csv 파일 정리 및 중간보고서 수정

+1,명량,"135,757,221,810","17,615,658","1,587","188,716"
+2,극한직업,"139,653,039,516","16,265,855","2,003","292,665"
+3,신과함께-죄와 벌,"115,707,627,637","14,411,775","1,912","213,316"
+4,국제시장,"110,944,262,730","14,263,940","1,044","212,693"
+5,베테랑,"105,170,856,250","13,414,484","1,115","199,307"
+6,도둑들,"93,672,361,700","12,984,692","1,091","155,485"
+7,7번방의 선물,"91,434,811,670","12,811,714",866,"166,855"
+8,암살,"98,468,525,781","12,706,829","1,519","175,214"
+9,"광해, 왕이 된 남자","88,913,283,469","12,324,062","1,001","203,464"
+10,신과함께-인과 연,"102,677,675,409","12,276,350","2,235","180,043"
+11,택시운전사,"95,871,287,649","12,189,654","1,906","184,200"
+12,부산행,"93,187,397,548","11,567,662","1,788","151,530"
+13,변호인,"82,874,748,788","11,375,123",925,"152,284"
+14,해운대,"81,027,925,000","11,324,958",764,"154,329"
+15,괴물,"66,717,700,300","10,917,400",647,"113,105"
+16,왕의 남자,"66,018,145,400","10,513,976",313,"111,180"
+17,기생충,"87,274,446,675","10,289,601","1,948","200,496"
+18,검사외전,"77,320,403,264","9,707,581","1,812","153,532"
+19,엑시트,"79,232,932,162","9,426,131","1,660","202,225"
+20,설국열차,"67,027,834,500","9,352,604","1,128","125,417"
+21,관상,"66,009,826,500","9,135,806","1,240","125,107"
+22,해적: 바다로 간 산적,"66,372,140,706","8,666,208",910,"133,354"
+23,수상한 그녀,"62,720,514,849","8,660,623","1,027","137,007"
+24,백두산,"69,816,164,300","8,251,749","1,971","174,313"
+25,과속스캔들,"53,801,341,400","8,223,342",408,"145,556"
+26,국가대표,"57,570,773,000","8,035,181",570,"131,671"
+27,디워,"49,340,084,700","7,855,474",622,"96,439"
+28,공조,"63,783,303,326","7,817,654","1,392","142,991"
+29,히말라야,"60,175,363,015","7,759,761","1,095","142,715"
+30,밀정,"61,270,079,831","7,500,457","1,444","138,162"
+31,최종병기 활,"55,827,861,500","7,470,633",615,"130,055"
+32,써니,"54,038,534,700","7,363,139",546,"149,154"
+33,1987,"58,169,776,145","7,232,387","1,299","138,226"
+34,베를린,"52,358,372,637","7,166,688",894,"111,760"
+35,마스터,"58,068,236,865","7,150,586","1,501","126,927"
+36,터널,"57,530,028,417","7,120,780","1,105","113,214"
+37,내부자들,"56,604,868,557","7,073,516","1,129","152,763"
+38,인천상륙작전,"55,112,241,303","7,051,237","1,049","97,035"
+39,럭키,"56,445,323,256","6,975,631","1,234","155,991"
+40,은밀하게 위대하게,"48,700,887,413","6,959,083","1,341","117,462"
+41,범죄도시,"56,322,153,349","6,880,546","1,315","149,389"
+42,곡성,"55,864,308,382","6,879,989","1,485","130,332"
+43,화려한 휴가,"44,098,824,600","6,855,433",551,"96,536"
+44,"좋은 놈, 나쁜 놈, 이상한 놈","43,755,980,300","6,686,075",824,"93,589"
+45,늑대소년,"46,594,814,400","6,655,068",854,"109,166"
+46,군함도,"50,510,565,168","6,592,151","2,027","108,775"
+47,웰컴 투 동막골,"40,329,355,500","6,436,900",356,"72,129"
+48,사도,"48,846,045,501","6,247,651","1,210","124,264"
+49,아저씨,"47,104,059,000","6,178,665",501,"109,891"
+50,미녀는 괴로워,"36,292,848,900","6,081,480",418,"87,141"
+51,전우치,"44,093,407,200","6,065,474",612,"102,357"
+52,연평해전,"45,567,755,830","6,045,049","1,013","114,489"
+53,타짜,"36,182,617,500","5,685,715",492,"76,887"
+54,청년경찰,"44,382,020,516","5,653,444","1,102","118,547"
+55,숨바꼭질,"39,602,995,500","5,604,106",779,"88,066"
+56,덕혜옹주,"44,397,617,609","5,599,995",964,"97,327"
+57,더 테러 라이브,"39,870,954,381","5,584,295",809,"93,489"
+58,감시자들,"39,389,732,679","5,509,019",949,"100,349"
+59,검은 사제들,"42,412,952,592","5,443,232","1,109","131,179"
+60,안시성,"46,342,006,026","5,441,020","1,540","110,444"
+61,의형제,"40,154,381,000","5,416,923",569,"118,251"
+62,더 킹,"43,492,782,535","5,318,007","1,310","107,986"
+63,완득이,"38,533,831,000","5,311,353",629,"117,850"
+64,완벽한 타인,"44,356,976,474","5,294,154","1,325","143,075"
+65,타워,"37,656,008,000","5,181,244",638,"81,151"
+66,투사부일체,"31,959,686,000","5,074,314",407,"54,339"
