{ "cells": [ { "cell_type": "markdown", "id": "b048997c", "metadata": {}, "source": [ "# 주식과 가상화폐의 상관관계" ] }, { "cell_type": "markdown", "id": "ed4f9493", "metadata": {}, "source": [ "##### 필요한 패키지 사전 설치 \n", "\n", "Dependencies\n", "\n", "``` cmd\n", "pip install yfinance pandas-datareader mplfinance\n", "\n", "```\n" ] }, { "cell_type": "markdown", "id": "9e494ed3", "metadata": {}, "source": [ "## 1. 데이터 수집" ] }, { "cell_type": "markdown", "id": "2e0bc2a4", "metadata": {}, "source": [ "### 네이버 금융 코스피 지수 크롤링" ] }, { "cell_type": "code", "execution_count": 1, "id": "b1168f68", "metadata": {}, "outputs": [], "source": [ "from bs4 import BeautifulSoup\n", "from urllib.request import urlopen\n", "import pandas as pd\n", "import ssl" ] }, { "cell_type": "markdown", "id": "becff49b", "metadata": { "scrolled": true }, "source": [ "```python\n", "# 맨 뒤 페이지 숫자\n", "url = \"https://finance.naver.com/sise/sise_index_day.naver?code=KOSPI\"\n", "with urlopen(url) as doc:\n", " html = BeautifulSoup(doc,\"lxml\")\n", " pgrr = html.find(\"td\", class_=\"pgRR\")\n", " last_page_num = pgrr.a[\"href\"].split(\"=\")[-1]\n", " \n", "kospi = pd.DataFrame()\n", "kospi_test = pd.DataFrame()\n", "for i in range(1,int(last_page_num)+1):\n", " page_url = \"{}&page={}\".format(url,i)\n", " kospi = pd.concat([kospi,pd.read_html(page_url, header=0)[0]])\n", " \n", "kospi = kospi.dropna() \n", "kospi[\"날짜\"] = pd.to_datetime(kospi[\"날짜\"])\n", "kospi = kospi.set_index(\"날짜\")\n", "kospi = kospi.sort_index(ascending=True)\n", "\n", "# 데이터 저장\n", "kospi.to_csv(\"kospi.csv\")\n", "```" ] }, { "cell_type": "code", "execution_count": 2, "id": "70b5158e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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체결가전일비등락률거래량(천주)거래대금(백만)
날짜
1990-01-04928.8220.23+2.23%18094.0405061.0
1990-01-05915.1113.71-1.48%22179.0476295.0
1990-01-06912.862.25-0.25%12519.0269397.0
1990-01-08919.466.60+0.72%17577.0369946.0
1990-01-09920.210.75+0.08%18646.0382992.0
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" ], "text/plain": [ " 체결가 전일비 등락률 거래량(천주) 거래대금(백만)\n", "날짜 \n", "1990-01-04 928.82 20.23 +2.23% 18094.0 405061.0\n", "1990-01-05 915.11 13.71 -1.48% 22179.0 476295.0\n", "1990-01-06 912.86 2.25 -0.25% 12519.0 269397.0\n", "1990-01-08 919.46 6.60 +0.72% 17577.0 369946.0\n", "1990-01-09 920.21 0.75 +0.08% 18646.0 382992.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kospi = pd.read_csv(\"kospi.csv\")\n", "kospi = kospi.set_index(\"날짜\")\n", "kospi = kospi.sort_index(ascending=True)\n", "kospi.index = pd.DatetimeIndex(kospi.index)\n", "kospi.head()" ] }, { "cell_type": "markdown", "id": "b511e351", "metadata": {}, "source": [ "### Yahoo Finance S&P500 지수 크롤링" ] }, { "cell_type": "code", "execution_count": 3, "id": "9d5c1167", "metadata": {}, "outputs": [], "source": [ "import yfinance as yf\n", "from pandas_datareader import data as pdr" ] }, { "cell_type": "markdown", "id": "23cf9e88", "metadata": {}, "source": [ "```python\n", "yf.pdr_override()\n", "SP_500 = pdr.get_data_yahoo(\"^GSPC\", start=\"1990-01-01\")\n", "\n", "# 데이터 저장\n", "SP_500.to_csv(\"SP_500.csv\")\n", "\n", "```" ] }, { "cell_type": "code", "execution_count": 4, "id": "557d4234", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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OpenHighLowCloseAdj CloseVolume
