{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "43d09a6f", "metadata": { "hide_input": true }, "outputs": [ { "data": { "application/javascript": [ "IPython.OutputArea.prototype._should_scroll = function(lines) {\n", " return false;\n", "}\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%javascript\n", "IPython.OutputArea.prototype._should_scroll = function(lines) {\n", " return false;\n", "}" ] }, { "cell_type": "markdown", "id": "42147e98", "metadata": {}, "source": [ "# **The Euro on Forex**\n", "## **Exploring Twenty Years of Volatility**\n", "### Very Brief History\n", "The currency exchange market has been around since coins were first used. At the end of the 1800s the development of the gold standard fixed currency values to a certain amount of gold, allowing for an internationally stable monetary system (1). Eventually the amount of gold was not enough to keep up with the demand for currency. After World War II the Bretton Woods Accord set the US Dollar as the global fixed currency. This created an adjustable rate exchange, but it was still determined by central banks and state actors (2). The US dollar was pegged to gold at the time, and during the 1970s the same liquidity problem (i.e. amount of gold vs currency in circulation) occurred. In August of 1971 President Richard Nixon unilaterally canceled direct international convertibility of the US dollar to gold, inadvertently beginning a regime of free-floating currencies (3).\n", "\n", "### Today\n", "The modern foreign exchange market (Forex, FX, or currency market) is a direct broker to dealer global marketplace that determines the market value and exchange rate of currencies all over the world. It is open 24 hours a day, 5 days a week. Currencies are always traded in pairs, and the value expressed is of one currency relative to another. For example, at the end of the day on 11/19/21 the Euro to US dollar rate was 1.13, or $1.13 equals €1. All of the twenty most traded currencies are free-floating, their value is determined by political conditions, economic factors and market psychology.\n", "\n", "Forex is by far the largest financial market in the world, in 2019 having a daily volume of over $6.6 trillion (4). The Euro to US dollar (EURUSD) is the most traded currency pair, taking about 30% of the multi-billion dollar Forex turnover (5).\n", "\n", "### Methodology\n", "This study examines the more than two decades of exchange rates for the Euro. It uses the 2019 Triennial Central Bank Survey by the Bank for International Settlements to determine four currencies that represent large portions of the market and four currencies that represent small portions of the market. The highly traded currencies are the US dollar, Japanese yen, UK pound, and Australian dollar. The Israeli shekel, Phillipine peso, Malaysian ringgit, and Romanian leu comprise the group of least traded currencies.\n", "\n", "The data set used is based on daily closing values provided by the European Central Bank and compiled by Daria Chemkaeva. It is updated weekly, the version used for this study was downloaded from Kaggle in November 2021.\n", "\n", "### Summary\n", "This study demonstrates that geopolitics has broad influence on the foreign exchange market. This is shown through the correlation between historical events and changes in FOREX. This study also reveals global and regional synchronicity in exchange rate volatility." ] }, { "cell_type": "code", "execution_count": 2, "id": "99b92926", "metadata": { "hide_input": true, "scrolled": false }, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/bz/5cj1tzbj5xn319rpqrw6gpmh0000gn/T/ipykernel_36768/706483551.py:28: FutureWarning: The default value of regex will change from True to False in a future version. In addition, single character regular expressions will *not* be treated as literal strings when regex=True.