\n1. \uc11c\ub860<\/h2>\n
\ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc758 \ub514\uc9c0\ud138\ud654\ub85c \uc778\ud574 \uc790\ub3d9\ub9e4\ub9e4 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uad00\uc2ec\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc740 \uadf8 \uc720\uc5f0\uc131\uacfc \uac15\ub825\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \ub355\ubd84\uc5d0 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc5d0 \ub9e4\uc6b0 \uc778\uae30\uac00 \ub192\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 COM(\ucef4\ud3ec\ub10c\ud2b8 \uc624\ube0c\uc81d\ud2b8 \ubaa8\ub378)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud30c\uc774\uc36c\uc73c\ub85c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. COM\uc740 Microsoft\uc5d0\uc11c \uac1c\ubc1c\ud55c \uae30\uc220\ub85c, \ub2e4\uc591\ud55c \uc5b8\uc5b4 \uac04\uc758 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \ud30c\uc774\uc36c\uacfc \uae08\uc735 \uac70\ub798 \ud50c\ub7ab\ud3fc\uc744 \uc5f0\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n2. COM\uc758 \uc774\ud574<\/h2>\n
COM\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ucef4\ud3ec\ub10c\ud2b8\uac00 \uc11c\ub85c\ub97c \ud638\ucd9c\ud558\uace0 \ud1b5\uc2e0\ud558\ub294 \ubc29\ubc95\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. COM\uc744 \uc0ac\uc6a9\ud558\uba74 \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \uc791\uc131\ub41c \ucef4\ud3ec\ub10c\ud2b8\ub97c \uacb0\ud569\ud558\uc5ec \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. COM\uc740 \uc8fc\ub85c Windows \ud658\uacbd\uc5d0\uc11c \uc0ac\uc6a9\ub418\uba70, Microsoft Office \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8, \ube0c\ub77c\uc6b0\uc800, \uadf8\ub9ac\uace0 \uae08\uc735 \ub370\uc774\ud130 \uc81c\uacf5\uc5c5\uccb4\uc640\uc758 \uc5f0\ub3d9\uc5d0 \ub110\ub9ac \uc4f0\uc785\ub2c8\ub2e4.<\/p>\n
\ud30c\uc774\uc36c\uacfc COM\uc744 \uc0ac\uc6a9\ud558\uba74 Excel\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \uc790\ub3d9\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud2b9\uc815 \ube0c\ub85c\ucee4\uc758 API\ub97c \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n3. \ud30c\uc774\uc36c\uacfc COM \uc5f0\ub3d9\ud558\uae30<\/h2>\n
COM\uc744 \ud30c\uc774\uc36c\uc5d0\uc11c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc120 pywin32<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ud30c\uc774\uc36c\uc5d0\uc11c COM \uc624\ube0c\uc81d\ud2b8\ub97c \uc0dd\uc131\ud558\uace0 \uc870\uc791\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uba3c\uc800, \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798 \uba85\ub839\uc5b4\ub85c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\npip install pywin32<\/code><\/pre>\n\uc124\uce58\uac00 \uc644\ub8cc\ub418\uba74 COM \uc624\ube0c\uc81d\ud2b8\ub97c \uc0dd\uc131\ud558\uc5ec \uc5d1\uc140\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc0c1\ud638\uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 Excel\uacfc\uc758 \uc5f0\uacb0<\/h3>\n
COM\uc744 \ud1b5\ud574 Excel\uacfc \uc5f0\uacb0\ud558\ub294 \uc608\uc81c\ucf54\ub4dc\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n
