{"id":39643,"date":"2024-11-02T06:50:42","date_gmt":"2024-11-02T06:50:42","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=39643"},"modified":"2024-11-26T06:41:10","modified_gmt":"2024-11-26T06:41:10","slug":"%ec%8b%9c%ea%b3%84%ec%97%b4-%eb%b0%8f-%ea%b8%88%ec%9c%b5-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%85%8b-google-trends-%ea%b2%80%ec%83%89-%ed%8a%b8%eb%a0%8c%eb%93%9c-%ec%8b%9c%ea%b3%84%ec%97%b4-%eb%8d%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/39643\/","title":{"rendered":"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends  \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130"},"content":{"rendered":"<p>\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc774 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud558\ub294 \ub370\uc774\ud130\ub85c, \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub77c \ubcc0\ud654\ud558\ub294 \ud328\ud134\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc8fc\uc2dd \uac00\uaca9, \ud658\uc728, \uacbd\uc81c \uc9c0\ud45c \ub4f1\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ubcc0\uc218\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc0b4\ud3b4\ubcf4\uace0, Google Trends\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub780?<\/h2>\n<p>\uc2dc\uacc4\uc5f4(data)\ub780 \uc77c\uc815\ud55c \ubcc0\ud654 \uac04\uaca9\uc5d0 \ub530\ub77c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc2dc\uac04\uc5d0 \ub530\ub77c \uc218\uc9d1\ub418\uba70, \uac01 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \ud2b9\uc815 \uc2dc\uc810\uc5d0 \ud574\ub2f9\ud558\ub294 \uac12\uc744 \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc740 \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubbf8\ub798 \ud2b8\ub80c\ub4dc\ub97c \uc608\uce21\ud558\uac70\ub098 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\ub294 \uc791\uc5c5\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uc608\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc8fc\uc2dd \uc2dc\uc7a5\uc758 \uc8fc\uac00 \uc2dc\uc138<\/li>\n<li>\ud658\uc728 \ubcc0\ub3d9<\/li>\n<li>\uae30\uc628 \ubcc0\ud654<\/li>\n<li>\uc18c\ube44\uc790 \ubb3c\uac00 \uc9c0\uc218(CPI)<\/li>\n<\/ul>\n<h2>2. \uae08\uc735 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131<\/h2>\n<p>\uae08\uc735 \ub370\uc774\ud130\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ud22c\uc790 \ubd84\uc11d \ubc0f \uacbd\uc81c \uc5f0\uad6c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud22c\uc790\uc790\ub4e4\uc740 \uacfc\uac70 \uac00\uaca9 \ud328\ud134\uc744 \ubd84\uc11d\ud558\uc5ec \ubbf8\ub798 \uc2dc\uc7a5 \ub3d9\ud5a5\uc744 \uc608\uce21\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \ubcf4\ub2e4 \uc2e0\uc911\ud55c \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uae08\uc735 \ub370\uc774\ud130\ub294 \ud1b5\uacc4\uc801 \ubaa8\ub378\ub9c1, \uba38\uc2e0\ub7ec\ub2dd \ud559\uc2b5 \ubc0f \uc2dc\uacc4\uc5f4 \uc608\uce21 \ub4f1\uc758 \ub2e4\uc591\ud55c \uae30\uc220\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uae08\uc735 \ub370\uc774\ud130\uc14b \ubd84\uc11d\uc744 \uc704\ud55c \uc8fc\uc694 \ubaa9\ud45c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc2dc\uc7a5 \ub3d9\ud5a5 \uc774\ud574<\/li>\n<li>\uc704\ud5d8 \uad00\ub9ac<\/li>\n<li>\ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/li>\n<li>\uae30\ub300 \uc218\uc775\ub960 \uc608\uce21<\/li>\n<\/ul>\n<h2>3. Google Trends \uc18c\uac1c<\/h2>\n<p>Google Trends\ub294 \uad6c\uae00 \uac80\uc0c9\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ud2b8\ub80c\ub4dc\ub97c \ubd84\uc11d\ud558\uc5ec \uc81c\uacf5\ud558\ub294 \uc11c\ube44\uc2a4\ub85c, \uc0ac\uc6a9\uc790\uac00 \uc785\ub825\ud55c \uac80\uc0c9\uc5b4\uc758 \uc778\uae30\ub3c4, \uc2dc\uac04\uc5d0 \ub530\ub978 \uad00\uc2ec\ub3c4\uc758 \ubcc0\ud654\ub97c \uc2dc\uac01\ud654\ud569\ub2c8\ub2e4. Google Trends\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc5f0\uad6c \ubc0f \ubd84\uc11d\uc5d0 \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \ud2b9\uc815 \uc8fc\uc81c\ub098 \ud0a4\uc6cc\ub4dc\uc5d0 \ub300\ud55c \uacf5\uacf5\uc758 \uad00\uc2ec \ubcc0\ud654\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<p>Google Trends\uc758 \ub370\uc774\ud130\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud2b9\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc2dc\uac04\uc5d0 \ub530\ub978 \uac80\uc0c9\ub7c9 \ubcc0\ud654: \ud2b9\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \uac80\uc0c9\uc5b4\uc758 \uc778\uae30\ub3c4\ub97c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub85c \ud45c\ud604<\/li>\n<li>\uc9c0\uc5ed\uc801 \ub370\uc774\ud130 \ubd84\uc11d: \ud2b9\uc815 \uc9c0\uc5ed\uc5d0\uc11c\uc758 \uac80\uc0c9\ub7c9 \ubcc0\ud654\ub97c \ubd84\uc11d \uac00\ub2a5<\/li>\n<li>\uc0c1\uad00\uad00\uacc4 \ub3c4\ucd9c: \ub2e4\ub978 \ub370\uc774\ud130\uc14b\uacfc\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubd84\uc11d\ud558\uc5ec \uc758\ubbf8\uc788\ub294 \uacb0\ub860 \ub3c4\ucd9c \uac00\ub2a5<\/li>\n<\/ul>\n<h2>4. Google Trends \ub370\uc774\ud130\uc14b \ud65c\uc6a9<\/h2>\n<p>\uae30\uacc4 \ud559\uc2b5 \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uc5ec Google Trends \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc740 \ub2e4\uc591\ud569\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc608\uce21 \ubaa8\ub378\ub9c1:<\/strong> \ud2b9\uc815 \ud0a4\uc6cc\ub4dc\uc758 \uac80\uc0c9\ub7c9 \ubcc0\ud654 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \ubbf8\ub798\uc758 \uac80\uc0c9\ub7c9 \uc608\uce21<\/li>\n<li><strong>\uc0c1\uad00 \uad00\uacc4 \ubd84\uc11d:<\/strong> \uae08\uc735 \ub370\uc774\ud130(\uc608: \uc8fc\uc2dd \uc2dc\uc7a5 \ub370\uc774\ud130)\uc640 Google Trends \ub370\uc774\ud130\ub97c \uacb0\ud569\ud558\uc5ec \uacbd\uc81c\uc801 \uc774\ubca4\ud2b8\uc640 \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uac04\uc758 \uad00\uacc4 \ubd84\uc11d<\/li>\n<li><strong>\uad70\uc9d1\ud654:<\/strong> \uac80\uc0c9\uc5b4\uc758 \uc720\uc0ac\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uc758\ub3c4 \ubd84\uc11d\uc744 \ud1b5\ud574 \uad70\uc9d1\ud654 \uc218\ud589<\/li>\n<\/ul>\n<h3>4.1 \uc608\uce21 \ubaa8\ub378\ub9c1<\/h3>\n<p>\uc608\uce21 \ubaa8\ub378\ub9c1\uc740 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubbf8\ub798\uc758 \ud2b8\ub80c\ub4dc\ub97c \uc608\uce21\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. Google Trends\uc5d0\uc11c \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \uc2dc\uacc4\uc5f4 \uc608\uce21 \ubaa8\ub378(\uc608: ARIMA, SARIMA \ub4f1)\uc5d0 \uc785\ub825\ud558\uc5ec \ud2b9\uc815 \ud0a4\uc6cc\ub4dc\uc758 \ubbf8\ub798 \uac80\uc0c9\ub7c9\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, COVID-19\uc640 \uad00\ub828\ub41c \uac80\uc0c9\ub7c9 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud574\ub2f9 \uc9c8\ubcd1\uc758 \ud655\uc0b0 \ucd94\uc138\ub97c \uc608\uce21\ud558\ub294 \uc5f0\uad6c\uac00 \uc774\ub8e8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.2 \uc0c1\uad00 \uad00\uacc4 \ubd84\uc11d<\/h3>\n<p>Google Trends\uc640 \uae08\uc735 \ub370\uc774\ud130 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubd84\uc11d\ud558\uba74 \uacbd\uc81c\uc801 \uacb0\uc815\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc81c\ud488\uc758 \uac80\uc0c9\ub7c9\uacfc \uadf8 \uc81c\ud488\uc758 \uc8fc\uac00 \uc0ac\uc774\uc5d0 \uc0c1\uad00\uad00\uacc4\uac00 \uc788\uc744 \uacbd\uc6b0, \uac80\uc0c9 \ud2b8\ub80c\ub4dc\uac00 \uc8fc\uac00 \ubcc0\ub3d9\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.3 \uad70\uc9d1\ud654<\/h3>\n<p>\uad70\uc9d1\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc720\uc0ac\ud55c \uac80\uc0c9\uc5b4 \ub610\ub294 \uad00\uc2ec\uc0ac\ub97c \uadf8\ub8f9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad70\uc9d1\ud654 \uacfc\uc815\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ubd84\uc11d\uacfc \ub9c8\ucf00\ud305 \uc804\ub7b5 \uc218\ub9bd\uc5d0\ub3c4 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>5. Google Trends \ub370\uc774\ud130 \uc218\uc9d1 \ubc29\ubc95<\/h2>\n<p>Google