\n", " x_rates.columns = x_rates.columns.str.replace(\"[\",\"\").str.replace(\"]\",\"\", regex=False)\n" ] } ], "source": [ "# import libraries and set display options\n", "import pandas as pd\n", "import pprint\n", "\n", "# set frame width and center output\n", "from IPython.core.display import display, HTML\n", "display(HTML(\"\"\"\n", "\n", "\"\"\"))\n", "\n", "# pretty print options\n", "pd.options.display.float_format = '{:20,.4f}'.format\n", "pd.set_option('display.max_rows', None)\n", "pd.set_option('display.max_columns', None)\n", "pd.set_option('display.width', 3000)\n", "pd.set_option('display.colheader_justify', 'center')\n", "pd.set_option('display.precision', 3)\n", "\n", "# open file\n", "x_rates = pd.read_csv(\"euro-daily-hist_1999_2020.csv\")\n", "\n", "# strip brackets and trailing space from country names\n", "# replace remaining space with underscore\n", "# lower case all column names\n", "x_rates.columns = x_rates.columns.str.replace(\"[\",\"\").str.replace(\"]\",\"\", regex=False)\n", "# x_rates.columns = x_rates.columns.str.replace(\"[\",\"\").str.replace(\"]\",\"\", regex=True)\n", "x_rates.columns = x_rates.columns.str.rstrip()\n", "x_rates.columns = x_rates.columns.str.replace(\" \",\"_\", regex=False)\n", "# x_rates.columns = x_rates.columns.str.replace(\" \",\"_\", regex=True)\n", "x_rates.columns = x_rates.columns.str.lower()\n", "\n", "# rename columns\n", "x_rates.rename(columns={\"period\\\\unit:\":\"date\",\n", " \"chinese_yuan_renminbi\":\"chinese_yuan\",\n", " \"uk_pound_sterling\":\"uk_pound\"}, inplace=True)\n", "\n", "# convert datetime\n", "x_rates[\"date\"] = pd.to_datetime(x_rates[\"date\"])\n", "\n", "# resort and reindex\n", "x_rates.sort_values(\"date\", inplace=True)\n", "x_rates.reset_index(drop=True, inplace=True)\n", "\n", "# convert hyphens in currency columns to NaN\n", "import numpy as np\n", "x_rates = x_rates.replace(\"-\", np.nan)\n", "\n", "# convert exchange rate values to float\n", "x_rates.iloc[:,1:] = x_rates.iloc[:,1:].astype(float)" ] }, { "cell_type": "markdown", "id": "8373d967", "metadata": {}, "source": [ "## **Euro & Traded Pairs**\n", "### Euro to Highly Traded Currencies\n", "The first set of line graphs represent the exchange rates for the Euro to the US dollar, Japanese yen, UK pound, and Australian dollar. These four currencies, in addition to the Euro, are the top five currencies in the Forex market. All five together comprise over 75% of daily trades (4).\n", "### Euro to Least Traded Currencies\n", "The second set of graphs represent the exchange rates for the Euro to the Israeli shekel, Philippine peso, Malaysian ringgit, and Romanian leu. These four currencies have low trade volumes, they comprise less than 0.4% of daily trades (4)." ] }, { "cell_type": "code", "execution_count": 3, "id": "27c42da0", "metadata": { "hide_input": true, "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "plt.rcParams.update({'figure.max_open_warning': 0})\n", "import matplotlib.dates as mdates\n", "\n", "# import colormap and set up color iteration\n", "from matplotlib.pyplot import cm\n", "colors = iter([plt.cm.tab10(i) for i in range(8)])\n", "\n", "# create a list of data frames for each currency with log rate of the exchange rate, 30 day rolling mean, and year\n", "df_dict = {}\n", "for currency in x_rates.columns[1:]:\n", " df_name = currency\n", " df = x_rates[[\"date\", currency]].copy()\n", " df = df[df[currency].notna()]\n", " df[\"log_rate\"] = np.log(df.iloc[:,1]/df.iloc[:,1].shift()) # getting the log of the exchange rate # double check this is the correct way to get log\n", " df[\"rolling_mean_30\"] = df[currency].rolling(30).mean()\n", " df[\"year\"] = df[\"date\"].dt.year\n", " df_dict[currency] = df\n", "\n", "# currencies for comparison\n", "high_freq = [df_dict[\"us_dollar\"], df_dict[\"japanese_yen\"], df_dict[\"uk_pound\"], df_dict[\"australian_dollar\"]]\n", "low_freq = [df_dict[\"israeli_shekel\"], df_dict[\"philippine_peso\"], df_dict[\"malaysian_ringgit\"], df_dict[\"romanian_leu\"]]\n", "\n", "# line graph showing Euro to each high frequency trading pairs\n", "fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(nrows=2, ncols=2, figsize=(18,10))\n", "\n", "for ax, currency in zip((ax1, ax2, ax3, ax4), high_freq):\n", " ax.plot(currency[\"date\"], currency[\"rolling_mean_30\"], linewidth=3, c=next(colors))\n", "for ax in ax1, ax2, ax3, ax4:\n", " ax.set_xticks([\"2000-01-04 00:00:00\", \"2005-01-04 00:00:00\", \"2010-01-04 00:00:00\",\n", " \"2015-01-04 00:00:00\", \"2020-01-04 00:00:00\"])\n", " ax.set_xticklabels([2000,2005,2010,2015,2020], fontsize=18)\n", " ax.set(yticks=[])\n", "# ax.set_ylabel(str(currency)) # why not, i can get it to change to a string \"currency\", but not a variable\n", "ax1.set_ylabel(\"US dollar\", fontsize=18, weight=\"bold\", color=\"tab:blue\")\n", "ax2.set_ylabel(\"Japanese yen\", fontsize=18, weight=\"bold\", color=\"tab:orange\")\n", "ax2.yaxis.set_label_position(\"right\")\n", "ax3.set_ylabel(\"UK