sj_15_rsi_multistocks.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "proof-bedroom",
   "metadata": {},
   "source": [
    "### RSI for Nifty200"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "id": "alternative-assumption",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import datetime\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import pandas_datareader.data as web\n",
    "idx = pd.IndexSlice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "id": "cutting-update",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import warnings\n",
    "import seaborn as sns\n",
    "import investpy\n",
    "import pyfolio as pf\n",
    "import backtrader as bt\n",
    "import collections\n",
    "import pymysql"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 195,
   "id": "listed-brief",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.9.76.123'"
      ]
     },
     "execution_count": 195,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "sns.set_style('whitegrid')\n",
    "np.random.seed(42)\n",
    "bt.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 196,
   "id": "choice-florence",
   "metadata": {},
   "outputs": [],
   "source": [
    "BENCHMARK_TICKER = 'NIFTY 100'\n",
    "START_DATE = datetime.datetime(2010, 1, 1)\n",
    "END_DATE = datetime.datetime(2020, 12, 31)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "wicked-monster",
   "metadata": {},
   "source": [
    "#### Prepare Data\n",
    "We will take top Nifty 100 Indian companies for this analysis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "id": "frank-force",
   "metadata": {},
   "outputs": [],
   "source": [
    "DATA_STORE = '../../Data-Daily/india_asset.h5'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "id": "impossible-syria",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.io.pytables.HDFStore'>\n",
      "File path: ../../Data-Daily/india_asset.h5\n",
      "/bse/bse50/metadata                             frame        (shape->[49,6])     \n",
      "/bse/bse500/metadata                            frame        (shape->[472,7])    \n",
      "/ind/bse500/prices                              frame        (shape->[1707187,7])\n",
      "/ind/equity/prices                              frame        (shape->[1755502,7])\n",
      "/ind/investing_meta/metadata                    frame        (shape->[1,5])      \n",
      "/ind/nifty500_investing/prices                  frame        (shape->[1471831,5])\n",
      "/ind/nifty50_investing/prices                   frame        (shape->[213669,5]) \n",
      "/mf_eft/metadata                                frame        (shape->[23,5])     \n",
      "/nse/nifty100/metadata                          frame        (shape->[1,10])     \n",
      "/nse/nifty100_mid/metadata                      frame        (shape->[1,4])      \n",
      "/nse/nifty100_small/metadata                    frame        (shape->[1,4])      \n",
      "/nse/nifty200/metadata                          frame        (shape->[1,10])     \n",
      "/nse/nifty50/metadata                           frame        (shape->[1,10])     \n",
      "/nse/nifty500/metadata                          frame        (shape->[1,10])     \n",
      "/nse100/eq_wts/biweekly/positions               frame        (shape->[2728,2])   \n",
      "/nse100/eq_wts/biweekly/returns                 series       (shape->[2728])     \n",
      "/nse100/eq_wts/biweekly/transactions            frame        (shape->[2150,5])   \n"
     ]
    }
   ],
   "source": [
    "with pd.HDFStore(DATA_STORE) as store:\n",
    "    print(store.info())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "id": "numeric-hepatitis",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>key_0</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Company Name</th>\n",
       "      <th>Industry</th>\n",
       "      <th>Series</th>\n",
       "      <th>country</th>\n",
       "      <th>name</th>\n",
       "      <th>full_name</th>\n",
       "      <th>currency</th>\n",
       "      <th>symbol</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>isin</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>INE012A01025</th>\n",
       "      <td>INE012A01025</td>\n",
       "      <td>ACC</td>\n",
       "      <td>ACC Ltd.</td>\n",
       "      <td>CEMENT &amp; CEMENT PRODUCTS</td>\n",
       "      <td>EQ</td>\n",
       "      <td>india</td>\n",
       "      <td>ACC</td>\n",
       "      <td>ACC Ltd</td>\n",
       "      <td>INR</td>\n",
       "      <td>ACC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>INE949L01017</th>\n",
       "      <td>INE949L01017</td>\n",
       "      <td>AUBANK</td>\n",
       "      <td>AU Small Finance Bank Ltd.</td>\n",
       "      <td>FINANCIAL SERVICES</td>\n",
       "      <td>EQ</td>\n",
       "      <td>india</td>\n",
       "      <td>AU Small Finance Bank</td>\n",
       "      <td>AU Small Finance Bank Ltd</td>\n",
       "      <td>INR</td>\n",
       "      <td>AUFI</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     key_0  Symbol                Company Name  \\\n",
       "isin                                                             \n",
       "INE012A01025  INE012A01025     ACC                    ACC Ltd.   \n",
       "INE949L01017  INE949L01017  AUBANK  AU Small Finance Bank Ltd.   \n",
       "\n",
       "                              Industry Series country                   name  \\\n",
       "isin                                                                           \n",
       "INE012A01025  CEMENT & CEMENT PRODUCTS     EQ   india                    ACC   \n",
       "INE949L01017        FINANCIAL SERVICES     EQ   india  AU Small Finance Bank   \n",
       "\n",
       "                              full_name currency symbol  \n",
       "isin                                                     \n",
       "INE012A01025                    ACC Ltd      INR    ACC  \n",
       "INE949L01017  AU Small Finance Bank Ltd      INR   AUFI  "
      ]
     },
     "execution_count": 199,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with pd.HDFStore(DATA_STORE) as store:\n",
    "    nifty200_m = (store['/nse/nifty200/metadata'])\n",
    "nifty200_m.head(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "id": "vanilla-correspondence",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['ACC', 'AUFI', 'ARTI', 'ABOT', 'ADEL', 'ADAG', 'ADNA', 'APSE', 'ADAI', 'ADTB', 'ADIA', 'AJPH', 'ALEM', 'ALKE', 'AMAR', 'ABUJ', 'APLH', 'APLO', 'ASOK', 'ASPN', 'ARBN', 'AVEU', 'AXBK', 'BAJA', 'BJFN', 'BJFS', 'BJAT', 'BLKI', 'BANH', 'BOB', 'BOI', 'BATA', 'BRGR', 'BAJE', 'BFRG', 'BHEL', 'BPCL', 'BRTI', 'BHRI', 'BION', 'BBRM', 'BOSH', 'BRIT', 'CESC', 'CADI', 'CNBK', 'CAST', 'CHLA', 'CIPL', 'CTBK', 'COAL', 'NITT', 'COLG', 'CCRI', 'CORF', 'CROP', 'CUMM', 'DLF', 'DABU', 'DALB', 'INDB', 'DIVI', 'DLPA', 'REDY', 'EDEL', 'EMAM', 'ENDU', 'ESCO', 'EXID', 'FED', 'FOHE', 'FRTL', 'GAIL', 'GMRI', 'GENA', 'GLEN', 'GODE', 'GOCP', 'GODI', 'GODR', 'GRAS', 'GGAS', 'GSPT', 'HCLT', 'HDFA', 'HDBK', 'HDFL', 'HVEL', 'HROM', 'HALC', 'HPCL', 'HLL', 'HZNC', 'HUDC', 'HDFC', 'ICBK', 'ICIL', 'ICIR', 'ICCI', 'IDFB', 'ITC', 'INBF', 'IHTL', 'IOC', 'INIR', 'IGAS', 'INBK', 'INED', 'INFY', 'INGL', 'IPCA', 'JSWE', 'JSTL', 'JNSP', 'JUBI', 'KTKM', 'LTFH', 'LTEH', 'LICH', 'LRTI', 'LART', 'LUPN', 'MRF', 'MGAS', 'MMFS', 'MAHM', 'MNFL', 'MRCO', 'MRTI', 'MAXI', 'MINT', 'MOSS', 'MBFL', 'MUTT', 'NATP', 'NMDC', 'NTPC', 'NALU', 'NAFL', 'NEST', 'RELL', 'OEBO', 'ONGC', 'OILI', 'ORCL', 'PIIL', 'PAGE', 'PLNG', 'PFIZ', 'PIDI', 'PIRA', 'POLC', 'PWFC', 'PGRD', 'PREG', 'PROC', 'PNBK', 'RATB', 'RECM', 'REXP', 'RELI', 'SBIL', 'SRFL', 'SANO', 'SHCM', 'SRTR', 'SIEM', 'SBI', 'SAIL', 'SUN', 'SUTV', 'SYNN', 'TVSM', 'TTCH', 'TCS', 'TAGL', 'TAMO', 'TTPW', 'TISC', 'TEML', 'TRCE', 'TITN', 'TORP', 'TOPO', 'TREN', 'UPLL', 'ULTC', 'UNBK', 'UBBW', 'UNSP', 'VGUA', 'VARB', 'VODA', 'VOLT', 'WHIR', 'WIPR', 'ZEE']\n",
      "197\n"
     ]
    }
   ],
   "source": [
    "tickers = nifty200_m.dropna().symbol.to_list()\n",
    "# tickers = tickers[:10]\n",
    "print(tickers)\n",
    "print(len(tickers))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "id": "applied-reality",
   "metadata": {},
   "outputs": [],
   "source": [
    "# tickers = ['ACC', 'AUFI', 'ARTI', 'ABOT', 'ADEL', 'ADAG', 'ADNA', 'APSE', 'ADAI', 'ADTB', 'ADIA', 'AJPH', 'ALEM', 'ALKE', \n",
    "#            'AMAR', 'ABUJ', 'APLH', 'APLO', 'ASOK', 'ASPN', 'ARBN', 'AVEU', 'AXBK', 'BAJA', 'BJFN', 'BJFS', 'BJAT', 'BLKI', \n",
    "#            'BANH', 'BOB', 'BOI', 'BATA', 'BRGR', 'BAJE', 'BFRG', 'BHEL', 'BPCL', 'BRTI', 'BHRI', 'BION', 'BBRM', 'BOSH', \n",
    "#            'BRIT', 'CESC', 'CADI', 'CNBK', 'CAST', 'CHLA', 'CIPL', 'CTBK', 'COAL', 'NITT', 'COLG', 'CCRI', 'CORF', 'CROP', \n",
    "#            'CUMM', 'DLF', 'DABU', 'DALB', 'INDB', 'DIVI', 'DLPA', 'REDY', 'EDEL', 'EMAM', 'ENDU', 'ESCO', 'EXID', 'FED', \n",
    "#            'FOHE', \n",
    "#            'FRTL', 'GAIL', 'GMRI', 'GENA', 'GLEN', 'GODE', 'GOCP', 'GODI', 'GODR', 'GRAS', 'GGAS', 'GSPT', 'HCLT', 'HDFA', \n",
    "#            'HDBK', 'HDFL', 'HVEL', 'HROM', 'HALC', 'HPCL', 'HLL', 'HZNC', 'HUDC', 'HDFC', 'ICBK', 'ICIL', 'ICIR', 'ICCI', \n",
    "#            'IDFB', 'ITC', 'INBF', 'IHTL', 'IOC', 'INIR', 'IGAS', 'INBK', 'INED', 'INFY', 'INGL', 'IPCA', 'JSWE', 'JSTL', \n",
    "#            'JNSP', 'JUBI', 'KTKM', 'LTFH', 'LTEH', 'LICH', 'LRTI', 'LART', 'LUPN', 'MRF', 'MGAS', 'MMFS', 'MAHM', 'MNFL', \n",
    "#            'MRCO', 'MRTI', 'MAXI', 'MINT', 'MOSS', 'MBFL', 'MUTT', 'NATP', 'NMDC', 'NTPC', 'NALU', 'NAFL', 'NEST', 'RELL', \n",
    "#            'OEBO', 'ONGC', 'OILI', 'ORCL', 'PIIL', 'PAGE', 'PLNG', 'PFIZ', 'PIDI', 'PIRA', 'POLC', 'PWFC', 'PGRD', 'PREG', \n",
    "#            'PROC', 'PNBK', 'RATB', 'RECM', 'REXP', 'RELI', 'SBIL', 'SRFL', 'SANO', 'SHCM', 'SRTR', 'SIEM', 'SBI', 'SAIL', \n",
    "#            'SUN', 'SUTV', 'SYNN', 'TVSM', 'TTCH', 'TCS', 'TAGL', 'TAMO', 'TTPW', 'TISC', 'TEML', 'TRCE', 'TITN', 'TORP', \n",
    "#            'TOPO', 'TREN', 'UPLL', 'ULTC', 'UNBK', 'UBBW', 'UNSP', 'VGUA', 'VARB', 'VODA', 'VOLT', 'WHIR', 'WIPR', 'ZEE']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 202,
   "id": "brutal-spider",
   "metadata": {},
   "outputs": [],
   "source": [
    "# def get_db_conn(p_uid='', p_pwd='', p_host='', p_database='tradesoft', p_port=3306):\n",
    "#     pconn = pymysql.connect( user=p_uid, password=p_pwd, host=p_host, database=p_database, port=p_port )\n",
    "#     pconn.autocommit = False\n",
    "#     return pconn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "id": "qualified-soviet",
   "metadata": {},
   "outputs": [],
   "source": [
    "# def historical_price(scripts, db_conn):\n",
    "#     columns = ['close','high','low','open','volume']\n",
    "#     fmt='%Y%m%d %H:%M:%S'\n",
    "#     def data(ticker):\n",
    "#         print(f'Processing...{ticker}')\n",
    "#         v_sql_stmt = f\"SELECT * FROM t_quotes_eod WHERE ticker = '{ticker}'\" \n",
    "#         df_quotes = pd.read_sql(v_sql_stmt, db_conn, parse_dates={'trade_date':fmt})\n",
    "#         df_quotes = df_quotes.set_index('trade_date')\n",
    "#         df_quotes.index.name = 'date'\n",
    "#         df_quotes = df_quotes[columns]\n",
    "#         df_quotes = df_quotes.sort_values(by='date', ascending=True)\n",
    "#         df_quotes = df_quotes[~df_quotes.index.duplicated()]\n",
    "#         return df_quotes\n",
    "#     datas = map(data, scripts)\n",
    "#     return(pd.concat(datas, keys=tickers, names=['ticker', 'date']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 204,
   "id": "boolean-wedding",
   "metadata": {},
   "outputs": [],
   "source": [
    "# db_conn = get_db_conn(p_uid='freedbtech_tradesoft', p_pwd='tradesoft', p_host='freedb.tech', \n",
    "#                       p_database='freedbtech_tradesoft', p_port=3306)\n",
    "\n",
    "# prices = historical_price(tickers, db_conn)\n",
    "# db_conn.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "id": "sitting-flour",
   "metadata": {},
   "outputs": [],
   "source": [
    "# prices.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "id": "sexual-excuse",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>close</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>open</th>\n",
       "      <th>volume</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ticker</th>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">ACC</th>\n",
       "      <th>2000-01-03</th>\n",
       "      <td>268.55</td>\n",
       "      <td>271.45</td>\n",
       "      <td>255.1</td>\n",
       "      <td>258.9</td>\n",
       "      <td>5447617</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-04</th>\n",
       "      <td>256.60</td>\n",
       "      <td>269.50</td>\n",
       "      <td>255.1</td>\n",
       "      <td>268.0</td>\n",
       "      <td>2978528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-05</th>\n",
       "      <td>250.30</td>\n",
       "      <td>268.00</td>\n",
       "      <td>244.5</td>\n",
       "      <td>249.9</td>\n",
       "      <td>2802364</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    close    high    low   open   volume\n",
       "ticker date                                             \n",
       "ACC    2000-01-03  268.55  271.45  255.1  258.9  5447617\n",
       "       2000-01-04  256.60  269.50  255.1  268.0  2978528\n",
       "       2000-01-05  250.30  268.00  244.5  249.9  2802364"
      ]
     },
     "execution_count": 206,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "columns = ['close','high','low','open','volume']\n",
    "with pd.HDFStore(DATA_STORE) as store:\n",
    "    prices = store['/ind/nifty500_investing/prices'].loc[idx[tickers, :], columns]\n",
    "prices.head(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "id": "roman-memorial",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "MultiIndex: 620630 entries, ('ABOT', Timestamp('2000-01-03 00:00:00')) to ('ZEE', Timestamp('2021-01-21 00:00:00'))\n",
      "Data columns (total 5 columns):\n",
      " #   Column  Non-Null Count   Dtype  \n",
      "---  ------  --------------   -----  \n",
      " 0   close   620630 non-null  float64\n",
      " 1   high    620630 non-null  float64\n",
      " 2   low     620630 non-null  float64\n",
      " 3   open    620630 non-null  float64\n",
      " 4   volume  620630 non-null  int64  \n",
      "dtypes: float64(4), int64(1)\n",
      "memory usage: 26.2+ MB\n"
     ]
    }
   ],
   "source": [
    "# remove tickers where we have less than 10 years of data.\n",
    "min_obs = 2520\n",
    "nobs = prices.groupby(level='ticker').size()\n",
    "keep = nobs[nobs>min_obs].index\n",
    "prices = prices.loc[idx[keep,:], :]\n",
    "prices.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "id": "dependent-society",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['ABOT', 'ABUJ', 'ACC', 'ADEL', 'AMAR', 'APLH', 'APLO', 'APSE', 'ARBN',\n",
      "       'ARTI',\n",
      "       ...\n",
      "       'ULTC', 'UNBK', 'UNSP', 'UPLL', 'VGUA', 'VODA', 'VOLT', 'WHIR', 'WIPR',\n",
      "       'ZEE'],\n",
      "      dtype='object', name='ticker', length=154)\n"
     ]
    }
   ],
   "source": [
    "print(prices.index.unique(level='ticker'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 211,
   "id": "fallen-consent",
   "metadata": {},
   "outputs": [],
   "source": [
    "class StrategyEqWt(bt.Strategy):\n",
    "    params = dict(\n",
    "        num_positions=30,\n",
    "        rebalance_days = [1,4],\n",
    "        reserve = 0.05,\n",
    "        printlog = True,\n",
    "    )\n",
    "    \n",
    "    def log(self, txt, dt=None, doprint=False):\n",
    "        ''' Logging function '''\n",
    "        if self.params.printlog or doprint:\n",
    "            dt = dt or self.data.datetime[0]\n",
    "            if isinstance(dt, float):\n",
    "                dt = bt.num2date(dt)\n",
    "            print(\"%s, %s\" % (dt.isoformat(), txt))\n",
    "\n",
    "    def __init__(self):\n",
    "        self.inds = {}\n",
    "        for d in self.datas:\n",
    "            self.inds[d] = {}\n",
    "            self.inds[d]['rsi'] = bt.ind.RSI(d, plot=False)\n",
    "            \n",
    "        # To keep track of pending orders and buy price/commission\n",
    "        self.order = None\n",
    "        self.buyprice = None\n",
    "        self.buycomm = None\n",
    "            \n",
    "    def next(self):\n",
    "        dt = self.data.datetime.datetime()\n",
    "        if dt.weekday() in self.p.rebalance_days:\n",
    "            self.rebalance()\n",
    "\n",
    "    def rebalance(self):\n",
    "        ranked_sectors = []\n",
    "        for d in self.datas:\n",
    "            row = [d, d.p.name, self.inds[d]['rsi'][0]]\n",
    "            ranked_sectors.append(row)\n",
    "            \n",
    "        sectors = sorted(ranked_sectors, key=lambda x: x[2], reverse=False)\n",
    "#         for s in sectors:\n",
    "#             self.log('Sectors List: %s | RSI: %s' % (s[1], s[2]))\n",
    "\n",
    "        buys = [s[0] for s in sectors[:self.p.num_positions]]\n",
    "        weight = 1 / len(buys)\n",
    "\n",
    "        # prepare quick lookup list of stocks currently holding a position\n",
    "        posdata = [d for d, pos in self.getpositions().items() if pos]\n",
    "\n",
    "        # remove those no longer top ranked\n",
    "        for d in (d for d in posdata if d not in buys):\n",
    "            if self.inds[d]['rsi'][0] >= 70:\n",
    "                if self.inds[d]['rsi'][-1] > self.inds[d]['rsi'][0] > self.inds[d]['rsi'][1]:\n",
    "                    self.close(d)\n",
    "    \n",
    "        # rebalance those already top ranked and still there\n",
    "        for d in (d for d in posdata if d in buys):\n",
    "            cash = self.broker.get_cash()\n",
    "            if cash <= 0:\n",
    "                break\n",
    "            self.order_target_percent(d, target=weight)\n",
    "    \n",
    "        # issue a target order for the newly top securities\n",
    "        for d in buys:\n",
    "            cash = self.broker.get_cash()\n",
    "            if cash <= 0:\n",
    "                break\n",
    "            if self.inds[d]['rsi'][0] <= 30:\n",
    "                if self.inds[d]['rsi'][-1] < self.inds[d]['rsi'][0] < self.inds[d]['rsi'][1]:\n",
    "                    self.order_target_percent(d, target=weight)\n",
    "            \n",
    "    def notify_order(self, order):\n",
    "        if order.status in [order.Submitted, order.Accepted]:\n",
    "            # Buy/Sell order submitted/accepted to/by broker - Nothing to do\n",
    "            return\n",
    "\n",
    "        # Check if an order has been completed\n",
    "        # Attention: broker could reject order if not enough cash\n",
    "        if order.status in [order.Completed]:\n",
    "            if order.isbuy():\n",
    "                self.log(\n",
    "                    'BUY EXECUTED, Price: %.2f, Cost: %.2f, Comm %.2f' %\n",
    "                    (order.executed.price, order.executed.value, order.executed.comm))\n",
    "\n",
    "                self.buyprice = order.executed.price\n",
    "                self.buycomm = order.executed.comm\n",
    "            else:  # Sell\n",
    "                self.log('SELL EXECUTED, Price: %.2f, Cost: %.2f, Comm %.2f' %\n",
    "                         (order.executed.price, order.executed.value,order.executed.comm))\n",
    "\n",
    "        elif order.status in [order.Canceled, order.Margin, order.Rejected]:\n",
    "            self.log('Order Canceled/Margin/Rejected')\n",
    "\n",
    "        self.order = None\n",
    "\n",
    "    def stop(self):\n",
    "        self.log('| %2d |  %.2f |' %\n",
    "                 (self.p.num_positions, self.broker.getvalue()), doprint=True) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "id": "golden-dubai",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Model Settings\n",
    "startcash = 500000\n",
    "num_positions = 20\n",
    "reserve = 0.05\n",
    "printlog=True,\n",
    "rebalance_days = [1,4]\n",
    "\n",
    "# Commission and Slippage Settings\n",
    "commission = 0.0025"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 221,
   "id": "confident-dealer",
   "metadata": {},
   "outputs": [],
   "source": [
    "cerebro = bt.Cerebro(stdstats=False)\n",
    "cerebro.broker.setcash(startcash)\n",
    "cerebro.broker.setcommission(commission=commission)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 222,
   "id": "excellent-arrival",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Adding ticker: ABOT\n",
      "Adding ticker: ABUJ\n",
      "Adding ticker: ACC\n",
      "Adding ticker: ADEL\n",
      "Adding ticker: AMAR\n",
      "Adding ticker: APLH\n",
      "Adding ticker: APLO\n",
      "Adding ticker: APSE\n",
      "Adding ticker: ARBN\n",
      "Adding ticker: ARTI\n",
      "Adding ticker: ASOK\n",
      "Adding ticker: ASPN\n",
      "Adding ticker: AXBK\n",
