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\ubc29\ubc95\uc778 \ub098\uc774\ube0c \ubca0\uc774\uc988 \ubd84\ub958\uae30\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\uac8c \ub2e4\ub8e8\uace0\uc790 \ud569\ub2c8\ub2e4. \ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc740 \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc774\uc804\uacfc\ub294 \ub2e4\ub978 \uc0c8\ub85c\uc6b4 \uc811\uadfc \ubc29\uc2dd\uc774 \uc694\uad6c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc608\uce21 \ubd84\uc11d \ubc0f \uc758\uc0ac \uacb0\uc815 \uacfc\uc815\uc5d0\uc11c \uac15\ub825\ud55c \ub3c4\uad6c\ub85c\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 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\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":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 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\uc774\ub860. \ud2b9\uc218 \uc0c1\ub300\uc131 \uc774\ub860\uc740 1905\ub144\uc5d0 \ubc1c\ud45c\ub418\uc5c8\uc73c\uba70, \uc8fc\ub85c \uace0\uc18d\uc73c\ub85c \uc774\ub3d9\ud558\ub294 \ubb3c\uccb4\uc758 \ubb3c\ub9ac\uc801 \ud2b9\uc131\uc5d0 \ub300\ud574 \uc124\uba85\ud569\ub2c8\ub2e4. \uc774 \uc774\ub860\uc5d0\uc11c \uac00\uc7a5 \ud765\ubbf8\ub85c\uc6b4 \ub450 \uac00\uc9c0 \ud604\uc0c1\uc740 \uc2dc\uac04 \uc9c0\uc5f0(Time Dilation)\uacfc \uae38\uc774 \uc218\ucd95(Length\u2026","rel":"","context":""\ubb3c\ub9ac"\uc5d0\uc11c","block_context":{"text":"\ubb3c\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%ac%bc%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":40311,"url":"https:\/\/atmokpo.com\/w\/40311\/","url_meta":{"origin":30895,"position":5},"title":"10.\ucf00\ud50c\ub7ec\uc758 \ud589\uc131 \uc6b4\ub3d9 \ubc95\uce59, \uba74\uc801 \uc18d\ub3c4 \uc77c\uc815\uc758 \ubc95\uce59","author":"root","date":"2024\ub144 11\uc6d4 03\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 | \ub0a0\uc9dc: 2024\ub144 11\uc6d4 26\uc77c \uc11c\ub860 \ucf00\ud50c\ub7ec\uc758 \ud589\uc131 \uc6b4\ub3d9 \ubc95\uce59\uc740 \ucc9c\ubb38\ud559\uc758 \uae30\ucd08\ub97c \uc774\ub8e8\ub294 \uc911\uc694\ud55c \ubc95\uce59\uc73c\ub85c, \ud589\uc131\uc774 \ud0dc\uc591 \uc8fc\uc704\ub97c \ub3cc \ub54c \ub530\ub974\ub294 \uaddc\uce59\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc774 \ubc95\uce59\uc740 \ub3c5\uc77c\uc758 \ucc9c\ubb38\ud559\uc790 \uc694\ud558\ub124\uc2a4 \ucf00\ud50c\ub7ec(Johannes Kepler)\uac00 17\uc138\uae30 \ucd08\uc5d0 \ubc1c\ud45c\ud55c \uac83\uc73c\ub85c, \uadf8\uc758 \ubc95\uce59\uc740 \ub274\ud134\uc758 \uc911\ub825 \uc774\ub860\uacfc \ud568\uaed8 \ud604\ub300 \ucc9c\ubb38\ud559\uc758 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ucf00\ud50c\ub7ec\uc758 \uc138\u2026","rel":"","context":""\ubb3c\ub9ac"\uc5d0\uc11c","block_context":{"text":"\ubb3c\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%ac%bc%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/30895","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=30895"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/30895\/revisions"}],"predecessor-version":[{"id":30896,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/30895\/revisions\/30896"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=30895"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=30895"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=30895"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":30895,"date":"2024-10-28T06:04:26","date_gmt":"2024-10-28T06:04:26","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=30895"},"modified":"2024-11-26T06:47:05","modified_gmt":"2024-11-26T06:47:05","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-%ec%9d%b4%eb%8f%99%ed%8f%89%ea%b7%a0%ec%84%a0-%ea%b7%b8%eb%a6%ac%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/30895\/","title":{"rendered":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \uc774\ub3d9\ud3c9\uade0\uc120 \uadf8\ub9ac\uae30"},"content":{"rendered":"

<\/p>\n