+67,독전,"43,486,831,113","5,063,844","1,532","140,008"
+68,추격자,"33,986,959,000","5,046,096",433,"106,805"
+69,공작,"42,795,690,816","4,975,517","1,317","99,122"
+70,바람과 함께 사라지다,"34,614,720,161","4,909,950",694,"78,594"
+71,"님아, 그 강을 건너지 마오","37,358,296,079","4,802,416",806,"93,456"
+72,봉오동 전투,"40,588,648,538","4,787,538","1,476","107,030"
+73,조선명탐정 : 각시투구꽃의 비밀,"35,841,769,500","4,786,259",634,"84,189"
+74,군도: 민란의 시대,"36,990,394,499","4,775,811","1,394","67,259"
+75,남산의 부장들,"41,223,567,650","4,750,100","1,659","140,046"
+76,범죄와의 전쟁: 나쁜놈들 전성시대,"36,540,417,500","4,720,060",713,"91,893"
+77,신세계,"34,892,973,605","4,684,571",671,"90,717"
+78,도가니,"35,567,476,000","4,662,926",756,"88,345"
+79,내 아내의 모든 것,"34,224,467,500","4,598,985",563,"91,777"
+80,판도라,"36,069,197,064","4,585,116","1,184","100,273"
+81,나쁜 녀석들: 더 무비,"39,560,195,124","4,573,902","1,511","113,938"
+82,가문의 위기(가문의 영광2),"28,622,355,500","4,529,876",351,"61,009"
+83,연가시,"32,176,550,664","4,516,063",759,"71,932"
+84,강철비,"35,490,346,466","4,452,850","1,426","80,359"
+85,강철중: 공공의 적 1-1,"28,638,465,100","4,313,102",707,"74,158"
+86,아가씨,"35,220,812,991","4,288,908","1,171","90,384"
+87,말아톤,"26,285,057,000","4,196,859",238,"59,495"
+88,용의자,"30,037,521,000","4,131,338",807,"69,124"
+89,건축학개론,"30,242,262,900","4,113,696",593,"106,578"
+90,댄싱퀸,"30,130,775,500","4,058,225",544,"80,987"
+91,7급 공무원,"26,380,710,000","4,039,891",475,"90,779"
+92,우리 생애 최고의 순간,"26,119,898,000","4,018,872",418,"70,724"
+93,꾼,"31,313,568,795","4,018,341","1,314","117,419"
+94,타짜-신의 손,"32,373,120,927","4,015,361",890,"80,584"
+95,박수건달,"28,379,548,569","3,897,969",603,"60,604"
+96,조선명탐정 : 사라진 놉의 딸,"30,456,879,428","3,872,015",825,"80,499"
+97,역린,"29,895,031,890","3,849,700","1,054","83,304"
+98,남한산성,"31,225,419,792","3,849,129","1,229","71,102"
+99,암수살인,"32,998,321,048","3,789,553","1,177","126,128"
+100,국가부도의 날,"30,893,315,837","3,755,233","1,180","101,077"
+101,쌍화점,"25,411,823,400","3,749,034",532,"72,498"
+102,신기전,"24,326,406,000","3,728,439",585,"78,464"
+103,82년생 김지영,"30,305,744,310","3,679,019","1,486","145,461"
+104,귀향,"27,250,291,990","3,587,252",876,"90,289"
+105,신의 한 수,"28,812,027,456","3,566,852",794,"77,110"
+106,태풍,"22,209,675,300","3,471,150",481,"47,155"
+107,부러진 화살,"25,938,096,000","3,460,212",530,"71,607"
+108,끝까지 간다,"27,007,303,900","3,450,305",645,"84,876"
+109,스파이,"24,513,098,305","3,436,092",785,"72,805"
+110,그것만이 내 세상,"27,456,960,382","3,420,199",956,"95,438"
+111,돈,"28,870,244,062","3,389,125","1,431","120,809"
+112,악인전,"29,133,760,150","3,364,712","1,307","97,351"
+113,이끼,"25,437,344,000","3,350,311",740,"58,200"
+114,한반도,"20,597,497,600","3,331,593",483,"49,539"
+115,포화속으로,"23,831,968,600","3,330,326",742,"80,093"
+116,시동,"28,107,024,360","3,317,847","1,515","93,433"
+117,아이 캔 스피크,"25,551,269,986","3,283,470","1,140","93,074"
+118,마녀,"27,242,029,463","3,189,091","1,117","90,843"
+119,탐정: 리턴즈,"26,909,514,678","3,152,895","1,137","107,909"
+120,공공의 적 2,"20,091,142,000","3,134,424",299,"40,643"
+121,퀵,"22,960,890,000","3,125,069",514,"60,714"
+122,친절한 금자씨,"20,503,781,593","3,122,056",386,"41,575"
+123,감기,"21,774,884,000","3,117,859",806,"55,046"
+124,스물,"23,563,705,686","3,044,859",926,"100,167"
+125,거북이 달린다,"20,618,276,000","3,024,666",432,"69,946"
+126,헬로우 고스트,"22,057,866,500","3,019,960",472,"57,579"
+127,하모니,"21,641,865,000","3,018,154",384,"77,732"
+128,오싹한 연애,"22,011,287,000","3,009,406",544,"62,079"
+129,방자전,"22,490,392,000","2,985,556",495,"67,573"
+130,형,"23,133,206,693","2,982,514",993,"83,599"
+131,마더,"19,989,614,800","2,981,953",642,"71,509"
+132,그놈 목소리,"17,598,617,600","2,972,299",498,"48,673"
+133,친구 2,"21,804,687,513","2,971,475",968,"69,865"