      "Adding ticker: BAJA\n",
      "Adding ticker: BAJE\n",
      "Adding ticker: BATA\n",
      "Adding ticker: BBRM\n",
      "Adding ticker: BFRG\n",
      "Adding ticker: BHEL\n",
      "Adding ticker: BION\n",
      "Adding ticker: BJAT\n",
      "Adding ticker: BJFN\n",
      "Adding ticker: BJFS\n",
      "Adding ticker: BLKI\n",
      "Adding ticker: BOB\n",
      "Adding ticker: BOI\n",
      "Adding ticker: BOSH\n",
      "Adding ticker: BPCL\n",
      "Adding ticker: BRGR\n",
      "Adding ticker: BRIT\n",
      "Adding ticker: BRTI\n",
      "Adding ticker: CADI\n",
      "Adding ticker: CAST\n",
      "Adding ticker: CCRI\n",
      "Adding ticker: CESC\n",
      "Adding ticker: CHLA\n",
      "Adding ticker: CNBK\n",
      "Adding ticker: COAL\n",
      "Adding ticker: COLG\n",
      "Adding ticker: CORF\n",
      "Adding ticker: CTBK\n",
      "Adding ticker: CUMM\n",
      "Adding ticker: DABU\n",
      "Adding ticker: DIVI\n",
      "Adding ticker: DLF\n",
      "Adding ticker: EDEL\n",
      "Adding ticker: EMAM\n",
      "Adding ticker: ESCO\n",
      "Adding ticker: EXID\n",
      "Adding ticker: FED\n",
      "Adding ticker: FOHE\n",
      "Adding ticker: GAIL\n",
      "Adding ticker: GGAS\n",
      "Adding ticker: GLEN\n",
      "Adding ticker: GMRI\n",
      "Adding ticker: GOCP\n",
      "Adding ticker: GODI\n",
      "Adding ticker: GODR\n",
      "Adding ticker: GRAS\n",
      "Adding ticker: GSPT\n",
      "Adding ticker: HALC\n",
      "Adding ticker: HCLT\n",
      "Adding ticker: HDBK\n",
      "Adding ticker: HDFC\n",
      "Adding ticker: HLL\n",
      "Adding ticker: HPCL\n",
      "Adding ticker: HROM\n",
      "Adding ticker: HVEL\n",
      "Adding ticker: HZNC\n",
      "Adding ticker: ICBK\n",
      "Adding ticker: IGAS\n",
      "Adding ticker: IHTL\n",
      "Adding ticker: INBK\n",
      "Adding ticker: INDB\n",
      "Adding ticker: INED\n",
      "Adding ticker: INFY\n",
      "Adding ticker: IOC\n",
      "Adding ticker: IPCA\n",
      "Adding ticker: ITC\n",
      "Adding ticker: JNSP\n",
      "Adding ticker: JSTL\n",
      "Adding ticker: JSWE\n",
      "Adding ticker: JUBI\n",
      "Adding ticker: KTKM\n",
      "Adding ticker: LART\n",
      "Adding ticker: LICH\n",
      "Adding ticker: LUPN\n",
      "Adding ticker: MAHM\n",
      "Adding ticker: MAXI\n",
      "Adding ticker: MBFL\n",
      "Adding ticker: MINT\n",
      "Adding ticker: MMFS\n",
      "Adding ticker: MNFL\n",
      "Adding ticker: MOSS\n",
      "Adding ticker: MRCO\n",
      "Adding ticker: MRF\n",
      "Adding ticker: MRTI\n",
      "Adding ticker: NAFL\n",
      "Adding ticker: NALU\n",
      "Adding ticker: NATP\n",
      "Adding ticker: NEST\n",
      "Adding ticker: NITT\n",
      "Adding ticker: NMDC\n",
      "Adding ticker: NTPC\n",
      "Adding ticker: OEBO\n",
      "Adding ticker: OILI\n",
      "Adding ticker: ONGC\n",
      "Adding ticker: ORCL\n",
      "Adding ticker: PAGE\n",
      "Adding ticker: PFIZ\n",
      "Adding ticker: PGRD\n",
      "Adding ticker: PIDI\n",
      "Adding ticker: PIIL\n",
      "Adding ticker: PIRA\n",
      "Adding ticker: PLNG\n",
      "Adding ticker: PNBK\n",
      "Adding ticker: PREG\n",
      "Adding ticker: PROC\n",
      "Adding ticker: PWFC\n",
      "Adding ticker: RECM\n",
      "Adding ticker: REDY\n",
      "Adding ticker: RELI\n",
      "Adding ticker: REXP\n",
      "Adding ticker: SAIL\n",
      "Adding ticker: SANO\n",
      "Adding ticker: SBI\n",
      "Adding ticker: SHCM\n",
      "Adding ticker: SIEM\n",
      "Adding ticker: SRTR\n",
      "Adding ticker: SUN\n",
      "Adding ticker: SUTV\n",
      "Adding ticker: TAGL\n",
      "Adding ticker: TAMO\n",
      "Adding ticker: TCS\n",
      "Adding ticker: TEML\n",
      "Adding ticker: TISC\n",
      "Adding ticker: TITN\n",
      "Adding ticker: TOPO\n",
      "Adding ticker: TRCE\n",
      "Adding ticker: TREN\n",
      "Adding ticker: TTCH\n",
      "Adding ticker: TTPW\n",
      "Adding ticker: TVSM\n",
      "Adding ticker: UBBW\n",
      "Adding ticker: ULTC\n",
      "Adding ticker: UNBK\n",
      "Adding ticker: UNSP\n",
      "Adding ticker: UPLL\n",
      "Adding ticker: VGUA\n",
      "Adding ticker: VODA\n",
      "Adding ticker: VOLT\n",
      "Adding ticker: WHIR\n",
      "Adding ticker: WIPR\n",
      "Adding ticker: ZEE\n"
     ]
    }
   ],
   "source": [
    "# Add securities as datas1:\n",
    "for ticker, data in prices.groupby(level=0):\n",
    "    if ticker in tickers:\n",
    "        print(f\"Adding ticker: {ticker}\")\n",
    "        data = bt.feeds.PandasData(dataname=data.droplevel(level=0),\n",
    "                                   name=str(ticker),\n",
    "                                   fromdate=START_DATE,\n",
    "                                   todate=END_DATE,\n",
    "                                   plot=False)\n",
    "        cerebro.adddata(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 223,
   "id": "spatial-visibility",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 223,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cerebro.addanalyzer(bt.analyzers.Returns)\n",
    "cerebro.addanalyzer(bt.analyzers.DrawDown)\n",
    "cerebro.addanalyzer(bt.analyzers.PyFolio, _name='pyfolio')\n",
    "\n",
    "cerebro.addstrategy(StrategyEqWt,\n",
    "                    num_positions = num_positions,\n",
    "                    rebalance_days = rebalance_days,\n",
    "                    reserve = reserve,\n",
    "                    printlog = printlog,\n",
    "                   )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 224,
   "id": "little-production",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting Portfolio Value: 500000.00\n",
      "2010-11-29T00:00:00, BUY EXECUTED, Price: 137.65, Cost: 25327.60, Comm 63.32\n",
      "2010-11-29T00:00:00, BUY EXECUTED, Price: 311.28, Cost: 24902.40, Comm 62.26\n",
      "2010-11-29T00:00:00, BUY EXECUTED, Price: 86.65, Cost: 25128.50, Comm 62.82\n",
      "2010-12-01T00:00:00, SELL EXECUTED, Price: 87.25, Cost: 86.65, Comm 0.22\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 175.53, Cost: 24749.73, Comm 61.87\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 7900.00, Cost: 23700.00, Comm 59.25\n",
      "2010-12-01T00:00:00, SELL EXECUTED, Price: 87.25, Cost: 86.65, Comm 0.22\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 100.35, Cost: 24987.15, Comm 62.47\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 92.04, Cost: 25126.92, Comm 62.82\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 87.60, Cost: 26280.00, Comm 65.70\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 91.01, Cost: 25300.78, Comm 63.25\n",
      "2010-12-01T00:00:00, BUY EXECUTED, Price: 200.38, Cost: 24847.12, Comm 62.12\n",
      "2010-12-06T00:00:00, BUY EXECUTED, Price: 78.00, Cost: 78.00, Comm 0.20\n",
      "2010-12-06T00:00:00, BUY EXECUTED, Price: 101.75, Cost: 101.75, Comm 0.25\n",
      "2010-12-06T00:00:00, SELL EXECUTED, Price: 209.48, Cost: 400.76, Comm 1.05\n",
      "2010-12-06T00:00:00, BUY EXECUTED, Price: 86.62, Cost: 1126.06, Comm 2.82\n",
      "2010-12-08T00:00:00, BUY EXECUTED, Price: 80.61, Cost: 80.61, Comm 0.20\n",
      "2010-12-08T00:00:00, BUY EXECUTED, Price: 88.67, Cost: 975.37, Comm 2.44\n",
      "2010-12-08T00:00:00, BUY EXECUTED, Price: 99.00, Cost: 396.00, Comm 0.99\n",
      "2010-12-08T00:00:00, BUY EXECUTED, Price: 199.60, Cost: 598.80, Comm 1.50\n",
      "2010-12-08T00:00:00, SELL EXECUTED, Price: 88.99, Cost: 635.70, Comm 1.56\n",
      "2010-12-13T00:00:00, BUY EXECUTED, Price: 80.00, Cost: 1520.00, Comm 3.80\n",
      "2010-12-13T00:00:00, BUY EXECUTED, Price: 186.00, Cost: 1674.00, Comm 4.18\n",
      "2010-12-13T00:00:00, BUY EXECUTED, Price: 80.00, Cost: 1520.00, Comm 3.80\n",
      "2010-12-13T00:00:00, BUY EXECUTED, Price: 167.55, Cost: 25467.60, Comm 63.67\n",
      "2010-12-13T00:00:00, BUY EXECUTED, Price: 44.00, Cost: 24992.00, Comm 62.48\n",
      "2010-12-13T00:00:00, BUY EXECUTED, Price: 186.00, Cost: 1674.00, Comm 4.18\n",
      "2010-12-15T00:00:00, SELL EXECUTED, Price: 45.80, Cost: 1056.00, Comm 2.75\n",
      "2010-12-15T00:00:00, SELL EXECUTED, Price: 176.40, Cost: 1172.85, Comm 3.09\n",
      "2010-12-15T00:00:00, BUY EXECUTED, Price: 98.00, Cost: 392.00, Comm 0.98\n",
      "2010-12-15T00:00:00, SELL EXECUTED, Price: 190.96, Cost: 1985.54, Comm 4.77\n",
      "2010-12-15T00:00:00, BUY EXECUTED, Price: 88.82, Cost: 88.82, Comm 0.22\n",
      "2010-12-15T00:00:00, BUY EXECUTED, Price: 110.90, Cost: 25285.20, Comm 63.21\n",
      "2010-12-22T00:00:00, BUY EXECUTED, Price: 181.98, Cost: 1091.88, Comm 2.73\n",
      "2010-12-22T00:00:00, BUY EXECUTED, Price: 87.02, Cost: 261.06, Comm 0.65\n",
      "2010-12-22T00:00:00, BUY EXECUTED, Price: 106.40, Cost: 1064.00, Comm 2.66\n",
      "2010-12-27T00:00:00, SELL EXECUTED, Price: 189.54, Cost: 791.35, Comm 1.90\n",
      "2010-12-27T00:00:00, SELL EXECUTED, Price: 106.67, Cost: 221.42, Comm 0.53\n",
      "2010-12-27T00:00:00, BUY EXECUTED, Price: 64.98, Cost: 25602.12, Comm 64.01\n",
      "2010-12-29T00:00:00, SELL EXECUTED, Price: 64.28, Cost: 129.96, Comm 0.32\n",
      "2010-12-29T00:00:00, BUY EXECUTED, Price: 167.80, Cost: 1006.80, Comm 2.52\n",
      "2010-12-29T00:00:00, BUY EXECUTED, Price: 87.78, Cost: 351.12, Comm 0.88\n",
      "2010-12-29T00:00:00, BUY EXECUTED, Price: 87.50, Cost: 175.00, Comm 0.44\n",
      "2010-12-29T00:00:00, BUY EXECUTED, Price: 94.00, Cost: 658.00, Comm 1.65\n",
      "2010-12-29T00:00:00, SELL EXECUTED, Price: 188.61, Cost: 197.84, Comm 0.47\n",
      "2011-01-03T00:00:00, BUY EXECUTED, Price: 64.73, Cost: 453.11, Comm 1.13\n",
      "2011-01-03T00:00:00, SELL EXECUTED, Price: 174.45, Cost: 335.12, Comm 0.87\n",
      "2011-01-03T00:00:00, BUY EXECUTED, Price: 87.22, Cost: 436.10, Comm 1.09\n",
      "2011-01-03T00:00:00, BUY EXECUTED, Price: 86.00, Cost: 688.00, Comm 1.72\n",
      "2011-01-05T00:00:00, BUY EXECUTED, Price: 63.24, Cost: 316.20, Comm 0.79\n",
      "2011-01-05T00:00:00, BUY EXECUTED, Price: 87.69, Cost: 175.38, Comm 0.44\n",
      "2011-01-05T00:00:00, SELL EXECUTED, Price: 87.50, Cost: 259.91, Comm 0.66\n",
      "2011-01-10T00:00:00, SELL EXECUTED, Price: 63.21, Cost: 259.82, Comm 0.63\n",
      "2011-01-12T00:00:00, SELL EXECUTED, Price: 61.99, Cost: 519.63, Comm 1.24\n",
      "2011-01-12T00:00:00, BUY EXECUTED, Price: 170.00, Cost: 1700.00, Comm 4.25\n",
      "2011-01-12T00:00:00, BUY EXECUTED, Price: 198.33, Cost: 24394.59, Comm 60.99\n",
      "2011-01-12T00:00:00, BUY EXECUTED, Price: 98.92, Cost: 24235.40, Comm 60.59\n",
      "2011-01-12T00:00:00, BUY EXECUTED, Price: 131.60, Cost: 25004.00, Comm 62.51\n",
      "2011-01-17T00:00:00, SELL EXECUTED, Price: 61.49, Cost: 194.86, Comm 0.46\n",
      "2011-01-17T00:00:00, BUY EXECUTED, Price: 99.88, Cost: 299.64, Comm 0.75\n",
      "2011-01-17T00:00:00, BUY EXECUTED, Price: 82.47, Cost: 329.88, Comm 0.82\n",
      "2011-01-17T00:00:00, BUY EXECUTED, Price: 78.17, Cost: 1094.38, Comm 2.74\n",
      "2011-01-17T00:00:00, BUY EXECUTED, Price: 158.95, Cost: 1112.65, Comm 2.78\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 59.75, Cost: 717.00, Comm 1.79\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 95.89, Cost: 95.89, Comm 0.24\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 80.00, Cost: 80.00, Comm 0.20\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 86.90, Cost: 869.00, Comm 2.17\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 157.00, Cost: 471.00, Comm 1.18\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 542.00, Cost: 23848.00, Comm 59.62\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 138.40, Cost: 24220.00, Comm 60.55\n",
      "2011-01-19T00:00:00, BUY EXECUTED, Price: 157.00, Cost: 471.00, Comm 1.18\n",
      "2011-01-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-01-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-01-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-01-24T00:00:00, BUY EXECUTED, Price: 60.72, Cost: 667.92, Comm 1.67\n",
      "2011-01-24T00:00:00, BUY EXECUTED, Price: 87.90, Cost: 439.50, Comm 1.10\n",
      "2011-01-24T00:00:00, BUY EXECUTED, Price: 186.33, Cost: 1863.30, Comm 4.66\n",
      "2011-01-27T00:00:00, BUY EXECUTED, Price: 57.76, Cost: 1328.48, Comm 3.32\n",
      "2011-01-27T00:00:00, SELL EXECUTED, Price: 189.83, Cost: 197.43, Comm 0.47\n",
      "2011-01-31T00:00:00, BUY EXECUTED, Price: 92.67, Cost: 1853.40, Comm 4.63\n",
      "2011-02-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-07T00:00:00, SELL EXECUTED, Price: 210.00, Cost: 24749.73, Comm 74.02\n",
      "2011-02-07T00:00:00, BUY EXECUTED, Price: 118.30, Cost: 5796.70, Comm 14.49\n",
      "2011-02-07T00:00:00, BUY EXECUTED, Price: 77.00, Cost: 1925.00, Comm 4.81\n",
      "2011-02-07T00:00:00, BUY EXECUTED, Price: 1750.00, Cost: 24500.00, Comm 61.25\n",
      "2011-02-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-21T00:00:00, BUY EXECUTED, Price: 75.60, Cost: 378.00, Comm 0.94\n",
      "2011-02-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-02-28T00:00:00, SELL EXECUTED, Price: 70.51, Cost: 27980.56, Comm 76.68\n",
      "2011-02-28T00:00:00, BUY EXECUTED, Price: 88.12, Cost: 881.20, Comm 2.20\n",
      "2011-02-28T00:00:00, BUY EXECUTED, Price: 69.73, Cost: 1952.44, Comm 4.88\n",
      "2011-02-28T00:00:00, BUY EXECUTED, Price: 73.75, Cost: 73.75, Comm 0.18\n",
      "2011-02-28T00:00:00, BUY EXECUTED, Price: 5518.00, Cost: 5518.00, Comm 13.79\n",
      "2011-03-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-03-03T00:00:00, SELL EXECUTED, Price: 72.22, Cost: 89.72, Comm 0.18\n",
      "2011-03-03T00:00:00, BUY EXECUTED, Price: 75.00, Cost: 450.00, Comm 1.12\n",
      "2011-03-03T00:00:00, BUY EXECUTED, Price: 120.00, Cost: 2640.00, Comm 6.60\n",
      "2011-03-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-03-07T00:00:00, BUY EXECUTED, Price: 117.95, Cost: 707.70, Comm 1.77\n",
      "2011-03-09T00:00:00, BUY EXECUTED, Price: 36.55, Cost: 3983.95, Comm 9.96\n",
      "2011-03-09T00:00:00, BUY EXECUTED, Price: 72.43, Cost: 144.86, Comm 0.36\n",
      "2011-03-09T00:00:00, BUY EXECUTED, Price: 74.30, Cost: 371.50, Comm 0.93\n",
      "2011-03-09T00:00:00, BUY EXECUTED, Price: 116.00, Cost: 464.00, Comm 1.16\n",
      "2011-03-14T00:00:00, BUY EXECUTED, Price: 89.73, Cost: 628.11, Comm 1.57\n",
      "2011-03-14T00:00:00, BUY EXECUTED, Price: 73.25, Cost: 73.25, Comm 0.18\n",
      "2011-03-14T00:00:00, BUY EXECUTED, Price: 112.05, Cost: 224.10, Comm 0.56\n",
      "2011-03-16T00:00:00, BUY EXECUTED, Price: 72.80, Cost: 364.00, Comm 0.91\n",
      "2011-03-16T00:00:00, BUY EXECUTED, Price: 108.05, Cost: 1080.50, Comm 2.70\n",
      "2011-03-16T00:00:00, BUY EXECUTED, Price: 86.43, Cost: 1987.89, Comm 4.97\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2011-03-21T00:00:00, BUY EXECUTED, Price: 72.60, Cost: 217.80, Comm 0.54\n",
      "2011-03-21T00:00:00, BUY EXECUTED, Price: 107.20, Cost: 536.00, Comm 1.34\n",
      "2011-03-23T00:00:00, BUY EXECUTED, Price: 71.50, Cost: 572.00, Comm 1.43\n",
      "2011-03-23T00:00:00, SELL EXECUTED, Price: 110.50, Cost: 266.72, Comm 0.55\n",
      "2011-03-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-03-28T00:00:00, BUY EXECUTED, Price: 72.70, Cost: 218.10, Comm 0.55\n",
      "2011-03-30T00:00:00, BUY EXECUTED, Price: 72.00, Cost: 720.00, Comm 1.80\n",
      "2011-03-30T00:00:00, SELL EXECUTED, Price: 336.45, Cost: 1556.40, Comm 4.21\n",
      "2011-04-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-04-04T00:00:00, SELL EXECUTED, Price: 2050.20, Cost: 24500.00, Comm 71.76\n",
      "2011-04-04T00:00:00, BUY EXECUTED, Price: 97.45, Cost: 25921.70, Comm 64.80\n",
      "2011-04-06T00:00:00, BUY EXECUTED, Price: 97.31, Cost: 97.31, Comm 0.24\n",
      "2011-04-06T00:00:00, SELL EXECUTED, Price: 99.50, Cost: 389.80, Comm 0.99\n",
      "2011-04-06T00:00:00, SELL EXECUTED, Price: 124.45, Cost: 1600.30, Comm 3.73\n",
      "2011-04-06T00:00:00, SELL EXECUTED, Price: 353.25, Cost: 311.28, Comm 0.88\n",
      "2011-04-11T00:00:00, BUY EXECUTED, Price: 97.00, Cost: 194.00, Comm 0.48\n",
      "2011-04-20T00:00:00, SELL EXECUTED, Price: 134.15, Cost: 310.74, Comm 0.67\n",
      "2011-04-20T00:00:00, BUY EXECUTED, Price: 96.20, Cost: 481.00, Comm 1.20\n",
      "2011-04-27T00:00:00, SELL EXECUTED, Price: 7230.00, Cost: 29218.00, Comm 72.30\n",
      "2011-04-27T00:00:00, BUY EXECUTED, Price: 37.50, Cost: 1500.00, Comm 3.75\n",
      "2011-04-27T00:00:00, SELL EXECUTED, Price: 155.00, Cost: 2500.40, Comm 7.36\n",
      "2011-04-27T00:00:00, BUY EXECUTED, Price: 95.00, Cost: 665.00, Comm 1.66\n",
      "2011-05-02T00:00:00, BUY EXECUTED, Price: 146.21, Cost: 584.84, Comm 1.46\n",
      "2011-05-02T00:00:00, BUY EXECUTED, Price: 92.70, Cost: 92.70, Comm 0.23\n",
      "2011-05-02T00:00:00, BUY EXECUTED, Price: 92.70, Cost: 92.70, Comm 0.23\n",
      "2011-05-04T00:00:00, BUY EXECUTED, Price: 71.00, Cost: 142.00, Comm 0.35\n",
      "2011-05-04T00:00:00, BUY EXECUTED, Price: 143.00, Cost: 715.00, Comm 1.79\n",
      "2011-05-04T00:00:00, SELL EXECUTED, Price: 92.00, Cost: 486.64, Comm 1.15\n",
      "2011-05-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-05-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-05-09T00:00:00, BUY EXECUTED, Price: 34.50, Cost: 1173.00, Comm 2.93\n",
      "2011-05-09T00:00:00, BUY EXECUTED, Price: 70.20, Cost: 702.00, Comm 1.76\n",
      "2011-05-09T00:00:00, BUY EXECUTED, Price: 88.80, Cost: 888.00, Comm 2.22\n",
      "2011-05-09T00:00:00, BUY EXECUTED, Price: 134.44, Cost: 537.76, Comm 1.34\n",
      "2011-05-09T00:00:00, BUY EXECUTED, Price: 88.80, Cost: 888.00, Comm 2.22\n",
      "2011-05-09T00:00:00, BUY EXECUTED, Price: 88.00, Cost: 25432.00, Comm 63.58\n",
      "2011-05-11T00:00:00, BUY EXECUTED, Price: 34.55, Cost: 310.95, Comm 0.78\n",
      "2011-05-11T00:00:00, SELL EXECUTED, Price: 88.50, Cost: 580.48, Comm 1.33\n",
      "2011-05-11T00:00:00, BUY EXECUTED, Price: 87.60, Cost: 87.60, Comm 0.22\n",
      "2011-05-16T00:00:00, BUY EXECUTED, Price: 33.10, Cost: 562.70, Comm 1.41\n",
      "2011-05-16T00:00:00, BUY EXECUTED, Price: 88.00, Cost: 88.00, Comm 0.22\n",
      "2011-05-16T00:00:00, SELL EXECUTED, Price: 88.00, Cost: 176.00, Comm 0.44\n",
      "2011-05-16T00:00:00, BUY EXECUTED, Price: 88.00, Cost: 88.00, Comm 0.22\n",
      "2011-05-18T00:00:00, BUY EXECUTED, Price: 540.00, Cost: 540.00, Comm 1.35\n",
      "2011-05-18T00:00:00, BUY EXECUTED, Price: 129.96, Cost: 1429.56, Comm 3.57\n",
      "2011-05-18T00:00:00, SELL EXECUTED, Price: 90.15, Cost: 1256.91, Comm 2.93\n",
      "2011-05-18T00:00:00, SELL EXECUTED, Price: 88.00, Cost: 351.99, Comm 0.88\n",
      "2011-05-23T00:00:00, BUY EXECUTED, Price: 525.05, Cost: 1050.10, Comm 2.63\n",
      "2011-05-23T00:00:00, SELL EXECUTED, Price: 33.70, Cost: 1086.50, Comm 2.19\n",
      "2011-05-23T00:00:00, SELL EXECUTED, Price: 130.19, Cost: 264.22, Comm 0.65\n",
      "2011-05-23T00:00:00, BUY EXECUTED, Price: 87.00, Cost: 261.00, Comm 0.65\n",
      "2011-05-25T00:00:00, BUY EXECUTED, Price: 32.80, Cost: 590.40, Comm 1.48\n",
      "2011-05-25T00:00:00, BUY EXECUTED, Price: 85.95, Cost: 515.70, Comm 1.29\n",
      "2011-05-25T00:00:00, BUY EXECUTED, Price: 177.53, Cost: 887.65, Comm 2.22\n",
      "2011-05-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-05-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-05-30T00:00:00, SELL EXECUTED, Price: 69.55, Cost: 561.60, Comm 1.04\n",
      "2011-05-30T00:00:00, BUY EXECUTED, Price: 86.40, Cost: 259.20, Comm 0.65\n",
      "2011-06-01T00:00:00, BUY EXECUTED, Price: 128.40, Cost: 898.80, Comm 2.25\n",
      "2011-06-01T00:00:00, BUY EXECUTED, Price: 129.88, Cost: 909.16, Comm 2.27\n",
      "2011-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-06T00:00:00, SELL EXECUTED, Price: 132.40, Cost: 527.91, Comm 1.32\n",
      "2011-06-06T00:00:00, SELL EXECUTED, Price: 90.10, Cost: 770.03, Comm 1.80\n",
      "2011-06-08T00:00:00, SELL EXECUTED, Price: 132.20, Cost: 131.98, Comm 0.33\n",
      "2011-06-13T00:00:00, BUY EXECUTED, Price: 119.00, Cost: 1428.00, Comm 3.57\n",
      "2011-06-13T00:00:00, BUY EXECUTED, Price: 177.33, Cost: 354.66, Comm 0.89\n",
      "2011-06-15T00:00:00, BUY EXECUTED, Price: 115.30, Cost: 807.10, Comm 2.02\n",
      "2011-06-15T00:00:00, BUY EXECUTED, Price: 127.79, Cost: 638.95, Comm 1.60\n",
      "2011-06-20T00:00:00, BUY EXECUTED, Price: 514.95, Cost: 514.95, Comm 1.29\n",
      "2011-06-20T00:00:00, BUY EXECUTED, Price: 110.55, Cost: 663.30, Comm 1.66\n",
      "2011-06-20T00:00:00, BUY EXECUTED, Price: 123.03, Cost: 369.09, Comm 0.92\n",
      "2011-06-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-22T00:00:00, BUY EXECUTED, Price: 103.60, Cost: 1036.00, Comm 2.59\n",
      "2011-06-22T00:00:00, BUY EXECUTED, Price: 83.90, Cost: 503.40, Comm 1.26\n",
      "2011-06-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-27T00:00:00, BUY EXECUTED, Price: 82.25, Cost: 987.00, Comm 2.47\n",
      "2011-06-27T00:00:00, SELL EXECUTED, Price: 124.00, Cost: 1600.30, Comm 3.72\n",
