From 3b13b054c35c7da48eef965c177373cfb1937de3 Mon Sep 17 00:00:00 2001 From: junetofeb <109563942+junetofeb@users.noreply.github.com> Date: Mon, 24 Oct 2022 13:34:16 +0900 Subject: [PATCH] =?UTF-8?q?#10=20team=20play=20data=20frame=20append=20?= =?UTF-8?q?=EC=97=90=EC=84=9C=20=EB=B0=9C=EC=83=9D=ED=95=98=EB=8A=94=20?= =?UTF-8?q?=EC=98=A4=EB=A5=98=20=ED=95=B4=EA=B2=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit limit값 대비 offset이 200 이하일 때 발생하는 오류였음. 함수 3-3 (get_team_play_data) try ~ except 구문으로 문제 해결 --- .../01-api-settings-functions.ipynb" | 1674 ++--------------- 1 file changed, 184 insertions(+), 1490 deletions(-) diff --git "a/[data]_api_\353\215\260\354\235\264\355\204\260_\355\231\234\354\232\251\355\225\230\352\270\260/01-api-settings-functions.ipynb" "b/[data]_api_\353\215\260\354\235\264\355\204\260_\355\231\234\354\232\251\355\225\230\352\270\260/01-api-settings-functions.ipynb" index c47e68c..01ccab7 100644 --- "a/[data]_api_\353\215\260\354\235\264\355\204\260_\355\231\234\354\232\251\355\225\230\352\270\260/01-api-settings-functions.ipynb" +++ "b/[data]_api_\353\215\260\354\235\264\355\204\260_\355\231\234\354\232\251\355\225\230\352\270\260/01-api-settings-functions.ipynb" @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "b40f32f5", "metadata": {}, "outputs": [], @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "98de39a9", "metadata": {}, "outputs": [], @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "0654b24e", "metadata": {}, "outputs": [], @@ -90,12 +90,12 @@ "def get_matchdata (start, total_end):\n", " start_for_print = time.time()\n", " start_date=start\n", - " end_date=datetime.strptime(start_date, '%Y-%m-%d %H:%M:%S')+timedelta(minutes=2)\n", + " end_date=datetime.strptime(start_date, '%Y-%m-%d %H:%M:%S')+timedelta(hours=1)\n", " end_date = datetime.strftime(end_date, '%Y-%m-%d %H:%M:%S')\n", " limit='200'\n", " match_df=pd.DataFrame()\n", " count=0\n", - " # 마지막 start_date가 total_end-2분까지 돌아가도록 설정\n", + " # 마지막 start_date가 total_end-1시간까지 돌아가도록 설정\n", " while start_date != total_end :\n", " # 10,000건에 한번씩 5초 슬립\n", " if count!=0 and count%50==0:\n", @@ -117,10 +117,10 @@ " except:\n", " pass\n", " count=count+1\n", - " # offeset 0, 200 한번씩 돌아간 뒤에 2분 뒤로 다시 돌릴 수 있도록 start와 end 에 2분씩 더해줌\n", - " new_start=datetime.strptime(start_date, '%Y-%m-%d %H:%M:%S')+timedelta(minutes=2)\n", + " # offeset 0, 200 한번씩 돌아간 뒤에, 한 시간 뒤에 다시 돌 수 있도록 start와 end 에 1시간씩 더해줌\n", + " new_start=datetime.strptime(start_date, '%Y-%m-%d %H:%M:%S')+timedelta(hours=1)\n", " start_date = datetime.strftime(new_start, '%Y-%m-%d %H:%M:%S')\n", - " new_end=datetime.strptime(end_date, '%Y-%m-%d %H:%M:%S')+timedelta(minutes=2)\n", + " new_end=datetime.strptime(end_date, '%Y-%m-%d %H:%M:%S')+timedelta(hours=1)\n", " end_date = datetime.strftime(new_end, '%Y-%m-%d %H:%M:%S')\n", " \n", " # 중복 제거\n", @@ -259,7 +259,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "b27e42b4", "metadata": {}, "outputs": [], @@ -304,7 +304,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "36b53ce9", "metadata": {}, "outputs": [], @@ -356,7 +356,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 25, "id": "3ef5263f", "metadata": {}, "outputs": [], @@ -367,7 +367,7 @@ " start_for_print = time.time()\n", " \n", " # 개인전과 팀전 분리하여 팀전 데이터프레임에 담아줌\n", - " df_team=df_match[df_match['players'].isnull()]\n", + " df_team=df_match[df_match['players'].isnull()].reset_index()\n", " \n", " # df_team\n", " # 팀전 유저(플레이어) 데이터를 넣어줄 데이터 프레임 생성\n", @@ -378,10 +378,14 @@ " for j in range(len(df_team['teams'].iloc[i])): # 팀 선택\n", " teamId=df_team['teams'].iloc[i][j]['teamId']\n", " user_tmp=pd.DataFrame()\n", - " for m in range(len(df_team['teams'].iloc[i][j]['players'])): # 플레이어 선택\n", - " user_tmp=user_tmp.append(df_team['teams'].iloc[i][j]['players'][m],ignore_index=True)\n", - " user_tmp['teamId']=teamId\n", - " tmp=tmp.append(user_tmp,ignore_index=True)\n", + " try: \n", + " for m in range(len(df_team['teams'].iloc[i][j]['players'])): # 플레이어 선택\n", + " user_tmp=user_tmp.append(df_team['teams'].iloc[i][j]['players'][m],ignore_index=True)\n", + " user_tmp['teamId']=teamId\n", + " tmp=tmp.append(user_tmp,ignore_index=True)\n", + " \n", + " except:\n", + " pass\n", " \n", " # match_id, track_id, match_start_time, match_end_time 각각 받아옴\n", " tmp['matchId'] = df_team.iloc[i]['matchId']\n", @@ -425,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "74e2c439", "metadata": {}, "outputs": [], @@ -572,1392 +576,7 @@ "execution_count": 9, "id": "e4504e89", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\n", - "\t{\n", - "\t\t\"id\": \"c93843288b6c038f11328c0e4a4dae0663a94154242059e1a62f73503e84b104\",\n", - "\t\t\"name\": \"빌리지 두개의 관문\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c5d2203fc4979dab295e07763de827776f4e83c373cc66ab03bbb89c75356b69\",\n", - "\t\t\"name\": \"팩토리 핀저의 위험한 적재소\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bfd558c15104ec3ef0f182893a3c9bd77052ce7675028c86dd92a45fa52e8ed5\",\n", - "\t\t\"name\": \"올림포스 선택의 문\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e86138a3a04c138f991da883d4052ff3a00624ba9eb29d00452948d908a0de4c\",\n", - "\t\t\"name\": \"WKC 싱가폴 마리나 서킷\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bced4f65cf36c22df94c6e26436e37f22b1cf42b5878e2b1edbcdc08df348e6f\",\n", - "\t\t\"name\": \"어비스 스카이라인\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"44cddc0e408d2c9e53458e300bfaca38b9c88c9fc835525c6a49cb9397fe0af7\",\n", - "\t\t\"name\": \"사막 빙글빙글 공사장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0b809bd33246fac5d3b39ba8d2e274999647174e43ec4645865d4dc349b08290\",\n", - "\t\t\"name\": \"1920 아슬아슬 비행장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7ee426a93b93837007dc241a3d3d5a8c279f4e1ac1511953702dfe5aabb32cde\",\n", - "\t\t\"name\": \"님프 바다 신전의 비밀\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3412059e9c31e8b1ee8f0d4b896baaa9ce5a1d45be13c4e47ba3e52b20c0c638\",\n", - "\t\t\"name\": \"동화 잠자는 숲속의 거인\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4cd670f582e1fc5db858df3c43a51adcd645053ad3c2ea2c49120e58f61f17e3\",\n", - "\t\t\"name\": \"브로디 비밀의 연구소\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5be6b53ddfcab325d85c16b5dc147d1f47a258e7db0df786554ccf46c053bb55\",\n", - "\t\t\"name\": \"님프 요정 마을의 초대\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2f2650bfaf03421c38970a1f8678868ae1159abdd1712bd06072bad9a32e88a4\",\n", - "\t\t\"name\": \"[reverse] 노르테유 허공의 갈림길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"73103a17062d7007e64739fefc2aee4ba0d98baa53c1f9b7bd5320202b0eff75\",\n", - "\t\t\"name\": \"메이플 리스항구 언덕길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7394f4ea05d4115bc1308101998132e50e366c4456c6368a1800a494c6f8c0c1\",\n", - "\t\t\"name\": \"빌리지 고가의 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e1fd0bf641271d2baf88a1f68a779a375f5259c56ad860a57a5cc529dfce98d5\",\n", - "\t\t\"name\": \"월드 파리 드라이브\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"39d88d8f40d5f3c2977eeeb4a33b15905bb8a8180351408fb33c1f82dde695d8\",\n", - "\t\t\"name\": \"포레스트 대관령\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0315454edc50256445089165bd56d0bb41d96f3678df8433a329a6a32bea3557\",\n", - "\t\t\"name\": \"사막 지옥의 모래구덩이\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"75fe6fe1cf114683a0308334e9a9079f9882ba1dc9124dbb45cb5b257e1e4c9c\",\n", - "\t\t\"name\": \"노르테유 붕붕 점프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8a9b71d9a9a3d56c3ccfbc7ae9319ae64c373e4a70e9a704adf58ef5eb1d7c30\",\n", - "\t\t\"name\": \"노르테유 익스프레스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cb9790f64ce28a230f7a5d76945adb36012a2acfa7108b5285f1af8f00eb0e0d\",\n", - "\t\t\"name\": \"광산 보석채굴장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"25cf7b9199c2116a521e10240c06e0687c04f8be5fcdd352fc0fb0cd6c92eb22\",\n", - "\t\t\"name\": \"올림포스 여신의 성소\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"75df22aee2ef71b333f39719d90314da74743fd37180e026390c84c1b1373c01\",\n", - "\t\t\"name\": \"황금문명 CSO 아즈텍\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1d6c828cb522592eb4731b04a70888937f555034186810bdcd96e7b333095101\",\n", - "\t\t\"name\": \"빌리지 만리장성\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"13ffa2e2685e7fd80494ab652f277ab649eefb2b2a9853564bb442be78b5aecc\",\n", - "\t\t\"name\": \"카멜롯 불타는 마을\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"70b1478080c29c0058805dd742f2d0427f7e47dafb8e9f847d9d25b93837eb22\",\n", - "\t\t\"name\": \"공동묘지 해골 손가락\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9dceaf636e51daf6ace6d8e5a5be4df7bf78b9745af14a29a6763675a604406e\",\n", - "\t\t\"name\": \"사막 