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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "cdb21c93",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:21:59.800331Z",
"start_time": "2022-05-20T11:21:59.536141Z"
}
},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "49353965",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:22:41.121989Z",
"start_time": "2022-05-20T11:22:41.067307Z"
}
},
"outputs": [],
"source": [
"df = pd.read_table('./assets/연설문.txt', engine='python', encoding='cp949', header=None)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "31fd1485",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:22:42.556768Z",
"start_time": "2022-05-20T11:22:42.540810Z"
}
},
"outputs": [
{
"data": {
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" <td>존경하고 사랑하는 국민 여러분, 감사합니다.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>국민 여러분의 위대한 선택에 머리 숙여 깊이 감사드립니다. 저는 오늘 대한민국 제1...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>우리가 만들어가려는 새로운 대한민국은 숱한 좌절과 패배에도 불구하고 우리의 선대들이...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>함께 선거를 치른 후보들께 감사의 말씀과 심심한 위로를 전합니다. 이번 선거에서는 ...</td>\n",
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" <td>존경하는 국민 여러분,</td>\n",
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" <tr>\n",
" <th>5</th>\n",
" <td>지난 몇 달 우리는 유례없는 정치적 격변기를 보냈습니다. 정치는 혼란스러웠지만 국민...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>그리고 이번 대통령 선거에서 우리 국민들은 또 하나의 역사를 만들어주셨습니다. 전국...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>저는 감히 약속드립니다. 2017년 5월 10일, 이날은 진정한 국민통합이 시작되는...</td>\n",
" </tr>\n",
" <tr>\n",
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" <td>존경하고 사랑하는 국민 여러분,</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>힘들었던 지난 세월 국민들은 이게 나라냐고 물었습니다. 대통령 문재인은 바로 그 질...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>우선 권위적인 대통령 문화를 청산하겠습니다. 준비를 마치는 대로 지금의 청와대에서 ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>퇴근길에는 시장에 들러 마주치는 시민들과 격의 없는 대화를 나누겠습니다. 때로는 광...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>낮은 자세로 일하겠습니다. 국민과 눈높이를 맞추는 대통령이 되겠습니다.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>안보위기도 서둘러 해결하겠습니다. 한반도의 평화를 위해 동분서주하겠습니다. 필요하면...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>한반도의 평화 정착을 위해서라면 제가 할 수 있는 모든 일을 다하겠습니다. 한미동맹...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>튼튼한 안보는 막강한 국방력에서 비롯됩니다. 자주국방력을 강화하기 위해 노력하겠습니...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>분열과 갈등의 정치도 바꾸겠습니다. 보수와 진보의 갈등은 끝나야 합니다. 대통령이 ...</td>\n",
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],
"text/plain": [
" 0\n",
"0 존경하고 사랑하는 국민 여러분, 감사합니다.\n",
"1 국민 여러분의 위대한 선택에 머리 숙여 깊이 감사드립니다. 저는 오늘 대한민국 제1...\n",
"2 우리가 만들어가려는 새로운 대한민국은 숱한 좌절과 패배에도 불구하고 우리의 선대들이...\n",
"3 함께 선거를 치른 후보들께 감사의 말씀과 심심한 위로를 전합니다. 이번 선거에서는 ...\n",
"4 존경하는 국민 여러분,\n",
"5 지난 몇 달 우리는 유례없는 정치적 격변기를 보냈습니다. 정치는 혼란스러웠지만 국민...\n",
"6 그리고 이번 대통령 선거에서 우리 국민들은 또 하나의 역사를 만들어주셨습니다. 전국...\n",
"7 저는 감히 약속드립니다. 2017년 5월 10일, 이날은 진정한 국민통합이 시작되는...\n",
"8 존경하고 사랑하는 국민 여러분,\n",
"9 힘들었던 지난 세월 국민들은 이게 나라냐고 물었습니다. 대통령 문재인은 바로 그 질...\n",
"10 우선 권위적인 대통령 문화를 청산하겠습니다. 준비를 마치는 대로 지금의 청와대에서 ...\n",
"11 퇴근길에는 시장에 들러 마주치는 시민들과 격의 없는 대화를 나누겠습니다. 때로는 광...\n",
"12 낮은 자세로 일하겠습니다. 국민과 눈높이를 맞추는 대통령이 되겠습니다.\n",
"13 안보위기도 서둘러 해결하겠습니다. 한반도의 평화를 위해 동분서주하겠습니다. 필요하면...\n",
"14 한반도의 평화 정착을 위해서라면 제가 할 수 있는 모든 일을 다하겠습니다. 한미동맹...\n",
"15 튼튼한 안보는 막강한 국방력에서 비롯됩니다. 자주국방력을 강화하기 위해 노력하겠습니...\n",
"16 분열과 갈등의 정치도 바꾸겠습니다. 보수와 진보의 갈등은 끝나야 합니다. 대통령이 ..."