import win32com.client\n\nexcel = win32com.client.Dispatch('Excel.Application') # Excel \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589\nexcel.Visible = True # Excel \ucc3d\uc744 \ubcf4\uc774\uac8c \uc124\uc815\n\nwb = excel.Workbooks.Add() # \uc0c8 \uc6cc\ud06c\ubd81 \ucd94\uac00\nws = wb.Worksheets.Add() # \uc0c8 \uc6cc\ud06c\uc2dc\ud2b8 \ucd94\uac00\nws.Cells(1, 1).Value = \"\uc548\ub155\ud558\uc138\uc694, \uc790\ub3d9\ub9e4\ub9e4!\" # \uc140\uc5d0 \uac12 \uc785\ub825\n\n# Excel\uc5d0\uc11c \uc791\uc5c5\uc744 \uc644\ub8cc\ud55c \ud6c4 \uc885\ub8cc\nexcel.Quit()\n<\/code><\/pre>\n\uc704 \ucf54\ub4dc\ub294 Excel \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e4\ud589\ud558\uace0 \uc0c8 \uc6cc\ud06c\ubd81\uacfc \uc6cc\ud06c\uc2dc\ud2b8\ub97c \ucd94\uac00\ud558\uc5ec \uc140\uc5d0 \uac12\uc744 \uc785\ub825\ud558\ub294 \uac04\ub2e8\ud55c \uc608\uc81c\uc785\ub2c8\ub2e4. \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uc0dd\uc131\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n\n4. \uae08\uc735 API\uc640\uc758 \uc5f0\ub3d9<\/h2>\n
\uc55e\uc11c \uc0b4\ud3b4\ubcf8 \uac83\ucc98\ub7fc COM\uc744 \ud65c\uc6a9\ud558\uba74 \ub2e4\uc591\ud55c \uc885\ub958\uc758 \ub370\uc774\ud130 \uc18c\uc2a4\uc640 \uc5f0\ub3d9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc81c \uae08\uc735 API\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uace0, \ud30c\uc774\uc36c\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc694\uccad\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc77c\ubc18\uc801\uc73c\ub85c \uc798 \uc54c\ub824\uc9c4 \uae08\uc735 API\ub85c\ub294 Alpha Vantage, Tradier, OANDA \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c API\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uac00\uaca9 \uc815\ubcf4\ub97c \uc870\ud68c\ud558\uace0, \uac70\ub798 \uc694\uccad\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac04\ub2e8\ud55c Python \uc608\uc81c\ub97c \ud1b5\ud574 \uc2e4\uc81c API\uc640\uc758 \uc5f0\ub3d9 \ubc29\ubc95\uc744 \uc18c\uac1c\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1 Alpha Vantage API \uc0ac\uc6a9\ud558\uae30<\/h3>\n
Alpha Vantage\uc5d0\uc11c API \ud0a4\ub97c \ubc1c\uae09\ubc1b\uc544\uc57c \ud569\ub2c8\ub2e4. API \ud0a4\ub97c \uac00\uc9c0\uace0 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \uc2e4\uc2dc\uac04 \uc8fc\uc2dd \uac00\uaca9\uc744 \uc694\uccad\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
import requests\n\ndef get_stock_price(symbol):\n API_KEY = 'YOUR_API_KEY' # \uc790\uc2e0\uc758 API \ud0a4\ub97c \uc785\ub825\ud558\uc138\uc694\n url = f'https:\/\/www.alphavantage.co\/query?function=TIME_SERIES_INTRADAY&symbol={symbol}&interval=1min&apikey={API_KEY}'\n response = requests.get(url)\n data = response.json()\n\n # \uc885\ubaa9\uc758 \ucd5c\uadfc \uac00\uaca9 \uc815\ubcf4 \ucd94\ucd9c\n last_refreshed = data['Meta Data']['3. Last Refreshed']\n latest_price = data['Time Series (1min)'][last_refreshed]['1. open']\n \n return float(latest_price)\n\nsymbol = 'AAPL' # \uc885\ubaa9 \ucf54\ub4dc (\uc608: \uc560\ud50c)\nprice = get_stock_price(symbol)\nprint(f\"{symbol}\uc758 \ucd5c\uadfc \uac00\uaca9: {price}\")\n<\/code><\/pre>\n\uc774 \ucf54\ub4dc\ub294 Alpha Vantage API\ub97c \ud1b5\ud574 \ud2b9\uc815 \uc8fc\uc2dd\uc758 \uc2e4\uc2dc\uac04 \uac00\uaca9\uc744 \uac00\uc838\uc624\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4. \uae08\uc735 \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ubd84\uc11d, \ud1b5\uacc4 \ucc98\ub9ac \ub4f1\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \uace0\uae09\uc2a4\ub7ec\uc6b4 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n5. \uc804\ub7b5 \uc124\uacc4\ud558\uae30<\/h2>\n
