\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 - \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\/30795\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ub9e4\ub9e4\uc640 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec \uae30\ub2a5 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. Python\uc758 matplotlib \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uac15\ub825\ud558\uace0 \uc720\uc5f0\ud55c \ub3c4\uad6c\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc790\ub3d9 \ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc758 \uae30\ubcf8\uc801\uc778 \uc544\uc774\ub514\uc5b4\uc640 \ud568\uaed8 matplotlib\uc744 \uc0ac\uc6a9\ud55c \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uc18c\uac1c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 … \ub354 \ubcf4\uae30 "\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/30795\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T06:03:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:47:24+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\/30795\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30795\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30\",\"datePublished\":\"2024-10-28T06:03:55+00:00\",\"dateModified\":\"2024-11-26T06:47:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30795\/\"},\"wordCount\":28,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/30795\/\",\"url\":\"https:\/\/atmokpo.com\/w\/30795\/\",\"name\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 - 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{"id":30795,"date":"2024-10-28T06:03:55","date_gmt":"2024-10-28T06:03:55","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=30795"},"modified":"2024-11-26T06:47:24","modified_gmt":"2024-11-26T06:47:24","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%9e%90%eb%8f%99%eb%a7%a4%eb%a7%a4-%ea%b0%9c%eb%b0%9c-matplotlib-%eb%8b%a4%ec%96%91%ed%95%9c-%ea%b7%b8%eb%9e%98%ed%94%84-%ea%b7%b8%eb%a6%ac%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/30795\/","title":{"rendered":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30"},"content":{"rendered":"

<\/p>\n

\n \ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ub9e4\ub9e4\uc640 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.
\n \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec \uae30\ub2a5 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. Python\uc758
\n matplotlib<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uac15\ub825\ud558\uace0 \uc720\uc5f0\ud55c \ub3c4\uad6c\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \n \uc774 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc790\ub3d9 \ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc758 \uae30\ubcf8\uc801\uc778 \uc544\uc774\ub514\uc5b4\uc640 \ud568\uaed8 matplotlib<\/code>\uc744 \uc0ac\uc6a9\ud55c \n \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\n <\/p>\n

1. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uc18c\uac1c<\/h2>\n\n        \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \uc804\ub7b5\uc5d0 \ub530\ub77c \uc2dc\uc7a5\uc5d0 \uac70\ub798\ub97c \uc790\ub3d9\uc73c\ub85c \uc2e4\ud589\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc785\ub2c8\ub2e4.
\n        \uc774 \uc2dc\uc2a4\ud15c\uc740 \ucc28\ud2b8 \ubd84\uc11d, \uac00\uaca9 \ubcc0\ub3d9, \uac70\ub798\ub7c9 \ub4f1 \uc5ec\ub7ec \uac00\uc9c0 \uc694\uc18c\ub97c \uae30\ubc18\uc73c\ub85c \ub9e4\uc785 \ubc0f \ub9e4\ub3c4\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.
\n        \ud30c\uc774\uc36c\uc740 \uc774\ub7ec\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc744 \uc704\ud55c \ub9e4\uc6b0 \ubc94\uc6a9\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c, \ub2e4\uc591\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 API\ub97c \uc81c\uacf5\ud558\uc5ec
\n        \uc27d\uac8c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n
1.1. \uc54c\uace0\ub9ac\uc998 \uac70\ub798\uc758 \uc7a5\uc810<\/h3>\n\n\uac10\uc815 \ubc30\uc81c: \uc2dc\uac04\uc5d0 \ub530\ub978 \uc77c\uad00\ub41c \uacb0\uc815 \uae30\uc900\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n
\uc18d\ub3c4: \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc5d0 \uc989\uac01\uc801\uc73c\ub85c \ubc18\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ubc31\ud14c\uc2a4\ud305: \uacfc\uac70 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc804\ub7b5\uc744 \uac80\ud1a0\ud558\uace0 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n2. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h2>\n\n        \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c Excel, CSV, \ub610\ub294 API\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \uc218\uc9d1\uc774 \uac00\uc7a5 \uae30\ubcf8\uc801\uc778 \ub2e8\uacc4\uc785\ub2c8\ub2e4.