놀라운 공룡 유적지\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a75e2b36d82e9c459005126670ec57100aaab8d49191c43b60e85af617c4b74d\",\n", - "\t\t\"name\": \"올림포스 스틱스 익스프레스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9ee184ed580f4d630c23fef3066c60dc10c7ba92596ee6f7bcdd68551b858186\",\n", - "\t\t\"name\": \"어비스 지상으로 가는 길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"796f37c63129bccbd2dbbd0b55da015212d6b2dae0802b296c5aa29fd1935e85\",\n", - "\t\t\"name\": \"[reverse] 문힐시티 조심조심 기찻길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1a69d0cf51b5506a0fa144d1696050eaf2f2aa88424019be6bb6eee4b361a6d6\",\n", - "\t\t\"name\": \"님프 달팽이의 통나무 지름길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4975c9d0fbe19990ac1bc7fb0c9ce63193b0fb2d023692e939fa8e6b2ee74bd0\",\n", - "\t\t\"name\": \"아이스 아찔한 헬기 점프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0361c45cd275f107e28c724b75d5ad7ad9ba1ad70a35c0749cae2d2469f45a53\",\n", - "\t\t\"name\": \"차이나 골목길 대질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"15f65f1af8f70d12a8861b508ee19e5a6e9f0c4928e202080ef430f329032bb1\",\n", - "\t\t\"name\": \"WKC 호주서킷\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"117ccdd8d967875214f83cb71cd961fb4c88817a2548f5a4ca3e416b2b8b33a6\",\n", - "\t\t\"name\": \"[R] 코리아 부산의 밤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"59a8b772a3cf2b0e970921ad2db3750fc92007764c978427fc5037188ea7a270\",\n", - "\t\t\"name\": \"1920 수상한 증기 공장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9f5830793101bb00f5b1889745bef379020e668e8b969b53906113ec67a25a86\",\n", - "\t\t\"name\": \"카멜롯 외곽 순찰로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f6267026ed1b001f903044cded7817481037304ded026de27723a1088aa022ce\",\n", - "\t\t\"name\": \"문힐시티 폭우속의 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b57588a6c4fd89fbc2a2c9e9c1a95a746c35ab3ee08e3935db1a427121853e9a\",\n", - "\t\t\"name\": \"코리아 제주 해오름 다운힐\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"76fffce56b86668909e5ea4fa159ab40bddadabb0abfa1c11cbfe7f34c86ad58\",\n", - "\t\t\"name\": \"[reverse] 아이스 갈라진 빙산\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"40c309ab0a138e090c42d8d265bc464a40196c338c899c04be8ac83552f5a30f\",\n", - "\t\t\"name\": \"신화 오딘의 궁전\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"839e2089cf401fc9afa5b9b7778ab094a8bacbe7a306cf9f75483803c9579312\",\n", - "\t\t\"name\": \"아이스 공포의 하프파이프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5865397bd41471250d1db58583decbfe5a703d6a59facaeae229c527b58b832b\",\n", - "\t\t\"name\": \"신화 신들의 세계\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9a7262a6f5332ee9a754a31471e900b099ab2701d951527c6c8441893acd10f3\",\n", - "\t\t\"name\": \"[reverse] 아이스 상어의 무덤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e36be620916823e8aae0f05ab47a25bfdcbcbcdc1a47eda7cc42fdfc9810737f\",\n", - "\t\t\"name\": \"메카닉 최후의 전장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b42aa37ab64a84034d4a578b4b4d9436d60c3cec34f17d2ec91881546e186e0a\",\n", - "\t\t\"name\": \"[reverse] 해적 폭풍 속의 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bd1df39255690da9d335e0054a2771b50c9af591a8be1c26a939c4b449780be0\",\n", - "\t\t\"name\": \"브로디 에너지의 원천\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"60b648ee4485f1eede64e3e9b5d71752d6237ddd3650bd012f55176701b835e3\",\n", - "\t\t\"name\": \"절망의 카타콤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f38a823f538978875a9e74d618592b61981cebd1bcb20bd3085900b41de3c3e3\",\n", - "\t\t\"name\": \"포레스트 아찔한 다운힐\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a0ce29213d8914e499d4a0c1ae90de9d9c08ce67b10db311106c98edcf6a7218\",\n", - "\t\t\"name\": \"황금문명 전설의 황금용광로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cef91d19aece7571a2e667fe0240f92a010af6c5a6cd68e11a166d69124ee432\",\n", - "\t\t\"name\": \"대저택 은밀한 지하실\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9e7607980870bee91d7353f86d449f988480428b7e8b10d7be4d5be2e54bbee6\",\n", - "\t\t\"name\": \"해적 상어섬의 비밀\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"90eec0c786ac7ad4be603ae3a67965c9ccf8e928594ec7941fa44611e51bd15f\",\n", - "\t\t\"name\": \"빌리지 손가락 2\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"12aaddc5615a4fe8c4c54239036f3d37302a1c0545893d3691f16e6a8e415916\",\n", - "\t\t\"name\": \"빌리지 수로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bc7ef806b0020edf11620ee2324901a1e3b9a0263cad9be99ec617aec7de6fee\",\n", - "\t\t\"name\": \"[reverse] 노르테유 우주선 침투\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0f2eefba5aa38ebdcd9db6f0a16b2846b4cde3523297ce6f227245169b21fcf8\",\n", - "\t\t\"name\": \"광산 롤러코스터 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"6d9074afa379ec224ad4e77da0fe41e3fc1495557fa66ec4b0e20f41d85e832c\",\n", - "\t\t\"name\": \"어비스 운명의 갈림길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"78b3e43cada66683a9ffa6e9a932a68ca76c36893272338aa89f6cb5f27a0b23\",\n", - "\t\t\"name\": \"차이나 상해 동방명주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"190b0af7c6b957dd9673e528124fa2c40d903250a1896d5f0e42ed79f0c81e4c\",\n", - "\t\t\"name\": \"차이나 용의 운하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bd32a044b5ed663c5f38144eca6f544aac707a86bb86ab48d8eb089fc0958249\",\n", - "\t\t\"name\": \"[reverse] 광산 뽀글뽀글 용암굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"de7d51d665886f5ebe8f54095276af5b54e0c49171b6f818c73faec4c59d2dcf\",\n", - "\t\t\"name\": \"카멜롯 전차 추격전\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f4420c729a097e322ec8d96aeaf812285898d7b28abf2c8afa2d78c4fc8854b4\",\n", - "\t\t\"name\": \"[reverse] 빌리지 붐힐터널\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c961712df23e818c056b2e673467aca3e173b7bf53ee8e35cf9a3e75a3dfc0c6\",\n", - "\t\t\"name\": \"WKC 상해 서킷\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0f551b5e9b203d20145632ad5f41766946a7c96119975d99c99b425abeb7a92c\",\n", - "\t\t\"name\": \"얼음동굴 멜로디의 전설\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"17129245cfbdd3848d18b95debbbb9c3ac964c7201bf76db96f3d4235eaa1d11\",\n", - "\t\t\"name\": \"동화 목욕탕에 개굴개굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cc9fdad4e72423f485046ee5e6ef4fa243965d06d83b97581984b6067ccff0d9\",\n", - "\t\t\"name\": \"아이스 설산 다운힐\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b9296f71afc024cc6c2b266a95763e829adeff61017f89d2112af6fd31609af0\",\n", - "\t\t\"name\": \"팩토리 두 개의 공장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"59df0d094f0b1c959f04837be83bac9ee1195094cdc9de07911845b90d88a364\",\n", - "\t\t\"name\": \"문힐시티 조심조심 기찻길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7c487cbcaf6946eb555d4567e4283a16c9020dba116519bf7fac5f160d9d2123\",\n", - "\t\t\"name\": \"신화 빛의 길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"01107ff0883daa9291109ee93653d61287718a8539942cd0ab42f0e8df123ee7\",\n", - "\t\t\"name\": \"월드 이탈리아 여행\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"57ab6b9ad0551d15dc6e671dc9e1de50b57a0d3ad18be0dcc51aea42b02a9537\",\n", - "\t\t\"name\": \"[reverse] 공동묘지 해골 손가락\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c694e62af4eed0e793b0091660cb46de6384748e3d5848dbeffc2aa0e0e6bebf\",\n", - "\t\t\"name\": \"사막 오래된 송수관\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d7099e7229a47d541eaa24ef5583f8f52cf416ab04aa8e0ceb83ca1e837cb801\",\n", - "\t\t\"name\": \"차이나 북경 스포츠 공원\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5d7bd88232504c6c0e8b6169965780c304df15ba1a32ff3cd0025f9a5a11d7a9\",\n", - "\t\t\"name\": \"[R] 코리아 다이나믹 서울\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"21581b3c79c6dc8cff34d169593115a642c3f5c066f57d8db2a6b1b89ecaefab\",\n", - "\t\t\"name\": \"아이스 투명동굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"980179aec1c97ce2bec7893a86e42e314dbcc5bd043f1501e7f207519dff21dd\",\n", - "\t\t\"name\": \"해적 어질어질 부둣가\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f8bd236092f87a1f007a0043c31d07bfbc5e97091fece1a7aecedfbd7392c6bf\",\n", - "\t\t\"name\": \"아이스 짜릿한 고공점프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"de4a1317d1e2ae4e0008016fb90c08c10f7914eda560ff90e94ce1d938ad4dd7\",\n", - "\t\t\"name\": \"메이플 꿈의 도시 레헬른\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ef4f4e6dc055d1e1a32804a7a0f1e0e659151111dd65420957d5e927d4627bba\",\n", - "\t\t\"name\": \"광산 3개의 지름길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"692fe5afee5a6423472247e044d61f813ca86a3bd72e5af67bee59db8a1a0043\",\n", - "\t\t\"name\": \"[reverse] 포레스트 통나무\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"40cf59a454ab971e82a900b0746b9a62fa21322789f6357b03c2edbe2961b080\",\n", - "\t\t\"name\": \"WKC 