Date
1990-01-02353.399994359.690002351.980011359.690002359.690002162070000
1990-01-03359.690002360.589996357.890015358.760010358.760010192330000
1990-01-04358.760010358.760010352.890015355.670013355.670013177000000
1990-01-05355.670013355.670013351.350006352.200012352.200012158530000
1990-01-08352.200012354.239990350.540009353.790009353.790009140110000
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" ], "text/plain": [ " Open High Low Close Adj Close \\\n", "Date \n", "1990-01-02 353.399994 359.690002 351.980011 359.690002 359.690002 \n", "1990-01-03 359.690002 360.589996 357.890015 358.760010 358.760010 \n", "1990-01-04 358.760010 358.760010 352.890015 355.670013 355.670013 \n", "1990-01-05 355.670013 355.670013 351.350006 352.200012 352.200012 \n", "1990-01-08 352.200012 354.239990 350.540009 353.790009 353.790009 \n", "\n", " Volume \n", "Date \n", "1990-01-02 162070000 \n", "1990-01-03 192330000 \n", "1990-01-04 177000000 \n", "1990-01-05 158530000 \n", "1990-01-08 140110000 " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SP_500 = pd.read_csv(\"SP_500.csv\").set_index(\"Date\").sort_index(ascending=True)\n", "SP_500.index = pd.DatetimeIndex(SP_500.index)\n", "SP_500.head()" ] }, { "cell_type": "markdown", "id": "d7282d47", "metadata": {}, "source": [ "### 비트코인 & 이더리움 시세 크롤링" ] }, { "cell_type": "markdown", "id": "026125b5", "metadata": {}, "source": [ "``` python\n", "BTC = pdr.get_data_yahoo(\"BTC-USD\", start=\"1990-01-01\")\n", "ETH = pdr.get_data_yahoo(\"ETH-USD\", start=\"1990-01-01\")\n", "\n", "BTC.to_csv(\"BTC.csv\")\n", "ETH.to_csv(\"ETH.csv\")\n", "\n", "```" ] }, { "cell_type": "code", "execution_count": 5, "id": "b5c1cded", "metadata": {}, "outputs": [], "source": [ "BTC = pd.read_csv(\"BTC.csv\").set_index(\"Date\").sort_index(ascending=True)\n", "BTC.index = pd.DatetimeIndex(BTC.index)\n", "\n", "ETH = pd.read_csv(\"ETH.csv\").set_index(\"Date\").sort_index(ascending=True)\n", "ETH.index = pd.DatetimeIndex(ETH.index)" ] }, { "cell_type": "code", "execution_count": 6, "id": "4d9fbcca", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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OpenHighLowCloseAdj CloseVolume
Date
2017-11-09308.644989329.451996307.056000320.884003320.884003893249984
2017-11-10320.670990324.717987294.541992299.252991299.252991885985984
2017-11-11298.585999319.453003298.191986314.681000314.681000842300992
2017-11-12314.690002319.153015298.513000307.907990307.9079901613479936
2017-11-13307.024994328.415009307.024994316.716003316.7160031041889984
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" ], "text/plain": [ " Open High Low Close Adj Close \\\n", "Date \n", "2017-11-09 308.644989 329.451996 307.056000 320.884003 320.884003 \n", "2017-11-10 320.670990 324.717987 294.541992 299.252991 299.252991 \n", "2017-11-11 298.585999 319.453003 298.191986 314.681000 314.681000 \n", "2017-11-12 314.690002 319.153015 298.513000 307.907990 307.907990 \n", "2017-11-13 307.024994 328.415009 307.024994 316.716003 316.716003 \n", "\n", " Volume \n", "Date \n", "2017-11-09 893249984 \n", "2017-11-10 885985984 \n", "2017-11-11 842300992 \n", "2017-11-12 1613479936 \n", "2017-11-13 1041889984 " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ETH.head()" ] }, { "cell_type": "markdown", "id": "4da54014", "metadata": {}, "source": [ "### 금 시세\n", "\n", "출처: https://www.gold.org/goldhub/data/gold-prices#registration-type=google&just-verified=1" ] }, { "cell_type": "markdown", "id": "1bf9777c", "metadata": {}, "source": [ "```python\n", "# gold price per ounce\n", "gold = pd.read_excel(\"Prices.xlsx\", sheet_name=\"Daily\", skiprows=8, usecols=\"D:AB\", index_col=\"Name\")\n", "gold = gold[[\"US dollar\"]]\n", "gold.to_csv(\"Gold.csv\")\n", "```" ] }, { "cell_type": "code", "execution_count": 7, "id": "d0b3021c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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US dollar
Name
1978-12-29226.00
1979-01-01226.00
1979-01-02226.80
1979-01-03218.60
1979-01-04223.15
1979-01-05225.50
1979-01-08223.10
1979-01-09224.00
1979-01-10220.70
1979-01-11220.65
\n", "
" ], "text/plain": [ " US dollar\n", "Name \n", "1978-12-29 226.00\n", "1979-01-01 226.00\n", "1979-01-02 226.80\n", "1979-01-03 218.60\n", "1979-01-04 223.15\n", "1979-01-05 225.50\n", "1979-01-08 223.10\n", "1979-01-09 224.00\n", "1979-01-10 220.70\n", "1979-01-11 220.65" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gold = pd.read_csv(\"Gold.csv\")\n", "gold = gold.set_index(\"Name\")\n", "gold = gold.sort_index(ascending=True)\n", "gold.index = pd.DatetimeIndex(gold.index)\n", "gold.head(10)" ] }, { "cell_type": "markdown", "id": "3cbd9035", "metadata": {}, "source": [ "## 2. 시각화" ] }, { "cell_type": "code", "execution_count": 8, "id": "a1a8373c", "metadata": {}, "outputs": [], "source": [ "import mplfinance as mpf\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns" ] }, { "cell_type": "code", "execution_count": 9, "id": "a44221a5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mpf.plot(BTC[\"2022-01-01\":], title=\"Bitcoin price in 2022\", type=\"candle\")" ] }, { "cell_type": "markdown", "id": "9d7be488", "metadata": {}, "source": [ "#### KOSPI vs S&P500 비교" ] }, { "cell_type": "code", "execution_count": 10, "id": "b15a55a3", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6))\n", "plt.subplot(2,1,1)\n", "plt.plot(kospi.index, kospi[\"체결가\"],\"r\", label=\"KOSPI\")\n", "plt.legend(loc=\"best\")\n", "plt.ylabel(\"KRW(₩)\")\n", "plt.subplot(2,1,2)\n", "plt.plot(SP_500.index, SP_500[\"Close\"],\"b\", label=\"S&P500\")\n", "plt.legend(loc=\"best\")\n", "plt.ylabel(\"USD($)\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d4422047", "metadata": {}, "source": [ "#### 비트코인 vs 이더리움 가격 비교" ] }, { "cell_type": "code", "execution_count": 11, "id": "d0699e0c", "metadata": {}, "outputs": [], "source": [ "adj_ETH = pd.DataFrame(columns=ETH.columns, index=BTC[:\"2017-11-08\"].index, data=0).append(ETH)" ] }, { "cell_type": "code", "execution_count": 12, "id": "9e7a8b37", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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OpenHighLowCloseAdj CloseVolume
Date
2014-09-170.0000000.0000000.0000000.0000000.0000000
2014-09-180.0000000.0000000.0000000.0000000.0000000
2014-09-190.0000000.0000000.0000000.0000000.0000000
2014-09-200.0000000.0000000.0000000.0000000.0000000
2014-09-210.0000000.0000000.0000000.0000000.0000000
.....................
