,416,923",569,"118,251"
62 +62,더 킹,"43,492,782,535","5,318,007","1,310","107,986"
63 +63,완득이,"38,533,831,000","5,311,353",629,"117,850"
64 +64,완벽한 타인,"44,356,976,474","5,294,154","1,325","143,075"
65 +65,타워,"37,656,008,000","5,181,244",638,"81,151"
66 +66,투사부일체,"31,959,686,000","5,074,314",407,"54,339"
67 +67,독전,"43,486,831,113","5,063,844","1,532","140,008"
68 +68,추격자,"33,986,959,000","5,046,096",433,"106,805"
69 +69,공작,"42,795,690,816","4,975,517","1,317","99,122"
70 +70,바람과 함께 사라지다,"34,614,720,161","4,909,950",694,"78,594"
71 +71,"님아, 그 강을 건너지 마오","37,358,296,079","4,802,416",806,"93,456"
72 +72,봉오동 전투,"40,588,648,538","4,787,538","1,476","107,030"
73 +73,조선명탐정 : 각시투구꽃의 비밀,"35,841,769,500","4,786,259",634,"84,189"
74 +74,군도: 민란의 시대,"36,990,394,499","4,775,811","1,394","67,259"
75 +75,남산의 부장들,"41,223,567,650","4,750,100","1,659","140,046"
76 +76,범죄와의 전쟁: 나쁜놈들 전성시대,"36,540,417,500","4,720,060",713,"91,893"
77 +77,신세계,"34,892,973,605","4,684,571",671,"90,717"
78 +78,도가니,"35,567,476,000","4,662,926",756,"88,345"
79 +79,내 아내의 모든 것,"34,224,467,500","4,598,985",563,"91,777"
80 +80,판도라,"36,069,197,064","4,585,116","1,184","100,273"
81 +81,나쁜 녀석들: 더 무비,"39,560,195,124","4,573,902","1,511","113,938"
82 +82,가문의 위기(가문의 영광2),"28,622,355,500","4,529,876",351,"61,009"
83 +83,연가시,"32,176,550,664","4,516,063",759,"71,932"
84 +84,강철비,"35,490,346,466","4,452,850","1,426","80,359"
85 +85,강철중: 공공의 적 1-1,"28,638,465,100","4,313,102",707,"74,158"
86 +86,아가씨,"35,220,812,991","4,288,908","1,171","90,384"
87 +87,말아톤,"26,285,057,000","4,196,859",238,"59,495"
88 +88,용의자,"30,037,521,000","4,131,338",807,"69,124"
89 +89,건축학개론,"30,242,262,900","4,113,696",593,"106,578"
90 +90,댄싱퀸,"30,130,775,500","4,058,225",544,"80,987"
91 +91,7급 공무원,"26,380,710,000","4,039,891",475,"90,779"
92 +92,우리 생애 최고의 순간,"26,119,898,000","4,018,872",418,"70,724"
93 +93,꾼,"31,313,568,795","4,018,341","1,314","117,419"
94 +94,타짜-신의 손,"32,373,120,927","4,015,361",890,"80,584"
95 +95,박수건달,"28,379,548,569","3,897,969",603,"60,604"
96 +96,조선명탐정 : 사라진 놉의 딸,"30,456,879,428","3,872,015",825,"80,499"
97 +97,역린,"29,895,031,890","3,849,700","1,054","83,304"
98 +98,남한산성,"31,225,419,792","3,849,129","1,229","71,102"
99 +99,암수살인,"32,998,321,048","3,789,553","1,177","126,128"
100 +100,국가부도의 날,"30,893,315,837","3,755,233","1,180","101,077"
101 +101,쌍화점,"25,411,823,400","3,749,034",532,"72,498"
102 +102,신기전,"24,326,406,000","3,728,439",585,"78,464"
103 +103,82년생 김지영,"30,305,744,310","3,679,019","1,486","145,461"
104 +104,귀향,"27,250,291,990","3,587,252",876,"90,289"
105 +105,신의 한 수,"28,812,027,456","3,566,852",794,"77,110"
106 +106,태풍,"22,209,675,300","3,471,150",481,"47,155"
107 +107,부러진 화살,"25,938,096,000","3,460,212",530,"71,607"
108 +108,끝까지 간다,"27,007,303,900","3,450,305",645,"84,876"
109 +109,스파이,"24,513,098,305","3,436,092",785,"72,805"
110 +110,그것만이 내 세상,"27,456,960,382","3,420,199",956,"95,438"
111 +111,돈,"28,870,244,062","3,389,125","1,431","120,809"
112 +112,악인전,"29,133,760,150","3,364,712","1,307","97,351"
113 +113,이끼,"25,437,344,000","3,350,311",740,"58,200"
114 +114,한반도,"20,597,497,600","3,331,593",483,"49,539"
115 +115,포화속으로,"23,831,968,600","3,330,326",742,"80,093"
116 +116,시동,"28,107,024,360","3,317,847","1,515","93,433"
117 +117,아이 캔 스피크,"25,551,269,986","3,283,470","1,140","93,074"
118 +118,마녀,"27,242,029,463","3,189,091","1,117","90,843"
119 +119,탐정: 리턴즈,"26,909,514,678","3,152,895","1,137","107,909"
120 +120,공공의 적 2,"20,091,142,000","3,134,424",299,"40,643"
121 +121,퀵,"22,960,890,000","3,125,069",514,"60,714"
