안효원
2022-05-23
20220523
@2fd99cbcb49a5222781c5d0000e6c213c8db71ed
+++ .ipynb_checkpoints/연설문-checkpoint.ipynb
... | ... | @@ -0,0 +1,813 @@ |
| 1 | +{ | |
| 2 | + "cells": [ | |
| 3 | + { | |
| 4 | + "cell_type": "code", | |
| 5 | + "execution_count": 1, | |
| 6 | + "id": "cdb21c93", | |
| 7 | + "metadata": { | |
| 8 | + "ExecuteTime": { | |
| 9 | + "end_time": "2022-05-20T11:21:59.800331Z", | |
| 10 | + "start_time": "2022-05-20T11:21:59.536141Z" | |
| 11 | + } | |
| 12 | + }, | |
| 13 | + "outputs": [], | |
| 14 | + "source": [ | |
| 15 | + "import pandas as pd\n", | |
| 16 | + "import numpy as np" | |
| 17 | + ] | |
| 18 | + }, | |
| 19 | + { | |
| 20 | + "cell_type": "code", | |
| 21 | + "execution_count": 2, | |
| 22 | + "id": "49353965", | |
| 23 | + "metadata": { | |
| 24 | + "ExecuteTime": { | |
| 25 | + "end_time": "2022-05-20T11:22:41.121989Z", | |
| 26 | + "start_time": "2022-05-20T11:22:41.067307Z" | |
| 27 | + } | |
| 28 | + }, | |
| 29 | + "outputs": [], | |
| 30 | + "source": [ | |
| 31 | + "df = pd.read_table('./assets/연설문.txt', engine='python', encoding='cp949', header=None)" | |
| 32 | + ] | |
| 33 | + }, | |
| 34 | + { | |
| 35 | + "cell_type": "code", | |
| 36 | + "execution_count": 3, | |
| 37 | + "id": "31fd1485", | |
| 38 | + "metadata": { | |
| 39 | + "ExecuteTime": { | |
| 40 | + "end_time": "2022-05-20T11:22:42.556768Z", | |
| 41 | + "start_time": "2022-05-20T11:22:42.540810Z" | |
| 42 | + } | |
| 43 | + }, | |
| 44 | + "outputs": [ | |
| 45 | + { | |
| 46 | + "data": { | |
| 47 | + "text/html": [ | |
| 48 | + "<div>\n", | |
| 49 | + "<style scoped>\n", | |
| 50 | + " .dataframe tbody tr th:only-of-type {\n", | |
| 51 | + " vertical-align: middle;\n", | |
| 52 | + " }\n", | |
| 53 | + "\n", | |
| 54 | + " .dataframe tbody tr th {\n", | |
| 55 | + " vertical-align: top;\n", | |
| 56 | + " }\n", | |
| 57 | + "\n", | |
| 58 | + " .dataframe thead th {\n", | |
| 59 | + " text-align: right;\n", | |
| 60 | + " }\n", | |
| 61 | + "</style>\n", | |
| 62 | + "<table border=\"1\" class=\"dataframe\">\n", | |
| 63 | + " <thead>\n", | |
| 64 | + " <tr style=\"text-align: right;\">\n", | |
| 65 | + " <th></th>\n", | |
| 66 | + " <th>0</th>\n", | |
| 67 | + " </tr>\n", | |
| 68 | + " </thead>\n", | |
| 69 | + " <tbody>\n", | |
| 70 | + " <tr>\n", | |
| 71 | + " <th>0</th>\n", | |
| 72 | + " <td>존경하고 사랑하는 국민 여러분, 감사합니다.</td>\n", | |
| 73 | + " </tr>\n", | |
| 74 | + " <tr>\n", | |
| 75 | + " <th>1</th>\n", | |
| 76 | + " <td>국민 여러분의 위대한 선택에 머리 숙여 깊이 감사드립니다. 저는 오늘 대한민국 제1...</td>\n", | |
| 77 | + " </tr>\n", | |
| 78 | + " <tr>\n", | |
| 79 | + " <th>2</th>\n", | |
| 80 | + " <td>우리가 만들어가려는 새로운 대한민국은 숱한 좌절과 패배에도 불구하고 우리의 선대들이...</td>\n", | |
| 81 | + " </tr>\n", | |
| 82 | + " <tr>\n", | |
| 83 | + " <th>3</th>\n", | |
| 84 | + " <td>함께 선거를 치른 후보들께 감사의 말씀과 심심한 위로를 전합니다. 이번 선거에서는 ...</td>\n", | |
| 85 | + " </tr>\n", | |
| 86 | + " <tr>\n", | |
| 87 | + " <th>4</th>\n", | |
| 88 | + " <td>존경하는 국민 여러분,</td>\n", | |
| 89 | + " </tr>\n", | |
| 90 | + " <tr>\n", | |
| 91 | + " <th>5</th>\n", | |
| 92 | + " <td>지난 몇 달 우리는 유례없는 정치적 격변기를 보냈습니다. 정치는 혼란스러웠지만 국민...</td>\n", | |
| 93 | + " </tr>\n", | |
| 94 | + " <tr>\n", | |
| 95 | + " <th>6</th>\n", | |
| 96 | + " <td>그리고 이번 대통령 선거에서 우리 국민들은 또 하나의 역사를 만들어주셨습니다. 전국...</td>\n", | |
| 97 | + " </tr>\n", | |
| 98 | + " <tr>\n", | |
| 99 | + " <th>7</th>\n", | |
| 100 | + " <td>저는 감히 약속드립니다. 2017년 5월 10일, 이날은 진정한 국민통합이 시작되는...</td>\n", | |
| 101 | + " </tr>\n", | |
| 102 | + " <tr>\n", | |
| 103 | + " <th>8</th>\n", | |
| 104 | + " <td>존경하고 사랑하는 국민 여러분,</td>\n", | |
| 105 | + " </tr>\n", | |
| 106 | + " <tr>\n", | |
| 107 | + " <th>9</th>\n", | |
| 108 | + " <td>힘들었던 지난 세월 국민들은 이게 나라냐고 물었습니다. 대통령 문재인은 바로 그 질...</td>\n", | |
| 109 | + " </tr>\n", | |
| 110 | + " <tr>\n", | |
| 111 | + " <th>10</th>\n", | |
| 112 | + " <td>우선 권위적인 대통령 문화를 청산하겠습니다. 준비를 마치는 대로 지금의 청와대에서 ...</td>\n", | |
| 113 | + " </tr>\n", | |
| 114 | + " <tr>\n", | |
| 115 | + " <th>11</th>\n", | |
| 116 | + " <td>퇴근길에는 시장에 들러 마주치는 시민들과 격의 없는 대화를 나누겠습니다. 때로는 광...</td>\n", | |
| 117 | + " </tr>\n", | |
| 118 | + " <tr>\n", | |
| 119 | + " <th>12</th>\n", | |
| 120 | + " <td>낮은 자세로 일하겠습니다. 국민과 눈높이를 맞추는 대통령이 되겠습니다.</td>\n", | |
| 121 | + " </tr>\n", | |
| 122 | + " <tr>\n", | |
| 123 | + " <th>13</th>\n", | |
| 124 | + " <td>안보위기도 서둘러 해결하겠습니다. 한반도의 평화를 위해 동분서주하겠습니다. 필요하면...</td>\n", | |
| 125 | + " </tr>\n", | |
| 126 | + " <tr>\n", | |
| 127 | + " <th>14</th>\n", | |
| 128 | + " <td>한반도의 평화 정착을 위해서라면 제가 할 수 있는 모든 일을 다하겠습니다. 한미동맹...</td>\n", | |
| 129 | + " </tr>\n", | |
| 130 | + " <tr>\n", | |
| 131 | + " <th>15</th>\n", | |
| 132 | + " <td>튼튼한 안보는 막강한 국방력에서 비롯됩니다. 자주국방력을 강화하기 위해 노력하겠습니...</td>\n", | |
| 133 | + " </tr>\n", | |
| 134 | + " <tr>\n", | |
| 135 | + " <th>16</th>\n", | |
| 136 | + " <td>분열과 갈등의 정치도 바꾸겠습니다. 보수와 진보의 갈등은 끝나야 합니다. 대통령이 ...</td>\n", | |
| 137 | + " </tr>\n", | |
| 138 | + " </tbody>\n", | |
| 139 | + "</table>\n", | |
| 140 | + "</div>" | |
| 141 | + ], | |
| 142 | + "text/plain": [ | |
| 143 | + " 0\n", | |
| 144 | + "0 존경하고 사랑하는 국민 여러분, 감사합니다.\n", | |
| 145 | + "1 국민 여러분의 위대한 선택에 머리 숙여 깊이 감사드립니다. 저는 오늘 대한민국 제1...\n", | |
| 146 | + "2 우리가 만들어가려는 새로운 대한민국은 숱한 좌절과 패배에도 불구하고 우리의 선대들이...\n", | |
| 147 | + "3 함께 선거를 치른 후보들께 감사의 말씀과 심심한 위로를 전합니다. 이번 선거에서는 ...\n", | |
| 148 | + "4 존경하는 국민 여러분,\n", | |
| 149 | + "5 지난 몇 달 우리는 유례없는 정치적 격변기를 보냈습니다. 정치는 혼란스러웠지만 국민...\n", | |
| 150 | + "6 그리고 이번 대통령 선거에서 우리 국민들은 또 하나의 역사를 만들어주셨습니다. 전국...\n", | |
| 151 | + "7 저는 감히 약속드립니다. 2017년 5월 10일, 이날은 진정한 국민통합이 시작되는...\n", | |
| 152 | + "8 존경하고 사랑하는 국민 여러분,\n", | |
| 153 | + "9 힘들었던 지난 세월 국민들은 이게 나라냐고 물었습니다. 대통령 문재인은 바로 그 질...\n", | |
| 154 | + "10 우선 권위적인 대통령 문화를 청산하겠습니다. 준비를 마치는 대로 지금의 청와대에서 ...\n", | |
| 155 | + "11 퇴근길에는 시장에 들러 마주치는 시민들과 격의 없는 대화를 나누겠습니다. 때로는 광...\n", | |
| 156 | + "12 낮은 자세로 일하겠습니다. 국민과 눈높이를 맞추는 대통령이 되겠습니다.\n", | |
| 157 | + "13 안보위기도 서둘러 해결하겠습니다. 한반도의 평화를 위해 동분서주하겠습니다. 필요하면...\n", | |
| 158 | + "14 한반도의 평화 정착을 위해서라면 제가 할 수 있는 모든 일을 다하겠습니다. 한미동맹...\n", | |
| 159 | + "15 튼튼한 안보는 막강한 국방력에서 비롯됩니다. 자주국방력을 강화하기 위해 노력하겠습니...\n", | |
| 160 | + "16 분열과 갈등의 정치도 바꾸겠습니다. 보수와 진보의 갈등은 끝나야 합니다. 대통령이 ..." | |
| 161 | + ] | |
| 162 | + }, | |
| 163 | + "execution_count": 3, | |
| 164 | + "metadata": {}, | |
| 165 | + "output_type": "execute_result" | |
| 166 | + } | |
| 167 | + ], | |
| 168 | + "source": [ | |
| 169 | + "df" | |
| 170 | + ] | |
| 171 | + }, | |
| 172 | + { | |
| 173 | + "cell_type": "code", | |
| 174 | + "execution_count": 4, | |
| 175 | + "id": "4c77dacb", | |
| 176 | + "metadata": { | |
| 177 | + "ExecuteTime": { | |
| 178 | + "end_time": "2022-05-20T11:22:47.783121Z", | |
| 179 | + "start_time": "2022-05-20T11:22:47.770589Z" | |
| 180 | + } | |
| 181 | + }, | |
| 182 | + "outputs": [], | |
| 183 | + "source": [ | |
| 184 | + "text = ''\n", | |
| 185 | + "for review in df[0]:\n", | |
| 186 | + " text += review + ' '" | |
| 187 | + ] | |
| 188 | + }, | |
| 189 | + { | |
| 190 | + "cell_type": "code", | |
| 191 | + "execution_count": 5, | |
| 192 | + "id": "1ab64cad", | |
| 193 | + "metadata": { | |
| 194 | + "ExecuteTime": { | |
| 195 | + "end_time": "2022-05-20T11:22:50.631555Z", | |
| 196 | + "start_time": "2022-05-20T11:22:50.626569Z" | |
| 197 | + } | |
| 198 | + }, | |
| 199 | + "outputs": [ | |
| 200 | + { | |
| 201 | + "data": { | |
| 202 | + "text/plain": [ | |
| 203 | + "'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. '" | |
| 204 | + ] | |
| 205 | + }, | |
| 206 | + "execution_count": 5, | |
| 207 | + "metadata": {}, | |
| 208 | + "output_type": "execute_result" | |
| 209 | + } | |
| 210 | + ], | |
| 211 | + "source": [ | |
| 212 | + "text" | |
| 213 | + ] | |
| 214 | + }, | |
| 215 | + { | |
| 216 | + "cell_type": "code", | |
| 217 | + "execution_count": 6, | |
| 218 | + "id": "26ae5bb5", | |
| 219 | + "metadata": { | |
| 220 | + "ExecuteTime": { | |
| 221 | + "end_time": "2022-05-20T11:22:57.710219Z", | |
| 222 | + "start_time": "2022-05-20T11:22:57.707227Z" | |
| 223 | + } | |
| 224 | + }, | |
| 225 | + "outputs": [], | |
| 226 | + "source": [ | |
| 227 | + "special = {'.', '~', '♡', '!', '?', '♥', ',', '=', ';', ':', '%', '+', '-', ')', '()', '\"', 'ㅜ', 'ㅠ', '/', 'ㅇ'}" | |
| 228 | + ] | |
| 229 | + }, | |
| 230 | + { | |
| 231 | + "cell_type": "code", | |
| 232 | + "execution_count": 7, | |
| 233 | + "id": "3007aaa7", | |
| 234 | + "metadata": { | |
| 235 | + "ExecuteTime": { | |
| 236 | + "end_time": "2022-05-20T11:23:00.388311Z", | |
| 237 | + "start_time": "2022-05-20T11:23:00.384322Z" | |
| 238 | + } | |
| 239 | + }, | |
| 240 | + "outputs": [], | |
| 241 | + "source": [ | |
| 242 | + "nums = []\n", | |
| 243 | + "for i in range(10):\n", | |
| 244 | + " nums.append(str(i))" | |
| 245 | + ] | |
| 246 | + }, | |
| 247 | + { | |
| 248 | + "cell_type": "code", | |
| 249 | + "execution_count": 8, | |
| 250 | + "id": "d1e2bd17", | |
| 251 | + "metadata": { | |
| 252 | + "ExecuteTime": { | |
| 253 | + "end_time": "2022-05-20T11:23:03.388247Z", | |
| 254 | + "start_time": "2022-05-20T11:23:03.376279Z" | |
| 255 | + } | |
| 256 | + }, | |
| 257 | + "outputs": [], | |
| 258 | + "source": [ | |
| 259 | + "import re" | |
| 260 | + ] | |
| 261 | + }, | |
| 262 | + { | |
| 263 | + "cell_type": "code", | |
| 264 | + "execution_count": 9, | |
| 265 | + "id": "8637df94", | |
| 266 | + "metadata": { | |
| 267 | + "ExecuteTime": { | |
| 268 | + "end_time": "2022-05-20T11:23:05.904311Z", | |