\n        \uc8fc\uc2dd \ub370\uc774\ud130\ub294 Yahoo Finance API\ub098 Alpha Vantage API \ub4f1\uc744 \ud1b5\ud574 \uc27d\uac8c \uc77d\uc5b4\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\n        \uc5ec\uae30\uc11c\ub294 Yahoo Finance API\ub97c \ud65c\uc6a9\ud558\uc5ec \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \uc5bb\ub294 \ubc29\ubc95\uc744 \uc18c\uac1c\ud558\uaca0\uc2b5\ub2c8\ub2e4.\n    <\/p>\n
2.1. \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h3>\n\ub2e4\uc74c \uba85\ub839\uc5b4\ub85c \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud569\ub2c8\ub2e4:<\/p>\n
pip install yfinance matplotlib pandas<\/code><\/pre>\n2.2. \uc8fc\uc2dd \ub370\uc774\ud130 \uac00\uc838\uc624\uae30<\/h3>\n\n        \uc544\ub798\ub294 yfinance<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc774\uc6a9\ud558\uc5ec \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \uc608\uc81c \ucf54\ub4dc\uc785\ub2c8\ub2e4.\n    <\/p>\n
import yfinance as yf\n\nsymbol = 'AAPL'\ndata = yf.download(symbol, start='2020-01-01', end='2023-01-01')\nprint(data.head())<\/code><\/pre>\n3. matplotlib\uc744 \uc0ac\uc6a9\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/h2>\n\nmatplotlib<\/code>\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud574 \uac00\uc7a5 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 Python \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.
\n        \ub2e4\uc591\ud55c \ucc28\ud2b8 \ubc0f \uadf8\ub798\ud504\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\uba70, \uadf8\ub9ac\uae30 \uc704\ud55c \uac04\ub2e8\ud55c \ucf54\ub4dc \uc791\uc131\uc73c\ub85c \uac00\ub2a5\ud569\ub2c8\ub2e4.\n    <\/p>\n
3.1. \uae30\ubcf8\uc801\uc778 \uc120 \uadf8\ub798\ud504 \uadf8\ub9ac\uae30<\/h3>\n\n        \uc2dc\uac04\uc5d0 \ub530\ub978 \uc8fc\uac00\uc758 \ubcc0\ud654\ub97c \ub098\ud0c0\ub0b4\uae30 \uc704\ud574 \uc120 \uadf8\ub798\ud504\ub97c \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294
\n        \uc2dc\uac04\ubcc4 \uc8fc\uac00\ub97c \uc2dc\uac01\ud654\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4.\n    <\/p>\n
import matplotlib.pyplot as plt\n\nplt.figure(figsize=(14, 7))\nplt.plot(data['Close'], label='AAPL \uc885\uac00', color='blue')\nplt.title('AAPL \uc8fc\uac00 \ucd94\uc138')\nplt.xlabel('\ub0a0\uc9dc')\nplt.ylabel('\uc8fc\uac00')\nplt.legend()\nplt.grid()\nplt.show()<\/code><\/pre>\n3.2. \uc774\ub3d9\ud3c9\uade0\uc120 \uadf8\ub9ac\uae30<\/h3>\n\n        \uc8fc\uac00\uc758 \ucd94\uc138\ub97c \ub354\uc6b1 \uba85\ud655\ud558\uac8c \ud30c\uc545\ud558\uae30 \uc704\ud574 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\n        \uc774\ub3d9\ud3c9\uade0\uc120\uc740 \ud2b9\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \ud3c9\uade0 \uc8fc\uac00\ub97c \ub098\ud0c0\ub0b4\uc5b4 \uc2dc\uc7a5\uc758 \ud750\ub984\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.\n    <\/p>\n
data['SMA_20'] = data['Close'].rolling(window=20).mean()\n\nplt.figure(figsize=(14, 7))\nplt.plot(data['Close'], label='AAPL \uc885\uac00', color='blue')\nplt.plot(data['SMA_20'], label='20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', color='orange')\nplt.title('AAPL \uc8fc\uac00\uc640 \uc774\ub3d9\ud3c9\uade0\uc120')\nplt.xlabel('\ub0a0\uc9dc')\nplt.ylabel('\uc8fc\uac00')\nplt.legend()\nplt.grid()\nplt.show()<\/code><\/pre>\n3.3. Candlestick \ucc28\ud2b8 \uadf8\ub9ac\uae30<\/h3>\n\nmatplotlib<\/code>\ub97c \uc774\uc6a9\ud55c Candlestick \ucc28\ud2b8\ub97c \uadf8\ub9ac\uae30 \uc704\ud574\uc11c\ub294 \ubcc4\ub3c4\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.