+134,식객,"18,984,549,500","2,965,359",406,"67,339"
+135,26년,"21,242,367,145","2,963,652",611,"50,679"
+136,고지전,"21,968,680,600","2,945,151",585,"53,745"
+137,워낭소리,"19,077,014,900","2,934,883",274,"63,274"
+138,프리즌,"23,790,276,987","2,931,897","1,047","89,024"
+139,가장 보통의 연애,"24,885,803,430","2,924,563","1,073","111,527"
+140,말모이,"23,989,598,520","2,866,453","1,203","87,843"
+141,극비수사,"22,389,535,897","2,860,786",894,"66,211"
+142,표적,"22,256,881,300","2,841,884",716,"72,256"
+143,너의 결혼식,"23,676,244,369","2,820,969",970,"98,193"
+144,내가 살인범이다,"20,392,518,000","2,729,827",547,"58,415"
+145,부당거래,"21,000,698,100","2,723,773",502,"69,796"
+146,소원,"18,529,944,600","2,711,094",651,"72,331"
+147,너는 내 운명,"17,656,835,000","2,701,974",306,"46,699"
+148,시라노; 연애조작단,"19,838,443,000","2,684,798",415,"77,739"
+149,곤지암,"21,444,236,144","2,675,883","1,124","88,553"
+150,살인자의 기억법,"21,375,287,492","2,658,589","1,064","88,686"
+151,마파도,"16,751,202,503","2,636,857",178,"49,473"
+152,후궁 : 제왕의 첩,"19,330,736,000","2,636,385",624,"69,119"
+153,탐정 : 더 비기닝,"20,463,956,973","2,625,686",764,"54,995"
+154,지금 만나러 갑니다,"20,800,916,128","2,602,273","1,191","97,482"
+155,가문의 부활 - 가문의 영광3,"15,996,330,400","2,598,859",444,"51,434"
+156,위험한 상견례,"19,174,920,500","2,595,625",524,"75,068"
+157,아수라,"20,582,479,662","2,594,695","1,278","68,060"
+158,보안관,"20,844,488,409","2,588,628","1,091","63,709"
+159,기술자들,"19,894,297,783","2,564,340",641,"43,224"
+160,굿모닝 프레지던트,"18,567,863,300","2,554,960",586,"69,955"
+161,태극기 휘날리며,"15,688,614,500","2,545,566",115,"22,422"
+162,라스트 갓파더,"18,511,991,000","2,541,603",547,"46,450"
+163,1번가의 기적,"15,494,122,100","2,535,450",340,"54,566"
+164,증인,"20,483,149,331","2,534,793","1,047","89,574"
+165,목격자,"21,737,061,097","2,524,720","1,021","71,403"
+166,조작된 도시,"20,144,704,587","2,515,590","1,019","62,242"
+167,블랙머니,"20,871,409,010","2,480,145","1,141","77,508"
+168,반창꼬,"17,911,274,787","2,475,797",466,"46,879"
+169,우리들의 행복한 시간,"14,938,924,000","2,472,160",414,"47,315"
+170,조선명탐정: 흡혈괴마의 비밀,"19,822,789,764","2,444,136","1,249","74,953"
+171,화차,"18,463,007,000","2,436,884",548,"62,653"
+172,이웃사람,"18,089,332,369","2,434,435",600,"56,755"
+173,재심,"19,266,319,637","2,421,197",935,"68,402"
+174,히트맨,"20,610,780,500","2,405,882","1,122","87,774"
+175,사바하,"20,008,066,194","2,398,581","1,174","78,097"
+176,화이: 괴물을 삼킨 아이,"17,695,683,795","2,394,487",817,"59,051"
+177,의뢰인,"17,797,131,500","2,393,103",522,"58,416"
+178,가문의 영광4 - 가문의 수난,"17,792,219,500","2,368,267",537,"48,432"
+179,블라인드,"18,390,012,500","2,367,942",404,"49,359"
+180,박열,"18,096,420,795","2,359,707","1,176","78,504"
+181,미인도,"15,655,329,500","2,342,579",450,"69,523"
+182,음란서생,"14,944,551,700","2,304,368",347,"38,967"
+183,내 생애 가장 아름다운 일주일,"14,710,541,000","2,290,709",296,"41,058"
+184,하녀,"17,038,839,500","2,267,579",555,"59,625"
+185,황해,"17,497,165,500","2,260,512",618,"42,102"
+186,7광구,"19,391,653,500","2,242,510",812,"47,346"
+187,타짜: 원 아이드 잭,"19,687,491,214","2,229,281","1,429","66,480"
+188,박쥐,"14,857,692,000","2,208,165",499,"45,533"
+189,마당을 나온 암탉,"14,683,917,500","2,204,374",363,"39,527"
+190,악의 연대기,"17,361,815,332","2,192,525",776,"64,351"
+191,강남 1970,"17,718,699,499","2,192,276",841,"53,304"
+192,신의 한 수: 귀수편,"18,480,216,050","2,159,081","1,246","82,189"
+193,마이 웨이,"15,995,187,000","2,142,670",645,"52,027"
+194,나의 사랑 나의 신부,"16,636,404,305","2,141,155",629,"69,684"
+195,바르게 살자,"13,944,930,000","2,135,606",372,"55,993"
+196,내 사랑 내 곁에,"15,584,755,500","2,135,509",478,"65,168"
+197,초능력자,"15,374,798,000","2,130,645",612,"58,009"
+198,굿바이 싱글,"16,913,282,195","2,108,561",841,"56,390"
+199,몽타주,"15,002,458,500","2,095,592",544,"53,195"