| 269 | + "start_time": "2022-05-20T11:23:05.888435Z" | |
| 270 | + } | |
| 271 | + }, | |
| 272 | + "outputs": [], | |
| 273 | + "source": [ | |
| 274 | + "text = re.sub('[^A-Za-z가-힣\\\\s]', '', text)" | |
| 275 | + ] | |
| 276 | + }, | |
| 277 | + { | |
| 278 | + "cell_type": "code", | |
| 279 | + "execution_count": 10, | |
| 280 | + "id": "62eba0ff", | |
| 281 | + "metadata": { | |
| 282 | + "ExecuteTime": { | |
| 283 | + "end_time": "2022-05-20T11:23:08.628333Z", | |
| 284 | + "start_time": "2022-05-20T11:23:08.612723Z" | |
| 285 | + } | |
| 286 | + }, | |
| 287 | + "outputs": [ | |
| 288 | + { | |
| 289 | + "data": { | |
| 290 | + "text/plain": [ | |
| 291 | + "'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 '" | |
| 292 | + ] | |
| 293 | + }, | |
| 294 | + "execution_count": 10, | |
| 295 | + "metadata": {}, | |
| 296 | + "output_type": "execute_result" | |
| 297 | + } | |
| 298 | + ], | |
| 299 | + "source": [ | |
| 300 | + "text" | |
| 301 | + ] | |
| 302 | + }, | |
| 303 | + { | |
| 304 | + "cell_type": "code", | |
| 305 | + "execution_count": 11, | |
| 306 | + "id": "848b783a", | |
| 307 | + "metadata": { | |
| 308 | + "ExecuteTime": { | |
| 309 | + "end_time": "2022-05-20T11:23:31.473028Z", | |
| 310 | + "start_time": "2022-05-20T11:23:31.460061Z" | |
| 311 | + } | |
| 312 | + }, | |
| 313 | + "outputs": [], | |
| 314 | + "source": [ | |
| 315 | + "with open('./assets/연설문_최종.txt', 'w', encoding='euc-kr') as f:\n", | |
| 316 | + " f.write(text)" | |
| 317 | + ] | |
| 318 | + }, | |
| 319 | + { | |
| 320 | + "cell_type": "code", | |
| 321 | + "execution_count": 19, | |
| 322 | + "id": "986f1d7b", | |
| 323 | + "metadata": { | |
| 324 | + "ExecuteTime": { | |
| 325 | + "end_time": "2022-05-20T11:39:51.384481Z", | |
| 326 | + "start_time": "2022-05-20T11:39:51.369605Z" | |
| 327 | + } | |
| 328 | + }, | |
| 329 | + "outputs": [], | |
| 330 | + "source": [ | |
| 331 | + "with open('./assets/연설문dict.txt', encoding='euc-kr') as f:\n", | |
| 332 | + " terms = f.read().split('\\n')[:-1]" | |
| 333 | + ] | |
| 334 | + }, | |
| 335 | + { | |
| 336 | + "cell_type": "code", | |
| 337 | + "execution_count": 20, | |
| 338 | + "id": "92f5d6c5", | |
| 339 | + "metadata": { | |
| 340 | + "ExecuteTime": { | |
| 341 | + "end_time": "2022-05-20T11:39:54.006147Z", | |
| 342 | + "start_time": "2022-05-20T11:39:53.993128Z" | |
| 343 | + } | |
| 344 | + }, | |
| 345 | + "outputs": [], | |
| 346 | + "source": [ | |
| 347 | + "from collections import Counter\n", | |
| 348 | + "from konlpy.tag import Okt" | |
| 349 | + ] | |
| 350 | + }, | |
| 351 | + { | |
| 352 | + "cell_type": "code", | |
| 353 | + "execution_count": 21, | |
| 354 | + "id": "3b2a4e78", | |
| 355 | + "metadata": { | |
| 356 | + "ExecuteTime": { | |
| 357 | + "end_time": "2022-05-20T11:39:56.681055Z", | |
| 358 | + "start_time": "2022-05-20T11:39:56.665492Z" | |
| 359 | + } | |
| 360 | + }, | |
| 361 | + "outputs": [], | |
| 362 | + "source": [ | |
| 363 | + "nlp = Okt()" | |
| 364 | + ] | |
| 365 | + }, | |
| 366 | + { | |
| 367 | + "cell_type": "code", | |
| 368 | + "execution_count": 22, | |
| 369 | + "id": "3cff88ea", | |
| 370 | + "metadata": { | |
| 371 | + "ExecuteTime": { | |
| 372 | + "end_time": "2022-05-20T11:39:58.946548Z", | |
| 373 | + "start_time": "2022-05-20T11:39:58.855336Z" | |
| 374 | + } | |
| 375 | + }, | |
| 376 | + "outputs": [], | |
| 377 | + "source": [ | |
| 378 | + "nouns = nlp.nouns(text)\n", | |
| 379 | + "count_dict = Counter(nouns)" | |
| 380 | + ] | |
| 381 | + }, | |
| 382 | + { | |
| 383 | + "cell_type": "code", | |
| 384 | + "execution_count": 23, | |
| 385 | + "id": "a863ca8c", | |
| 386 | + "metadata": { | |
| 387 | + "ExecuteTime": { | |
| 388 | + "end_time": "2022-05-20T11:40:01.100509Z", | |
| 389 | + "start_time": "2022-05-20T11:40:01.087223Z" | |
| 390 | + } | |
| 391 | + }, | |
| 392 | + "outputs": [], | |
| 393 | + "source": [ | |
| 394 | + "freq = []\n", | |
| 395 | + "for term in terms:\n", | |
| 396 | + " freq.append(count_dict[term])" | |
| 397 | + ] | |
| 398 | + }, | |
| 399 | + { | |
| 400 | + "cell_type": "code", | |
| 401 | + "execution_count": 24, | |
| 402 | + "id": "6fcfd460", | |
| 403 | + "metadata": { | |
| 404 | + "ExecuteTime": { | |
| 405 | + "end_time": "2022-05-20T11:40:03.750163Z", | |
| 406 | + "start_time": "2022-05-20T11:40:03.745176Z" | |
| 407 | + } | |
| 408 | + }, | |
| 409 | + "outputs": [], | |
| 410 | + "source": [ | |
| 411 | + "tdm = pd.DataFrame({'term':terms, 'freq':freq}).set_index('term').sort_values(by='freq', ascending=False)" | |
| 412 | + ] | |
| 413 | + }, | |
| 414 | + { | |
| 415 | + "cell_type": "code", | |
| 416 | + "execution_count": 25, | |
| 417 | + "id": "1c111d8e", | |
| 418 | + "metadata": { | |
| 419 | + "ExecuteTime": { | |
| 420 | + "end_time": "2022-05-20T11:40:07.402226Z", | |
| 421 | + "start_time": "2022-05-20T11:40:06.839972Z" | |
| 422 | + } | |
| 423 | + }, | |
| 424 | + "outputs": [], | |
| 425 | + "source": [ | |
| 426 | + "import matplotlib.pylab as plt" | |
| 427 | + ] | |
| 428 | + }, | |
| 429 | + { | |
| 430 | + "cell_type": "code", | |
| 431 | + "execution_count": 44, | |
| 432 | + "id": "859e7ffd", | |
| 433 | + "metadata": { | |
| 434 | + "ExecuteTime": { | |
| 435 | + "end_time": "2022-05-20T11:42:51.522925Z", | |
| 436 | + "start_time": "2022-05-20T11:42:51.515944Z" | |
| 437 | + } | |
| 438 | + }, | |
| 439 | + "outputs": [], | |
| 440 | + "source": [ | |
| 441 | + "plt.rcParams['figure.figsize'] = (10, 5)\n", | |
| 442 | + "plt.rcParams['font.family'] = 'NanumGothic'\n", | |
| 443 | + "plt.rcParams['font.size'] = 17\n", | |
| 444 | + "plt.rcParams['axes.unicode_minus'] = False" | |
| 445 | + ] | |
| 446 | + }, | |
| 447 | + { | |
| 448 | + "cell_type": "code", | |
| 449 | + "execution_count": 45, | |
| 450 | + "id": "32b50802", | |
| 451 | + "metadata": { | |
| 452 | + "ExecuteTime": { | |
| 453 | + "end_time": "2022-05-20T11:42:52.430133Z", | |
| 454 | + "start_time": "2022-05-20T11:42:52.326199Z" | |
| 455 | + } | |
| 456 | + }, | |
| 457 | + "outputs": [ | |
| 458 | + { | |
| 459 | + "data": { | |
| 460 | + "image/png": 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\n", | |
| 461 | + "text/plain": [ | |
| 462 | + "<Figure size 720x360 with 1 Axes>" | |
| 463 | + ] | |
| 464 | + }, | |
| 465 | + "metadata": { | |
| 466 | + "needs_background": "light" | |
| 467 | + }, | |
| 468 | + "output_type": "display_data" | |
| 469 | + } | |
| 470 | + ], | |
| 471 | + "source": [ | |
| 472 | + "fig, ax = plt.subplots(1, 1)\n", | |
| 473 | + "plt.title('yeun sul mun dict raito go')\n", | |
| 474 | + "tdm.plot.bar(ax=ax, rot=45)\n", | |
| 475 | + "plt.ylabel('Raito')\n", | |
| 476 | + "plt.show()" | |
| 477 | + ] | |
| 478 | + }, | |
| 479 | + { | |
| 480 | + "cell_type": "code", | |
| 481 | + "execution_count": 46, | |
| 482 | + "id": "24c2b605", | |
| 483 | + "metadata": { | |
| 484 | + "ExecuteTime": { | |
| 485 | + "end_time": "2022-05-20T11:42:58.670188Z", | |
| 486 | + "start_time": "2022-05-20T11:42:58.651345Z" | |
| 487 | + } | |
| 488 | + }, | |
| 489 | + "outputs": [], | |
| 490 | + "source": [ | |
| 491 | + "from wordcloud import WordCloud\n", | |
| 492 | + "from IPython.display import Image as image" | |
| 493 | + ] | |
| 494 | + }, | |
| 495 | + { | |
| 496 | + "cell_type": "code", | |
| 497 | + "execution_count": 48, | |
| 498 | + "id": "cb21310b", | |
| 499 | + "metadata": { | |
| 500 | + "ExecuteTime": { | |
| 501 | + "end_time": "2022-05-20T11:43:47.516442Z", | |
| 502 | + "start_time": "2022-05-20T11:43:47.054297Z" | |
| 503 | + } | |
| 504 | + }, | |
| 505 | + "outputs": [ | |
| 506 | + { | |
| 507 | + "data": { | |
| 508 | + "image/png": 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\n", | |
| 509 | + "text/plain": [ | |
| 510 | + "<IPython.core.display.Image object>" | |
| 511 | + ] | |
| 512 | + }, | |
| 513 | + "execution_count": 48, | |
| 514 | + "metadata": {}, | |
| 515 | + "output_type": "execute_result" | |
| 516 | + } | |
| 517 | + ], | |
| 518 | + "source": [ | |
| 519 | + "wc = WordCloud(width=600, height=400, scale=1.0, font_path='./assets/NanumMyeongjo.ttf', max_font_size=200, background_color='white')\n", | |
| 520 | + "wc.generate_from_frequencies(count_dict)\n", | |
| 521 | + "wc.to_file('./assets/연설문.png')\n", | |
| 522 | + "image('./assets/연설문.png')" | |
| 523 | + ] | |
| 524 | + }, | |
| 525 | + { | |
| 526 | + "cell_type": "code", | |
| 527 | + "execution_count": 49, | |
| 528 | + "id": "30a73342", | |
| 529 | + "metadata": { | |
| 530 | + "ExecuteTime": { | |
| 531 | + "end_time": "2022-05-20T11:43:52.700405Z", | |
| 532 | + "start_time": "2022-05-20T11:43:52.688400Z" | |
| 533 | + } | |
| 534 | + }, | |
| 535 | + "outputs": [], | |
| 536 | + "source": [ | |
| 537 | + "from PIL import Image" | |
| 538 | + ] | |
| 539 | + }, | |
| 540 | + { | |
| 541 | + "cell_type": "code", | |
| 542 | + "execution_count": 50, | |
| 543 | + "id": "2ed9c1cd", | |
| 544 | + "metadata": { | |
| 545 | + "ExecuteTime": { | |
| 546 | + "end_time": "2022-05-20T11:44:10.259736Z", | |
| 547 | + "start_time": "2022-05-20T11:44:10.242828Z" | |
| 548 | + } | |
| 549 | + }, | |
| 550 | + "outputs": [], | |
| 551 | + "source": [ | |
| 552 | + "img = Image.open('./assets/maskImage.png')" | |
| 553 | + ] | |
| 554 | + }, | |
| 555 | + { | |
| 556 | + "cell_type": "code", | |
| 557 | + "execution_count": 51, | |