2022-04-203103.9350593157.8857423045.2883303077.7458503077.74585015547362265
2022-04-213077.8293463173.4514162962.4104002987.4807132987.48071320783591093
2022-04-222986.9387213024.8544922942.3586432964.8356932964.83569316782795477
2022-04-232964.8022462975.3227542926.7402342938.1140142938.1140149116955609
2022-04-242938.3276372956.9477542929.2651372949.7021482949.7021488519581184
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2777 rows × 6 columns

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" ], "text/plain": [ " Open High Low Close Adj Close \\\n", "Date \n", "2014-09-17 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "2014-09-18 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "2014-09-19 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "2014-09-20 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "2014-09-21 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "... ... ... ... ... ... \n", "2022-04-20 3103.935059 3157.885742 3045.288330 3077.745850 3077.745850 \n", "2022-04-21 3077.829346 3173.451416 2962.410400 2987.480713 2987.480713 \n", "2022-04-22 2986.938721 3024.854492 2942.358643 2964.835693 2964.835693 \n", "2022-04-23 2964.802246 2975.322754 2926.740234 2938.114014 2938.114014 \n", "2022-04-24 2938.327637 2956.947754 2929.265137 2949.702148 2949.702148 \n", "\n", " Volume \n", "Date \n", "2014-09-17 0 \n", "2014-09-18 0 \n", "2014-09-19 0 \n", "2014-09-20 0 \n", "2014-09-21 0 \n", "... ... \n", "2022-04-20 15547362265 \n", "2022-04-21 20783591093 \n", "2022-04-22 16782795477 \n", "2022-04-23 9116955609 \n", "2022-04-24 8519581184 \n", "\n", "[2777 rows x 6 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adj_ETH" ] }, { "cell_type": "code", "execution_count": 13, "id": "027e1cb3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6))\n", "plt.subplot(2,1,1)\n", "plt.plot(adj_ETH.index, adj_ETH[\"Close\"],\"r\", label=\"ETH\")\n", "plt.legend(loc=\"upper left\")\n", "plt.subplot(2,1,2)\n", "plt.plot(BTC.index, BTC[\"Close\"],\"b\", label=\"BTC\")\n", "plt.legend(loc=\"upper left\")" ] }, { "cell_type": "markdown", "id": "ee43bbd4", "metadata": {}, "source": [ "#### S&P 500 vs 비트코인 가격 비교 (전체 데이터)" ] }, { "cell_type": "code", "execution_count": 14, "id": "e9b668a2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6))\n", "plt.subplot(2,1,1)\n", "plt.plot(SP_500[\"2014-09-17\":].index, SP_500[\"2014-09-17\":][\"Close\"],\"r\", label=\"S&P500\")\n", "plt.legend(loc=\"upper left\")\n", "plt.subplot(2,1,2)\n", "plt.plot(BTC.index, BTC[\"Close\"],\"b\", label=\"BTC\")\n", "plt.legend(loc=\"upper left\")" ] }, { "cell_type": "markdown", "id": "fbf18b5c", "metadata": {}, "source": [ "#### S&P 500 vs 비트코인 가격 비교 (최근 3년)" ] }, { "cell_type": "code", "execution_count": 15, "id": "53689c46", "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6))\n", "plt.subplot(2,1,1)\n", "plt.plot(SP_500[\"2020-01-01\":].index, SP_500[\"2020-01-01\":][\"Close\"],\"r\", label=\"S&P500\")\n", "plt.legend(loc=\"upper left\")\n", "plt.subplot(2,1,2)\n", "plt.plot(BTC[\"2020-01-01\":].index, BTC[\"2020-01-01\":][\"Close\"],\"b\", label=\"BTC\")\n", "plt.legend(loc=\"upper left\")" ] }, { "cell_type": "code", "execution_count": 20, "id": "647dcdbf", "metadata": {}, "outputs": [], "source": [ "# Using plotly.express\n", "import plotly.express as px" ] }, { "cell_type": "code", "execution_count": 21, "id": "4c19422b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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OpenHighLowCloseAdj CloseVolume
Date
2014-09-171999.3000492010.7399901993.2900392001.5699462001.5699463209420000
2014-09-182003.0699462012.3399662003.0699462011.3599852011.3599853235340000
2014-09-192012.7399902019.2600102006.5899662010.4000242010.4000244880220000
2014-09-222009.0799562009.0799561991.0100101994.2900391994.2900393349670000
2014-09-231992.7800291995.4100341982.7700201982.7700201982.7700203279350000
.....................