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "4c77dacb",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:22:47.783121Z",
"start_time": "2022-05-20T11:22:47.770589Z"
}
},
"outputs": [],
"source": [
"text = ''\n",
"for review in df[0]:\n",
" text += review + ' '"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "1ab64cad",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:22:50.631555Z",
"start_time": "2022-05-20T11:22:50.626569Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"'존경하고 사랑하는 국민 여러분, 감사합니다. 국민 여러분의 위대한 선택에 머리 숙여 깊이 감사드립니다. 저는 오늘 대한민국 제19대 대통령으로서 새로운 대한민국을 향해 첫걸음을 내딛습니다. 지금 제 두 어깨는 국민 여러분으로부터 부여받은 막중한 소명감으로 무겁습니다. 지금 제 가슴은 한번도 경험하지 못한 나라를 만들겠다는 열정으로 뜨겁습니다. 그리고 지금 제 머리는 통합과 공존의 새로운 세상을 열어갈 청사진으로 가득 차 있습니다. 우리가 만들어가려는 새로운 대한민국은 숱한 좌절과 패배에도 불구하고 우리의 선대들이 일관되게 추구했던 나라입니다. 또 많은 희생과 헌신을 감내하며 우리 젊은이들이 그토록 이루고 싶어 했던 나라입니다. 그런 대한민국을 만들기 위해 저는 역사와 국민 앞에 두렵지만 겸허한 마음으로 대한민국 제19대 대통령으로서의 책임과 소명을 다할 것임을 천명합니다. 함께 선거를 치른 후보들께 감사의 말씀과 심심한 위로를 전합니다. 이번 선거에서는 승자도 패자도 없습니다. 우리는 새로운 대한민국을 함께 이끌어가야 할 동반자입니다. 이제 치열했던 경쟁의 순간을 뒤로하고 함께 손을 맞잡고 앞으로 전진해야 합니다. 존경하는 국민 여러분, 지난 몇 달 우리는 유례없는 정치적 격변기를 보냈습니다. 정치는 혼란스러웠지만 국민은 위대했습니다. 현직 대통령의 탄핵과 구속 앞에서도 국민들이 대한민국의 앞길을 열어주셨습니다. 우리 국민들은 좌절하지 않고 오히려 이를 전화위복의 계기로 승화시켜 마침내 오늘 새로운 세상을 열었습니다. 대한민국의 위대함은 국민의 위대함입니다. 그리고 이번 대통령 선거에서 우리 국민들은 또 하나의 역사를 만들어주셨습니다. 전국 각지에서 고른 지지로 새로운 대통령을 선택해주셨습니다. 오늘부터 저는 국민 모두의 대통령이 되겠습니다. 저를 지지하지 않았던 국민 한 분 한 분도 저의 국민이고, 우리의 국민으로 섬기겠습니다. 저는 감히 약속드립니다. 2017년 5월 10일, 이날은 진정한 국민통합이 시작되는 날로 역사에 기록될 것입니다. 존경하고 사랑하는 국민 여러분, 힘들었던 지난 세월 국민들은 이게 나라냐고 물었습니다. 대통령 문재인은 바로 그 질문에서 새로 시작하겠습니다. 오늘부터 나라를 나라답게 만드는 대통령이 되겠습니다. 구시대의 잘못된 관행과 과감히 결별하겠습니다. 대통령부터 새로워지겠습니다. 우선 권위적인 대통령 문화를 청산하겠습니다. 준비를 마치는 대로 지금의 청와대에서 나와 광화문 대통령 시대를 열겠습니다. 참모들과 머리와 어깨를 맞대고 토론하겠습니다. 국민과 수시로 소통하는 대통령이 되겠습니다. 주요 사안은 대통령이 직접 언론에 브리핑하겠습니다. 퇴근길에는 시장에 들러 마주치는 시민들과 격의 없는 대화를 나누겠습니다. 때로는 광화문광장에서 대토론회를 열겠습니다. 대통령의 제왕적 권력을 최대한 나누겠습니다. 권력기관은 정치로부터 완전히 독립시키겠습니다. 그 어떤 기관도 무소불위의 권력을 행사할 수 없도록 견제장치를 만들겠습니다. 낮은 자세로 일하겠습니다. 국민과 눈높이를 맞추는 대통령이 되겠습니다. 안보위기도 서둘러 해결하겠습니다. 한반도의 평화를 위해 동분서주하겠습니다. 필요하면 곧바로 워싱턴으로 날아가겠습니다. 베이징과 도쿄에도 가고, 여건이 조성되면 평양에도 가겠습니다. 한반도의 평화 정착을 위해서라면 제가 할 수 있는 모든 일을 다하겠습니다. 한미동맹은 더욱 강화하겠습니다. 한편으로 사드 문제 해결을 위해 미국 및 중국과 진지하게 협상하겠습니다. 튼튼한 안보는 막강한 국방력에서 비롯됩니다. 자주국방력을 강화하기 위해 노력하겠습니다. 북핵 문제를 해결할 토대도 마련하겠습니다. 동북아 평화구조를 정착시킴으로써 한반도 긴장 완화의 전기를 마련하겠습니다. 분열과 갈등의 정치도 바꾸겠습니다. 보수와 진보의 갈등은 끝나야 합니다. 대통령이 나서서 직접 대화하겠습니다. 야당은 국정운영의 동반자입니다. 대화를 정례화하고 수시로 만나겠습니다. '"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"text"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "26ae5bb5",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:22:57.710219Z",
"start_time": "2022-05-20T11:22:57.707227Z"
}
},
"outputs": [],
"source": [
"special = {'.', '~', '♡', '!', '?', '♥', ',', '=', ';', ':', '%', '+', '-', ')', '()', '\"', 'ㅜ', 'ㅠ', '/', 'ㅇ'}"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "3007aaa7",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:23:00.388311Z",
"start_time": "2022-05-20T11:23:00.384322Z"
}
},
"outputs": [],
"source": [
"nums = []\n",
"for i in range(10):\n",
" nums.append(str(i))"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "d1e2bd17",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:23:03.388247Z",
"start_time": "2022-05-20T11:23:03.376279Z"
}
},
"outputs": [],
"source": [