      "2011-06-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-06-29T00:00:00, BUY EXECUTED, Price: 32.50, Cost: 617.50, Comm 1.54\n",
      "2011-06-29T00:00:00, BUY EXECUTED, Price: 66.95, Cost: 1205.10, Comm 3.01\n",
      "2011-06-29T00:00:00, BUY EXECUTED, Price: 122.61, Cost: 490.44, Comm 1.23\n",
      "2011-06-29T00:00:00, BUY EXECUTED, Price: 82.90, Cost: 414.50, Comm 1.04\n",
      "2011-07-04T00:00:00, SELL EXECUTED, Price: 129.95, Cost: 131.56, Comm 0.32\n",
      "2011-07-04T00:00:00, SELL EXECUTED, Price: 84.50, Cost: 285.70, Comm 0.63\n",
      "2011-07-04T00:00:00, BUY EXECUTED, Price: 123.00, Cost: 615.00, Comm 1.54\n",
      "2011-07-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-07-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-07-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-07-11T00:00:00, SELL EXECUTED, Price: 112.30, Cost: 595.44, Comm 1.12\n",
      "2011-07-11T00:00:00, SELL EXECUTED, Price: 216.00, Cost: 7710.82, Comm 21.60\n",
      "2011-07-11T00:00:00, BUY EXECUTED, Price: 122.05, Cost: 244.10, Comm 0.61\n",
      "2011-07-13T00:00:00, BUY EXECUTED, Price: 519.00, Cost: 519.00, Comm 1.30\n",
      "2011-07-13T00:00:00, BUY EXECUTED, Price: 108.30, Cost: 758.10, Comm 1.90\n",
      "2011-07-13T00:00:00, BUY EXECUTED, Price: 80.20, Cost: 641.60, Comm 1.60\n",
      "2011-07-18T00:00:00, BUY EXECUTED, Price: 105.70, Cost: 739.90, Comm 1.85\n",
      "2011-07-18T00:00:00, BUY EXECUTED, Price: 81.70, Cost: 490.20, Comm 1.23\n",
      "2011-07-20T00:00:00, BUY EXECUTED, Price: 32.05, Cost: 480.75, Comm 1.20\n",
      "2011-07-20T00:00:00, SELL EXECUTED, Price: 109.40, Cost: 585.72, Comm 1.09\n",
      "2011-07-25T00:00:00, BUY EXECUTED, Price: 32.25, Cost: 290.25, Comm 0.73\n",
      "2011-07-25T00:00:00, BUY EXECUTED, Price: 106.10, Cost: 212.20, Comm 0.53\n",
      "2011-07-25T00:00:00, BUY EXECUTED, Price: 81.79, Cost: 163.58, Comm 0.41\n",
      "2011-07-25T00:00:00, BUY EXECUTED, Price: 213.00, Cost: 213.00, Comm 0.53\n",
      "2011-07-25T00:00:00, BUY EXECUTED, Price: 80.20, Cost: 80.20, Comm 0.20\n",
      "2011-07-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-07-27T00:00:00, BUY EXECUTED, Price: 104.20, Cost: 312.60, Comm 0.78\n",
      "2011-07-27T00:00:00, BUY EXECUTED, Price: 82.50, Cost: 247.50, Comm 0.62\n",
      "2011-07-27T00:00:00, BUY EXECUTED, Price: 78.50, Cost: 314.00, Comm 0.79\n",
      "2011-08-01T00:00:00, BUY EXECUTED, Price: 466.00, Cost: 1864.00, Comm 4.66\n",
      "2011-08-01T00:00:00, BUY EXECUTED, Price: 99.50, Cost: 796.00, Comm 1.99\n",
      "2011-08-01T00:00:00, BUY EXECUTED, Price: 75.90, Cost: 683.10, Comm 1.71\n",
      "2011-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-10T00:00:00, BUY EXECUTED, Price: 435.00, Cost: 435.00, Comm 1.09\n",
      "2011-08-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-24T00:00:00, Order Canceled/Margin/Rejected\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2011-08-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-08-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-07T00:00:00, SELL EXECUTED, Price: 124.78, Cost: 1373.05, Comm 3.12\n",
      "2011-09-12T00:00:00, BUY EXECUTED, Price: 28.20, Cost: 310.20, Comm 0.78\n",
      "2011-09-12T00:00:00, SELL EXECUTED, Price: 80.56, Cost: 3853.32, Comm 8.66\n",
      "2011-09-12T00:00:00, SELL EXECUTED, Price: 124.48, Cost: 274.61, Comm 0.62\n",
      "2011-09-12T00:00:00, SELL EXECUTED, Price: 172.83, Cost: 1571.38, Comm 3.46\n",
      "2011-09-12T00:00:00, BUY EXECUTED, Price: 93.50, Cost: 3366.00, Comm 8.41\n",
      "2011-09-14T00:00:00, BUY EXECUTED, Price: 27.85, Cost: 278.50, Comm 0.70\n",
      "2011-09-14T00:00:00, BUY EXECUTED, Price: 91.85, Cost: 642.95, Comm 1.61\n",
      "2011-09-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-19T00:00:00, BUY EXECUTED, Price: 28.00, Cost: 420.00, Comm 1.05\n",
      "2011-09-19T00:00:00, BUY EXECUTED, Price: 89.60, Cost: 1254.40, Comm 3.14\n",
      "2011-09-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-26T00:00:00, SELL EXECUTED, Price: 89.85, Cost: 1365.66, Comm 2.47\n",
      "2011-09-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-09-28T00:00:00, BUY EXECUTED, Price: 305.82, Cost: 305.82, Comm 0.76\n",
      "2011-10-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-05T00:00:00, SELL EXECUTED, Price: 86.37, Cost: 2255.74, Comm 4.53\n",
      "2011-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-10T00:00:00, BUY EXECUTED, Price: 26.00, Cost: 520.00, Comm 1.30\n",
      "2011-10-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-12T00:00:00, BUY EXECUTED, Price: 25.90, Cost: 543.90, Comm 1.36\n",
      "2011-10-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-17T00:00:00, SELL EXECUTED, Price: 76.50, Cost: 1292.26, Comm 2.87\n",
      "2011-10-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-19T00:00:00, BUY EXECUTED, Price: 24.60, Cost: 1205.40, Comm 3.01\n",
      "2011-10-19T00:00:00, BUY EXECUTED, Price: 76.83, Cost: 691.47, Comm 1.73\n",
      "2011-10-19T00:00:00, BUY EXECUTED, Price: 73.50, Cost: 588.00, Comm 1.47\n",
      "2011-10-19T00:00:00, SELL EXECUTED, Price: 104.68, Cost: 6262.95, Comm 18.06\n",
      "2011-10-24T00:00:00, BUY EXECUTED, Price: 72.75, Cost: 72.75, Comm 0.18\n",
      "2011-10-24T00:00:00, BUY EXECUTED, Price: 49.50, Cost: 4158.00, Comm 10.39\n",
      "2011-10-24T00:00:00, SELL EXECUTED, Price: 101.21, Cost: 90.77, Comm 0.25\n",
      "2011-10-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-10-26T00:00:00, BUY EXECUTED, Price: 76.01, Cost: 456.06, Comm 1.14\n",
      "2011-10-26T00:00:00, BUY EXECUTED, Price: 103.28, Cost: 309.84, Comm 0.77\n",
      "2011-10-31T00:00:00, SELL EXECUTED, Price: 104.84, Cost: 4028.99, Comm 10.75\n",
      "2011-10-31T00:00:00, BUY EXECUTED, Price: 75.56, Cost: 755.60, Comm 1.89\n",
      "2011-10-31T00:00:00, BUY EXECUTED, Price: 74.36, Cost: 594.88, Comm 1.49\n",
      "2011-11-02T00:00:00, BUY EXECUTED, Price: 103.14, Cost: 103.14, Comm 0.26\n",
      "2011-11-02T00:00:00, BUY EXECUTED, Price: 74.67, Cost: 74.67, Comm 0.19\n",
      "2011-11-02T00:00:00, SELL EXECUTED, Price: 74.31, Cost: 85.49, Comm 0.19\n",
      "2011-11-08T00:00:00, BUY EXECUTED, Price: 101.85, Cost: 203.70, Comm 0.51\n",
      "2011-11-08T00:00:00, SELL EXECUTED, Price: 25.90, Cost: 389.90, Comm 0.65\n",
      "2011-11-08T00:00:00, SELL EXECUTED, Price: 75.09, Cost: 176.97, Comm 0.38\n",
      "2011-11-08T00:00:00, BUY EXECUTED, Price: 92.80, Cost: 278.40, Comm 0.70\n",
      "2011-11-08T00:00:00, BUY EXECUTED, Price: 104.41, Cost: 208.82, Comm 0.52\n",
      "2011-11-09T00:00:00, SELL EXECUTED, Price: 91.05, Cost: 36024.43, Comm 56.91\n",
      "2011-11-09T00:00:00, BUY EXECUTED, Price: 98.74, Cost: 691.18, Comm 1.73\n",
      "2011-11-09T00:00:00, BUY EXECUTED, Price: 73.12, Cost: 292.48, Comm 0.73\n",
      "2011-11-09T00:00:00, BUY EXECUTED, Price: 89.85, Cost: 898.50, Comm 2.25\n",
      "2011-11-09T00:00:00, BUY EXECUTED, Price: 103.30, Cost: 103.30, Comm 0.26\n",
      "2011-11-14T00:00:00, BUY EXECUTED, Price: 91.50, Cost: 1006.50, Comm 2.52\n",
      "2011-11-14T00:00:00, BUY EXECUTED, Price: 69.33, Cost: 762.63, Comm 1.91\n",
      "2011-11-14T00:00:00, BUY EXECUTED, Price: 70.31, Cost: 281.24, Comm 0.70\n",
      "2011-11-14T00:00:00, BUY EXECUTED, Price: 59.90, Cost: 2935.10, Comm 7.34\n",
      "2011-11-14T00:00:00, BUY EXECUTED, Price: 101.69, Cost: 203.38, Comm 0.51\n",
      "2011-11-16T00:00:00, BUY EXECUTED, Price: 85.65, Cost: 256.95, Comm 0.64\n",
      "2011-11-16T00:00:00, BUY EXECUTED, Price: 65.58, Cost: 65.58, Comm 0.16\n",
      "2011-11-16T00:00:00, SELL EXECUTED, Price: 68.75, Cost: 85.30, Comm 0.17\n",
      "2011-11-16T00:00:00, BUY EXECUTED, Price: 57.20, Cost: 343.20, Comm 0.86\n",
      "2011-11-21T00:00:00, BUY EXECUTED, Price: 84.93, Cost: 254.79, Comm 0.64\n",
      "2011-11-21T00:00:00, BUY EXECUTED, Price: 42.50, Cost: 1700.00, Comm 4.25\n",
      "2011-11-21T00:00:00, BUY EXECUTED, Price: 54.05, Cost: 702.65, Comm 1.76\n",
      "2011-11-23T00:00:00, SELL EXECUTED, Price: 83.98, Cost: 97.73, Comm 0.21\n",
      "2011-11-23T00:00:00, BUY EXECUTED, Price: 40.40, Cost: 1212.00, Comm 3.03\n",
      "2011-11-23T00:00:00, BUY EXECUTED, Price: 54.00, Cost: 54.00, Comm 0.14\n",
      "2011-11-23T00:00:00, SELL EXECUTED, Price: 119.19, Cost: 411.92, Comm 0.89\n",
      "2011-11-23T00:00:00, BUY EXECUTED, Price: 40.40, Cost: 1212.00, Comm 3.03\n",
      "2011-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-11-28T00:00:00, BUY EXECUTED, Price: 62.34, Cost: 561.06, Comm 1.40\n",
      "2011-11-28T00:00:00, SELL EXECUTED, Price: 40.95, Cost: 2839.70, Comm 3.79\n",
      "2011-11-28T00:00:00, BUY EXECUTED, Price: 52.25, Cost: 470.25, Comm 1.18\n",
      "2011-11-30T00:00:00, BUY EXECUTED, Price: 61.11, Cost: 549.99, Comm 1.37\n",
      "2011-11-30T00:00:00, BUY EXECUTED, Price: 64.83, Cost: 259.32, Comm 0.65\n",
      "2011-11-30T00:00:00, SELL EXECUTED, Price: 41.30, Cost: 613.99, Comm 0.83\n",
      "2011-12-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-12-05T00:00:00, BUY EXECUTED, Price: 79.60, Cost: 796.00, Comm 1.99\n",
      "2011-12-12T00:00:00, BUY EXECUTED, Price: 51.90, Cost: 674.70, Comm 1.69\n",
      "2011-12-12T00:00:00, BUY EXECUTED, Price: 77.80, Cost: 77.80, Comm 0.19\n",
      "2011-12-12T00:00:00, BUY EXECUTED, Price: 93.80, Cost: 562.80, Comm 1.41\n",
      "2011-12-14T00:00:00, BUY EXECUTED, Price: 74.00, Cost: 1184.00, Comm 2.96\n",
      "2011-12-19T00:00:00, BUY EXECUTED, Price: 67.30, Cost: 471.10, Comm 1.18\n",
      "2011-12-19T00:00:00, BUY EXECUTED, Price: 86.52, Cost: 346.08, Comm 0.87\n",
      "2011-12-21T00:00:00, BUY EXECUTED, Price: 64.15, Cost: 2052.80, Comm 5.13\n",
      "2011-12-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-12-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-12-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-12-26T00:00:00, BUY EXECUTED, Price: 360.50, Cost: 721.00, Comm 1.80\n",
      "2011-12-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2011-12-28T00:00:00, BUY EXECUTED, Price: 355.00, Cost: 355.00, Comm 0.89\n",
      "2012-01-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-02T00:00:00, BUY EXECUTED, Price: 78.89, Cost: 552.23, Comm 1.38\n",
      "2012-01-02T00:00:00, BUY EXECUTED, Price: 38.00, Cost: 722.00, Comm 1.80\n",
      "2012-01-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-04T00:00:00, BUY EXECUTED, Price: 76.30, Cost: 610.40, Comm 1.53\n",
      "2012-01-04T00:00:00, BUY EXECUTED, Price: 55.04, Cost: 1210.88, Comm 3.03\n",
      "2012-01-04T00:00:00, BUY EXECUTED, Price: 62.99, Cost: 314.95, Comm 0.79\n",
      "2012-01-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-01-07T00:00:00, SELL EXECUTED, Price: 77.41, Cost: 289.77, Comm 0.58\n",
      "2012-01-07T00:00:00, BUY EXECUTED, Price: 53.78, Cost: 752.92, Comm 1.88\n",
      "2012-01-07T00:00:00, BUY EXECUTED, Price: 83.80, Cost: 1340.80, Comm 3.35\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2012-01-11T00:00:00, BUY EXECUTED, Price: 79.22, Cost: 316.88, Comm 0.79\n",
      "2012-01-11T00:00:00, BUY EXECUTED, Price: 54.49, Cost: 326.94, Comm 0.82\n",
      "2012-01-11T00:00:00, BUY EXECUTED, Price: 85.02, Cost: 85.02, Comm 0.21\n",
      "2012-01-16T00:00:00, BUY EXECUTED, Price: 83.83, Cost: 167.66, Comm 0.42\n",
      "2012-01-23T00:00:00, BUY EXECUTED, Price: 83.83, Cost: 502.98, Comm 1.26\n",
      "2012-01-25T00:00:00, SELL EXECUTED, Price: 134.85, Cost: 10207.84, Comm 39.11\n",
      "2012-01-30T00:00:00, SELL EXECUTED, Price: 142.66, Cost: 26574.62, Comm 72.04\n",
      "2012-01-30T00:00:00, BUY EXECUTED, Price: 133.40, Cost: 533.60, Comm 1.33\n",
      "2012-02-01T00:00:00, SELL EXECUTED, Price: 76.95, Cost: 2908.88, Comm 5.00\n",
      "2012-02-01T00:00:00, BUY EXECUTED, Price: 133.75, Cost: 133.75, Comm 0.33\n",
      "2012-02-06T00:00:00, BUY EXECUTED, Price: 68.17, Cost: 1295.23, Comm 3.24\n",
      "2012-02-08T00:00:00, BUY EXECUTED, Price: 134.30, Cost: 402.90, Comm 1.01\n",
      "2012-02-15T00:00:00, BUY EXECUTED, Price: 68.75, Cost: 687.50, Comm 1.72\n",
      "2012-02-15T00:00:00, BUY EXECUTED, Price: 185.67, Cost: 371.34, Comm 0.93\n",
      "2012-02-21T00:00:00, SELL EXECUTED, Price: 113.50, Cost: 34011.50, Comm 86.26\n",
      "2012-02-21T00:00:00, BUY EXECUTED, Price: 67.75, Cost: 813.00, Comm 2.03\n",
      "2012-02-22T00:00:00, SELL EXECUTED, Price: 552.00, Cost: 29847.05, Comm 78.66\n",
      "2012-02-22T00:00:00, SELL EXECUTED, Price: 73.00, Cost: 40170.85, Comm 97.27\n",
      "2012-02-22T00:00:00, SELL EXECUTED, Price: 142.10, Cost: 24714.94, Comm 63.95\n",
      "2012-02-22T00:00:00, SELL EXECUTED, Price: 68.47, Cost: 82.88, Comm 0.17\n",
      "2012-02-27T00:00:00, SELL EXECUTED, Price: 250.15, Cost: 3472.95, Comm 11.26\n",
      "2012-02-27T00:00:00, BUY EXECUTED, Price: 308.61, Cost: 1851.66, Comm 4.63\n",
      "2012-02-29T00:00:00, BUY EXECUTED, Price: 294.97, Cost: 294.97, Comm 0.74\n",
      "2012-03-03T00:00:00, BUY EXECUTED, Price: 91.83, Cost: 1101.96, Comm 2.75\n",
      "2012-03-05T00:00:00, BUY EXECUTED, Price: 132.75, Cost: 1062.00, Comm 2.66\n",
      "2012-03-07T00:00:00, BUY EXECUTED, Price: 238.05, Cost: 238.05, Comm 0.60\n",
      "2012-03-07T00:00:00, BUY EXECUTED, Price: 127.50, Cost: 637.50, Comm 1.59\n",
      "2012-03-12T00:00:00, SELL EXECUTED, Price: 30.00, Cost: 3080.22, Comm 5.93\n",
      "2012-03-12T00:00:00, SELL EXECUTED, Price: 90.50, Cost: 106.72, Comm 0.23\n",
      "2012-03-12T00:00:00, BUY EXECUTED, Price: 304.12, Cost: 24329.60, Comm 60.82\n",
      "2012-03-12T00:00:00, BUY EXECUTED, Price: 99.84, Cost: 24860.16, Comm 62.15\n",
      "2012-03-14T00:00:00, SELL EXECUTED, Price: 30.45, Cost: 233.94, Comm 0.46\n",
      "2012-03-14T00:00:00, BUY EXECUTED, Price: 91.33, Cost: 365.32, Comm 0.91\n",
      "2012-03-19T00:00:00, BUY EXECUTED, Price: 29.30, Cost: 87.90, Comm 0.22\n",
      "2012-03-19T00:00:00, BUY EXECUTED, Price: 57.00, Cost: 627.00, Comm 1.57\n",
      "2012-03-19T00:00:00, BUY EXECUTED, Price: 127.10, Cost: 127.10, Comm 0.32\n",
      "2012-03-21T00:00:00, BUY EXECUTED, Price: 28.50, Cost: 798.00, Comm 2.00\n",
      "2012-03-21T00:00:00, BUY EXECUTED, Price: 291.10, Cost: 582.20, Comm 1.46\n",
      "2012-03-21T00:00:00, SELL EXECUTED, Price: 56.90, Cost: 85.08, Comm 0.14\n",
      "2012-03-21T00:00:00, BUY EXECUTED, Price: 120.60, Cost: 723.60, Comm 1.81\n",
      "2012-03-21T00:00:00, BUY EXECUTED, Price: 86.67, Cost: 433.35, Comm 1.08\n",
      "2012-03-26T00:00:00, BUY EXECUTED, Price: 27.05, Cost: 1433.65, Comm 3.58\n",
      "2012-03-26T00:00:00, SELL EXECUTED, Price: 305.05, Cost: 303.80, Comm 0.76\n",
      "2012-03-26T00:00:00, BUY EXECUTED, Price: 55.50, Cost: 832.50, Comm 2.08\n",
      "2012-03-26T00:00:00, BUY EXECUTED, Price: 179.33, Cost: 717.32, Comm 1.79\n",
      "2012-03-26T00:00:00, BUY EXECUTED, Price: 115.00, Cost: 1955.00, Comm 4.89\n",
      "2012-03-28T00:00:00, SELL EXECUTED, Price: 27.00, Cost: 417.25, Comm 0.74\n",
      "2012-03-28T00:00:00, BUY EXECUTED, Price: 287.84, Cost: 575.68, Comm 1.44\n",
      "2012-03-28T00:00:00, BUY EXECUTED, Price: 65.60, Cost: 131.20, Comm 0.33\n",
      "2012-03-28T00:00:00, SELL EXECUTED, Price: 118.00, Cost: 764.67, Comm 2.36\n",
      "2012-03-28T00:00:00, BUY EXECUTED, Price: 87.67, Cost: 175.34, Comm 0.44\n",
      "2012-04-02T00:00:00, BUY EXECUTED, Price: 27.50, Cost: 220.00, Comm 0.55\n",
      "2012-04-02T00:00:00, BUY EXECUTED, Price: 286.05, Cost: 858.15, Comm 2.15\n",
      "2012-04-02T00:00:00, BUY EXECUTED, Price: 65.47, Cost: 392.82, Comm 0.98\n",
      "2012-04-02T00:00:00, BUY EXECUTED, Price: 55.30, Cost: 497.70, Comm 1.24\n",
      "2012-04-02T00:00:00, BUY EXECUTED, Price: 86.67, Cost: 346.68, Comm 0.87\n",
      "2012-04-02T00:00:00, BUY EXECUTED, Price: 30.50, Cost: 24766.00, Comm 61.92\n",
      "2012-04-04T00:00:00, BUY EXECUTED, Price: 285.47, Cost: 570.94, Comm 1.43\n",
      "2012-04-04T00:00:00, SELL EXECUTED, Price: 35.50, Cost: 2684.00, Comm 7.81\n",
      "2012-04-04T00:00:00, BUY EXECUTED, Price: 285.47, Cost: 570.94, Comm 1.43\n",
      "2012-04-11T00:00:00, SELL EXECUTED, Price: 100.35, Cost: 199.68, Comm 0.50\n",
      "2012-04-11T00:00:00, SELL EXECUTED, Price: 287.40, Cost: 1208.16, Comm 2.87\n",
      "2012-04-11T00:00:00, BUY EXECUTED, Price: 62.75, Cost: 1066.75, Comm 2.67\n",
      "2012-04-16T00:00:00, SELL EXECUTED, Price: 63.14, Cost: 244.96, Comm 0.47\n",
      "2012-04-16T00:00:00, BUY EXECUTED, Price: 33.20, Cost: 498.00, Comm 1.25\n",
      "2012-04-16T00:00:00, BUY EXECUTED, Price: 173.47, Cost: 520.41, Comm 1.30\n",
      "2012-04-16T00:00:00, BUY EXECUTED, Price: 85.70, Cost: 171.40, Comm 0.43\n",
      "2012-04-16T00:00:00, BUY EXECUTED, Price: 45.00, Cost: 24480.00, Comm 61.20\n",
      "2012-04-18T00:00:00, BUY EXECUTED, Price: 287.75, Cost: 287.75, Comm 0.72\n",
      "2012-04-18T00:00:00, SELL EXECUTED, Price: 46.02, Cost: 90.00, Comm 0.23\n",
      "2012-04-18T00:00:00, BUY EXECUTED, Price: 32.30, Cost: 1324.30, Comm 3.31\n",
      "2012-04-18T00:00:00, BUY EXECUTED, Price: 85.20, Cost: 681.60, Comm 1.70\n",
      "2012-04-18T00:00:00, SELL EXECUTED, Price: 46.02, Cost: 90.00, Comm 0.23\n",
      "2012-04-18T00:00:00, BUY EXECUTED, Price: 287.75, Cost: 287.75, Comm 0.72\n",
      "2012-04-23T00:00:00, BUY EXECUTED, Price: 45.20, Cost: 497.20, Comm 1.24\n",
      "2012-04-23T00:00:00, BUY EXECUTED, Price: 30.00, Cost: 1530.00, Comm 3.83\n",
      "2012-04-23T00:00:00, SELL EXECUTED, Price: 85.33, Cost: 315.13, Comm 0.64\n",
      "2012-04-25T00:00:00, SELL EXECUTED, Price: 281.33, Cost: 301.72, Comm 0.70\n",
      "2012-04-25T00:00:00, BUY EXECUTED, Price: 43.11, Cost: 991.53, Comm 2.48\n",
      "2012-04-25T00:00:00, SELL EXECUTED, Price: 29.90, Cost: 275.46, Comm 0.67\n",
      "2012-04-25T00:00:00, BUY EXECUTED, Price: 88.52, Cost: 1681.88, Comm 4.20\n",
      "2012-04-25T00:00:00, BUY EXECUTED, Price: 80.40, Cost: 1125.60, Comm 2.81\n",
      "2012-04-25T00:00:00, BUY EXECUTED, Price: 291.41, Cost: 24187.03, Comm 60.47\n",
      "2012-04-25T00:00:00, BUY EXECUTED, Price: 318.00, Cost: 24168.00, Comm 60.42\n",
      "2012-04-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-04-28T00:00:00, BUY EXECUTED, Price: 93.35, Cost: 1493.60, Comm 3.73\n",
      "2012-04-28T00:00:00, SELL EXECUTED, Price: 42.00, Cost: 44.93, Comm 0.10\n",
      "2012-04-28T00:00:00, SELL EXECUTED, Price: 297.37, Cost: 291.41, Comm 0.74\n",
      "2012-04-28T00:00:00, BUY EXECUTED, Price: 73.67, Cost: 1989.09, Comm 4.97\n",
      "2012-04-28T00:00:00, SELL EXECUTED, Price: 42.00, Cost: 44.93, Comm 0.10\n",
      "2012-04-30T00:00:00, SELL EXECUTED, Price: 326.00, Cost: 318.00, Comm 0.82\n",
      "2012-05-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-05-07T00:00:00, BUY EXECUTED, Price: 89.58, Cost: 179.16, Comm 0.45\n",
      "2012-05-07T00:00:00, SELL EXECUTED, Price: 44.21, Cost: 1347.84, Comm 3.32\n",
      "2012-05-07T00:00:00, BUY EXECUTED, Price: 26.30, Cost: 2340.70, Comm 5.85\n",
      "2012-05-09T00:00:00, SELL EXECUTED, Price: 90.86, Cost: 198.74, Comm 0.45\n",
      "2012-05-09T00:00:00, BUY EXECUTED, Price: 43.20, Cost: 302.40, Comm 0.76\n",
      "2012-05-09T00:00:00, BUY EXECUTED, Price: 24.25, Cost: 1843.00, Comm 4.61\n",
      "2012-05-14T00:00:00, SELL EXECUTED, Price: 90.03, Cost: 99.37, Comm 0.23\n",
      "2012-05-14T00:00:00, BUY EXECUTED, Price: 269.48, Cost: 269.48, Comm 0.67\n",
      "2012-05-14T00:00:00, BUY EXECUTED, Price: 42.11, Cost: 378.99, Comm 0.95\n",
      "2012-05-14T00:00:00, BUY EXECUTED, Price: 23.10, Cost: 646.80, Comm 1.62\n",
      "2012-05-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-05-16T00:00:00, BUY EXECUTED, Price: 88.03, Cost: 176.06, Comm 0.44\n",
      "2012-05-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-05-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-05-21T00:00:00, BUY EXECUTED, Price: 297.20, Cost: 1188.80, Comm 2.97\n",
      "2012-05-21T00:00:00, BUY EXECUTED, Price: 41.20, Cost: 494.40, Comm 1.24\n",
      "2012-05-21T00:00:00, SELL EXECUTED, Price: 303.59, Cost: 1243.28, Comm 3.04\n",
      "2012-05-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-05-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-05-28T00:00:00, BUY EXECUTED, Price: 21.70, Cost: 1540.70, Comm 3.85\n",
      "2012-05-30T00:00:00, BUY EXECUTED, Price: 295.00, Cost: 295.00, Comm 0.74\n",
      "2012-05-30T00:00:00, BUY EXECUTED, Price: 41.03, Cost: 369.27, Comm 0.92\n",
      "2012-05-30T00:00:00, SELL EXECUTED, Price: 21.85, Cost: 87.10, Comm 0.16\n",
      "2012-06-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-06-04T00:00:00, BUY EXECUTED, Price: 262.73, Cost: 262.73, Comm 0.66\n",
      "2012-06-04T00:00:00, BUY EXECUTED, Price: 20.20, Cost: 1474.60, Comm 3.69\n",
      "2012-06-04T00:00:00, SELL EXECUTED, Price: 71.63, Cost: 202.90, Comm 0.36\n",
      "2012-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-06-11T00:00:00, SELL EXECUTED, Price: 62.27, Cost: 653.22, Comm 1.25\n",
      "2012-06-11T00:00:00, SELL EXECUTED, Price: 22.05, Cost: 2021.75, Comm 3.91\n",