투어링 랠리\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0c2a32dec2862bd71ca4adf0ae4214aaef25e081176ee0f0ad76fef11917ef1b\",\n", - "\t\t\"name\": \"광산 3개의 지름길(아이템)\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1f58aaa5dbc7ad73a2ee87a280407194b2a9312ad893d763d1dfb75e75e98bf6\",\n", - "\t\t\"name\": \"포레스트 기암괴석\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1b7ebf081f26efaeed6ed4810576af1bcc417444fd3398f41188582325b7c573\",\n", - "\t\t\"name\": \"올림포스 제우스 시티\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4832159665debb49f2f6709f8e1d1cf31776cc81d6fe8994573422124ad77555\",\n", - "\t\t\"name\": \"[reverse] 빌리지 두개의 관문\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2d8034b4b3f6e9cc6e651c8355367a911274b312b0f7ad0626b0eb0333051b53\",\n", - "\t\t\"name\": \"동화 마녀의 성\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8c6c35b3142ea8f4f882f28e0e218b18e99619121fc3a0d631727dce0dc54c6a\",\n", - "\t\t\"name\": \"[reverse] 빌리지 손가락\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"35bcf80c3a600ddfb38108b3973a2e1a9da2ecec0b55356b306b0902bda051ce\",\n", - "\t\t\"name\": \"마비노기 티르 코네일\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2ac0e5f5bf68da7b8e2e0090d8ac7863b713448ab5994b5fe46855829b419a7b\",\n", - "\t\t\"name\": \"카멜롯 기사단 훈련장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c041b6db32384707dd0ee983dc73eb90aaebf2b4271541fa83afc635bf537de0\",\n", - "\t\t\"name\": \"카멜롯 비밀의 장소\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d8999250627bf15be365cbbcad09e0955dfaf67363ed267a2cb5626641d25f31\",\n", - "\t\t\"name\": \"[R] 마비노기 이멘 마하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e82af6560cc3d9bcee89b0a17a335914175c67fb51e666dcbbb501aec2aec030\",\n", - "\t\t\"name\": \"[R] 차이나 골목길 대질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"caf2382bb9c0cf432379d97e5658cd0f1f7ad0008bac0a0bceb6986209143b36\",\n", - "\t\t\"name\": \"노르테유 허공의 갈림길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5d2b9beaecbc35c0bca082e8fa38327dc1a461abd1e4ad3bce69e427ef98ef32\",\n", - "\t\t\"name\": \"공동묘지 비밀의 수도원\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b6160acfee797e5ef854bccb1e51011940f37acf67ede61d05eafb3ba07c4ade\",\n", - "\t\t\"name\": \"광산 뽀글뽀글 용암굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0a2bcd781bffefe9fd176f3683c7dff645a9d179e4085fc47c137f439dbcd7c4\",\n", - "\t\t\"name\": \"코리아 전주 한옥마을\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ef76f9ce1005847e9b556ad23eeb8af098fc8b7957c2d35ab05e581ba87bc734\",\n", - "\t\t\"name\": \"데스매치 공포의 우주경기장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cc1f1e6ac432f32108b64de1f1c25e223402f9c50f3d55cab5ca56d49535ff74\",\n", - "\t\t\"name\": \"포레스트 숨겨진 초원\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d662a8388be81b4fefdb0588ad81c1c81c48fcaae83311fb8b894887b8c8fd3a\",\n", - "\t\t\"name\": \"사막 스핑크스 수수께끼\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"defe560d53c3def551cc91a61443ac19709c0e58d102c1167c54a3f304422c6b\",\n", - "\t\t\"name\": \"차이나 서안 병마용 2\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3c03b354c083aa8311b62221f535b6228f935e9b3a9352b0f2c1c71ac7833544\",\n", - "\t\t\"name\": \"차이나 북경 자금성\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a587865c7b7033c319fcca896bfd11d37055aa4c7dcba41abd147caa9e61b958\",\n", - "\t\t\"name\": \"사막 크레이지 오아시스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8ce3fbd59ec7e773679fe21976b82836b96613353ee41b89c0f33a624723768a\",\n", - "\t\t\"name\": \"노르테유 숨막히는 터널 탈주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"12170098c74c9d6d7db9abb0d5e0cde38c685b5c171f1d4f5b369abe2b22d61e\",\n", - "\t\t\"name\": \"노르테유 스카이웨이\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f99343b37c324637a55256e55855091493e4caf0ac11cf41180497f5a7ac453e\",\n", - "\t\t\"name\": \"코리아 롯데월드 어드벤처\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"be0096b2e062a404ea9d233f7d27c42afa7592087837607df55ab192ad3a2574\",\n", - "\t\t\"name\": \"동화 가시덩굴괴물의 등장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"49832328c9467bb0eb62641a12b5f778d66d75c8ff8005b0ebefeb50a291aa44\",\n", - "\t\t\"name\": \"팩토리 모험의 시작\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9d9cc7c84d9542f6a3e4dc6229decfe93fde3e76e8abf7941878446b59582658\",\n", - "\t\t\"name\": \"붐힐 드라이브\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8d50ed8ae32a4ce260dd7d8303552f72f3e80f15d8bf4192aa4ffe784c81ca12\",\n", - "\t\t\"name\": \"차이나 라사\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"675f5b561f22f479152459f813525c0b20d34d5b719c780df9d5a153701a18ca\",\n", - "\t\t\"name\": \"노르테유 위험한 지름길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"72a02ceee940d4a33892b828515e07d7695dfec17534452f62839cbaed2c0f98\",\n", - "\t\t\"name\": \"[reverse] 포레스트 지그재그\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a2bc792a460163af9b1d5726d8a125aa1ba1aa53b32a39be1bf0be2b7368154e\",\n", - "\t\t\"name\": \"네모 산타의 비밀공간\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"243ccbc7e0f66415976bd36d3718821c2af1440d16e923dca6be7a0b4bc1c02c\",\n", - "\t\t\"name\": \"차이나 황산\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1908f4d0f1f55b7fd09e6a7cb95a80e2674b35cf7f4d5bdf4c67c252f5f85238\",\n", - "\t\t\"name\": \"사막 울렁울렁\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"03d5caf09068ae444ffc44adcb51d3cfc8b49069dd01a490b3af1a0ec6167a5e\",\n", - "\t\t\"name\": \"비치 간이역\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"97e10a4f59bd19d60888eab81c4e2ea53f2579bf99a5195cf298a211711b6303\",\n", - "\t\t\"name\": \"[reverse] 빌리지 시계탑 운하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2c91a40803efd366253530ca40afa03913bb1d6a0cdce6f59c7e4e2173ce65ff\",\n", - "\t\t\"name\": \"브로디 위험한 프레스 공장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1233ae640c1c77c42582dbd4d0e6c89f608c7d4e4ec420989b2e0c2d735d9b2e\",\n", - "\t\t\"name\": \"문힐시티 숨겨진 지하터널\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b925d9e4efc94e1f61c300340eab1db324dc80476d73fff1668a1767c98201f4\",\n", - "\t\t\"name\": \"[reverse] 사막 빙글빙글 공사장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"6fadee14cba0c0795841e24d4f4ae58d2f5f74956c5d23f82edb7bb1aca54916\",\n", - "\t\t\"name\": \"공동묘지 비밀의 해골제단\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4b46091f3a72e4d4425ff0793b3791eabbc15cb84f762c302c750483267a8a9a\",\n", - "\t\t\"name\": \"어비스 숨겨진 바닷길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0ed0edb9c63c3ee5c01b80b81489280c64cf4f870f61f2a1c37af1fa37537878\",\n", - "\t\t\"name\": \"광산 꼬불꼬불 다운힐\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"129ab676c2539f45c2b761a0fd96544084597dcb74e7da83bc54e1f2418d340d\",\n", - "\t\t\"name\": \"공동묘지 공포의 외길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"28d4edadb51367fb04a33d2cccda0b88453c61062c1c0e3c7ef7d4ba347edbaa\",\n", - "\t\t\"name\": \"동화 프레티온 목마\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ad7df73e54521f51169b29ff0fc9cf7859f55f114e3b0afb84b2c05d6beee4b7\",\n", - "\t\t\"name\": \"차이나 서안 병마용(아이템)\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e7de2392c3e6453dd8b9ef948f996b9002ee8062815e7ddc9f36a9b101a2d8a9\",\n", - "\t\t\"name\": \"빌리지 지우펀\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a9a8be547d729112e02f1301f2b6a43ee3cbdcaad32c3d926811aa6c9bd2c1dc\",\n", - "\t\t\"name\": \"마비노기 바올 던전\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b3b48722195dd9a0c64e6edbd6c5f100fb343fd76e0e0b2c7dbe5d341bb66c08\",\n", - "\t\t\"name\": \"황금문명 흔들리는 위협\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0f143c77b9a4cf1fc7343a1a88a62928473800c7bd02fc9279beb1178d1d1a1c\",\n", - "\t\t\"name\": \"빌리지 시계탑\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1db419c9a0f68ebbc312129ddac8a15563eb3f1b46a5e9e65f75db14714881c8\",\n", - "\t\t\"name\": \"[reverse] 포레스트 버섯동굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cb05dd0c8a0d6bd1f5db14b37e4773ae05a6ddb64667157563a408218b0f5fb6\",\n", - "\t\t\"name\": \"[reverse] 사막 피라미드 탐험\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"07a32fade9a89ff19701f25a533fb3fdb475f35051f18626b4b380b439bd2c20\",\n", - "\t\t\"name\": \"코리아 한국민속촌\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"681572858d6f63ccc75630acd47be609731f721bed44565e36e9b79269376eaa\",\n", - "\t\t\"name\": \"아이스 크레이지 펭귄타운\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a92875e4d4ce9d4b02b02689f1302afd981b9695cf79f8c6e020738f1a51e8f8\",\n", - "\t\t\"name\": \"황금문명 황금신전을 찾아서\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ee4e6c6e887007b24a7da342a193c349340be1d324a90a474537302982c1a72d\",\n", - "\t\t\"name\": \"쥐라기 공룡섬 