\n        mplfinance<\/code>\ub97c \uc0ac\uc6a9\ud558\uc5ec Candlestick \ucc28\ud2b8\ub97c \uadf8\ub9ac\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ucc28\ud2b8\ub294
\n        \uac1c\ubcc4 \uac70\ub798\uc77c\uc758 \uc2dc\uac00, \uc885\uac00, \uace0\uac00 \ubc0f \uc800\uac00 \uc815\ubcf4\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ud45c\ud604\ud558\uc5ec \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc744 \uc27d\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n
pip install mplfinance<\/code><\/pre>\nimport mplfinance as mpf\n\nmpf.plot(data, type='candle', volume=True, title='AAPL Candlestick \ucc28\ud2b8', \n         ylabel='\uc8fc\uac00', style='charles')<\/code><\/pre>\n4. \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5 \uac1c\ubc1c<\/h2>\n\uc774\uc81c \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud588\uc73c\ub2c8, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uac04\ub2e8\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1. \uc804\ub7b5: \uc774\ub3d9\ud3c9\uade0 \uad50\ucc28<\/h3>\n\uc774\ub3d9\ud3c9\uade0 \uad50\ucc28 \uc804\ub7b5\uc740 \ub2e8\uae30 \uc774\ub3d9\ud3c9\uade0\uc120\uc774 \uc7a5\uae30 \uc774\ub3d9\ud3c9\uade0\uc120 \uc704\ub85c \uad50\ucc28\ud560 \ub54c \ub9e4\uc218\ud558\uace0,
\n    \uc544\ub798\ub85c \uad50\ucc28\ud560 \ub54c \ub9e4\ub3c4\ud558\ub294 \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc544\ub798\ub294 \uc774\ub97c \uad6c\ud604\ud55c \uc608\uc81c \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n
data['SMA_50'] = data['Close'].rolling(window=50).mean()\n\n# \ub9e4\uc218 \uc2e0\ud638 \ubc0f \ub9e4\ub3c4 \uc2e0\ud638 \uc0dd\uc131\ndata['Signal'] = 0\ndata['Signal'][20:] = np.where(data['SMA_20'][20:] > data['SMA_50'][20:], 1, 0)\ndata['Position'] = data['Signal'].diff()\n\nplt.figure(figsize=(14, 7))\nplt.plot(data['Close'], label='AAPL \uc885\uac00', alpha=0.5)\nplt.plot(data['SMA_20'], label='20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', alpha=0.75)\nplt.plot(data['SMA_50'], label='50\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', alpha=0.75)\n\n# \ub9e4\uc218 \uc2e0\ud638 \uc810\nplt.plot(data[data['Position'] == 1].index, \n         data['SMA_20'][data['Position'] == 1], \n         '^', markersize=10, color='g', label='\ub9e4\uc218 \uc2e0\ud638')\n# \ub9e4\ub3c4 \uc2e0\ud638 \uc810\nplt.plot(data[data['Position'] == -1].index, \n         data['SMA_20'][data['Position'] == -1], \n         'v', markersize=10, color='r', label='\ub9e4\ub3c4 \uc2e0\ud638')\n\nplt.title('\uc774\ub3d9\ud3c9\uade0 \uad50\ucc28 \uc804\ub7b5 - AAPL')\nplt.xlabel('\ub0a0\uc9dc')\nplt.ylabel('\uc8fc\uac00')\nplt.legend()\nplt.grid()\nplt.show()<\/code><\/pre>\n5. \uacb0\ub860<\/h2>\n\n        \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uac1c\ubc1c\uc740 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uc2dc\uac01\ud654, \uadf8\ub9ac\uace0 \uc720\ud6a8\ud55c \ub9e4\ub9e4 \uc804\ub7b5\uc5d0 \ub300\ud55c \uae4a\uc740 \uc774\ud574\ub97c
\n        \uc694\uad6c\ud569\ub2c8\ub2e4. matplotlib<\/code>\uc740 \uc774\ub7ec\ud55c \uacfc\uc815\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\ub85c, \ub370\uc774\ud130\uc758 \ud750\ub984\uacfc
\n        \ud328\ud134\uc744 \ud55c\ub208\uc5d0 \ud655\uc778\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uadf8\ub798\ud504\ub97c \ud1b5\ud574 \uc2dc\uc7a5\uc758 \ub3d9\ud5a5\uc744 \ud30c\uc545\ud558\uace0,