      "2012-06-11T00:00:00, SELL EXECUTED, Price: 130.00, Cost: 2102.83, Comm 7.15\n",
      "2012-06-11T00:00:00, SELL EXECUTED, Price: 76.00, Cost: 1115.96, Comm 2.09\n",
      "2012-06-13T00:00:00, BUY EXECUTED, Price: 61.89, Cost: 495.12, Comm 1.24\n",
      "2012-06-13T00:00:00, BUY EXECUTED, Price: 131.90, Cost: 131.90, Comm 0.33\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2012-06-18T00:00:00, BUY EXECUTED, Price: 60.52, Cost: 726.24, Comm 1.82\n",
      "2012-06-18T00:00:00, BUY EXECUTED, Price: 22.00, Cost: 572.00, Comm 1.43\n",
      "2012-06-18T00:00:00, BUY EXECUTED, Price: 130.20, Cost: 130.20, Comm 0.33\n",
      "2012-06-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-06-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-06-20T00:00:00, BUY EXECUTED, Price: 265.06, Cost: 795.18, Comm 1.99\n",
      "2012-06-25T00:00:00, BUY EXECUTED, Price: 265.99, Cost: 1063.96, Comm 2.66\n",
      "2012-06-25T00:00:00, BUY EXECUTED, Price: 76.00, Cost: 532.00, Comm 1.33\n",
      "2012-06-27T00:00:00, BUY EXECUTED, Price: 254.08, Cost: 762.24, Comm 1.91\n",
      "2012-07-02T00:00:00, SELL EXECUTED, Price: 31.25, Cost: 31467.79, Comm 86.80\n",
      "2012-07-02T00:00:00, SELL EXECUTED, Price: 31.00, Cost: 3632.56, Comm 7.44\n",
      "2012-07-02T00:00:00, BUY EXECUTED, Price: 246.46, Cost: 985.84, Comm 2.46\n",
      "2012-07-02T00:00:00, BUY EXECUTED, Price: 134.85, Cost: 539.40, Comm 1.35\n",
      "2012-07-09T00:00:00, BUY EXECUTED, Price: 317.00, Cost: 951.00, Comm 2.38\n",
      "2012-07-09T00:00:00, SELL EXECUTED, Price: 255.66, Cost: 590.07, Comm 1.28\n",
      "2012-07-09T00:00:00, BUY EXECUTED, Price: 300.26, Cost: 900.78, Comm 2.25\n",
      "2012-07-09T00:00:00, BUY EXECUTED, Price: 137.80, Cost: 137.80, Comm 0.34\n",
      "2012-07-11T00:00:00, BUY EXECUTED, Price: 251.11, Cost: 251.11, Comm 0.63\n",
      "2012-07-16T00:00:00, BUY EXECUTED, Price: 241.99, Cost: 725.97, Comm 1.81\n",
      "2012-07-16T00:00:00, BUY EXECUTED, Price: 276.56, Cost: 1659.36, Comm 4.15\n",
      "2012-07-16T00:00:00, SELL EXECUTED, Price: 59.00, Cost: 918.64, Comm 1.62\n",
      "2012-07-16T00:00:00, BUY EXECUTED, Price: 130.30, Cost: 651.50, Comm 1.63\n",
      "2012-07-18T00:00:00, BUY EXECUTED, Price: 30.35, Cost: 667.70, Comm 1.67\n",
      "2012-07-18T00:00:00, BUY EXECUTED, Price: 269.28, Cost: 269.28, Comm 0.67\n",
      "2012-07-18T00:00:00, BUY EXECUTED, Price: 160.38, Cost: 25179.66, Comm 62.95\n",
      "2012-07-23T00:00:00, BUY EXECUTED, Price: 55.00, Cost: 440.00, Comm 1.10\n",
      "2012-07-23T00:00:00, BUY EXECUTED, Price: 125.55, Cost: 125.55, Comm 0.31\n",
      "2012-07-25T00:00:00, BUY EXECUTED, Price: 54.20, Cost: 325.20, Comm 0.81\n",
      "2012-07-25T00:00:00, BUY EXECUTED, Price: 124.25, Cost: 124.25, Comm 0.31\n",
      "2012-07-25T00:00:00, BUY EXECUTED, Price: 152.03, Cost: 912.18, Comm 2.28\n",
      "2012-07-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-07-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-07-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-07-30T00:00:00, SELL EXECUTED, Price: 267.88, Cost: 290.49, Comm 0.67\n",
      "2012-07-30T00:00:00, BUY EXECUTED, Price: 52.75, Cost: 527.50, Comm 1.32\n",
      "2012-07-30T00:00:00, BUY EXECUTED, Price: 147.20, Cost: 147.20, Comm 0.37\n",
      "2012-08-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-08-01T00:00:00, SELL EXECUTED, Price: 53.55, Cost: 327.94, Comm 0.54\n",
      "2012-08-01T00:00:00, BUY EXECUTED, Price: 149.48, Cost: 149.48, Comm 0.37\n",
      "2012-08-06T00:00:00, SELL EXECUTED, Price: 114.29, Cost: 5105.57, Comm 15.14\n",
      "2012-08-06T00:00:00, BUY EXECUTED, Price: 53.90, Cost: 107.80, Comm 0.27\n",
      "2012-08-08T00:00:00, BUY EXECUTED, Price: 110.63, Cost: 774.41, Comm 1.94\n",
      "2012-08-08T00:00:00, SELL EXECUTED, Price: 70.67, Cost: 2980.01, Comm 6.36\n",
      "2012-08-08T00:00:00, SELL EXECUTED, Price: 64.12, Cost: 1048.16, Comm 2.08\n",
      "2012-08-08T00:00:00, SELL EXECUTED, Price: 53.85, Cost: 163.73, Comm 0.27\n",
      "2012-08-08T00:00:00, SELL EXECUTED, Price: 153.79, Cost: 479.79, Comm 1.15\n",
      "2012-08-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-08-13T00:00:00, BUY EXECUTED, Price: 62.52, Cost: 375.12, Comm 0.94\n",
      "2012-08-13T00:00:00, BUY EXECUTED, Price: 53.25, Cost: 106.50, Comm 0.27\n",
      "2012-08-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-08-16T00:00:00, SELL EXECUTED, Price: 108.60, Cost: 9190.39, Comm 28.78\n",
      "2012-08-21T00:00:00, BUY EXECUTED, Price: 112.00, Cost: 112.00, Comm 0.28\n",
      "2012-08-21T00:00:00, BUY EXECUTED, Price: 69.34, Cost: 554.72, Comm 1.39\n",
      "2012-08-21T00:00:00, BUY EXECUTED, Price: 53.45, Cost: 160.35, Comm 0.40\n",
      "2012-08-21T00:00:00, BUY EXECUTED, Price: 124.50, Cost: 249.00, Comm 0.62\n",
      "2012-08-21T00:00:00, SELL EXECUTED, Price: 76.90, Cost: 201.81, Comm 0.38\n",
      "2012-08-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-08-22T00:00:00, BUY EXECUTED, Price: 109.98, Cost: 219.96, Comm 0.55\n",
      "2012-08-22T00:00:00, BUY EXECUTED, Price: 69.13, Cost: 69.13, Comm 0.17\n",
      "2012-08-22T00:00:00, BUY EXECUTED, Price: 52.50, Cost: 420.00, Comm 1.05\n",
      "2012-08-22T00:00:00, BUY EXECUTED, Price: 123.50, Cost: 370.50, Comm 0.93\n",
      "2012-08-22T00:00:00, BUY EXECUTED, Price: 74.67, Cost: 746.70, Comm 1.87\n",
      "2012-08-27T00:00:00, BUY EXECUTED, Price: 52.05, Cost: 208.20, Comm 0.52\n",
      "2012-08-27T00:00:00, BUY EXECUTED, Price: 118.70, Cost: 356.10, Comm 0.89\n",
      "2012-08-29T00:00:00, BUY EXECUTED, Price: 297.35, Cost: 297.35, Comm 0.74\n",
      "2012-08-29T00:00:00, BUY EXECUTED, Price: 51.05, Cost: 306.30, Comm 0.77\n",
      "2012-09-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-09-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-09-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-09-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-09-03T00:00:00, BUY EXECUTED, Price: 29.00, Cost: 116.00, Comm 0.29\n",
      "2012-09-03T00:00:00, BUY EXECUTED, Price: 66.67, Cost: 333.35, Comm 0.83\n",
      "2012-09-05T00:00:00, BUY EXECUTED, Price: 102.20, Cost: 511.00, Comm 1.28\n",
      "2012-09-05T00:00:00, BUY EXECUTED, Price: 60.88, Cost: 182.64, Comm 0.46\n",
      "2012-09-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-09-08T00:00:00, BUY EXECUTED, Price: 67.33, Cost: 67.33, Comm 0.17\n",
      "2012-09-12T00:00:00, BUY EXECUTED, Price: 103.99, Cost: 415.96, Comm 1.04\n",
      "2012-09-12T00:00:00, BUY EXECUTED, Price: 29.20, Cost: 613.20, Comm 1.53\n",
      "2012-09-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-09-17T00:00:00, BUY EXECUTED, Price: 296.80, Cost: 296.80, Comm 0.74\n",
      "2012-09-17T00:00:00, BUY EXECUTED, Price: 66.67, Cost: 933.38, Comm 2.33\n",
      "2012-09-17T00:00:00, BUY EXECUTED, Price: 62.58, Cost: 500.64, Comm 1.25\n",
      "2012-09-17T00:00:00, BUY EXECUTED, Price: 124.40, Cost: 622.00, Comm 1.56\n",
      "2012-09-20T00:00:00, SELL EXECUTED, Price: 110.10, Cost: 25299.86, Comm 77.07\n",
      "2012-09-20T00:00:00, BUY EXECUTED, Price: 108.68, Cost: 543.40, Comm 1.36\n",
      "2012-09-20T00:00:00, BUY EXECUTED, Price: 293.85, Cost: 293.85, Comm 0.73\n",
      "2012-09-20T00:00:00, BUY EXECUTED, Price: 63.07, Cost: 1198.33, Comm 3.00\n",
      "2012-09-20T00:00:00, BUY EXECUTED, Price: 59.55, Cost: 119.10, Comm 0.30\n",
      "2012-09-20T00:00:00, BUY EXECUTED, Price: 119.30, Cost: 119.30, Comm 0.30\n",
      "2012-09-24T00:00:00, BUY EXECUTED, Price: 104.45, Cost: 104.45, Comm 0.26\n",
      "2012-09-24T00:00:00, BUY EXECUTED, Price: 294.80, Cost: 294.80, Comm 0.74\n",
      "2012-09-24T00:00:00, SELL EXECUTED, Price: 66.08, Cost: 1130.15, Comm 2.31\n",
      "2012-09-24T00:00:00, BUY EXECUTED, Price: 117.95, Cost: 825.65, Comm 2.06\n",
      "2012-09-24T00:00:00, BUY EXECUTED, Price: 121.87, Cost: 25592.70, Comm 63.98\n",
      "2012-09-26T00:00:00, SELL EXECUTED, Price: 124.40, Cost: 243.74, Comm 0.62\n",
      "2012-09-26T00:00:00, BUY EXECUTED, Price: 51.50, Cost: 618.00, Comm 1.54\n",
      "2012-09-26T00:00:00, SELL EXECUTED, Price: 118.20, Cost: 301.03, Comm 0.89\n",
      "2012-10-01T00:00:00, BUY EXECUTED, Price: 123.00, Cost: 123.00, Comm 0.31\n",
      "2012-10-01T00:00:00, BUY EXECUTED, Price: 62.80, Cost: 628.00, Comm 1.57\n",
      "2012-10-01T00:00:00, BUY EXECUTED, Price: 51.80, Cost: 932.40, Comm 2.33\n",
      "2012-10-01T00:00:00, BUY EXECUTED, Price: 119.95, Cost: 239.90, Comm 0.60\n",
      "2012-10-08T00:00:00, SELL EXECUTED, Price: 128.76, Cost: 243.75, Comm 0.64\n",
      "2012-10-08T00:00:00, BUY EXECUTED, Price: 50.80, Cost: 203.20, Comm 0.51\n",
      "2012-10-10T00:00:00, BUY EXECUTED, Price: 302.00, Cost: 302.00, Comm 0.76\n",
      "2012-10-10T00:00:00, SELL EXECUTED, Price: 132.77, Cost: 853.13, Comm 2.32\n",
      "2012-10-10T00:00:00, BUY EXECUTED, Price: 50.75, Cost: 152.25, Comm 0.38\n",
      "2012-10-10T00:00:00, BUY EXECUTED, Price: 160.31, Cost: 480.93, Comm 1.20\n",
      "2012-10-15T00:00:00, SELL EXECUTED, Price: 41.90, Cost: 31819.58, Comm 89.14\n",
      "2012-10-15T00:00:00, SELL EXECUTED, Price: 299.00, Cost: 315.56, Comm 0.75\n",
      "2012-10-15T00:00:00, SELL EXECUTED, Price: 131.47, Cost: 121.88, Comm 0.33\n",
      "2012-10-15T00:00:00, SELL EXECUTED, Price: 295.87, Cost: 871.47, Comm 2.22\n",
      "2012-10-15T00:00:00, SELL EXECUTED, Price: 81.97, Cost: 1802.15, Comm 3.69\n",
      "2012-10-15T00:00:00, BUY EXECUTED, Price: 154.23, Cost: 462.69, Comm 1.16\n",
      "2012-10-17T00:00:00, BUY EXECUTED, Price: 66.90, Cost: 133.80, Comm 0.33\n",
      "2012-10-17T00:00:00, BUY EXECUTED, Price: 49.60, Cost: 49.60, Comm 0.12\n",
      "2012-10-17T00:00:00, SELL EXECUTED, Price: 82.33, Cost: 100.12, Comm 0.21\n",
      "2012-10-17T00:00:00, SELL EXECUTED, Price: 155.35, Cost: 159.84, Comm 0.39\n",
      "2012-10-22T00:00:00, BUY EXECUTED, Price: 109.72, Cost: 329.16, Comm 0.82\n",
      "2012-10-22T00:00:00, SELL EXECUTED, Price: 100.69, Cost: 893.56, Comm 2.27\n",
      "2012-10-22T00:00:00, BUY EXECUTED, Price: 247.65, Cost: 742.95, Comm 1.86\n",
      "2012-10-22T00:00:00, SELL EXECUTED, Price: 49.50, Cost: 78.35, Comm 0.12\n",
      "2012-10-22T00:00:00, BUY EXECUTED, Price: 78.90, Cost: 867.90, Comm 2.17\n",
      "2012-10-22T00:00:00, BUY EXECUTED, Price: 152.47, Cost: 457.41, Comm 1.14\n",
      "2012-10-25T00:00:00, BUY EXECUTED, Price: 99.91, Cost: 199.82, Comm 0.50\n",
      "2012-10-25T00:00:00, SELL EXECUTED, Price: 50.00, Cost: 235.06, Comm 0.38\n",
      "2012-10-29T00:00:00, BUY EXECUTED, Price: 124.80, Cost: 748.80, Comm 1.87\n",
      "2012-10-29T00:00:00, BUY EXECUTED, Price: 49.10, Cost: 785.60, Comm 1.96\n",
      "2012-10-29T00:00:00, BUY EXECUTED, Price: 149.39, Cost: 298.78, Comm 0.75\n",
      "2012-10-31T00:00:00, BUY EXECUTED, Price: 113.65, Cost: 1818.40, Comm 4.55\n",
      "2012-10-31T00:00:00, BUY EXECUTED, Price: 46.85, Cost: 140.55, Comm 0.35\n",
      "2012-11-05T00:00:00, BUY EXECUTED, Price: 110.47, Cost: 110.47, Comm 0.28\n",
      "2012-11-05T00:00:00, SELL EXECUTED, Price: 116.59, Cost: 121.36, Comm 0.29\n",
      "2012-11-05T00:00:00, BUY EXECUTED, Price: 46.70, Cost: 420.30, Comm 1.05\n",
      "2012-11-05T00:00:00, BUY EXECUTED, Price: 176.37, Cost: 705.48, Comm 1.76\n",
      "2012-11-07T00:00:00, BUY EXECUTED, Price: 116.31, Cost: 116.31, Comm 0.29\n",
      "2012-11-07T00:00:00, BUY EXECUTED, Price: 46.00, Cost: 368.00, Comm 0.92\n",
      "2012-11-12T00:00:00, BUY EXECUTED, Price: 45.60, Cost: 228.00, Comm 0.57\n",
      "2012-11-12T00:00:00, BUY EXECUTED, Price: 170.70, Cost: 853.50, Comm 2.13\n",
      "2012-11-12T00:00:00, BUY EXECUTED, Price: 75.33, Cost: 903.96, Comm 2.26\n",
      "2012-11-12T00:00:00, BUY EXECUTED, Price: 134.42, Cost: 26884.00, Comm 67.21\n",
      "2012-11-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2012-11-15T00:00:00, BUY EXECUTED, Price: 108.68, Cost: 108.68, Comm 0.27\n",
      "2012-11-15T00:00:00, SELL EXECUTED, Price: 117.92, Cost: 485.35, Comm 1.18\n",
      "2012-11-15T00:00:00, BUY EXECUTED, Price: 72.77, Cost: 436.62, Comm 1.09\n",
      "2012-11-19T00:00:00, BUY EXECUTED, Price: 106.47, Cost: 106.47, Comm 0.27\n",
      "2012-11-19T00:00:00, BUY EXECUTED, Price: 113.60, Cost: 340.80, Comm 0.85\n",
      "2012-11-19T00:00:00, BUY EXECUTED, Price: 44.90, Cost: 179.60, Comm 0.45\n",
      "2012-11-19T00:00:00, SELL EXECUTED, Price: 170.87, Cost: 193.96, Comm 0.43\n",
      "2012-11-21T00:00:00, BUY EXECUTED, Price: 63.33, Cost: 569.97, Comm 1.42\n",
      "2012-11-21T00:00:00, SELL EXECUTED, Price: 44.90, Cost: 227.59, Comm 0.34\n",
      "2012-11-26T00:00:00, BUY EXECUTED, Price: 124.48, Cost: 373.44, Comm 0.93\n",
      "2012-11-26T00:00:00, BUY EXECUTED, Price: 104.17, Cost: 312.51, Comm 0.78\n",
      "2012-11-26T00:00:00, BUY EXECUTED, Price: 96.38, Cost: 481.90, Comm 1.20\n",
      "2012-11-26T00:00:00, BUY EXECUTED, Price: 62.79, Cost: 502.32, Comm 1.26\n",
      "2012-11-26T00:00:00, BUY EXECUTED, Price: 169.20, Cost: 169.20, Comm 0.42\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2012-11-29T00:00:00, BUY EXECUTED, Price: 95.48, Cost: 95.48, Comm 0.24\n",
      "2012-11-29T00:00:00, BUY EXECUTED, Price: 62.11, Cost: 310.55, Comm 0.78\n",
      "2012-11-29T00:00:00, BUY EXECUTED, Price: 44.25, Cost: 309.75, Comm 0.77\n",
      "2012-11-29T00:00:00, BUY EXECUTED, Price: 167.03, Cost: 334.06, Comm 0.84\n",
      "2012-11-29T00:00:00, SELL EXECUTED, Price: 437.23, Cost: 6216.38, Comm 21.86\n",
      "2012-11-29T00:00:00, BUY EXECUTED, Price: 62.11, Cost: 310.55, Comm 0.78\n",
      "2012-12-03T00:00:00, SELL EXECUTED, Price: 63.77, Cost: 635.85, Comm 1.28\n",
      "2012-12-03T00:00:00, BUY EXECUTED, Price: 114.91, Cost: 459.64, Comm 1.15\n",
      "2012-12-03T00:00:00, BUY EXECUTED, Price: 435.83, Cost: 435.83, Comm 1.09\n",
      "2012-12-05T00:00:00, BUY EXECUTED, Price: 126.47, Cost: 758.82, Comm 1.90\n",
      "2012-12-05T00:00:00, BUY EXECUTED, Price: 63.33, Cost: 443.31, Comm 1.11\n",
      "2012-12-10T00:00:00, SELL EXECUTED, Price: 274.00, Cost: 20275.19, Comm 71.24\n",
      "2012-12-10T00:00:00, SELL EXECUTED, Price: 127.22, Cost: 268.10, Comm 0.64\n",
      "2012-12-10T00:00:00, BUY EXECUTED, Price: 287.84, Cost: 575.68, Comm 1.44\n",
      "2012-12-10T00:00:00, BUY EXECUTED, Price: 434.76, Cost: 434.76, Comm 1.09\n",
      "2012-12-12T00:00:00, BUY EXECUTED, Price: 286.49, Cost: 286.49, Comm 0.72\n",
      "2012-12-17T00:00:00, BUY EXECUTED, Price: 62.67, Cost: 125.34, Comm 0.31\n",
      "2012-12-17T00:00:00, SELL EXECUTED, Price: 51.41, Cost: 3220.24, Comm 9.25\n",
      "2012-12-19T00:00:00, BUY EXECUTED, Price: 62.22, Cost: 311.10, Comm 0.78\n",
      "2012-12-19T00:00:00, BUY EXECUTED, Price: 282.02, Cost: 282.02, Comm 0.71\n",
      "2012-12-19T00:00:00, BUY EXECUTED, Price: 173.13, Cost: 173.13, Comm 0.43\n",
      "2012-12-24T00:00:00, BUY EXECUTED, Price: 61.79, Cost: 123.58, Comm 0.31\n",
      "2012-12-24T00:00:00, BUY EXECUTED, Price: 49.82, Cost: 896.76, Comm 2.24\n",
      "2012-12-31T00:00:00, BUY EXECUTED, Price: 49.60, Cost: 347.20, Comm 0.87\n",
      "2013-01-02T00:00:00, BUY EXECUTED, Price: 50.09, Cost: 200.36, Comm 0.50\n",
      "2013-01-02T00:00:00, BUY EXECUTED, Price: 287.25, Cost: 287.25, Comm 0.72\n",
      "2013-01-07T00:00:00, BUY EXECUTED, Price: 51.21, Cost: 153.63, Comm 0.38\n",
      "2013-01-09T00:00:00, SELL EXECUTED, Price: 154.36, Cost: 27748.16, Comm 79.88\n",
      "2013-01-09T00:00:00, SELL EXECUTED, Price: 297.45, Cost: 3517.23, Comm 8.92\n",
      "2013-01-09T00:00:00, SELL EXECUTED, Price: 50.80, Cost: 45.03, Comm 0.13\n",
      "2013-01-09T00:00:00, SELL EXECUTED, Price: 134.65, Cost: 1407.34, Comm 4.71\n",
      "2013-01-14T00:00:00, BUY EXECUTED, Price: 292.26, Cost: 584.52, Comm 1.46\n",
      "2013-01-16T00:00:00, SELL EXECUTED, Price: 344.90, Cost: 26994.52, Comm 80.19\n",
      "2013-01-16T00:00:00, SELL EXECUTED, Price: 491.70, Cost: 18898.10, Comm 73.75\n",
      "2013-01-21T00:00:00, BUY EXECUTED, Price: 288.31, Cost: 1729.86, Comm 4.32\n",
      "2013-01-23T00:00:00, SELL EXECUTED, Price: 141.22, Cost: 23328.33, Comm 84.38\n",
      "2013-01-23T00:00:00, SELL EXECUTED, Price: 80.96, Cost: 33193.10, Comm 85.21\n",
      "2013-01-23T00:00:00, SELL EXECUTED, Price: 82.75, Cost: 33169.73, Comm 86.47\n",
      "2013-01-28T00:00:00, BUY EXECUTED, Price: 395.95, Cost: 28904.35, Comm 72.26\n",
      "2013-01-30T00:00:00, SELL EXECUTED, Price: 398.86, Cost: 395.95, Comm 1.00\n",
      "2013-01-30T00:00:00, BUY EXECUTED, Price: 47.40, Cost: 1896.00, Comm 4.74\n",
      "2013-01-30T00:00:00, SELL EXECUTED, Price: 398.86, Cost: 395.95, Comm 1.00\n",
      "2013-02-11T00:00:00, BUY EXECUTED, Price: 124.90, Cost: 2747.80, Comm 6.87\n",
      "2013-02-11T00:00:00, BUY EXECUTED, Price: 1416.00, Cost: 28320.00, Comm 70.80\n",
      "2013-02-11T00:00:00, BUY EXECUTED, Price: 94.38, Cost: 28125.24, Comm 70.31\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 298.95, Cost: 2092.65, Comm 5.23\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 120.75, Cost: 845.25, Comm 2.11\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 213.70, Cost: 27781.00, Comm 69.45\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 153.19, Cost: 28186.96, Comm 70.47\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 104.00, Cost: 28392.00, Comm 70.98\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 72.97, Cost: 28239.39, Comm 70.60\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 298.95, Cost: 2092.65, Comm 5.23\n",
      "2013-02-13T00:00:00, BUY EXECUTED, Price: 3220.05, Cost: 25760.40, Comm 64.40\n",
      "2013-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-18T00:00:00, BUY EXECUTED, Price: 213.80, Cost: 213.80, Comm 0.53\n",
      "2013-02-18T00:00:00, SELL EXECUTED, Price: 293.00, Cost: 1566.30, Comm 3.66\n",
      "2013-02-18T00:00:00, SELL EXECUTED, Price: 398.86, Cost: 395.95, Comm 1.00\n",
      "2013-02-18T00:00:00, SELL EXECUTED, Price: 293.00, Cost: 1566.30, Comm 3.66\n",
      "2013-02-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-20T00:00:00, BUY EXECUTED, Price: 205.40, Cost: 205.40, Comm 0.51\n",
      "2013-02-20T00:00:00, BUY EXECUTED, Price: 102.00, Cost: 204.00, Comm 0.51\n",
      "2013-02-20T00:00:00, BUY EXECUTED, Price: 292.45, Cost: 1462.25, Comm 3.66\n",
      "2013-02-20T00:00:00, SELL EXECUTED, Price: 411.30, Cost: 395.95, Comm 1.03\n",
      "2013-02-20T00:00:00, SELL EXECUTED, Price: 411.30, Cost: 395.95, Comm 1.03\n",
      "2013-02-20T00:00:00, BUY EXECUTED, Price: 292.45, Cost: 1462.25, Comm 3.66\n",
      "2013-02-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-25T00:00:00, BUY EXECUTED, Price: 202.40, Cost: 1012.00, Comm 2.53\n",
      "2013-02-25T00:00:00, BUY EXECUTED, Price: 101.40, Cost: 101.40, Comm 0.25\n",
      "2013-02-25T00:00:00, SELL EXECUTED, Price: 290.40, Cost: 1556.00, Comm 3.63\n",
      "2013-02-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-02-27T00:00:00, BUY EXECUTED, Price: 106.15, Cost: 1592.25, Comm 3.98\n",
      "2013-02-27T00:00:00, SELL EXECUTED, Price: 201.25, Cost: 213.23, Comm 0.50\n",
      "2013-02-27T00:00:00, BUY EXECUTED, Price: 280.40, Cost: 280.40, Comm 0.70\n",
      "2013-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-04T00:00:00, BUY EXECUTED, Price: 267.35, Cost: 534.70, Comm 1.34\n",
      "2013-03-04T00:00:00, BUY EXECUTED, Price: 252.04, Cost: 1764.28, Comm 4.41\n",
      "2013-03-04T00:00:00, BUY EXECUTED, Price: 252.04, Cost: 1764.28, Comm 4.41\n",
      "2013-03-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-06T00:00:00, BUY EXECUTED, Price: 264.15, Cost: 1056.60, Comm 2.64\n",
      "2013-03-06T00:00:00, SELL EXECUTED, Price: 124.19, Cost: 242.24, Comm 0.62\n",
      "2013-03-06T00:00:00, BUY EXECUTED, Price: 43.85, Cost: 1008.55, Comm 2.52\n",
      "2013-03-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-11T00:00:00, BUY EXECUTED, Price: 150.65, Cost: 451.95, Comm 1.13\n",
      "2013-03-11T00:00:00, BUY EXECUTED, Price: 100.05, Cost: 300.15, Comm 0.75\n",
      "2013-03-11T00:00:00, SELL EXECUTED, Price: 260.36, Cost: 1727.03, Comm 3.91\n",
      "2013-03-13T00:00:00, SELL EXECUTED, Price: 276.05, Cost: 308.22, Comm 0.69\n",
      "2013-03-18T00:00:00, BUY EXECUTED, Price: 248.81, Cost: 248.81, Comm 0.62\n",
      "2013-03-18T00:00:00, BUY EXECUTED, Price: 40.35, Cost: 1936.80, Comm 4.84\n",
      "2013-03-20T00:00:00, BUY EXECUTED, Price: 37.75, Cost: 1396.75, Comm 3.49\n",
      "2013-03-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-25T00:00:00, BUY EXECUTED, Price: 254.05, Cost: 508.10, Comm 1.27\n",
      "2013-03-25T00:00:00, BUY EXECUTED, Price: 38.20, Cost: 305.60, Comm 0.76\n",
      "2013-03-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-03-28T00:00:00, BUY EXECUTED, Price: 249.05, Cost: 249.05, Comm 0.62\n",
      "2013-03-28T00:00:00, BUY EXECUTED, Price: 34.15, Cost: 1536.75, Comm 3.84\n",
      "2013-04-03T00:00:00, BUY EXECUTED, Price: 247.00, Cost: 988.00, Comm 2.47\n",
