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1. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 \uae08\uc735 \ub370\uc774\ud130\uc758 \uc774\ud574<\/h2>\n
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1.1 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \ud2b9\uc131<\/h3>\n

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\uacc4\uc808\uc131:<\/strong> \ud2b9\uc815 \uc8fc\uae30\ub9c8\ub2e4 \ubc18\ubcf5\ub418\ub294 \ud328\ud134\uc774 \ub098\ud0c0\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n

\ucd94\uc138:<\/strong> \ub370\uc774\ud130\uac00 \uc7a5\uae30\uc801\uc73c\ub85c \uc99d\uac00\ud558\uac70\ub098 \uac10\uc18c\ud558\ub294 \uacbd\ud5a5\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2. Yahoo Finance \ub370\uc774\ud130\uc758 \uc7a5\uc810<\/h2>\n
Yahoo Finance\ub294 \ub2e4\uc591\ud55c \uae08\uc735 \ub370\uc774\ud130\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub294 \ubb34\ub8cc \ubc0f \uc720\ub8cc \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 Yahoo Finance\uc758 \uc8fc\uc694 \uc7a5\uc810\uc785\ub2c8\ub2e4:<\/p>\n
\n
\ub2e4\uc591\uc131:<\/strong> \uc8fc\uc2dd, \uc678\ud658, \uc6d0\uc790\uc7ac \ub4f1 \ub2e4\uc591\ud55c \uc790\uc0b0 \ud074\ub798\uc2a4\uc758 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n
\uc0ac\uc6a9 \ud3b8\uc758\uc131:<\/strong> \uc0ac\uc6a9\uc790\uac00 \uc6f9 \uc778\ud130\ud398\uc774\uc2a4\uc5d0\uc11c \uc27d\uac8c \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud558\uace0 \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc2e4\uc2dc\uac04 \uc5c5\ub370\uc774\ud2b8:<\/strong> \ucd5c\uc2e0 \ub370\uc774\ud130\uac00 \uc81c\uacf5\ub418\uc5b4 \ud604\ud669\uc744 \ube60\ub974\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
API \ud65c\uc6a9:<\/strong> Yahoo Finance API\ub97c \ud1b5\ud574 \ud504\ub85c\uadf8\ub798\ubc0d\uc801\uc73c\ub85c \ub370\uc774\ud130\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3. Yahoo Finance\uc5d0\uc11c \ub370\uc774\ud130 \uc5bb\uae30<\/h2>\n
Yahoo Finance\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc5bb\ub294 \ubc29\ubc95\uc740 \uc5ec\ub7ec \uac00\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc6f9 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud55c \uc218\ub3d9 \ub370\uc774\ud130 \ub2e4\uc6b4\ub85c\ub4dc\uc640 API\ub97c \ud1b5\ud55c \ud504\ub85c\uadf8\ub798\ubc0d\uc801 \ub370\uc774\ud130 \uc811\uadfc \ubc29\uc2dd\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 \uc6f9 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud55c \ub370\uc774\ud130 \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n
1. Yahoo Finance \uc6f9\uc0ac\uc774\ud2b8\uc5d0 \uc811\uc18d\ud569\ub2c8\ub2e4. (https:\/\/finance.yahoo.com)
\n 2. \uc6d0\ud558\ub294 \uc8fc\uc2dd \uc885\ubaa9\uc744 \uac80\uc0c9\ud558\uace0 \ud574\ub2f9 \uc885\ubaa9\uc758 \ud398\uc774\uc9c0\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4.
\n 3. ‘Historical Data’ \ud0ed\uc744 \ud074\ub9ad\ud569\ub2c8\ub2e4.
