Time_Series2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-2.9.0.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-2.9.0.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import dates\n",
    "import mplfinance as mpf\n",
    "%matplotlib inline\n",
    "import statsmodels.api as sm\n",
    "import seaborn as sns\n",
    "\n",
    "import chart_studio.plotly as py\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "\n",
    "import cufflinks as cf #connects plotly to pandas\n",
    "#Makes plotly work in Notebook\n",
    "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n",
    "init_notebook_mode(connected=True)\n",
    "cf.go_offline()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Setup the Data "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatetimeIndex(['2021-03-08', '2021-03-09', '2021-03-10', '2021-03-11',\n",
       "               '2021-03-12', '2021-03-15', '2021-03-16', '2021-03-17',\n",
       "               '2021-03-18', '2021-03-19',\n",
       "               ...\n",
       "               '2022-02-22', '2022-02-23', '2022-02-24', '2022-02-25',\n",
       "               '2022-02-28', '2022-03-01', '2022-03-02', '2022-03-03',\n",
       "               '2022-03-04', '2022-03-07'],\n",
       "              dtype='datetime64[ns]', name='Date', length=253, freq=None)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_1 = pd.read_csv('AMZN.csv', index_col = \"Date\", parse_dates=True)\n",
    "df_1.index"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Visualizations "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Matplotlib\n",
    "fig_1 =  plt.figure(figsize=(12, 6), dpi = 100)\n",
    "axes_1 = fig_1.add_axes([0.0, 0.0, 0.9, 0.9])\n",
    "axes_1.set_xlabel('Date')\n",
    "axes_1.set_ylabel('Closing')\n",
    "axes_1.set_title('Matplotlib Amazon Stock Price')\n",
    "axes_1.plot(df_1.index, df_1['Close'], label=\"Closing Price\")\n",
    "axes_1.legend(loc=0)\n",
    "axes_1.grid(True, color = '0.6', dashes = (5, 2, 1, 2))\n",
    "\n",
    "\n",
    "# Seaborn\n",
    "fig_3 = plt.figure(figsize=(12, 6), dpi = 100)\n",
    "axes_2 = sns.lineplot(data=df_1, x=df_1.index, y=\"Close\", label = 'Closing')\n",
    "axes_2.set(xlabel = \"Date\", ylabel='Closing Price')\n",
    "axes_2.set_title('Seaborn Amazon Stock Price')\n",
    "axes_2.legend(loc=0)\n",
    "sns.set_style(\"darkgrid\", {\"axes.facecolor\": \".99\"})\n",
    "sns.set_context(\"notebook\", font_scale=1.5, rc={\"lines.linewidth\":2.5})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plotly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "mode": "lines",
         "name": "Closing Price",
         "type": "scatter",
         "x": [
          "2021-03-08T00:00:00",
          "2021-03-09T00:00:00",
          "2021-03-10T00:00:00",
          "2021-03-11T00:00:00",
          "2021-03-12T00:00:00",
          "2021-03-15T00:00:00",
          "2021-03-16T00:00:00",
          "2021-03-17T00:00:00",
          "2021-03-18T00:00:00",
          "2021-03-19T00:00:00",
          "2021-03-22T00:00:00",
          "2021-03-23T00:00:00",
          "2021-03-24T00:00:00",
          "2021-03-25T00:00:00",
          "2021-03-26T00:00:00",
          "2021-03-29T00:00:00",
          "2021-03-30T00:00:00",
          "2021-03-31T00:00:00",
          "2021-04-01T00:00:00",
          "2021-04-05T00:00:00",
          "2021-04-06T00:00:00",
          "2021-04-07T00:00:00",
          "2021-04-08T00:00:00",
          "2021-04-09T00:00:00",
          "2021-04-12T00:00:00",
          "2021-04-13T00:00:00",
          "2021-04-14T00:00:00",
          "2021-04-15T00:00:00",
          "2021-04-16T00:00:00",
          "2021-04-19T00:00:00",
          "2021-04-20T00:00:00",