122 +122,친절한 금자씨,"20,503,781,593","3,122,056",386,"41,575"
123 +123,감기,"21,774,884,000","3,117,859",806,"55,046"
124 +124,스물,"23,563,705,686","3,044,859",926,"100,167"
125 +125,거북이 달린다,"20,618,276,000","3,024,666",432,"69,946"
126 +126,헬로우 고스트,"22,057,866,500","3,019,960",472,"57,579"
127 +127,하모니,"21,641,865,000","3,018,154",384,"77,732"
128 +128,오싹한 연애,"22,011,287,000","3,009,406",544,"62,079"
129 +129,방자전,"22,490,392,000","2,985,556",495,"67,573"
130 +130,형,"23,133,206,693","2,982,514",993,"83,599"
131 +131,마더,"19,989,614,800","2,981,953",642,"71,509"
132 +132,그놈 목소리,"17,598,617,600","2,972,299",498,"48,673"
133 +133,친구 2,"21,804,687,513","2,971,475",968,"69,865"
134 +134,식객,"18,984,549,500","2,965,359",406,"67,339"
135 +135,26년,"21,242,367,145","2,963,652",611,"50,679"
136 +136,고지전,"21,968,680,600","2,945,151",585,"53,745"
137 +137,워낭소리,"19,077,014,900","2,934,883",274,"63,274"
138 +138,프리즌,"23,790,276,987","2,931,897","1,047","89,024"
139 +139,가장 보통의 연애,"24,885,803,430","2,924,563","1,073","111,527"
140 +140,말모이,"23,989,598,520","2,866,453","1,203","87,843"
141 +141,극비수사,"22,389,535,897","2,860,786",894,"66,211"
142 +142,표적,"22,256,881,300","2,841,884",716,"72,256"
143 +143,너의 결혼식,"23,676,244,369","2,820,969",970,"98,193"
144 +144,내가 살인범이다,"20,392,518,000","2,729,827",547,"58,415"
145 +145,부당거래,"21,000,698,100","2,723,773",502,"69,796"
146 +146,소원,"18,529,944,600","2,711,094",651,"72,331"
147 +147,너는 내 운명,"17,656,835,000","2,701,974",306,"46,699"
148 +148,시라노; 연애조작단,"19,838,443,000","2,684,798",415,"77,739"
149 +149,곤지암,"21,444,236,144","2,675,883","1,124","88,553"
150 +150,살인자의 기억법,"21,375,287,492","2,658,589","1,064","88,686"
151 +151,마파도,"16,751,202,503","2,636,857",178,"49,473"
152 +152,후궁 : 제왕의 첩,"19,330,736,000","2,636,385",624,"69,119"
153 +153,탐정 : 더 비기닝,"20,463,956,973","2,625,686",764,"54,995"
154 +154,지금 만나러 갑니다,"20,800,916,128","2,602,273","1,191","97,482"
155 +155,가문의 부활 - 가문의 영광3,"15,996,330,400","2,598,859",444,"51,434"
156 +156,위험한 상견례,"19,174,920,500","2,595,625",524,"75,068"
157 +157,아수라,"20,582,479,662","2,594,695","1,278","68,060"
158 +158,보안관,"20,844,488,409","2,588,628","1,091","63,709"
159 +159,기술자들,"19,894,297,783","2,564,340",641,"43,224"
160 +160,굿모닝 프레지던트,"18,567,863,300","2,554,960",586,"69,955"
161 +161,태극기 휘날리며,"15,688,614,500","2,545,566",115,"22,422"
162 +162,라스트 갓파더,"18,511,991,000","2,541,603",547,"46,450"
163 +163,1번가의 기적,"15,494,122,100","2,535,450",340,"54,566"
164 +164,증인,"20,483,149,331","2,534,793","1,047","89,574"
165 +165,목격자,"21,737,061,097","2,524,720","1,021","71,403"
166 +166,조작된 도시,"20,144,704,587","2,515,590","1,019","62,242"
167 +167,블랙머니,"20,871,409,010","2,480,145","1,141","77,508"
168 +168,반창꼬,"17,911,274,787","2,475,797",466,"46,879"
169 +169,우리들의 행복한 시간,"14,938,924,000","2,472,160",414,"47,315"
170 +170,조선명탐정: 흡혈괴마의 비밀,"19,822,789,764","2,444,136","1,249","74,953"
171 +171,화차,"18,463,007,000","2,436,884",548,"62,653"
172 +172,이웃사람,"18,089,332,369","2,434,435",600,"56,755"
173 +173,재심,"19,266,319,637","2,421,197",935,"68,402"
174 +174,히트맨,"20,610,780,500","2,405,882","1,122","87,774"
175 +175,사바하,"20,008,066,194","2,398,581","1,174","78,097"
176 +176,화이: 괴물을 삼킨 아이,"17,695,683,795","2,394,487",817,"59,051"
177 +177,의뢰인,"17,797,131,500","2,393,103",522,"58,416"
178 +178,가문의 영광4 - 가문의 수난,"17,792,219,500","2,368,267",537,"48,432"
179 +179,블라인드,"18,390,012,500","2,367,942",404,"49,359"
180 +180,박열,"18,096,420,795","2,359,707","1,176","78,504"
181 +181,미인도,"15,655,329,500","2,342,579",450,"69,523"