"import re"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "8637df94",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:23:05.904311Z",
"start_time": "2022-05-20T11:23:05.888435Z"
}
},
"outputs": [],
"source": [
"text = re.sub('[^A-Za-z가-힣\\\\s]', '', text)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "62eba0ff",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:23:08.628333Z",
"start_time": "2022-05-20T11:23:08.612723Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"'존경하고 사랑하는 국민 여러분 감사합니다 국민 여러분의 위대한 선택에 머리 숙여 깊이 감사드립니다 저는 오늘 대한민국 제대 대통령으로서 새로운 대한민국을 향해 첫걸음을 내딛습니다 지금 제 두 어깨는 국민 여러분으로부터 부여받은 막중한 소명감으로 무겁습니다 지금 제 가슴은 한번도 경험하지 못한 나라를 만들겠다는 열정으로 뜨겁습니다 그리고 지금 제 머리는 통합과 공존의 새로운 세상을 열어갈 청사진으로 가득 차 있습니다 우리가 만들어가려는 새로운 대한민국은 숱한 좌절과 패배에도 불구하고 우리의 선대들이 일관되게 추구했던 나라입니다 또 많은 희생과 헌신을 감내하며 우리 젊은이들이 그토록 이루고 싶어 했던 나라입니다 그런 대한민국을 만들기 위해 저는 역사와 국민 앞에 두렵지만 겸허한 마음으로 대한민국 제대 대통령으로서의 책임과 소명을 다할 것임을 천명합니다 함께 선거를 치른 후보들께 감사의 말씀과 심심한 위로를 전합니다 이번 선거에서는 승자도 패자도 없습니다 우리는 새로운 대한민국을 함께 이끌어가야 할 동반자입니다 이제 치열했던 경쟁의 순간을 뒤로하고 함께 손을 맞잡고 앞으로 전진해야 합니다 존경하는 국민 여러분 지난 몇 달 우리는 유례없는 정치적 격변기를 보냈습니다 정치는 혼란스러웠지만 국민은 위대했습니다 현직 대통령의 탄핵과 구속 앞에서도 국민들이 대한민국의 앞길을 열어주셨습니다 우리 국민들은 좌절하지 않고 오히려 이를 전화위복의 계기로 승화시켜 마침내 오늘 새로운 세상을 열었습니다 대한민국의 위대함은 국민의 위대함입니다 그리고 이번 대통령 선거에서 우리 국민들은 또 하나의 역사를 만들어주셨습니다 전국 각지에서 고른 지지로 새로운 대통령을 선택해주셨습니다 오늘부터 저는 국민 모두의 대통령이 되겠습니다 저를 지지하지 않았던 국민 한 분 한 분도 저의 국민이고 우리의 국민으로 섬기겠습니다 저는 감히 약속드립니다 년 월 일 이날은 진정한 국민통합이 시작되는 날로 역사에 기록될 것입니다 존경하고 사랑하는 국민 여러분 힘들었던 지난 세월 국민들은 이게 나라냐고 물었습니다 대통령 문재인은 바로 그 질문에서 새로 시작하겠습니다 오늘부터 나라를 나라답게 만드는 대통령이 되겠습니다 구시대의 잘못된 관행과 과감히 결별하겠습니다 대통령부터 새로워지겠습니다 우선 권위적인 대통령 문화를 청산하겠습니다 준비를 마치는 대로 지금의 청와대에서 나와 광화문 대통령 시대를 열겠습니다 참모들과 머리와 어깨를 맞대고 토론하겠습니다 국민과 수시로 소통하는 대통령이 되겠습니다 주요 사안은 대통령이 직접 언론에 브리핑하겠습니다 퇴근길에는 시장에 들러 마주치는 시민들과 격의 없는 대화를 나누겠습니다 때로는 광화문광장에서 대토론회를 열겠습니다 대통령의 제왕적 권력을 최대한 나누겠습니다 권력기관은 정치로부터 완전히 독립시키겠습니다 그 어떤 기관도 무소불위의 권력을 행사할 수 없도록 견제장치를 만들겠습니다 낮은 자세로 일하겠습니다 국민과 눈높이를 맞추는 대통령이 되겠습니다 안보위기도 서둘러 해결하겠습니다 한반도의 평화를 위해 동분서주하겠습니다 필요하면 곧바로 워싱턴으로 날아가겠습니다 베이징과 도쿄에도 가고 여건이 조성되면 평양에도 가겠습니다 한반도의 평화 정착을 위해서라면 제가 할 수 있는 모든 일을 다하겠습니다 한미동맹은 더욱 강화하겠습니다 한편으로 사드 문제 해결을 위해 미국 및 중국과 진지하게 협상하겠습니다 튼튼한 안보는 막강한 국방력에서 비롯됩니다 자주국방력을 강화하기 위해 노력하겠습니다 북핵 문제를 해결할 토대도 마련하겠습니다 동북아 평화구조를 정착시킴으로써 한반도 긴장 완화의 전기를 마련하겠습니다 분열과 갈등의 정치도 바꾸겠습니다 보수와 진보의 갈등은 끝나야 합니다 대통령이 나서서 직접 대화하겠습니다 야당은 국정운영의 동반자입니다 대화를 정례화하고 수시로 만나겠습니다 '"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"text"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "848b783a",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:23:31.473028Z",
"start_time": "2022-05-20T11:23:31.460061Z"
}
},
"outputs": [],
"source": [
"with open('./assets/연설문_최종.txt', 'w', encoding='euc-kr') as f:\n",
" f.write(text)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "986f1d7b",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:39:51.384481Z",
"start_time": "2022-05-20T11:39:51.369605Z"
}
},
"outputs": [],
"source": [
"with open('./assets/연설문dict.txt', encoding='euc-kr') as f:\n",
" terms = f.read().split('\\n')[:-1]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "92f5d6c5",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:39:54.006147Z",
"start_time": "2022-05-20T11:39:53.993128Z"
}
},
"outputs": [],
"source": [
"from collections import Counter\n",