          "2021-04-21T00:00:00",
          "2021-04-22T00:00:00",
          "2021-04-23T00:00:00",
          "2021-04-26T00:00:00",
          "2021-04-27T00:00:00",
          "2021-04-28T00:00:00",
          "2021-04-29T00:00:00",
          "2021-04-30T00:00:00",
          "2021-05-03T00:00:00",
          "2021-05-04T00:00:00",
          "2021-05-05T00:00:00",
          "2021-05-06T00:00:00",
          "2021-05-07T00:00:00",
          "2021-05-10T00:00:00",
          "2021-05-11T00:00:00",
          "2021-05-12T00:00:00",
          "2021-05-13T00:00:00",
          "2021-05-14T00:00:00",
          "2021-05-17T00:00:00",
          "2021-05-18T00:00:00",
          "2021-05-19T00:00:00",
          "2021-05-20T00:00:00",
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Price\"}},\"showlegend\":true,\"title\":{\"text\":\"Plotly Amazon Stock Price\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('9b7d27b9-17e7-4636-baba-165856cf5462');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig_2 = go.Figure()\n",
    "fig_2.add_trace(go.Scatter(x=df_1.index, y=df_1['Close'], mode='lines', name='Closing Price'))\n",
    "fig_2.update_layout(\n",
    "    xaxis=dict(\n",
    "        showgrid=True, showline=True, showticklabels=True\n",
    "    ),\n",
    "    yaxis=dict(\n",
    "        showgrid=True, showline=True, showticklabels=True\n",
    "    ),\n",
    "    showlegend=True,\n",
    "    xaxis_title=\"Date\",\n",
    "    yaxis_title='Closing Price', \n",
    "    title='Plotly Amazon Stock Price'\n",
    "\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Matplotlib Finance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x575 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mpf.plot(df_1, type='ohlc', mav=(3, 5, 7), volume=True, show_nontrading=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plotting TIme Periods & Styling "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig_1 =  plt.figure(figsize=(12, 6), dpi = 100)\n",
    "axes_1 = fig_1.add_axes([0.0, 0.0, 0.9, 0.9])\n",
    "axes_1.set_xlabel('Date')\n",
    "axes_1.set_ylabel('Closing')\n",
    "axes_1.set_title('Matplotlib Amazon Stock Price', fontsize=20)\n",
    "\n",
    "df_1['Close'].plot(figsize=(12, 6), \n",
    "                    xlim=['2021-09-01', '2021-10-16'], \n",
    "                    ylim=[2750, 3750], \n",
    "                    color='red', \n",
    "                    lw=3, ls='-.', \n",
    "                    marker = 'o', \n",
    "                    markersize=5, \n",
    "                    markerfacecolor='blue', \n",
    "                    markeredgecolor = 'red', \n",
    "                    markeredgewidth=3)\n",
    "\n",
    "axes_1.legend(loc=0)\n",
    "axes_1.grid(True, color='0.6', dashes =(5,2,1,2))\n",
    "\n",
    "axes_1.tick_params(axis=\"x\", labelsize=15)\n",
    "axes_1.tick_params(axis=\"y\", labelsize=18)\n",
    "\n",
    "plt.xlabel('', fontsize=18)\n",
    "plt.ylabel('Closing Price', fontsize = 16)              \n",
    "\n",
    "plt.legend(loc=0, prop={'size': 16})\n",
    "\n",
    "axes_1.xaxis.set_major_locator(dates.WeekdayLocator(byweekday=0))\n",
    "\n",
    "axes_1.xaxis.set_major_formatter(dates.DateFormatter('%d'))\n",
    "axes_1.xaxis.set_minor_locator(dates.MonthLocator())\n",
    "axes_1.xaxis.set_minor_formatter(dates.DateFormatter('\\n\\n%b'))\n",
    "\n",
    "axes_1.tick_params(axis='both', which='minor', labelsize=15)\n",
    "    \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "77ac1adf317d78f4032b658603c0b261cb865e7cb53d1ee6dc3852142ad74f17"
  },
  "kernelspec": {
   "display_name": "Python 3.9.6 ('DSML')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.6"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}