      "2013-04-03T00:00:00, BUY EXECUTED, Price: 35.00, Cost: 630.00, Comm 1.57\n",
      "2013-04-03T00:00:00, BUY EXECUTED, Price: 35.00, Cost: 630.00, Comm 1.57\n",
      "2013-04-08T00:00:00, SELL EXECUTED, Price: 34.50, Cost: 259.43, Comm 0.35\n",
      "2013-04-10T00:00:00, SELL EXECUTED, Price: 33.70, Cost: 64.86, Comm 0.08\n",
      "2013-04-10T00:00:00, SELL EXECUTED, Price: 115.65, Cost: 103.45, Comm 0.29\n",
      "2013-04-15T00:00:00, SELL EXECUTED, Price: 33.65, Cost: 324.28, Comm 0.42\n",
      "2013-04-15T00:00:00, SELL EXECUTED, Price: 33.65, Cost: 324.28, Comm 0.42\n",
      "2013-04-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-04-17T00:00:00, BUY EXECUTED, Price: 33.70, Cost: 404.40, Comm 1.01\n",
      "2013-04-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-04-25T00:00:00, SELL EXECUTED, Price: 410.28, Cost: 791.90, Comm 2.05\n",
      "2013-04-25T00:00:00, SELL EXECUTED, Price: 35.30, Cost: 1674.15, Comm 2.29\n",
      "2013-04-25T00:00:00, BUY EXECUTED, Price: 67.25, Cost: 1008.75, Comm 2.52\n",
      "2013-04-25T00:00:00, SELL EXECUTED, Price: 171.50, Cost: 2074.61, Comm 5.57\n",
      "2013-04-29T00:00:00, BUY EXECUTED, Price: 186.00, Cost: 2232.00, Comm 5.58\n",
      "2013-04-29T00:00:00, BUY EXECUTED, Price: 245.20, Cost: 490.40, Comm 1.23\n",
      "2013-04-29T00:00:00, BUY EXECUTED, Price: 408.33, Cost: 408.33, Comm 1.02\n",
      "2013-04-29T00:00:00, BUY EXECUTED, Price: 165.50, Cost: 993.00, Comm 2.48\n",
      "2013-05-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-02T00:00:00, SELL EXECUTED, Price: 174.00, Cost: 799.00, Comm 2.18\n",
      "2013-05-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-06T00:00:00, BUY EXECUTED, Price: 243.15, Cost: 486.30, Comm 1.22\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2013-05-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-08T00:00:00, BUY EXECUTED, Price: 186.00, Cost: 372.00, Comm 0.93\n",
      "2013-05-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-20T00:00:00, SELL EXECUTED, Price: 56.96, Cost: 1981.53, Comm 6.27\n",
      "2013-05-20T00:00:00, BUY EXECUTED, Price: 170.62, Cost: 511.86, Comm 1.28\n",
      "2013-05-22T00:00:00, BUY EXECUTED, Price: 96.00, Cost: 768.00, Comm 1.92\n",
      "2013-05-22T00:00:00, SELL EXECUTED, Price: 264.13, Cost: 1437.42, Comm 3.30\n",
      "2013-05-22T00:00:00, BUY EXECUTED, Price: 34.80, Cost: 696.00, Comm 1.74\n",
      "2013-05-22T00:00:00, BUY EXECUTED, Price: 89.75, Cost: 897.50, Comm 2.24\n",
      "2013-05-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-05-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-03T00:00:00, SELL EXECUTED, Price: 4250.00, Cost: 25760.40, Comm 85.00\n",
      "2013-06-03T00:00:00, BUY EXECUTED, Price: 88.00, Cost: 1936.00, Comm 4.84\n",
      "2013-06-03T00:00:00, BUY EXECUTED, Price: 85.88, Cost: 4723.40, Comm 11.81\n",
      "2013-06-03T00:00:00, BUY EXECUTED, Price: 235.35, Cost: 1176.75, Comm 2.94\n",
      "2013-06-03T00:00:00, BUY EXECUTED, Price: 165.05, Cost: 660.20, Comm 1.65\n",
      "2013-06-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-05T00:00:00, BUY EXECUTED, Price: 88.00, Cost: 176.00, Comm 0.44\n",
      "2013-06-05T00:00:00, SELL EXECUTED, Price: 87.69, Cost: 290.74, Comm 0.66\n",
      "2013-06-05T00:00:00, BUY EXECUTED, Price: 227.35, Cost: 682.05, Comm 1.71\n",
      "2013-06-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-10T00:00:00, BUY EXECUTED, Price: 86.40, Cost: 86.40, Comm 0.22\n",
      "2013-06-10T00:00:00, BUY EXECUTED, Price: 216.00, Cost: 1080.00, Comm 2.70\n",
      "2013-06-10T00:00:00, BUY EXECUTED, Price: 32.50, Cost: 1462.50, Comm 3.66\n",
      "2013-06-12T00:00:00, BUY EXECUTED, Price: 204.55, Cost: 1022.75, Comm 2.56\n",
      "2013-06-12T00:00:00, BUY EXECUTED, Price: 30.10, Cost: 1023.40, Comm 2.56\n",
      "2013-06-12T00:00:00, BUY EXECUTED, Price: 79.47, Cost: 2304.63, Comm 5.76\n",
      "2013-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-17T00:00:00, SELL EXECUTED, Price: 210.95, Cost: 1455.04, Comm 2.64\n",
      "2013-06-17T00:00:00, BUY EXECUTED, Price: 29.75, Cost: 535.50, Comm 1.34\n",
      "2013-06-17T00:00:00, BUY EXECUTED, Price: 78.21, Cost: 156.42, Comm 0.39\n",
      "2013-06-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-19T00:00:00, BUY EXECUTED, Price: 82.58, Cost: 330.32, Comm 0.83\n",
      "2013-06-19T00:00:00, BUY EXECUTED, Price: 209.10, Cost: 418.20, Comm 1.05\n",
      "2013-06-19T00:00:00, BUY EXECUTED, Price: 29.40, Cost: 264.60, Comm 0.66\n",
      "2013-06-19T00:00:00, BUY EXECUTED, Price: 29.40, Cost: 264.60, Comm 0.66\n",
      "2013-06-24T00:00:00, SELL EXECUTED, Price: 108.90, Cost: 1680.79, Comm 5.17\n",
      "2013-06-24T00:00:00, BUY EXECUTED, Price: 61.02, Cost: 1281.42, Comm 3.20\n",
      "2013-06-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-06-26T00:00:00, BUY EXECUTED, Price: 103.50, Cost: 517.50, Comm 1.29\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-01T00:00:00, BUY EXECUTED, Price: 107.40, Cost: 214.80, Comm 0.54\n",
      "2013-07-01T00:00:00, SELL EXECUTED, Price: 85.35, Cost: 512.50, Comm 1.07\n",
      "2013-07-01T00:00:00, BUY EXECUTED, Price: 191.30, Cost: 1721.70, Comm 4.30\n",
      "2013-07-08T00:00:00, BUY EXECUTED, Price: 85.95, Cost: 85.95, Comm 0.21\n",
      "2013-07-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-07-15T00:00:00, SELL EXECUTED, Price: 197.15, Cost: 283.26, Comm 0.49\n",
      "2013-07-15T00:00:00, BUY EXECUTED, Price: 99.90, Cost: 2897.10, Comm 7.24\n",
      "2013-07-17T00:00:00, SELL EXECUTED, Price: 452.71, Cost: 26541.03, Comm 75.83\n",
      "2013-07-17T00:00:00, BUY EXECUTED, Price: 10.28, Cost: 27139.20, Comm 67.85\n",
      "2013-07-22T00:00:00, BUY EXECUTED, Price: 100.00, Cost: 1100.00, Comm 2.75\n",
      "2013-07-24T00:00:00, SELL EXECUTED, Price: 149.98, Cost: 306.30, Comm 0.75\n",
      "2013-07-24T00:00:00, BUY EXECUTED, Price: 100.45, Cost: 200.90, Comm 0.50\n",
      "2013-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-08-05T00:00:00, BUY EXECUTED, Price: 166.15, Cost: 2658.40, Comm 6.65\n",
      "2013-08-05T00:00:00, BUY EXECUTED, Price: 25.60, Cost: 2432.00, Comm 6.08\n",
      "2013-08-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-08-07T00:00:00, BUY EXECUTED, Price: 86.30, Cost: 3193.10, Comm 7.98\n",
      "2013-08-07T00:00:00, BUY EXECUTED, Price: 209.26, Cost: 2511.12, Comm 6.28\n",
      "2013-08-07T00:00:00, BUY EXECUTED, Price: 68.03, Cost: 1360.60, Comm 3.40\n",
      "2013-08-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-08-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-08-14T00:00:00, BUY EXECUTED, Price: 136.72, Cost: 1230.48, Comm 3.08\n",
      "2013-08-14T00:00:00, BUY EXECUTED, Price: 212.86, Cost: 1277.16, Comm 3.19\n",
      "2013-08-19T00:00:00, SELL EXECUTED, Price: 227.65, Cost: 26740.15, Comm 95.04\n",
      "2013-08-19T00:00:00, SELL EXECUTED, Price: 132.40, Cost: 152.39, Comm 0.33\n",
      "2013-08-21T00:00:00, BUY EXECUTED, Price: 128.00, Cost: 896.00, Comm 2.24\n",
      "2013-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-08-26T00:00:00, BUY EXECUTED, Price: 44.85, Cost: 27044.55, Comm 67.61\n",
      "2013-08-28T00:00:00, BUY EXECUTED, Price: 42.45, Cost: 254.70, Comm 0.64\n",
      "2013-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-02T00:00:00, BUY EXECUTED, Price: 40.00, Cost: 1840.00, Comm 4.60\n",
      "2013-09-02T00:00:00, BUY EXECUTED, Price: 197.50, Cost: 1777.50, Comm 4.44\n",
      "2013-09-04T00:00:00, BUY EXECUTED, Price: 129.00, Cost: 129.00, Comm 0.32\n",
      "2013-09-04T00:00:00, BUY EXECUTED, Price: 40.00, Cost: 360.00, Comm 0.90\n",
      "2013-09-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-10T00:00:00, BUY EXECUTED, Price: 130.60, Cost: 391.80, Comm 0.98\n",
      "2013-09-10T00:00:00, BUY EXECUTED, Price: 196.00, Cost: 784.00, Comm 1.96\n",
      "2013-09-10T00:00:00, BUY EXECUTED, Price: 68.76, Cost: 1925.28, Comm 4.81\n",
      "2013-09-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-11T00:00:00, SELL EXECUTED, Price: 131.20, Cost: 151.12, Comm 0.33\n",
      "2013-09-11T00:00:00, SELL EXECUTED, Price: 41.35, Cost: 888.53, Comm 2.07\n",
      "2013-09-11T00:00:00, BUY EXECUTED, Price: 58.85, Cost: 1824.35, Comm 4.56\n",
      "2013-09-11T00:00:00, SELL EXECUTED, Price: 70.74, Cost: 539.06, Comm 1.06\n",
      "2013-09-16T00:00:00, BUY EXECUTED, Price: 193.32, Cost: 1353.24, Comm 3.38\n",
      "2013-09-16T00:00:00, BUY EXECUTED, Price: 59.50, Cost: 178.50, Comm 0.45\n",
      "2013-09-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-18T00:00:00, SELL EXECUTED, Price: 192.47, Cost: 529.91, Comm 0.96\n",
      "2013-09-18T00:00:00, SELL EXECUTED, Price: 122.00, Cost: 363.35, Comm 0.91\n",
      "2013-09-18T00:00:00, SELL EXECUTED, Price: 58.70, Cost: 142.37, Comm 0.29\n",
      "2013-09-18T00:00:00, SELL EXECUTED, Price: 89.00, Cost: 4218.26, Comm 9.57\n",
      "2013-09-23T00:00:00, SELL EXECUTED, Price: 195.25, Cost: 264.96, Comm 0.49\n",
      "2013-09-23T00:00:00, SELL EXECUTED, Price: 14.50, Cost: 8080.08, Comm 28.49\n",
      "2013-09-23T00:00:00, BUY EXECUTED, Price: 94.15, Cost: 1600.55, Comm 4.00\n",
      "2013-09-25T00:00:00, BUY EXECUTED, Price: 178.00, Cost: 1602.00, Comm 4.00\n",
      "2013-09-25T00:00:00, SELL EXECUTED, Price: 15.00, Cost: 503.72, Comm 1.84\n",
      "2013-09-25T00:00:00, SELL EXECUTED, Price: 95.45, Cost: 614.37, Comm 1.43\n",
      "2013-09-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-09-30T00:00:00, BUY EXECUTED, Price: 175.00, Cost: 1225.00, Comm 3.06\n",
      "2013-09-30T00:00:00, BUY EXECUTED, Price: 14.95, Cost: 672.75, Comm 1.68\n",
      "2013-09-30T00:00:00, SELL EXECUTED, Price: 97.15, Cost: 511.98, Comm 1.21\n",
      "2013-10-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-10-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2013-10-03T00:00:00, BUY EXECUTED, Price: 175.50, Cost: 526.50, Comm 1.32\n",
      "2013-10-07T00:00:00, BUY EXECUTED, Price: 176.00, Cost: 176.00, Comm 0.44\n",
      "2013-10-07T00:00:00, BUY EXECUTED, Price: 98.65, Cost: 394.60, Comm 0.99\n",
      "2013-10-14T00:00:00, BUY EXECUTED, Price: 135.60, Cost: 406.80, Comm 1.02\n",
      "2013-10-14T00:00:00, SELL EXECUTED, Price: 192.45, Cost: 2047.23, Comm 3.85\n",
      "2013-10-14T00:00:00, BUY EXECUTED, Price: 15.40, Cost: 15.40, Comm 0.04\n",
      "2013-10-14T00:00:00, BUY EXECUTED, Price: 96.30, Cost: 288.90, Comm 0.72\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2013-10-17T00:00:00, SELL EXECUTED, Price: 267.00, Cost: 41182.10, Comm 101.46\n",
      "2013-10-17T00:00:00, BUY EXECUTED, Price: 133.90, Cost: 267.80, Comm 0.67\n",
      "2013-10-17T00:00:00, BUY EXECUTED, Price: 97.00, Cost: 194.00, Comm 0.48\n",
      "2013-10-21T00:00:00, BUY EXECUTED, Price: 134.40, Cost: 268.80, Comm 0.67\n",
      "2013-10-21T00:00:00, BUY EXECUTED, Price: 185.00, Cost: 555.00, Comm 1.39\n",
      "2013-10-21T00:00:00, BUY EXECUTED, Price: 15.22, Cost: 182.64, Comm 0.46\n",
      "2013-10-21T00:00:00, BUY EXECUTED, Price: 94.65, Cost: 567.90, Comm 1.42\n",
      "2013-10-23T00:00:00, BUY EXECUTED, Price: 133.20, Cost: 399.60, Comm 1.00\n",
      "2013-10-23T00:00:00, BUY EXECUTED, Price: 183.12, Cost: 366.24, Comm 0.92\n",
      "2013-10-23T00:00:00, BUY EXECUTED, Price: 14.97, Cost: 464.07, Comm 1.16\n",
      "2013-10-23T00:00:00, BUY EXECUTED, Price: 95.65, Cost: 382.60, Comm 0.96\n",
      "2013-10-28T00:00:00, BUY EXECUTED, Price: 1350.00, Cost: 1350.00, Comm 3.38\n",
      "2013-10-28T00:00:00, SELL EXECUTED, Price: 133.00, Cost: 150.33, Comm 0.33\n",
      "2013-10-30T00:00:00, BUY EXECUTED, Price: 132.00, Cost: 528.00, Comm 1.32\n",
      "2013-10-30T00:00:00, SELL EXECUTED, Price: 98.20, Cost: 1844.03, Comm 4.42\n",
      "2013-10-30T00:00:00, BUY EXECUTED, Price: 55.37, Cost: 1052.03, Comm 2.63\n",
      "2013-11-05T00:00:00, SELL EXECUTED, Price: 219.20, Cost: 4003.04, Comm 10.41\n",
      "2013-11-05T00:00:00, BUY EXECUTED, Price: 188.05, Cost: 188.05, Comm 0.47\n",
      "2013-11-06T00:00:00, BUY EXECUTED, Price: 183.85, Cost: 367.70, Comm 0.92\n",
      "2013-11-06T00:00:00, BUY EXECUTED, Price: 94.25, Cost: 377.00, Comm 0.94\n",
      "2013-11-11T00:00:00, BUY EXECUTED, Price: 217.00, Cost: 217.00, Comm 0.54\n",
      "2013-11-11T00:00:00, BUY EXECUTED, Price: 178.00, Cost: 712.00, Comm 1.78\n",
      "2013-11-11T00:00:00, BUY EXECUTED, Price: 94.00, Cost: 282.00, Comm 0.70\n",
      "2013-11-13T00:00:00, BUY EXECUTED, Price: 177.50, Cost: 177.50, Comm 0.44\n",
      "2013-11-13T00:00:00, BUY EXECUTED, Price: 177.33, Cost: 886.65, Comm 2.22\n",
      "2013-11-13T00:00:00, BUY EXECUTED, Price: 93.90, Cost: 187.80, Comm 0.47\n",
      "2013-11-25T00:00:00, BUY EXECUTED, Price: 53.42, Cost: 1121.82, Comm 2.80\n",
      "2013-11-25T00:00:00, BUY EXECUTED, Price: 74.40, Cost: 223.20, Comm 0.56\n",
      "2013-11-25T00:00:00, BUY EXECUTED, Price: 28.45, Cost: 29417.30, Comm 73.54\n",
      "2013-11-27T00:00:00, BUY EXECUTED, Price: 25.80, Cost: 2476.80, Comm 6.19\n",
      "2013-11-27T00:00:00, SELL EXECUTED, Price: 53.82, Cost: 182.93, Comm 0.54\n",
      "2013-11-27T00:00:00, BUY EXECUTED, Price: 90.00, Cost: 540.00, Comm 1.35\n",
      "2013-12-02T00:00:00, SELL EXECUTED, Price: 26.20, Cost: 705.62, Comm 1.64\n",
      "2013-12-02T00:00:00, BUY EXECUTED, Price: 169.95, Cost: 2209.35, Comm 5.52\n",
      "2013-12-02T00:00:00, BUY EXECUTED, Price: 91.80, Cost: 275.40, Comm 0.69\n",
      "2013-12-09T00:00:00, SELL EXECUTED, Price: 27.25, Cost: 790.30, Comm 1.91\n",
      "2013-12-11T00:00:00, BUY EXECUTED, Price: 166.95, Cost: 500.85, Comm 1.25\n",
      "2013-12-11T00:00:00, BUY EXECUTED, Price: 54.01, Cost: 378.07, Comm 0.95\n",
      "2013-12-11T00:00:00, BUY EXECUTED, Price: 90.95, Cost: 363.80, Comm 0.91\n",
      "2013-12-16T00:00:00, SELL EXECUTED, Price: 163.25, Cost: 727.97, Comm 1.22\n",
      "2013-12-16T00:00:00, BUY EXECUTED, Price: 60.67, Cost: 910.05, Comm 2.28\n",
      "2013-12-16T00:00:00, SELL EXECUTED, Price: 90.30, Cost: 303.96, Comm 0.68\n",
      "2013-12-18T00:00:00, BUY EXECUTED, Price: 162.05, Cost: 162.05, Comm 0.41\n",
      "2013-12-18T00:00:00, BUY EXECUTED, Price: 52.02, Cost: 520.20, Comm 1.30\n",
      "2013-12-18T00:00:00, BUY EXECUTED, Price: 15.00, Cost: 450.00, Comm 1.12\n",
      "2013-12-18T00:00:00, BUY EXECUTED, Price: 58.75, Cost: 881.25, Comm 2.20\n",
      "2013-12-23T00:00:00, SELL EXECUTED, Price: 102.20, Cost: 614.68, Comm 1.53\n",
      "2013-12-23T00:00:00, SELL EXECUTED, Price: 167.00, Cost: 242.20, Comm 0.42\n",
      "2013-12-23T00:00:00, SELL EXECUTED, Price: 53.46, Cost: 367.63, Comm 1.07\n",
      "2013-12-23T00:00:00, SELL EXECUTED, Price: 15.30, Cost: 52.86, Comm 0.19\n",
      "2013-12-23T00:00:00, SELL EXECUTED, Price: 60.17, Cost: 352.38, Comm 0.75\n",
      "2013-12-23T00:00:00, BUY EXECUTED, Price: 71.90, Cost: 7046.20, Comm 17.62\n",
      "2013-12-26T00:00:00, SELL EXECUTED, Price: 159.80, Cost: 32397.06, Comm 86.29\n",
      "2013-12-26T00:00:00, BUY EXECUTED, Price: 15.10, Cost: 286.90, Comm 0.72\n",
      "2013-12-26T00:00:00, SELL EXECUTED, Price: 78.10, Cost: 3869.26, Comm 8.01\n",
      "2013-12-26T00:00:00, BUY EXECUTED, Price: 33.57, Cost: 29239.47, Comm 73.10\n",
      "2013-12-30T00:00:00, SELL EXECUTED, Price: 160.40, Cost: 26524.86, Comm 87.82\n",
      "2013-12-30T00:00:00, BUY EXECUTED, Price: 33.83, Cost: 338.30, Comm 0.85\n",
      "2013-12-30T00:00:00, BUY EXECUTED, Price: 167.70, Cost: 335.40, Comm 0.84\n",
      "2013-12-30T00:00:00, BUY EXECUTED, Price: 53.40, Cost: 747.60, Comm 1.87\n",
      "2013-12-30T00:00:00, BUY EXECUTED, Price: 60.77, Cost: 303.85, Comm 0.76\n",
      "2013-12-30T00:00:00, BUY EXECUTED, Price: 77.80, Cost: 622.40, Comm 1.56\n",
      "2014-01-01T00:00:00, BUY EXECUTED, Price: 103.80, Cost: 622.80, Comm 1.56\n",
      "2014-01-01T00:00:00, BUY EXECUTED, Price: 166.90, Cost: 500.70, Comm 1.25\n",
      "2014-01-01T00:00:00, BUY EXECUTED, Price: 77.20, Cost: 77.20, Comm 0.19\n",
      "2014-01-06T00:00:00, SELL EXECUTED, Price: 34.17, Cost: 604.31, Comm 1.54\n",
      "2014-01-06T00:00:00, SELL EXECUTED, Price: 185.33, Cost: 384.73, Comm 0.93\n",
      "2014-01-06T00:00:00, SELL EXECUTED, Price: 77.00, Cost: 375.92, Comm 0.77\n",
      "2014-01-08T00:00:00, SELL EXECUTED, Price: 78.80, Cost: 375.92, Comm 0.79\n",
      "2014-01-08T00:00:00, SELL EXECUTED, Price: 77.20, Cost: 358.89, Comm 0.77\n",
      "2014-01-13T00:00:00, BUY EXECUTED, Price: 33.00, Cost: 1287.00, Comm 3.22\n",
      "2014-01-13T00:00:00, BUY EXECUTED, Price: 99.00, Cost: 792.00, Comm 1.98\n",
      "2014-01-13T00:00:00, BUY EXECUTED, Price: 76.05, Cost: 1064.70, Comm 2.66\n",
      "2014-01-15T00:00:00, BUY EXECUTED, Price: 99.55, Cost: 298.65, Comm 0.75\n",
      "2014-01-15T00:00:00, BUY EXECUTED, Price: 75.17, Cost: 1052.38, Comm 2.63\n",
      "2014-01-20T00:00:00, BUY EXECUTED, Price: 57.17, Cost: 1543.59, Comm 3.86\n",
      "2014-01-22T00:00:00, BUY EXECUTED, Price: 56.52, Cost: 678.24, Comm 1.70\n",
      "2014-01-22T00:00:00, BUY EXECUTED, Price: 74.02, Cost: 296.08, Comm 0.74\n",
      "2014-01-22T00:00:00, BUY EXECUTED, Price: 102.55, Cost: 29534.40, Comm 73.84\n",
      "2014-01-27T00:00:00, BUY EXECUTED, Price: 32.40, Cost: 97.20, Comm 0.24\n",
      "2014-01-27T00:00:00, BUY EXECUTED, Price: 104.50, Cost: 209.00, Comm 0.52\n",
      "2014-01-27T00:00:00, SELL EXECUTED, Price: 102.35, Cost: 307.65, Comm 0.77\n",
      "2014-01-27T00:00:00, BUY EXECUTED, Price: 55.00, Cost: 330.00, Comm 0.82\n",
      "2014-01-27T00:00:00, BUY EXECUTED, Price: 72.57, Cost: 217.71, Comm 0.54\n",
      "2014-01-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-01-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-01-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-01-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-01-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-01-29T00:00:00, BUY EXECUTED, Price: 49.41, Cost: 1136.43, Comm 2.84\n",
      "2014-01-29T00:00:00, BUY EXECUTED, Price: 52.25, Cost: 783.75, Comm 1.96\n",
      "2014-02-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-03T00:00:00, BUY EXECUTED, Price: 30.97, Cost: 216.79, Comm 0.54\n",
      "2014-02-03T00:00:00, BUY EXECUTED, Price: 198.50, Cost: 1389.50, Comm 3.47\n",
      "2014-02-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-05T00:00:00, BUY EXECUTED, Price: 30.73, Cost: 245.84, Comm 0.61\n",
      "2014-02-05T00:00:00, BUY EXECUTED, Price: 97.50, Cost: 292.50, Comm 0.73\n",
      "2014-02-05T00:00:00, SELL EXECUTED, Price: 32.90, Cost: 8277.25, Comm 12.09\n",
      "2014-02-10T00:00:00, BUY EXECUTED, Price: 30.31, Cost: 545.58, Comm 1.36\n",
      "2014-02-10T00:00:00, BUY EXECUTED, Price: 200.00, Cost: 400.00, Comm 1.00\n",
      "2014-02-10T00:00:00, BUY EXECUTED, Price: 32.90, Cost: 460.60, Comm 1.15\n",
      "2014-02-10T00:00:00, BUY EXECUTED, Price: 30.31, Cost: 545.58, Comm 1.36\n",
      "2014-02-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-12T00:00:00, BUY EXECUTED, Price: 202.10, Cost: 404.20, Comm 1.01\n",
      "2014-02-12T00:00:00, BUY EXECUTED, Price: 33.00, Cost: 264.00, Comm 0.66\n",
      "2014-02-17T00:00:00, SELL EXECUTED, Price: 33.10, Cost: 222.90, Comm 0.33\n",
      "2014-02-19T00:00:00, SELL EXECUTED, Price: 47.50, Cost: 1466.08, Comm 3.92\n",
      "2014-02-19T00:00:00, BUY EXECUTED, Price: 32.10, Cost: 353.10, Comm 0.88\n",
      "2014-02-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-24T00:00:00, BUY EXECUTED, Price: 46.55, Cost: 93.10, Comm 0.23\n",
      "2014-02-24T00:00:00, BUY EXECUTED, Price: 32.00, Cost: 96.00, Comm 0.24\n",
      "2014-02-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-02-26T00:00:00, BUY EXECUTED, Price: 95.70, Cost: 1339.80, Comm 3.35\n",
      "2014-02-26T00:00:00, BUY EXECUTED, Price: 46.35, Cost: 741.60, Comm 1.85\n",
      "2014-02-26T00:00:00, BUY EXECUTED, Price: 32.55, Cost: 325.50, Comm 0.81\n",
      "2014-03-03T00:00:00, BUY EXECUTED, Price: 94.00, Cost: 564.00, Comm 1.41\n",
      "2014-03-03T00:00:00, SELL EXECUTED, Price: 46.30, Cost: 133.45, Comm 0.35\n",
      "2014-03-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-03-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2014-03-05T00:00:00, BUY EXECUTED, Price: 91.20, Cost: 364.80, Comm 0.91\n",
      "2014-03-05T00:00:00, BUY EXECUTED, Price: 94.45, Cost: 850.05, Comm 2.13\n",
      "2014-03-10T00:00:00, SELL EXECUTED, Price: 1657.00, Cost: 4238.57, Comm 12.43\n",
      "2014-03-10T00:00:00, SELL EXECUTED, Price: 96.85, Cost: 356.89, Comm 0.97\n",
      "2014-03-10T00:00:00, BUY EXECUTED, Price: 94.60, Cost: 378.40, Comm 0.95\n",
      "2014-03-10T00:00:00, SELL EXECUTED, Price: 77.60, Cost: 653.35, Comm 1.36\n",
      "2014-03-12T00:00:00, BUY EXECUTED, Price: 94.75, Cost: 663.25, Comm 1.66\n",
      "2014-03-12T00:00:00, BUY EXECUTED, Price: 78.15, Cost: 312.60, Comm 0.78\n",
      "2014-03-18T00:00:00, BUY EXECUTED, Price: 94.70, Cost: 189.40, Comm 0.47\n",
      "2014-03-18T00:00:00, BUY EXECUTED, Price: 76.50, Cost: 382.50, Comm 0.96\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2014-03-19T00:00:00, BUY EXECUTED, Price: 76.95, Cost: 76.95, Comm 0.19\n",