pound\", fontsize=18, weight=\"bold\", color=\"tab:green\")\n", "ax4.set_ylabel(\"Australian dollar\", fontsize=18, weight=\"bold\", color=\"tab:red\")\n", "ax4.yaxis.set_label_position(\"right\")\n", "plt.subplots_adjust(wspace=0.01,hspace=0.01)\n", "ax.text(0.08, 0.0, \"© B McMinn\" + \" \"*174 + \"Source: European Central Bank\",\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=14,\n", " transform=fig.transFigure)\n", "fig.suptitle(\" \"*21 + \"Euro to High Frequency Pairs\" + \" \"*21,\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=35, weight=\"bold\")\n", "plt.show()\n", "\n", "# line graph showing Euro to each low frequency trading pairs\n", "fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(nrows=2, ncols=2, figsize=(18,10), sharex=True)\n", "for ax, currency in zip((ax1, ax2, ax3, ax4), low_freq):\n", " ax.plot(currency[\"date\"], currency[\"rolling_mean_30\"], linewidth=3, c=next(colors))\n", "for ax in ax1, ax2, ax3, ax4:\n", " ax.set_xticks([\"2000-01-04 00:00:00\", \"2005-01-04 00:00:00\", \"2010-01-04 00:00:00\",\n", " \"2015-01-04 00:00:00\", \"2020-01-04 00:00:00\"])\n", " ax.set_xticklabels([2000,2005,2010,2015,2020], fontsize=18)\n", " ax.set(yticks=[])\n", "# ax.set_ylabel(str(currency)) # why not, i can get it to change to a string \"currency\", but not a variable\n", "ax1.set_ylabel(\"Israeli shekel\", fontsize=18, weight=\"bold\", color=\"tab:purple\")\n", "ax2.set_ylabel(\"Philippine peso\", fontsize=18, weight=\"bold\", color=\"tab:brown\")\n", "ax2.yaxis.set_label_position(\"right\")\n", "ax3.set_ylabel(\"Malaysian ringgit\", fontsize=18, weight=\"bold\", color=\"tab:pink\")\n", "ax4.set_ylabel(\"Romanian leu\", fontsize=18, weight=\"bold\", color=\"tab:grey\")\n", "ax4.yaxis.set_label_position(\"right\")\n", "plt.subplots_adjust(wspace=0.01,hspace=0.01)\n", "ax.text(0.08, 0.0, \"© B McMinn\" + \" \"*174 + \"Source: European Central Bank\",\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=14,\n", " transform=fig.transFigure)\n", "fig.suptitle(\" \"*22 + \"Euro to Low Frequency Pairs\" + \" \"*22,\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=35, weight=\"bold\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "df8ba05c", "metadata": {}, "source": [ "## **Euro & Traded Pairs Conclusion**\n", "\n", "### High Frequency Pairs\n", "* The US dollar, Japanese yen, and UK pound all show a tight ratio (1:1) with the Euro in the early 2000s.\n", "* Both the Japanese yen and Australian dollar have a period in 2011 or 2012 where the exchange ratio gets tight and then rebounds. Is it really at the same time? Are there any other countries with the same pattern and what could the cause have been?\n", "### Low Frequency Pairs\n", "* The Israeli shekel appears to have steadily closed it's ratio to the Euro over the last two decades, while the Romanian leu is definitely loosing value.\n", "* The shekel and leu appear to be fairly stable, or have low volatility.\n", "* The Israeli shekel, Malaysian ringgit, and Phillipine peso also show the tight ratio of the early 2000s.\n", "\n", "## **Alignments**\n", "We can answer some questions and come up with some new ones by overlapping graphs of the exchange rates. Closer looks will often reveal how currencies respond to similar events. The graph below examines the rate for the Euro to the four major currencies simultaneously." ] }, { "cell_type": "code", "execution_count": 4, "id": "3c79d5a6", "metadata": { "hide_input": true, "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# line graph showing Euro to four high frequency trading pairs overlapped\n", "chart_date_high = (df_dict[\"us_dollar\"][\"date\"])\n", "colors = iter([plt.cm.tab10(i) for i in range(0,4)])\n", "fig, ax = plt.subplots(figsize=(18,10))\n", "ax1 = ax.twinx()\n", "ax2 = ax.twinx()\n", "ax3 = ax.twinx()\n", "for ax, currency in zip ((ax, ax1,ax2,ax3), high_freq):\n", " ax.plot(chart_date_high, currency[\"rolling_mean_30\"], linewidth=3, c=next(colors))\n", " ax.set_xticks([\"2000-01-04 00:00:00\", \"2005-01-04 00:00:00\", \"2010-01-04 00:00:00\",\n", " \"2015-01-04 00:00:00\", \"2020-01-04 00:00:00\"])\n", " ax.set_xticklabels([2000,2005,2010,2015,2020], fontsize=18)\n", " ax.set(yticks=[])\n", "# Sept 11, 2001\n", "sept11 = df_dict[\"us_dollar\"][\"date\"] == \"2001-09-11\"\n", "sept11 = df_dict[\"us_dollar\"][sept11]\n", "sept11 = sept11[\"date\"]\n", "ax.axvline(x=sept11, alpha=0.8, color=\"gold\", linewidth=2)\n", "ax.axvspan(xmin=chart_date_high.iloc[11], xmax=chart_date_high.iloc[701],\n", " ymax=0.97, ymin=0.86, alpha=0.4, color='gold')\n", "ax.text(0.165, 0.82, \"9/11 attacks\", color=\"black\", fontsize=16,\n", " transform=fig.transFigure)\n", "ax.text(0.165, 0.8, \"in US\", color=\"black\", fontsize=16,\n", " transform=fig.transFigure)\n", "# EESA\n", "eesa = df_dict[\"us_dollar\"][\"date\"] == \"2008-10-03\"\n", "eesa = df_dict[\"us_dollar\"][eesa]\n", "eesa = eesa[\"date\"]\n", "ax.axvline(x=eesa, color=\"gold\", linewidth=2)\n", "ax.axvspan(xmin=chart_date_high.iloc[1604], xmax=chart_date_high.iloc[2504],\n", " ymax=0.19, ymin=0.10, alpha=0.4, color='gold')\n", "ax.text(0.365, 0.23, \"E.E.S.A. enacted\", color=\"black\", fontsize=16,\n", " transform=fig.transFigure)\n", "ax.text(0.365, 0.21, \"in US\", color=\"black\", fontsize=16,\n", " transform=fig.transFigure)\n", "# European Debt Crisis\n", "# https://www.businessinsider.com/s?q=euro+forex+2012\n", "# https://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp1532.pdf\n", "edc = df_dict[\"us_dollar\"][\"date\"] == \"2012-09-06\"\n", "edc = df_dict[\"us_dollar\"][edc]\n", "edc = edc[\"date\"]\n", "ax.axvline(x=edc, color=\"gold\", linewidth=2)\n", "ax.axvspan(xmin=chart_date_high.iloc[3508], xmax=chart_date_high.iloc[4488],\n", " ymax=0.97, ymin=0.86, alpha=0.4, color='gold')\n", "ax.text(0.60, 0.82, \"ECB announces\", color=\"black\", fontsize=16,\n", " transform=fig.transFigure)\n", "ax.text(0.60, 0.8, \"unlimited support\", color=\"black\", fontsize=16,\n", " transform=fig.transFigure)\n", "# other text\n", "fig.suptitle(\" \"*12 + \"Alignment of Euro/High Frequency Pairs\" + \" \"*12,\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=35, weight=\"bold\")\n", "ax.text(0.75, 0.24, \"US dollar\", color=\"tab:blue\", fontsize=18, weight=\"bold\",\n", " transform=fig.transFigure)\n", "ax.text(0.75, 0.21, \"Japanese yen\", color=\"tab:orange\", fontsize=18, weight=\"bold\",\n", " transform=fig.transFigure)\n", "ax.text(0.75, 0.17, \"UK pound\", color=\"tab:green\", fontsize=18, weight=\"bold\",\n", " transform=fig.transFigure)\n", "ax.text(0.75, 0.14, \"Australian dollar\", color=\"tab:red\", fontsize=18, weight=\"bold\",\n", " transform=fig.transFigure)\n", "ax.text(0.08, 0.0, \"© B McMinn\" + \" \"*174 + \"Source: European Central Bank\",\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=14,\n", " transform=fig.transFigure)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a3f5bcd0", "metadata": {}, "source": [ "## **Alignments Conclusion**\n", "The overlay of the four major currencies shows some very interesting patterns. Broadly speaking, there are periods of strong alignment, divergent alignment, and times with minimal correlation.\n", "* The Japanese yen, UK pound, and US dollar all track closely from the start of data collection through the early years following the September 11 attacks in the US.\n", "* The September 11 attacks also mark a long period where those three currencies have a looser trade ratio with the Euro. It is not evident if this is due to a strong Euro or if the other currencies are trading lower in conjunction.\n", "* In October of 2008 the US President, Treasury Secretary, and Congress enacted the Emergency Economic Stabilization Act, the main pillar of which was the $700 billion Troubled Asset Relief Program (7). This was in response to the 2007-2008 Financial Crises and led to an \"unprecedented federal intervention to rescue banks and restore confidence to the finance sector\" (8). It marks an interesting point in the Alignment of Euro/High Frequency Pairs graph, and can be seen more closely in the zoomed image below.\n", "
\n", "\n", "