| 558 | + "id": "a80439d1", | |
| 559 | + "metadata": { | |
| 560 | + "ExecuteTime": { | |
| 561 | + "end_time": "2022-05-20T11:44:12.050069Z", | |
| 562 | + "start_time": "2022-05-20T11:44:12.026049Z" | |
| 563 | + } | |
| 564 | + }, | |
| 565 | + "outputs": [ | |
| 566 | + { | |
| 567 | + "data": { | |
| 568 | + "image/png": "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\n", | |
| 569 | + "text/plain": [ | |
| 570 | + "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=539x430 at 0x191ED2DD6D0>" | |
| 571 | + ] | |
| 572 | + }, | |
| 573 | + "execution_count": 51, | |
| 574 | + "metadata": {}, | |
| 575 | + "output_type": "execute_result" | |
| 576 | + } | |
| 577 | + ], | |
| 578 | + "source": [ | |
| 579 | + "img" | |
| 580 | + ] | |
| 581 | + }, | |
| 582 | + { | |
| 583 | + "cell_type": "code", | |
| 584 | + "execution_count": 52, | |
| 585 | + "id": "a03814c0", | |
| 586 | + "metadata": { | |
| 587 | + "ExecuteTime": { | |
| 588 | + "end_time": "2022-05-20T11:44:22.400064Z", | |
| 589 | + "start_time": "2022-05-20T11:44:22.392083Z" | |
| 590 | + } | |
| 591 | + }, | |
| 592 | + "outputs": [], | |
| 593 | + "source": [ | |
| 594 | + "img_array = np.array(img)" | |
| 595 | + ] | |
| 596 | + }, | |
| 597 | + { | |
| 598 | + "cell_type": "code", | |
| 599 | + "execution_count": 53, | |
| 600 | + "id": "5e49f42c", | |
| 601 | + "metadata": { | |
| 602 | + "ExecuteTime": { | |
| 603 | + "end_time": "2022-05-20T11:44:24.975133Z", | |
| 604 | + "start_time": "2022-05-20T11:44:24.967163Z" | |
| 605 | + }, | |
| 606 | + "scrolled": true | |
| 607 | + }, | |
| 608 | + "outputs": [ | |
| 609 | + { | |
| 610 | + "data": { | |
| 611 | + "text/plain": [ | |
| 612 | + "array([[[255, 255, 255],\n", | |
| 613 | + " [255, 255, 255],\n", | |
| 614 | + " [255, 255, 255],\n", | |
| 615 | + " ...,\n", | |
| 616 | + " [255, 255, 255],\n", | |
| 617 | + " [255, 255, 255],\n", | |
| 618 | + " [255, 255, 255]],\n", | |
| 619 | + "\n", | |
| 620 | + " [[255, 255, 255],\n", | |
| 621 | + " [255, 255, 255],\n", | |
| 622 | + " [255, 255, 255],\n", | |
| 623 | + " ...,\n", | |
| 624 | + " [255, 255, 255],\n", | |
| 625 | + " [255, 255, 255],\n", | |
| 626 | + " [255, 255, 255]],\n", | |
| 627 | + "\n", | |
| 628 | + " [[255, 255, 255],\n", | |
| 629 | + " [255, 255, 255],\n", | |
| 630 | + " [255, 255, 255],\n", | |
| 631 | + " ...,\n", | |
| 632 | + " [255, 255, 255],\n", | |
| 633 | + " [255, 255, 255],\n", | |
| 634 | + " [255, 255, 255]],\n", | |
| 635 | + "\n", | |
| 636 | + " ...,\n", | |
| 637 | + "\n", | |
| 638 | + " [[255, 255, 255],\n", | |
| 639 | + " [255, 255, 255],\n", | |
| 640 | + " [255, 255, 255],\n", | |
| 641 | + " ...,\n", | |
| 642 | + " [255, 255, 255],\n", | |
| 643 | + " [255, 255, 255],\n", | |
| 644 | + " [255, 255, 255]],\n", | |
| 645 | + "\n", | |
| 646 | + " [[255, 255, 255],\n", | |
| 647 | + " [255, 255, 255],\n", | |
| 648 | + " [255, 255, 255],\n", | |
| 649 | + " ...,\n", | |
| 650 | + " [255, 255, 255],\n", | |
| 651 | + " [255, 255, 255],\n", | |
| 652 | + " [255, 255, 255]],\n", | |
| 653 | + "\n", | |
| 654 | + " [[255, 255, 255],\n", | |
| 655 | + " [255, 255, 255],\n", | |
| 656 | + " [255, 255, 255],\n", | |
| 657 | + " ...,\n", | |
| 658 | + " [255, 255, 255],\n", | |
| 659 | + " [255, 255, 255],\n", | |
| 660 | + " [255, 255, 255]]], dtype=uint8)" | |
| 661 | + ] | |
| 662 | + }, | |
| 663 | + "execution_count": 53, | |
| 664 | + "metadata": {}, | |
| 665 | + "output_type": "execute_result" | |
| 666 | + } | |
| 667 | + ], | |
| 668 | + "source": [ | |
| 669 | + "img_array" | |
| 670 | + ] | |
| 671 | + }, | |
| 672 | + { | |
| 673 | + "cell_type": "code", | |
| 674 | + "execution_count": 54, | |
| 675 | + "id": "47fb2eca", | |
| 676 | + "metadata": { | |
| 677 | + "ExecuteTime": { | |
| 678 | + "end_time": "2022-05-20T11:44:29.986327Z", | |
| 679 | + "start_time": "2022-05-20T11:44:29.976781Z" | |
| 680 | + } | |
| 681 | + }, | |
| 682 | + "outputs": [], | |
| 683 | + "source": [ | |
| 684 | + "wc = WordCloud(font_path='NanumGothic.ttf', scale=1.0, max_font_size=250, mask=img_array, background_color='#ffffff')" | |
| 685 | + ] | |
| 686 | + }, | |
| 687 | + { | |
| 688 | + "cell_type": "code", | |
| 689 | + "execution_count": 55, | |
| 690 | + "id": "04abc2f1", | |
| 691 | + "metadata": { | |
| 692 | + "ExecuteTime": { | |
| 693 | + "end_time": "2022-05-20T11:44:33.882057Z", | |
| 694 | + "start_time": "2022-05-20T11:44:33.317603Z" | |
| 695 | + } | |
| 696 | + }, | |
| 697 | + "outputs": [], | |
| 698 | + "source": [ | |
| 699 | + "gen = wc.generate_from_frequencies(count_dict)" | |
| 700 | + ] | |
| 701 | + }, | |
| 702 | + { | |
| 703 | + "cell_type": "code", | |
| 704 | + "execution_count": 56, | |
| 705 | + "id": "b0a8b363", | |
| 706 | + "metadata": { | |
| 707 | + "ExecuteTime": { | |
| 708 | + "end_time": "2022-05-20T11:44:36.252231Z", | |
| 709 | + "start_time": "2022-05-20T11:44:35.962130Z" | |
| 710 | + } | |
| 711 | + }, | |
| 712 | + "outputs": [ | |
| 713 | + { | |
| 714 | + "data": { | |
| 715 | + "text/plain": [ | |
| 716 | + "<matplotlib.image.AxesImage at 0x191ecfedac0>" | |
| 717 | + ] | |
| 718 | + }, | |
| 719 | + "execution_count": 56, | |
| 720 | + "metadata": {}, | |
| 721 | + "output_type": "execute_result" | |
| 722 | + }, | |
| 723 | + { | |
| 724 | + "data": { | |
| 725 | + "image/png": 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\n", | |
| 726 | + "text/plain": [ | |
| 727 | + "<Figure size 720x360 with 1 Axes>" | |
| 728 | + ] | |
| 729 | + }, | |
| 730 | + "metadata": { | |
| 731 | + "needs_background": "light" | |
| 732 | + }, | |
| 733 | + "output_type": "display_data" | |
| 734 | + } | |
| 735 | + ], | |
| 736 | + "source": [ | |
| 737 | + "plt.figure()\n", | |
| 738 | + "plt.imshow(gen)" | |
| 739 | + ] | |
| 740 | + }, | |
| 741 | + { | |
| 742 | + "cell_type": "code", | |
| 743 | + "execution_count": null, | |
| 744 | + "id": "e8698f3a", | |
| 745 | + "metadata": {}, | |
| 746 | + "outputs": [], | |
| 747 | + "source": [] | |
| 748 | + } | |
| 749 | + ], | |
| 750 | + "metadata": { | |
| 751 | + "kernelspec": { | |
| 752 | + "display_name": "Python 3 (ipykernel)", | |
| 753 | + "language": "python", | |
| 754 | + "name": "python3" | |
| 755 | + }, | |
| 756 | + "language_info": { | |
| 757 | + "codemirror_mode": { | |
| 758 | + "name": "ipython", | |
| 759 | + "version": 3 | |
| 760 | + }, | |
| 761 | + "file_extension": ".py", | |
| 762 | + "mimetype": "text/x-python", | |
| 763 | + "name": "python", | |
| 764 | + "nbconvert_exporter": "python", | |
| 765 | + "pygments_lexer": "ipython3", | |
| 766 | + "version": "3.9.12" | |
| 767 | + }, | |
| 768 | + "toc": { | |
| 769 | + "base_numbering": 1, | |
| 770 | + "nav_menu": {}, | |
| 771 | + "number_sections": true, | |
| 772 | + "sideBar": true, | |
| 773 | + "skip_h1_title": false, | |
| 774 | + "title_cell": "Table of Contents", | |
| 775 | + "title_sidebar": "Contents", | |
| 776 | + "toc_cell": false, | |
| 777 | + "toc_position": {}, | |
| 778 | + "toc_section_display": true, | |
| 779 | + "toc_window_display": false | |
| 780 | + }, | |
| 781 | + "varInspector": { | |
| 782 | + "cols": { | |
| 783 | + "lenName": 16, | |
| 784 | + "lenType": 16, | |
| 785 | + "lenVar": 40 | |
| 786 | + }, | |
| 787 | + "kernels_config": { | |
| 788 | + "python": { | |
| 789 | + "delete_cmd_postfix": "", | |
| 790 | + "delete_cmd_prefix": "del ", | |
| 791 | + "library": "var_list.py", | |
| 792 | + "varRefreshCmd": "print(var_dic_list())" | |
| 793 | + }, | |
| 794 | + "r": { | |
| 795 | + "delete_cmd_postfix": ") ", | |
| 796 | + "delete_cmd_prefix": "rm(", | |
| 797 | + "library": "var_list.r", | |
| 798 | + "varRefreshCmd": "cat(var_dic_list()) " | |
| 799 | + } | |
| 800 | + }, | |
| 801 | + "types_to_exclude": [ | |
| 802 | + "module", | |
| 803 | + "function", | |
| 804 | + "builtin_function_or_method", | |
| 805 | + "instance", | |
| 806 | + "_Feature" | |
| 807 | + ], | |
| 808 | + "window_display": false | |
| 809 | + } | |
| 810 | + }, | |
| 811 | + "nbformat": 4, | |
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+++ 20220523/.ipynb_checkpoints/Untitled-checkpoint.ipynb
... | ... | @@ -0,0 +1,342 @@ |
| 1 | +{ | |
| 2 | + "cells": [ | |
| 3 | + { | |
| 4 | + "cell_type": "code", | |
| 5 | + "execution_count": 3, | |
| 6 | + "id": "db15e6b0", | |
| 7 | + "metadata": {}, | |
| 8 | + "outputs": [], | |
| 9 | + "source": [ | |
| 10 | + "import pandas as pd\n", | |
| 11 | + "import numpy as np" | |
| 12 | + ] | |
| 13 | + }, | |
| 14 | + { | |
| 15 | + "cell_type": "code", | |
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| 17 | + "id": "b8c06531", | |
| 18 | + "metadata": {}, | |
| 19 | + "outputs": [], | |
| 20 | + "source": [ | |
| 21 | + "df1 = pd.DataFrame({\n", | |
| 22 | + " 'A':['A0', 'A1', 'A2', 'A3'], \n", | |
| 23 | + " 'B':['B0', 'B1', 'B2', 'B3'],\n", | |
| 24 | + " 'C':['C0', 'C1', 'C2', 'C3']\n", | |
| 25 | + "})" | |
| 26 | + ] | |
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| 200 | + "id": "67b45e7f", | |
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| 204 | + "df3 = pd.DataFrame({\n", | |
| 205 | + " 'A':['A8', 'A9', 'A10', 'A11'],\n", | |
| 206 | + " 'B':['B8', 'B9', 'B10', 'B11'],\n", | |
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+++ 20220523/Untitled.ipynb
... | ... | @@ -0,0 +1,342 @@ |
| 1 | +{ | |
| 2 | + "cells": [ | |