+200,명당,"17,900,775,524","2,087,474","1,117","58,450"

-명량,"17,615,658"
-극한직업,"16,265,855"
-신과함께-죄와 벌,"14,411,775"
-국제시장,"14,263,940"
-베테랑,"13,414,484"
-도둑들,"12,984,692"
-7번방의 선물,"12,811,714"
-암살,"12,706,829"
-"광해, 왕이 된 남자","12,324,062"
-신과함께-인과 연,"12,276,350"
-택시운전사,"12,189,654"
-부산행,"11,567,662"
-변호인,"11,375,123"
-해운대,"11,324,958"
-괴물,"10,917,400"
-왕의 남자,"10,513,976"
-기생충,"10,289,601"
-검사외전,"9,707,581"
-엑시트,"9,426,131"
-설국열차,"9,352,604"
-관상,"9,135,806"
-해적: 바다로 간 산적,"8,666,208"
-수상한 그녀,"8,660,623"
-백두산,"8,251,749"
-과속스캔들,"8,223,342"
-국가대표,"8,035,181"
-디워,"7,855,474"
-공조,"7,817,654"
-히말라야,"7,759,761"
-밀정,"7,500,457"
-최종병기 활,"7,470,633"
-써니,"7,363,139"
-1987,"7,232,387"
-베를린,"7,166,688"
-마스터,"7,150,586"
-터널,"7,120,780"
-내부자들,"7,073,516"
-인천상륙작전,"7,051,237"
-럭키,"6,975,631"
-은밀하게 위대하게,"6,959,083"
-범죄도시,"6,880,546"
-곡성,"6,879,989"
-화려한 휴가,"6,855,433"
-"좋은 놈, 나쁜 놈, 이상한 놈","6,686,075"
-늑대소년,"6,655,068"
-군함도,"6,592,151"
-웰컴 투 동막골,"6,436,900"
-사도,"6,247,651"
-아저씨,"6,178,665"
-미녀는 괴로워,"6,081,480"
-전우치,"6,065,474"
-연평해전,"6,045,049"
-타짜,"5,685,715"
-청년경찰,"5,653,444"
-숨바꼭질,"5,604,106"
-덕혜옹주,"5,599,995"
-더 테러 라이브,"5,584,295"
-감시자들,"5,509,019"
-검은 사제들,"5,443,232"
-안시성,"5,441,020"
-의형제,"5,416,923"
-더 킹,"5,318,007"
-완득이,"5,311,353"
-완벽한 타인,"5,294,154"
-타워,"5,181,244"
-투사부일체,"5,074,314"
-독전,"5,063,844"
-추격자,"5,046,096"
-공작,"4,975,517"
-바람과 함께 사라지다,"4,909,950"
-"님아, 그 강을 건너지 마오","4,802,416"
-봉오동 전투,"4,787,538"
-조선명탐정 : 각시투구꽃의 비밀,"4,786,259"
-군도: 민란의 시대,"4,775,811"
-남산의 부장들,"4,750,100"
-범죄와의 전쟁: 나쁜놈들 전성시대,"4,720,060"
-신세계,"4,684,571"
-도가니,"4,662,926"
-내 아내의 모든 것,"4,598,985"
-판도라,"4,585,116"
-나쁜 녀석들: 더 무비,"4,573,902"
-가문의 위기(가문의 영광2),"4,529,876"
-연가시,"4,516,063"
-강철비,"4,452,850"
-강철중: 공공의 적 1-1,"4,313,102"
-아가씨,"4,288,908"
-말아톤,"4,196,859"
-용의자,"4,131,338"
-건축학개론,"4,113,696"
-댄싱퀸,"4,058,225"
-7급 공무원,"4,039,891"
-우리 생애 최고의 순간,"4,018,872"
-꾼,"4,018,341"
-타짜-신의 손,"4,015,361"
-박수건달,"3,897,969"
-조선명탐정 : 사라진 놉의 딸,"3,872,015"
-역린,"3,849,700"
-남한산성,"3,849,129"
-암수살인,"3,789,553"
-국가부도의 날,"3,755,233"
-쌍화점,"3,749,034"
-신기전,"3,728,439"
-82년생 김지영,"3,679,019"
-귀향,"3,587,252"
-신의 한 수,"3,566,852"
-태풍,"3,471,150"
-부러진 화살,"3,460,212"
-끝까지 간다,"3,450,305"
-스파이,"3,436,092"
-그것만이 내 세상,"3,420,199"
-돈,"3,389,125"
-악인전,"3,364,712"
-이끼,"3,350,311"
-한반도,"3,331,593"
-포화속으로,"3,330,326"
-시동,"3,317,847"
-아이 캔 스피크,"3,283,470"
-마녀,"3,189,091"
-탐정: 리턴즈,"3,152,895"
-공공의 적 2,"3,134,424"
-퀵,"3,125,069"
-친절한 금자씨,"3,122,056"
-감기,"3,117,859"
-스물,"3,044,859"
-거북이 달린다,"3,024,666"
-헬로우 고스트,"3,019,960"
-하모니,"3,018,154"
-오싹한 연애,"3,009,406"
-방자전,"2,985,556"
-형,"2,982,514"
-마더,"2,981,953"
-그놈 목소리,"2,972,299"
-친구 2,"2,971,475"
-식객,"2,965,359"
-26년,"2,963,652"
-고지전,"2,945,151"
-워낭소리,"2,934,883"
-프리즌,"2,931,897"
-가장 보통의 연애,"2,924,563"
-말모이,"2,866,453"
-극비수사,"2,860,786"
-표적,"2,841,884"
-너의 결혼식,"2,820,969"
-내가 살인범이다,"2,729,827"
-부당거래,"2,723,773"
-소원,"2,711,094"
-너는 내 운명,"2,701,974"
-시라노; 연애조작단,"2,684,798"
-곤지암,"2,675,883"
-살인자의 기억법,"2,658,589"
-마파도,"2,636,857"
-후궁 : 제왕의 첩,"2,636,385"
-탐정 : 더 비기닝,"2,625,686"
-지금 만나러 갑니다,"2,602,273"
-가문의 부활 - 가문의 영광3,"2,598,859"
-위험한 상견례,"2,595,625"
-아수라,"2,594,695"
-보안관,"2,588,628"
-기술자들,"2,564,340"
-굿모닝 프레지던트,"2,554,960"
-태극기 휘날리며,"2,545,566"
-라스트 갓파더,"2,541,603"
-1번가의 기적,"2,535,450"
-증인,"2,534,793"
-목격자,"2,524,720"
-조작된 도시,"2,515,590"
-블랙머니,"2,480,145"
-반창꼬,"2,475,797"
-우리들의 행복한 시간,"2,472,160"
-조선명탐정: 흡혈괴마의 비밀,"2,444,136"
-화차,"2,436,884"
-이웃사람,"2,434,435"
-재심,"2,421,197"
-히트맨,"2,405,882"
-사바하,"2,398,581"
-화이: 괴물을 삼킨 아이,"2,394,487"
-의뢰인,"2,393,103"
-가문의 영광4 - 가문의 수난,"2,368,267"
-블라인드,"2,367,942"
-박열,"2,359,707"
-미인도,"2,342,579"
-음란서생,"2,304,368"
-내 생애 가장 아름다운 일주일,"2,290,709"
-하녀,"2,267,579"