대모험\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c9ad9e3fc464391babb8493a89e719418d677642e91d258a77b87d6431273d85\",\n", - "\t\t\"name\": \"아이스 펭귄타운\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d1e3708e4f841bc7a94f372b459183da29be083e4ea3b2616b984a3f2928be60\",\n", - "\t\t\"name\": \"잊혀진 모래의 기억\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"37cea640bdbfd5d8c7f0919ecebfaac11aded2d57d1bc6a68b95444e24cf3b62\",\n", - "\t\t\"name\": \"[reverse] 사막 베거이 시장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"662835aa0c5095b81119fae0f69430dd1e992ef42789bfda5047b407c31d4bce\",\n", - "\t\t\"name\": \"해적 위기일발 대탈출\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3825dc7e5a7133b57445e1d0577de668d26d01815f41cabcbf6f9fab3d4a0de7\",\n", - "\t\t\"name\": \"빌리지 붐힐터널\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"10da0052333ba15d203a7fd614a2fd0c3103e5e1245ac83f152fbf87313be1d9\",\n", - "\t\t\"name\": \"포레스트 지그재그\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"04f92b232ca4800a63cc076321c9c163aba6490bd83e8192c548cd6ab6edd532\",\n", - "\t\t\"name\": \"포레스트 오싹한 공중다리\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7b64acf01df51b2bf6311792c83dad29b5aeb257e5188659b073c8f48eea6722\",\n", - "\t\t\"name\": \"빌리지 손가락\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3db76c496c3c6a4ef687390e502684e519c224f634fc84404b35f1733d98044a\",\n", - "\t\t\"name\": \"코리아 다이나믹 서울\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a83aa53e5f36f12cdfbaf4cf7cc64f40b65b8679dfc90c6b40f9c78fa506fac1\",\n", - "\t\t\"name\": \"빌리지 파괴된 시계탑\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e9c91438145dfe4b39e0efe21586cc15343301740e851370949d9e2efcda36ee\",\n", - "\t\t\"name\": \"포레스트 폭포속으로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d86e4c220eb701afc32bb3ec80a07e445b0722c208952c44c829233e832e92db\",\n", - "\t\t\"name\": \"[R] 코리아 전주 한옥마을\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"458eb75fb11d035d7e2e06fa76a5dd6bb9e5639a29c3c72b79975c739207a7e7\",\n", - "\t\t\"name\": \"카멜롯 순찰로 역주행\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ab811beafbd17e6ca2c3f9333517b3060a3b6fe54a1a16e77f8eb8a359dac281\",\n", - "\t\t\"name\": \"메이플 헤네시스 오솔길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"6b4df446275a17345901a06f1e89ae7e2269c81b63d548043446c8cfea35312e\",\n", - "\t\t\"name\": \"사막 베거이 시장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e9ecb0a895259e99960224be44e0228032c31e1dd2086ed0ca6bb7cc6687af69\",\n", - "\t\t\"name\": \"포레스트 유격장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c60d8833c3b4a2c6b729746d15fbe00743a7e0ea008cde3a332de6a0b7ed5f9e\",\n", - "\t\t\"name\": \"데스매치 거대한 모래지옥\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4d762656729c3a123d5bd178537ca274f36edf5ccfbd4ab9e3a9afa8bcd7ad68\",\n", - "\t\t\"name\": \"코리아 부산의 밤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2f16e5de412823af0c22c3ecac8661e7fb5040b5e291b1e05ff97c2aef4605a1\",\n", - "\t\t\"name\": \"[reverse] 아이스 투명동굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9ec3105e4802b2b042ae7745d39724d28a06af9b0a58917a3445a94c28589f4a\",\n", - "\t\t\"name\": \"대저택 럭셔리 거대욕조\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e59a01e03f3b8b6cfeed9ab91d5c417d5712f1d3b08fa77bb482515c43fcfa55\",\n", - "\t\t\"name\": \"데스매치 핀저의 습격\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e3d4e8a51519a47ec547c04e7499ab554259cee4760ff0daefbadc0f5bea8746\",\n", - "\t\t\"name\": \"비치 여객선\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"47b79bc1e96c3bbd71713218c4b4ff374c91b922e1c59b2edc14651209ad2929\",\n", - "\t\t\"name\": \"브로디 거대한 에너지 생산기\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ee75496716bd972dab57f4d0587f8912dd0f57d5e66646ce3e45af1bca089cfb\",\n", - "\t\t\"name\": \"[reverse] 노르테유 부스터존 점령작전\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4cdbb5c58c951f3442fe95903edba1a6b4ad8d03a1752baab3fa43a7ca78b8e8\",\n", - "\t\t\"name\": \"카멜롯 외곽 순찰로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"890eb087d959edfabcda878257dda266266a1d5f569973634abe67a762ea1ec1\",\n", - "\t\t\"name\": \"메카닉 반격의 시작\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f33646e9f30c6f7bf26dccd3fa2a5a7e3c5d90c405645142a35523f86290077e\",\n", - "\t\t\"name\": \"WKC 싱가폴 서킷\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"354aa746522dd2aa92b2f61dec2be4bcd215e13a1c522b47ff7ae31164bbfafc\",\n", - "\t\t\"name\": \"빌리지 운명의 다리\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b04674084c57c63a15b87495d48e654fa12a96342dcac1b27f645bb891cdf0c8\",\n", - "\t\t\"name\": \"비치 수상비행장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ee0d47aab27e5c1c6ac3ecce266f5898a7e41c120cd29acf06f83dd2af62c78c\",\n", - "\t\t\"name\": \"해적 짜릿한 고공비행\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4f586022cfd223c04008f4baaf85b9613dd00fb080726e4486eeb3983c3a40e7\",\n", - "\t\t\"name\": \"월드 브라질 스포츠 스타디움\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1fa2522cb0c89f76473c12ebaaa9d0ebe7966697618d41a4e1c1efe9d9318c01\",\n", - "\t\t\"name\": \"동화 카드왕국의 미로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1aac63e559f6f5890c9e90e2f8ffb2691e45aafbc5d148523405be3292b9785c\",\n", - "\t\t\"name\": \"비치 해변 드라이브\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"890fdc656fad127acd0d811d8b58bd3bc9f0ec76b282d665f9476b03bed51840\",\n", - "\t\t\"name\": \"어비스 바다의 인도자\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ce9c3929ba59a8885e09ffeae9c358ab14c373d2244eb20920b4ac6f81f3ed3e\",\n", - "\t\t\"name\": \"[reverse] 동화 목욕탕에 개굴개굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b891b515ffdf97ad4d5b3dfccedcbb37a66726748700ebb6033e0bf8803b4270\",\n", - "\t\t\"name\": \"네모 구구 둥지\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b689ec03def1d91d572b75f607a81c4ec10daa68fc17e2245630545486ed24e9\",\n", - "\t\t\"name\": \"광산 무너지는 금광\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a8d8c2f9db173be8396add9e7d047f96b4d6d4f17be4248ccc0e1dc6e3440bcb\",\n", - "\t\t\"name\": \"황금문명 고디우스의 분노\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"948fbe64f88edab62bee5cb434a4c2176de82dceb4347c6a175700c7942f466e\",\n", - "\t\t\"name\": \"아이스 상어의 무덤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ba92606e7f3a75289caec57614a99fd46d4fb3672106b95ae205b7a7d3387283\",\n", - "\t\t\"name\": \"[R] 마비노기 티르 코네일\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cb2bbcdf18c574196001781d8caabd4241326bdae946379055624efa381772a9\",\n", - "\t\t\"name\": \"데스매치 흔들흔들 용암지대\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f62450db52ad3875acb8eceeba700f861fa3e510e316a07466b97a84737fea2c\",\n", - "\t\t\"name\": \"마비노기 던바튼\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f223e23fe123db7e5b87217127bb4a94516cddde6ec99add00209caf5df91da8\",\n", - "\t\t\"name\": \"[reverse] 포레스트 폭포속으로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c16a7aa92970c8c73cd56fa3dbd6e439c08b3f490b945cc52c6873ffd236066d\",\n", - "\t\t\"name\": \"[reverse] 사막 버려진 오아시스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b7cb8cf6cfe163b27b7cde2a66de24394bb51afc5102d0c04dbd39eab9bba05b\",\n", - "\t\t\"name\": \"메이플 리스항구 선착장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a2e0bb3c8c15d2ba26dff31c805d5ad487d14e0fbdbbd64ec5922adce468ab6e\",\n", - "\t\t\"name\": \"[reverse] 아이스 신나는 하프파이프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c33d9275d5cccef1665e951ca3a38ab28d525099d1107d38669900940c4c2b6b\",\n", - "\t\t\"name\": \"[reverse] 팩토리 우당탕 대소동\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"50fcdefd4c4bd9c6af14151be6c227ab661255e920a043ce2bf2bc03426480f4\",\n", - "\t\t\"name\": \"놀이동산 스릴만점 레일특급\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"02cbc0e83890810b3a163465021b4bd06e3deb39cc6d58be55e978f498e889d5\",\n", - "\t\t\"name\": \"해적 폭풍 속의 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5873d5fe128549b597e984c87881e7d0ab632e381073164fe513e902f48a3ccd\",\n", - "\t\t\"name\": \"쥐라기 공룡 결투장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c81f0b80597f0d4681dd925c08f9250512a7dd8dd9257244049bb879f9f767a5\",\n", - "\t\t\"name\": \"메이플 레헬른 악몽의 시계탑\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"df68db9c0e005aa9d17ce9363f7829c27c926638ce141797950a97e1e30844e8\",\n", - "\t\t\"name\": \"올림포스 하늘의 신전\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d192631c097fabd265a7fbe5f11925e4d0f631aec460903e8e43167249864aa2\",\n", - "\t\t\"name\": \"더 월드\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"462caf0d5b6f0894099c6c54d1f58a843a2df564d9c1961394df4208b6f0baa9\",\n", - "\t\t\"name\": \"[reverse] 동화 프레티온 목마\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0e324e952312814d287d63fa6f6bdee65fca748fbae2acdfad95e6f4dbded102\",\n", - "\t\t\"name\": \"메이플 