| 3 | + { | |
| 4 | + "cell_type": "code", | |
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| 6 | + "id": "db15e6b0", | |
| 7 | + "metadata": {}, | |
| 8 | + "outputs": [], | |
| 9 | + "source": [ | |
| 10 | + "import pandas as pd\n", | |
| 11 | + "import numpy as np" | |
| 12 | + ] | |
| 13 | + }, | |
| 14 | + { | |
| 15 | + "cell_type": "code", | |
| 16 | + "execution_count": 4, | |
| 17 | + "id": "b8c06531", | |
| 18 | + "metadata": {}, | |
| 19 | + "outputs": [], | |
| 20 | + "source": [ | |
| 21 | + "df1 = pd.DataFrame({\n", | |
| 22 | + " 'A':['A0', 'A1', 'A2', 'A3'], \n", | |
| 23 | + " 'B':['B0', 'B1', 'B2', 'B3'],\n", | |
| 24 | + " 'C':['C0', 'C1', 'C2', 'C3']\n", | |
| 25 | + "})" | |
| 26 | + ] | |
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| 31 | + "id": "ddffffb2", | |
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| 113 | + "df2 = pd.DataFrame({\n", | |
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| 186 | + ] | |
| 187 | + }, | |
| 188 | + "execution_count": 9, | |
| 189 | + "metadata": {}, | |
| 190 | + "output_type": "execute_result" | |
| 191 | + } | |
| 192 | + ], | |
| 193 | + "source": [ | |
| 194 | + "df2" | |
| 195 | + ] | |
| 196 | + }, | |
| 197 | + { | |
| 198 | + "cell_type": "code", | |
| 199 | + "execution_count": 11, | |
| 200 | + "id": "67b45e7f", | |
| 201 | + "metadata": {}, | |
| 202 | + "outputs": [], | |
| 203 | + "source": [ | |
| 204 | + "df3 = pd.DataFrame({\n", | |
| 205 | + " 'A':['A8', 'A9', 'A10', 'A11'],\n", | |
| 206 | + " 'B':['B8', 'B9', 'B10', 'B11'],\n", | |
| 207 | + " 'C':['C8', 'C9', 'C10', 'C11']}, index=(8, 9, 10, 11))" | |
| 208 | + ] | |
| 209 | + }, | |
| 210 | + { | |
| 211 | + "cell_type": "code", | |
| 212 | + "execution_count": 12, | |
| 213 | + "id": "5b9fa540", | |
| 214 | + "metadata": {}, | |
| 215 | + "outputs": [ | |
| 216 | + { | |
| 217 | + "data": { | |
| 218 | + "text/html": [ | |
| 219 | + "<div>\n", | |
| 220 | + "<style scoped>\n", | |
| 221 | + " .dataframe tbody tr th:only-of-type {\n", | |
| 222 | + " vertical-align: middle;\n", | |
| 223 | + " }\n", | |
| 224 | + "\n", | |
| 225 | + " .dataframe tbody tr th {\n", | |
| 226 | + " vertical-align: top;\n", | |
| 227 | + " }\n", | |
| 228 | + "\n", | |
| 229 | + " .dataframe thead th {\n", | |
| 230 | + " text-align: right;\n", | |
| 231 | + " }\n", | |
| 232 | + "</style>\n", | |
| 233 | + "<table border=\"1\" class=\"dataframe\">\n", | |
| 234 | + " <thead>\n", | |
| 235 | + " <tr style=\"text-align: right;\">\n", | |
| 236 | + " <th></th>\n", | |
| 237 | + " <th>A</th>\n", | |
| 238 | + " <th>B</th>\n", | |
| 239 | + " <th>C</th>\n", | |
| 240 | + " </tr>\n", | |
| 241 | + " </thead>\n", | |
| 242 | + " <tbody>\n", | |
| 243 | + " <tr>\n", | |
| 244 | + " <th>8</th>\n", | |
| 245 | + " <td>A8</td>\n", | |
| 246 | + " <td>B8</td>\n", | |
| 247 | + " <td>C8</td>\n", | |
| 248 | + " </tr>\n", | |
| 249 | + " <tr>\n", | |
| 250 | + " <th>9</th>\n", | |
| 251 | + " <td>A9</td>\n", | |
| 252 | + " <td>B9</td>\n", | |
| 253 | + " <td>C9</td>\n", | |
| 254 | + " </tr>\n", | |
| 255 | + " <tr>\n", | |
| 256 | + " <th>10</th>\n", | |
| 257 | + " <td>A10</td>\n", | |
| 258 | + " <td>B10</td>\n", | |
| 259 | + " <td>C10</td>\n", | |
| 260 | + " </tr>\n", | |
| 261 | + " <tr>\n", | |
| 262 | + " <th>11</th>\n", | |
| 263 | + " <td>A11</td>\n", | |
| 264 | + " <td>B11</td>\n", | |
| 265 | + " <td>C11</td>\n", | |
| 266 | + " </tr>\n", | |
| 267 | + " </tbody>\n", | |
| 268 | + "</table>\n", | |
| 269 | + "</div>" | |
| 270 | + ], | |
| 271 | + "text/plain": [ | |
| 272 | + " A B C\n", | |
| 273 | + "8 A8 B8 C8\n", | |
| 274 | + "9 A9 B9 C9\n", | |
| 275 | + "10 A10 B10 C10\n", | |
| 276 | + "11 A11 B11 C11" | |
| 277 | + ] | |
| 278 | + }, | |
| 279 | + "execution_count": 12, | |
| 280 | + "metadata": {}, | |
| 281 | + "output_type": "execute_result" | |
| 282 | + } | |
| 283 | + ], | |
| 284 | + "source": [ | |
| 285 | + "df3" | |
| 286 | + ] | |
| 287 | + }, | |
| 288 | + { | |
| 289 | + "cell_type": "code", | |
| 290 | + "execution_count": null, | |
| 291 | + "id": "f41bb709", | |
| 292 | + "metadata": {}, | |
| 293 | + "outputs": [], | |
| 294 | + "source": [] | |
| 295 | + }, | |
| 296 | + { | |
| 297 | + "cell_type": "code", | |
| 298 | + "execution_count": null, | |
| 299 | + "id": "7950586b", | |
| 300 | + "metadata": {}, | |
| 301 | + "outputs": [], | |
| 302 | + "source": [] | |
| 303 | + }, | |
| 304 | + { | |
| 305 | + "cell_type": "code", | |
| 306 | + "execution_count": null, | |
| 307 | + "id": "35a3b4ba", | |
| 308 | + "metadata": {}, | |
| 309 | + "outputs": [], | |
| 310 | + "source": [] | |
| 311 | + }, | |
| 312 | + { | |
| 313 | + "cell_type": "code", | |
| 314 | + "execution_count": null, | |
| 315 | + "id": "5424e7b4", | |
| 316 | + "metadata": {}, | |
| 317 | + "outputs": [], | |
| 318 | + "source": [] | |
| 319 | + } | |
| 320 | + ], | |
| 321 | + "metadata": { | |
| 322 | + "kernelspec": { | |
| 323 | + "display_name": "Python 3 (ipykernel)", | |
| 324 | + "language": "python", | |
| 325 | + "name": "python3" | |
| 326 | + }, | |
| 327 | + "language_info": { | |
| 328 | + "codemirror_mode": { | |
| 329 | + "name": "ipython", | |
| 330 | + "version": 3 | |
| 331 | + }, | |
| 332 | + "file_extension": ".py", | |
| 333 | + "mimetype": "text/x-python", | |
| 334 | + "name": "python", | |
| 335 | + "nbconvert_exporter": "python", | |
| 336 | + "pygments_lexer": "ipython3", | |
| 337 | + "version": "3.9.7" | |
| 338 | + } | |
| 339 | + }, | |
| 340 | + "nbformat": 4, | |
| 341 | + "nbformat_minor": 5 | |
| 342 | +} |
+++ 과제/.ipynb_checkpoints/연설문-checkpoint.ipynb
... | ... | @@ -0,0 +1,516 @@ |
| 1 | +{ | |
| 2 | + "cells": [ | |
| 3 | + { | |
| 4 | + "cell_type": "code", | |
| 5 | + "execution_count": 1, | |
| 6 | + "id": "cdb21c93", | |
| 7 | + "metadata": { | |
| 8 | + "ExecuteTime": { | |
| 9 | + "end_time": "2022-05-20T11:21:59.800331Z", | |
| 10 | + "start_time": "2022-05-20T11:21:59.536141Z" | |
| 11 | + } | |
| 12 | + }, | |
| 13 | + "outputs": [], | |
| 14 | + "source": [ | |
| 15 | + "import pandas as pd\n", | |
| 16 | + "import numpy as np" | |
| 17 | + ] | |
| 18 | + }, | |
| 19 | + { | |
| 20 | + "cell_type": "code", | |
| 21 | + "execution_count": 2, | |
| 22 | + "id": "49353965", | |
| 23 | + "metadata": { | |
| 24 | + "ExecuteTime": { | |
| 25 | + "end_time": "2022-05-20T11:22:41.121989Z", | |
| 26 | + "start_time": "2022-05-20T11:22:41.067307Z" | |
| 27 | + } | |
| 28 | + }, | |
| 29 | + "outputs": [], | |
| 30 | + "source": [ | |
| 31 | + "df = pd.read_table('./assets/연설문.txt', engine='python', encoding='cp949', header=None)" | |
| 32 | + ] | |
| 33 | + }, | |
| 34 | + { | |
| 35 | + "cell_type": "code", | |
| 36 | + "execution_count": 4, | |
| 37 | + "id": "4c77dacb", | |
| 38 | + "metadata": { | |
| 39 | + "ExecuteTime": { | |
| 40 | + "end_time": "2022-05-20T11:22:47.783121Z", | |
| 41 | + "start_time": "2022-05-20T11:22:47.770589Z" | |
| 42 | + } | |
| 43 | + }, | |
| 44 | + "outputs": [], | |
| 45 | + "source": [ | |
| 46 | + "text = ''\n", | |
| 47 | + "for review in df[0]:\n", | |
| 48 | + " text += review + ' '" | |
| 49 | + ] | |
| 50 | + }, | |
| 51 | + { | |
| 52 | + "cell_type": "code", | |
| 53 | + "execution_count": 6, | |
| 54 | + "id": "26ae5bb5", | |
| 55 | + "metadata": { | |
| 56 | + "ExecuteTime": { | |
| 57 | + "end_time": "2022-05-20T11:22:57.710219Z", | |
| 58 | + "start_time": "2022-05-20T11:22:57.707227Z" | |
| 59 | + } | |
| 60 | + }, | |
| 61 | + "outputs": [], | |
| 62 | + "source": [ | |
| 63 | + "special = {'.', '~', '♡', '!', '?', '♥', ',', '=', ';', ':', '%', '+', '-', ')', '()', '\"', 'ㅜ', 'ㅠ', '/', 'ㅇ'}" | |
| 64 | + ] | |
| 65 | + }, | |
| 66 | + { | |
| 67 | + "cell_type": "code", | |
| 68 | + "execution_count": 7, | |
| 69 | + "id": "3007aaa7", | |
| 70 | + "metadata": { | |
| 71 | + "ExecuteTime": { | |
| 72 | + "end_time": "2022-05-20T11:23:00.388311Z", | |
| 73 | + "start_time": "2022-05-20T11:23:00.384322Z" | |
| 74 | + } | |
| 75 | + }, | |
| 76 | + "outputs": [], | |
| 77 | + "source": [ | |
| 78 | + "nums = []\n", | |
| 79 | + "for i in range(10):\n", | |
| 80 | + " nums.append(str(i))" | |
| 81 | + ] | |
| 82 | + }, | |
| 83 | + { | |
| 84 | + "cell_type": "code", | |
| 85 | + "execution_count": 8, | |
| 86 | + "id": "d1e2bd17", | |
| 87 | + "metadata": { | |
| 88 | + "ExecuteTime": { | |
| 89 | + "end_time": "2022-05-20T11:23:03.388247Z", | |
| 90 | + "start_time": "2022-05-20T11:23:03.376279Z" | |
| 91 | + } | |
| 92 | + }, | |
| 93 | + "outputs": [], | |
| 94 | + "source": [ | |
| 95 | + "import re" | |
| 96 | + ] | |
| 97 | + }, | |
| 98 | + { | |
| 99 | + "cell_type": "code", | |
| 100 | + "execution_count": 9, | |
| 101 | + "id": "8637df94", | |
| 102 | + "metadata": { | |
| 103 | + "ExecuteTime": { | |
| 104 | + "end_time": "2022-05-20T11:23:05.904311Z", | |
| 105 | + "start_time": "2022-05-20T11:23:05.888435Z" | |
| 106 | + } | |
| 107 | + }, | |
| 108 | + "outputs": [], | |
| 109 | + "source": [ | |
| 110 | + "text = re.sub('[^A-Za-z가-힣\\\\s]', '', text)" | |
| 111 | + ] | |
| 112 | + }, | |
| 113 | + { | |
| 114 | + "cell_type": "code", | |
| 115 | + "execution_count": 11, | |
| 116 | + "id": "848b783a", | |
| 117 | + "metadata": { | |
| 118 | + "ExecuteTime": { | |
| 119 | + "end_time": "2022-05-20T11:23:31.473028Z", | |
| 120 | + "start_time": "2022-05-20T11:23:31.460061Z" | |