-황해,"2,260,512"
-7광구,"2,242,510"
-타짜: 원 아이드 잭,"2,229,281"
-박쥐,"2,208,165"
-마당을 나온 암탉,"2,204,374"
-악의 연대기,"2,192,525"
-강남 1970,"2,192,276"
-신의 한 수: 귀수편,"2,159,081"
-마이 웨이,"2,142,670"
-나의 사랑 나의 신부,"2,141,155"
-바르게 살자,"2,135,606"
-내 사랑 내 곁에,"2,135,509"
-초능력자,"2,130,645"
-굿바이 싱글,"2,108,561"
-몽타주,"2,095,592"
-명당,"2,087,474"

-from igraph import *
-import pymongo
-
-conn = pymongo.MongoClient("localhost")
-db = conn.test
-MOVIE = db.movie
-cur = MOVIE.find()
-audience = {}
-for c in cur:
-	audience[c["name"]] = c["audience"]
-
-data = {
-    "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",
-    "극한직업": "류승룡,이하늬,이동휘,공명,진선규,홍은진,양현민,장진희,오정세,이중옥,송영규,신하균,김의성,김종수,허준석",
-    "신과함께-죄와 벌": "하정우,차태현,주지훈,김향기,마동석,김동욱,도경수,오달수,임원희,장광,정해균,김수안,정지훈,예수정,이준혁",
-    "국제시장": " 황정민,김윤진,오달수,정진영,장영남,라미란,김슬기,정영기,맹세창,박재우,김재철",
-    "베테랑": "황정민,유아인,유해진,오달수,장윤주,김시후,오대환,정웅인,정만식,송영창,진경,유인영,박소담,이동휘,배성우,천호진",
-    "도둑들": "김윤석,김혜수,이정재,전지현,김해숙,오달수,김수현,최덕문,최진호,예수정",
-    "7번방의 선물": "류승룡,박신혜,갈소원,오달수,박원상,김정태,정만식,김기천,조덕현,조재윤,박길수",
-    "암살": "전지현,이정재,하정우,오달수,조진웅,이경영,최덕문,김의성,박병은,김홍파,진경,김인우,심희섭,허지원,허정도,정인겸",
-    "광해, 왕이 된 남자": "이병헌,류승룡,한효주,장광,김인권,심은경,김명곤,박지아,이양희,전국향",
-    "신과함께-인과 연": "하정우,주지훈,김향기,마동석,김동욱,도경수,이준혁,정지훈,조한철,장광",
-    "택시운전사": "송강호,류준열,유해진,박혁권,최귀화,이정은,차순배,이봉련,류성현,허정도",
-    "부산행": "공유,정유미,마동석,김수안,최우식,안소희,김의성,예수정,박명신",
-    "변호인": "송강호,김영애,오달수,곽도원,임시완,송영창,정원중,조민기,이항나,이성민,차광수,한기중,심희섭,김동현,조완기,차은재",
-    "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",
-    "괴물": "송강호,변희봉,박해일,배두나,고아성,오달수,박노식,고수희,윤제문,김뢰하,이재응,이왕우",
-    "왕의 남자": "감우성,이준기,유해진,정진영,강성연,이동수,김주홍,장항선,정석용",
-    "기생충": "송강호,이선균,조여정,최우식,박소담,이정은,장혜진,박명훈,현승민,정현준",
-    "검사외전": "황정민,강동원,이성민,박성웅,김응수,신소율,주진모,김원해,김홍파,김병옥,박종환,전배수,박지환,손종학,김종수,한재영,이석준,이선주,민무제",
-    "엑시트": "조정석,윤아,설도희,최재영,고두심,김환영,변건우,황지현,황효은,박인환,김지영,강기영,배유람,유수빈,정민성,박성일,신세휘,김강훈,김병순,김종구,이봉련",
-    "설국열차": "송강호,고아성",
-    "관상": "송강호,이정재,백윤식,조정석,이종석,김혜수,이도엽,김의성",
-    "해적: 바다로 간 산적": "김남길,손예진,신정근,유해진,이경영,오달수,김태우,박철민,김원해,조달환,조희봉,정성화,최진리,이이경,권성영,김재학,김한준,안내상,이대연",
-    "수상한 그녀": "심은경,나문희,박인환,성동일,이진욱,김현숙,황정민,김슬기,박형우,진영,김동희,한지은,정인기,이장유,하연주,박혜진",
-    "백두산": "이병헌,하정우,마동석,전혜진,배수지,이상원,옥자연,한수현,강신철,이경영,조한철,최광일,김시아,임형국,박주환,남성준,서현우,김민식,박지홍,김준원,남문철,박성근",
-    "과속스캔들": "차태현,박보영,왕석현,임지규,황우슬혜,정원중,김기방",
-    "국가대표": "하정우,성동일,김지석,김동욱,최재환,이재응,이은성,방수연,심영,이한위,이혜숙,김지영,쥬니,황하나",
-    "공조": "현빈,유해진,김주혁,장영남,이해영,윤아,이동휘,박형수,공정환,엄효섭,신현빈",
-    "히말라야": "황정민,정우,조성하,김인권,라미란,김원해,이해영,전배수,유선",
-    "밀정": "송강호,공유,한지민,엄태구,신성록,서영주,정유안,이수광,고준,최유화,허성태,김동영,곽자형,조영규",
-    "최종병기 활": "박해일,류승룡,김무열,문채원,이한위,김구택,이경영,박기웅,이승준,이재구,박노식,이다윗,전민서,문영동",
-    "써니": "유호정,심은경,강소라,고수희,홍진희,김민영,김선경,김보미,이연경,남보라,민효린,조민수,박진주,박영서,김예원,천우희,정원중,김영옥,김시후,김혜옥",
-    "1987": "김윤석,하정우,유해진,김태리,이희준,박희순,서현우,박지환,이화룡,이창훈,김수진,박경혜,현봉식,김승훈,김경덕",
-    "베를린": "하정우,한석규,류승범,전지현,이경영,최무성,곽도원,김서형,백승익,배정남",
-    "마스터": "이병헌,강동원,김우빈,엄지원,오달수,박해수,진경,김정우,우도환,배정남,조현철,정원중,주석태",
-    "터널": "하정우,배두나,오달수,김종수,조현철",
-    "내부자들": "이병헌,조승우,백윤식,이경영,김홍파,배성우,조재윤,김대명,조우진,이엘,정만식,김병옥,김의성,박진우,남일우",
-    "인천상륙작전": "이정재,이범수,진세연,정준호,박철민,김병옥,이창세,박정원,김희진,진용욱,성혁",
-    "럭키": "유해진,이준,조윤희,임지연,전혜빈,이동휘,고준,차엽,이성욱,정희태,김민상",
-    "은밀하게 위대하게": "김수현,박기웅,이현우,손현주,신정근,박혜숙,김성균,고창석,장광,홍경인,이채영,박은빈,최우식,이연경,조영진",
-    "범죄도시": "마동석,윤계상,조재윤,최귀화,김성규,유지연,진선규,허동원,박지환,허성태,홍기준,하준",
-    "곡성": "곽도원,황정민,천우희,김환희,허진,장소연,김도윤,손강국,전배수,박성연",
-    "화려한 휴가": "김상경,안성기,이요원,이준기,박철민,김하림,김철기,이정국,손병호,이얼,엄효섭,권태원",
-    "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",
-    "늑대소년": "송중기,박보영,장영남,유연석,김향기,장서이,이영란,유승목,서동수,남정희",
-    "군함도": "황정민,소지섭,송중기,이정현,김수안,이경영,장성범,백승철,윤경호,김인우",
-    "웰컴 투 동막골": "신하균,정재영,강혜정,리민,류덕환,임하룡,강남석,손재영,이다운,서재경,유승목,심원철",
-    "사도": "송강호,유아인,문근영,전혜진,김해숙,박원상,진지희,박소담,서예지,김민규,이대연,최덕문,정석용,최민철,조승연,박명신",