2022-04-184385.6298834410.3100594370.2998054391.6899414391.6899413509340000
2022-04-194390.6298834471.0297854390.6298834462.2099614462.2099613197930000
2022-04-204472.2597664488.2900394448.7597664459.4501954459.4501953678040000
2022-04-214489.1699224512.9399414384.4702154393.6601564393.6601563833570000
2022-04-224385.8300784385.8300784267.6201174271.7797854271.7797853930660000
\n", "

1914 rows × 6 columns

\n", "
" ], "text/plain": [ " Open High Low Close Adj Close \\\n", "Date \n", "2014-09-17 1999.300049 2010.739990 1993.290039 2001.569946 2001.569946 \n", "2014-09-18 2003.069946 2012.339966 2003.069946 2011.359985 2011.359985 \n", "2014-09-19 2012.739990 2019.260010 2006.589966 2010.400024 2010.400024 \n", "2014-09-22 2009.079956 2009.079956 1991.010010 1994.290039 1994.290039 \n", "2014-09-23 1992.780029 1995.410034 1982.770020 1982.770020 1982.770020 \n", "... ... ... ... ... ... \n", "2022-04-18 4385.629883 4410.310059 4370.299805 4391.689941 4391.689941 \n", "2022-04-19 4390.629883 4471.029785 4390.629883 4462.209961 4462.209961 \n", "2022-04-20 4472.259766 4488.290039 4448.759766 4459.450195 4459.450195 \n", "2022-04-21 4489.169922 4512.939941 4384.470215 4393.660156 4393.660156 \n", "2022-04-22 4385.830078 4385.830078 4267.620117 4271.779785 4271.779785 \n", "\n", " Volume \n", "Date \n", "2014-09-17 3209420000 \n", "2014-09-18 3235340000 \n", "2014-09-19 4880220000 \n", "2014-09-22 3349670000 \n", "2014-09-23 3279350000 \n", "... ... \n", "2022-04-18 3509340000 \n", "2022-04-19 3197930000 \n", "2022-04-20 3678040000 \n", "2022-04-21 3833570000 \n", "2022-04-22 3930660000 \n", "\n", "[1914 rows x 6 columns]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SP_500[\"2014-09-17\":]" ] }, { "cell_type": "code", "execution_count": 22, "id": "ff944d86", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Date=%{x}
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"xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "Date" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "Close" } } } }, "text/html": [ "
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BTCETHS&P500kospigold
2022-04-0146281.6445313449.5522464545.8598632739.851929.40
2022-04-0446622.6757813521.2412114582.6401372757.901930.30
2022-04-0545555.9921883411.7924804525.1201172759.201944.05
2022-04-0643206.7382813171.6918954481.1499022735.031930.15
2022-04-0743503.8476563233.2746584500.2099612695.861932.40
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2022-04-1139521.9023442981.0522464412.5297852693.101951.55
2022-04-1240127.1835943030.3764654397.4501952666.761960.85
2022-04-1341166.7304693118.3442384446.5898442716.491976.75
2022-04-1439935.5156253019.9094244392.5898442716.711963.25
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" ], "text/plain": [ " BTC ETH S&P500 kospi gold\n", "2022-04-01 46281.644531 3449.552246 4545.859863 2739.85 1929.40\n", "2022-04-04 46622.675781 3521.241211 4582.640137 2757.90 1930.30\n", "2022-04-05 45555.992188 3411.792480 4525.120117 2759.20 1944.05\n", "2022-04-06 43206.738281 3171.691895 4481.149902 2735.03 1930.15\n", "2022-04-07 43503.847656 3233.274658 4500.209961 2695.86 1932.40\n", "2022-04-08 42287.664062 3192.073975 4488.279785 2700.39 1941.40\n", "2022-04-11 39521.902344 2981.052246 4412.529785 2693.10 1951.55\n", "2022-04-12 40127.183594 3030.376465 4397.450195 2666.76 1960.85\n", "2022-04-13 41166.730469 3118.344238 4446.589844 2716.49 1976.75\n", "2022-04-14 39935.515625 3019.909424 4392.589844 2716.71 1963.25" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raw_data = pd.DataFrame(data={\"BTC\": BTC.loc[:,\"Close\"],\n", " \"ETH\": adj_ETH.loc[:,\"Close\"],\n", " \"S&P500\": SP_500[\"2014-09-17\":].loc[:,\"Close\"],\n", " \"kospi\": kospi[\"2014-09-17\":].loc[:,\"체결가\"],\n", " \"gold\" : gold[\"2014-09-17\":].loc[:,\"US dollar\"]}).dropna()\n", "\n", "raw_data.tail(10)" ] }, { "cell_type": "markdown", "id": "80c0d0f9", "metadata": {}, "source": [ "## 시계열 그래프의 유사도 분석" ] }, { "cell_type": "markdown", "id": "318e2386", "metadata": {}, "source": [ "https://stats.stackexchange.com/questions/133155/how-to-use-pearson-correlation-correctly-with-time-series\n" ] }, { "cell_type": "markdown", "id": "bdc29fa3", "metadata": {}, "source": [ "### Differentiate Timeseries" ] }, { "cell_type": "code", "execution_count": 24, "id": "dd7fb8b0", "metadata": {}, "outputs": [], "source": [ "diff = raw_data.diff()" ] }, { "cell_type": "code", "execution_count": 55, "id": "55b08a3d", "metadata": {}, "outputs": [], "source": [ "recent_data = diff[\"2019-01-01\":]" ] }, { "cell_type": "code", "execution_count": 57, "id": "61feda18", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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BTCETHS&P500kospigold
BTC1.0000000.7002180.2106490.0162620.025939
ETH0.7002181.0000000.1958520.0685830.010355
S&P5000.2106490.1958521.0000000.2673160.114148
kospi0.0162620.0685830.2673161.0000000.061675
gold0.0259390.0103550.1141480.0616751.000000
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" ], "text/plain": [ " BTC ETH S&P500 kospi gold\n", "BTC 1.000000 0.700218 0.210649 0.016262 0.025939\n", "ETH 0.700218 1.000000 0.195852 0.068583 0.010355\n", "S&P500 0.210649 0.195852 1.000000 0.267316 0.114148\n", "kospi 0.016262 0.068583 0.267316 1.000000 0.061675\n", "gold 0.025939 0.010355 0.114148 0.061675 1.000000" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "recent_data.corr()" ] }, { "cell_type": "markdown", "id": "21b5e6c0", "metadata": {}, "source": [ "### Point to Point difference (After Normalization)" ] }, { "cell_type": "code", "execution_count": 25, "id": "82fce5ed", "metadata": {}, "outputs": [], "source": [ "def MinMaxScaler(timeseries):\n", " return (timeseries - min(timeseries))/(max(timeseries)-min(timeseries))" ] }, { "cell_type": "code", "execution_count": 26, "id": "6dee88c8", "metadata": {}, "outputs": [], "source": [ "#Normalized Data\n", "norm_BTC, norm_ETH = MinMaxScaler(BTC.loc[:,\"Close\"]), MinMaxScaler(adj_ETH.loc[:,\"Close\"])\n", "norm_SP500, norm_kospi = MinMaxScaler(SP_500[\"2014-09-17\":].loc[:,\"Close\"]), MinMaxScaler(kospi[\"2014-09-17\":].loc[:,\"체결가\"])\n" ] }, { "cell_type": "code", "execution_count": 27, "id": "f086fc20", "metadata": {}, "outputs": [], "source": [ "norm_gold = MinMaxScaler(gold[\"2014-09-17\":].loc[:,\"US dollar\"])" ] }, { "cell_type": "code", "execution_count": 28, "id": "0402b767", "metadata": {}, "outputs": [], "source": [ "data = pd.DataFrame(data={\"BTC\": norm_BTC,\n", " \"ETH\": norm_ETH,\n", " \"S&P500\": norm_SP500,\n", " \"kospi\": norm_kospi,\n", " \"gold\":norm_gold}).dropna()" ] }, { "cell_type": "code", "execution_count": 29, "id": "96b0bafd", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "variable=BTC
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BTCETHS&P500kospigold
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ETH0.6424171.0000000.1487960.0347090.087130
S&P5000.1352830.1487961.0000000.214479-0.038637
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BTCETHS&P500kospigold
2014-09-17NaNNaNNaNNaNNaN
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level_0level_1level_2BTCETHS&P500kospigold
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45520224BTC1.0000000.9030300.7696970.1757580.284848
45620224ETH0.9030301.0000000.8424240.2000000.103030