| 121 | + } | |
| 122 | + }, | |
| 123 | + "outputs": [], | |
| 124 | + "source": [ | |
| 125 | + "with open('./assets/연설문_최종.txt', 'w', encoding='euc-kr') as f:\n", | |
| 126 | + " f.write(text)" | |
| 127 | + ] | |
| 128 | + }, | |
| 129 | + { | |
| 130 | + "cell_type": "code", | |
| 131 | + "execution_count": 12, | |
| 132 | + "id": "92f5d6c5", | |
| 133 | + "metadata": { | |
| 134 | + "ExecuteTime": { | |
| 135 | + "end_time": "2022-05-20T11:39:54.006147Z", | |
| 136 | + "start_time": "2022-05-20T11:39:53.993128Z" | |
| 137 | + } | |
| 138 | + }, | |
| 139 | + "outputs": [], | |
| 140 | + "source": [ | |
| 141 | + "from collections import Counter\n", | |
| 142 | + "from konlpy.tag import Okt" | |
| 143 | + ] | |
| 144 | + }, | |
| 145 | + { | |
| 146 | + "cell_type": "code", | |
| 147 | + "execution_count": 13, | |
| 148 | + "id": "3b2a4e78", | |
| 149 | + "metadata": { | |
| 150 | + "ExecuteTime": { | |
| 151 | + "end_time": "2022-05-20T11:39:56.681055Z", | |
| 152 | + "start_time": "2022-05-20T11:39:56.665492Z" | |
| 153 | + } | |
| 154 | + }, | |
| 155 | + "outputs": [], | |
| 156 | + "source": [ | |
| 157 | + "nlp = Okt()" | |
| 158 | + ] | |
| 159 | + }, | |
| 160 | + { | |
| 161 | + "cell_type": "code", | |
| 162 | + "execution_count": 14, | |
| 163 | + "id": "3cff88ea", | |
| 164 | + "metadata": { | |
| 165 | + "ExecuteTime": { | |
| 166 | + "end_time": "2022-05-20T11:39:58.946548Z", | |
| 167 | + "start_time": "2022-05-20T11:39:58.855336Z" | |
| 168 | + } | |
| 169 | + }, | |
| 170 | + "outputs": [], | |
| 171 | + "source": [ | |
| 172 | + "nouns = nlp.nouns(text)\n", | |
| 173 | + "count_dict = Counter(nouns)" | |
| 174 | + ] | |
| 175 | + }, | |
| 176 | + { | |
| 177 | + "cell_type": "code", | |
| 178 | + "execution_count": 15, | |
| 179 | + "id": "beb82cf6", | |
| 180 | + "metadata": {}, | |
| 181 | + "outputs": [], | |
| 182 | + "source": [ | |
| 183 | + "dictionary = ''\n", | |
| 184 | + "for s in range(10):\n", | |
| 185 | + " dictionary += count_dict.most_common(10)[s][0] + '\\n'" | |
| 186 | + ] | |
| 187 | + }, | |
| 188 | + { | |
| 189 | + "cell_type": "code", | |
| 190 | + "execution_count": 16, | |
| 191 | + "id": "1cac3510", | |
| 192 | + "metadata": {}, | |
| 193 | + "outputs": [], | |
| 194 | + "source": [ | |
| 195 | + "with open('./assets/연설문dict.txt', 'w', encoding='euc-kr') as f:\n", | |
| 196 | + " f.write(dictionary)" | |
| 197 | + ] | |
| 198 | + }, | |
| 199 | + { | |
| 200 | + "cell_type": "code", | |
| 201 | + "execution_count": 17, | |
| 202 | + "id": "24b93aed", | |
| 203 | + "metadata": {}, | |
| 204 | + "outputs": [], | |
| 205 | + "source": [ | |
| 206 | + "with open('./assets/연설문dict.txt', encoding='euc-kr') as f:\n", | |
| 207 | + " terms = f.read().split('\\n')[:-1]" | |
| 208 | + ] | |
| 209 | + }, | |
| 210 | + { | |
| 211 | + "cell_type": "code", | |
| 212 | + "execution_count": 18, | |
| 213 | + "id": "a863ca8c", | |
| 214 | + "metadata": { | |
| 215 | + "ExecuteTime": { | |
| 216 | + "end_time": "2022-05-20T11:40:01.100509Z", | |
| 217 | + "start_time": "2022-05-20T11:40:01.087223Z" | |
| 218 | + } | |
| 219 | + }, | |
| 220 | + "outputs": [], | |
| 221 | + "source": [ | |
| 222 | + "freq = []\n", | |
| 223 | + "for term in terms:\n", | |
| 224 | + " freq.append(count_dict[term])" | |
| 225 | + ] | |
| 226 | + }, | |
| 227 | + { | |
| 228 | + "cell_type": "code", | |
| 229 | + "execution_count": 19, | |
| 230 | + "id": "6fcfd460", | |
| 231 | + "metadata": { | |
| 232 | + "ExecuteTime": { | |
| 233 | + "end_time": "2022-05-20T11:40:03.750163Z", | |
| 234 | + "start_time": "2022-05-20T11:40:03.745176Z" | |
| 235 | + } | |
| 236 | + }, | |
| 237 | + "outputs": [], | |
| 238 | + "source": [ | |
| 239 | + "tdm = pd.DataFrame({'term':terms, 'freq':freq}).set_index('term').sort_values(by='freq', ascending=False)" | |
| 240 | + ] | |
| 241 | + }, | |
| 242 | + { | |
| 243 | + "cell_type": "code", | |
| 244 | + "execution_count": 21, | |
| 245 | + "id": "1c111d8e", | |
| 246 | + "metadata": { | |
| 247 | + "ExecuteTime": { | |
| 248 | + "end_time": "2022-05-20T11:40:07.402226Z", | |
| 249 | + "start_time": "2022-05-20T11:40:06.839972Z" | |
| 250 | + } | |
| 251 | + }, | |
| 252 | + "outputs": [], | |
| 253 | + "source": [ | |
| 254 | + "import matplotlib.pylab as plt" | |
| 255 | + ] | |
| 256 | + }, | |
| 257 | + { | |
| 258 | + "cell_type": "code", | |
| 259 | + "execution_count": 22, | |
| 260 | + "id": "859e7ffd", | |
| 261 | + "metadata": { | |
| 262 | + "ExecuteTime": { | |
| 263 | + "end_time": "2022-05-20T11:42:51.522925Z", | |
| 264 | + "start_time": "2022-05-20T11:42:51.515944Z" | |
| 265 | + } | |
| 266 | + }, | |
| 267 | + "outputs": [], | |
| 268 | + "source": [ | |
| 269 | + "plt.rcParams['figure.figsize'] = (10, 5)\n", | |
| 270 | + "plt.rcParams['font.family'] = 'gulim'\n", | |
| 271 | + "plt.rcParams['font.size'] = 17\n", | |
| 272 | + "plt.rcParams['axes.unicode_minus'] = False" | |
| 273 | + ] | |
| 274 | + }, | |
| 275 | + { | |
| 276 | + "cell_type": "code", | |
| 277 | + "execution_count": 23, | |
| 278 | + "id": "32b50802", | |
| 279 | + "metadata": { | |
| 280 | + "ExecuteTime": { | |
| 281 | + "end_time": "2022-05-20T11:42:52.430133Z", | |
| 282 | + "start_time": "2022-05-20T11:42:52.326199Z" | |
| 283 | + }, | |
| 284 | + "collapsed": true | |
| 285 | + }, | |
| 286 | + "outputs": [ | |
| 287 | + { | |
| 288 | + "data": { | |
| 289 | + "image/png": 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\n", | |
| 290 | + "text/plain": [ | |
| 291 | + "<Figure size 720x360 with 1 Axes>" | |
| 292 | + ] | |
| 293 | + }, | |
| 294 | + "metadata": { | |
| 295 | + "needs_background": "light" | |
| 296 | + }, | |
| 297 | + "output_type": "display_data" | |
| 298 | + } | |
| 299 | + ], | |
| 300 | + "source": [ | |
| 301 | + "fig, ax = plt.subplots(1, 1)\n", | |
| 302 | + "plt.title('연설문 단어 비율')\n", | |
| 303 | + "tdm.plot.bar(ax=ax, rot=45)\n", | |
| 304 | + "plt.ylabel('Raito')\n", | |
| 305 | + "plt.show()" | |
| 306 | + ] | |
| 307 | + }, | |
| 308 | + { | |
| 309 | + "cell_type": "code", | |
| 310 | + "execution_count": 38, | |
| 311 | + "id": "24c2b605", | |
| 312 | + "metadata": { | |
| 313 | + "ExecuteTime": { | |
| 314 | + "end_time": "2022-05-20T11:42:58.670188Z", | |
| 315 | + "start_time": "2022-05-20T11:42:58.651345Z" | |
| 316 | + } | |
| 317 | + }, | |
| 318 | + "outputs": [], | |
| 319 | + "source": [ | |
| 320 | + "from wordcloud import WordCloud\n", | |
| 321 | + "from IPython.display import Image as image\n", | |
| 322 | + "from PIL import Image" | |
| 323 | + ] | |
| 324 | + }, | |
| 325 | + { | |
| 326 | + "cell_type": "code", | |
| 327 | + "execution_count": 25, | |
| 328 | + "id": "cb21310b", | |
| 329 | + "metadata": { | |
| 330 | + "ExecuteTime": { | |
| 331 | + "end_time": "2022-05-20T11:43:47.516442Z", | |
| 332 | + "start_time": "2022-05-20T11:43:47.054297Z" | |
| 333 | + }, | |
| 334 | + "collapsed": true | |
| 335 | + }, | |
| 336 | + "outputs": [ | |
| 337 | + { | |
| 338 | + "data": { | |
| 339 | + "image/png": 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\n", | |
| 340 | + "text/plain": [ | |
| 341 | + "<IPython.core.display.Image object>" | |
| 342 | + ] | |
| 343 | + }, | |
| 344 | + "execution_count": 25, | |
| 345 | + "metadata": {}, | |
| 346 | + "output_type": "execute_result" | |
| 347 | + } | |
| 348 | + ], | |
| 349 | + "source": [ | |
| 350 | + "wc = WordCloud(width=600, height=400, scale=1.0, font_path='./assets/NanumMyeongjo.ttf', max_font_size=200, background_color='white')\n", | |
| 351 | + "wc.generate_from_frequencies(count_dict)\n", | |
| 352 | + "wc.to_file('./assets/연설문.png')\n", | |
| 353 | + "image('./assets/연설문.png')" | |
| 354 | + ] | |
| 355 | + }, | |
| 356 | + { | |
| 357 | + "cell_type": "code", | |
| 358 | + "execution_count": 34, | |
| 359 | + "id": "2ed9c1cd", | |
| 360 | + "metadata": { | |
| 361 | + "ExecuteTime": { | |
| 362 | + "end_time": "2022-05-20T11:44:10.259736Z", | |
| 363 | + "start_time": "2022-05-20T11:44:10.242828Z" | |
| 364 | + } | |
| 365 | + }, | |
| 366 | + "outputs": [], | |
| 367 | + "source": [ | |
| 368 | + "img = Image.open('./assets/maskImage.png')\n", | |
| 369 | + "img_array = np.array(img)" | |
| 370 | + ] | |
| 371 | + }, | |
| 372 | + { | |
| 373 | + "cell_type": "code", | |
| 374 | + "execution_count": 39, | |
| 375 | + "id": "47fb2eca", | |
| 376 | + "metadata": { | |
| 377 | + "ExecuteTime": { | |
| 378 | + "end_time": "2022-05-20T11:44:29.986327Z", | |
| 379 | + "start_time": "2022-05-20T11:44:29.976781Z" | |
| 380 | + } | |
| 381 | + }, | |
| 382 | + "outputs": [], | |
| 383 | + "source": [ | |
| 384 | + "wc = WordCloud(font_path='NanumGothic.ttf', scale=1.0, max_font_size=250, mask=img_array, background_color='#ffffff')\n", | |
| 385 | + "gen = wc.generate_from_frequencies(count_dict)" | |
| 386 | + ] | |
| 387 | + }, | |
| 388 | + { | |
| 389 | + "cell_type": "code", | |
| 390 | + "execution_count": 40, | |
| 391 | + "id": "b0a8b363", | |
| 392 | + "metadata": { | |
| 393 | + "ExecuteTime": { | |
| 394 | + "end_time": "2022-05-20T11:44:36.252231Z", | |
| 395 | + "start_time": "2022-05-20T11:44:35.962130Z" | |
| 396 | + }, | |
| 397 | + "collapsed": true | |
| 398 | + }, | |
| 399 | + "outputs": [ | |
| 400 | + { | |
| 401 | + "data": { | |
| 402 | + "text/plain": [ | |
| 403 | + "<matplotlib.image.AxesImage at 0x179ab13b5b0>" | |
| 404 | + ] | |