182 +182,음란서생,"14,944,551,700","2,304,368",347,"38,967"
183 +183,내 생애 가장 아름다운 일주일,"14,710,541,000","2,290,709",296,"41,058"
184 +184,하녀,"17,038,839,500","2,267,579",555,"59,625"
185 +185,황해,"17,497,165,500","2,260,512",618,"42,102"
186 +186,7광구,"19,391,653,500","2,242,510",812,"47,346"
187 +187,타짜: 원 아이드 잭,"19,687,491,214","2,229,281","1,429","66,480"
188 +188,박쥐,"14,857,692,000","2,208,165",499,"45,533"
189 +189,마당을 나온 암탉,"14,683,917,500","2,204,374",363,"39,527"
190 +190,악의 연대기,"17,361,815,332","2,192,525",776,"64,351"
191 +191,강남 1970,"17,718,699,499","2,192,276",841,"53,304"
192 +192,신의 한 수: 귀수편,"18,480,216,050","2,159,081","1,246","82,189"
193 +193,마이 웨이,"15,995,187,000","2,142,670",645,"52,027"
194 +194,나의 사랑 나의 신부,"16,636,404,305","2,141,155",629,"69,684"
195 +195,바르게 살자,"13,944,930,000","2,135,606",372,"55,993"
196 +196,내 사랑 내 곁에,"15,584,755,500","2,135,509",478,"65,168"
197 +197,초능력자,"15,374,798,000","2,130,645",612,"58,009"
198 +198,굿바이 싱글,"16,913,282,195","2,108,561",841,"56,390"
199 +199,몽타주,"15,002,458,500","2,095,592",544,"53,195"
200 +200,명당,"17,900,775,524","2,087,474","1,117","58,450"
1 -명량,"17,615,658"
2 -극한직업,"16,265,855"
3 -신과함께-죄와 벌,"14,411,775"
4 -국제시장,"14,263,940"
5 -베테랑,"13,414,484"
6 -도둑들,"12,984,692"
7 -7번방의 선물,"12,811,714"
8 -암살,"12,706,829"
9 -"광해, 왕이 된 남자","12,324,062"
10 -신과함께-인과 연,"12,276,350"
11 -택시운전사,"12,189,654"
12 -부산행,"11,567,662"
13 -변호인,"11,375,123"
14 -해운대,"11,324,958"
15 -괴물,"10,917,400"
16 -왕의 남자,"10,513,976"
17 -기생충,"10,289,601"
18 -검사외전,"9,707,581"
19 -엑시트,"9,426,131"
20 -설국열차,"9,352,604"
21 -관상,"9,135,806"
22 -해적: 바다로 간 산적,"8,666,208"
23 -수상한 그녀,"8,660,623"
24 -백두산,"8,251,749"
25 -과속스캔들,"8,223,342"
26 -국가대표,"8,035,181"
27 -디워,"7,855,474"
28 -공조,"7,817,654"
29 -히말라야,"7,759,761"
30 -밀정,"7,500,457"
31 -최종병기 활,"7,470,633"
32 -써니,"7,363,139"
33 -1987,"7,232,387"
34 -베를린,"7,166,688"
35 -마스터,"7,150,586"
36 -터널,"7,120,780"
37 -내부자들,"7,073,516"
38 -인천상륙작전,"7,051,237"
39 -럭키,"6,975,631"
40 -은밀하게 위대하게,"6,959,083"
41 -범죄도시,"6,880,546"
42 -곡성,"6,879,989"
43 -화려한 휴가,"6,855,433"
44 -"좋은 놈, 나쁜 놈, 이상한 놈","6,686,075"
45 -늑대소년,"6,655,068"
46 -군함도,"6,592,151"
47 -웰컴 투 동막골,"6,436,900"
48 -사도,"6,247,651"
49 -아저씨,"6,178,665"
50 -미녀는 괴로워,"6,081,480"
51 -전우치,"6,065,474"
52 -연평해전,"6,045,049"
53 -타짜,"5,685,715"
54 -청년경찰,"5,653,444"
55 -숨바꼭질,"5,604,106"
56 -덕혜옹주,"5,599,995"
57 -더 테러 라이브,"5,584,295"
58 -감시자들,"5,509,019"
59 -검은 사제들,"5,443,232"
60 -안시성,"5,441,020"
61 -의형제,"5,416,923"
62 -더 킹,"5,318,007"
63 -완득이,"5,311,353"
64 -완벽한 타인,"5,294,154"
65 -타워,"5,181,244"
66 -투사부일체,"5,074,314"
67 -독전,"5,063,844"
68 -추격자,"5,046,096"
69 -공작,"4,975,517"
70 -바람과 함께 사라지다,"4,909,950"
71 -"님아, 그 강을 건너지 마오","4,802,416"
72 -봉오동 전투,"4,787,538"
73 -조선명탐정 : 각시투구꽃의 비밀,"4,786,259"
74 -군도: 민란의 시대,"4,775,811"
75 -남산의 부장들,"4,750,100"
76 -범죄와의 전쟁: 나쁜놈들 전성시대,"4,720,060"
77 -신세계,"4,684,571"
78 -도가니,"4,662,926"
79 -내 아내의 모든 것,"4,598,985"
80 -판도라,"4,585,116"
81 -나쁜 녀석들: 더 무비,"4,573,902"
82 -가문의 위기(가문의 영광2),"4,529,876"
83 -연가시,"4,516,063"
84 -강철비,"4,452,850"
85 -강철중: 공공의 적 1-1,"4,313,102"
86 -아가씨,"4,288,908"
87 -말아톤,"4,196,859"
88 -용의자,"4,131,338"
89 -건축학개론,"4,113,696"
90 -댄싱퀸,"4,058,225"
91 -7급 공무원,"4,039,891"
92 -우리 생애 최고의 순간,"4,018,872"
93 -꾼,"4,018,341"
94 -타짜-신의 손,"4,015,361"
95 -박수건달,"3,897,969"
96 -조선명탐정 : 사라진 놉의 딸,"3,872,015"
97 -역린,"3,849,700"
98 -남한산성,"3,849,129"
99 -암수살인,"3,789,553"
100 -국가부도의 날,"3,755,233"
101 -쌍화점,"3,749,034"
102 -신기전,"3,728,439"
103 -82년생 김지영,"3,679,019"
104 -귀향,"3,587,252"
105 -신의 한 수,"3,566,852"
106 -태풍,"3,471,150"
107 -부러진 화살,"3,460,212"
108 -끝까지 간다,"3,450,305"