-    "아저씨": "원빈,김새론,김희원,김성오,김호연,김효서,조영아,이상하,남경읍,송영창,이종필,김태훈",
-    "미녀는 괴로워": "김아중,주진모,김현숙,조아영,이보라,박노식,이한위",
-    "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",
-    "연평해전": "김무열,진구,이현우,이완,천민희,이한종,송재호,박정학,이철민,장의수,한이진",
-    "타짜": "조승우,김혜수,백윤식,유해진,이수경,김응수,김상호,김윤석,주진모,김정난,조상건,서동수,백도빈,김민경,오정세,장원영,권태원",
-    "청년경찰": "박서준,강하늘,성동일,박하선,고준,이호정",
-    "숨바꼭질": "손현주,문정희,전미선,김수안,김원해,노수산나,정준원,성유빈,정민성",
-    "덕혜옹주": "손예진,박해일,윤제문,라미란,정상훈,박수영,김소현,박주미,안내상,김재욱,금새록,김승훈",
-    "더 테러 라이브": "하정우,이경영,전혜진,이다윗,김홍파,김대명,최진호,김소진,강진아,강신철,한성천",
-    "감시자들": "설경구,정우성,한효주,진경,이준호,손민석,김대진,이태형,강신하,이동휘,이화정,김진곤,김지훈,신성일,변요한,정우근,장원형,박지연,김병옥",
-    "검은 사제들": "김윤석,강동원,박소담,김병옥,김의성,이호재,남일우,손종학,조수향,민진웅",
-    "안시성": "조인성,남주혁,박성웅,김동진,배성우,엄태구,설현,박병은,오대환,성동일,정은채,유오성,정지훈,김욱,장광",
-    "의형제": "송강호,강동원,전국환,박혁권,윤희석,최정우,정인기,설진욱,강명희,차엽,권범택",
-    "더 킹": "조인성,정우성,배성우,류준열,김의성,이석호,김민재,정성모,정은채,김소진,황승언,이주연,박정민,김규선,남명렬,오대환,정원중,정인기,이열음",
-    "완득이": "김윤석,유아인,조병찬,조세현,강별,박효주,김영재,김상호,박수영,김동영",
-    "완벽한 타인": "유해진,조진웅,이서진,염정아,김지수,송하윤,윤경호,지우",
-    # "타워": "",
-    # "투사부일체": "",
-    # "독전": "",
-    # "추격자": "",
-    # "공작": "",
-    # "바람과 함께 사라지다": "",
-    # "님아, 그 강을 건너지 마오": "",
-    # "봉오동 전투": "",
-    # "조선명탐정 : 각시투구꽃의 비밀": "",
-    # "군도: 민란의 시대": "",
-    # "남산의 부장들": "",
-    # "범죄와의 전쟁: 나쁜놈들 전성시대": "",
-    # "신세계": "",
-    # "도가니": "",
-    # "내 아내의 모든 것": "",
-    # "판도라": "",
-    # "나쁜 녀석들: 더 무비": "",
-    # "가문의 위기(가문의 영광2)": "",
-    # "연가시": "",
-    # "강철비": "",
-    # "강철중: 공공의 적 1-1": "",
-    # "아가씨": "",
-    # "말아톤": "",
-    # "용의자": "",
-    # "건축학개론": "",
-    "댄싱퀸": "황정민,엄정화,정성화,오나라,박정민,박사랑,안은정,라미란,이대연,이한위,최우리,권병길,서동원",
-    # "7급 공무원": "",
-    # "우리 생애 최고의 순간": "",
-    # "꾼": "",
-    # "타짜-신의 손": "",
-    # "박수건달": "",
-    # "조선명탐정 : 사라진 놉의 딸": "",
-    # "역린": "",
-    # "남한산성": "",
-    # "암수살인": "",
-    # "국가부도의 날": "", #100위
-    # "쌍화점": "",
-    # "신기전": "",
-    # "82년생 김지영": "",
-    # "귀향": "",
-    # "신의 한 수": "",
-    # "태풍": "",
-    # "부러진 화살": "",
-    # "끝까지 간다": "",
-    # "스파이": "",
-    # "그것만이 내 세상": "",
-    # "돈": "",
-    # "악인전": "",
-    # "이끼": "",
-    # "한반도": "",
-    # "포화속으로": "",
-    # "시동": "",
-    # "아이 캔 스피크": "",
-    # "마녀": "",
-    # "탐정: 리턴즈": "",
-    # "공공의 적 2": "",
-    # "퀵": "",
-    # "친절한 금자씨": "",
-    # "감기": "",
-    # "스물": "",
-    # "거북이 달린다": "",
-    # "헬로우 고스트": "",
-    # "하모니": "",
-    # "오싹한 연애": "",
-    # "방자전": "",
-    # "형": "",
-    # "마더": "",
-    # "그놈 목소리": "",
-    # "친구 2": "",
-    # "식객": "",
-    # "26년": "",
-    # "고지전": "",
-    # "워낭소리": "",
-    # "프리즌": "",
-    # "가장 보통의 연애": "",
-    # "말모이": "",
-    # "극비수사": "",
-    # "표적": "",
-    # "너의 결혼식": "",
-    # "내가 살인범이다": "",
-    # "부당거래": "",
-    # "소원": "",
-    # "너는 내 운명": "",
-    # "시라노; 연애조작단": "",
-    # "곤지암": "",
-    # "살인자의 기억법": "",
-    # "마파도": "",
-    # "후궁 : 제왕의 첩": "",
-    # "탐정 : 더 비기닝": "",
-    # "지금 만나러 갑니다": "",
-    # "가문의 부활 - 가문의 영광3": "",
-    # "위험한 상견례": "",
-    # "아수라": "",
-    # "보안관": "",
-    # "기술자들": "",
-    # "굿모닝 프레지던트": "",
-    # "태극기 휘날리며": "",
-    # "라스트 갓파더": "",
-    # "1번가의 기적": "",
-    # "증인": "",
-    # "목격자": "",
-    # "조작된 도시": "",
-    # "블랙머니": "",
-    # "반창꼬": "",
-    # "우리들의 행복한 시간": "",
-    # "조선명탐정: 흡혈괴마의 비밀": "",
-    # "화차": "",
-    # "이웃사람": "",
-    # "재심": "",
-    # "히트맨": "",
-    # "사바하": "",
-    # "화이: 괴물을 삼킨 아이": "",
-    # "의뢰인": "",
-    # "가문의 영광4 - 가문의 수난": "",
-    # "블라인드": "",
-    # "박열": "",
-    # "미인도": "",
-    # "음란서생": "",
-    # "내 생애 가장 아름다운 일주일": "",
-    # "하녀": "",
-    # "황해": "",
-    # "7광구": "",
-    # "타짜: 원 아이드 잭": "",
-    # "박쥐": "",
-    # "마당을 나온 암탉": "",