헤네시스 공원\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bc4cc07b793a1734626a114d9e9527255d2a0dc56cfe0f00778af6b2481b5214\",\n", - "\t\t\"name\": \"사막 버려진 오아시스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1cd25debe555b7c8cc2a3214de8079e1efbcf1c5480040229d891b1781483ce5\",\n", - "\t\t\"name\": \"[reverse] 광산 보석채굴장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"929803c3549892072d76bea9fbe5811424146ac8a5ba3ffd91741c50ff06a9a8\",\n", - "\t\t\"name\": \"월드 뉴욕 대질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7dd5255d3156127de409d8f3052b363505e92fdd40e48d2b9394ab51c431aba8\",\n", - "\t\t\"name\": \"대저택 루이의 숨겨진 비밀 방\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f3bfb9a442c5f7c5186434623b62cf5f9817477bcfa752fa62afa063e137aa51\",\n", - "\t\t\"name\": \"네모 강철바위 용광로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"577a231fed4029f30269a0bbb648f0bff8abfe94e88258db8ce33ad4ad8504fe\",\n", - "\t\t\"name\": \"쥐라기 공룡 무덤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0d16ec038b9a8f6cc691b2dbc75ea13cb92e1e3dd6562a1765398929d8f8d059\",\n", - "\t\t\"name\": \"노르테유 행성 저 멀리\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9c755c11ae2f2d96dc6ed0a3f8099e9e1fc0f7df85a6d280270dfc4fa97b4ad9\",\n", - "\t\t\"name\": \"비치 해변 기차\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"69823fd6dca63aa52224f9cacd2b8f4d4f09e571a2c9fde955207fa9303cc39c\",\n", - "\t\t\"name\": \"놀이동산 360 타워\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"24451948faaa7971d1dea2415297cc6ddb8e301dac4893d6a6610b6cb1c0644a\",\n", - "\t\t\"name\": \"천하무림 비무장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"88a9beef1044ebe0987d8e3df4cce564df126710bf92099784a4f037932901dd\",\n", - "\t\t\"name\": \"아이스 짜릿한 동계 훈련장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"93b360efc0038e55a6487d4ea45f0a166a788eac8cc11fc7c9bb5c1a2854523d\",\n", - "\t\t\"name\": \"쥐라기 디노 마을의 초대\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"671040f92534670fbf0cb2f6b739c0c22af66b8255f1a3b7f5003ccac9a3d467\",\n", - "\t\t\"name\": \"아이스 갈라진 빙산\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4a62fc54c04d5a897107f741d71792d14ba8968ed49951c1390a4f8486ac92d4\",\n", - "\t\t\"name\": \"코리아 인천 센트럴파크\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"596b76ae8f3935e1f6d16456135919f436a82846fb169ea3ab21933c3f72d7b3\",\n", - "\t\t\"name\": \"포레스트 크레이지 골짜기\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"330e5f10ebfa3a7a4d653a90e51664959fed1490c606af148962a898a316c46f\",\n", - "\t\t\"name\": \"차이나 크레이지 동방명주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c7b28e6fd036b7402a783cfe17ded73c190cbe76deefcf12cacbcf4b4ac62bc2\",\n", - "\t\t\"name\": \"도검 월하문\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8636765b6c151cc264643338e533587ca763f74879334a1ea38c15202d7923e9\",\n", - "\t\t\"name\": \"동화 이상한 나라의 문\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"751e252308abbced14f6a5efcfb555c28776e6009ca3c622eba35788e70a3bab\",\n", - "\t\t\"name\": \"빌리지 고가의 질주 2\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"6c9a71c4d3f843af9bf3f129cf9f4a213cd79f73db8f016ae7a005703c0cec0e\",\n", - "\t\t\"name\": \"대해적 로두마니\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"73f63bf9df6bc787e5673dfd57b08a70823d7ec85419edec005e6c9767c11d7c\",\n", - "\t\t\"name\": \"공동묘지 해골성 대탐험\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"00ee846f64773280ccaa7a608e10451eff13d66db07bb2b3ff0862d5e5e9ef5f\",\n", - "\t\t\"name\": \"님프 달의 정원\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"200cdd72f4401f11540100b0aaad58ed389120f86b86d07b848afc5ee7d6ab81\",\n", - "\t\t\"name\": \"도검 야외 수련관\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"799dd082c3022634391f8775089c0a25fc4df61e539772958b8a8416e0d77e6a\",\n", - "\t\t\"name\": \"팩토리 미완성 5구역\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"74d96a94dbd753c9526d897d517d1d5b1daaf35a329248388039a594d7068721\",\n", - "\t\t\"name\": \"비치 크레이지 여객선\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"084263a4f0744ea6b36368b8bc6c567a7e22f44baf0bf93301cade7158652f91\",\n", - "\t\t\"name\": \"[reverse] 문힐시티 지피의 미완성 빌딩\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9543832bdcc21248c9ebcd1790867a0c268ee39574dddab2a4411dc40dca7065\",\n", - "\t\t\"name\": \"[reverse] 해적 로비 절벽의 전투\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"aa6f38a4fc8d720ab36755380101f8745711cc9b3c6d995a5719e64bf21b3056\",\n", - "\t\t\"name\": \"악마성 해골 대난투\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ce4a7c488607311283b4e3948d18c45140e6be9575b27a204f5bf32662b18c91\",\n", - "\t\t\"name\": \"[reverse] 빌리지 운하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b7ab41c77d9b0d7640b34ff2cf1c34becadf0f6908e1dd5781b883d83aab08b5\",\n", - "\t\t\"name\": \"[reverse] 팩토리 모험의 시작\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5060183c5b7865b3c023ef9196fca16b1e75e574b417d61b7badd9c0e837a2e4\",\n", - "\t\t\"name\": \"빌리지 돌아올 수 없는 지름길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7a5781f2eea5d8450bd2b8b29b654e1e4c472da7d1cd10e7d5cb83e16b115680\",\n", - "\t\t\"name\": \"아이스 펭귄전사 눈덩이 공격\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"dc80a4c9f653174e14012be6ae531f795356bddaa689121c315c5b640f1f1ef4\",\n", - "\t\t\"name\": \"사막 피라미드 탐험\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5b6c40e7cfb59dbf50476b17f26de58a18a4be58f7b07ba4b353eb7b6c0fdc2e\",\n", - "\t\t\"name\": \"포레스트 통나무\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"da7042f11ec4e16b461c5b357efc7801ee6d0babbd588a18ea08d8bdf7ebb57c\",\n", - "\t\t\"name\": \"[reverse] 포레스트 골짜기\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a7fff0c4d7687a07fe58ad86ca4fa89eb710db8d16497fe8a04d4d52c8a980c3\",\n", - "\t\t\"name\": \"신화 도전의 전당\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bf1cdffffc05e9af397c567d313d2d10c8e45aefe564f48b06245aae0256e35b\",\n", - "\t\t\"name\": \"[reverse] 노르테유 코스모웨이\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ac81decc7a05c7a3d2c54f40ddb7d334819d96d9969a24a086cc9002ceb34af9\",\n", - "\t\t\"name\": \"신화 꺼지지 않는 불꽃\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0f19e10245930b0a3a07da92eb975e0525f975f40e357d8236d9cfcd056991b1\",\n", - "\t\t\"name\": \"해적 숨겨진 보물\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c4e27178b922fcfcf8a20f71c1978b43ce087fe093e0336e5624cdc8f1aec257\",\n", - "\t\t\"name\": \"[reverse] 팩토리 거대톱니의 위협\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9a7c87e81373ef60c8650a3442f381af34cbb7abebef00f1401b08f67c66f57d\",\n", - "\t\t\"name\": \"어비스 바다 소용돌이\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2296462107190735f1faa0fe9e016b3433022a1b18a95df7c4be25bbfd3fb1e5\",\n", - "\t\t\"name\": \"팩토리 부비트랩 공장 탐험\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0277723f47a20a3089c02beed0c6c41b0e904bc17766efbba565b8c64e608179\",\n", - "\t\t\"name\": \"네모 장난감 선물공장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3ffb7af82410f58508c6464f59540fefbd67b81299fb8ee67c4bd2ca1ae91a36\",\n", - "\t\t\"name\": \"빌리지 댐 위의 대결\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"312525ff7273befba2df23ea3ff2936fbba4ab4ae081ead545ceeef3f6d1631f\",\n", - "\t\t\"name\": \"네모 메디아 은신처\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d6dba79d27e739554fb7c948b99868a381599344fb512de17e9392dc8ac405ed\",\n", - "\t\t\"name\": \"도검 두 마리의 용\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ca741a6e4dc43002c62a4a2664f4198fcba77cceb5317c72c4c3868f0aa99cf2\",\n", - "\t\t\"name\": \"네모 장난감 선물공장(아이템)\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d167c7195cee3b4e65cf30f507affb0a85d00a5babfc6a1aab482b137698e384\",\n", - "\t\t\"name\": \"황금문명 오르에트 황금 좌표\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c6f041085945e13c1d629217bd5949bd05a29c34a16eb0b304d48e9f91b09b13\",\n", - "\t\t\"name\": \"메카닉 숨겨진 탈출로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0904b83a74166546ad4e201110d93e7bd60ef227919e9e1378c42e8045175625\",\n", - "\t\t\"name\": \"메카닉 적의 포화속으로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3b8caa294c8d5bf3e7bf7fd83c2cea1572b2513621609e5371cfeb8680b9076e\",\n", - "\t\t\"name\": \"어비스 바다 속으로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"fea3bf75fc14c46af602eb5ea34a3db4828f79f26e8317f545ca53bc7be488f7\",\n", - "\t\t\"name\": \"사막 파라오의 안식처\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2534a9e0a5d477de6097d635513b1bc16afb9d7ef151162035dc93cd421cc67d\",\n", - "\t\t\"name\": \"광산 떨어지는 폭포수\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3a801d3a1be83ef6c290f942e9a9c90b8a5ebc8d978eaaa5e908950f2903e8cf\",\n", - "\t\t\"name\": \"빌리지 