      "2014-03-22T00:00:00, SELL EXECUTED, Price: 56.60, Cost: 26652.83, Comm 81.50\n",
      "2014-03-22T00:00:00, SELL EXECUTED, Price: 99.17, Cost: 1837.31, Comm 4.71\n",
      "2014-03-22T00:00:00, SELL EXECUTED, Price: 21.15, Cost: 5477.99, Comm 27.28\n",
      "2014-03-22T00:00:00, BUY EXECUTED, Price: 75.25, Cost: 376.25, Comm 0.94\n",
      "2014-03-26T00:00:00, BUY EXECUTED, Price: 92.90, Cost: 650.30, Comm 1.63\n",
      "2014-03-26T00:00:00, BUY EXECUTED, Price: 28.15, Cost: 168.90, Comm 0.42\n",
      "2014-03-26T00:00:00, SELL EXECUTED, Price: 121.40, Cost: 4904.95, Comm 15.18\n",
      "2014-03-31T00:00:00, BUY EXECUTED, Price: 123.00, Cost: 615.00, Comm 1.54\n",
      "2014-03-31T00:00:00, BUY EXECUTED, Price: 407.44, Cost: 31372.88, Comm 78.43\n",
      "2014-04-02T00:00:00, SELL EXECUTED, Price: 38.00, Cost: 31911.45, Comm 90.82\n",
      "2014-04-02T00:00:00, BUY EXECUTED, Price: 28.85, Cost: 1413.65, Comm 3.53\n",
      "2014-04-02T00:00:00, BUY EXECUTED, Price: 21.40, Cost: 1540.80, Comm 3.85\n",
      "2014-04-07T00:00:00, BUY EXECUTED, Price: 102.35, Cost: 1637.60, Comm 4.09\n",
      "2014-04-07T00:00:00, BUY EXECUTED, Price: 409.02, Cost: 409.02, Comm 1.02\n",
      "2014-04-07T00:00:00, BUY EXECUTED, Price: 21.20, Cost: 42.40, Comm 0.11\n",
      "2014-04-15T00:00:00, SELL EXECUTED, Price: 217.20, Cost: 42978.42, Comm 97.20\n",
      "2014-04-15T00:00:00, SELL EXECUTED, Price: 115.40, Cost: 36802.59, Comm 114.53\n",
      "2014-04-15T00:00:00, BUY EXECUTED, Price: 413.26, Cost: 1653.04, Comm 4.13\n",
      "2014-04-16T00:00:00, BUY EXECUTED, Price: 5660.00, Cost: 28300.00, Comm 70.75\n",
      "2014-04-23T00:00:00, SELL EXECUTED, Price: 35.70, Cost: 31980.73, Comm 101.03\n",
      "2014-04-23T00:00:00, SELL EXECUTED, Price: 145.03, Cost: 25237.85, Comm 92.82\n",
      "2014-04-23T00:00:00, BUY EXECUTED, Price: 393.64, Cost: 1180.92, Comm 2.95\n",
      "2014-05-07T00:00:00, SELL EXECUTED, Price: 116.00, Cost: 102.55, Comm 0.29\n",
      "2014-05-07T00:00:00, BUY EXECUTED, Price: 77.80, Cost: 1867.20, Comm 4.67\n",
      "2014-05-14T00:00:00, BUY EXECUTED, Price: 1715.00, Cost: 1715.00, Comm 4.29\n",
      "2014-05-14T00:00:00, BUY EXECUTED, Price: 119.00, Cost: 357.00, Comm 0.89\n",
      "2014-05-19T00:00:00, BUY EXECUTED, Price: 21.00, Cost: 3360.00, Comm 8.40\n",
      "2014-05-21T00:00:00, SELL EXECUTED, Price: 118.69, Cost: 30744.49, Comm 94.06\n",
      "2014-05-21T00:00:00, SELL EXECUTED, Price: 264.07, Cost: 30586.29, Comm 104.97\n",
      "2014-05-21T00:00:00, SELL EXECUTED, Price: 98.00, Cost: 37528.28, Comm 104.12\n",
      "2014-05-26T00:00:00, BUY EXECUTED, Price: 380.86, Cost: 4189.46, Comm 10.47\n",
      "2014-05-26T00:00:00, BUY EXECUTED, Price: 6055.00, Cost: 6055.00, Comm 15.14\n",
      "2014-05-28T00:00:00, SELL EXECUTED, Price: 135.00, Cost: 2259.88, Comm 7.42\n",
      "2014-05-28T00:00:00, BUY EXECUTED, Price: 21.00, Cost: 903.00, Comm 2.26\n",
      "2014-05-28T00:00:00, BUY EXECUTED, Price: 2340.00, Cost: 35100.00, Comm 87.75\n",
      "2014-06-02T00:00:00, BUY EXECUTED, Price: 1744.00, Cost: 1744.00, Comm 4.36\n",
      "2014-06-02T00:00:00, BUY EXECUTED, Price: 367.16, Cost: 734.32, Comm 1.84\n",
      "2014-06-02T00:00:00, BUY EXECUTED, Price: 21.00, Cost: 525.00, Comm 1.31\n",
      "2014-06-04T00:00:00, BUY EXECUTED, Price: 21.00, Cost: 504.00, Comm 1.26\n",
      "2014-06-09T00:00:00, BUY EXECUTED, Price: 1790.00, Cost: 1790.00, Comm 4.48\n",
      "2014-06-09T00:00:00, BUY EXECUTED, Price: 372.80, Cost: 372.80, Comm 0.93\n",
      "2014-07-02T00:00:00, BUY EXECUTED, Price: 258.65, Cost: 2069.20, Comm 5.17\n",
      "2014-07-02T00:00:00, BUY EXECUTED, Price: 485.00, Cost: 38800.00, Comm 97.00\n",
      "2014-07-09T00:00:00, SELL EXECUTED, Price: 2162.30, Cost: 30680.43, Comm 113.52\n",
      "2014-07-09T00:00:00, BUY EXECUTED, Price: 248.60, Cost: 1740.20, Comm 4.35\n",
      "2014-07-09T00:00:00, BUY EXECUTED, Price: 471.00, Cost: 471.00, Comm 1.18\n",
      "2014-07-14T00:00:00, BUY EXECUTED, Price: 460.00, Cost: 460.00, Comm 1.15\n",
      "2014-07-16T00:00:00, SELL EXECUTED, Price: 475.00, Cost: 484.52, Comm 1.19\n",
      "2014-07-21T00:00:00, SELL EXECUTED, Price: 81.00, Cost: 27845.89, Comm 126.77\n",
      "2014-07-21T00:00:00, BUY EXECUTED, Price: 476.92, Cost: 476.92, Comm 1.19\n",
      "2014-07-23T00:00:00, SELL EXECUTED, Price: 8090.00, Cost: 34355.00, Comm 121.35\n",
      "2014-08-04T00:00:00, BUY EXECUTED, Price: 464.00, Cost: 1392.00, Comm 3.48\n",
      "2014-08-13T00:00:00, BUY EXECUTED, Price: 461.20, Cost: 461.20, Comm 1.15\n",
      "2014-08-27T00:00:00, SELL EXECUTED, Price: 53.95, Cost: 7548.64, Comm 18.48\n",
      "2014-09-08T00:00:00, BUY EXECUTED, Price: 458.00, Cost: 2290.00, Comm 5.73\n",
      "2014-09-15T00:00:00, BUY EXECUTED, Price: 460.00, Cost: 920.00, Comm 2.30\n",
      "2014-09-29T00:00:00, BUY EXECUTED, Price: 328.40, Cost: 43020.40, Comm 107.55\n",
      "2014-10-16T00:00:00, BUY EXECUTED, Price: 304.75, Cost: 1828.50, Comm 4.57\n",
      "2014-10-20T00:00:00, SELL EXECUTED, Price: 312.00, Cost: 654.73, Comm 1.56\n",
      "2014-10-20T00:00:00, BUY EXECUTED, Price: 112.60, Cost: 42225.00, Comm 105.56\n",
      "2014-10-20T00:00:00, BUY EXECUTED, Price: 2400.00, Cost: 40800.00, Comm 102.00\n",
      "2014-10-22T00:00:00, SELL EXECUTED, Price: 122.85, Cost: 3040.20, Comm 8.29\n",
      "2014-10-22T00:00:00, BUY EXECUTED, Price: 153.00, Cost: 1989.00, Comm 4.97\n",
      "2014-10-22T00:00:00, BUY EXECUTED, Price: 312.00, Cost: 312.00, Comm 0.78\n",
      "2014-10-22T00:00:00, BUY EXECUTED, Price: 148.50, Cost: 43065.00, Comm 107.66\n",
      "2014-10-29T00:00:00, BUY EXECUTED, Price: 112.10, Cost: 4371.90, Comm 10.93\n",
      "2014-10-29T00:00:00, SELL EXECUTED, Price: 151.00, Cost: 445.50, Comm 1.13\n",
      "2014-10-29T00:00:00, BUY EXECUTED, Price: 308.70, Cost: 926.10, Comm 2.32\n",
      "2014-11-03T00:00:00, SELL EXECUTED, Price: 124.00, Cost: 3489.04, Comm 9.61\n",
      "2014-11-03T00:00:00, BUY EXECUTED, Price: 158.80, Cost: 476.40, Comm 1.19\n",
      "2014-11-03T00:00:00, SELL EXECUTED, Price: 162.60, Cost: 1782.00, Comm 4.88\n",
      "2014-11-03T00:00:00, BUY EXECUTED, Price: 57.60, Cost: 576.00, Comm 1.44\n",
      "2014-11-10T00:00:00, BUY EXECUTED, Price: 162.45, Cost: 1137.15, Comm 2.84\n",
      "2014-11-12T00:00:00, BUY EXECUTED, Price: 155.60, Cost: 1711.60, Comm 4.28\n",
      "2014-11-17T00:00:00, BUY EXECUTED, Price: 114.10, Cost: 9698.50, Comm 24.25\n",
      "2014-11-17T00:00:00, SELL EXECUTED, Price: 157.00, Cost: 745.50, Comm 1.96\n",
      "2014-11-17T00:00:00, BUY EXECUTED, Price: 300.75, Cost: 1503.75, Comm 3.76\n",
      "2014-11-19T00:00:00, BUY EXECUTED, Price: 114.50, Cost: 687.00, Comm 1.72\n",
      "2014-11-19T00:00:00, BUY EXECUTED, Price: 156.15, Cost: 780.75, Comm 1.95\n",
      "2014-11-24T00:00:00, BUY EXECUTED, Price: 156.50, Cost: 3286.50, Comm 8.22\n",
      "2014-11-24T00:00:00, BUY EXECUTED, Price: 108.55, Cost: 2822.30, Comm 7.06\n",
      "2014-11-24T00:00:00, BUY EXECUTED, Price: 144.60, Cost: 5205.60, Comm 13.01\n",
      "2014-11-24T00:00:00, SELL EXECUTED, Price: 94.75, Cost: 3231.22, Comm 11.13\n",
      "2014-11-26T00:00:00, SELL EXECUTED, Price: 423.10, Cost: 29072.65, Comm 343.77\n",
      "2014-11-26T00:00:00, BUY EXECUTED, Price: 151.00, Cost: 1208.00, Comm 3.02\n",
      "2014-11-26T00:00:00, BUY EXECUTED, Price: 106.00, Cost: 1590.00, Comm 3.97\n",
      "2014-11-26T00:00:00, SELL EXECUTED, Price: 146.00, Cost: 1041.00, Comm 2.56\n",
      "2014-12-01T00:00:00, SELL EXECUTED, Price: 544.07, Cost: 39912.44, Comm 134.66\n",
      "2014-12-01T00:00:00, BUY EXECUTED, Price: 105.70, Cost: 211.40, Comm 0.53\n",
      "2014-12-01T00:00:00, BUY EXECUTED, Price: 140.20, Cost: 2383.40, Comm 5.96\n",
      "2014-12-01T00:00:00, BUY EXECUTED, Price: 2490.00, Cost: 4980.00, Comm 12.45\n",
      "2014-12-03T00:00:00, SELL EXECUTED, Price: 3577.00, Cost: 35100.00, Comm 134.14\n",
      "2014-12-03T00:00:00, SELL EXECUTED, Price: 309.00, Cost: 214.05, Comm 0.77\n",
      "2014-12-03T00:00:00, BUY EXECUTED, Price: 106.25, Cost: 212.50, Comm 0.53\n",
      "2014-12-03T00:00:00, BUY EXECUTED, Price: 57.85, Cost: 3239.60, Comm 8.10\n",
      "2014-12-03T00:00:00, BUY EXECUTED, Price: 138.00, Cost: 48162.00, Comm 120.41\n",
      "2014-12-08T00:00:00, BUY EXECUTED, Price: 105.45, Cost: 1581.75, Comm 3.95\n",
      "2014-12-08T00:00:00, BUY EXECUTED, Price: 57.15, Cost: 1143.00, Comm 2.86\n",
      "2014-12-10T00:00:00, SELL EXECUTED, Price: 103.90, Cost: 210.08, Comm 0.52\n",
      "2014-12-10T00:00:00, BUY EXECUTED, Price: 55.00, Cost: 1155.00, Comm 2.89\n",
      "2014-12-10T00:00:00, SELL EXECUTED, Price: 139.05, Cost: 690.00, Comm 1.74\n",
      "2014-12-15T00:00:00, BUY EXECUTED, Price: 51.25, Cost: 2818.75, Comm 7.05\n",
      "2014-12-15T00:00:00, BUY EXECUTED, Price: 316.31, Cost: 46813.88, Comm 117.03\n",
      "2014-12-17T00:00:00, SELL EXECUTED, Price: 102.55, Cost: 1260.46, Comm 3.08\n",
      "2014-12-17T00:00:00, BUY EXECUTED, Price: 49.95, Cost: 49.95, Comm 0.12\n",
      "2014-12-22T00:00:00, SELL EXECUTED, Price: 134.55, Cost: 225.10, Comm 0.67\n",
      "2014-12-22T00:00:00, BUY EXECUTED, Price: 102.90, Cost: 411.60, Comm 1.03\n",
      "2014-12-24T00:00:00, BUY EXECUTED, Price: 296.50, Cost: 593.00, Comm 1.48\n",
      "2014-12-24T00:00:00, BUY EXECUTED, Price: 133.00, Cost: 133.00, Comm 0.33\n",
      "2014-12-24T00:00:00, BUY EXECUTED, Price: 102.05, Cost: 918.45, Comm 2.30\n",
      "2014-12-24T00:00:00, BUY EXECUTED, Price: 102.05, Cost: 918.45, Comm 2.30\n",
      "2014-12-31T00:00:00, BUY EXECUTED, Price: 321.18, Cost: 642.36, Comm 1.61\n",
      "2015-01-05T00:00:00, BUY EXECUTED, Price: 301.50, Cost: 904.50, Comm 2.26\n",
      "2015-01-07T00:00:00, BUY EXECUTED, Price: 52.00, Cost: 104.00, Comm 0.26\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-01-12T00:00:00, BUY EXECUTED, Price: 50.95, Cost: 1222.80, Comm 3.06\n",
      "2015-01-12T00:00:00, BUY EXECUTED, Price: 136.90, Cost: 1642.80, Comm 4.11\n",
      "2015-01-14T00:00:00, BUY EXECUTED, Price: 318.56, Cost: 318.56, Comm 0.80\n",
      "2015-01-14T00:00:00, BUY EXECUTED, Price: 48.95, Cost: 1615.35, Comm 4.04\n",
      "2015-01-19T00:00:00, BUY EXECUTED, Price: 315.76, Cost: 1263.04, Comm 3.16\n",
      "2015-01-19T00:00:00, BUY EXECUTED, Price: 294.55, Cost: 883.65, Comm 2.21\n",
      "2015-01-19T00:00:00, BUY EXECUTED, Price: 46.70, Cost: 2521.80, Comm 6.30\n",
      "2015-01-19T00:00:00, BUY EXECUTED, Price: 136.00, Cost: 544.00, Comm 1.36\n",
      "2015-01-19T00:00:00, SELL EXECUTED, Price: 98.95, Cost: 206.25, Comm 0.74\n",
      "2015-01-21T00:00:00, SELL EXECUTED, Price: 676.00, Cost: 44786.60, Comm 157.17\n",
      "2015-01-21T00:00:00, SELL EXECUTED, Price: 47.75, Cost: 217.47, Comm 0.48\n",
      "2015-01-21T00:00:00, BUY EXECUTED, Price: 98.15, Cost: 687.05, Comm 1.72\n",
      "2015-01-27T00:00:00, BUY EXECUTED, Price: 299.80, Cost: 1199.20, Comm 3.00\n",
      "2015-01-27T00:00:00, SELL EXECUTED, Price: 48.90, Cost: 434.94, Comm 0.98\n",
      "2015-01-27T00:00:00, BUY EXECUTED, Price: 94.67, Cost: 2556.09, Comm 6.39\n",
      "2015-01-28T00:00:00, BUY EXECUTED, Price: 291.00, Cost: 873.00, Comm 2.18\n",
      "2015-01-28T00:00:00, SELL EXECUTED, Price: 32.50, Cost: 2702.45, Comm 17.47\n",
      "2015-01-28T00:00:00, BUY EXECUTED, Price: 47.65, Cost: 810.05, Comm 2.03\n",
      "2015-01-28T00:00:00, SELL EXECUTED, Price: 95.30, Cost: 281.85, Comm 0.95\n",
      "2015-02-02T00:00:00, SELL EXECUTED, Price: 3149.80, Cost: 45780.00, Comm 149.62\n",
      "2015-02-02T00:00:00, SELL EXECUTED, Price: 291.00, Cost: 221.28, Comm 0.73\n",
      "2015-02-02T00:00:00, BUY EXECUTED, Price: 32.50, Cost: 617.50, Comm 1.54\n",
      "2015-02-02T00:00:00, BUY EXECUTED, Price: 45.30, Cost: 2174.40, Comm 5.44\n",
      "2015-02-02T00:00:00, BUY EXECUTED, Price: 90.12, Cost: 2253.00, Comm 5.63\n",
      "2015-02-04T00:00:00, BUY EXECUTED, Price: 274.50, Cost: 3294.00, Comm 8.23\n",
      "2015-02-04T00:00:00, SELL EXECUTED, Price: 91.62, Cost: 142.71, Comm 0.46\n",
      "2015-02-09T00:00:00, SELL EXECUTED, Price: 274.55, Cost: 449.53, Comm 1.37\n",
      "2015-02-09T00:00:00, BUY EXECUTED, Price: 294.38, Cost: 49161.46, Comm 122.90\n",
      "2015-02-11T00:00:00, SELL EXECUTED, Price: 280.85, Cost: 224.77, Comm 0.70\n",
      "2015-02-11T00:00:00, BUY EXECUTED, Price: 177.90, Cost: 49634.10, Comm 124.09\n",
      "2015-02-11T00:00:00, BUY EXECUTED, Price: 238.15, Cost: 49535.20, Comm 123.84\n",
      "2015-02-16T00:00:00, SELL EXECUTED, Price: 182.95, Cost: 533.70, Comm 1.37\n",
      "2015-02-16T00:00:00, BUY EXECUTED, Price: 237.00, Cost: 1422.00, Comm 3.55\n",
      "2015-02-16T00:00:00, SELL EXECUTED, Price: 176.95, Cost: 2536.03, Comm 10.17\n",
      "2015-02-16T00:00:00, BUY EXECUTED, Price: 631.90, Cost: 50552.00, Comm 126.38\n",
      "2015-02-23T00:00:00, SELL EXECUTED, Price: 190.00, Cost: 50269.50, Comm 161.03\n",
      "2015-02-23T00:00:00, SELL EXECUTED, Price: 652.50, Cost: 631.90, Comm 1.63\n",
      "2015-02-23T00:00:00, BUY EXECUTED, Price: 183.65, Cost: 550.95, Comm 1.38\n",
      "2015-02-23T00:00:00, BUY EXECUTED, Price: 88.50, Cost: 2655.00, Comm 6.64\n",
      "2015-02-25T00:00:00, BUY EXECUTED, Price: 623.50, Cost: 1247.00, Comm 3.12\n",
      "2015-02-25T00:00:00, BUY EXECUTED, Price: 178.30, Cost: 1426.40, Comm 3.57\n",
      "2015-02-25T00:00:00, BUY EXECUTED, Price: 233.90, Cost: 1169.50, Comm 2.92\n",
      "2015-02-25T00:00:00, SELL EXECUTED, Price: 88.50, Cost: 144.49, Comm 0.44\n",
      "2015-02-28T00:00:00, BUY EXECUTED, Price: 615.25, Cost: 1230.50, Comm 3.08\n",
      "2015-02-28T00:00:00, SELL EXECUTED, Price: 237.90, Cost: 238.02, Comm 0.59\n",
      "2015-02-28T00:00:00, BUY EXECUTED, Price: 2161.00, Cost: 49703.00, Comm 124.26\n",
      "2015-03-04T00:00:00, BUY EXECUTED, Price: 2117.55, Cost: 2117.55, Comm 5.29\n",
      "2015-03-04T00:00:00, SELL EXECUTED, Price: 634.00, Cost: 631.30, Comm 1.58\n",
      "2015-03-04T00:00:00, SELL EXECUTED, Price: 248.80, Cost: 952.09, Comm 2.49\n",
      "2015-03-04T00:00:00, BUY EXECUTED, Price: 323.20, Cost: 1292.80, Comm 3.23\n",
      "2015-03-11T00:00:00, BUY EXECUTED, Price: 220.00, Cost: 3300.00, Comm 8.25\n",
      "2015-03-11T00:00:00, BUY EXECUTED, Price: 129.75, Cost: 3503.25, Comm 8.76\n",
      "2015-03-16T00:00:00, BUY EXECUTED, Price: 584.00, Cost: 2920.00, Comm 7.30\n",
      "2015-03-16T00:00:00, BUY EXECUTED, Price: 217.15, Cost: 868.60, Comm 2.17\n",
      "2015-03-16T00:00:00, BUY EXECUTED, Price: 87.35, Cost: 174.70, Comm 0.44\n",
      "2015-03-18T00:00:00, BUY EXECUTED, Price: 219.00, Cost: 219.00, Comm 0.55\n",
      "2015-03-23T00:00:00, SELL EXECUTED, Price: 586.50, Cost: 628.58, Comm 1.47\n",
      "2015-03-23T00:00:00, BUY EXECUTED, Price: 213.50, Cost: 213.50, Comm 0.53\n",
      "2015-03-23T00:00:00, BUY EXECUTED, Price: 44.55, Cost: 1514.70, Comm 3.79\n",
      "2015-03-25T00:00:00, BUY EXECUTED, Price: 168.00, Cost: 1512.00, Comm 3.78\n",
      "2015-03-25T00:00:00, BUY EXECUTED, Price: 204.50, Cost: 1636.00, Comm 4.09\n",
      "2015-03-30T00:00:00, BUY EXECUTED, Price: 546.27, Cost: 2731.35, Comm 6.83\n",
      "2015-03-30T00:00:00, BUY EXECUTED, Price: 162.65, Cost: 1463.85, Comm 3.66\n",
      "2015-03-30T00:00:00, BUY EXECUTED, Price: 201.00, Cost: 804.00, Comm 2.01\n",
      "2015-03-30T00:00:00, BUY EXECUTED, Price: 43.00, Cost: 1333.00, Comm 3.33\n",
      "2015-03-30T00:00:00, BUY EXECUTED, Price: 201.00, Cost: 804.00, Comm 2.01\n",
      "2015-03-30T00:00:00, BUY EXECUTED, Price: 162.55, Cost: 49902.85, Comm 124.76\n",
      "2015-04-01T00:00:00, BUY EXECUTED, Price: 162.75, Cost: 162.75, Comm 0.41\n",
      "2015-04-01T00:00:00, BUY EXECUTED, Price: 194.60, Cost: 973.00, Comm 2.43\n",
      "2015-04-01T00:00:00, BUY EXECUTED, Price: 85.88, Cost: 515.28, Comm 1.29\n",
      "2015-04-01T00:00:00, BUY EXECUTED, Price: 623.00, Cost: 49840.00, Comm 124.60\n",
      "2015-04-08T00:00:00, SELL EXECUTED, Price: 207.90, Cost: 1400.50, Comm 3.12\n",
      "2015-04-08T00:00:00, BUY EXECUTED, Price: 268.00, Cost: 4020.00, Comm 10.05\n",
      "2015-04-08T00:00:00, SELL EXECUTED, Price: 408.45, Cost: 5215.11, Comm 16.34\n",
      "2015-04-13T00:00:00, BUY EXECUTED, Price: 393.70, Cost: 1574.80, Comm 3.94\n",
      "2015-04-20T00:00:00, BUY EXECUTED, Price: 552.48, Cost: 552.48, Comm 1.38\n",
      "2015-04-20T00:00:00, BUY EXECUTED, Price: 259.35, Cost: 778.05, Comm 1.95\n",
      "2015-04-20T00:00:00, SELL EXECUTED, Price: 147.90, Cost: 788.25, Comm 2.59\n",
      "2015-04-20T00:00:00, BUY EXECUTED, Price: 370.05, Cost: 1850.25, Comm 4.63\n",
      "2015-04-22T00:00:00, BUY EXECUTED, Price: 1995.10, Cost: 1995.10, Comm 4.99\n",
      "2015-04-22T00:00:00, BUY EXECUTED, Price: 506.20, Cost: 3037.20, Comm 7.59\n",
      "2015-04-22T00:00:00, SELL EXECUTED, Price: 256.00, Cost: 685.69, Comm 1.92\n",
      "2015-04-22T00:00:00, BUY EXECUTED, Price: 139.00, Cost: 1390.00, Comm 3.48\n",
      "2015-04-22T00:00:00, BUY EXECUTED, Price: 360.90, Cost: 360.90, Comm 0.90\n",
      "2015-04-22T00:00:00, BUY EXECUTED, Price: 2340.00, Cost: 49140.00, Comm 122.85\n",
      "2015-04-27T00:00:00, SELL EXECUTED, Price: 509.12, Cost: 616.11, Comm 1.27\n",
      "2015-04-27T00:00:00, SELL EXECUTED, Price: 255.00, Cost: 457.13, Comm 1.28\n",
      "2015-04-27T00:00:00, BUY EXECUTED, Price: 131.40, Cost: 1839.60, Comm 4.60\n",
      "2015-04-27T00:00:00, BUY EXECUTED, Price: 584.07, Cost: 2336.28, Comm 5.84\n",
      "2015-04-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-04-29T00:00:00, SELL EXECUTED, Price: 507.68, Cost: 616.11, Comm 1.27\n",
      "2015-04-29T00:00:00, BUY EXECUTED, Price: 242.00, Cost: 1936.00, Comm 4.84\n",
      "2015-04-29T00:00:00, BUY EXECUTED, Price: 128.75, Cost: 772.50, Comm 1.93\n",
      "2015-04-29T00:00:00, SELL EXECUTED, Price: 600.77, Cost: 1863.44, Comm 4.51\n",
      "2015-04-29T00:00:00, SELL EXECUTED, Price: 600.77, Cost: 1863.44, Comm 4.51\n",
      "2015-04-29T00:00:00, BUY EXECUTED, Price: 128.75, Cost: 772.50, Comm 1.93\n",
      "2015-05-06T00:00:00, BUY EXECUTED, Price: 236.00, Cost: 2596.00, Comm 6.49\n",
      "2015-05-06T00:00:00, BUY EXECUTED, Price: 161.90, Cost: 3238.00, Comm 8.10\n",
      "2015-05-06T00:00:00, BUY EXECUTED, Price: 355.50, Cost: 355.50, Comm 0.89\n",
      "2015-05-06T00:00:00, BUY EXECUTED, Price: 604.72, Cost: 2418.88, Comm 6.05\n",
      "2015-05-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-05-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-05-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-05-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-05-11T00:00:00, BUY EXECUTED, Price: 146.10, Cost: 3944.70, Comm 9.86\n",
      "2015-05-11T00:00:00, SELL EXECUTED, Price: 199.00, Cost: 466.83, Comm 0.99\n",
      "2015-05-11T00:00:00, BUY EXECUTED, Price: 154.30, Cost: 1234.40, Comm 3.09\n",
      "2015-05-11T00:00:00, SELL EXECUTED, Price: 617.56, Cost: 1861.03, Comm 4.63\n",
      "2015-05-13T00:00:00, BUY EXECUTED, Price: 127.00, Cost: 381.00, Comm 0.95\n",
      "2015-05-13T00:00:00, BUY EXECUTED, Price: 151.00, Cost: 755.00, Comm 1.89\n",
      "2015-05-18T00:00:00, BUY EXECUTED, Price: 125.40, Cost: 752.40, Comm 1.88\n",
      "2015-05-18T00:00:00, SELL EXECUTED, Price: 158.85, Cost: 1037.04, Comm 3.57\n",
      "2015-05-18T00:00:00, BUY EXECUTED, Price: 349.00, Cost: 698.00, Comm 1.75\n",
      "2015-05-18T00:00:00, BUY EXECUTED, Price: 609.07, Cost: 609.07, Comm 1.52\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-05-20T00:00:00, BUY EXECUTED, Price: 125.50, Cost: 1004.00, Comm 2.51\n",
      "2015-05-20T00:00:00, BUY EXECUTED, Price: 159.40, Cost: 478.20, Comm 1.20\n",
      "2015-05-20T00:00:00, BUY EXECUTED, Price: 613.56, Cost: 613.56, Comm 1.53\n",
      "2015-05-25T00:00:00, SELL EXECUTED, Price: 154.70, Cost: 1921.24, Comm 4.25\n",
      "2015-05-25T00:00:00, BUY EXECUTED, Price: 123.85, Cost: 495.40, Comm 1.24\n",
      "2015-05-25T00:00:00, SELL EXECUTED, Price: 32.90, Cost: 422.85, Comm 2.71\n",
      "2015-05-27T00:00:00, BUY EXECUTED, Price: 232.70, Cost: 698.10, Comm 1.75\n",
      "2015-05-27T00:00:00, BUY EXECUTED, Price: 116.00, Cost: 2088.00, Comm 5.22\n",
      "2015-05-27T00:00:00, BUY EXECUTED, Price: 32.30, Cost: 419.90, Comm 1.05\n",
      "2015-06-01T00:00:00, BUY EXECUTED, Price: 118.95, Cost: 118.95, Comm 0.30\n",
      "2015-06-01T00:00:00, BUY EXECUTED, Price: 154.35, Cost: 1697.85, Comm 4.24\n",
      "2015-06-01T00:00:00, BUY EXECUTED, Price: 31.60, Cost: 1580.00, Comm 3.95\n",
      "2015-06-01T00:00:00, BUY EXECUTED, Price: 552.35, Cost: 5523.50, Comm 13.81\n",
      "2015-06-03T00:00:00, BUY EXECUTED, Price: 189.25, Cost: 1514.00, Comm 3.79\n",
      "2015-06-03T00:00:00, BUY EXECUTED, Price: 114.50, Cost: 572.50, Comm 1.43\n",
      "2015-06-03T00:00:00, SELL EXECUTED, Price: 150.05, Cost: 350.88, Comm 1.13\n",
      "2015-06-03T00:00:00, SELL EXECUTED, Price: 30.75, Cost: 67.84, Comm 0.38\n",
      "2015-06-03T00:00:00, SELL EXECUTED, Price: 546.32, Cost: 612.67, Comm 1.37\n",