\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\uc2dd, \uc678\ud658, \uc554\ud638\ud654\ud3d0 \ub4f1 \ub2e4\uc591\ud55c \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \ud22c\uc790 \uacb0\uc815\uc744 \uc790\ub3d9\uc73c\ub85c \uc218\ud589\ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud560 \ub54c, \ub2e4\uc591\ud55c \uae30\uc220\uc801 \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\ub294\ub370, \uadf8 \uc911 \ud558\ub098\uac00 \uc774\ub3d9\ud3c9\uade0\uc120(Moving Average, MA)\uc785\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc740 \ud2b9\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \uac00\uaca9 \ubcc0\ud654 \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub3d9\ud3c9\uade0\uc120\uc758 \uac1c\uc694<\/h2>\n

\uc774\ub3d9\ud3c9\uade0\uc120\uc740 \uc8fc\uac00\ub098 \ub2e4\ub978 \uac00\uaca9 \uc9c0\ud45c\uc758 \ud3c9\uade0\uc744 \uc77c\uc815 \uae30\uac04 \ub3d9\uc548 \uacc4\uc0b0\ud558\uc5ec \ucc28\ud2b8\uc5d0 \ud45c\uc2dc\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc758 \ud615\ud0dc\uc5d0 \ub530\ub77c \ub2e4\uc74c\uacfc \uac19\uc740 \uc5ec\ub7ec \uc885\ub958\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n

\ub2e8\uc21c \uc774\ub3d9\ud3c9\uade0\uc120 (SMA)<\/strong>: \uc120\ud0dd\ud55c \uae30\uac04 \ub3d9\uc548\uc758 \uac00\uaca9\uc758 \ub2e8\uc21c \ud3c9\uade0\uc785\ub2c8\ub2e4.<\/li>\n
\uc9c0\uc218 \uc774\ub3d9\ud3c9\uade0\uc120 (EMA)<\/strong>: \ucd5c\uadfc \uac00\uaca9\uc5d0 \uac00\uc911\uce58\ub97c \ub354\ud558\uc5ec \uacc4\uc0b0\ud55c \ud3c9\uade0\uc73c\ub85c, \ubcf4\ub2e4 \ubbfc\uac10\ud55c \ubc18\uc751\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/li>\n

\uac00\uc911 \uc774\ub3d9\ud3c9\uade0\uc120 (WMA)<\/strong>: \uac01 \uac00\uaca9\uc5d0 \ub300\ud574 \uac00\uc911\uce58\ub97c \ubd80\uc5ec\ud558\uc5ec \uacc4\uc0b0\ud55c \ud3c9\uade0\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
\uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ub2e8\uc21c \uc774\ub3d9\ud3c9\uade0\uc120(SMA)\uc744 \uc608\ub85c \ub4e4\uc5b4 \uadf8\ub798\ud504\uc5d0 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc744 \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h2>\n
\ud30c\uc774\uc36c\uc73c\ub85c \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uadf8\ub9ac\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4:<\/p>\n
\n
pandas<\/code>: \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \ubd84\uc11d\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n
numpy<\/code>: \uc218\uce58 \uacc4\uc0b0\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n
matplotlib<\/code>: \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n
yfinance<\/code>: Yahoo Finance\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n pip install pandas numpy matplotlib yfinance<\/code><\/pre>\n\uc8fc\uc2dd \ub370\uc774\ud130 \uac00\uc838\uc624\uae30<\/h2>\n\uc774\uc81c Yahoo Finance\uc5d0\uc11c \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc560\ud50c(Apple Inc.)\uc758 \ub370\uc774\ud130\ub97c \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n import yfinance as yf\n\n# \uc560\ud50c \uc8fc\uc2dd \ub370\uc774\ud130 \ub2e4\uc6b4\ub85c\ub4dc\nticker = 'AAPL'\ndata = yf.download(ticker, start='2020-01-01', end='2021-01-01')\nprint(data.head())<\/code><\/pre>\n\uc704 \ucf54\ub4dc\ub294 2020\ub144 1\uc6d4 1\uc77c\ubd80\ud130 2021\ub144 1\uc6d4 1\uc77c\uae4c\uc9c0\uc758 \uc560\ud50c \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \uac00\uc838\uc640 \ucd9c\ub825\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 \ub0a0\uc9dc, \uac1c\uc7a5\uac00(Open), \uace0\uac00(High), \uc800\uac00(Low), \uc885\uac00(Close), \uac70\ub798\ub7c9(Volume) \ub4f1\uc758 \uc5f4\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n \ub2e8\uc21c \uc774\ub3d9\ud3c9\uade0\uc120 \uacc4\uc0b0\ud558\uae30<\/h2>\n\uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uacc4\uc0b0\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uac04\ub2e8\ud569\ub2c8\ub2e4. pandas<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 