| 405 | + }, | |
| 406 | + "execution_count": 40, | |
| 407 | + "metadata": {}, | |
| 408 | + "output_type": "execute_result" | |
| 409 | + }, | |
| 410 | + { | |
| 411 | + "data": { | |
| 412 | + "image/png": 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\n", | |
| 413 | + "text/plain": [ | |
| 414 | + "<Figure size 720x360 with 1 Axes>" | |
| 415 | + ] | |
| 416 | + }, | |
| 417 | + "metadata": { | |
| 418 | + "needs_background": "light" | |
| 419 | + }, | |
| 420 | + "output_type": "display_data" | |
| 421 | + } | |
| 422 | + ], | |
| 423 | + "source": [ | |
| 424 | + "plt.figure()\n", | |
| 425 | + "plt.imshow(gen)" | |
| 426 | + ] | |
| 427 | + }, | |
| 428 | + { | |
| 429 | + "cell_type": "code", | |
| 430 | + "execution_count": null, | |
| 431 | + "id": "7d57e1b2", | |
| 432 | + "metadata": {}, | |
| 433 | + "outputs": [], | |
| 434 | + "source": [] | |
| 435 | + }, | |
| 436 | + { | |
| 437 | + "cell_type": "code", | |
| 438 | + "execution_count": null, | |
| 439 | + "id": "e0ecd46e", | |
| 440 | + "metadata": {}, | |
| 441 | + "outputs": [], | |
| 442 | + "source": [] | |
| 443 | + }, | |
| 444 | + { | |
| 445 | + "cell_type": "code", | |
| 446 | + "execution_count": null, | |
| 447 | + "id": "86ebadc8", | |
| 448 | + "metadata": {}, | |
| 449 | + "outputs": [], | |
| 450 | + "source": [] | |
| 451 | + } | |
| 452 | + ], | |
| 453 | + "metadata": { | |
| 454 | + "kernelspec": { | |
| 455 | + "display_name": "Python 3 (ipykernel)", | |
| 456 | + "language": "python", | |
| 457 | + "name": "python3" | |
| 458 | + }, | |
| 459 | + "language_info": { | |
| 460 | + "codemirror_mode": { | |
| 461 | + "name": "ipython", | |
| 462 | + "version": 3 | |
| 463 | + }, | |
| 464 | + "file_extension": ".py", | |
| 465 | + "mimetype": "text/x-python", | |
| 466 | + "name": "python", | |
| 467 | + "nbconvert_exporter": "python", | |
| 468 | + "pygments_lexer": "ipython3", | |
| 469 | + "version": "3.9.7" | |
| 470 | + }, | |
| 471 | + "toc": { | |
| 472 | + "base_numbering": 1, | |
| 473 | + "nav_menu": {}, | |
| 474 | + "number_sections": true, | |
| 475 | + "sideBar": true, | |
| 476 | + "skip_h1_title": false, | |
| 477 | + "title_cell": "Table of Contents", | |
| 478 | + "title_sidebar": "Contents", | |
| 479 | + "toc_cell": false, | |
| 480 | + "toc_position": {}, | |
| 481 | + "toc_section_display": true, | |
| 482 | + "toc_window_display": false | |
| 483 | + }, | |
| 484 | + "varInspector": { | |
| 485 | + "cols": { | |
| 486 | + "lenName": 16, | |
| 487 | + "lenType": 16, | |
| 488 | + "lenVar": 40 | |
| 489 | + }, | |
| 490 | + "kernels_config": { | |
| 491 | + "python": { | |
| 492 | + "delete_cmd_postfix": "", | |
| 493 | + "delete_cmd_prefix": "del ", | |
| 494 | + "library": "var_list.py", | |
| 495 | + "varRefreshCmd": "print(var_dic_list())" | |
| 496 | + }, | |
| 497 | + "r": { | |
| 498 | + "delete_cmd_postfix": ") ", | |
| 499 | + "delete_cmd_prefix": "rm(", | |
| 500 | + "library": "var_list.r", | |
| 501 | + "varRefreshCmd": "cat(var_dic_list()) " | |
| 502 | + } | |
| 503 | + }, | |
| 504 | + "types_to_exclude": [ | |
| 505 | + "module", | |
| 506 | + "function", | |
| 507 | + "builtin_function_or_method", | |
| 508 | + "instance", | |
| 509 | + "_Feature" | |
| 510 | + ], | |
| 511 | + "window_display": false | |
| 512 | + } | |
| 513 | + }, | |
| 514 | + "nbformat": 4, | |
| 515 | + "nbformat_minor": 5 | |
| 516 | +} |
--- NanumGothic.ttf
+++ 과제/assets/NanumGothic.ttf
| Binary file is not shown |
--- NanumMyeongjo.ttf
+++ 과제/assets/NanumMyeongjo.ttf
| Binary file is not shown |
+++ 과제/assets/maskImage.png
| Binary file is not shown |
+++ 과제/assets/연설문.png
| Binary file is not shown |
+++ 과제/assets/연설문.txt
... | ... | @@ -0,0 +1,31 @@ |
| 1 | +Á¸°æÇÏ°í »ç¶ûÇÏ´Â ±¹¹Î ¿©·¯ºÐ, °¨»çÇÕ´Ï´Ù. | |
| 2 | +±¹¹Î ¿©·¯ºÐÀÇ À§´ëÇÑ ¼±Åÿ¡ ¸Ó¸® ¼÷¿© ±íÀÌ °¨»çµå¸³´Ï´Ù. Àú´Â ¿À´Ã ´ëÇѹα¹ Á¦19´ë ´ëÅë·ÉÀ¸·Î¼ »õ·Î¿î ´ëÇѹα¹À» ÇâÇØ Ã¹°ÉÀ½À» ³»µó½À´Ï´Ù. Áö±Ý Á¦ µÎ ¾î±ú´Â ±¹¹Î ¿©·¯ºÐÀ¸·ÎºÎÅÍ ºÎ¿©¹ÞÀº ¸·ÁßÇÑ ¼Ò¸í°¨À¸·Î ¹«°Ì½À´Ï´Ù. Áö±Ý Á¦ °¡½¿Àº Çѹøµµ °æÇèÇÏÁö ¸øÇÑ ³ª¶ó¸¦ ¸¸µé°Ú´Ù´Â ¿Á¤À¸·Î ¶ß°Ì½À´Ï´Ù. ±×¸®°í Áö±Ý Á¦ ¸Ó¸®´Â ÅëÇÕ°ú °øÁ¸ÀÇ »õ·Î¿î ¼¼»óÀ» ¿¾î°¥ û»çÁøÀ¸·Î °¡µæ Â÷ ÀÖ½À´Ï´Ù. | |
| 3 | + | |
| 4 | +¿ì¸®°¡ ¸¸µé¾î°¡·Á´Â »õ·Î¿î ´ëÇѹα¹Àº ½¢ÇÑ ÁÂÀý°ú Æй迡µµ ºÒ±¸ÇÏ°í ¿ì¸®ÀÇ ¼±´ëµéÀÌ ÀÏ°üµÇ°Ô Ãß±¸Çß´ø ³ª¶óÀÔ´Ï´Ù. ¶Ç ¸¹Àº Èñ»ý°ú Çå½ÅÀ» °¨³»ÇÏ¸ç ¿ì¸® ÀþÀºÀ̵éÀÌ ±×Åä·Ï ÀÌ·ç°í ½Í¾î Çß´ø ³ª¶óÀÔ´Ï´Ù. ±×·± ´ëÇѹα¹À» ¸¸µé±â À§ÇØ Àú´Â ¿ª»ç¿Í ±¹¹Î ¾Õ¿¡ µÎ·ÆÁö¸¸ °âÇãÇÑ ¸¶À½À¸·Î ´ëÇѹα¹ Á¦19´ë ´ëÅë·ÉÀ¸·Î¼ÀÇ Ã¥ÀÓ°ú ¼Ò¸íÀ» ´ÙÇÒ °ÍÀÓÀ» õ¸íÇÕ´Ï´Ù. | |
| 5 | + | |
| 6 | +ÇÔ²² ¼±°Å¸¦ Ä¡¸¥ Èĺ¸µé²² °¨»çÀÇ ¸»¾¸°ú ½É½ÉÇÑ À§·Î¸¦ ÀüÇÕ´Ï´Ù. À̹ø ¼±°Å¿¡¼´Â ½ÂÀÚµµ ÆÐÀÚµµ ¾ø½À´Ï´Ù. ¿ì¸®´Â »õ·Î¿î ´ëÇѹα¹À» ÇÔ²² À̲ø¾î°¡¾ß ÇÒ µ¿¹ÝÀÚÀÔ´Ï´Ù. ÀÌÁ¦ Ä¡¿Çß´ø °æÀïÀÇ ¼ø°£À» µÚ·ÎÇÏ°í ÇÔ²² ¼ÕÀ» ¸ÂÀâ°í ¾ÕÀ¸·Î ÀüÁøÇØ¾ß ÇÕ´Ï´Ù. | |
| 7 | + | |
| 8 | +Á¸°æÇÏ´Â ±¹¹Î ¿©·¯ºÐ, | |
| 9 | +Áö³ ¸î ´Þ ¿ì¸®´Â À¯·Ê¾ø´Â Á¤Ä¡Àû °Ýº¯±â¸¦ º¸³Â½À´Ï´Ù. Á¤Ä¡´Â È¥¶õ½º·¯¿üÁö¸¸ ±¹¹ÎÀº À§´ëÇß½À´Ï´Ù. ÇöÁ÷ ´ëÅë·ÉÀÇ ÅºÇÙ°ú ±¸¼Ó ¾Õ¿¡¼µµ ±¹¹ÎµéÀÌ ´ëÇѹα¹ÀÇ ¾Õ±æÀ» ¿¾îÁּ̽À´Ï´Ù. ¿ì¸® ±¹¹ÎµéÀº ÁÂÀýÇÏÁö ¾Ê°í ¿ÀÈ÷·Á À̸¦ ÀüÈÀ§º¹ÀÇ °è±â·Î ½ÂȽÃÄÑ ¸¶Ä§³» ¿À´Ã »õ·Î¿î ¼¼»óÀ» ¿¾ú½À´Ï´Ù. ´ëÇѹα¹ÀÇ À§´ëÇÔÀº ±¹¹ÎÀÇ À§´ëÇÔÀÔ´Ï´Ù. | |
| 10 | + | |
| 11 | +±×¸®°í À̹ø ´ëÅë·É ¼±°Å¿¡¼ ¿ì¸® ±¹¹ÎµéÀº ¶Ç ÇϳªÀÇ ¿ª»ç¸¦ ¸¸µé¾îÁּ̽À´Ï´Ù. Àü±¹ °¢Áö¿¡¼ °í¸¥ ÁöÁö·Î »õ·Î¿î ´ëÅë·ÉÀ» ¼±ÅÃÇØÁּ̽À´Ï´Ù. ¿À´ÃºÎÅÍ Àú´Â ±¹¹Î ¸ðµÎÀÇ ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù. Àú¸¦ ÁöÁöÇÏÁö ¾Ê¾Ò´ø ±¹¹Î ÇÑ ºÐ ÇÑ ºÐµµ ÀúÀÇ ±¹¹ÎÀÌ°í, ¿ì¸®ÀÇ ±¹¹ÎÀ¸·Î ¼¶±â°Ú½À´Ï´Ù. | |
| 12 | + | |
| 13 | +Àú´Â °¨È÷ ¾à¼Óµå¸³´Ï´Ù. 2017³â 5¿ù 10ÀÏ, À̳¯Àº ÁøÁ¤ÇÑ ±¹¹ÎÅëÇÕÀÌ ½ÃÀ۵Ǵ ³¯·Î ¿ª»ç¿¡ ±â·ÏµÉ °ÍÀÔ´Ï´Ù. | |
| 14 | + | |
| 15 | +Á¸°æÇÏ°í »ç¶ûÇÏ´Â ±¹¹Î ¿©·¯ºÐ, | |
| 16 | + | |
| 17 | +Èûµé¾ú´ø Áö³ ¼¼¿ù ±¹¹ÎµéÀº ÀÌ°Ô ³ª¶ó³Ä°í ¹°¾ú½À´Ï´Ù. ´ëÅë·É ¹®ÀçÀÎÀº ¹Ù·Î ±× Áú¹®¿¡¼ »õ·Î ½ÃÀÛÇÏ°Ú½À´Ï´Ù. ¿À´ÃºÎÅÍ ³ª¶ó¸¦ ³ª¶ó´ä°Ô ¸¸µå´Â ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù. ±¸½Ã´ëÀÇ À߸øµÈ °üÇà°ú °ú°¨È÷ °áº°ÇÏ°Ú½À´Ï´Ù. ´ëÅë·ÉºÎÅÍ »õ·Î¿öÁö°Ú½À´Ï´Ù. | |
| 18 | + | |
| 19 | +¿ì¼± ±ÇÀ§ÀûÀÎ ´ëÅë·É ¹®È¸¦ û»êÇÏ°Ú½À´Ï´Ù. Áغñ¸¦ ¸¶Ä¡´Â ´ë·Î Áö±ÝÀÇ Ã»¿Í´ë¿¡¼ ³ª¿Í ±¤È¹® ´ëÅë·É ½Ã´ë¸¦ ¿°Ú½À´Ï´Ù. Âü¸ðµé°ú ¸Ó¸®¿Í ¾î±ú¸¦ ¸Â´ë°í Åä·ÐÇÏ°Ú½À´Ï´Ù. ±¹¹Î°ú ¼ö½Ã·Î ¼ÒÅëÇÏ´Â ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù. ÁÖ¿ä »ç¾ÈÀº ´ëÅë·ÉÀÌ Á÷Á¢ ¾ð·Ð¿¡ ºê¸®ÇÎÇÏ°Ú½À´Ï´Ù. | |
| 20 | + | |
| 21 | +Åð±Ù±æ¿¡´Â ½ÃÀå¿¡ µé·¯ ¸¶ÁÖÄ¡´Â ½Ã¹Îµé°ú °ÝÀÇ ¾ø´Â ´ëȸ¦ ³ª´©°Ú½À´Ï´Ù. ¶§·Î´Â ±¤È¹®±¤Àå¿¡¼ ´ëÅä·Ðȸ¸¦ ¿°Ú½À´Ï´Ù. ´ëÅë·ÉÀÇ Á¦¿ÕÀû ±Ç·ÂÀ» ÃÖ´ëÇÑ ³ª´©°Ú½À´Ï´Ù. ±Ç·Â±â°üÀº Á¤Ä¡·ÎºÎÅÍ ¿ÏÀüÈ÷ µ¶¸³½ÃÅ°°Ú½À´Ï´Ù. ±× ¾î¶² ±â°üµµ ¹«¼ÒºÒÀ§ÀÇ ±Ç·ÂÀ» Çà»çÇÒ ¼ö ¾øµµ·Ï °ßÁ¦ÀåÄ¡¸¦ ¸¸µé°Ú½À´Ï´Ù. | |
| 22 | + | |
| 23 | +³·Àº ÀÚ¼¼·Î ÀÏÇÏ°Ú½À´Ï´Ù. ±¹¹Î°ú ´«³ôÀ̸¦ ¸ÂÃß´Â ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù. | |
| 24 | + | |
| 25 | +¾Èº¸À§±âµµ ¼µÑ·¯ ÇØ°áÇÏ°Ú½À´Ï´Ù. ÇѹݵµÀÇ Æòȸ¦ À§ÇØ µ¿ºÐ¼ÁÖÇÏ°Ú½À´Ï´Ù. ÇÊ¿äÇÏ¸é °ð¹Ù·Î ¿ö½ÌÅÏÀ¸·Î ³¯¾Æ°¡°Ú½À´Ï´Ù. º£ÀÌ¡°ú µµÄì¿¡µµ °¡°í, ¿©°ÇÀÌ Á¶¼ºµÇ¸é Æò¾ç¿¡µµ °¡°Ú½À´Ï´Ù. | |
| 26 | + | |
| 27 | +ÇѹݵµÀÇ ÆòÈ Á¤ÂøÀ» À§Çؼ¶ó¸é Á¦°¡ ÇÒ ¼ö ÀÖ´Â ¸ðµç ÀÏÀ» ´ÙÇÏ°Ú½À´Ï´Ù. Çѹ̵¿¸ÍÀº ´õ¿í °ÈÇÏ°Ú½À´Ï´Ù. ÇÑÆíÀ¸·Î »çµå ¹®Á¦ ÇØ°áÀ» À§ÇØ ¹Ì±¹ ¹× Áß±¹°ú ÁøÁöÇÏ°Ô Çù»óÇÏ°Ú½À´Ï´Ù. | |
| 28 | + | |
| 29 | +Æ°Æ°ÇÑ ¾Èº¸´Â ¸·°ÇÑ ±¹¹æ·Â¿¡¼ ºñ·ÔµË´Ï´Ù. ÀÚÁÖ±¹¹æ·ÂÀ» °ÈÇϱâ À§ÇØ ³ë·ÂÇÏ°Ú½À´Ï´Ù. ºÏÇÙ ¹®Á¦¸¦ ÇØ°áÇÒ Åä´ëµµ ¸¶·ÃÇÏ°Ú½À´Ï´Ù. µ¿ºÏ¾Æ Æòȱ¸Á¶¸¦ Á¤Âø½ÃÅ´À¸·Î½á Çѹݵµ ±äÀå ¿ÏÈÀÇ Àü±â¸¦ ¸¶·ÃÇÏ°Ú½À´Ï´Ù. | |
| 30 | + | |
| 31 | +ºÐ¿°ú °¥µîÀÇ Á¤Ä¡µµ ¹Ù²Ù°Ú½À´Ï´Ù. º¸¼ö¿Í Áøº¸ÀÇ °¥µîÀº ³¡³ª¾ß ÇÕ´Ï´Ù. ´ëÅë·ÉÀÌ ³ª¼¼ Á÷Á¢ ´ëÈÇÏ°Ú½À´Ï´Ù. ¾ß´çÀº ±¹Á¤¿î¿µÀÇ µ¿¹ÝÀÚÀÔ´Ï´Ù. ´ëȸ¦ Á¤·ÊÈÇÏ°í ¼ö½Ã·Î ¸¸³ª°Ú½À´Ï´Ù.(No newline at end of file) |
+++ 과제/assets/연설문_최종.txt
... | ... | @@ -0,0 +1,1 @@ |
| 1 | +Á¸°æÇÏ°í »ç¶ûÇÏ´Â ±¹¹Î ¿©·¯ºÐ °¨»çÇÕ´Ï´Ù ±¹¹Î ¿©·¯ºÐÀÇ À§´ëÇÑ ¼±Åÿ¡ ¸Ó¸® ¼÷¿© ±íÀÌ °¨»çµå¸³´Ï´Ù Àú´Â ¿À´Ã ´ëÇѹα¹ Á¦´ë ´ëÅë·ÉÀ¸·Î¼ »õ·Î¿î ´ëÇѹα¹À» ÇâÇØ Ã¹°ÉÀ½À» ³»µó½À´Ï´Ù Áö±Ý Á¦ µÎ ¾î±ú´Â ±¹¹Î ¿©·¯ºÐÀ¸·ÎºÎÅÍ ºÎ¿©¹ÞÀº ¸·ÁßÇÑ ¼Ò¸í°¨À¸·Î ¹«°Ì½À´Ï´Ù Áö±Ý Á¦ °¡½¿Àº Çѹøµµ °æÇèÇÏÁö ¸øÇÑ ³ª¶ó¸¦ ¸¸µé°Ú´Ù´Â ¿Á¤À¸·Î ¶ß°Ì½À´Ï´Ù ±×¸®°í Áö±Ý Á¦ ¸Ó¸®´Â ÅëÇÕ°ú °øÁ¸ÀÇ »õ·Î¿î ¼¼»óÀ» ¿¾î°¥ û»çÁøÀ¸·Î °¡µæ Â÷ ÀÖ½À´Ï´Ù ¿ì¸®°¡ ¸¸µé¾î°¡·Á´Â »õ·Î¿î ´ëÇѹα¹Àº ½¢ÇÑ ÁÂÀý°ú Æй迡µµ ºÒ±¸ÇÏ°í ¿ì¸®ÀÇ ¼±´ëµéÀÌ ÀÏ°üµÇ°Ô Ãß±¸Çß´ø ³ª¶óÀÔ´Ï´Ù ¶Ç ¸¹Àº Èñ»ý°ú Çå½ÅÀ» °¨³»ÇÏ¸ç ¿ì¸® ÀþÀºÀ̵éÀÌ ±×Åä·Ï ÀÌ·ç°í ½Í¾î Çß´ø ³ª¶óÀÔ´Ï´Ù ±×·± ´ëÇѹα¹À» ¸¸µé±â À§ÇØ Àú´Â ¿ª»ç¿Í ±¹¹Î ¾Õ¿¡ µÎ·ÆÁö¸¸ °âÇãÇÑ ¸¶À½À¸·Î ´ëÇѹα¹ Á¦´ë ´ëÅë·ÉÀ¸·Î¼ÀÇ Ã¥ÀÓ°ú ¼Ò¸íÀ» ´ÙÇÒ °ÍÀÓÀ» õ¸íÇÕ´Ï´Ù ÇÔ²² ¼±°Å¸¦ Ä¡¸¥ Èĺ¸µé²² °¨»çÀÇ ¸»¾¸°ú ½É½ÉÇÑ À§·Î¸¦ ÀüÇÕ´Ï´Ù À̹ø ¼±°Å¿¡¼´Â ½ÂÀÚµµ ÆÐÀÚµµ ¾ø½À´Ï´Ù ¿ì¸®´Â »õ·Î¿î ´ëÇѹα¹À» ÇÔ²² À̲ø¾î°¡¾ß ÇÒ µ¿¹ÝÀÚÀÔ´Ï´Ù ÀÌÁ¦ Ä¡¿Çß´ø °æÀïÀÇ ¼ø°£À» µÚ·ÎÇÏ°í ÇÔ²² ¼ÕÀ» ¸ÂÀâ°í ¾ÕÀ¸·Î ÀüÁøÇØ¾ß ÇÕ´Ï´Ù Á¸°æÇÏ´Â ±¹¹Î ¿©·¯ºÐ Áö³ ¸î ´Þ ¿ì¸®´Â À¯·Ê¾ø´Â Á¤Ä¡Àû °Ýº¯±â¸¦ º¸³Â½À´Ï´Ù Á¤Ä¡´Â È¥¶õ½º·¯¿üÁö¸¸ ±¹¹ÎÀº À§´ëÇß½À´Ï´Ù ÇöÁ÷ ´ëÅë·ÉÀÇ ÅºÇÙ°ú ±¸¼Ó ¾Õ¿¡¼µµ ±¹¹ÎµéÀÌ ´ëÇѹα¹ÀÇ ¾Õ±æÀ» ¿¾îÁּ̽À´Ï´Ù ¿ì¸® ±¹¹ÎµéÀº ÁÂÀýÇÏÁö ¾Ê°í ¿ÀÈ÷·Á À̸¦ ÀüÈÀ§º¹ÀÇ °è±â·Î ½ÂȽÃÄÑ ¸¶Ä§³» ¿À´Ã »õ·Î¿î ¼¼»óÀ» ¿¾ú½À´Ï´Ù ´ëÇѹα¹ÀÇ À§´ëÇÔÀº ±¹¹ÎÀÇ À§´ëÇÔÀÔ´Ï´Ù ±×¸®°í À̹ø ´ëÅë·É ¼±°Å¿¡¼ ¿ì¸® ±¹¹ÎµéÀº ¶Ç ÇϳªÀÇ ¿ª»ç¸¦ ¸¸µé¾îÁּ̽À´Ï´Ù Àü±¹ °¢Áö¿¡¼ °í¸¥ ÁöÁö·Î »õ·Î¿î ´ëÅë·ÉÀ» ¼±ÅÃÇØÁּ̽À´Ï´Ù ¿À´ÃºÎÅÍ Àú´Â ±¹¹Î ¸ðµÎÀÇ ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù Àú¸¦ ÁöÁöÇÏÁö ¾Ê¾Ò´ø ±¹¹Î ÇÑ ºÐ ÇÑ ºÐµµ ÀúÀÇ ±¹¹ÎÀÌ°í ¿ì¸®ÀÇ ±¹¹ÎÀ¸·Î ¼¶±â°Ú½À´Ï´Ù Àú´Â °¨È÷ ¾à¼Óµå¸³´Ï´Ù ³â ¿ù ÀÏ À̳¯Àº ÁøÁ¤ÇÑ ±¹¹ÎÅëÇÕÀÌ ½ÃÀ۵Ǵ ³¯·Î ¿ª»ç¿¡ ±â·ÏµÉ °ÍÀÔ´Ï´Ù Á¸°æÇÏ°í »ç¶ûÇÏ´Â ±¹¹Î ¿©·¯ºÐ Èûµé¾ú´ø Áö³ ¼¼¿ù ±¹¹ÎµéÀº ÀÌ°Ô ³ª¶ó³Ä°í ¹°¾ú½À´Ï´Ù ´ëÅë·É ¹®ÀçÀÎÀº ¹Ù·Î ±× Áú¹®¿¡¼ »õ·Î ½ÃÀÛÇÏ°Ú½À´Ï´Ù ¿À´ÃºÎÅÍ ³ª¶ó¸¦ ³ª¶ó´ä°Ô ¸¸µå´Â ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù ±¸½Ã´ëÀÇ À߸øµÈ °üÇà°ú °ú°¨È÷ °áº°ÇÏ°Ú½À´Ï´Ù ´ëÅë·ÉºÎÅÍ »õ·Î¿öÁö°Ú½À´Ï´Ù ¿ì¼± ±ÇÀ§ÀûÀÎ ´ëÅë·É ¹®È¸¦ û»êÇÏ°Ú½À´Ï´Ù Áغñ¸¦ ¸¶Ä¡´Â ´ë·Î Áö±ÝÀÇ Ã»¿Í´ë¿¡¼ ³ª¿Í ±¤È¹® ´ëÅë·É ½Ã´ë¸¦ ¿°Ú½À´Ï´Ù Âü¸ðµé°ú ¸Ó¸®¿Í ¾î±ú¸¦ ¸Â´ë°í Åä·ÐÇÏ°Ú½À´Ï´Ù ±¹¹Î°ú ¼ö½Ã·Î ¼ÒÅëÇÏ´Â ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù ÁÖ¿ä »ç¾ÈÀº ´ëÅë·ÉÀÌ Á÷Á¢ ¾ð·Ð¿¡ ºê¸®ÇÎÇÏ°Ú½À´Ï´Ù Åð±Ù±æ¿¡´Â ½ÃÀå¿¡ µé·¯ ¸¶ÁÖÄ¡´Â ½Ã¹Îµé°ú °ÝÀÇ ¾ø´Â ´ëȸ¦ ³ª´©°Ú½À´Ï´Ù ¶§·Î´Â ±¤È¹®±¤Àå¿¡¼ ´ëÅä·Ðȸ¸¦ ¿°Ú½À´Ï´Ù ´ëÅë·ÉÀÇ Á¦¿ÕÀû ±Ç·ÂÀ» ÃÖ´ëÇÑ ³ª´©°Ú½À´Ï´Ù ±Ç·Â±â°üÀº Á¤Ä¡·ÎºÎÅÍ ¿ÏÀüÈ÷ µ¶¸³½ÃÅ°°Ú½À´Ï´Ù ±× ¾î¶² ±â°üµµ ¹«¼ÒºÒÀ§ÀÇ ±Ç·ÂÀ» Çà»çÇÒ ¼ö ¾øµµ·Ï °ßÁ¦ÀåÄ¡¸¦ ¸¸µé°Ú½À´Ï´Ù ³·Àº ÀÚ¼¼·Î ÀÏÇÏ°Ú½À´Ï´Ù ±¹¹Î°ú ´«³ôÀ̸¦ ¸ÂÃß´Â ´ëÅë·ÉÀÌ µÇ°Ú½À´Ï´Ù ¾Èº¸À§±âµµ ¼µÑ·¯ ÇØ°áÇÏ°Ú½À´Ï´Ù ÇѹݵµÀÇ Æòȸ¦ À§ÇØ µ¿ºÐ¼ÁÖÇÏ°Ú½À´Ï´Ù ÇÊ¿äÇÏ¸é °ð¹Ù·Î ¿ö½ÌÅÏÀ¸·Î ³¯¾Æ°¡°Ú½À´Ï´Ù º£ÀÌ¡°ú µµÄì¿¡µµ °¡°í ¿©°ÇÀÌ Á¶¼ºµÇ¸é Æò¾ç¿¡µµ °¡°Ú½À´Ï´Ù ÇѹݵµÀÇ ÆòÈ Á¤ÂøÀ» À§Çؼ¶ó¸é Á¦°¡ ÇÒ ¼ö ÀÖ´Â ¸ðµç ÀÏÀ» ´ÙÇÏ°Ú½À´Ï´Ù Çѹ̵¿¸ÍÀº ´õ¿í °ÈÇÏ°Ú½À´Ï´Ù ÇÑÆíÀ¸·Î »çµå ¹®Á¦ ÇØ°áÀ» À§ÇØ ¹Ì±¹ ¹× Áß±¹°ú ÁøÁöÇÏ°Ô Çù»óÇÏ°Ú½À´Ï´Ù Æ°Æ°ÇÑ ¾Èº¸´Â ¸·°ÇÑ ±¹¹æ·Â¿¡¼ ºñ·ÔµË´Ï´Ù ÀÚÁÖ±¹¹æ·ÂÀ» °ÈÇϱâ À§ÇØ ³ë·ÂÇÏ°Ú½À´Ï´Ù ºÏÇÙ ¹®Á¦¸¦ ÇØ°áÇÒ Åä´ëµµ ¸¶·ÃÇÏ°Ú½À´Ï´Ù µ¿ºÏ¾Æ Æòȱ¸Á¶¸¦ Á¤Âø½ÃÅ´À¸·Î½á Çѹݵµ ±äÀå ¿ÏÈÀÇ Àü±â¸¦ ¸¶·ÃÇÏ°Ú½À´Ï´Ù ºÐ¿°ú °¥µîÀÇ Á¤Ä¡µµ ¹Ù²Ù°Ú½À´Ï´Ù º¸¼ö¿Í Áøº¸ÀÇ °¥µîÀº ³¡³ª¾ß ÇÕ´Ï´Ù ´ëÅë·ÉÀÌ ³ª¼¼ Á÷Á¢ ´ëÈÇÏ°Ú½À´Ï´Ù ¾ß´çÀº ±¹Á¤¿î¿µÀÇ µ¿¹ÝÀÚÀÔ´Ï´Ù ´ëȸ¦ Á¤·ÊÈÇÏ°í ¼ö½Ã·Î ¸¸³ª°Ú½À´Ï´Ù (No newline at end of file) |
+++ 과제/assets/연설문dict.txt
... | ... | @@ -0,0 +1,10 @@ |
| 1 | +±¹¹Î | |
| 2 | +´ëÅë·É | |
| 3 | +´ëÇѹα¹ | |
| 4 | +¿ì¸® | |
| 5 | +Àú | |
| 6 | +¿©·¯ºÐ | |
| 7 | +¿À´Ã | |
| 8 | +Áö±Ý | |
| 9 | +Á¦ | |
| 10 | +³ª¶ó |
+++ 과제/연설문.ipynb
... | ... | @@ -0,0 +1,516 @@ |
| 1 | +{ | |
| 2 | + "cells": [ | |
| 3 | + { | |
| 4 | + "cell_type": "code", | |
| 5 | + "execution_count": 1, | |
| 6 | + "id": "cdb21c93", | |
| 7 | + "metadata": { | |
| 8 | + "ExecuteTime": { | |
| 9 | + "end_time": "2022-05-20T11:21:59.800331Z", | |
| 10 | + "start_time": "2022-05-20T11:21:59.536141Z" | |
| 11 | + } | |
| 12 | + }, | |
| 13 | + "outputs": [], | |
| 14 | + "source": [ | |
| 15 | + "import pandas as pd\n", | |
| 16 | + "import numpy as np" | |
| 17 | + ] | |
| 18 | + }, | |
| 19 | + { | |
| 20 | + "cell_type": "code", | |
| 21 | + "execution_count": 2, | |
| 22 | + "id": "49353965", | |
| 23 | + "metadata": { | |
| 24 | + "ExecuteTime": { | |
| 25 | + "end_time": "2022-05-20T11:22:41.121989Z", | |
| 26 | + "start_time": "2022-05-20T11:22:41.067307Z" | |
| 27 | + } | |
| 28 | + }, | |
| 29 | + "outputs": [], | |
| 30 | + "source": [ | |
| 31 | + "df = pd.read_table('./assets/연설문.txt', engine='python', encoding='cp949', header=None)" | |
| 32 | + ] | |
| 33 | + }, | |
| 34 | + { | |
| 35 | + "cell_type": "code", | |
| 36 | + "execution_count": 4, | |
| 37 | + "id": "4c77dacb", | |
| 38 | + "metadata": { | |
| 39 | + "ExecuteTime": { | |
| 40 | + "end_time": "2022-05-20T11:22:47.783121Z", | |
| 41 | + "start_time": "2022-05-20T11:22:47.770589Z" | |
| 42 | + } | |
| 43 | + }, | |
| 44 | + "outputs": [], | |
| 45 | + "source": [ | |
| 46 | + "text = ''\n", | |
| 47 | + "for review in df[0]:\n", | |
| 48 | + " text += review + ' '" | |
| 49 | + ] | |
| 50 | + }, | |
| 51 | + { | |
| 52 | + "cell_type": "code", | |
| 53 | + "execution_count": 6, | |
| 54 | + "id": "26ae5bb5", | |
| 55 | + "metadata": { | |
| 56 | + "ExecuteTime": { | |
| 57 | + "end_time": "2022-05-20T11:22:57.710219Z", | |
| 58 | + "start_time": "2022-05-20T11:22:57.707227Z" | |
| 59 | + } | |
| 60 | + }, | |
| 61 | + "outputs": [], | |
| 62 | + "source": [ | |
| 63 | + "special = {'.', '~', '♡', '!', '?', '♥', ',', '=', ';', ':', '%', '+', '-', ')', '()', '\"', 'ㅜ', 'ㅠ', '/', 'ㅇ'}" | |
| 64 | + ] | |
| 65 | + }, | |
| 66 | + { | |
| 67 | + "cell_type": "code", | |
| 68 | + "execution_count": 7, | |
| 69 | + "id": "3007aaa7", | |
| 70 | + "metadata": { | |
| 71 | + "ExecuteTime": { | |
| 72 | + "end_time": "2022-05-20T11:23:00.388311Z", | |
| 73 | + "start_time": "2022-05-20T11:23:00.384322Z" | |
| 74 | + } | |
| 75 | + }, | |
| 76 | + "outputs": [], | |
| 77 | + "source": [ | |
| 78 | + "nums = []\n", | |
| 79 | + "for i in range(10):\n", | |
| 80 | + " nums.append(str(i))" | |
| 81 | + ] | |
| 82 | + }, | |
| 83 | + { | |
| 84 | + "cell_type": "code", | |
| 85 | + "execution_count": 8, | |
| 86 | + "id": "d1e2bd17", | |
| 87 | + "metadata": { | |
| 88 | + "ExecuteTime": { | |
| 89 | + "end_time": "2022-05-20T11:23:03.388247Z", | |
| 90 | + "start_time": "2022-05-20T11:23:03.376279Z" | |
| 91 | + } | |
| 92 | + }, | |
| 93 | + "outputs": [], | |
| 94 | + "source": [ | |
| 95 | + "import re" | |
| 96 | + ] | |
| 97 | + }, | |
| 98 | + { | |
| 99 | + "cell_type": "code", | |
| 100 | + "execution_count": 9, | |
| 101 | + "id": "8637df94", | |
| 102 | + "metadata": { | |
| 103 | + "ExecuteTime": { | |
| 104 | + "end_time": "2022-05-20T11:23:05.904311Z", | |
| 105 | + "start_time": "2022-05-20T11:23:05.888435Z" | |
| 106 | + } | |
| 107 | + }, | |
| 108 | + "outputs": [], | |
| 109 | + "source": [ | |
| 110 | + "text = re.sub('[^A-Za-z가-힣\\\\s]', '', text)" | |
| 111 | + ] | |
| 112 | + }, | |
| 113 | + { | |
| 114 | + "cell_type": "code", | |
| 115 | + "execution_count": 11, | |
| 116 | + "id": "848b783a", | |
| 117 | + "metadata": { | |
| 118 | + "ExecuteTime": { | |
| 119 | + "end_time": "2022-05-20T11:23:31.473028Z", | |
| 120 | + "start_time": "2022-05-20T11:23:31.460061Z" | |
| 121 | + } | |
| 122 | + }, | |
| 123 | + "outputs": [], | |
| 124 | + "source": [ | |
| 125 | + "with open('./assets/연설문_최종.txt', 'w', encoding='euc-kr') as f:\n", | |
| 126 | + " f.write(text)" | |
| 127 | + ] | |
| 128 | + }, | |
| 129 | + { | |
| 130 | + "cell_type": "code", | |
| 131 | + "execution_count": 12, | |
| 132 | + "id": "92f5d6c5", | |
| 133 | + "metadata": { | |
| 134 | + "ExecuteTime": { | |
| 135 | + "end_time": "2022-05-20T11:39:54.006147Z", | |
| 136 | + "start_time": "2022-05-20T11:39:53.993128Z" | |
| 137 | + } | |
| 138 | + }, | |
| 139 | + "outputs": [], | |
| 140 | + "source": [ | |
| 141 | + "from collections import Counter\n", | |
| 142 | + "from konlpy.tag import Okt" | |
| 143 | + ] | |
| 144 | + }, | |
| 145 | + { | |
| 146 | + "cell_type": "code", | |
| 147 | + "execution_count": 13, | |
| 148 | + "id": "3b2a4e78", | |
| 149 | + "metadata": { | |
| 150 | + "ExecuteTime": { | |
| 151 | + "end_time": "2022-05-20T11:39:56.681055Z", | |
| 152 | + "start_time": "2022-05-20T11:39:56.665492Z" | |
| 153 | + } | |
| 154 | + }, | |
| 155 | + "outputs": [], | |
| 156 | + "source": [ | |
| 157 | + "nlp = Okt()" | |
| 158 | + ] | |
| 159 | + }, | |
| 160 | + { | |
| 161 | + "cell_type": "code", | |
| 162 | + "execution_count": 14, | |
| 163 | + "id": "3cff88ea", | |
| 164 | + "metadata": { | |
| 165 | + "ExecuteTime": { | |
| 166 | + "end_time": "2022-05-20T11:39:58.946548Z", | |
| 167 | + "start_time": "2022-05-20T11:39:58.855336Z" | |
| 168 | + } | |
| 169 | + }, | |
| 170 | + "outputs": [], | |
| 171 | + "source": [ | |
| 172 | + "nouns = nlp.nouns(text)\n", | |
| 173 | + "count_dict = Counter(nouns)" | |
| 174 | + ] | |
| 175 | + }, | |
| 176 | + { | |
| 177 | + "cell_type": "code", | |
| 178 | + "execution_count": 15, | |
| 179 | + "id": "beb82cf6", | |
| 180 | + "metadata": {}, | |
| 181 | + "outputs": [], | |
| 182 | + "source": [ | |
| 183 | + "dictionary = ''\n", | |
| 184 | + "for s in range(10):\n", | |
| 185 | + " dictionary += count_dict.most_common(10)[s][0] + '\\n'" | |
| 186 | + ] | |
| 187 | + }, | |
| 188 | + { | |
| 189 | + "cell_type": "code", | |
| 190 | + "execution_count": 16, | |
| 191 | + "id": "1cac3510", | |
| 192 | + "metadata": {}, | |
| 193 | + "outputs": [], | |
| 194 | + "source": [ | |
| 195 | + "with open('./assets/연설문dict.txt', 'w', encoding='euc-kr') as f:\n", | |
| 196 | + " f.write(dictionary)" | |
| 197 | + ] | |
| 198 | + }, | |
| 199 | + { | |
| 200 | + "cell_type": "code", | |
| 201 | + "execution_count": 17, | |
| 202 | + "id": "24b93aed", | |
| 203 | + "metadata": {}, | |
| 204 | + "outputs": [], | |
| 205 | + "source": [ | |
| 206 | + "with open('./assets/연설문dict.txt', encoding='euc-kr') as f:\n", | |
| 207 | + " terms = f.read().split('\\n')[:-1]" | |
| 208 | + ] | |
| 209 | + }, | |
| 210 | + { | |
| 211 | + "cell_type": "code", | |
| 212 | + "execution_count": 18, | |
| 213 | + "id": "a863ca8c", | |
| 214 | + "metadata": { | |
| 215 | + "ExecuteTime": { | |
| 216 | + "end_time": "2022-05-20T11:40:01.100509Z", | |
| 217 | + "start_time": "2022-05-20T11:40:01.087223Z" | |
| 218 | + } | |
| 219 | + }, | |
| 220 | + "outputs": [], | |
| 221 | + "source": [ | |
| 222 | + "freq = []\n", | |
| 223 | + "for term in terms:\n", | |
| 224 | + " freq.append(count_dict[term])" | |
| 225 | + ] | |
| 226 | + }, | |
| 227 | + { | |
| 228 | + "cell_type": "code", | |
| 229 | + "execution_count": 19, | |
| 230 | + "id": "6fcfd460", | |
| 231 | + "metadata": { | |
| 232 | + "ExecuteTime": { | |
| 233 | + "end_time": "2022-05-20T11:40:03.750163Z", | |
| 234 | + "start_time": "2022-05-20T11:40:03.745176Z" | |
| 235 | + } | |
| 236 | + }, | |
| 237 | + "outputs": [], | |
| 238 | + "source": [ | |
| 239 | + "tdm = pd.DataFrame({'term':terms, 'freq':freq}).set_index('term').sort_values(by='freq', ascending=False)" | |
| 240 | + ] | |
| 241 | + }, | |
| 242 | + { | |
| 243 | + "cell_type": "code", | |