Trends\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \ubc29\ubc95\uc740 \uac04\ub2e8\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 Google Trends \uc6f9\uc0ac\uc774\ud2b8\uc5d0 \uc811\uc18d\ud558\uc5ec \ud2b9\uc815 \ud0a4\uc6cc\ub4dc\ub97c \uc785\ub825\ud558\uace0, \uc6d0\ud558\ub294 \uae30\uac04 \ubc0f \uc9c0\uc5ed \uc124\uc815 \ud6c4 \ub370\uc774\ud130\ub97c \ub2e4\uc6b4\ub85c\ub4dc \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 API\ub97c \ud1b5\ud574 \ub354 \uccb4\uacc4\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub824\uba74 \uc544\ub798\uc758 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\n<strong>5.1 Pytrends \ub77c\uc774\ube0c\ub7ec\ub9ac \uc0ac\uc6a9<\/strong>\n<\/p>\n<p>Python \ud658\uacbd\uc5d0\uc11c Google Trends \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uae30 \uc704\ud574 Pytrends\ub77c\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Pytrends\ub294 \uad6c\uae00\uc758 \ube44\uacf5\uc2dd API\ub85c, \uc5ec\ub7ec \uac80\uc0c9\uc5b4\uc5d0 \ub300\ud55c \uac80\uc0c9 \ud2b8\ub80c\ub4dc\ub97c \ud504\ub85c\uadf8\ub7a8\uc801\uc73c\ub85c \uc218\uc9d1\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4. Pytrends\ub97c \uc124\uce58\ud558\uace0 \uac80\uc0c9 \ud2b8\ub80c\ub4dc\ub97c \uac00\uc838\uc624\ub294 \uae30\ubcf8 \ucf54\ub4dc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>pip install pytrends<\/code><\/pre>\n<pre><code>from pytrends.request import TrendReq\n\npytrends = TrendReq()\npytrends.build_payload(['\uc8fc\uc2dd', '\ud658\uc728'], timeframe='today 12-m')\ndata = pytrends.interest_over_time()\nprint(data)<\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc\ub97c \ud1b5\ud574 &#8216;\uc8fc\uc2dd&#8217;\uacfc &#8216;\ud658\uc728&#8217; \uad00\ub828 \uac80\uc0c9\uc5b4\uc758 \uc9c0\ub09c 12\uac1c\uc6d4 \ub3d9\uc548\uc758 \uac80\uc0c9 \ud2b8\ub80c\ub4dc \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/h2>\n<p>\uc218\uc9d1\ud55c Google Trends \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \ubd84\uc11d\uc744 \ud1b5\ud574 \uc720\uc6a9\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud1b5\uacc4\uc801 \ub370\uc774\ud130 \ubd84\uc11d, \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uac1c\ubc1c \ubc0f \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>6.1 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/h3>\n<p>\ub370\uc774\ud130 \uc2dc\uac01\ud654\uc5d0\uc11c \uac00\uc7a5 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c\ub294 Matplotlib, Seaborn \ubc0f Plotly\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc744 \uc0ac\uc6a9\ud558\uc5ec Google Trends \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\ub294 \uac04\ub2e8\ud55c \uc608\uc2dc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>import matplotlib.pyplot as plt\n\nplt.figure(figsize=(10, 5))\nplt.plot(data.index, data['\uc8fc\uc2dd'], label='\uc8fc\uc2dd')\nplt.plot(data.index, data['\ud658\uc728'], label='\ud658\uc728')\nplt.legend()\nplt.title('\uc8fc\uc2dd \ubc0f \ud658\uc728 \uac80\uc0c9 \ud2b8\ub80c\ub4dc')\nplt.xlabel('\uc2dc\uac04')\nplt.ylabel('\uac80\uc0c9\ub7c9')\nplt.show()<\/code><\/pre>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f Google Trends \ub370\uc774\ud130 \ud65c\uc6a9\uc740 \ud604\ub300 \ub370\uc774\ud130 \uacfc\ud559, \uae08\uc735 \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5 \uac1c\ubc1c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. Google Trends\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc720\uc6a9\ud55c \uac80\uc0c9 \ud2b8\ub80c\ub4dc \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \uc5f0\uad6c\uc640 \ubd84\uc11d\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \uae30\uacc4 \ud559\uc2b5 \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uacfc \uacb0\ud569\ud558\uc5ec \ud5a5\ud6c4 \uc2dc\uc7a5 \uc608\uce21 \ubc0f \uc18c\ube44\uc790 \ud589\ub3d9 \ubd84\uc11d \ub4f1\uc758 \ub3c4\uc804 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, Google Trends\uc758 \ub370\uc774\ud130\ub294 \uc5f0\uad6c\uc790\uc640 \ubd84\uc11d\uac00\uac00 \uacf5\uacf5\uc758 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc218\uc9d1\uacfc \ubd84\uc11d\uc744 \ud1b5\ud574 \uc2e4\uc9c8\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \ud65c\uc6a9\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<h2>8. \ucc38\uace0 \uc790\ub8cc<\/h2>\n<ul>\n<li><a href=\"https:\/\/trends.google.com\/trends\/?geo=US\">Google Trends \uc6f9\uc0ac\uc774\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/pypi.org\/project\/pytrends\/\">Pytrends documentation<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/google-trends-analysis-with-python-4d50da785cd8\">Google Trends \ubd84\uc11d \uad00\ub828 \ube14\ub85c\uadf8<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc774 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud558\ub294 \ub370\uc774\ud130\ub85c, \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub77c \ubcc0\ud654\ud558\ub294 \ud328\ud134\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc8fc\uc2dd \uac00\uaca9, \ud658\uc728, \uacbd\uc81c \uc9c0\ud45c \ub4f1\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ubcc0\uc218\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc0b4\ud3b4\ubcf4\uace0, Google Trends\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub780? \uc2dc\uacc4\uc5f4(data)\ub780 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/39643\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends  \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[199],"tags":[],"class_list":["post-39643","post","type-post","status-publish","format-standard","hentry","category-199"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/39643\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc774 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud558\ub294 \ub370\uc774\ud130\ub85c, \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub77c \ubcc0\ud654\ud558\ub294 \ud328\ud134\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc8fc\uc2dd \uac00\uaca9, \ud658\uc728, \uacbd\uc81c \uc9c0\ud45c \ub4f1\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ubcc0\uc218\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc0b4\ud3b4\ubcf4\uace0, Google Trends\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub780? \uc2dc\uacc4\uc5f4(data)\ub780 &hellip; \ub354 \ubcf4\uae30 &quot;\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/39643\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T06:50:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:41:10+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/39643\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/39643\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\",\"datePublished\":\"2024-11-02T06:50:42+00:00\",\"dateModified\":\"2024-11-26T06:41:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/39643\/\"},\"wordCount\":61,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub370\uc774\ud130\uc218\uc9d1\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/39643\/\",\"url\":\"https:\/\/atmokpo.com\/w\/39643\/\",\"name\":\"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-11-02T06:50:42+00:00\",\"dateModified\":\"2024-11-26T06:41:10+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/39643\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/39643\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/39643\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/39643\/","og_locale":"ko_KR","og_type":"article","og_title":"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc774 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud558\ub294 \ub370\uc774\ud130\ub85c, \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub77c \ubcc0\ud654\ud558\ub294 \ud328\ud134\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc8fc\uc2dd \uac00\uaca9, \ud658\uc728, \uacbd\uc81c \uc9c0\ud45c \ub4f1\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ubcc0\uc218\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc0b4\ud3b4\ubcf4\uace0, Google