      "2015-06-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-08T00:00:00, BUY EXECUTED, Price: 180.80, Cost: 904.00, Comm 2.26\n",
      "2015-06-08T00:00:00, BUY EXECUTED, Price: 108.00, Cost: 1188.00, Comm 2.97\n",
      "2015-06-08T00:00:00, SELL EXECUTED, Price: 148.40, Cost: 350.88, Comm 1.11\n",
      "2015-06-08T00:00:00, SELL EXECUTED, Price: 43.50, Cost: 3677.74, Comm 7.50\n",
      "2015-06-08T00:00:00, SELL EXECUTED, Price: 548.30, Cost: 1838.02, Comm 4.11\n",
      "2015-06-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-10T00:00:00, SELL EXECUTED, Price: 144.70, Cost: 233.92, Comm 0.72\n",
      "2015-06-10T00:00:00, BUY EXECUTED, Price: 28.45, Cost: 1365.60, Comm 3.41\n",
      "2015-06-10T00:00:00, BUY EXECUTED, Price: 40.50, Cost: 1701.00, Comm 4.25\n",
      "2015-06-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-15T00:00:00, BUY EXECUTED, Price: 142.00, Cost: 568.00, Comm 1.42\n",
      "2015-06-15T00:00:00, SELL EXECUTED, Price: 41.15, Cost: 792.38, Comm 1.54\n",
      "2015-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-17T00:00:00, BUY EXECUTED, Price: 143.50, Cost: 430.50, Comm 1.08\n",
      "2015-06-17T00:00:00, SELL EXECUTED, Price: 108.95, Cost: 1264.05, Comm 3.00\n",
      "2015-06-17T00:00:00, BUY EXECUTED, Price: 41.60, Cost: 41.60, Comm 0.10\n",
      "2015-06-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-22T00:00:00, BUY EXECUTED, Price: 142.95, Cost: 1143.60, Comm 2.86\n",
      "2015-06-22T00:00:00, BUY EXECUTED, Price: 178.30, Cost: 891.50, Comm 2.23\n",
      "2015-06-24T00:00:00, SELL EXECUTED, Price: 349.79, Cost: 8242.64, Comm 24.49\n",
      "2015-06-24T00:00:00, BUY EXECUTED, Price: 28.85, Cost: 952.05, Comm 2.38\n",
      "2015-06-24T00:00:00, BUY EXECUTED, Price: 42.70, Cost: 384.30, Comm 0.96\n",
      "2015-06-24T00:00:00, BUY EXECUTED, Price: 119.55, Cost: 1912.80, Comm 4.78\n",
      "2015-06-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-06-29T00:00:00, SELL EXECUTED, Price: 140.15, Cost: 520.85, Comm 1.05\n",
      "2015-06-29T00:00:00, BUY EXECUTED, Price: 172.20, Cost: 344.40, Comm 0.86\n",
      "2015-06-29T00:00:00, BUY EXECUTED, Price: 27.80, Cost: 1556.80, Comm 3.89\n",
      "2015-06-29T00:00:00, BUY EXECUTED, Price: 40.70, Cost: 1628.00, Comm 4.07\n",
      "2015-07-01T00:00:00, SELL EXECUTED, Price: 2541.95, Cost: 53815.65, Comm 158.87\n",
      "2015-07-01T00:00:00, SELL EXECUTED, Price: 144.65, Cost: 347.23, Comm 0.72\n",
      "2015-07-01T00:00:00, BUY EXECUTED, Price: 171.30, Cost: 1199.10, Comm 3.00\n",
      "2015-07-01T00:00:00, BUY EXECUTED, Price: 40.10, Cost: 521.30, Comm 1.30\n",
      "2015-07-01T00:00:00, BUY EXECUTED, Price: 282.40, Cost: 7342.40, Comm 18.36\n",
      "2015-07-01T00:00:00, BUY EXECUTED, Price: 470.98, Cost: 5651.76, Comm 14.13\n",
      "2015-07-06T00:00:00, SELL EXECUTED, Price: 27.25, Cost: 191.66, Comm 0.89\n",
      "2015-07-06T00:00:00, BUY EXECUTED, Price: 39.30, Cost: 628.80, Comm 1.57\n",
      "2015-07-06T00:00:00, BUY EXECUTED, Price: 275.95, Cost: 275.95, Comm 0.69\n",
      "2015-07-06T00:00:00, BUY EXECUTED, Price: 459.47, Cost: 1378.41, Comm 3.45\n",
      "2015-07-06T00:00:00, BUY EXECUTED, Price: 39.30, Cost: 628.80, Comm 1.57\n",
      "2015-07-08T00:00:00, BUY EXECUTED, Price: 39.00, Cost: 195.00, Comm 0.49\n",
      "2015-07-08T00:00:00, BUY EXECUTED, Price: 114.95, Cost: 1379.40, Comm 3.45\n",
      "2015-07-08T00:00:00, BUY EXECUTED, Price: 464.21, Cost: 464.21, Comm 1.16\n",
      "2015-07-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-13T00:00:00, BUY EXECUTED, Price: 28.00, Cost: 644.00, Comm 1.61\n",
      "2015-07-13T00:00:00, BUY EXECUTED, Price: 113.80, Cost: 113.80, Comm 0.28\n",
      "2015-07-13T00:00:00, BUY EXECUTED, Price: 277.00, Cost: 1108.00, Comm 2.77\n",
      "2015-07-13T00:00:00, SELL EXECUTED, Price: 468.41, Cost: 590.26, Comm 1.17\n",
      "2015-07-13T00:00:00, BUY EXECUTED, Price: 104.20, Cost: 47306.80, Comm 118.27\n",
      "2015-07-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-20T00:00:00, SELL EXECUTED, Price: 114.20, Cost: 114.91, Comm 0.29\n",
      "2015-07-20T00:00:00, BUY EXECUTED, Price: 107.50, Cost: 107.50, Comm 0.27\n",
      "2015-07-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-10T00:00:00, SELL EXECUTED, Price: 184.00, Cost: 56945.84, Comm 150.88\n",
      "2015-08-10T00:00:00, SELL EXECUTED, Price: 378.93, Cost: 8546.71, Comm 25.58\n",
      "2015-08-10T00:00:00, BUY EXECUTED, Price: 104.75, Cost: 6494.50, Comm 16.24\n",
      "2015-08-12T00:00:00, BUY EXECUTED, Price: 218.00, Cost: 1308.00, Comm 3.27\n",
      "2015-08-12T00:00:00, BUY EXECUTED, Price: 102.80, Cost: 1644.80, Comm 4.11\n",
      "2015-08-12T00:00:00, BUY EXECUTED, Price: 25.30, Cost: 5262.40, Comm 13.16\n",
      "2015-08-12T00:00:00, SELL EXECUTED, Price: 100.50, Cost: 527.72, Comm 1.01\n",
      "2015-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 363.60, Cost: 363.60, Comm 0.91\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 220.00, Cost: 220.00, Comm 0.55\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 93.50, Cost: 4488.00, Comm 11.22\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 25.20, Cost: 1386.00, Comm 3.47\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 31.70, Cost: 9985.50, Comm 24.96\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 97.05, Cost: 2232.15, Comm 5.58\n",
      "2015-08-17T00:00:00, BUY EXECUTED, Price: 97.05, Cost: 2232.15, Comm 5.58\n",
      "2015-08-19T00:00:00, BUY EXECUTED, Price: 354.42, Cost: 1063.26, Comm 2.66\n",
      "2015-08-19T00:00:00, BUY EXECUTED, Price: 88.90, Cost: 2311.40, Comm 5.78\n",
      "2015-08-19T00:00:00, SELL EXECUTED, Price: 32.70, Cost: 2001.69, Comm 3.43\n",
      "2015-08-19T00:00:00, SELL EXECUTED, Price: 95.50, Cost: 1546.13, Comm 2.86\n",
      "2015-08-24T00:00:00, BUY EXECUTED, Price: 328.02, Cost: 328.02, Comm 0.82\n",
      "2015-08-24T00:00:00, SELL EXECUTED, Price: 83.50, Cost: 204.99, Comm 0.42\n",
      "2015-08-24T00:00:00, BUY EXECUTED, Price: 30.00, Cost: 1410.00, Comm 3.53\n",
      "2015-08-24T00:00:00, SELL EXECUTED, Price: 90.50, Cost: 773.07, Comm 1.36\n",
      "2015-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-26T00:00:00, SELL EXECUTED, Price: 507.50, Cost: 5544.99, Comm 11.42\n",
      "2015-08-26T00:00:00, BUY EXECUTED, Price: 190.00, Cost: 2280.00, Comm 5.70\n",
      "2015-08-26T00:00:00, BUY EXECUTED, Price: 80.70, Cost: 322.80, Comm 0.81\n",
      "2015-08-26T00:00:00, SELL EXECUTED, Price: 29.40, Cost: 1554.92, Comm 2.43\n",
      "2015-08-26T00:00:00, SELL EXECUTED, Price: 93.50, Cost: 3607.65, Comm 6.55\n",
      "2015-08-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-08-31T00:00:00, BUY EXECUTED, Price: 189.80, Cost: 759.20, Comm 1.90\n",
      "2015-08-31T00:00:00, BUY EXECUTED, Price: 81.05, Cost: 243.15, Comm 0.61\n",
      "2015-08-31T00:00:00, SELL EXECUTED, Price: 2380.00, Cost: 4680.00, Comm 11.90\n",
      "2015-09-02T00:00:00, BUY EXECUTED, Price: 319.53, Cost: 319.53, Comm 0.80\n",
      "2015-09-02T00:00:00, BUY EXECUTED, Price: 76.10, Cost: 2054.70, Comm 5.14\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-09-07T00:00:00, BUY EXECUTED, Price: 129.10, Cost: 8520.60, Comm 21.30\n",
      "2015-09-07T00:00:00, BUY EXECUTED, Price: 174.50, Cost: 2094.00, Comm 5.23\n",
      "2015-09-07T00:00:00, BUY EXECUTED, Price: 74.15, Cost: 1260.55, Comm 3.15\n",
      "2015-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-09-09T00:00:00, BUY EXECUTED, Price: 173.55, Cost: 520.65, Comm 1.30\n",
      "2015-09-09T00:00:00, BUY EXECUTED, Price: 75.15, Cost: 751.50, Comm 1.88\n",
      "2015-09-09T00:00:00, BUY EXECUTED, Price: 75.15, Cost: 751.50, Comm 1.88\n",
      "2015-09-14T00:00:00, SELL EXECUTED, Price: 132.80, Cost: 1253.86, Comm 1.99\n",
      "2015-09-14T00:00:00, BUY EXECUTED, Price: 167.00, Cost: 1670.00, Comm 4.17\n",
      "2015-09-14T00:00:00, SELL EXECUTED, Price: 76.80, Cost: 3181.12, Comm 6.14\n",
      "2015-09-14T00:00:00, BUY EXECUTED, Price: 22.20, Cost: 1554.00, Comm 3.89\n",
      "2015-09-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-09-16T00:00:00, BUY EXECUTED, Price: 172.80, Cost: 345.60, Comm 0.86\n",
      "2015-09-16T00:00:00, BUY EXECUTED, Price: 77.50, Cost: 697.50, Comm 1.74\n",
      "2015-09-21T00:00:00, BUY EXECUTED, Price: 167.95, Cost: 2519.25, Comm 6.30\n",
      "2015-09-21T00:00:00, BUY EXECUTED, Price: 75.25, Cost: 1204.00, Comm 3.01\n",
      "2015-09-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-09-23T00:00:00, BUY EXECUTED, Price: 312.18, Cost: 1873.08, Comm 4.68\n",
      "2015-09-23T00:00:00, BUY EXECUTED, Price: 72.00, Cost: 936.00, Comm 2.34\n",
      "2015-09-30T00:00:00, BUY EXECUTED, Price: 303.00, Cost: 2121.00, Comm 5.30\n",
      "2015-09-30T00:00:00, BUY EXECUTED, Price: 153.35, Cost: 1686.85, Comm 4.22\n",
      "2015-09-30T00:00:00, BUY EXECUTED, Price: 69.40, Cost: 2567.80, Comm 6.42\n",
      "2015-09-30T00:00:00, BUY EXECUTED, Price: 92.00, Cost: 1564.00, Comm 3.91\n",
      "2015-10-07T00:00:00, SELL EXECUTED, Price: 160.25, Cost: 215.62, Comm 0.40\n",
      "2015-10-07T00:00:00, SELL EXECUTED, Price: 75.00, Cost: 3658.98, Comm 7.12\n",
      "2015-10-07T00:00:00, SELL EXECUTED, Price: 95.50, Cost: 255.14, Comm 0.48\n",
      "2015-10-12T00:00:00, SELL EXECUTED, Price: 169.00, Cost: 1509.37, Comm 2.96\n",
      "2015-10-14T00:00:00, BUY EXECUTED, Price: 521.00, Cost: 1563.00, Comm 3.91\n",
      "2015-10-14T00:00:00, SELL EXECUTED, Price: 163.80, Cost: 19197.79, Comm 74.94\n",
      "2015-10-19T00:00:00, BUY EXECUTED, Price: 162.30, Cost: 486.90, Comm 1.22\n",
      "2015-10-21T00:00:00, SELL EXECUTED, Price: 433.90, Cost: 8242.64, Comm 30.37\n",
      "2015-10-21T00:00:00, SELL EXECUTED, Price: 541.48, Cost: 7673.42, Comm 17.60\n",
      "2015-10-28T00:00:00, BUY EXECUTED, Price: 137.00, Cost: 1370.00, Comm 3.43\n",
      "2015-10-28T00:00:00, BUY EXECUTED, Price: 159.95, Cost: 639.80, Comm 1.60\n",
      "2015-11-02T00:00:00, SELL EXECUTED, Price: 171.95, Cost: 5851.80, Comm 15.48\n",
      "2015-11-02T00:00:00, BUY EXECUTED, Price: 502.00, Cost: 502.00, Comm 1.26\n",
      "2015-11-02T00:00:00, BUY EXECUTED, Price: 131.45, Cost: 920.15, Comm 2.30\n",
      "2015-11-02T00:00:00, SELL EXECUTED, Price: 116.50, Cost: 3447.42, Comm 8.74\n",
      "2015-11-02T00:00:00, BUY EXECUTED, Price: 156.50, Cost: 313.00, Comm 0.78\n",
      "2015-11-04T00:00:00, BUY EXECUTED, Price: 165.30, Cost: 1487.70, Comm 3.72\n",
      "2015-11-04T00:00:00, BUY EXECUTED, Price: 495.60, Cost: 991.20, Comm 2.48\n",
      "2015-11-04T00:00:00, SELL EXECUTED, Price: 134.30, Cost: 1026.95, Comm 1.68\n",
      "2015-11-04T00:00:00, BUY EXECUTED, Price: 28.25, Cost: 47290.50, Comm 118.23\n",
      "2015-11-09T00:00:00, BUY EXECUTED, Price: 156.80, Cost: 470.40, Comm 1.18\n",
      "2015-11-09T00:00:00, BUY EXECUTED, Price: 463.50, Cost: 1390.50, Comm 3.48\n",
      "2015-11-09T00:00:00, BUY EXECUTED, Price: 26.10, Cost: 417.60, Comm 1.04\n",
      "2015-11-09T00:00:00, BUY EXECUTED, Price: 463.50, Cost: 1390.50, Comm 3.48\n",
      "2015-11-11T00:00:00, BUY EXECUTED, Price: 158.70, Cost: 317.40, Comm 0.79\n",
      "2015-11-11T00:00:00, BUY EXECUTED, Price: 26.65, Cost: 692.90, Comm 1.73\n",
      "2015-11-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-11-16T00:00:00, BUY EXECUTED, Price: 154.90, Cost: 309.80, Comm 0.77\n",
      "2015-11-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-11-18T00:00:00, SELL EXECUTED, Price: 471.95, Cost: 1801.17, Comm 3.54\n",
      "2015-11-18T00:00:00, BUY EXECUTED, Price: 25.80, Cost: 774.00, Comm 1.94\n",
      "2015-11-23T00:00:00, BUY EXECUTED, Price: 130.50, Cost: 130.50, Comm 0.33\n",
      "2015-11-23T00:00:00, BUY EXECUTED, Price: 102.90, Cost: 4424.70, Comm 11.06\n",
      "2015-11-23T00:00:00, SELL EXECUTED, Price: 25.95, Cost: 84.49, Comm 0.19\n",
      "2015-11-23T00:00:00, SELL EXECUTED, Price: 23.00, Cost: 841.11, Comm 2.93\n",
      "2015-11-26T00:00:00, BUY EXECUTED, Price: 124.60, Cost: 1869.00, Comm 4.67\n",
      "2015-11-26T00:00:00, SELL EXECUTED, Price: 74.00, Cost: 288.87, Comm 0.55\n",
      "2015-11-26T00:00:00, SELL EXECUTED, Price: 26.15, Cost: 253.48, Comm 0.59\n",
      "2015-11-26T00:00:00, BUY EXECUTED, Price: 22.50, Cost: 382.50, Comm 0.96\n",
      "2015-12-02T00:00:00, BUY EXECUTED, Price: 298.68, Cost: 2090.76, Comm 5.23\n",
      "2015-12-07T00:00:00, BUY EXECUTED, Price: 157.20, Cost: 1729.20, Comm 4.32\n",
      "2015-12-07T00:00:00, BUY EXECUTED, Price: 124.60, Cost: 1495.20, Comm 3.74\n",
      "2015-12-07T00:00:00, SELL EXECUTED, Price: 295.01, Cost: 316.10, Comm 0.74\n",
      "2015-12-07T00:00:00, BUY EXECUTED, Price: 142.40, Cost: 854.40, Comm 2.14\n",
      "2015-12-09T00:00:00, BUY EXECUTED, Price: 118.00, Cost: 1180.00, Comm 2.95\n",
      "2015-12-09T00:00:00, SELL EXECUTED, Price: 291.29, Cost: 316.10, Comm 0.73\n",
      "2015-12-09T00:00:00, SELL EXECUTED, Price: 139.70, Cost: 117.73, Comm 0.35\n",
      "2015-12-09T00:00:00, BUY EXECUTED, Price: 88.00, Cost: 2200.00, Comm 5.50\n",
      "2015-12-14T00:00:00, SELL EXECUTED, Price: 122.40, Cost: 42302.99, Comm 178.70\n",
      "2015-12-14T00:00:00, BUY EXECUTED, Price: 146.00, Cost: 584.00, Comm 1.46\n",
      "2015-12-14T00:00:00, BUY EXECUTED, Price: 113.75, Cost: 341.25, Comm 0.85\n",
      "2015-12-14T00:00:00, BUY EXECUTED, Price: 281.88, Cost: 281.88, Comm 0.70\n",
      "2015-12-14T00:00:00, BUY EXECUTED, Price: 24.60, Cost: 1894.20, Comm 4.74\n",
      "2015-12-14T00:00:00, BUY EXECUTED, Price: 105.00, Cost: 44520.00, Comm 111.30\n",
      "2015-12-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-12-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2015-12-16T00:00:00, BUY EXECUTED, Price: 151.00, Cost: 302.00, Comm 0.76\n",
      "2015-12-16T00:00:00, BUY EXECUTED, Price: 116.65, Cost: 466.60, Comm 1.17\n",
      "2015-12-16T00:00:00, BUY EXECUTED, Price: 285.55, Cost: 856.65, Comm 2.14\n",
      "2015-12-16T00:00:00, BUY EXECUTED, Price: 25.80, Cost: 77.40, Comm 0.19\n",
      "2015-12-16T00:00:00, BUY EXECUTED, Price: 116.65, Cost: 466.60, Comm 1.17\n",
      "2015-12-21T00:00:00, BUY EXECUTED, Price: 150.70, Cost: 452.10, Comm 1.13\n",
      "2015-12-21T00:00:00, SELL EXECUTED, Price: 117.95, Cost: 195.00, Comm 0.29\n",
      "2015-12-21T00:00:00, BUY EXECUTED, Price: 24.50, Cost: 1053.50, Comm 2.63\n",
      "2015-12-23T00:00:00, SELL EXECUTED, Price: 153.10, Cost: 161.90, Comm 0.38\n",
      "2015-12-23T00:00:00, BUY EXECUTED, Price: 117.10, Cost: 234.20, Comm 0.59\n",
      "2015-12-30T00:00:00, BUY EXECUTED, Price: 116.90, Cost: 701.40, Comm 1.75\n",
      "2015-12-30T00:00:00, BUY EXECUTED, Price: 390.00, Cost: 3900.00, Comm 9.75\n",
      "2015-12-30T00:00:00, BUY EXECUTED, Price: 25.00, Cost: 700.00, Comm 1.75\n",
      "2015-12-30T00:00:00, BUY EXECUTED, Price: 513.32, Cost: 1026.64, Comm 2.57\n",
      "2016-01-04T00:00:00, BUY EXECUTED, Price: 116.60, Cost: 233.20, Comm 0.58\n",
      "2016-01-04T00:00:00, BUY EXECUTED, Price: 334.05, Cost: 7015.05, Comm 17.54\n",
      "2016-01-04T00:00:00, BUY EXECUTED, Price: 513.86, Cost: 513.86, Comm 1.28\n",
      "2016-01-06T00:00:00, BUY EXECUTED, Price: 114.10, Cost: 342.30, Comm 0.86\n",
      "2016-01-06T00:00:00, BUY EXECUTED, Price: 305.50, Cost: 1833.00, Comm 4.58\n",
      "2016-01-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-11T00:00:00, BUY EXECUTED, Price: 109.00, Cost: 436.00, Comm 1.09\n",
      "2016-01-11T00:00:00, SELL EXECUTED, Price: 307.00, Cost: 306.92, Comm 0.77\n",
      "2016-01-11T00:00:00, SELL EXECUTED, Price: 307.00, Cost: 306.92, Comm 0.77\n",
      "2016-01-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-13T00:00:00, BUY EXECUTED, Price: 105.60, Cost: 1689.60, Comm 4.22\n",
      "2016-01-13T00:00:00, SELL EXECUTED, Price: 323.00, Cost: 1841.52, Comm 4.84\n",
      "2016-01-18T00:00:00, BUY EXECUTED, Price: 95.00, Cost: 1995.00, Comm 4.99\n",
      "2016-01-18T00:00:00, BUY EXECUTED, Price: 97.50, Cost: 1072.50, Comm 2.68\n",
      "2016-01-20T00:00:00, BUY EXECUTED, Price: 130.00, Cost: 1040.00, Comm 2.60\n",
      "2016-01-20T00:00:00, SELL EXECUTED, Price: 91.70, Cost: 736.36, Comm 0.92\n",
      "2016-01-20T00:00:00, SELL EXECUTED, Price: 165.00, Cost: 6468.73, Comm 12.38\n",
      "2016-01-20T00:00:00, BUY EXECUTED, Price: 21.10, Cost: 295.40, Comm 0.74\n",
      "2016-01-20T00:00:00, BUY EXECUTED, Price: 91.35, Cost: 1552.95, Comm 3.88\n",
      "2016-01-20T00:00:00, SELL EXECUTED, Price: 165.00, Cost: 6468.73, Comm 12.38\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-01-25T00:00:00, BUY EXECUTED, Price: 165.00, Cost: 4455.00, Comm 11.14\n",
      "2016-01-25T00:00:00, BUY EXECUTED, Price: 22.05, Cost: 727.65, Comm 1.82\n",
      "2016-01-25T00:00:00, BUY EXECUTED, Price: 93.00, Cost: 93.00, Comm 0.23\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-02-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-01T00:00:00, SELL EXECUTED, Price: 268.29, Cost: 315.31, Comm 0.67\n",
      "2016-02-01T00:00:00, BUY EXECUTED, Price: 121.25, Cost: 2910.00, Comm 7.27\n",
      "2016-02-01T00:00:00, SELL EXECUTED, Price: 21.75, Cost: 776.60, Comm 1.52\n",
      "2016-02-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-03T00:00:00, BUY EXECUTED, Price: 21.30, Cost: 745.50, Comm 1.86\n",
      "2016-02-03T00:00:00, SELL EXECUTED, Price: 465.40, Cost: 2351.04, Comm 4.65\n",
      "2016-02-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-08T00:00:00, BUY EXECUTED, Price: 20.15, Cost: 2740.40, Comm 6.85\n",
      "2016-02-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-10T00:00:00, SELL EXECUTED, Price: 20.10, Cost: 217.04, Comm 0.40\n",
      "2016-02-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-15T00:00:00, SELL EXECUTED, Price: 31.70, Cost: 11402.76, Comm 19.18\n",
      "2016-02-15T00:00:00, BUY EXECUTED, Price: 427.01, Cost: 1708.04, Comm 4.27\n",
      "2016-02-17T00:00:00, BUY EXECUTED, Price: 18.86, Cost: 1112.74, Comm 2.78\n",
      "2016-02-17T00:00:00, BUY EXECUTED, Price: 417.32, Cost: 1669.28, Comm 4.17\n",
      "2016-02-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-22T00:00:00, BUY EXECUTED, Price: 19.50, Cost: 1852.50, Comm 4.63\n",
      "2016-02-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-24T00:00:00, SELL EXECUTED, Price: 18.66, Cost: 983.60, Comm 1.73\n",
      "2016-02-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-02-29T00:00:00, SELL EXECUTED, Price: 18.46, Cost: 132.92, Comm 0.23\n",
      "2016-02-29T00:00:00, BUY EXECUTED, Price: 412.53, Cost: 412.53, Comm 1.03\n",
      "2016-03-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-23T00:00:00, SELL EXECUTED, Price: 311.00, Cost: 306.92, Comm 0.78\n",
      "2016-03-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-03-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-04T00:00:00, BUY EXECUTED, Price: 321.80, Cost: 643.60, Comm 1.61\n",
      "2016-04-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-06T00:00:00, SELL EXECUTED, Price: 320.00, Cost: 614.26, Comm 1.60\n",
      "2016-04-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-04-13T00:00:00, BUY EXECUTED, Price: 319.20, Cost: 1596.00, Comm 3.99\n",
      "2016-04-25T00:00:00, SELL EXECUTED, Price: 101.15, Cost: 59314.05, Comm 155.77\n",
      "2016-04-25T00:00:00, SELL EXECUTED, Price: 162.80, Cost: 3543.94, Comm 8.95\n",
      "2016-04-25T00:00:00, SELL EXECUTED, Price: 358.00, Cost: 12535.94, Comm 34.91\n",
      "2016-04-27T00:00:00, BUY EXECUTED, Price: 163.00, Cost: 163.00, Comm 0.41\n",
      "2016-04-27T00:00:00, BUY EXECUTED, Price: 357.10, Cost: 357.10, Comm 0.89\n",
      "2016-05-02T00:00:00, BUY EXECUTED, Price: 150.00, Cost: 900.00, Comm 2.25\n",
      "2016-05-02T00:00:00, BUY EXECUTED, Price: 91.90, Cost: 6616.80, Comm 16.54\n",
      "2016-05-02T00:00:00, SELL EXECUTED, Price: 95.00, Cost: 1256.44, Comm 2.38\n",
      "2016-05-04T00:00:00, BUY EXECUTED, Price: 87.20, Cost: 1918.40, Comm 4.80\n",
      "2016-05-09T00:00:00, SELL EXECUTED, Price: 167.50, Cost: 1918.24, Comm 7.54\n",
      "2016-05-09T00:00:00, SELL EXECUTED, Price: 93.70, Cost: 376.93, Comm 0.70\n",
      "2016-05-11T00:00:00, BUY EXECUTED, Price: 150.10, Cost: 1501.00, Comm 3.75\n",
      "2016-05-11T00:00:00, SELL EXECUTED, Price: 87.80, Cost: 1342.56, Comm 1.76\n",
      "2016-05-11T00:00:00, SELL EXECUTED, Price: 169.00, Cost: 213.14, Comm 0.84\n",
      "2016-05-11T00:00:00, BUY EXECUTED, Price: 92.00, Cost: 736.00, Comm 1.84\n",
      "2016-05-16T00:00:00, BUY EXECUTED, Price: 85.10, Cost: 2467.90, Comm 6.17\n",
      "2016-05-16T00:00:00, BUY EXECUTED, Price: 167.85, Cost: 1342.80, Comm 3.36\n",
      "2016-05-16T00:00:00, BUY EXECUTED, Price: 89.00, Cost: 2670.00, Comm 6.67\n",
      "2016-05-18T00:00:00, BUY EXECUTED, Price: 83.30, Cost: 1249.50, Comm 3.12\n",
      "2016-05-18T00:00:00, BUY EXECUTED, Price: 167.05, Cost: 501.15, Comm 1.25\n",
      "2016-05-18T00:00:00, BUY EXECUTED, Price: 88.40, Cost: 442.00, Comm 1.11\n",
      "2016-05-18T00:00:00, BUY EXECUTED, Price: 80.25, Cost: 12037.50, Comm 30.09\n",