\n", "* Lastly, all four trading currencies can be seen responding in a similar way to the 2012 European Debt Crises, by tightening the trading ratio with Euro. On September 06 of that year the European Central Bank announced an open-ended and unlimited period of buying distressed bonds from all Eurozone countries involved in a sovereign state bailout program (9). This was seen as the most dramatic move to that date (10). The Alignment of Euro/High Frequency Pairs graph would seem to indicate that at this point the Euro stopped it's dramatic slide towards a 1:1 ratio and quickly gained ground on the Japanese yen and Australian dollar.\n", "\n", "## **Volatility**\n", "A basic explanation of market volatility is the amount of price change for a commodity in a given period of time. This can be seen for stocks, on the FOREX, or in many other places. For traders, especially day and swing traders, volatility is a key component for making financial decisions. To make money in the financial market there must be price movement. Managing the opportunities and risks requires continuous tracking of volatility and associated indicators. This study looks at annual volatility, first for the eight traded currencies and then on a global map for the entire dataset. This broad of a time frame is unlikely to be used for making a specific trade. However, it can reveal patterns that could be used for building a more robust algorithm." ] }, { "cell_type": "code", "execution_count": 5, "id": "f9c862e9", "metadata": { "hide_input": true, "scrolled": false }, "outputs": [], "source": [ "# function to create df with year and annual volatility for every row\n", "volatility_df_list = []\n", "def volatizer(currency):\n", " annual_df_list = [currency[currency['year'] == y] for y in currency['year'].unique()] # list of annual dfs\n", " c_name = currency.columns[1]\n", " row_dict = {} # dictionary with year:annual_volatility as key:value \n", " for frame in annual_df_list:\n", " year_name = frame.iat[0,4] # first cell of the \"year\" column, becomes the \"year\" key for row_dict\n", " annual_volatility = frame[\"log_rate\"].std()*253**.5 # volatility measured by standard deviation * 253 trading days per year raised to the 0.5 power\n", " row_dict[year_name] = annual_volatility # dictionary with year:annual_volatility as key:value \n", " df = pd.DataFrame.from_dict(row_dict, orient=\"index\", columns=[c_name]) # new df from dictionary indexing on year\n", " volatility_df_list.append(df)\n", "\n", "# apply volatizer to each currency df\n", "for key in df_dict:\n", " df_dict[key] = volatizer(df_dict[key])\n", " \n", "# create an annual volatility data frame with all 40 currencies\n", "annual_volatility = pd.concat(volatility_df_list, axis=1)\n", "annual_volatility[\"year\"] = annual_volatility.index\n", "# move year to position 0 and set index as int" ] }, { "cell_type": "code", "execution_count": 6, "id": "09a24666", "metadata": { "hide_input": true, "scrolled": true }, "outputs": [ { "data": { "image/png": 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ukLg4xYwapZzPP1fxkSMKbtGixuvb//jjypm/QAm//Y3CUlJUdPiwjq9cJdfRo2rWo4faT3tWu+/4teInTlTMSHdAE1qmdUjB9u3a/9hjavWryQrtkKTgWHcNhbt3K/bnVyu0fXtZRcXKXbBAuyZNVtILzyv6nHNqts8H9iv+ppsU0iZRruPHdPSDD7R9/I3q+NabCu/atfz+PPZXRZ97rto9+aQKtm3TgSeflAkKUrsn7PuG2fvggzr6yVy1vv1XCu/ZS3nffqvdd99TablDs9/QvgcfVPOLL1LC736rwgMHlPn0M8pY/YM6vvO2gqKiqr9fO3cp5oLzFf/LX8oEGR1bsUJ7H3hAVv4Jtbz22nLLHpkzR6FJSZqalbXzr23bTpG0p9obqmOEJ0AVkuMj9eiYnnr4w3Wa9Mp3Mkbq1DpaI7ol6JahHdWmebjP27pclp75YrPO6dJaT/68T+n0uKgw3fF6+cD02XmbFRYSpFdvHaQWEe4AY2jnVhr6xAJNnbdJz4/vX+2aL+rVtvRvy7LUP6WlosND9Ls3VuuRvAK1jDrZpDD7WIE+vGWoTm9X8xcdoN6cc/fJv10uKXWYlLvPHSxUDE8Kj0vj50hhnhfx9v2laf2kJf+URt7vnlb2NpYlJZ8tFRdI306TRj0oBZXpTz3/qDRpoRTR0v1/dIL0rxHS5s+l3j93T/vkXil1iHTd6ydvlzpMmtpH+jZduuhxae9q9zYueUoK94ShacPL1/75A+6g5aYPpBDPedpplPTPQdJX/5Cue837/RMcIvW7yb2P5z9yct9XvCSFt5B6ej5w7vhWWvuONGaGdIbn2/vTRrj37Z1fSnt/KN9CJzZJunrmyf/zstw1Ht3rbjUD+NnqzNVanblat/W+rcbBiSR1iu2kR4c+Kkka2n6oWjRrofsW3qcle5doUNtBWrhroVYeWKlHhjyiMZ3GSJLObn+2jhcd13/W/kc39rhRLcNb1ni7IUEhSh+VrtCgk19I3PXVXfox60edkXCGjuQf0cvrXtbVXa7W3QPuLt1ukAnSMyufqfH2gKbgyPvvSS6XWlx+uSSpxZgxOvrRRzr6ySeVPnBXx/Hvv1eLSy9V7NVXl05rft55pX+Hd3e3HA1N6lCupUeJ4kOHlDzzRYV3715uept7f1/6t+VyKWrwIBVs365D/5td4/Ck3aOPnlxXcbGihw3TiUsv0+G33lbin/5YbtnI/v2V+IDnfc7QISrYtk2H33pLbR//W2kruoryt27T0Q8/Uuvf/EatJv5SkhQ9dIhcx/J0+H+zy20789lnFTlwoNo/dfJLmmZpadpx/Q06/PY7iqtBfy2tJt12ct0ulyIHDlRRZqYOvf6/yo+lZSl55ot6NyLi8Jwjh+dWeyN+QHgCVMO1A5N1Uc+2WrDxgJZtz9bSrQf1wtdb9b9lGXpr8tnq0ibG6+32Hj2hvUdO6Leju5SbflHPRIVUuNxn2bZsjeqWUBqcSFJMeKhGd2+jeRv216jenBOFSl+wRZ+s2ae9R46rsPhkvyzbDuaVC086tIwgOEHgO/iTtOAx94f/3P3uy2IkKdjL5XSdzz8ZHkhSyxSpwwBp57KT03L2SV/+zX35Ts5eyVWmJVhephTT5uT/HQaeDE4kqY2n07gjO0/Wdmib+3KhsqMDhUa6W23s+Mb9f2IvKShUeutmqe8NUsoQKbr1yeULj0vbv3GvxwSVX1faudIPb9jfR2dOkBY+6b7E6cyb3JfZrH5N6nOd+zImyX3ZUHCY1ONn5dd/2kj37x3flg9POp9ffhsllyAd2UV4gnqR2jxVLsul1ze8rlHJo9Q9vnvVNyrjgtQLyv+fcoH+tOhPWn1gtQa1HaTv9n+nIBOkizteXG65S9Mu1Tub39HqzNU6N+ncGtc9uN3gcsFJ55adJUl78/bqDJ2hzYc263jR8Ur1XdTxIsITwIcj772nsJQURfZ1t8KMOnuwQhISdOTd92oVnoT37KXD776r4JYtFTVkiMJ7dJcJrn6/f6Ht21cKTiTp+I9rlTVtmo7/+KOKs7PdX9JICuvYscY15n37rbJmPK/8jRtVfOTIyW136FBp2ehzy38h06xLF1kFBSrOylJI69aVlpek4z+sllwuNb/ownLTm198cbnwpGDbNhUfPKjmvynfGi/yzDMV2q6dji1fXqPwpGD7dmU+O03HVqxQUVaW+4sxScZLnzFRw4YpKNz3l9X1ifAETVJIkFGx5b2jV5dnenCFcKNFZKjG9G2vMX3d1zp/tnafJr3ynZ7+fJOm33Cm13UdOHpCktQqpvwTQUhwkGIjy087fLxQCV5asbSOaaYjnn5XquueN3/QN1uy9NvzuqhHu+aKDAvW6p2H9cB7a5Vf6Cq3bEJMYDwZAT7l50r/HeMOAEY/JLXs6L7kZcVMadUrlZeP9vIGIaq1u58Ryf0C/fq17gDl3D+4+zAJCZc2fOQOH4pOlL9tRIVvnUM8gU2RZ5jyvEz37/enuH8qapHk/h1/mjT+HfflPHNuc9++fT/pvIel1KHS8UOSVSx9/Xf3jzcuV/lWMWU1byt1vdjdGufMm6R177rXeeYvTi6Tl+lu/fLXdt7XcTzbft9LwqqK9xFQDSFBIXJZLq/ziq3i0mXKahneUk8Me0IT5k7QbZ/fppkXzCwNIqojPiK+3P+hwaFqHtZcB44dkCQdKTiiFmEtFBYc5vV2R/KPqDaah5W/1LZk/fnF7ueNrONZ7u2El6+vYr0A3I6vWaOCLT8p/pe3qvjo0dLpMeedp0Ovvqr8bdvUrIbhROL9f1JIq1Y6/M47ynzmGQW3aKEWYy5X69/8RkEREVXe3lsgUbh3rzJ+8Qs1O+00Jd7/J4W2bSsFhyjz2WdV8NNPNarv+Nq1yrhtkqKHDFHbxx51by8o2HN5S36l5SteulQSRLjyC3xuoyjT/R4mJL78c09Iq1bl/i8Jbrztc3DrVuWCnaq48vKUcfMtMhERSrjrdwpNSpYJDdWh/72uI2+/U2l5X8GPEwhPPLYfzNMts5Y7XUaDMnPCAKdLqLX46DAdyitQQZFLYSHlP4js9wQerWMqJ59lnX96orq3ba7NB3J9LlMShmTllH/SKip26fCx8tNiI0KVmVP5iTAzJ1+xZVqjVOVEYbE+X79fvxnVWTcPPfkismFfjtflq+7utpHJ3urur6IpGTe76mUC2a5l0pEM6Rdzy3fSuuwF78vnZlaelpfp7hNEcrcS2bNKuuIFqU+ZY2FTLVuCRnj6URn1oLuFSEVlP5R1PMf9U5QvZSxx98fy6jXSb9a4L68xQdKAX0p9fHyD5is4KTHgVnf/LntWuS/ZST5bSuhWvtaQcOkXn3i/fUzjak2SkZOhKfO8BFpNRPqodKdLKCcuPE6HTxxWYXGhQoPLv65lHnOftxXDBElqG91WL17won4x9xf65We/1EsXvqSOLar3Ieng8YPl/i8sLtTRgqNKiHR3btgirIWOFBypVFPJ7WKbxUqSmnmCw8Li8l9mHM4/XK06KmoV4f5gcvDEQXXSyU5kK9aL6ivYkaGdkyY7XUbASZox3ekS6sSROe9Kkg7+60Ud/NeLlee/954SfvMbSZJp1kxWYeUvHosPH1ZwbGzp/0FRUUq463dKuOt3Kty9W0c//UwHnnpKJjRUCXffXen2lXi5FCZ34UK5cnLU/pmnFZp4cpRO6/jxqtdXQc5nn8sEB6vDtGdlQk8+PxUfPaLgGO+t3muqJJgoOnhQYZGRpdOLsrLKLVcSzBRXmC5JxZlZCu3Zs9rbPPb99yrcs0cpr76iyDNPfgF96JVi7zcIoA8rVbwLAxqnwafFq8hl6Yv1lS+H+eTHfUqIaaa0VtGSpOy8Ap0orHwyHyso0t4jJ5TgYxQeSWrbPFztWoTrwzV7K22jqMIQx2elxWn+hgPKLdORbG5+keZt2K+zOlb/m6iCYpeKXZZCgsuf3m99t6va6wACSqHnDUfZD1vHD0kbfHRauvkzqSDv5P+Hdki7lrsvoZGkwmOe9ZX5/qC4sOrLYnxp1VmKTXa3bGnfr/JPopc3FCHN3P2dDLlTKsyTDm93X2qUfLa0/0ep7Rne11WVtOFSq67ujl13LpH631x+fqfR7lYj+Ue9r59LceBHAxIHqMgq0oKdCyrN+3zH52od0VqpLVK93jYpJkkvnv+ijDG69bNbtfPozmpt89Ptn5b/f8enclku9Ulw90PWP7G/XJZLn+4ov9xHWz9SaFCoerd2X8bWNsp9bmw5vKV0mSJXkRbvWVytOirqEtdFESERler7ZJuPYBNowqyCAh39+GOF9+mt5P/8p9JPs+7ddeT992V5Wo+HtmunooMHVXToUOk6CjIy3KPf+BDavr3ib/6FmnXprBObN0uSTJj7fYd1ovKXmz5rPeH+EtaEnHyPkb9tm46tqvngMNaJ4zJBQeVCmrwlS1S0Z6/NrWomoncfKShIRz8p/wXS0Y/Lv8cK69hRwa1aVZp+bOUqFe7Zo8gB1f9S3dt9VHzkiHLmz69p+fWOlidokoZ2aqVhnVvp7jdX66cDuTojOVZ5+UX6YPVefb5uv/5xde/SIYiXbD2o+9/9UVef2UEDUuPUPDxEuw8f13++3a7Dxwp06zDf334FBRndObqz7n17je5+c7Uu69NOOw7m6Z8LflJMs/Kn3x0jO2ve+gO6/l9LNGn4aTJGmv7VVh0vKNavR1W/iXLz8FD1TY7Viwu3KiGmmeKiwvTGip2lLWqABsUYKeksqVlz6aO7pBF/dAcjXz/pHjnHW5P60Ajp5Suks3/tGW3nb1KzGPcwxJI7XGiRLM17RDLB7lBm8T8rr6cmNV78f9L/rnNfEnP6FVJkvJR7wN3PSosO0tlTpOUz3X2KdD7fPdTvsYPSwqfcrT0SPH2JXPCY9NLF0itXSH3HSzGJ7uX2rnYPbVxxJCBv+t8szb3XXUOPn5Wf13GY1PNq6Y0bpcFT3IGJCZIOZ7g7wB39F6lVJ+/rBU7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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# bar charts comparing volatility for four high and low frequency pairs\n", "high_freq = [annual_volatility[\"us_dollar\"], annual_volatility[\"japanese_yen\"], annual_volatility[\"uk_pound\"], annual_volatility[\"australian_dollar\"]]\n", "low_freq = [annual_volatility[\"israeli_shekel\"], annual_volatility[\"philippine_peso\"], annual_volatility[\"malaysian_ringgit\"], annual_volatility[\"romanian_leu\"]]\n", "years = annual_volatility.iloc[:,40]\n", "colors = iter([plt.cm.tab10(i) for i in range(8)])\n", "\n", "# high_freq bar charts\n", "fig, (ax1, ax2, ax3, ax4) = plt.subplots(nrows=1, ncols=4, figsize=(18,10), sharey=True)\n", "for ax, currency in zip((ax1, ax2, ax3, ax4), high_freq):\n", " ax.barh(years, currency, height=0.65, color=next(colors), alpha=0.7)\n", " ax.set_xlim(0,0.21)\n", " ax.set_xticks([0.05, 0.1, 0.15, 0.20])\n", " ax.set_xticklabels([\"0.05\", \"0.10\", \"0.15\", \"0.20\"], fontsize=10, weight=\"bold\")\n", " ax.set_yticks([2000, 2005, 2010, 2015, 2020])\n", " ax.set_yticklabels([2000, 2005, 2010, 2015, 2020], fontsize=14, weight=\"bold\")\n", " ax.tick_params(axis=\"x\", labelrotation=45)\n", "plt.subplots_adjust(wspace=0.01,hspace=0.01)\n", "ax.text(.22,.84,\"US