\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc801\uc808\ud55c \uac70\ub798 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uae30\uc220 \ubd84\uc11d \ub3c4\uad6c\uc640 \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud558\uc5ec \uac70\ub798 \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.1 \uae30\ubcf8 \ub9e4\ub9e4 \uc804\ub7b5<\/h3>\n
\uac00\uc7a5 \ub2e8\uc21c\ud55c \uc804\ub7b5 \uc911 \ud558\ub098\ub294 \uc774\ub3d9 \ud3c9\uade0 \uad50\ucc28 \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc774 \uc804\ub7b5\uc740 \ub2e8\uae30 \uc774\ub3d9 \ud3c9\uade0\uc120\uc774 \uc7a5\uae30 \uc774\ub3d9 \ud3c9\uade0\uc120\uc744 \uc0c1\ud5a5\uc73c\ub85c \ub3cc\ud30c\ud558\uba74 \ub9e4\uc218 \uc2e0\ud638, \ud558\ud5a5\uc73c\ub85c \ub3cc\ud30c\ud558\uba74 \ub9e4\ub3c4 \uc2e0\ud638\ub97c \ubc1c\uc0dd\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n
\ub2e4\uc74c\uc758 \uac04\ub2e8\ud55c \ucf54\ub4dc\ub97c \ud1b5\ud574 \uc774\ub3d9 \ud3c9\uade0 \uad50\ucc28 \uc804\ub7b5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
import pandas as pd\nimport numpy as np\n\ndef moving_average_strategy(data, short_window=20, long_window=50):\n signals = pd.DataFrame(index=data.index)\n signals['price'] = data['close']\n signals['short_mavg'] = data['close'].rolling(window=short_window, min_periods=1).mean()\n signals['long_mavg'] = data['close'].rolling(window=long_window, min_periods=1).mean()\n signals['signal'] = 0.0\n signals['signal'][short_window:] = np.where(signals['short_mavg'][short_window:] > signals['long_mavg'][short_window:], 1.0, 0.0)\n signals['positions'] = signals['signal'].diff()\n\n return signals\n\n# \uc608\uc2dc \ub370\uc774\ud130 \ub85c\ub4dc\ndata = pd.read_csv('stock_data.csv') # \ub370\uc774\ud130 \ud30c\uc77c \ub85c\ub4dc\nsignals = moving_average_strategy(data)\n\nprint(signals)\n<\/code><\/pre>\n\uc704 \ucf54\ub4dc\ub294 \uc8fc\uc2dd\uc758 \uac00\uaca9 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ub2e8\uae30 \ubc0f \uc7a5\uae30 \uc774\ub3d9 \ud3c9\uade0\uc744 \uacc4\uc0b0\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ub9e4\uc218 \ubc0f \ub9e4\ub3c4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n\n6. \uc8fc\ubb38 \uc2e4\ud589\ud558\uae30<\/h2>\n
\ub9e4\ub9e4 \uc2e0\ud638\uac00 \ubc1c\uc0dd\ud55c \ud6c4\uc5d0\ub294 \uc2e4\uc81c \uc8fc\ubb38\uc744 \uc2e4\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uac01 \ube0c\ub85c\ucee4\uc758 API\ub97c \ud1b5\ud574 \uc8fc\ubb38 \uc694\uccad\uc744 \ubcf4\ub0b4\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Tradier API\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