"from konlpy.tag import Okt"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "3b2a4e78",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:39:56.681055Z",
"start_time": "2022-05-20T11:39:56.665492Z"
}
},
"outputs": [],
"source": [
"nlp = Okt()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "3cff88ea",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:39:58.946548Z",
"start_time": "2022-05-20T11:39:58.855336Z"
}
},
"outputs": [],
"source": [
"nouns = nlp.nouns(text)\n",
"count_dict = Counter(nouns)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "a863ca8c",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:40:01.100509Z",
"start_time": "2022-05-20T11:40:01.087223Z"
}
},
"outputs": [],
"source": [
"freq = []\n",
"for term in terms:\n",
" freq.append(count_dict[term])"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "6fcfd460",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:40:03.750163Z",
"start_time": "2022-05-20T11:40:03.745176Z"
}
},
"outputs": [],
"source": [
"tdm = pd.DataFrame({'term':terms, 'freq':freq}).set_index('term').sort_values(by='freq', ascending=False)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "1c111d8e",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:40:07.402226Z",
"start_time": "2022-05-20T11:40:06.839972Z"
}
},
"outputs": [],
"source": [
"import matplotlib.pylab as plt"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "859e7ffd",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:42:51.522925Z",
"start_time": "2022-05-20T11:42:51.515944Z"
}
},
"outputs": [],
"source": [
"plt.rcParams['figure.figsize'] = (10, 5)\n",
"plt.rcParams['font.family'] = 'NanumGothic'\n",
"plt.rcParams['font.size'] = 17\n",
"plt.rcParams['axes.unicode_minus'] = False"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "32b50802",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:42:52.430133Z",
"start_time": "2022-05-20T11:42:52.326199Z"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(1, 1)\n",
"plt.title('yeun sul mun dict raito go')\n",
"tdm.plot.bar(ax=ax, rot=45)\n",
"plt.ylabel('Raito')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "24c2b605",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:42:58.670188Z",
"start_time": "2022-05-20T11:42:58.651345Z"
}
},
"outputs": [],
"source": [
"from wordcloud import WordCloud\n",
"from IPython.display import Image as image"
]
},
{
"cell_type": "code",
"execution_count": 48,
"id": "cb21310b",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:43:47.516442Z",
"start_time": "2022-05-20T11:43:47.054297Z"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"wc = WordCloud(width=600, height=400, scale=1.0, font_path='./assets/NanumMyeongjo.ttf', max_font_size=200, background_color='white')\n",
"wc.generate_from_frequencies(count_dict)\n",
"wc.to_file('./assets/연설문.png')\n",
"image('./assets/연설문.png')"
]
},
{
"cell_type": "code",
"execution_count": 49,
"id": "30a73342",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:43:52.700405Z",
"start_time": "2022-05-20T11:43:52.688400Z"
}
},
"outputs": [],
"source": [
"from PIL import Image"
]
},
{
"cell_type": "code",
"execution_count": 50,
"id": "2ed9c1cd",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:10.259736Z",
"start_time": "2022-05-20T11:44:10.242828Z"
}
},
"outputs": [],
"source": [