dollar\", color=\"tab:blue\", fontsize=16, transform=fig.transFigure)\n", "ax.text(.40,.84,\"Japanese yen\", color=\"tab:orange\", fontsize=16, transform=fig.transFigure)\n", "ax.text(.59,.84,\"UK pound\", color=\"tab:green\", fontsize=16, transform=fig.transFigure)\n", "ax.text(.80,.84,\"Australian dollar\", color=\"tab:red\", fontsize=16, transform=fig.transFigure)\n", "ax.text(0.08, 0.0, \"© B McMinn\" + \" \"*174 + \"Source: European Central Bank\",\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=14,\n", " transform=fig.transFigure)\n", "fig.suptitle(\" \"*4 + \"Annual Volatility of Euro to Four Major Currencies\" + \" \"*4,\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=35, weight=\"bold\")\n", "plt.show()\n", "\n", "# low_freq bar charts\n", "fig, (ax1, ax2, ax3, ax4) = plt.subplots(nrows=1, ncols=4, figsize=(18,10), sharey=True)\n", "for ax, currency in zip((ax1, ax2, ax3, ax4), low_freq):\n", " ax.barh(years, currency, height=0.65, color=next(colors), alpha=0.7)\n", " ax.set_xlim(0,0.21)\n", " ax.set_xticks([0.05, 0.1, 0.15, 0.20])\n", " ax.set_xticklabels([\"0.05\", \"0.10\", \"0.15\", \"0.20\"], fontsize=10, weight=\"bold\")\n", " ax.set_yticks([2000, 2005, 2010, 2015, 2020])\n", " ax.set_yticklabels([2000, 2005, 2010, 2015, 2020], fontsize=14, weight=\"bold\")\n", " ax.tick_params(axis=\"x\", labelrotation=45)\n", "plt.subplots_adjust(wspace=0.01,hspace=0.01)\n", "ax.text(.22,.84,\"Israeli shekel\", color=\"tab:purple\", fontsize=16, transform=fig.transFigure)\n", "ax.text(.40,.84,\"Philippine peso\", color=\"tab:brown\", fontsize=16, transform=fig.transFigure)\n", "ax.text(.59,.84,\"Malaysian ringgit\", color=\"tab:pink\", fontsize=16, transform=fig.transFigure)\n", "ax.text(.80,.84,\"Romanian leu\", color=\"tab:grey\", fontsize=16, transform=fig.transFigure)\n", "ax.text(0.08, 0.0, \"© B McMinn\" + \" \"*174 + \"Source: European Central Bank\",\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=14,\n", " transform=fig.transFigure)\n", "fig.suptitle(\" \"*4 + \"Annual Volatility of Euro to Four Minor Currencies\" + \" \"*4,\n", " color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=35, weight=\"bold\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "id": "d93c2e35", "metadata": { "hide_input": true }, "outputs": [], "source": [ "# # uncommenting this cell and running in a geopandas environemnt\n", "# # will produce a series of downloaded map png files\n", "\n", "# # this is a very, very kuldge way for me to get the info from\n", "# # the annual volatility datasat to the map dataset\n", "# av_transposed = annual_volatility.transpose()\n", "# av_transposed = av_transposed.drop(\"year\")\n", "# iso_list = [\"AU\",\"BG\",\"BR\",\"CA\",\"CH\",\"CN\",\"CY\",\"CZ\",\"DK\",\"EE\",\"GB\",\"GR\",\n", "# \"CN\",\"HR\",\"HU\",\"ID\",\"IL\",\"IN\",\"IS\",\"JP\",\"KR\",\"LT\",\"LV\",\"MT\",\n", "# \"MX\",\"MY\",\"NO\",\"NZ\",\"PH\",\"PL\",\"RO\",\"RU\",\"SE\",\"SG\",\"SI\",\"SK\",\n", "# \"TH\",\"TR\",\"US\",\"ZA\"]\n", "# av_transposed.insert(loc=0, column='iso', value=iso_list)\n", "# av_transposed.reset_index(inplace=True)\n", "# av_transposed = av_transposed.rename(columns = {'index':'currency'})\n", "\n", "# # import geopandas and other libraries\n", "# # consider re-writing using geopandas map\n", "# # geo_map = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n", "# import geopandas as gpd\n", "# import seaborn as sns\n", "# import os\n", "# map_data = gpd.read_file(\"maps/World_Countries__Generalized_.shp\")\n", "# map_data[\"Volatility\"] = None\n", "# concat_map = map_data.merge(av_transposed, left_on=\"ISO\", right_on=\"iso\", how=\"left\")\n", "# map_data = concat_map\n", "\n", "# # make maps for the gif\n", "# for column in concat_map.iloc[:,11:34]:\n", "# map_name = \"map_\"+str(column)\n", "# map_data.plot(column=column, figsize=(18,12), cmap=\"plasma\", legend=True, missing_kwds={'color': 'lightgrey'},\n", "# legend_kwds={'label': \"Annual Volatility\", 'orientation':\"horizontal\"})\n", "# plt.title(\" \"*9 + str(column) + \" Euro to National Currency Exchange Rate\" + \" \"*9,\n", "# color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=30, weight=\"bold\")\n", "# # plt.text(0.0, 0.0, \"© B McMinn\" + \" \"*174 + \"Source: European Central Bank\",\n", "# # color = \"#f0f0f0\", backgroundcolor = \"#4d4d4d\", fontsize=14)\n", "# plt.savefig(map_name)" ] }, { "cell_type": "markdown", "id": "b7706257", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "a751c6bf", "metadata": {}, "source": [ "## **Volatility Conclusion**\n", "* The Annual Volatility bar charts appear to show a cyclical pattern in the exchange rate for the Euro to the other trading currencies. It is more apparent with some than others. This pattern repeats at similar but not matching intervals. This suggests that market forces have corresponding effects.