\n        \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ud6a8\uacfc\uc801\uc778 \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uacc4\uc18d\ud574\uc11c \ub2e4\uc591\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5\uc744
\n        \uac1c\ubc1c\ud558\uace0, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc131\uacfc\ub97c \ub192\uc774\ub294 \ubc29\ubc95\uc744 \uc5f0\uad6c\ud574 \ubcf4\uae38 \ubc14\ub78d\ub2c8\ub2e4.\n    <\/p>\n
6. \ucc38\uace0\uc790\ub8cc<\/h2>\n\nMatplotlib Documentation<\/a><\/li>\n
Pandas Documentation<\/a><\/li>\n
Mplfinance Documentation<\/a><\/li>\n
Yfinance Documentation<\/a><\/li>\n<\/ul>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"\ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ub9e4\ub9e4\uc640 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec \uae30\ub2a5 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. Python\uc758 matplotlib \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uac15\ub825\ud558\uace0 \uc720\uc5f0\ud55c \ub3c4\uad6c\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc790\ub3d9 \ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc758 \uae30\ubcf8\uc801\uc778 \uc544\uc774\ub514\uc5b4\uc640 \ud568\uaed8 matplotlib\uc744 \uc0ac\uc6a9\ud55c \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uc18c\uac1c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 … \ub354 \ubcf4\uae30 “\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30”<\/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":[37],"tags":[],"class_list":["post-30795","post","type-post","status-publish","format-standard","hentry","category-37"],"yoast_head":"\n\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 - \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\/30795\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ub9e4\ub9e4\uc640 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec \uae30\ub2a5 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. Python\uc758 matplotlib \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uac15\ub825\ud558\uace0 \uc720\uc5f0\ud55c \ub3c4\uad6c\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc790\ub3d9 \ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc758 \uae30\ubcf8\uc801\uc778 \uc544\uc774\ub514\uc5b4\uc640 \ud568\uaed8 matplotlib\uc744 \uc0ac\uc6a9\ud55c \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uc18c\uac1c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 … \ub354 \ubcf4\uae30 "\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/30795\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T06:03:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:47:24+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\/30795\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30795\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30\",\"datePublished\":\"2024-10-28T06:03:55+00:00\",\"dateModified\":\"2024-11-26T06:47:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30795\/\"},\"wordCount\":28,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/30795\/\",\"url\":\"https:\/\/atmokpo.com\/w\/30795\/\",\"name\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, matplotlib \ub2e4\uc591\ud55c \uadf8\ub798\ud504 \uadf8\ub9ac\uae30 - 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