"img = Image.open('./assets/maskImage.png')"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "a80439d1",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:12.050069Z",
"start_time": "2022-05-20T11:44:12.026049Z"
}
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<PIL.PngImagePlugin.PngImageFile image mode=RGB size=539x430 at 0x191ED2DD6D0>"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "a03814c0",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:22.400064Z",
"start_time": "2022-05-20T11:44:22.392083Z"
}
},
"outputs": [],
"source": [
"img_array = np.array(img)"
]
},
{
"cell_type": "code",
"execution_count": 53,
"id": "5e49f42c",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:24.975133Z",
"start_time": "2022-05-20T11:44:24.967163Z"
},
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"array([[[255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" ...,\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255]],\n",
"\n",
" [[255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" ...,\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255]],\n",
"\n",
" [[255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" ...,\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255]],\n",
"\n",
" ...,\n",
"\n",
" [[255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" ...,\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255]],\n",
"\n",
" [[255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" ...,\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255]],\n",
"\n",
" [[255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" ...,\n",
" [255, 255, 255],\n",
" [255, 255, 255],\n",
" [255, 255, 255]]], dtype=uint8)"
]
},
"execution_count": 53,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img_array"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "47fb2eca",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:29.986327Z",
"start_time": "2022-05-20T11:44:29.976781Z"
}
},
"outputs": [],
"source": [
"wc = WordCloud(font_path='NanumGothic.ttf', scale=1.0, max_font_size=250, mask=img_array, background_color='#ffffff')"
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "04abc2f1",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:33.882057Z",
"start_time": "2022-05-20T11:44:33.317603Z"
}
},
"outputs": [],
"source": [
"gen = wc.generate_from_frequencies(count_dict)"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "b0a8b363",
"metadata": {
"ExecuteTime": {
"end_time": "2022-05-20T11:44:36.252231Z",
"start_time": "2022-05-20T11:44:35.962130Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x191ecfedac0>"
]
},
"execution_count": 56,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"plt.imshow(gen)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e8698f3a",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"varInspector": {
"cols": {
"lenName": 16,
"lenType": 16,
"lenVar": 40
},
"kernels_config": {
"python": {
"delete_cmd_postfix": "",
"delete_cmd_prefix": "del ",
"library": "var_list.py",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
"delete_cmd_postfix": ") ",
"delete_cmd_prefix": "rm(",
"library": "var_list.r",
"varRefreshCmd": "cat(var_dic_list()) "
}
},
"types_to_exclude": [
"module",
"function",
"builtin_function_or_method",
"instance",
"_Feature"
],
"window_display": false
}
},
"nbformat": 4,
"nbformat_minor": 5
}