def place_order(symbol, quantity, order_type='market'):\n API_URL = 'https:\/\/api.tradier.com\/v1\/accounts\/{account_id}\/orders'\n headers = {\n 'Authorization': 'Bearer {YOUR_ACCESS_TOKEN}', # \uc0ac\uc6a9\uc790 \uc561\uc138\uc2a4 \ud1a0\ud070\n 'Content-Type': 'application\/json'\n }\n order_data = {\n 'order': {\n 'symbol': symbol,\n 'quantity': quantity,\n 'side': 'buy', # \ub9e4\uc218\n 'type': order_type,\n 'duration': 'GTC' # Good 'Til Canceled\n }\n }\n \n response = requests.post(API_URL, headers=headers, json=order_data)\n return response.json()\n\norder_response = place_order('AAPL', 10) # \uc560\ud50c \uc8fc\uc2dd 10\uc8fc \ub9e4\uc218\nprint(order_response)\n<\/code><\/pre>\n\uc704 \ucf54\ub4dc\ub294 Tradier API\ub97c \ud1b5\ud574 \uc2e4\uc81c \uc8fc\ubb38\uc744 \uc2e4\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc8fc\ubb38\uc758 \ub9e4\uac1c\ubcc0\uc218 \uc870\uc815\uc73c\ub85c \ub2e4\uc591\ud55c \uc8fc\ubb38 \uc720\ud615\uacfc \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n7. \uacb0\uacfc \ubd84\uc11d \ubc0f \uac1c\uc120<\/h2>\n
\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud55c \ud6c4, \uacb0\uacfc\ub97c \ubd84\uc11d\ud558\uace0 \uac1c\uc120\ud558\ub294 \uacfc\uc815\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc218\uc775\ub960, \uc2b9\ub960, \ucd5c\ub300 \ub099\ud3ed \ub4f1\uc758 \uc9c0\ud45c\ub97c \ud3c9\uac00\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
7.1 \uc131\uacfc \uc9c0\ud45c \ubd84\uc11d<\/h3>\n
\ubc31\ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc218\uc775\ub960 \ubc0f \uc704\ud5d8 \ub4f1\uc758 \uc9c0\ud45c\ub97c \ubd84\uc11d\ud574\ubcf4\uc544\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c\uacfc \uac19\uc740 \ucf54\ub4dc\ub97c \ud65c\uc6a9\ud558\uc5ec \uc131\uacfc\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
def evaluate_performance(signals):\n returns = signals['price'].pct_change()\n strategy_returns = returns * signals['signal'].shift(1) # \uc804\ub7b5 \uc218\uc775\ub960\n cumulative_returns = (1 + strategy_returns).cumprod() # \ub204\uc801 \uc218\uc775\ub960\n return cumulative_returns\n\nperformance = evaluate_performance(signals)\nprint(performance)\n<\/code><\/pre>\n\uc774 \ucf54\ub4dc\ub294 \uc2e0\ud638\uc5d0 \ub530\ub77c \ud30c\uc545\ud55c \uc218\uc775\ub960\uc744 \uae30\ubc18\uc73c\ub85c \ub204\uc801 \uc218\uc775\ub960\uc744 \uacc4\uc0b0\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc804\ub7b5\uc758 \uc720\ud6a8\uc131\uc744 \ud310\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n8. \uacb0\ub860<\/h2>\n
\ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uacfc COM\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uc124\uacc4\ud558\ub294 \ubc29\ubc95\uc744 \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. COM\uc744 \ud1b5\ud574 Excel\uacfc \uae08\uc735 API\uc640\uc758 \uc5f0\ub3d9\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ucc98\ub9ac\ud568\uc73c\ub85c\uc368, \ub2e4\uc591\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8 \uc131\uacfc \ubd84\uc11d \ubc0f \uac1c\uc120\ubc29\ubc95\ub3c4 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc2e4\ud589 \uc18d\ub3c4\uc640 \uc815\ud655\uc131\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc2dc\uc7a5\uc758 \ubcc0\ud654\uc5d0 \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\ud568\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac1c\uc120\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ud30c\uc774\uc36c\uc744 \ud65c\uc6a9\ud55c \ud22c\uc790\uc640 \ub9e4\ub9e4\uc5d0 \ub300\ud55c \uad00\uc2ec\uc774 \ub354\uc6b1 \ub192\uc544\uc9c0\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n<\/article>\n
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