109 -스파이,"3,436,092"
110 -그것만이 내 세상,"3,420,199"
111 -돈,"3,389,125"
112 -악인전,"3,364,712"
113 -이끼,"3,350,311"
114 -한반도,"3,331,593"
115 -포화속으로,"3,330,326"
116 -시동,"3,317,847"
117 -아이 캔 스피크,"3,283,470"
118 -마녀,"3,189,091"
119 -탐정: 리턴즈,"3,152,895"
120 -공공의 적 2,"3,134,424"
121 -퀵,"3,125,069"
122 -친절한 금자씨,"3,122,056"
123 -감기,"3,117,859"
124 -스물,"3,044,859"
125 -거북이 달린다,"3,024,666"
126 -헬로우 고스트,"3,019,960"
127 -하모니,"3,018,154"
128 -오싹한 연애,"3,009,406"
129 -방자전,"2,985,556"
130 -형,"2,982,514"
131 -마더,"2,981,953"
132 -그놈 목소리,"2,972,299"
133 -친구 2,"2,971,475"
134 -식객,"2,965,359"
135 -26년,"2,963,652"
136 -고지전,"2,945,151"
137 -워낭소리,"2,934,883"
138 -프리즌,"2,931,897"
139 -가장 보통의 연애,"2,924,563"
140 -말모이,"2,866,453"
141 -극비수사,"2,860,786"
142 -표적,"2,841,884"
143 -너의 결혼식,"2,820,969"
144 -내가 살인범이다,"2,729,827"
145 -부당거래,"2,723,773"
146 -소원,"2,711,094"
147 -너는 내 운명,"2,701,974"
148 -시라노; 연애조작단,"2,684,798"
149 -곤지암,"2,675,883"
150 -살인자의 기억법,"2,658,589"
151 -마파도,"2,636,857"
152 -후궁 : 제왕의 첩,"2,636,385"
153 -탐정 : 더 비기닝,"2,625,686"
154 -지금 만나러 갑니다,"2,602,273"
155 -가문의 부활 - 가문의 영광3,"2,598,859"
156 -위험한 상견례,"2,595,625"
157 -아수라,"2,594,695"
158 -보안관,"2,588,628"
159 -기술자들,"2,564,340"
160 -굿모닝 프레지던트,"2,554,960"
161 -태극기 휘날리며,"2,545,566"
162 -라스트 갓파더,"2,541,603"
163 -1번가의 기적,"2,535,450"
164 -증인,"2,534,793"
165 -목격자,"2,524,720"
166 -조작된 도시,"2,515,590"
167 -블랙머니,"2,480,145"
168 -반창꼬,"2,475,797"
169 -우리들의 행복한 시간,"2,472,160"
170 -조선명탐정: 흡혈괴마의 비밀,"2,444,136"
171 -화차,"2,436,884"
172 -이웃사람,"2,434,435"
173 -재심,"2,421,197"
174 -히트맨,"2,405,882"
175 -사바하,"2,398,581"
176 -화이: 괴물을 삼킨 아이,"2,394,487"
177 -의뢰인,"2,393,103"
178 -가문의 영광4 - 가문의 수난,"2,368,267"
179 -블라인드,"2,367,942"
180 -박열,"2,359,707"
181 -미인도,"2,342,579"
182 -음란서생,"2,304,368"
183 -내 생애 가장 아름다운 일주일,"2,290,709"
184 -하녀,"2,267,579"
185 -황해,"2,260,512"
186 -7광구,"2,242,510"
187 -타짜: 원 아이드 잭,"2,229,281"
188 -박쥐,"2,208,165"
189 -마당을 나온 암탉,"2,204,374"
190 -악의 연대기,"2,192,525"
191 -강남 1970,"2,192,276"
192 -신의 한 수: 귀수편,"2,159,081"
193 -마이 웨이,"2,142,670"
194 -나의 사랑 나의 신부,"2,141,155"
195 -바르게 살자,"2,135,606"
196 -내 사랑 내 곁에,"2,135,509"
197 -초능력자,"2,130,645"
198 -굿바이 싱글,"2,108,561"
199 -몽타주,"2,095,592"
200 -명당,"2,087,474"
1 -from igraph import *
2 -import pymongo
3 -
4 -conn = pymongo.MongoClient("localhost")
5 -db = conn.test
6 -MOVIE = db.movie
7 -cur = MOVIE.find()
8 -audience = {}
9 -for c in cur:
10 - audience[c["name"]] = c["audience"]
11 -
12 -data = {
13 - "명량": "최민식,류승룡,조진웅,김명곤,진구,이정현,권율,노민우,이승준,박보검,김원해,이해영,장준녕,김길동,김강일,강태영,김민석,박노식,최덕문,조복래,문영동,이주실,주석태,고경표,김태훈,한이진,신유람",
14 - "극한직업": "류승룡,이하늬,이동휘,공명,진선규,홍은진,양현민,장진희,오정세,이중옥,송영규,신하균,김의성,김종수,허준석",
15 - "신과함께-죄와 벌": "하정우,차태현,주지훈,김향기,마동석,김동욱,도경수,오달수,임원희,장광,정해균,김수안,정지훈,예수정,이준혁",
16 - "국제시장": " 황정민,김윤진,오달수,정진영,장영남,라미란,김슬기,정영기,맹세창,박재우,김재철",
17 - "베테랑": "황정민,유아인,유해진,오달수,장윤주,김시후,오대환,정웅인,정만식,송영창,진경,유인영,박소담,이동휘,배성우,천호진",
18 - "도둑들": "김윤석,김혜수,이정재,전지현,김해숙,오달수,김수현,최덕문,최진호,예수정",
19 - "7번방의 선물": "류승룡,박신혜,갈소원,오달수,박원상,김정태,정만식,김기천,조덕현,조재윤,박길수",
20 - "암살": "전지현,이정재,하정우,오달수,조진웅,이경영,최덕문,김의성,박병은,김홍파,진경,김인우,심희섭,허지원,허정도,정인겸",
21 - "광해, 왕이 된 남자": "이병헌,류승룡,한효주,장광,김인권,심은경,김명곤,박지아,이양희,전국향",
22 - "신과함께-인과 연": "하정우,주지훈,김향기,마동석,김동욱,도경수,이준혁,정지훈,조한철,장광",
23 - "택시운전사": "송강호,류준열,유해진,박혁권,최귀화,이정은,차순배,이봉련,류성현,허정도",
24 - "부산행": "공유,정유미,마동석,김수안,최우식,안소희,김의성,예수정,박명신",
25 - "변호인": "송강호,김영애,오달수,곽도원,임시완,송영창,정원중,조민기,이항나,이성민,차광수,한기중,심희섭,김동현,조완기,차은재",
26 - "해운대": "설경구,하지원,박중훈,엄정화,이민기,강대규,김원영,김유빈,신정원,성유경,박재홍,나승현,김재경,장원준,임동우,김정곤,정종원,이지애,최재섭,장명갑,지대한,천보근,강예원,김희미",
27 - "괴물": "송강호,변희봉,박해일,배두나,고아성,오달수,박노식,고수희,윤제문,김뢰하,이재응,이왕우",
28 - "왕의 남자": "감우성,이준기,유해진,정진영,강성연,이동수,김주홍,장항선,정석용",