-    # "악의 연대기": "",
-    # "강남 1970": "",
-    # "신의 한 수: 귀수편": "",
-    # "마이 웨이": "",
-    # "나의 사랑 나의 신부": "",
-    # "바르게 살자": "",
-    # "내 사랑 내 곁에": "",
-    # "초능력자": "",
-    # "굿바이 싱글": "",
-    # "몽타주": "",
-    # "명당": "",
-    }
-
-g = Graph()
-names = []
-vertex_weight = []
-vertex_color = []
-edge_weight = []
-
-for movie in data:
-	g.add_vertices(1)
-	names.append(movie)
-	vertex_color.append("red")
-
-	actors = data[movie].split(",")
-	newActors = []
-	for actor in actors:
-		if(actor not in names):
-			newActors.append(actor)
-	names += newActors
-	g.add_vertices(len(newActors))
-	vertex_color += ["blue"] * len(newActors)
-
-	edges = []
-	s = names.index(movie)
-	for actor in actors:
-		e = names.index(actor)
-		edges.append((s, e))
-	g.add_edges(edges)
-
-	vertex_weight.append(audience[movie])
-	vertex_weight += [1] * len(newActors)
-	edge_weight += [audience[movie]] * len(actors)
-g.vs["name"] = names
-g.vs["label"] = g.vs["name"]
-g.vs["color"] = vertex_color
-g.es["weight"] = edge_weight
-bn = g.betweenness(weights=edge_weight)
-names1, names2 = g.vs["name"][:], g.vs["name"][:]
-
-print(sorted(names1, key=lambda n: bn[names2.index(n)], reverse=True)[:10])
-print(sorted(bn, reverse=True)[:10])
-bn_norm = [int((float(i)/max(bn)) * 40) + 10 for i in bn]
-
-out = plot(g,
-	bbox = (1600, 1600),
-	vertex_size = 20,
-    vertex_label_size = 12,
-    vertex_label_dist = 1,
-    vertex_label_angle = 2,
-    autocurve = True,
-    layout = g.layout("fr")
-    )
-out.save("test.png")

@@ -5,9 +5,14 @@ conn = pymongo.MongoClient("localhost")
 db = conn.test
 db = conn.test
 MOVIE = db.movie
 MOVIE = db.movie
 cur = MOVIE.find()
 cur = MOVIE.find()
-audience = {}
+audiences = {}
+salesPerScreens = []
 for c in cur:
 for c in cur:
-    audience[c["name"]] = c["audience"]
+    audiences[c["name"]] = c["audiences"]
+    salesPerScreens.append({"name": c["name"], "value": c["sales"] / c["screens"]})
+
+salesPerScreensTmp = salesPerScreens[:]
+salesPerScreensSorted = sorted(salesPerScreensTmp, key=lambda n: salesPerScreens[salesPerScreens.index(n)]["value"], reverse=True)[:100]
 
 
 data = {
 data = {
     "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",
     "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 = {
     "백두산": "이병헌,하정우,마동석,전혜진,배수지,이상원,옥자연,한수현,강신철,이경영,조한철,최광일,김시아,임형국,박주환,남성준,서현우,김민식,박지홍,김준원,남문철,박성근",
     "백두산": "이병헌,하정우,마동석,전혜진,배수지,이상원,옥자연,한수현,강신철,이경영,조한철,최광일,김시아,임형국,박주환,남성준,서현우,김민식,박지홍,김준원,남문철,박성근",
     "과속스캔들": "차태현,박보영,왕석현,임지규,황우슬혜,임승대,정원중,김기방,박영서",
     "과속스캔들": "차태현,박보영,왕석현,임지규,황우슬혜,임승대,정원중,김기방,박영서",
     "국가대표": "하정우,성동일,김지석,김동욱,최재환,이재응,이은성,이한위,이혜숙,김지영,현쥬니,황하나",
     "국가대표": "하정우,성동일,김지석,김동욱,최재환,이재응,이은성,이한위,이혜숙,김지영,현쥬니,황하나",
+    #"디워": "", #외국 배우
     "공조": "현빈,유해진,김주혁,장영남,이해영,윤아,이동휘,공정환,엄효섭,신현빈,박민하,전국환,이이경,박진우,박형수",
     "공조": "현빈,유해진,김주혁,장영남,이해영,윤아,이동휘,공정환,엄효섭,신현빈,박민하,전국환,이이경,박진우,박형수",
     "히말라야": "황정민,정우,조성하,김인권,라미란,김원해,이해영,전배수,정규수,성병숙",
     "히말라야": "황정민,정우,조성하,김인권,라미란,김원해,이해영,전배수,정규수,성병숙",
     "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",
     "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 = {
     "추격자": "김윤석,하정우,서영희,박효주,김유정,최정우,정인기,구본웅,민경진",
     "추격자": "김윤석,하정우,서영희,박효주,김유정,최정우,정인기,구본웅,민경진",
     "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",
     "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",
     "바람과 함께 사라지다": "차태현,오지호,민효린,성동일,신정근,고창석,송종호,이채영,김길동,김향기,천보근,김구택,독고준",
     "바람과 함께 사라지다": "차태현,오지호,민효린,성동일,신정근,고창석,송종호,이채영,김길동,김향기,천보근,김구택,독고준",
-#    "님아, 그 강을 건너지 마오": "", #영화배우가 아님
+    #"님아, 그 강을 건너지 마오": "", #영화배우가 아님
     "봉오동 전투": "유해진,류준열,조우진,박지환,최유화,성유빈,이재인,홍상표,원풍연,양현민",