\n", "* The bar chart also shows that annual volatility has decreased over the entire span of time for the Romanian leu and, to a lesser extent, the Israeli shekel. This somewhat linear pattern is difficult for capitalizing on. It also points to some specific type of political or economic story.\n", "* The Annual Volatility map confirms that volatility is often distributed evenly throughout all the trading currencies in the data set. It also shows that some outliers retain there uniqueness for multiple years. Russia, Turkey, and South Africa all stand out. The map also reveals the absence of data for large and important geographic areas and specific countries. This includes Central and South America, Africa, and the Middle East as well as Spain, France, and Germany.\n", "\n", "## **Further Research**\n", "Examining the historical alignments for the exchange rates of various currencies is a promising avenue. This could be used to illuminate the bi-directional influence of geo-political events and regional economies. Creating a robust interactive tool would allow the researcher increased focus and granularity by allowing them to select specific countries and time periods.\n", "\n", "The volatility information this study examined is only the tip of the iceberg for this type of analysis. Incorporating a slider to choose the time frame would greatly increase the ability to make informed trading decisions. This data set provides information that would range down to daily rates, but obviously this could be in much smaller increments. In addition to the bar chart and maps, a line graph with bollinger bars will show more detail. \n", "\n", "## **Citations**\n", "1. Eichengreen, Barry. “Globalizing Capital.” 2009, https://doi.org/10.1515/9781400828814.\n", "2. \"Bretton Woods System - Wikipedia\". en.wikipedia.org, 2022, https://en.wikipedia.org/wiki/Bretton_Woods_system.\n", "3. Ghizoni. \"Nixon Ends Convertibility Of U.S. Dollars To Gold And Announces Wage/Price Controls | Federal Reserve History\". Federalreservehistory.org, 2022, https://www.federalreservehistory.org/essays/gold-convertibility-ends.\n", "4. \"Foreign Exchange Turnover In April 2019\". bis.org, 2022, https://www.bis.org/statistics/rpfx19_fx.htm.\n", "5. \"The Most Traded Currency Pairs In Forex (2022 Edition)\". FXSSI - Forex Sentiment Board, 2022, https://fxssi.com/the-most-traded-currency-pairs.\n", "6. Chemkaeva. \"Daily Exchange Rates Per Euro 1999-2022\". kaggle.com, 2022, https://www.kaggle.com/lsind18/euro-exchange-daily-rates-19992020.\n", "7. \"Emergency Economic Stabilization Act Of 2008 - Wikipedia\". En.Wikipedia.Org, 2022, https://en.wikipedia.org/wiki/Emergency_Economic_Stabilization_Act_of_2008.\n", "8. David, Marc. \"US Government Financial Bailouts\". Investopedia, 2022, https://www.investopedia.com/articles/economics/08/government-financial-bailout.asp.\n", "9. \"European Debt Crisis - Wikipedia\". En.Wikipedia.Org, 2022, https://en.wikipedia.org/wiki/European_debt_crisis#cite_note-ecb-6.\n", "10. Traynor, Ian. \"ECB Introduces Unlimited Bond-Buying In Boldest Attempt Yet To End Euro Crisis\". The Guardian, 2012, https://www.theguardian.com/business/2012/sep/06/debt-crisis-mario-draghi." ] }, { "cell_type": "code", "execution_count": 8, "id": "6cacb66c", "metadata": { "hide_input": true, "scrolled": false }, "outputs": [], "source": [ "# # need this to correctly get year ticks in DQ server\n", "# years = mdates.YearLocator() # every year\n", "# years_fmt = mdates.DateFormatter('%Y')\n", "# for ax in ax1, ax2, ax3, ax4:\n", "# ax.xaxis.set_major_locator(years) # format the x ticks\n", "# ax.xaxis.set_major_formatter(years_fmt)\n", "# fmt_three_years = mdates.MonthLocator(interval = 36) # Major ticks every 3 years\n", "# ax.xaxis.set_major_locator(fmt_three_years)\n", "# ax.set(yticks=[],\n", "# xlabel=\"Year\")" ] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "geo_env", "language": "python", "name": "geo_env" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 5 }