29 - "기생충": "송강호,이선균,조여정,최우식,박소담,이정은,장혜진,박명훈,현승민,정현준",
30 - "검사외전": "황정민,강동원,이성민,박성웅,김응수,신소율,주진모,김원해,김홍파,김병옥,박종환,전배수,박지환,손종학,김종수,한재영,이석준,이선주,민무제",
31 - "엑시트": "조정석,윤아,설도희,최재영,고두심,김환영,변건우,황지현,황효은,박인환,김지영,강기영,배유람,유수빈,정민성,박성일,신세휘,김강훈,김병순,김종구,이봉련",
32 - "설국열차": "송강호,고아성",
33 - "관상": "송강호,이정재,백윤식,조정석,이종석,김혜수,이도엽,김의성",
34 - "해적: 바다로 간 산적": "김남길,손예진,신정근,유해진,이경영,오달수,김태우,박철민,김원해,조달환,조희봉,정성화,최진리,이이경,권성영,김재학,김한준,안내상,이대연",
35 - "수상한 그녀": "심은경,나문희,박인환,성동일,이진욱,김현숙,황정민,김슬기,박형우,진영,김동희,한지은,정인기,이장유,하연주,박혜진",
36 - "백두산": "이병헌,하정우,마동석,전혜진,배수지,이상원,옥자연,한수현,강신철,이경영,조한철,최광일,김시아,임형국,박주환,남성준,서현우,김민식,박지홍,김준원,남문철,박성근",
37 - "과속스캔들": "차태현,박보영,왕석현,임지규,황우슬혜,정원중,김기방",
38 - "국가대표": "하정우,성동일,김지석,김동욱,최재환,이재응,이은성,방수연,심영,이한위,이혜숙,김지영,쥬니,황하나",
39 - "공조": "현빈,유해진,김주혁,장영남,이해영,윤아,이동휘,박형수,공정환,엄효섭,신현빈",
40 - "히말라야": "황정민,정우,조성하,김인권,라미란,김원해,이해영,전배수,유선",
41 - "밀정": "송강호,공유,한지민,엄태구,신성록,서영주,정유안,이수광,고준,최유화,허성태,김동영,곽자형,조영규",
42 - "최종병기 활": "박해일,류승룡,김무열,문채원,이한위,김구택,이경영,박기웅,이승준,이재구,박노식,이다윗,전민서,문영동",
43 - "써니": "유호정,심은경,강소라,고수희,홍진희,김민영,김선경,김보미,이연경,남보라,민효린,조민수,박진주,박영서,김예원,천우희,정원중,김영옥,김시후,김혜옥",
44 - "1987": "김윤석,하정우,유해진,김태리,이희준,박희순,서현우,박지환,이화룡,이창훈,김수진,박경혜,현봉식,김승훈,김경덕",
45 - "베를린": "하정우,한석규,류승범,전지현,이경영,최무성,곽도원,김서형,백승익,배정남",
46 - "마스터": "이병헌,강동원,김우빈,엄지원,오달수,박해수,진경,김정우,우도환,배정남,조현철,정원중,주석태",
47 - "터널": "하정우,배두나,오달수,김종수,조현철",
48 - "내부자들": "이병헌,조승우,백윤식,이경영,김홍파,배성우,조재윤,김대명,조우진,이엘,정만식,김병옥,김의성,박진우,남일우",
49 - "인천상륙작전": "이정재,이범수,진세연,정준호,박철민,김병옥,이창세,박정원,김희진,진용욱,성혁",
50 - "럭키": "유해진,이준,조윤희,임지연,전혜빈,이동휘,고준,차엽,이성욱,정희태,김민상",
51 - "은밀하게 위대하게": "김수현,박기웅,이현우,손현주,신정근,박혜숙,김성균,고창석,장광,홍경인,이채영,박은빈,최우식,이연경,조영진",
52 - "범죄도시": "마동석,윤계상,조재윤,최귀화,김성규,유지연,진선규,허동원,박지환,허성태,홍기준,하준",
53 - "곡성": "곽도원,황정민,천우희,김환희,허진,장소연,김도윤,손강국,전배수,박성연",
54 - "화려한 휴가": "김상경,안성기,이요원,이준기,박철민,김하림,김철기,이정국,손병호,이얼,엄효섭,권태원",
55 - "좋은 놈, 나쁜 놈, 이상한 놈": "송강호,이병헌,정우성,엄지원,오달수,김광일,손병호,이청아,김선영,성정훈,송승현,신상우,조화성,박광복,송영창,윤영우,정성우,양명헌,윤제문,류승수",
56 - "늑대소년": "송중기,박보영,장영남,유연석,김향기,장서이,이영란,유승목,서동수,남정희",
57 - "군함도": "황정민,소지섭,송중기,이정현,김수안,이경영,장성범,백승철,윤경호,김인우",
58 - "웰컴 투 동막골": "신하균,정재영,강혜정,리민,류덕환,임하룡,강남석,손재영,이다운,서재경,유승목,심원철",
59 - "사도": "송강호,유아인,문근영,전혜진,김해숙,박원상,진지희,박소담,서예지,김민규,이대연,최덕문,정석용,최민철,조승연,박명신",
60 - "아저씨": "원빈,김새론,김희원,김성오,김호연,김효서,조영아,이상하,남경읍,송영창,이종필,김태훈",
61 - "미녀는 괴로워": "김아중,주진모,김현숙,조아영,이보라,박노식,이한위",
62 - "전우치": "강동원,임수정,김윤석,유해진,김시권,주진모,선우선,강동균,정혜란,손선영,송진영,김혜지,신수현,박용범,박민규,조운,김현식,박지희,안성진,노남석,한연호,김고은,김규연,고준영,박남희,윤대원,이석원,이성두,정영훈,정우철,박연수,오준석,정지인,이우희,이대로,송영창,김서현,김상호,이용녀,공정환,권태원,김기천",
63 - "연평해전": "김무열,진구,이현우,이완,천민희,이한종,송재호,박정학,이철민,장의수,한이진",
64 - "타짜": "조승우,김혜수,백윤식,유해진,이수경,김응수,김상호,김윤석,주진모,김정난,조상건,서동수,백도빈,김민경,오정세,장원영,권태원",
65 - "청년경찰": "박서준,강하늘,성동일,박하선,고준,이호정",
66 - "숨바꼭질": "손현주,문정희,전미선,김수안,김원해,노수산나,정준원,성유빈,정민성",
67 - "덕혜옹주": "손예진,박해일,윤제문,라미란,정상훈,박수영,김소현,박주미,안내상,김재욱,금새록,김승훈",
68 - "더 테러 라이브": "하정우,이경영,전혜진,이다윗,김홍파,김대명,최진호,김소진,강진아,강신철,한성천",
69 - "감시자들": "설경구,정우성,한효주,진경,이준호,손민석,김대진,이태형,강신하,이동휘,이화정,김진곤,김지훈,신성일,변요한,정우근,장원형,박지연,김병옥",
70 - "검은 사제들": "김윤석,강동원,박소담,김병옥,김의성,이호재,남일우,손종학,조수향,민진웅",
71 - "안시성": "조인성,남주혁,박성웅,김동진,배성우,엄태구,설현,박병은,오대환,성동일,정은채,유오성,정지훈,김욱,장광",
72 - "의형제": "송강호,강동원,전국환,박혁권,윤희석,최정우,정인기,설진욱,강명희,차엽,권범택",
73 - "더 킹": "조인성,정우성,배성우,류준열,김의성,이석호,김민재,정성모,정은채,김소진,황승언,이주연,박정민,김규선,남명렬,오대환,정원중,정인기,이열음",
74 - "완득이": "김윤석,유아인,조병찬,조세현,강별,박효주,김영재,김상호,박수영,김동영",
75 - "완벽한 타인": "유해진,조진웅,이서진,염정아,김지수,송하윤,윤경호,지우",
76 - # "타워": "",
77 - # "투사부일체": "",
78 - # "독전": "",
79 - # "추격자": "",
80 - # "공작": "",
81 - # "바람과 함께 사라지다": "",
82 - # "님아, 그 강을 건너지 마오": "",
83 - # "봉오동 전투": "",
84 - # "조선명탐정 : 각시투구꽃의 비밀": "",
85 - # "군도: 민란의 시대": "",
86 - # "남산의 부장들": "",
87 - # "범죄와의 전쟁: 나쁜놈들 전성시대": "",