rolling<\/code> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uba74 \ud2b9\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc27d\uac8c \uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uacc4\uc0b0\ud558\ub294 \ucf54\ub4dc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n # 20\uc77c \uc774\ub3d9 \ud3c9\uade0 \uacc4\uc0b0\ndata['SMA_20'] = data['Close'].rolling(window=20).mean()<\/code><\/pre>\n\uc704 \ucf54\ub4dc\ub294 \uc560\ud50c \uc8fc\uc2dd \ub370\uc774\ud130\uc758 \uc885\uac00\ub97c \uae30\uc900\uc73c\ub85c 20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc0c8 \uc5f4 \u2018SMA_20\u2019\ub85c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n \uc774\ub3d9\ud3c9\uade0\uc120 \uc2dc\uac01\ud654\ud558\uae30<\/h2>\n\uc774\uc81c \uacc4\uc0b0\ud55c \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \ucc28\ud2b8\uc5d0 \uc2dc\uac01\ud654\ud560 \ucc28\ub840\uc785\ub2c8\ub2e4. matplotlib<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uac01\ud654\ub97c \uc9c4\ud589\ud558\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n import matplotlib.pyplot as plt\n\n# \uc2dc\uac01\ud654\nplt.figure(figsize=(14, 7))\nplt.plot(data['Close'], label='\uc885\uac00', color='blue')\nplt.plot(data['SMA_20'], label='20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', color='orange')\nplt.title('\uc560\ud50c \uc8fc\uc2dd(\uc8fc\uac04) \uc885\uac00 \ubc0f \uc774\ub3d9\ud3c9\uade0\uc120')\nplt.xlabel('\ub0a0\uc9dc')\nplt.ylabel('\uac00\uaca9($)')\nplt.legend()\nplt.grid()\nplt.show()<\/code><\/pre>\n\ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uba74 \uc560\ud50c \uc8fc\uc2dd\uc758 \uc885\uac00\uc640 20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120\uc774 \ud568\uaed8 \uadf8\ub824\uc9c4 \ucc28\ud2b8\uac00 \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \ud30c\ub780\uc0c9 \uc120\uc740 \uc885\uac00\ub97c \ub098\ud0c0\ub0b4\uace0, \uc8fc\ud669\uc0c9 \uc120\uc740 20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n \ud615\ud0dc\ub97c \ubc14\uafb8\uc5b4 \ub2e4\uc591\ud55c \uc774\ub3d9\ud3c9\uade0\uc120 \uadf8\ub9ac\uae30<\/h2>\n\uc5ec\uae30\uc11c \uc5ec\ub7ec \ub2e4\ub978 \uae30\uac04\uc758 \uc774\ub3d9\ud3c9\uade0\uc120\ub3c4 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 50\uc77c \ubc0f 200\uc77c \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \ucd94\uac00\ud574 \ubd05\uc2dc\ub2e4:<\/p>\n # 50\uc77c\uacfc 200\uc77c \uc774\ub3d9 \ud3c9\uade0 \uacc4\uc0b0\ndata['SMA_50'] = data['Close'].rolling(window=50).mean()\ndata['SMA_200'] = data['Close'].rolling(window=200).mean()\n\n# \uc2dc\uac01\ud654\nplt.figure(figsize=(14, 7))\nplt.plot(data['Close'], label='\uc885\uac00', color='blue')\nplt.plot(data['SMA_20'], label='20\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', color='orange')\nplt.plot(data['SMA_50'], label='50\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', color='green')\nplt.plot(data['SMA_200'], label='200\uc77c \uc774\ub3d9\ud3c9\uade0\uc120', color='red')\nplt.title('\uc560\ud50c \uc8fc\uc2dd(\uc8fc\uac04) \uc885\uac00 \ubc0f \uc774\ub3d9\ud3c9\uade0\uc120')\nplt.xlabel('\ub0a0\uc9dc')\nplt.ylabel('\uac00\uaca9($)')\nplt.legend()\nplt.grid()\nplt.show()<\/code><\/pre>\n\uc774 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uba74 \uc138 \uac00\uc9c0 \ub2e4\ub978 \uc774\ub3d9\ud3c9\uade0\uc120\uc774 \ud45c\uc2dc\ub41c \ucc28\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \uac01\uae30 \ub2e4\ub978 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc2dc\uac01\ud654\ud558\uba74 \uc2dc\uc7a5 \ud2b8\ub80c\ub4dc\ub97c \ubcf4\ub2e4 \uba85\ud655\ud788 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n \uacb0\ub860<\/h2>\n\uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uacc4\uc0b0\ud558\uace0 \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc740 \uc2dc\uc7a5\uc758 \ucd94\uc138\ub97c \uc774\ud574\ud558\uace0 \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \ud55c \ubd80\ubd84\uc73c\ub85c \ud1b5\ud569\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ubcf4\ub2e4 \uc2a4\ub9c8\ud2b8\ud55c \uac70\ub798\ub97c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc5d0 \uc788\uc5b4\uc11c \uc774\ub3d9\ud3c9\uade0\uc120\uc740 \ub9e4\uc6b0 \uae30\ubcf8\uc801\uc774\uba74\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc778 \ub3c4\uad6c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/p>\n \ub2e4\uc74c \ub2e8\uacc4<\/h2>\n\uc774\ub7ec\ud55c \uae30\ucd08\ub97c \ubc14\ud0d5\uc73c\ub85c, \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \uac70\ub798 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0, \ub2e4\ub978 \uae30\uc220\uc801 \uc9c0\ud45c \ub610\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc744 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, RSI(\uc0c1\ub300 \uac15\ub3c4 \uc9c0\uc218)\uc640 \ud568\uaed8 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc0ac\uc6a9\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc2e0\uc758 \uc804\ub7b5\uc744 \ub2e4\uc591\ud654\ud558\uace0 \uc2e4\ud5d8\ud574 \ubcf4\uc2ed\uc2dc\uc624!<\/p>\n \ucc38\uace0\ubb38\ud5cc<\/h2>\n\nWikipedia, \uc774\ub3d9\ud3c9\uade0\uc120<\/a><\/li>\n Yahoo Finance, \uae08\uc735 \ub370\uc774\ud130<\/a><\/li>\n Python Pandas Documentation, Pandas \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n Matplotlib Documentation, Matplotlib \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n<\/ul>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\uc2dd, \uc678\ud658, \uc554\ud638\ud654\ud3d0 \ub4f1 \ub2e4\uc591\ud55c \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \ud22c\uc790 \uacb0\uc815\uc744 \uc790\ub3d9\uc73c\ub85c \uc218\ud589\ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud560 \ub54c, \ub2e4\uc591\ud55c \uae30\uc220\uc801 \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\ub294\ub370, \uadf8 \uc911 \ud558\ub098\uac00 \uc774\ub3d9\ud3c9\uade0\uc120(Moving Average, MA)\uc785\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc740 \ud2b9\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \uac00\uaca9 \ubcc0\ud654 \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc758 \uac1c\uc694 … \ub354 \ubcf4\uae30 “\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \uc774\ub3d9\ud3c9\uade0\uc120 \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-30895","post","type-post","status-publish","format-standard","hentry","category-37"],"yoast_head":"\n\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \uc774\ub3d9\ud3c9\uade0\uc120 \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\/30895\/\" \/>\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, \uc774\ub3d9\ud3c9\uade0\uc120 \uadf8\ub9ac\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\uc2dd, \uc678\ud658, \uc554\ud638\ud654\ud3d0 \ub4f1 \ub2e4\uc591\ud55c \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \ud22c\uc790 \uacb0\uc815\uc744 \uc790\ub3d9\uc73c\ub85c \uc218\ud589\ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud560 \ub54c, \ub2e4\uc591\ud55c \uae30\uc220\uc801 \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\ub294\ub370, \uadf8 \uc911 \ud558\ub098\uac00 \uc774\ub3d9\ud3c9\uade0\uc120(Moving Average, MA)\uc785\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc740 \ud2b9\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \uac00\uaca9 \ubcc0\ud654 \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub3d9\ud3c9\uade0\uc120\uc758 \uac1c\uc694 … \ub354 \ubcf4\uae30 "\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \uc774\ub3d9\ud3c9\uade0\uc120 \uadf8\ub9ac\uae30"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/30895\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T06:04:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:47:05+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\/30895\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30895\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \uc774\ub3d9\ud3c9\uade0\uc120 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