     "봉오동 전투": "유해진,류준열,조우진,박지환,최유화,성유빈,이재인,홍상표,원풍연,양현민",
     "조선명탐정 : 각시투구꽃의 비밀": "김명민,한지민,오달수,최무성,우현,이재용,예수정,정인기",
     "조선명탐정 : 각시투구꽃의 비밀": "김명민,한지민,오달수,최무성,우현,이재용,예수정,정인기",
     "군도: 민란의 시대": "하정우,강동원,조진웅,마동석,정만식,김성균,주진모,이경영,이성민,윤지혜,김재영,송영창,김병옥,임현성,강현중",
     "군도: 민란의 시대": "하정우,강동원,조진웅,마동석,정만식,김성균,주진모,이경영,이성민,윤지혜,김재영,송영창,김병옥,임현성,강현중",
@@ -145,7 +151,7 @@ data = {
     # "식객": "",
     # "식객": "",
     # "26년": "",
     # "26년": "",
     # "고지전": "",
     # "고지전": "",
-    # "워낭소리": "",
+    "워낭소리": "",
     # "프리즌": "",
     # "프리즌": "",
     # "가장 보통의 연애": "",
     # "가장 보통의 연애": "",
     # "말모이": "",
     # "말모이": "",
@@ -155,11 +161,11 @@ data = {
     # "내가 살인범이다": "",
     # "내가 살인범이다": "",
     # "부당거래": "",
     # "부당거래": "",
     # "소원": "",
     # "소원": "",
-    # "너는 내 운명": "",
+    "너는 내 운명": "",
     # "시라노; 연애조작단": "",
     # "시라노; 연애조작단": "",
     # "곤지암": "",
     # "곤지암": "",
     # "살인자의 기억법": "",
     # "살인자의 기억법": "",
-    # "마파도": "",
+    "마파도": "이정진,이문식,여운계,김수미,김을동,김형자,길해연,오달수,서영희",
     # "후궁 : 제왕의 첩": "",
     # "후궁 : 제왕의 첩": "",
     # "탐정 : 더 비기닝": "",
     # "탐정 : 더 비기닝": "",
     # "지금 만나러 갑니다": "",
     # "지금 만나러 갑니다": "",
@@ -169,7 +175,7 @@ data = {
     # "보안관": "",
     # "보안관": "",
     # "기술자들": "",
     # "기술자들": "",
     # "굿모닝 프레지던트": "",
     # "굿모닝 프레지던트": "",
-    # "태극기 휘날리며": "",
+    "태극기 휘날리며": "장동건,원빈,이은주,공형진,장민호,이영란",
     # "라스트 갓파더": "",
     # "라스트 갓파더": "",
     # "1번가의 기적": "",
     # "1번가의 기적": "",
     # "증인": "",
     # "증인": "",
@@ -232,6 +238,10 @@ def named_union(graph1, graph2): #두 그래프 합성
     Z.vs["label"] = Z.vs["name"][:]
     Z.vs["label"] = Z.vs["name"][:]
     return Z
     return Z
 
 
+for i in range(0, 100):
+    if(salesPerScreensSorted[i]["name"] not in data):
+        print(i, salesPerScreensSorted[i])
+
 frequency = {}
 frequency = {}
 weight = {}
 weight = {}
 keys = []
 keys = []
@@ -263,12 +273,12 @@ for movie in data:
             join = join[0]+","+join[1]
             join = join[0]+","+join[1]
             if(join not in weight):
             if(join not in weight):
                 weight[join] = {
                 weight[join] = {
-                "audience": audience[movie],
+                "audiences": audiences[movie],
                 "count": 1
                 "count": 1
                 }
                 }
                 keys.append(join)
                 keys.append(join)
             else:
             else:
-                weight[join]["audience"] += audience[movie]
+                weight[join]["audiences"] += audiences[movie]
                 weight[join]["count"] += 1
                 weight[join]["count"] += 1
 
 
 topten = sorted(keys, key=lambda n: weight[n]["count"], reverse=True)[:10]
 topten = sorted(keys, key=lambda n: weight[n]["count"], reverse=True)[:10]

@@ -6,9 +6,12 @@ db = conn.test
 MOVIE = db.movie
 MOVIE = db.movie
 MOVIE.delete_many({}) #reset
 MOVIE.delete_many({}) #reset
 
 
-csvfile = open('kobis2.csv', mode='r')
+csvfile = open('C:\\Users\\ghdms\\2014104137\\소스코드\\kobis1.csv', mode='r')
 reader = list(csv.reader(csvfile))
 reader = list(csv.reader(csvfile))
 for row in reader:
 for row in reader:
-    num = int(row[1].replace(",", ""))
-    print(num)
-    MOVIE.insert_one({"name": row[0], "audience": num})
+	name = row[1]
+	for i in range(2, 6):
+		row[i] = row[i].replace(",", "")
+	sales, audiences, screens, plays = int(row[2]), int(row[3]), int(row[4]), int(row[5])
+	print(name, sales, audiences, screens, plays)
+	MOVIE.insert_one({"name": name, "sales": sales, "audiences": audiences, "screens": screens, "plays": plays})
\ No newline at end of file