88 - # "신세계": "",
89 - # "도가니": "",
90 - # "내 아내의 모든 것": "",
91 - # "판도라": "",
92 - # "나쁜 녀석들: 더 무비": "",
93 - # "가문의 위기(가문의 영광2)": "",
94 - # "연가시": "",
95 - # "강철비": "",
96 - # "강철중: 공공의 적 1-1": "",
97 - # "아가씨": "",
98 - # "말아톤": "",
99 - # "용의자": "",
100 - # "건축학개론": "",
101 - "댄싱퀸": "황정민,엄정화,정성화,오나라,박정민,박사랑,안은정,라미란,이대연,이한위,최우리,권병길,서동원",
102 - # "7급 공무원": "",
103 - # "우리 생애 최고의 순간": "",
104 - # "꾼": "",
105 - # "타짜-신의 손": "",
106 - # "박수건달": "",
107 - # "조선명탐정 : 사라진 놉의 딸": "",
108 - # "역린": "",
109 - # "남한산성": "",
110 - # "암수살인": "",
111 - # "국가부도의 날": "", #100위
112 - # "쌍화점": "",
113 - # "신기전": "",
114 - # "82년생 김지영": "",
115 - # "귀향": "",
116 - # "신의 한 수": "",
117 - # "태풍": "",
118 - # "부러진 화살": "",
119 - # "끝까지 간다": "",
120 - # "스파이": "",
121 - # "그것만이 내 세상": "",
122 - # "돈": "",
123 - # "악인전": "",
124 - # "이끼": "",
125 - # "한반도": "",
126 - # "포화속으로": "",
127 - # "시동": "",
128 - # "아이 캔 스피크": "",
129 - # "마녀": "",
130 - # "탐정: 리턴즈": "",
131 - # "공공의 적 2": "",
132 - # "퀵": "",
133 - # "친절한 금자씨": "",
134 - # "감기": "",
135 - # "스물": "",
136 - # "거북이 달린다": "",
137 - # "헬로우 고스트": "",
138 - # "하모니": "",
139 - # "오싹한 연애": "",
140 - # "방자전": "",
141 - # "형": "",
142 - # "마더": "",
143 - # "그놈 목소리": "",
144 - # "친구 2": "",
145 - # "식객": "",
146 - # "26년": "",
147 - # "고지전": "",
148 - # "워낭소리": "",
149 - # "프리즌": "",
150 - # "가장 보통의 연애": "",
151 - # "말모이": "",
152 - # "극비수사": "",
153 - # "표적": "",
154 - # "너의 결혼식": "",
155 - # "내가 살인범이다": "",
156 - # "부당거래": "",
157 - # "소원": "",
158 - # "너는 내 운명": "",
159 - # "시라노; 연애조작단": "",
160 - # "곤지암": "",
161 - # "살인자의 기억법": "",
162 - # "마파도": "",
163 - # "후궁 : 제왕의 첩": "",
164 - # "탐정 : 더 비기닝": "",
165 - # "지금 만나러 갑니다": "",
166 - # "가문의 부활 - 가문의 영광3": "",
167 - # "위험한 상견례": "",
168 - # "아수라": "",
169 - # "보안관": "",
170 - # "기술자들": "",
171 - # "굿모닝 프레지던트": "",
172 - # "태극기 휘날리며": "",
173 - # "라스트 갓파더": "",
174 - # "1번가의 기적": "",
175 - # "증인": "",
176 - # "목격자": "",
177 - # "조작된 도시": "",
178 - # "블랙머니": "",
179 - # "반창꼬": "",
180 - # "우리들의 행복한 시간": "",
181 - # "조선명탐정: 흡혈괴마의 비밀": "",
182 - # "화차": "",
183 - # "이웃사람": "",
184 - # "재심": "",
185 - # "히트맨": "",
186 - # "사바하": "",
187 - # "화이: 괴물을 삼킨 아이": "",
188 - # "의뢰인": "",
189 - # "가문의 영광4 - 가문의 수난": "",
190 - # "블라인드": "",
191 - # "박열": "",
192 - # "미인도": "",
193 - # "음란서생": "",
194 - # "내 생애 가장 아름다운 일주일": "",
195 - # "하녀": "",
196 - # "황해": "",
197 - # "7광구": "",
198 - # "타짜: 원 아이드 잭": "",
199 - # "박쥐": "",
200 - # "마당을 나온 암탉": "",
201 - # "악의 연대기": "",
202 - # "강남 1970": "",
203 - # "신의 한 수: 귀수편": "",
204 - # "마이 웨이": "",
205 - # "나의 사랑 나의 신부": "",
206 - # "바르게 살자": "",
207 - # "내 사랑 내 곁에": "",
208 - # "초능력자": "",
209 - # "굿바이 싱글": "",
210 - # "몽타주": "",
211 - # "명당": "",
212 - }
213 -
214 -g = Graph()
215 -names = []
216 -vertex_weight = []
217 -vertex_color = []
218 -edge_weight = []
219 -
220 -for movie in data:
221 - g.add_vertices(1)
222 - names.append(movie)
223 - vertex_color.append("red")
224 -
225 - actors = data[movie].split(",")
226 - newActors = []
227 - for actor in actors:
228 - if(actor not in names):
229 - newActors.append(actor)
230 - names += newActors
231 - g.add_vertices(len(newActors))
232 - vertex_color += ["blue"] * len(newActors)
233 -
234 - edges = []
235 - s = names.index(movie)
236 - for actor in actors:
237 - e = names.index(actor)
238 - edges.append((s, e))
239 - g.add_edges(edges)
240 -
241 - vertex_weight.append(audience[movie])
242 - vertex_weight += [1] * len(newActors)
243 - edge_weight += [audience[movie]] * len(actors)
244 -g.vs["name"] = names