운하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8cf247d5f9f9b5b5754e71b0e0a6dbd7d8530b3a10d2c2852584d551f2ef8510\",\n", - "\t\t\"name\": \"사막 더스트2\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ded1999af976c902867eeb1de59a1d0aceed86795bbe7cb6e5d996ec8d1f98d6\",\n", - "\t\t\"name\": \"마비노기 이멘 마하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f2dd74ed29429ee29c1c9779648d2554315883730ef1e0d6851ea0e10df4cc21\",\n", - "\t\t\"name\": \"팩토리 크레이지 모험\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e1f3044109009a3761fe00da70674d83f0f49f1371a1b1aaf641f41153ceb504\",\n", - "\t\t\"name\": \"포레스트 버섯동굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ec21e73ee437dcba5b4474bc001b93c1bd66bc2dadb2f754922b2e2bd289419b\",\n", - "\t\t\"name\": \"빌리지 익스트림 경기장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"26bff08a7e04c167d9bbaa083008135c9e6c49867b802fd9e06b0cef5148ccb5\",\n", - "\t\t\"name\": \"[reverse] 팩토리 브로디의 심술\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2130869de49fca50ee7e7aa877ef9e2e815bd9e071dca0d63afaa5c2c2493082\",\n", - "\t\t\"name\": \"노르테유 전투비행장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9010c6458f7ef173fad3206019b8d2ebedfcabe566854e3dcc8304ef914ee642\",\n", - "\t\t\"name\": \"[reverse] 아이스 펭귄타운\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ff6e6029669a69a0a8303ad7e07c353fc2b87fdba45ac4ee1af6461b310698e7\",\n", - "\t\t\"name\": \"[reverse] 빌리지 시계탑\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"03f7cfe4dc950329d0fd519fe1c5755b54582b30ebed338fa605b4ddd04c0315\",\n", - "\t\t\"name\": \"광산의 지배자\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"37bd0201fe0a4e42a9d81aefd822293212b949d98a3e5b72089473b47310cf55\",\n", - "\t\t\"name\": \"월드 두바이 다운타운\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"061107e201d7f70cc265136cc1e6f7215f787185e53f0fae4e5481b6e9040349\",\n", - "\t\t\"name\": \"공동묘지 유령습격\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"39d77c4ff76d5a4138889076c6fdb2a923662fd99a3130467afb5e2f55126acf\",\n", - "\t\t\"name\": \"[reverse] 포레스트 기암괴석\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"42b6465646aeda1b986109bc846cc1573deb50b2d32c03ec552de7f91cb3ecb6\",\n", - "\t\t\"name\": \"메카닉 잊혀진 도시의 중심부\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"eba0da905cdfc0070e86b5150336c4c0590cd59056c3d44a6d287636ec1da611\",\n", - "\t\t\"name\": \"[R] 어비스 숨겨진 바닷길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f5d05f8cdd97615df080dc7e90ae00cd8fcb7eb2b0f711b9b250560a386a713a\",\n", - "\t\t\"name\": \"차이나 빙등축제\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"527872c275545791cae6465675f37633e725ef2cac58e5722dd5a7eca80be4de\",\n", - "\t\t\"name\": \"월드 런던 나이트\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1c5787c05fa0a0e04f2aff585f471681dfa0f35c9fd404d97ae6f87f6a4831d6\",\n", - "\t\t\"name\": \"포레스트 골짜기\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5cd3ce58b251e4d4c8e5b678c75e077420eedd3eb00935460ba19d1941976bf3\",\n", - "\t\t\"name\": \"팩토리 부스터 제작의 비밀\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3e9bb2755733fbae2a16dd5ba036b3712ee6a64b03398063cdba870a5a29c045\",\n", - "\t\t\"name\": \"황금문명 크레이지 고디우스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7c0426cf5c9c5d8d2858def185bf3b6c199404924cc02a35558daad97a6357a1\",\n", - "\t\t\"name\": \"포레스트 바람의 봉래산\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e60a23798eb0f55e5867398340696299e9a40dd87ec6e9aac92c48e99eb1405f\",\n", - "\t\t\"name\": \"대저택 루이의 장난감 천국\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c8195d7642526dcb143d9c0ea0dd5f64af092b87f086a73c658a9c715f465be4\",\n", - "\t\t\"name\": \"[reverse] 공동묘지 유령의 계곡\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4c27123c74544b9ec5503f8ff37a0aed4b6257ad900abf2fcb5e6c029b78c55a\",\n", - "\t\t\"name\": \"포레스트 통곡의 절벽\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0c18b2adc1fca7a4b6919dbd813fa8584c7e6d51de92712fdf454a3e3626fcd5\",\n", - "\t\t\"name\": \"쥐라기 아슬아슬 화산 점프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"273fed281edcd5e0bf8ae1cba6718b9712ee70ce5ed47ce2c1a6c757d3c04f5a\",\n", - "\t\t\"name\": \"공동묘지 유령의 계곡\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"dcd0ec84cf5920e12ad5bc13461ba3deaab0bad143f28606b1db34426ed263a2\",\n", - "\t\t\"name\": \"WKC 브라질 서킷\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"80c7fb62657357f78a4ce86e68b3b4a6cf9e690dfe4556e607de26ac9db98a02\",\n", - "\t\t\"name\": \"월드 크레이지 그리스\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"de73c7ecfa5cb12a09bd1715f55f7984274d373d690570e494fde5ff0cd3f559\",\n", - "\t\t\"name\": \"메카닉 두 개의 재앙\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4ac2a1e802e3c2f6370f55b8629879a84389e5fa511547f0f88d928a5583d7db\",\n", - "\t\t\"name\": \"놀이동산 워터 슬라이드\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1b2d160447b4d5aea78497e89d67418d5001fb00a67dee5131e5d33847012953\",\n", - "\t\t\"name\": \"문힐시티 덜컹덜컹 지하철 탈출\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"81adceb8c0a07688ef8e689b8c94ad7d9c6181ff4bcd951d710d60543c025a2d\",\n", - "\t\t\"name\": \"황금문명 비밀장치의 위협\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"aa3e9464fb5ec94b5daee8b6848c18d3ae9f441422f99f738fb0271c8a835bf6\",\n", - "\t\t\"name\": \"WKC 크레이지 10\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ca43f46db381ef1ba5df75de71f370399f8110ba946281f6d4f654590b2a36e0\",\n", - "\t\t\"name\": \"[R] 코리아 제주 해오름 다운힐\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2cfb3901726c6ff7995ab6827ff476bb90c37061f17e52b51956987788233982\",\n", - "\t\t\"name\": \"도검 구름의 협곡\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f4d1552bfea034d5eed948e632b6d2e1a210983ce485b0699ece061841893013\",\n", - "\t\t\"name\": \"광산 아슬아슬 궤도 전차\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a9b35f6d3b3e773d5f5850c715bf7e92767cbe06c57ecdf5f5acdda9c3856cc9\",\n", - "\t\t\"name\": \"동화 다오와 콩나무\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"82c9ccfa860af069fef0a9daf7f3a0668dc2aab07aabe52175d88fe43802c6d8\",\n", - "\t\t\"name\": \"지피 스타디움\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"973116ef458e79c7a89e3c4a052472e47e06d65fc84d9ca9881a08ef36b529fc\",\n", - "\t\t\"name\": \"트랙 9\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0f05f98d93db64bfc4d71e3f2844de75ac75515d58813b1fb0ffa22c0bf09a76\",\n", - "\t\t\"name\": \"문힐시티 도시의 두 얼굴\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"08e1cd280d3310cd93ca2e1ad60dbdd8fbca6c37e1c26d4bd9eb08c9592a37a8\",\n", - "\t\t\"name\": \"님프 통나무 아슬아슬 점프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"140b554399a7fd162fbb6431604a5896eb0dc29515998dd5f7562042c87c29fc\",\n", - "\t\t\"name\": \"아이스 신나는 하프파이프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cb98c3b50010f38c9919405374be6f20780b2165d36ee4cdadfd9d5446372790\",\n", - "\t\t\"name\": \"[reverse] 노르테유 위험한 지름길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"936626b1d09165291db82c65c8533f6a023e1f72669741706b70835bcffb699e\",\n", - "\t\t\"name\": \"WKC 코리아 서킷\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4d3451d865062e6144809665f15229d18697bb3a8ba9f1fcf23cfb5692ea57aa\",\n", - "\t\t\"name\": \"빌리지 크레이지 운하\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"af2c1e78a4922e6e83f09ff1b3e9cf78e9da87d5b3b7dec1c1324959a782d278\",\n", - "\t\t\"name\": \"광산 위험한 제련소\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"a1afcfd265c44554a07cb568760c0f8b8b5bacce0f3d36e438f49f86180a42ef\",\n", - "\t\t\"name\": \"아이스 부서진 빙산\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"81f8d8e53e86cc06c0bdb3e5c1f4ef7aa31650c3a9a011631471edc377254fd7\",\n", - "\t\t\"name\": \"빌리지 남산\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f22f8ac7e58af894e47c2bef43860e41662216dfe8e9dcb2ffbb8263364eacc6\",\n", - "\t\t\"name\": \"카멜롯 펜드래건 캐슬\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"17363de6ddc6616f0131c8c9a8448f1a2f546f94f1bee8792025f4298b409836\",\n", - "\t\t\"name\": \"[R] 코리아 인천 센트럴파크\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8a222f3c0b4d6ca2185a353dd55048139ec934611528e844869d65c9989f845d\",\n", - "\t\t\"name\": \"차이나 북경 경기장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"161afd6993bff96474a478f00051a6a5501f8a900a95245dc88828064c7d4e70\",\n", - "\t\t\"name\": \"대저택 루이의 정원\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"bf8f248fc2dc2a5a2e2c2475d6cdb1d2487a82f7a2cd5c370d6509916da8fa47\",\n", - "\t\t\"name\": \"코리아 부산 밤바다 역주행\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"572784edcb6823a7334b87a1508a53beb79a0e45577f7ff04a1227cb3248f6cc\",\n", - "\t\t\"name\": \"대저택 버블버블 