\n 4. \ub0a0\uc9dc \ubc94\uc704\ub97c \uc124\uc815\ud558\uace0 ‘Download Data’ \ubc84\ud2bc\uc744 \ud074\ub9ad\ud558\uc5ec CSV \ud30c\uc77c\ub85c \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/p>\n
3.2 Yahoo Finance API \uc0ac\uc6a9\ud558\uae30<\/h3>\n
Yahoo Finance\ub294 \uacf5\uc2dd API\ub97c \uc81c\uacf5\ud558\uc9c0 \uc54a\uc9c0\ub9cc, Python\uacfc \uac19\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud45c\uc801\uc73c\ub85c yfinance<\/code>\ub77c\ub294 \ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
pip install yfinance<\/code><\/pre>\n\uc544\ub798\uc758 \uc608\uc2dc\ub294 yfinance<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \ubd88\ub7ec\uc624\ub294 \ucf54\ub4dc\uc785\ub2c8\ub2e4:<\/p>\n import yfinance as yf\n\n# \uc8fc\uc2dd \ub370\uc774\ud130 \ubd88\ub7ec\uc624\uae30\nticker = \"AAPL\" # \uc560\ud50c \uc8fc\uc2dd\ndata = yf.download(ticker, start=\"2020-01-01\", end=\"2023-01-01\")\nprint(data.head())<\/code><\/pre>\n4. \uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uae30\ucd08<\/h2>\n\uc218\uc9d1\ub41c \uae08\uc735 \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \ubd84\uc11d\uc744 \ud1b5\ud574 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 \uba87 \uac00\uc9c0 \uae30\ubcf8\uc801\uc778 \ubd84\uc11d \uae30\ubc95\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n 4.1 \uae30\ucd08 \ud1b5\uacc4 \ubd84\uc11d<\/h3>\n\ub370\uc774\ud130\ub97c \uc218\uc9d1\ud55c \ud6c4 \uae30\ubcf8\uc801\uc778 \ud1b5\uacc4\ub7c9\uc744 \ud655\uc778\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud3c9\uade0, \uc911\uc704\uc218, \ud45c\uc900\ud3b8\ucc28 \ub4f1\uc758 \uae30\ucd08 \ud1b5\uacc4\ub7c9\uc744 \uc0b4\ud3b4\ubcf4\uc544\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\uc758 \uc804\ubc18\uc801\uc778 \uc131\uaca9\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n # \ud3c9\uade0\uacfc \ud45c\uc900\ud3b8\ucc28 \uacc4\uc0b0\nmean = data['Close'].mean()\nstd_dev = data['Close'].std()\n\nprint(\"\ud3c9\uade0 \uc885\uac00:\", mean)\nprint(\"\ud45c\uc900 \ud3b8\ucc28:\", std_dev)\n<\/code><\/pre>\n4.2 \uc2dc\uac01\ud654<\/h3>\n\ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uc5ec \ud328\ud134\uc774\ub098 \ud2b8\ub80c\ub4dc\ub97c \ucc3e\ub294 \uac83\uc740 \uc911\uc694\ud569\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc758 matplotlib<\/code>\uacfc seaborn<\/code> \ud328\ud0a4\uc9c0\ub97c \uc0ac\uc6a9\ud558\uba74 \uc27d\uac8c \uc2dc\uac01\ud654 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n import matplotlib.pyplot as plt\n\n# \uc885\uac00 \uc2dc\uac01\ud654\nplt.figure(figsize=(12,6))\nplt.plot(data['Close'], label='\uc885\uac00')\nplt.title('AAPL \uc8fc\uac00')\nplt.xlabel('\ub0a0\uc9dc')\nplt.ylabel('\uac00\uaca9')\nplt.legend()\nplt.show()<\/code><\/pre>\n4.3 \uc608\uce21 \ubaa8\ub378 \uad6c\ucd95<\/h3>\n\uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \ubc29\ubc95 \uc911 \ud558\ub098\ub294 \uc2dc\uacc4\uc5f4 \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. ARIMA, SARIMA, \ub610\ub294 LSTM\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n 4.3.1 ARIMA \ubaa8\ub378<\/h4>\nARIMA(Autoregressive Integrated Moving Average) \ubaa8\ub378\uc740 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \uc608\uce21\uc744 \uc704\ud55c \ud1b5\uacc4\uc801 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc790\uc728\ud68c\uadc0(AR), \uc774\ub3d9 \ud3c9\uade0(MA), \uadf8\ub9ac\uace0 \ucc28\ubd84\ud654(I)\ub97c \uae30\ubc18\uc73c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n from statsmodels.tsa.arima.model import ARIMA\n\n# ARIMA \ubaa8\ub378 \uad6c\ucd95 \ubc0f \uc608\uce21\nmodel = ARIMA(data['Close'], order=(5,1,0))\nmodel_fit = model.fit()\nforecast = model_fit.forecast(steps=30)\nprint(forecast)<\/code><\/pre>\n4.3.2 LSTM \ubaa8\ub378<\/h4>\nLSTM(Long Short-Term Memory) \ubaa8\ub378\uc740 \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc2dc\uacc4\uc5f4 \uc608\uce21 \ubaa8\ub378\ub85c, \ub370\uc774\ud130\uc758 \uc7a5\uae30 \uc758\uc874\uc131\uc744 \uc798 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud2b9\uc9d5\uc774 \uc788\uc2b5\ub2c8\ub2e4. LSTM\uc744 \uc0ac\uc6a9\ud558\uba74 \ub354 \ubcf5\uc7a1\ud55c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n from keras.models import Sequential\nfrom keras.layers import LSTM, Dense\n\n# LSTM \ubaa8\ub378 \uad6c\ucd95\nmodel = Sequential()\nmodel.add(LSTM(50, return_sequences=True, input_shape=(n_input, 1)))\nmodel.add(LSTM(50))\nmodel.add(Dense(1))\nmodel.compile(optimizer='adam', loss='mean_squared_error')\n\n# \ubaa8\ub378 \ud559\uc2b5\nmodel.fit(X_train, y_train, epochs=100, batch_size=32)<\/code><\/pre>\n5. \uacb0\ub860<\/h2>\n\ub525\ub7ec\ub2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ub370\uc774\ud130\uc758 \uc911\uc694\uc131\uc740 \uc544\ubb34\ub9ac \uac15\uc870\ud574\ub3c4 \uc9c0\ub098\uce58\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. Yahoo Finance\ub294 \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\ub294 \uc720\uc6a9\ud55c \uc18c\uc2a4\ub85c, \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ubd84\uc11d, \uc608\uce21 \ubaa8\ub378 \uad6c\ucd95 \ub4f1 \ub2e4\uc591\ud55c \ubc29\ubc95\ub860\uc744 \ud1b5\ud574 \uae08\uc735 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774 \uae00\uc744 \ud1b5\ud574 \uc5ec\ub7ec\ubd84\uc774 \uc2e4\uc6a9\uc801\uc778 \ubc29\ubc95\uc73c\ub85c Yahoo Finance \ub370\uc774\ud130\ub97c \uc5bb\uace0 \ud65c\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n \ucc38\uace0 \uc790\ub8cc<\/h2>\n\nYahoo Finance<\/a><\/li>\n Statsmodels<\/a><\/li>\n TensorFlow Keras API<\/a><\/li>\n Pandas Documentation<\/a><\/li>\n<\/ul>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"\ub525\ub7ec\ub2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \ud559\uc2b5\uc5d0 \uc788\uc5b4, \ub370\uc774\ud130\ub294 \uac00\uc7a5 \uc911\uc694\ud55c \uc694\uc18c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c \uc8fc\uac00\ub294 \ubb3c\ub860 \uc18c\ube44\uc790 \ud589\ub3d9, \uae30\uc628 \ubcc0\ud654\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ud328\ud134\uc744 \ucd94\uc801\ud558\uace0 \uc608\uce21\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc624\ub298\uc740 Yahoo Finance\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uac01 \ub370\uc774\ud130\uc14b\uc758 \ud65c\uc6a9\ubc95, \uc2e4\uc2b5 \uc608\uc81c, \uadf8\ub9ac\uace0 \ub370\uc774\ud130\uc14b\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \ubc29\ubc95 \ub4f1\uc744 \uc18c\uac1c\ud558\uaca0\uc2b5\ub2c8\ub2e4. … \ub354 \ubcf4\uae30 “\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Yahoo Finance \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130”<\/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-39617","post","type-post","status-publish","format-standard","hentry","category-199"],"yoast_head":"\n\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Yahoo Finance \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \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\/39617\/\" \/>\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, Yahoo Finance \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ub525\ub7ec\ub2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \ud559\uc2b5\uc5d0 \uc788\uc5b4, \ub370\uc774\ud130\ub294 \uac00\uc7a5 \uc911\uc694\ud55c \uc694\uc18c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c \uc8fc\uac00\ub294 \ubb3c\ub860 \uc18c\ube44\uc790 \ud589\ub3d9, \uae30\uc628 \ubcc0\ud654\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ud328\ud134\uc744 \ucd94\uc801\ud558\uace0 \uc608\uce21\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc624\ub298\uc740 Yahoo Finance\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uac01 \ub370\uc774\ud130\uc14b\uc758 \ud65c\uc6a9\ubc95, \uc2e4\uc2b5 \uc608\uc81c, \uadf8\ub9ac\uace0 \ub370\uc774\ud130\uc14b\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \ubc29\ubc95 \ub4f1\uc744 \uc18c\uac1c\ud558\uaca0\uc2b5\ub2c8\ub2e4. … \ub354 \ubcf4\uae30 "\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Yahoo Finance \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/39617\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T06:50:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:41:14+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\/39617\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/39617\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Yahoo Finance \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130\",\"datePublished\":\"2024-11-02T06:50:29+00:00\",\"dateModified\":\"2024-11-26T06:41:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/39617\/\"},\"wordCount\":67,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub370\uc774\ud130\uc218\uc9d1\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/39617\/\",\"url\":\"https:\/\/atmokpo.com\/w\/39617\/\",\"name\":\"\uc2dc\uacc4\uc5f4 \ubc0f \uae08\uc735 \ub370\uc774\ud130\uc14b, Yahoo Finance \uc8fc\uac00 \ubc0f \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130 - 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