245 -g.vs["label"] = g.vs["name"]
246 -g.vs["color"] = vertex_color
247 -g.es["weight"] = edge_weight
248 -bn = g.betweenness(weights=edge_weight)
249 -names1, names2 = g.vs["name"][:], g.vs["name"][:]
250 -
251 -print(sorted(names1, key=lambda n: bn[names2.index(n)], reverse=True)[:10])
252 -print(sorted(bn, reverse=True)[:10])
253 -bn_norm = [int((float(i)/max(bn)) * 40) + 10 for i in bn]
254 -
255 -out = plot(g,
256 - bbox = (1600, 1600),
257 - vertex_size = 20,
258 - vertex_label_size = 12,
259 - vertex_label_dist = 1,
260 - vertex_label_angle = 2,
261 - autocurve = True,
262 - layout = g.layout("fr")
263 - )
264 -out.save("test.png")
...@@ -5,9 +5,14 @@ conn = pymongo.MongoClient("localhost") ...@@ -5,9 +5,14 @@ conn = pymongo.MongoClient("localhost")
5 db = conn.test 5 db = conn.test
6 MOVIE = db.movie 6 MOVIE = db.movie
7 cur = MOVIE.find() 7 cur = MOVIE.find()
8 -audience = {} 8 +audiences = {}
9 +salesPerScreens = []
9 for c in cur: 10 for c in cur:
10 - audience[c["name"]] = c["audience"] 11 + audiences[c["name"]] = c["audiences"]
12 + salesPerScreens.append({"name": c["name"], "value": c["sales"] / c["screens"]})
13 +
14 +salesPerScreensTmp = salesPerScreens[:]
15 +salesPerScreensSorted = sorted(salesPerScreensTmp, key=lambda n: salesPerScreens[salesPerScreens.index(n)]["value"], reverse=True)[:100]
11 16
12 data = { 17 data = {
13 "명량": "최민식,류승룡,조진웅,김명곤,진구,이정현,권율,노민우,이승준,박보검,김원해,이해영,장준녕,김길동,김강일,강태영,박노식,최덕문,조복래,문영동,이주실,주석태,고경표,김태훈,한이진,최창균,신창수,김현태,정재우,김구택,이재구,조하석", 18 "명량": "최민식,류승룡,조진웅,김명곤,진구,이정현,권율,노민우,이승준,박보검,김원해,이해영,장준녕,김길동,김강일,강태영,박노식,최덕문,조복래,문영동,이주실,주석태,고경표,김태훈,한이진,최창균,신창수,김현태,정재우,김구택,이재구,조하석",
...@@ -36,6 +41,7 @@ data = { ...@@ -36,6 +41,7 @@ data = {
36 "백두산": "이병헌,하정우,마동석,전혜진,배수지,이상원,옥자연,한수현,강신철,이경영,조한철,최광일,김시아,임형국,박주환,남성준,서현우,김민식,박지홍,김준원,남문철,박성근", 41 "백두산": "이병헌,하정우,마동석,전혜진,배수지,이상원,옥자연,한수현,강신철,이경영,조한철,최광일,김시아,임형국,박주환,남성준,서현우,김민식,박지홍,김준원,남문철,박성근",
37 "과속스캔들": "차태현,박보영,왕석현,임지규,황우슬혜,임승대,정원중,김기방,박영서", 42 "과속스캔들": "차태현,박보영,왕석현,임지규,황우슬혜,임승대,정원중,김기방,박영서",
38 "국가대표": "하정우,성동일,김지석,김동욱,최재환,이재응,이은성,이한위,이혜숙,김지영,현쥬니,황하나", 43 "국가대표": "하정우,성동일,김지석,김동욱,최재환,이재응,이은성,이한위,이혜숙,김지영,현쥬니,황하나",
44 + #"디워": "", #외국 배우
39 "공조": "현빈,유해진,김주혁,장영남,이해영,윤아,이동휘,공정환,엄효섭,신현빈,박민하,전국환,이이경,박진우,박형수", 45 "공조": "현빈,유해진,김주혁,장영남,이해영,윤아,이동휘,공정환,엄효섭,신현빈,박민하,전국환,이이경,박진우,박형수",
40 "히말라야": "황정민,정우,조성하,김인권,라미란,김원해,이해영,전배수,정규수,성병숙", 46 "히말라야": "황정민,정우,조성하,김인권,라미란,김원해,이해영,전배수,정규수,성병숙",
41 "밀정": "송강호,공유,한지민,엄태구,신성록,허성태,서영주,정유안,이수광,고준,최유화,김동영,곽자형,조영규,이설구,권수현,이환,유상재,한수연,남문철,김수웅,최장원,허형규,백인권,정도원,신성일,김의건", 47 "밀정": "송강호,공유,한지민,엄태구,신성록,허성태,서영주,정유안,이수광,고준,최유화,김동영,곽자형,조영규,이설구,권수현,이환,유상재,한수연,남문철,김수웅,최장원,허형규,백인권,정도원,신성일,김의건",
...@@ -79,7 +85,7 @@ data = { ...@@ -79,7 +85,7 @@ data = {
79 "추격자": "김윤석,하정우,서영희,박효주,김유정,최정우,정인기,구본웅,민경진", 85 "추격자": "김윤석,하정우,서영희,박효주,김유정,최정우,정인기,구본웅,민경진",
80 "공작": "황정민,이성민,조진웅,주지훈,김홍파,정소리,기주봉,김응수,채용,박진영,남문철,최병모,김인우,정기섭,이승준,양현민,허승,엄지만,백승익,권범택,최정인,김소진,박혜영,김지나,곽자형,조주희", 86 "공작": "황정민,이성민,조진웅,주지훈,김홍파,정소리,기주봉,김응수,채용,박진영,남문철,최병모,김인우,정기섭,이승준,양현민,허승,엄지만,백승익,권범택,최정인,김소진,박혜영,김지나,곽자형,조주희",
81 "바람과 함께 사라지다": "차태현,오지호,민효린,성동일,신정근,고창석,송종호,이채영,김길동,김향기,천보근,김구택,독고준", 87 "바람과 함께 사라지다": "차태현,오지호,민효린,성동일,신정근,고창석,송종호,이채영,김길동,김향기,천보근,김구택,독고준",
82 -# "님아, 그 강을 건너지 마오": "", #영화배우가 아님 88 + #"님아, 그 강을 건너지 마오": "", #영화배우가 아님
83 "봉오동 전투": "유해진,류준열,조우진,박지환,최유화,성유빈,이재인,홍상표,원풍연,양현민", 89 "봉오동 전투": "유해진,류준열,조우진,박지환,최유화,성유빈,이재인,홍상표,원풍연,양현민",
84 "조선명탐정 : 각시투구꽃의 비밀": "김명민,한지민,오달수,최무성,우현,이재용,예수정,정인기", 90 "조선명탐정 : 각시투구꽃의 비밀": "김명민,한지민,오달수,최무성,우현,이재용,예수정,정인기",