Trends\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub780? \uc2dc\uacc4\uc5f4(data)\ub780 &hellip; \ub354 \ubcf4\uae30 \"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\"","og_url":"https:\/\/atmokpo.com\/w\/39643\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-11-02T06:50:42+00:00","article_modified_time":"2024-11-26T06:41:10+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/39643\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/39643\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130","datePublished":"2024-11-02T06:50:42+00:00","dateModified":"2024-11-26T06:41:10+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/39643\/"},"wordCount":61,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ub370\uc774\ud130\uc218\uc9d1"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/39643\/","url":"https:\/\/atmokpo.com\/w\/39643\/","name":"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-11-02T06:50:42+00:00","dateModified":"2024-11-26T06:41:10+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/39643\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/39643\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/39643\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Google Trends \uac80\uc0c9 \ud2b8\ub80c\ub4dc \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":28880,"url":"https:\/\/atmokpo.com\/w\/28880\/","url_meta":{"origin":39643,"position":0},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub2e4\ubcc0\ub7c9 \uc2dc\uacc4\uc5f4 \ubaa8\ub378","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: [\ub0a0\uc9dc] 1. \uc11c\ub860 \ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc758 \ubcc0\ud654\uac00 \ube60\ub974\uac8c \uc9c4\ud589\ub418\uba74\uc11c, \uc804\ud1b5\uc801\uc778 \ud22c\uc790 \ubc29\uc2dd\uc740 \ud55c\uacc4\uc5d0 \ubd80\ub52a\ud788\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \ub300\ub450\ub418\uc5c8\uace0, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\ub4e4\uc774 \uadf8 \uc911\uc2ec\uc5d0 \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ub2e4\ubcc0\ub7c9 \uc2dc\uacc4\uc5f4 \ubaa8\ub378\uc740 \uc5ec\ub7ec \ubcc0\uc218 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubd84\uc11d\ud558\uc5ec, \ubbf8\ub798\uc758 \uac00\uaca9 \ubcc0\ub3d9\uc744 \uc608\uce21\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28890,"url":"https:\/\/atmokpo.com\/w\/28890\/","url_meta":{"origin":39643,"position":1},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub2e8\uc704\uadfc\uc758 \ucc98\ub9ac \ubc29\ubc95","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"1. \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning)\uacfc \ub525\ub7ec\ub2dd(Deep Learning)\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uae09\uaca9\ud788 \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ube60\ub974\uac8c \ubd84\uc11d\ud558\uace0, \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uc5ec \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uae08\uc735 \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc0c1 \ub2e8\uc704\uadfc(Stationarity) \ubb38\uc81c\ub294 \ud56d\uc0c1 \uace0\ub824\ud574\uc57c \ud560 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29369,"url":"https:\/\/atmokpo.com\/w\/29369\/","url_meta":{"origin":39643,"position":2},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud150\uc11c\ubcf4\ub4dc\ub97c \uc0ac\uc6a9\ud574 \uc784\ubca0\ub529 \uc2dc\uac01\ud654","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"2023\ub144 X\uc6d4 X\uc77c | \uc791\uc131\uc790: \uc870\uad11\ud615 \uc11c\ub860 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uadf8 \uc758\ubbf8\uac00 \ub354\uc6b1 \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud558\uba74\uc11c \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc73c\ub85c\ub294 \uc5bb\uae30 \ud798\ub4e0 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uae30\uacc4\ud559\uc2b5 \uae30\ubc18\uc758 \ud2b8\ub808\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc774 \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uace0,\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28902,"url":"https:\/\/atmokpo.com\/w\/28902\/","url_meta":{"origin":39643,"position":3},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub300\uccb4 \ub370\uc774\ud130 \ud3c9\uac00\ub97c \uc704\ud55c \uae30\uc900","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc791\uc131\uc77c: 2023\ub144 10\uc6d4 7\uc77c \uc791\uc131\uc790: \uc870\uad11\ud615 1. \uc11c\ub860 \uae08\uc735 \uc2dc\uc7a5\uc758 \ubcf5\uc7a1\uc131\uacfc \ube44\uc120\ud615\uc131\uc73c\ub85c \uc778\ud574 \uc804\ud1b5\uc801\uc778 \ubd84\uc11d \ubc29\ubc95\ub9cc\uc73c\ub85c\ub294 \ud6a8\uc728\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uacfc \uac19\uc740 \ucd5c\uc2e0 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc774 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ud2b9\uc815\ud55c \ud328\ud134\uc744 \ucc3e\uc544\ub0b4\ub294 \ub370 \uac15\ub825\ud55c \ub2a5\ub825\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":39967,"url":"https:\/\/atmokpo.com\/w\/39967\/","url_meta":{"origin":39643,"position":4},"title":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, AI \uad00\ub828 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\uc640 \uc815\ubcf4\ub97c \uc5bb\ub294 \ub274\uc2a4 \uc0ac\uc774\ud2b8","author":"root","date":"2024\ub144 11\uc6d4 02\uc77c","format":false,"excerpt":"\uc791\uc131\uc77c: 2023\ub144 10\uc6d4 10\uc77c | \uc791\uc131\uc790: \uc870\uad11\ud615 \uc11c\ub860 \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \ud604\uc7ac \uac00\uc7a5 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\ub294 \uae30\uc220 \uc911 \ud558\ub098\uc774\uba70, \uc6b0\ub9ac \uc0ac\ud68c\uc758 \uac70\uc758 \ubaa8\ub4e0 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc77c\uc73c\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4, \uc758\ub8cc, \uad50\uc721, \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8\ub294 \ubb3c\ub860, \uac01\uc885 \uc77c\uc0c1 \uc0dd\ud65c\uc5d0\uc11c\uc758 \ud65c\uc6a9\uc774 \uc810\uc810 \ub354 \ub450\ub4dc\ub7ec\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc758 \ubc1c\uc804\uc5d0 \ub300\ud55c \ucd5c\uc2e0 \uc815\ubcf4\uc640 \ud2b8\ub80c\ub4dc\ub97c \uc218\uc9d1\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \ub274\uc2a4\u2026","rel":"","context":"&quot;\uc778\uacf5\uc9c0\ub2a5\ud65c\uc6a9&quot;\uc5d0\uc11c","block_context":{"text":"\uc778\uacf5\uc9c0\ub2a5\ud65c\uc6a9","link":"https:\/\/atmokpo.com\/w\/category\/%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5%ed%99%9c%ec%9a%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28900,"url":"https:\/\/atmokpo.com\/w\/28900\/","url_meta":{"origin":39643,"position":5},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub300\uccb4 \ub370\uc774\ud130 \uc2dc\uc7a5","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 | \ub0a0\uc9dc: 2024\ub144 11\uc6d4 26\uc77c 1. \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae09\uc18d\ub3c4\ub85c \ubc1c\uc804\ud574\uc654\uc73c\uba70, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc740 \uc774\ub7ec\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc751\uc6a9\uae4c\uc9c0 \uc2ec\ub3c4 \uae4a\uac8c \uc0b4\ud3b4\ubcf4\uba70, \uc774\ub97c \uc704\ud55c \ub300\uccb4 \ub370\uc774\ud130 \uc2dc\uc7a5\uc5d0 \ub300\ud574\uc11c\ub3c4 \ub17c\uc758\ud558\uaca0\uc2b5\ub2c8\ub2e4. 2.\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/39643","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=39643"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/39643\/revisions"}],"predecessor-version":[{"id":39644,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/39643\/revisions\/39644"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=39643"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=39643"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=39643"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}