키친\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"483be3f4aff78fd050d162dcced7687b5a50c3d46ec21d9ae475e48d8d4eb95d\",\n", - "\t\t\"name\": \"[reverse] 사막 지옥의 모래구덩이\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"063bb12532648af822545b74a44ae0b2149561f9d2aa0110e0fd518b551d1f7a\",\n", - "\t\t\"name\": \"포레스트 행복한 팬더 마을\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1f061c1658adae6d0080787254e6ef1925f1d9e8b24641fb5445ab0810021cbc\",\n", - "\t\t\"name\": \"해적 해적선 보물탈취\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b204d4ae87bf67a5d81f501b7637ed4386e1ed726a2312dcd2072f4173493bbf\",\n", - "\t\t\"name\": \"팩토리 거대톱니의 위협\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f4398ccd501f265c45f2f6e823c0e9873323a4a1bb0ffcaf2f1c3e57158a1d0c\",\n", - "\t\t\"name\": \"[reverse] 해적 위기일발 대탈출\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"af3dbd3c7844f01cb430e3ccf32b53b1cb313f544e45aa19e9f791f3ba0c875b\",\n", - "\t\t\"name\": \"[reverse] 해적 짜릿한 고공비행\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b6dfb0c7b88999adec4f84319331caea10034ee2f99d7d6dcdb9dabb5be8a2dc\",\n", - "\t\t\"name\": \"[reverse] 노르테유 우주 정거장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"595e1c7551d7047a005dc946334dbf7ae8a32950ea45d5e161e56f99e8fcaf20\",\n", - "\t\t\"name\": \"노르테유 우주 정거장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"62ab050620ae59b6cce67a2dc244ef96ddabf46609c62fd6b86c1c64228b90ab\",\n", - "\t\t\"name\": \"[reverse] 사막 울렁울렁\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"46a9e718511d860429d6d9d984ebc0c93458c3571e7bef0621a5521d2e055c77\",\n", - "\t\t\"name\": \"카멜롯 바다 하역장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3e96020f88b0d459592e4660f01f544a89d65431cee7f28f795d51acdee3752b\",\n", - "\t\t\"name\": \"빌리지 손가락(아이템)\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"b1e4a2f89e2045e6e14f70c12c4213be60346a986ae390d2accfc375485cbd4d\",\n", - "\t\t\"name\": \"월드 리오 다운힐(아이템)\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"c9d352942e136a8fc1e56d0772f00e29149252aebc222ed77ad5feea2bacf6c3\",\n", - "\t\t\"name\": \"문힐시티 터널 속 무법자\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1453aa9e2308993cb82d223d1b3d6a57e9fc6d3bda86dd67a15f90783bda95c3\",\n", - "\t\t\"name\": \"프로즌 브레이크\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"fdbe9025514e73fe3e4f991d804ede46d2deacfcf8aef2d055a12dd63d225d0d\",\n", - "\t\t\"name\": \"차이나 동방명주의 밤\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f305dba02fd8c89ceac74a2cf0e09ad55f49bfba7cd242cd751b791ebdb6a578\",\n", - "\t\t\"name\": \"월드 리오 다운힐\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"7a29885c2aeb4ef864740642608b70709e26ac835f318f082a5046028db838a2\",\n", - "\t\t\"name\": \"데스매치 눈덩이 볼링\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8743b768665dad4d1eac04ea58b8fba4fbb5762cb74c5ec513c0a0cac231cc41\",\n", - "\t\t\"name\": \"[reverse] 문힐시티 폭우속의 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e3c3e923733336482a975273d2c511e2d669280e25a6ccb7f240e5efc8d39162\",\n", - "\t\t\"name\": \"[reverse] 빌리지 고가의 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"64545a5d692993825d08d5e8371fa648b94b58e2a27492975eadef25a0a4119c\",\n", - "\t\t\"name\": \"빌리지 파괴된 손가락\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"8ab1ce8795b6dc84ecbc5ec0e74374da70fdf96f015a5875dc55f99c81e5467d\",\n", - "\t\t\"name\": \"노르테유 우주선 침투\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"9890e87e111a0f541605c38c96e06597baba843c1f71cfba5780ace4aeb046fb\",\n", - "\t\t\"name\": \"월드 파리 에펠탑 다이브\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e1e3640ca3b9e3ddf4d4dcd5106e149b39d89233b95ef3e3d302dc1b0dcde938\",\n", - "\t\t\"name\": \"베거이 사막의 결투\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"4211bdfc90ebaf0bca5f217435a71a11c89d4501878182e75c7e7db205a6053f\",\n", - "\t\t\"name\": \"노르테유 코스모웨이\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ef680fe215b564c5a1a78877dc76afc367d3d795290da240644900eba24c6fb9\",\n", - "\t\t\"name\": \"1920 기차역 질주\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1bc4cb7c6999b3f6fc577f558af85a1fc07069acc9deb8f176a851b18efd9dcf\",\n", - "\t\t\"name\": \"해적 가파른 감시탑\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"95fbb45f299b72e7e5d1f013e56d528dd5b67fae6a57a1b8ca3b2eec7ba84bfc\",\n", - "\t\t\"name\": \"차이나 서안 병마용\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"1372d79bdeb7f042bf0c18c7d14c4bd46c2a3836e708ab5e03785d092edf1d66\",\n", - "\t\t\"name\": \"공동묘지 마왕의 초대\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"6cc07bd9cfa9699531cf954f8fd817d5a74d889d4a996ae18d6809c501a50e18\",\n", - "\t\t\"name\": \"[reverse] 노르테유 붕붕 점프\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5f81a79868eeaaf98cdd18b73608f133796daa093a4e6b9ffd212e17d571c911\",\n", - "\t\t\"name\": \"네모 네모난 마을\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d30e6af971d2ae1a27927e404b7366363081c27d749180b2fb1fe0a69526e6fb\",\n", - "\t\t\"name\": \"대저택 루이의 서재\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"5e64c70625bf342c2e0d7c43f8c63de90c2b50a26ea900d370b530b6e9e38b5a\",\n", - "\t\t\"name\": \"팩토리 우당탕 대소동\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"cae537e121a653ee0a5153be514985339e74ba24139b5eb5a5249051b1538536\",\n", - "\t\t\"name\": \"해적 로비 절벽의 전투\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"f7acd79038f96a6dc0d04add6ac069b44d8380953c1e47b54197969cc1c04798\",\n", - "\t\t\"name\": \"팩토리 수상한 증기 장치\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"e60f7964b0abe70c8d245326452808e38bf4da4cf30b2f8ef52a0f839d893302\",\n", - "\t\t\"name\": \"[reverse] 빌리지 수로\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"d0ca9c522ce995e6bde46cd83b45ae5bd19b79f9456bca5c48846956cb152b79\",\n", - "\t\t\"name\": \"황금문명 신비의 황금 콘도르\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2fd45f66e1c8df78c260aeffab51e3d9ba41bbd4a3952a37ccf3c0208ecaedb8\",\n", - "\t\t\"name\": \"신화 차원의 관문\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"37af020d27f898e4fa9db2c96ff97fefff8491f49b08bdc68e71c35e43d53b7b\",\n", - "\t\t\"name\": \"월드 이탈리아 피사의 사탑\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"0ed6ab76c8fa6b07a3f56f3a4cbb85eb57565b7af42bfd472cfb5b809f52e694\",\n", - "\t\t\"name\": \"[reverse] 포레스트 행복한 팬더 마을\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"381322773234251df86c96e4745cb63a77fb2c43633b7a1cc032ae7677c5a0c7\",\n", - "\t\t\"name\": \"문힐시티 지피의 시청광장\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"2f184ce623a385b96bb394fa27c47af5eac270779e8135bd57678897888419af\",\n", - "\t\t\"name\": \"도검 용의 길\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"28bc49ae36eecd5016c5340b31d24cf981567b5ceed2b642798256007fde9497\",\n", - "\t\t\"name\": \"노르테유 부스터존 점령작전\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"ee9f7fc6ac66066247bc8de759996057ae42a2a5d2283f066901a8ab775d6063\",\n", - "\t\t\"name\": \"팩토리 브로디의 심술\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"6f39b6766c8a93b662250c86c038154139b42448d12f0cea3adbfc45d16f4788\",\n", - "\t\t\"name\": \"문힐시티 지피의 미완성 빌딩\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"783f08e9fdaa169ec3138eecf72451e9439211d414e200e65462bd318fbef9c5\",\n", - "\t\t\"name\": \"월드 그리스의 휴일\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"3b3d58a41efb9b00da3e88874a90b2e97ce0bc43381e7adf73e0358c83b2e1dd\",\n", - "\t\t\"name\": \"비치 신나는 여름 휴가\"\n", - "\t},\n", - "\t{\n", - "\t\t\"id\": \"519461f08096c7cc64734db42d0c5a7f60e9bd49ac204054ae88cd100426fc7a\",\n", - "\t\t\"name\": \"어비스 배틀 콜로세움\"\n", - "\t}\n", - "]\n" - ] - } - ], + "outputs": [], "source": [ "# https://datamod.tistory.com/104\n", "\n", @@ -2104,9 +723,9 @@ "metadata": {}, "outputs": [], "source": [ - "# 데이터 프레임저장\n", + "# # 데이터 프레임저장\n", "\n", - "map_name_df.to_csv('D:\\\\바탕 화면\\\\카트라이더\\\\trackId_with_map_name_df.csv', index=False, encoding = 'cp949')" + "# map_name_df.to_csv('D:\\\\바탕 화면\\\\카트라이더\\\\trackId_with_map_name_df.csv', index=False, encoding = 'cp949')" ] }, { @@ -2177,7 +796,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 10, "id": "24b7faaa", "metadata": { "scrolled": true @@ -2187,17 +806,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "소요시간 : 250.35719 sec\n" + "소요시간 : 6.91156 sec\n" ] } ], "source": [ - "TEST_first_df_match = get_matchdata('2022-10-03 00:00:00', '2022-10-04 00:00:00')" + "TEST_first_df_match = get_matchdata('2022-10-04 00:00:00', '2022-10-05 00:00:00')" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 11, "id": "8930bb23", "metadata": {}, "outputs": [ @@ -2231,38 +850,38 @@ " \n", " \n", " 0\n", - " 01a1000d7d79f580\n", + " 028c000882d573fa\n", " 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5...