45720224S&P5000.7696970.8424241.0000000.2606060.018182
45820224kospi0.1757580.2000000.2606061.0000000.369697
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460 rows × 8 columns

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" ], "text/plain": [ " level_0 level_1 level_2 BTC ETH S&P500 kospi \\\n", "0 2014 9 BTC 1.000000 NaN -0.450000 -0.216667 \n", "1 2014 9 ETH NaN NaN NaN NaN \n", "2 2014 9 S&P500 -0.450000 NaN 1.000000 0.283333 \n", "3 2014 9 kospi -0.216667 NaN 0.283333 1.000000 \n", "4 2014 9 gold 0.350000 NaN 0.000000 0.200000 \n", ".. ... ... ... ... ... ... ... \n", "455 2022 4 BTC 1.000000 0.903030 0.769697 0.175758 \n", "456 2022 4 ETH 0.903030 1.000000 0.842424 0.200000 \n", "457 2022 4 S&P500 0.769697 0.842424 1.000000 0.260606 \n", "458 2022 4 kospi 0.175758 0.200000 0.260606 1.000000 \n", "459 2022 4 gold 0.284848 0.103030 0.018182 0.369697 \n", "\n", " gold \n", "0 0.350000 \n", "1 NaN \n", "2 0.000000 \n", "3 0.200000 \n", "4 1.000000 \n", ".. ... \n", "455 0.284848 \n", "456 0.103030 \n", "457 0.018182 \n", "458 0.369697 \n", "459 1.000000 \n", "\n", "[460 rows x 8 columns]" ] }, "execution_count": 163, "metadata": {}, "output_type": "execute_result" } ], "source": [ "monthly_corr_trend" ] }, { "cell_type": "code", "execution_count": 164, "id": "ac36f164", "metadata": {}, "outputs": [], "source": [ "monthly_corr_trend[\"date\"] = pd.to_datetime(monthly_corr_trend.level_0.astype(str) + '/' + monthly_corr_trend.level_1.astype(str))" ] }, { "cell_type": "code", "execution_count": 169, "id": "34514ce4", "metadata": {}, "outputs": [], "source": [ "corr_dat = monthly_corr_trend[monthly_corr_trend['level_2']=='BTC'][[\"date\",\"S&P500\",\"kospi\",\"gold\",\"ETH\"]].reset_index(drop=True)" ] }, { "cell_type": "code", "execution_count": 170, "id": "ea0b1b1c", "metadata": {}, "outputs": [], "source": [ "corr_dat.index = corr_dat.date" ] }, { "cell_type": "code", "execution_count": 171, "id": "fcc5dac1", "metadata": {}, "outputs": [], "source": [ "corr_dat = corr_dat.drop(columns=['date'])" ] }, { "cell_type": "code", "execution_count": 211, "id": "b131546a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\jake1\\AppData\\Roaming\\Python\\Python39\\site-packages\\seaborn\\_decorators.py:36: FutureWarning:\n", "\n", "Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n", "\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,5))\n", "sns.lineplot(corr_dat.index, corr_dat[\"gold\"], color='green')\n", "sns.set_theme(style='white')\n", "plt.title(\"Monthly Correlation Plot\")\n", "plt.ylabel('BTC-Gold Corr')\n", "plt.xlabel(\"Year-Month\")\n", "plt.xticks(fontsize=10)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 30, "id": "b77ee529", "metadata": {}, "outputs": [], "source": [ "BTC_SP_Diff = norm_SP500 - norm_BTC\n", "BTC_ETH_Diff = norm_BTC - norm_ETH\n", "SP_Kos_Diff = norm_SP500 - norm_kospi" ] }, { "cell_type": "code", "execution_count": 31, "id": "d9c4a012", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "variable=Close
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BTCETHS&P500kospigold
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BTCETHS&P500kospigold