| 244 | + "execution_count": 21, | |
| 245 | + "id": "1c111d8e", | |
| 246 | + "metadata": { | |
| 247 | + "ExecuteTime": { | |
| 248 | + "end_time": "2022-05-20T11:40:07.402226Z", | |
| 249 | + "start_time": "2022-05-20T11:40:06.839972Z" | |
| 250 | + } | |
| 251 | + }, | |
| 252 | + "outputs": [], | |
| 253 | + "source": [ | |
| 254 | + "import matplotlib.pylab as plt" | |
| 255 | + ] | |
| 256 | + }, | |
| 257 | + { | |
| 258 | + "cell_type": "code", | |
| 259 | + "execution_count": 22, | |
| 260 | + "id": "859e7ffd", | |
| 261 | + "metadata": { | |
| 262 | + "ExecuteTime": { | |
| 263 | + "end_time": "2022-05-20T11:42:51.522925Z", | |
| 264 | + "start_time": "2022-05-20T11:42:51.515944Z" | |
| 265 | + } | |
| 266 | + }, | |
| 267 | + "outputs": [], | |
| 268 | + "source": [ | |
| 269 | + "plt.rcParams['figure.figsize'] = (10, 5)\n", | |
| 270 | + "plt.rcParams['font.family'] = 'gulim'\n", | |
| 271 | + "plt.rcParams['font.size'] = 17\n", | |
| 272 | + "plt.rcParams['axes.unicode_minus'] = False" | |
| 273 | + ] | |
| 274 | + }, | |
| 275 | + { | |
| 276 | + "cell_type": "code", | |
| 277 | + "execution_count": 23, | |
| 278 | + "id": "32b50802", | |
| 279 | + "metadata": { | |
| 280 | + "ExecuteTime": { | |
| 281 | + "end_time": "2022-05-20T11:42:52.430133Z", | |
| 282 | + "start_time": "2022-05-20T11:42:52.326199Z" | |
| 283 | + }, | |
| 284 | + "collapsed": true | |
| 285 | + }, | |
| 286 | + "outputs": [ | |
| 287 | + { | |
| 288 | + "data": { | |
| 289 | + "image/png": 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\n", | |
| 290 | + "text/plain": [ | |
| 291 | + "<Figure size 720x360 with 1 Axes>" | |
| 292 | + ] | |
| 293 | + }, | |
| 294 | + "metadata": { | |
| 295 | + "needs_background": "light" | |
| 296 | + }, | |
| 297 | + "output_type": "display_data" | |
| 298 | + } | |
| 299 | + ], | |
| 300 | + "source": [ | |
| 301 | + "fig, ax = plt.subplots(1, 1)\n", | |
| 302 | + "plt.title('연설문 단어 비율')\n", | |
| 303 | + "tdm.plot.bar(ax=ax, rot=45)\n", | |
| 304 | + "plt.ylabel('Raito')\n", | |
| 305 | + "plt.show()" | |
| 306 | + ] | |
| 307 | + }, | |
| 308 | + { | |
| 309 | + "cell_type": "code", | |
| 310 | + "execution_count": 38, | |
| 311 | + "id": "24c2b605", | |
| 312 | + "metadata": { | |
| 313 | + "ExecuteTime": { | |
| 314 | + "end_time": "2022-05-20T11:42:58.670188Z", | |
| 315 | + "start_time": "2022-05-20T11:42:58.651345Z" | |
| 316 | + } | |
| 317 | + }, | |
| 318 | + "outputs": [], | |
| 319 | + "source": [ | |
| 320 | + "from wordcloud import WordCloud\n", | |
| 321 | + "from IPython.display import Image as image\n", | |
| 322 | + "from PIL import Image" | |
| 323 | + ] | |
| 324 | + }, | |
| 325 | + { | |
| 326 | + "cell_type": "code", | |
| 327 | + "execution_count": 25, | |
| 328 | + "id": "cb21310b", | |
| 329 | + "metadata": { | |
| 330 | + "ExecuteTime": { | |
| 331 | + "end_time": "2022-05-20T11:43:47.516442Z", | |
| 332 | + "start_time": "2022-05-20T11:43:47.054297Z" | |
| 333 | + }, | |
| 334 | + "collapsed": true | |
| 335 | + }, | |
| 336 | + "outputs": [ | |
| 337 | + { | |
| 338 | + "data": { | |
| 339 | + "image/png": 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\n", | |
| 340 | + "text/plain": [ | |
| 341 | + "<IPython.core.display.Image object>" | |
| 342 | + ] | |
| 343 | + }, | |
| 344 | + "execution_count": 25, | |
| 345 | + "metadata": {}, | |
| 346 | + "output_type": "execute_result" | |
| 347 | + } | |
| 348 | + ], | |
| 349 | + "source": [ | |
| 350 | + "wc = WordCloud(width=600, height=400, scale=1.0, font_path='./assets/NanumMyeongjo.ttf', max_font_size=200, background_color='white')\n", | |
| 351 | + "wc.generate_from_frequencies(count_dict)\n", | |
| 352 | + "wc.to_file('./assets/연설문.png')\n", | |
| 353 | + "image('./assets/연설문.png')" | |
| 354 | + ] | |
| 355 | + }, | |
| 356 | + { | |
| 357 | + "cell_type": "code", | |
| 358 | + "execution_count": 34, | |
| 359 | + "id": "2ed9c1cd", | |
| 360 | + "metadata": { | |
| 361 | + "ExecuteTime": { | |
| 362 | + "end_time": "2022-05-20T11:44:10.259736Z", | |
| 363 | + "start_time": "2022-05-20T11:44:10.242828Z" | |
| 364 | + } | |
| 365 | + }, | |
| 366 | + "outputs": [], | |
| 367 | + "source": [ | |
| 368 | + "img = Image.open('./assets/maskImage.png')\n", | |
| 369 | + "img_array = np.array(img)" | |
| 370 | + ] | |
| 371 | + }, | |
| 372 | + { | |
| 373 | + "cell_type": "code", | |
| 374 | + "execution_count": 39, | |
| 375 | + "id": "47fb2eca", | |
| 376 | + "metadata": { | |
| 377 | + "ExecuteTime": { | |
| 378 | + "end_time": "2022-05-20T11:44:29.986327Z", | |
| 379 | + "start_time": "2022-05-20T11:44:29.976781Z" | |
| 380 | + } | |
| 381 | + }, | |
| 382 | + "outputs": [], | |
| 383 | + "source": [ | |
| 384 | + "wc = WordCloud(font_path='NanumGothic.ttf', scale=1.0, max_font_size=250, mask=img_array, background_color='#ffffff')\n", | |
| 385 | + "gen = wc.generate_from_frequencies(count_dict)" | |
| 386 | + ] | |
| 387 | + }, | |
| 388 | + { | |
| 389 | + "cell_type": "code", | |
| 390 | + "execution_count": 40, | |
| 391 | + "id": "b0a8b363", | |
| 392 | + "metadata": { | |
| 393 | + "ExecuteTime": { | |
| 394 | + "end_time": "2022-05-20T11:44:36.252231Z", | |
| 395 | + "start_time": "2022-05-20T11:44:35.962130Z" | |
| 396 | + }, | |
| 397 | + "collapsed": true | |
| 398 | + }, | |
| 399 | + "outputs": [ | |
| 400 | + { | |
| 401 | + "data": { | |
| 402 | + "text/plain": [ | |
| 403 | + "<matplotlib.image.AxesImage at 0x179ab13b5b0>" | |
| 404 | + ] | |
| 405 | + }, | |
| 406 | + "execution_count": 40, | |
| 407 | + "metadata": {}, | |
| 408 | + "output_type": "execute_result" | |
| 409 | + }, | |
| 410 | + { | |
| 411 | + "data": { | |
| 412 | + "image/png": 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\n", | |
| 413 | + "text/plain": [ | |
| 414 | + "<Figure size 720x360 with 1 Axes>" | |
| 415 | + ] | |
| 416 | + }, | |
| 417 | + "metadata": { | |
| 418 | + "needs_background": "light" | |
| 419 | + }, | |
| 420 | + "output_type": "display_data" | |
| 421 | + } | |
| 422 | + ], | |
| 423 | + "source": [ | |
| 424 | + "plt.figure()\n", | |
| 425 | + "plt.imshow(gen)" | |
| 426 | + ] | |
| 427 | + }, | |
| 428 | + { | |
| 429 | + "cell_type": "code", | |
| 430 | + "execution_count": null, | |
| 431 | + "id": "7d57e1b2", | |
| 432 | + "metadata": {}, | |
| 433 | + "outputs": [], | |
| 434 | + "source": [] | |
| 435 | + }, | |
| 436 | + { | |
| 437 | + "cell_type": "code", | |
| 438 | + "execution_count": null, | |
| 439 | + "id": "e0ecd46e", | |
| 440 | + "metadata": {}, | |
| 441 | + "outputs": [], | |
| 442 | + "source": [] | |
| 443 | + }, | |
| 444 | + { | |
| 445 | + "cell_type": "code", | |
| 446 | + "execution_count": null, | |
| 447 | + "id": "86ebadc8", | |
| 448 | + "metadata": {}, | |
| 449 | + "outputs": [], | |
| 450 | + "source": [] | |
| 451 | + } | |
| 452 | + ], | |
| 453 | + "metadata": { | |
| 454 | + "kernelspec": { | |
| 455 | + "display_name": "Python 3 (ipykernel)", | |
| 456 | + "language": "python", | |
| 457 | + "name": "python3" | |
| 458 | + }, | |
| 459 | + "language_info": { | |
| 460 | + "codemirror_mode": { | |
| 461 | + "name": "ipython", | |
| 462 | + "version": 3 | |
| 463 | + }, | |
| 464 | + "file_extension": ".py", | |
| 465 | + "mimetype": "text/x-python", | |
| 466 | + "name": "python", | |
| 467 | + "nbconvert_exporter": "python", | |
| 468 | + "pygments_lexer": "ipython3", | |
| 469 | + "version": "3.9.7" | |
| 470 | + }, | |
| 471 | + "toc": { | |
| 472 | + "base_numbering": 1, | |
| 473 | + "nav_menu": {}, | |
| 474 | + "number_sections": true, | |
| 475 | + "sideBar": true, | |
| 476 | + "skip_h1_title": false, | |
| 477 | + "title_cell": "Table of Contents", | |
| 478 | + "title_sidebar": "Contents", | |
| 479 | + "toc_cell": false, | |
| 480 | + "toc_position": {}, | |
| 481 | + "toc_section_display": true, | |
| 482 | + "toc_window_display": false | |
| 483 | + }, | |
| 484 | + "varInspector": { | |
| 485 | + "cols": { | |
| 486 | + "lenName": 16, | |
| 487 | + "lenType": 16, | |
| 488 | + "lenVar": 40 | |
| 489 | + }, | |
| 490 | + "kernels_config": { | |
| 491 | + "python": { | |
| 492 | + "delete_cmd_postfix": "", | |
| 493 | + "delete_cmd_prefix": "del ", | |
| 494 | + "library": "var_list.py", | |
| 495 | + "varRefreshCmd": "print(var_dic_list())" | |
| 496 | + }, | |
| 497 | + "r": { | |
| 498 | + "delete_cmd_postfix": ") ", | |
| 499 | + "delete_cmd_prefix": "rm(", | |
| 500 | + "library": "var_list.r", | |
| 501 | + "varRefreshCmd": "cat(var_dic_list()) " | |
| 502 | + } | |
| 503 | + }, | |
| 504 | + "types_to_exclude": [ | |
| 505 | + "module", | |
| 506 | + "function", | |
| 507 | + "builtin_function_or_method", | |
| 508 | + "instance", | |
| 509 | + "_Feature" | |
| 510 | + ], | |
| 511 | + "window_display": false | |
| 512 | + } | |
| 513 | + }, | |
| 514 | + "nbformat": 4, | |
| 515 | + "nbformat_minor": 5 | |
| 516 | +} |
--- 기생충.png
| Binary file is not shown |
--- 기생충dict.txt
... | ... | @@ -1,17 +0,0 @@ |
| 1 | -±â»ýÃæ | |
| 2 | -ºÀÁØÈ£ | |
| 3 | -¼Û°È£ | |
| 4 | -񃏅 | |
| 5 | -À̼±±Õ | |
| 6 | -¹Ú»çÀå | |
| 7 | -Á¶¿©Á¤ | |
| 8 | -¿¬±³ | |
| 9 | -ÃÖ¿ì½Ä | |
| 10 | -񃨍 | |
| 11 | -¹Ú¼Ò´ã | |
| 12 | -±âÁ¤ | |
| 13 | -ÀåÇýÁø | |
| 14 | -Ãæ¼÷ | |
| 15 | -ÀÌÁ¤Àº | |
| 16 | -ÀÌÁöÇý | |
| 17 | -¹Ú¼ÁØ |
--- 기생충review.txt
... | ... | @@ -1,1001 +0,0 @@ |
| 1 | -º°1°³ ÁØ »ç¶÷µéÀº ³ªº£´çÀÓ | |
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