\n", - " 2022-10-03 00:00:00\n", - " 2022-10-03 00:02:00\n", + " 2022-10-04 00:00:00\n", + " 2022-10-04 01:00:00\n", " \n", " \n", " 1\n", - " 00eb000d7d79ef75\n", + " 0186000d82d5594e\n", " 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5...\n", - " 2022-10-03 00:00:00\n", - " 2022-10-03 00:02:00\n", + " 2022-10-04 00:00:00\n", + " 2022-10-04 01:00:00\n", " \n", " \n", " 2\n", - " 027f000d7d79e8be\n", + " 00da000d82d54b25\n", " 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5...\n", - " 2022-10-03 00:00:00\n", - " 2022-10-03 00:02:00\n", + " 2022-10-04 00:00:00\n", + " 2022-10-04 01:00:00\n", " \n", " \n", " 3\n", - " 0157000d7d79d99b\n", + " 0133000d82d53c60\n", " 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5...\n", - " 2022-10-03 00:00:00\n", - " 2022-10-03 00:02:00\n", + " 2022-10-04 00:00:00\n", + " 2022-10-04 01:00:00\n", " \n", " \n", " 4\n", - " 03c5000d7d79d47a\n", + " 00cd000d82d5372f\n", " 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5...\n", - " 2022-10-03 00:00:00\n", - " 2022-10-03 00:02:00\n", + " 2022-10-04 00:00:00\n", + " 2022-10-04 01:00:00\n", " \n", " \n", " ...\n", @@ -2272,76 +891,76 @@ " ...\n", " \n", " \n", - " 175887\n", - " 00310011829dfcf1\n", + " 9595\n", + " 0028001387ba8d9e\n", " effd66758144a29868663aa50e85d3d95c5bc0147d7fdb...\n", - " 2022-10-03 23:58:00\n", - " 2022-10-04 00:00:00\n", + " 2022-10-04 23:00:00\n", + " 2022-10-05 00:00:00\n", " \n", " \n", - " 175888\n", - " 000d0013829cf833\n", - " effd66758144a29868663aa50e85d3d95c5bc0147d7fdb...\n", - " 2022-10-03 23:58:00\n", - " 2022-10-04 00:00:00\n", + " 9596\n", + " 0361000187be5ee9\n", + " ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4...\n", + " 2022-10-04 23:00:00\n", + " 2022-10-05 00:00:00\n", " \n", " \n", - " 175889\n", - " 00930013829cc8b7\n", - " effd66758144a29868663aa50e85d3d95c5bc0147d7fdb...\n", - " 2022-10-03 23:58:00\n", - " 2022-10-04 00:00:00\n", + " 9597\n", + " 005e000187be101d\n", + " ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4...\n", + " 2022-10-04 23:00:00\n", + " 2022-10-05 00:00:00\n", " \n", " \n", - " 175890\n", - " 00ee0013829c96aa\n", - " effd66758144a29868663aa50e85d3d95c5bc0147d7fdb...\n", - " 2022-10-03 23:58:00\n", - " 2022-10-04 00:00:00\n", + " 9598\n", + " 0361000187bbdca3\n", + " ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4...\n", + " 2022-10-04 23:00:00\n", + " 2022-10-05 00:00:00\n", " \n", " \n", - " 175891\n", - " 03b80001829d711c\n", + " 9599\n", + " 005e000187bb12cc\n", " ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4...\n", - " 2022-10-03 23:58:00\n", - " 2022-10-04 00:00:00\n", + " 2022-10-04 23:00:00\n", + " 2022-10-05 00:00:00\n", " \n", " \n", "\n", - "

175892 rows × 4 columns

\n", + "

9600 rows × 4 columns

\n", "" ], "text/plain": [ - " matchId matchtype \\\n", - "0 01a1000d7d79f580 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", - "1 00eb000d7d79ef75 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", - "2 027f000d7d79e8be 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", - "3 0157000d7d79d99b 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", - "4 03c5000d7d79d47a 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", - "... ... ... \n", - "175887 00310011829dfcf1 effd66758144a29868663aa50e85d3d95c5bc0147d7fdb... \n", - "175888 000d0013829cf833 effd66758144a29868663aa50e85d3d95c5bc0147d7fdb... \n", - "175889 00930013829cc8b7 effd66758144a29868663aa50e85d3d95c5bc0147d7fdb... \n", - "175890 00ee0013829c96aa effd66758144a29868663aa50e85d3d95c5bc0147d7fdb... \n", - "175891 03b80001829d711c ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4... \n", + " matchId matchtype \\\n", + "0 028c000882d573fa 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", + "1 0186000d82d5594e 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", + "2 00da000d82d54b25 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", + "3 0133000d82d53c60 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", + "4 00cd000d82d5372f 7b9f0fd5377c38514dbb78ebe63ac6c3b81009d5a31dd5... \n", + "... ... ... \n", + "9595 0028001387ba8d9e effd66758144a29868663aa50e85d3d95c5bc0147d7fdb... \n", + "9596 0361000187be5ee9 ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4... \n", + "9597 005e000187be101d ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4... \n", + "9598 0361000187bbdca3 ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4... \n", + "9599 005e000187bb12cc ee2426e23fa56f7a695084e1fc07fe6bb03a0b3b0c71c4... \n", "\n", - " start end \n", - "0 2022-10-03 00:00:00 2022-10-03 00:02:00 \n", - "1 2022-10-03 00:00:00 2022-10-03 00:02:00 \n", - "2 2022-10-03 00:00:00 2022-10-03 00:02:00 \n", - "3 2022-10-03 00:00:00 2022-10-03 00:02:00 \n", - "4 2022-10-03 00:00:00 2022-10-03 00:02:00 \n", - "... ... ... \n", - "175887 2022-10-03 23:58:00 2022-10-04 00:00:00 \n", - "175888 2022-10-03 23:58:00 2022-10-04 00:00:00 \n", - "175889 2022-10-03 23:58:00 2022-10-04 00:00:00 \n", - "175890 2022-10-03 23:58:00 2022-10-04 00:00:00 \n", - "175891 2022-10-03 23:58:00 2022-10-04 00:00:00 \n", + " start end \n", + "0 2022-10-04 00:00:00 2022-10-04 01:00:00 \n", + "1 2022-10-04 00:00:00 2022-10-04 01:00:00 \n", + "2 2022-10-04 00:00:00 2022-10-04 01:00:00 \n", + "3 2022-10-04 00:00:00 2022-10-04 01:00:00 \n", + "4 2022-10-04 00:00:00 2022-10-04 01:00:00 \n", + "... ... ... \n", + "9595 2022-10-04 23:00:00 2022-10-05 00:00:00 \n", + "9596 2022-10-04 23:00:00 2022-10-05 00:00:00 \n", + "9597 2022-10-04 23:00:00 2022-10-05 00:00:00 \n", + "9598 2022-10-04 23:00:00 2022-10-05 00:00:00 \n", + "9599 2022-10-04 23:00:00 2022-10-05 00:00:00 \n", "\n", - "[175892 rows x 4 columns]" + "[9600 rows x 4 columns]" ] }, - "execution_count": 18, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -2353,10 +972,34 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 12, "id": "b0e70d44", - "metadata": {}, - "outputs": [], + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████| 9600/9600 [38:21<00:00, 4.17it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "소요시간 : 2301.25512 sec\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], "source": [ "# TEST_first_df_match에 있는 matchId 기준 매치 상세 정보 조회\n", "\n", @@ -2365,10 +1008,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "c183f804", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████| 6413/6413 [01:46<00:00, 60.36it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "소요시간 : 106.27222 sec\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], "source": [ "# 조회된 매치 상세 정보를 바탕으로 개인전 추출\n", "\n", @@ -2377,19 +1042,43 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "id": "4fd59229", - "metadata": {}, - "outputs": [], + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████| 3187/3187 [02:30<00:00, 21.13it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "소요시간 : 150.87052 sec\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], "source": [ "# 조회된 매치 상세 정보를 바탕으로 팀전 추출\n", "\n", - "TEST_df_team_play = get_single_team_data(TEST_df_match)" + "TEST_df_team_play = get_team_play_data(TEST_df_match)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 28, "id": "d370bece", "metadata": {}, "outputs": [], @@ -2401,15 +1090,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "id": "ca807ad5", "metadata": {}, "outputs": [], "source": [ "# 저장하기\n", "\n", - "TEST_final_df_single_play.to_csv('D:\\\\바탕 화면\\\\카트라이더\\\\00-api-data-singleplay-20221003-20221010_fin.csv', index=False, encoding = 'utf-8')\n", - "TEST_final_df_team_play.to_csv('D:\\\\바탕 화면\\\\카트라이더\\\\00-api-data-teamplay-20221003-20221010_fin.csv', index=False, encoding = 'utf-8')" + "TEST_final_df_single_play.to_csv('C:\\\\Users\\\\wldbs\\\\Desktop\\\\kart\\\\00-api-data-singleplay-20221004-20221005.csv', index=False, encoding = 'utf-8')\n", + "TEST_final_df_team_play.to_csv('C:\\\\Users\\\\wldbs\\\\Desktop\\\\kart\\\\00-api-data-teamplay-20221004-20221005.csv', index=False, encoding = 'utf-8')" ] }, { @@ -2439,7 +1128,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.8.2 64-bit", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -2453,7 +1142,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.2" + "version": "3.9.7" }, "toc": { "base_numbering": 1, @@ -2464,7 +1153,12 @@ "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, - "toc_position": {}, + "toc_position": { + "height": "calc(100% - 180px)", + "left": "10px", + "top": "150px", + "width": "341.333px" + }, "toc_section_display": true, "toc_window_display": true },