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "monthly_corr = data.groupby([data.index.year, data.index.month])[\"BTC\",\"S&P500\"].corr().unstack().loc[:,(\"BTC\",\"S&P500\")]\n", "\n", "BTC_SP_monthly_corr = pd.DataFrame(monthly_corr.values, \n", " columns =[\"BTC-S&P500\"], \n", " index = pd.date_range(\"2014-09\", \"2022-05\", freq=\"M\"))\n", "\n", "px.bar(BTC_SP_monthly_corr, labels={\"index\":\"Date\", \"value\":\"BTC-SP500\"})" ] }, { "cell_type": "markdown", "id": "ab706395", "metadata": {}, "source": [ "### Percentage Change Correlation " ] }, { "cell_type": "code", "execution_count": 38, "id": "49af4a41", "metadata": {}, "outputs": [], "source": [ "def pct_change(timeseries):\n", " return timeseries.pct_change()" ] }, { "cell_type": "code", "execution_count": 39, "id": "52dd8ca2", "metadata": {}, "outputs": [], "source": [ "BTC_ret = pct_change(BTC.loc[:,\"Close\"])\n", "ETH_ret = pct_change(ETH.loc[:,\"Close\"])\n", "SP_ret = pct_change(SP_500[\"2014-09-17\":].loc[:,\"Close\"])\n", "kospi_ret = pct_change(kospi[\"2014-09-17\":].loc[:,\"체결가\"])\n", "\n", "pct_data = pd.DataFrame(data={\"BTC\": BTC_ret,\n", " \"ETH\": ETH_ret,\n", " \"S&P500\": SP_ret,\n", " \"kospi\": kospi_ret})" ] }, { "cell_type": "code", "execution_count": 40, "id": "7f40e0f0", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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BTCETHS&P500kospi
BTC1.0000000.7774110.238657-0.022680
ETH0.7774111.0000000.2656950.016867
S&P5000.2386570.2656951.0000000.259896
kospi-0.0226800.0168670.2598961.000000
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" ], "text/plain": [ " BTC ETH S&P500 kospi\n", "BTC 1.000000 0.777411 0.238657 -0.022680\n", "ETH 0.777411 1.000000 0.265695 0.016867\n", "S&P500 0.238657 0.265695 1.000000 0.259896\n", "kospi -0.022680 0.016867 0.259896 1.000000" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pct_data.dropna().corr()" ] }, { "cell_type": "markdown", "id": "977296a5", "metadata": {}, "source": [ "BTC-ETH percentage change correlation graph" ] }, { "cell_type": "code", "execution_count": 41, "id": "399a0e1b", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "2017-11-10 -0.067411\n", "2017-11-11 0.051555\n", "2017-11-12 -0.021523\n", "2017-11-13 0.028606\n", "2017-11-14 0.066037\n", " ... \n", "2022-04-20 -0.008492\n", "2022-04-21 -0.029328\n", "2022-04-22 -0.007580\n", "2022-04-23 -0.009013\n", "2022-04-24 0.003944\n", "Freq: D, Name: ETH, Length: 1627, dtype: float64" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pct_data[\"ETH\"].dropna()" ] }, { "cell_type": "code", "execution_count": 42, "id": "1d6389a6", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "x=%{x}
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ETH = 0.949129 * BTC + 9.72619e-05
R2=0.604367

BTC=%{x}
ETH=%{y} (trend)", "legendgroup": "", "marker": { "color": "#636efa", "symbol": "circle" }, "mode": "lines", "name": "", "showlegend": false, "type": "scattergl", "x": [ -0.37169538560117077, -0.16854801354629112, -0.15968807377551097, -0.14085680731712602, -0.1337324531280254, -0.1332174549686006, -0.1328368400602007, -0.13009972955850602, -0.12473030502089644, -0.1139604136496184, -0.11265533282181261, -0.1106216071695616, -0.10535219581320587, -0.10468634305373903, -0.10381165615712484, -0.1027834196380305, -0.10239476124641311, -0.10060415105858134, -0.09930198541853996, -0.09916170347942321, -0.09767137204823373, -0.09599929127557916, -0.08831366819666353, -0.0878329224671307, -0.0872604012088013, -0.08613793664749825, -0.08528232829817228, -0.08077536819799569, -0.07935014996092593, -0.07806935036049167, -0.07788223029977337, -0.07778514379518264, -0.07747238810719048, -0.07726926617796492, -0.0755415215926486, -0.07431961911021989, -0.07355414731266852, -0.07273315912449108, 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S&P500 = 0.282353 * kospi + 0.000429145
R2=0.063911

kospi=%{x}
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S&P500 = 0.070689 * BTC + 0.000438086
R2=0.047058

BTC=%{x}
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S&P500 = 0.0734055 * BTC + 0.000235562
R2=0.113182

BTC=%{x}
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