85 "군도: 민란의 시대": "하정우,강동원,조진웅,마동석,정만식,김성균,주진모,이경영,이성민,윤지혜,김재영,송영창,김병옥,임현성,강현중", 91 "군도: 민란의 시대": "하정우,강동원,조진웅,마동석,정만식,김성균,주진모,이경영,이성민,윤지혜,김재영,송영창,김병옥,임현성,강현중",
...@@ -145,7 +151,7 @@ data = { ...@@ -145,7 +151,7 @@ data = {
145 # "식객": "", 151 # "식객": "",
146 # "26년": "", 152 # "26년": "",
147 # "고지전": "", 153 # "고지전": "",
148 - # "워낭소리": "", 154 + "워낭소리": "",
149 # "프리즌": "", 155 # "프리즌": "",
150 # "가장 보통의 연애": "", 156 # "가장 보통의 연애": "",
151 # "말모이": "", 157 # "말모이": "",
...@@ -155,11 +161,11 @@ data = { ...@@ -155,11 +161,11 @@ data = {
155 # "내가 살인범이다": "", 161 # "내가 살인범이다": "",
156 # "부당거래": "", 162 # "부당거래": "",
157 # "소원": "", 163 # "소원": "",
158 - # "너는 내 운명": "", 164 + "너는 내 운명": "",
159 # "시라노; 연애조작단": "", 165 # "시라노; 연애조작단": "",
160 # "곤지암": "", 166 # "곤지암": "",
161 # "살인자의 기억법": "", 167 # "살인자의 기억법": "",
162 - # "마파도": "", 168 + "마파도": "이정진,이문식,여운계,김수미,김을동,김형자,길해연,오달수,서영희",
163 # "후궁 : 제왕의 첩": "", 169 # "후궁 : 제왕의 첩": "",
164 # "탐정 : 더 비기닝": "", 170 # "탐정 : 더 비기닝": "",
165 # "지금 만나러 갑니다": "", 171 # "지금 만나러 갑니다": "",
...@@ -169,7 +175,7 @@ data = { ...@@ -169,7 +175,7 @@ data = {
169 # "보안관": "", 175 # "보안관": "",
170 # "기술자들": "", 176 # "기술자들": "",
171 # "굿모닝 프레지던트": "", 177 # "굿모닝 프레지던트": "",
172 - # "태극기 휘날리며": "", 178 + "태극기 휘날리며": "장동건,원빈,이은주,공형진,장민호,이영란",
173 # "라스트 갓파더": "", 179 # "라스트 갓파더": "",
174 # "1번가의 기적": "", 180 # "1번가의 기적": "",
175 # "증인": "", 181 # "증인": "",
...@@ -232,6 +238,10 @@ def named_union(graph1, graph2): #두 그래프 합성 ...@@ -232,6 +238,10 @@ def named_union(graph1, graph2): #두 그래프 합성
232 Z.vs["label"] = Z.vs["name"][:] 238 Z.vs["label"] = Z.vs["name"][:]
233 return Z 239 return Z
234 240
241 +for i in range(0, 100):
242 + if(salesPerScreensSorted[i]["name"] not in data):
243 + print(i, salesPerScreensSorted[i])
244 +
235 frequency = {} 245 frequency = {}
236 weight = {} 246 weight = {}
237 keys = [] 247 keys = []
...@@ -263,12 +273,12 @@ for movie in data: ...@@ -263,12 +273,12 @@ for movie in data:
263 join = join[0]+","+join[1] 273 join = join[0]+","+join[1]
264 if(join not in weight): 274 if(join not in weight):
265 weight[join] = { 275 weight[join] = {
266 - "audience": audience[movie], 276 + "audiences": audiences[movie],
267 "count": 1 277 "count": 1
268 } 278 }
269 keys.append(join) 279 keys.append(join)
270 else: 280 else:
271 - weight[join]["audience"] += audience[movie] 281 + weight[join]["audiences"] += audiences[movie]
272 weight[join]["count"] += 1 282 weight[join]["count"] += 1
273 283
274 topten = sorted(keys, key=lambda n: weight[n]["count"], reverse=True)[:10] 284 topten = sorted(keys, key=lambda n: weight[n]["count"], reverse=True)[:10]
......
...@@ -6,9 +6,12 @@ db = conn.test ...@@ -6,9 +6,12 @@ db = conn.test
6 MOVIE = db.movie 6 MOVIE = db.movie
7 MOVIE.delete_many({}) #reset 7 MOVIE.delete_many({}) #reset
8 8
9 -csvfile = open('kobis2.csv', mode='r') 9 +csvfile = open('C:\\Users\\ghdms\\2014104137\\소스코드\\kobis1.csv', mode='r')
10 reader = list(csv.reader(csvfile)) 10 reader = list(csv.reader(csvfile))
11 for row in reader: 11 for row in reader:
12 - num = int(row[1].replace(",", "")) 12 + name = row[1]
13 - print(num) 13 + for i in range(2, 6):
14 - MOVIE.insert_one({"name": row[0], "audience": num}) 14 + row[i] = row[i].replace(",", "")
15 + sales, audiences, screens, plays = int(row[2]), int(row[3]), int(row[4]), int(row[5])
16 + print(name, sales, audiences, screens, plays)
17 + MOVIE.insert_one({"name": name, "sales": sales, "audiences": audiences, "screens": screens, "plays": plays})
...\ No newline at end of file ...\ No newline at end of file
......