      "2016-05-23T00:00:00, BUY EXECUTED, Price: 81.80, Cost: 654.40, Comm 1.64\n",
      "2016-05-23T00:00:00, BUY EXECUTED, Price: 77.85, Cost: 544.95, Comm 1.36\n",
      "2016-05-23T00:00:00, BUY EXECUTED, Price: 179.25, Cost: 47680.50, Comm 119.20\n",
      "2016-05-25T00:00:00, BUY EXECUTED, Price: 148.65, Cost: 1932.45, Comm 4.83\n",
      "2016-05-25T00:00:00, SELL EXECUTED, Price: 182.80, Cost: 358.50, Comm 0.91\n",
      "2016-05-25T00:00:00, BUY EXECUTED, Price: 79.95, Cost: 799.50, Comm 2.00\n",
      "2016-05-25T00:00:00, BUY EXECUTED, Price: 77.90, Cost: 545.30, Comm 1.36\n",
      "2016-05-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-05-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-06-01T00:00:00, SELL EXECUTED, Price: 534.56, Cost: 55512.69, Comm 129.63\n",
      "2016-06-01T00:00:00, BUY EXECUTED, Price: 161.95, Cost: 2753.15, Comm 6.88\n",
      "2016-06-01T00:00:00, BUY EXECUTED, Price: 88.70, Cost: 1507.90, Comm 3.77\n",
      "2016-06-06T00:00:00, BUY EXECUTED, Price: 151.00, Cost: 906.00, Comm 2.27\n",
      "2016-06-06T00:00:00, SELL EXECUTED, Price: 84.10, Cost: 476.98, Comm 0.63\n",
      "2016-06-06T00:00:00, BUY EXECUTED, Price: 159.50, Cost: 638.00, Comm 1.59\n",
      "2016-06-08T00:00:00, SELL EXECUTED, Price: 555.00, Cost: 3001.96, Comm 6.94\n",
      "2016-06-08T00:00:00, BUY EXECUTED, Price: 320.05, Cost: 3840.60, Comm 9.60\n",
      "2016-06-08T00:00:00, BUY EXECUTED, Price: 359.00, Cost: 1436.00, Comm 3.59\n",
      "2016-06-13T00:00:00, BUY EXECUTED, Price: 149.00, Cost: 447.00, Comm 1.12\n",
      "2016-06-15T00:00:00, SELL EXECUTED, Price: 257.80, Cost: 52539.19, Comm 161.12\n",
      "2016-06-15T00:00:00, BUY EXECUTED, Price: 543.90, Cost: 1087.80, Comm 2.72\n",
      "2016-06-15T00:00:00, BUY EXECUTED, Price: 319.53, Cost: 319.53, Comm 0.80\n",
      "2016-06-20T00:00:00, BUY EXECUTED, Price: 525.00, Cost: 1050.00, Comm 2.62\n",
      "2016-06-20T00:00:00, BUY EXECUTED, Price: 311.90, Cost: 1559.50, Comm 3.90\n",
      "2016-06-22T00:00:00, BUY EXECUTED, Price: 149.70, Cost: 2245.50, Comm 5.61\n",
      "2016-06-22T00:00:00, BUY EXECUTED, Price: 316.30, Cost: 632.60, Comm 1.58\n",
      "2016-06-27T00:00:00, SELL EXECUTED, Price: 147.50, Cost: 159.34, Comm 0.37\n",
      "2016-06-27T00:00:00, BUY EXECUTED, Price: 517.05, Cost: 1034.10, Comm 2.59\n",
      "2016-06-27T00:00:00, BUY EXECUTED, Price: 155.60, Cost: 2489.60, Comm 6.22\n",
      "2016-06-27T00:00:00, BUY EXECUTED, Price: 348.00, Cost: 2436.00, Comm 6.09\n",
      "2016-06-29T00:00:00, BUY EXECUTED, Price: 148.50, Cost: 594.00, Comm 1.49\n",
      "2016-07-04T00:00:00, BUY EXECUTED, Price: 206.00, Cost: 206.00, Comm 0.52\n",
      "2016-07-04T00:00:00, BUY EXECUTED, Price: 159.50, Cost: 2233.00, Comm 5.58\n",
      "2016-07-07T00:00:00, SELL EXECUTED, Price: 157.50, Cost: 50160.47, Comm 173.64\n",
      "2016-07-07T00:00:00, BUY EXECUTED, Price: 159.85, Cost: 1758.35, Comm 4.40\n",
      "2016-07-11T00:00:00, BUY EXECUTED, Price: 151.30, Cost: 3631.20, Comm 9.08\n",
      "2016-07-11T00:00:00, BUY EXECUTED, Price: 160.90, Cost: 160.90, Comm 0.40\n",
      "2016-07-13T00:00:00, SELL EXECUTED, Price: 77.30, Cost: 33466.36, Comm 390.94\n",
      "2016-07-13T00:00:00, BUY EXECUTED, Price: 156.50, Cost: 2504.00, Comm 6.26\n",
      "2016-07-18T00:00:00, SELL EXECUTED, Price: 115.70, Cost: 93806.75, Comm 170.66\n",
      "2016-07-18T00:00:00, SELL EXECUTED, Price: 101.40, Cost: 60366.20, Comm 156.41\n",
      "2016-07-25T00:00:00, SELL EXECUTED, Price: 179.80, Cost: 44007.09, Comm 165.42\n",
      "2016-08-03T00:00:00, SELL EXECUTED, Price: 457.15, Cost: 46979.87, Comm 165.72\n",
      "2016-08-03T00:00:00, BUY EXECUTED, Price: 329.76, Cost: 5276.16, Comm 13.19\n",
      "2016-08-08T00:00:00, BUY EXECUTED, Price: 534.90, Cost: 6953.70, Comm 17.38\n",
      "2016-08-10T00:00:00, SELL EXECUTED, Price: 546.90, Cost: 1177.48, Comm 2.73\n",
      "2016-08-10T00:00:00, BUY EXECUTED, Price: 322.28, Cost: 2255.96, Comm 5.64\n",
      "2016-08-16T00:00:00, BUY EXECUTED, Price: 532.00, Cost: 532.00, Comm 1.33\n",
      "2016-08-17T00:00:00, BUY EXECUTED, Price: 315.39, Cost: 946.17, Comm 2.37\n",
      "2016-08-22T00:00:00, SELL EXECUTED, Price: 274.40, Cost: 47528.00, Comm 181.79\n",
      "2016-08-24T00:00:00, SELL EXECUTED, Price: 109.05, Cost: 68303.67, Comm 152.94\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-08-29T00:00:00, BUY EXECUTED, Price: 534.00, Cost: 534.00, Comm 1.33\n",
      "2016-08-31T00:00:00, BUY EXECUTED, Price: 536.00, Cost: 536.00, Comm 1.34\n",
      "2016-08-31T00:00:00, BUY EXECUTED, Price: 305.06, Cost: 2745.54, Comm 6.86\n",
      "2016-08-31T00:00:00, BUY EXECUTED, Price: 245.90, Cost: 59753.70, Comm 149.38\n",
      "2016-08-31T00:00:00, BUY EXECUTED, Price: 393.40, Cost: 59010.00, Comm 147.52\n",
      "2016-09-06T00:00:00, BUY EXECUTED, Price: 292.81, Cost: 2342.48, Comm 5.86\n",
      "2016-09-06T00:00:00, SELL EXECUTED, Price: 401.00, Cost: 393.40, Comm 1.00\n",
      "2016-09-06T00:00:00, BUY EXECUTED, Price: 242.50, Cost: 727.50, Comm 1.82\n",
      "2016-09-06T00:00:00, BUY EXECUTED, Price: 525.00, Cost: 59325.00, Comm 148.31\n",
      "2016-09-06T00:00:00, BUY EXECUTED, Price: 83.75, Cost: 59043.75, Comm 147.61\n",
      "2016-09-07T00:00:00, BUY EXECUTED, Price: 536.95, Cost: 536.95, Comm 1.34\n",
      "2016-09-07T00:00:00, SELL EXECUTED, Price: 541.72, Cost: 1050.00, Comm 2.71\n",
      "2016-09-07T00:00:00, BUY EXECUTED, Price: 401.00, Cost: 802.00, Comm 2.00\n",
      "2016-09-07T00:00:00, BUY EXECUTED, Price: 83.65, Cost: 167.30, Comm 0.42\n",
      "2016-09-07T00:00:00, BUY EXECUTED, Price: 243.90, Cost: 487.80, Comm 1.22\n",
      "2016-09-12T00:00:00, BUY EXECUTED, Price: 291.89, Cost: 291.89, Comm 0.73\n",
      "2016-09-12T00:00:00, SELL EXECUTED, Price: 548.33, Cost: 525.00, Comm 1.37\n",
      "2016-09-12T00:00:00, SELL EXECUTED, Price: 400.00, Cost: 393.50, Comm 1.00\n",
      "2016-09-12T00:00:00, BUY EXECUTED, Price: 82.50, Cost: 1237.50, Comm 3.09\n",
      "2016-09-12T00:00:00, BUY EXECUTED, Price: 237.40, Cost: 712.20, Comm 1.78\n",
      "2016-09-19T00:00:00, BUY EXECUTED, Price: 532.00, Cost: 1064.00, Comm 2.66\n",
      "2016-09-19T00:00:00, SELL EXECUTED, Price: 296.57, Cost: 315.25, Comm 0.74\n",
      "2016-09-19T00:00:00, BUY EXECUTED, Price: 44.95, Cost: 4135.40, Comm 10.34\n",
      "2016-09-19T00:00:00, SELL EXECUTED, Price: 84.30, Cost: 1172.13, Comm 2.95\n",
      "2016-09-21T00:00:00, SELL EXECUTED, Price: 216.50, Cost: 59198.61, Comm 201.89\n",
      "2016-09-21T00:00:00, BUY EXECUTED, Price: 520.00, Cost: 520.00, Comm 1.30\n",
      "2016-09-21T00:00:00, BUY EXECUTED, Price: 294.18, Cost: 588.36, Comm 1.47\n",
      "2016-09-21T00:00:00, BUY EXECUTED, Price: 84.30, Cost: 674.40, Comm 1.69\n",
      "2016-09-21T00:00:00, SELL EXECUTED, Price: 241.47, Cost: 245.74, Comm 0.60\n",
      "2016-09-26T00:00:00, BUY EXECUTED, Price: 506.00, Cost: 1518.00, Comm 3.79\n",
      "2016-09-26T00:00:00, BUY EXECUTED, Price: 528.33, Cost: 1584.99, Comm 3.96\n",
      "2016-09-26T00:00:00, BUY EXECUTED, Price: 82.30, Cost: 905.30, Comm 2.26\n",
      "2016-09-28T00:00:00, BUY EXECUTED, Price: 499.95, Cost: 499.95, Comm 1.25\n",
      "2016-09-28T00:00:00, BUY EXECUTED, Price: 287.90, Cost: 287.90, Comm 0.72\n",
      "2016-09-28T00:00:00, BUY EXECUTED, Price: 79.50, Cost: 1908.00, Comm 4.77\n",
      "2016-10-03T00:00:00, BUY EXECUTED, Price: 493.00, Cost: 493.00, Comm 1.23\n",
      "2016-10-03T00:00:00, SELL EXECUTED, Price: 288.31, Cost: 314.92, Comm 0.72\n",
      "2016-10-03T00:00:00, SELL EXECUTED, Price: 80.10, Cost: 334.30, Comm 0.80\n",
      "2016-10-03T00:00:00, BUY EXECUTED, Price: 485.00, Cost: 59170.00, Comm 147.92\n",
      "2016-10-03T00:00:00, BUY EXECUTED, Price: 272.10, Cost: 59045.70, Comm 147.61\n",
      "2016-10-03T00:00:00, BUY EXECUTED, Price: 3228.00, Cost: 58104.00, Comm 145.26\n",
      "2016-10-05T00:00:00, BUY EXECUTED, Price: 490.00, Cost: 1470.00, Comm 3.67\n",
      "2016-10-05T00:00:00, SELL EXECUTED, Price: 280.60, Cost: 272.10, Comm 0.70\n",
      "2016-10-05T00:00:00, SELL EXECUTED, Price: 82.30, Cost: 417.87, Comm 1.03\n",
      "2016-10-10T00:00:00, SELL EXECUTED, Price: 497.00, Cost: 579.57, Comm 1.24\n",
      "2016-10-10T00:00:00, BUY EXECUTED, Price: 80.50, Cost: 644.00, Comm 1.61\n",
      "2016-10-10T00:00:00, BUY EXECUTED, Price: 238.60, Cost: 238.60, Comm 0.60\n",
      "2016-10-17T00:00:00, BUY EXECUTED, Price: 280.41, Cost: 2243.28, Comm 5.61\n",
      "2016-10-17T00:00:00, BUY EXECUTED, Price: 75.00, Cost: 3750.00, Comm 9.38\n",
      "2016-10-19T00:00:00, SELL EXECUTED, Price: 281.56, Cost: 313.62, Comm 0.70\n",
      "2016-10-19T00:00:00, BUY EXECUTED, Price: 477.00, Cost: 954.00, Comm 2.39\n",
      "2016-10-19T00:00:00, BUY EXECUTED, Price: 72.65, Cost: 1162.40, Comm 2.91\n",
      "2016-10-19T00:00:00, BUY EXECUTED, Price: 72.65, Cost: 1162.40, Comm 2.91\n",
      "2016-10-24T00:00:00, SELL EXECUTED, Price: 3371.90, Cost: 2340.00, Comm 8.43\n",
      "2016-10-24T00:00:00, BUY EXECUTED, Price: 460.00, Cost: 460.00, Comm 1.15\n",
      "2016-10-26T00:00:00, BUY EXECUTED, Price: 482.00, Cost: 964.00, Comm 2.41\n",
      "2016-10-26T00:00:00, BUY EXECUTED, Price: 456.70, Cost: 2740.20, Comm 6.85\n",
      "2016-10-26T00:00:00, SELL EXECUTED, Price: 75.95, Cost: 3139.14, Comm 7.22\n",
      "2016-10-30T00:00:00, BUY EXECUTED, Price: 441.05, Cost: 2205.25, Comm 5.51\n",
      "2016-10-30T00:00:00, BUY EXECUTED, Price: 232.53, Cost: 1627.71, Comm 4.07\n",
      "2016-10-30T00:00:00, BUY EXECUTED, Price: 65.90, Cost: 60034.90, Comm 150.09\n",
      "2016-10-30T00:00:00, BUY EXECUTED, Price: 117.00, Cost: 64467.00, Comm 161.17\n",
      "2016-11-02T00:00:00, SELL EXECUTED, Price: 107.16, Cost: 702.00, Comm 1.61\n",
      "2016-11-02T00:00:00, SELL EXECUTED, Price: 65.90, Cost: 922.60, Comm 2.31\n",
      "2016-11-02T00:00:00, BUY EXECUTED, Price: 228.85, Cost: 228.85, Comm 0.57\n",
      "2016-11-07T00:00:00, BUY EXECUTED, Price: 462.00, Cost: 924.00, Comm 2.31\n",
      "2016-11-07T00:00:00, BUY EXECUTED, Price: 23.70, Cost: 7038.90, Comm 17.60\n",
      "2016-11-07T00:00:00, BUY EXECUTED, Price: 63.00, Cost: 1449.00, Comm 3.62\n",
      "2016-11-07T00:00:00, BUY EXECUTED, Price: 484.75, Cost: 58170.00, Comm 145.42\n",
      "2016-11-09T00:00:00, SELL EXECUTED, Price: 21.95, Cost: 629.71, Comm 1.32\n",
      "2016-11-09T00:00:00, BUY EXECUTED, Price: 59.60, Cost: 596.00, Comm 1.49\n",
      "2016-11-09T00:00:00, SELL EXECUTED, Price: 212.50, Cost: 245.29, Comm 0.53\n",
      "2016-11-15T00:00:00, BUY EXECUTED, Price: 435.00, Cost: 870.00, Comm 2.18\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-23T00:00:00, BUY EXECUTED, Price: 421.00, Cost: 842.00, Comm 2.10\n",
      "2016-11-23T00:00:00, BUY EXECUTED, Price: 19.55, Cost: 7487.65, Comm 18.72\n",
      "2016-11-23T00:00:00, BUY EXECUTED, Price: 54.60, Cost: 4204.20, Comm 10.51\n",
      "2016-11-23T00:00:00, BUY EXECUTED, Price: 2867.65, Cost: 2867.65, Comm 7.17\n",
      "2016-11-23T00:00:00, BUY EXECUTED, Price: 186.50, Cost: 55017.50, Comm 137.54\n",
      "2016-11-23T00:00:00, BUY EXECUTED, Price: 18690.00, Cost: 37380.00, Comm 93.45\n",
      "2016-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-28T00:00:00, BUY EXECUTED, Price: 411.40, Cost: 2879.80, Comm 7.20\n",
      "2016-11-28T00:00:00, BUY EXECUTED, Price: 18940.00, Cost: 18940.00, Comm 47.35\n",
      "2016-11-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-11-30T00:00:00, BUY EXECUTED, Price: 465.00, Cost: 2325.00, Comm 5.81\n",
      "2016-12-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-14T00:00:00, SELL EXECUTED, Price: 201.35, Cost: 373.00, Comm 1.01\n",
      "2016-12-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2016-12-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-11T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-18T00:00:00, SELL EXECUTED, Price: 483.95, Cost: 6263.84, Comm 15.73\n",
      "2017-01-18T00:00:00, SELL EXECUTED, Price: 416.30, Cost: 2361.00, Comm 6.24\n",
      "2017-01-18T00:00:00, BUY EXECUTED, Price: 69.35, Cost: 4646.45, Comm 11.62\n",
      "2017-01-23T00:00:00, BUY EXECUTED, Price: 445.25, Cost: 3116.75, Comm 7.79\n",
      "2017-01-23T00:00:00, BUY EXECUTED, Price: 470.00, Cost: 940.00, Comm 2.35\n",
      "2017-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-01-30T00:00:00, SELL EXECUTED, Price: 212.00, Cost: 559.50, Comm 1.59\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-02-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-02-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-02-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-02-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-02-06T00:00:00, SELL EXECUTED, Price: 211.00, Cost: 41290.60, Comm 184.62\n",
      "2017-02-06T00:00:00, SELL EXECUTED, Price: 111.00, Cost: 70238.06, Comm 238.93\n",
      "2017-02-06T00:00:00, BUY EXECUTED, Price: 269.90, Cost: 5128.10, Comm 12.82\n",
      "2017-02-06T00:00:00, BUY EXECUTED, Price: 460.55, Cost: 5526.60, Comm 13.82\n",
      "2017-02-06T00:00:00, BUY EXECUTED, Price: 425.00, Cost: 1700.00, Comm 4.25\n",
      "2017-02-06T00:00:00, BUY EXECUTED, Price: 229.32, Cost: 3898.44, Comm 9.75\n",
      "2017-02-06T00:00:00, BUY EXECUTED, Price: 120.00, Cost: 63840.00, Comm 159.60\n",
      "2017-02-08T00:00:00, SELL EXECUTED, Price: 325.95, Cost: 66487.68, Comm 172.75\n",
      "2017-02-08T00:00:00, SELL EXECUTED, Price: 3642.25, Cost: 60971.65, Comm 173.01\n",
      "2017-02-08T00:00:00, SELL EXECUTED, Price: 122.52, Cost: 2760.00, Comm 7.04\n",
      "2017-02-08T00:00:00, BUY EXECUTED, Price: 454.00, Cost: 454.00, Comm 1.14\n",
      "2017-02-08T00:00:00, BUY EXECUTED, Price: 171.88, Cost: 15469.20, Comm 38.67\n",
      "2017-02-13T00:00:00, BUY EXECUTED, Price: 265.05, Cost: 1325.25, Comm 3.31\n",
      "2017-02-13T00:00:00, BUY EXECUTED, Price: 124.00, Cost: 620.00, Comm 1.55\n",
      "2017-02-13T00:00:00, SELL EXECUTED, Price: 468.00, Cost: 479.61, Comm 1.17\n",
      "2017-02-13T00:00:00, SELL EXECUTED, Price: 66.00, Cost: 17614.27, Comm 61.88\n",
      "2017-02-13T00:00:00, SELL EXECUTED, Price: 175.50, Cost: 905.79, Comm 1.76\n",
      "2017-02-13T00:00:00, SELL EXECUTED, Price: 175.50, Cost: 905.79, Comm 1.76\n",
      "2017-02-15T00:00:00, SELL EXECUTED, Price: 269.00, Cost: 1087.12, Comm 2.69\n",
      "2017-02-15T00:00:00, BUY EXECUTED, Price: 120.40, Cost: 240.80, Comm 0.60\n",
      "2017-02-15T00:00:00, BUY EXECUTED, Price: 455.00, Cost: 910.00, Comm 2.27\n",
      "2017-02-15T00:00:00, SELL EXECUTED, Price: 178.71, Cost: 226.45, Comm 0.45\n",
      "2017-02-20T00:00:00, BUY EXECUTED, Price: 266.00, Cost: 1862.00, Comm 4.66\n",
      "2017-02-20T00:00:00, BUY EXECUTED, Price: 124.18, Cost: 993.44, Comm 2.48\n",
      "2017-02-20T00:00:00, BUY EXECUTED, Price: 3098.80, Cost: 6197.60, Comm 15.49\n",
      "2017-02-20T00:00:00, BUY EXECUTED, Price: 64.95, Cost: 1688.70, Comm 4.22\n",
      "2017-02-20T00:00:00, BUY EXECUTED, Price: 178.12, Cost: 1246.84, Comm 3.12\n",
      "2017-02-22T00:00:00, SELL EXECUTED, Price: 443.00, Cost: 50319.98, Comm 180.52\n",
      "2017-02-22T00:00:00, BUY EXECUTED, Price: 124.60, Cost: 498.40, Comm 1.25\n",
      "2017-02-22T00:00:00, BUY EXECUTED, Price: 3118.10, Cost: 3118.10, Comm 7.80\n",
      "2017-02-22T00:00:00, SELL EXECUTED, Price: 66.45, Cost: 711.55, Comm 2.49\n",
      "2017-02-22T00:00:00, BUY EXECUTED, Price: 422.00, Cost: 3376.00, Comm 8.44\n",
      "2017-02-22T00:00:00, BUY EXECUTED, Price: 178.16, Cost: 890.80, Comm 2.23\n",
      "2017-03-01T00:00:00, BUY EXECUTED, Price: 125.79, Cost: 125.79, Comm 0.31\n",
      "2017-03-01T00:00:00, BUY EXECUTED, Price: 416.80, Cost: 833.60, Comm 2.08\n",
      "2017-03-01T00:00:00, SELL EXECUTED, Price: 183.00, Cost: 1574.10, Comm 3.20\n",
      "2017-03-06T00:00:00, SELL EXECUTED, Price: 184.24, Cost: 674.61, Comm 1.38\n",
      "2017-03-06T00:00:00, BUY EXECUTED, Price: 130.75, Cost: 66551.75, Comm 166.38\n",
      "2017-03-08T00:00:00, SELL EXECUTED, Price: 131.33, Cost: 130.75, Comm 0.33\n",
      "2017-03-14T00:00:00, SELL EXECUTED, Price: 133.71, Cost: 261.50, Comm 0.67\n",
      "2017-03-14T00:00:00, BUY EXECUTED, Price: 183.75, Cost: 735.00, Comm 1.84\n",
      "2017-03-14T00:00:00, BUY EXECUTED, Price: 2746.70, Cost: 65920.80, Comm 164.80\n",
      "2017-03-15T00:00:00, SELL EXECUTED, Price: 132.92, Cost: 130.75, Comm 0.33\n",
      "2017-03-20T00:00:00, BUY EXECUTED, Price: 132.58, Cost: 1723.54, Comm 4.31\n",
      "2017-03-20T00:00:00, BUY EXECUTED, Price: 2742.00, Cost: 2742.00, Comm 6.86\n",
      "2017-03-22T00:00:00, BUY EXECUTED, Price: 485.00, Cost: 4365.00, Comm 10.91\n",
      "2017-03-22T00:00:00, BUY EXECUTED, Price: 2570.70, Cost: 2570.70, Comm 6.43\n",
      "2017-03-22T00:00:00, BUY EXECUTED, Price: 185.06, Cost: 1110.36, Comm 2.78\n",
      "2017-03-27T00:00:00, BUY EXECUTED, Price: 633.00, Cost: 69630.00, Comm 174.08\n",
      "2017-03-29T00:00:00, BUY EXECUTED, Price: 462.90, Cost: 5554.80, Comm 13.89\n",
      "2017-03-29T00:00:00, BUY EXECUTED, Price: 53.82, Cost: 70288.92, Comm 175.72\n",
      "2017-04-03T00:00:00, SELL EXECUTED, Price: 560.00, Cost: 77187.87, Comm 191.80\n",
      "2017-04-03T00:00:00, BUY EXECUTED, Price: 628.00, Cost: 1884.00, Comm 4.71\n",
      "2017-04-03T00:00:00, BUY EXECUTED, Price: 3222.80, Cost: 3222.80, Comm 8.06\n",
      "2017-04-03T00:00:00, BUY EXECUTED, Price: 454.00, Cost: 2270.00, Comm 5.68\n",
      "2017-04-03T00:00:00, BUY EXECUTED, Price: 51.76, Cost: 3260.88, Comm 8.15\n",
      "2017-04-03T00:00:00, BUY EXECUTED, Price: 628.00, Cost: 1884.00, Comm 4.71\n",
      "2017-04-10T00:00:00, BUY EXECUTED, Price: 656.00, Cost: 656.00, Comm 1.64\n",
      "2017-04-10T00:00:00, BUY EXECUTED, Price: 445.00, Cost: 3115.00, Comm 7.79\n",
      "2017-04-10T00:00:00, BUY EXECUTED, Price: 2655.00, Cost: 2655.00, Comm 6.64\n",
      "2017-04-10T00:00:00, BUY EXECUTED, Price: 53.24, Cost: 638.88, Comm 1.60\n",
      "2017-04-10T00:00:00, BUY EXECUTED, Price: 53.24, Cost: 638.88, Comm 1.60\n",
      "2017-04-12T00:00:00, SELL EXECUTED, Price: 658.90, Cost: 2531.76, Comm 6.59\n",
      "2017-04-12T00:00:00, BUY EXECUTED, Price: 3210.00, Cost: 3210.00, Comm 8.03\n",
      "2017-04-12T00:00:00, BUY EXECUTED, Price: 452.55, Cost: 452.55, Comm 1.13\n",
      "2017-04-12T00:00:00, BUY EXECUTED, Price: 2633.00, Cost: 2633.00, Comm 6.58\n",
      "2017-04-12T00:00:00, SELL EXECUTED, Price: 53.42, Cost: 268.58, Comm 0.67\n",
      "2017-04-19T00:00:00, BUY EXECUTED, Price: 634.20, Cost: 4439.40, Comm 11.10\n",
      "2017-04-19T00:00:00, BUY EXECUTED, Price: 441.85, Cost: 3534.80, Comm 8.84\n",
      "2017-04-19T00:00:00, BUY EXECUTED, Price: 52.46, Cost: 3829.58, Comm 9.57\n",
      "2017-04-24T00:00:00, BUY EXECUTED, Price: 610.15, Cost: 1830.45, Comm 4.58\n",
      "2017-04-24T00:00:00, BUY EXECUTED, Price: 67.30, Cost: 11642.90, Comm 29.11\n",
      "2017-04-24T00:00:00, BUY EXECUTED, Price: 2619.65, Cost: 2619.65, Comm 6.55\n",
      "2017-04-24T00:00:00, BUY EXECUTED, Price: 52.06, Cost: 2498.88, Comm 6.25\n",
      "2017-04-26T00:00:00, BUY EXECUTED, Price: 67.35, Cost: 2424.60, Comm 6.06\n",
      "2017-04-26T00:00:00, BUY EXECUTED, Price: 52.09, Cost: 2812.86, Comm 7.03\n",
      "2017-05-02T00:00:00, SELL EXECUTED, Price: 262.00, Cost: 54085.00, Comm 189.95\n",
      "2017-05-02T00:00:00, BUY EXECUTED, Price: 629.90, Cost: 1889.70, Comm 4.72\n",
      "2017-05-02T00:00:00, BUY EXECUTED, Price: 2578.00, Cost: 2578.00, Comm 6.45\n",
      "2017-05-02T00:00:00, SELL EXECUTED, Price: 51.94, Cost: 1499.43, Comm 3.64\n",
      "2017-05-03T00:00:00, BUY EXECUTED, Price: 51.55, Cost: 206.20, Comm 0.52\n",
      "2017-05-08T00:00:00, BUY EXECUTED, Price: 273.00, Cost: 13650.00, Comm 34.12\n",
      "2017-05-08T00:00:00, BUY EXECUTED, Price: 625.55, Cost: 625.55, Comm 1.56\n",
      "2017-05-08T00:00:00, BUY EXECUTED, Price: 65.50, Cost: 1637.50, Comm 4.09\n",
      "2017-05-08T00:00:00, BUY EXECUTED, Price: 48.62, Cost: 3695.12, Comm 9.24\n",
      "2017-05-10T00:00:00, BUY EXECUTED, Price: 273.45, Cost: 2734.50, Comm 6.84\n",
      "2017-05-10T00:00:00, BUY EXECUTED, Price: 2592.00, Cost: 5184.00, Comm 12.96\n",
      "2017-05-15T00:00:00, BUY EXECUTED, Price: 628.50, Cost: 5656.50, Comm 14.14\n",
      "2017-05-15T00:00:00, BUY EXECUTED, Price: 155.60, Cost: 3890.00, Comm 9.72\n",
      "2017-05-15T00:00:00, BUY EXECUTED, Price: 66.45, Cost: 4053.45, Comm 10.13\n",
      "2017-05-15T00:00:00, BUY EXECUTED, Price: 132.50, Cost: 16695.00, Comm 41.74\n",
      "2017-05-15T00:00:00, BUY EXECUTED, Price: 2600.00, Cost: 2600.00, Comm 6.50\n",
      "2017-05-17T00:00:00, BUY EXECUTED, Price: 274.95, Cost: 3574.35, Comm 8.94\n",
      "2017-05-17T00:00:00, BUY EXECUTED, Price: 622.45, Cost: 1867.35, Comm 4.67\n",
      "2017-05-17T00:00:00, BUY EXECUTED, Price: 153.02, Cost: 1071.14, Comm 2.68\n",
      "2017-05-17T00:00:00, BUY EXECUTED, Price: 133.75, Cost: 668.75, Comm 1.67\n",
      "2017-05-22T00:00:00, SELL EXECUTED, Price: 613.00, Cost: 1263.76, Comm 3.06\n",
      "2017-05-24T00:00:00, BUY EXECUTED, Price: 575.20, Cost: 4026.40, Comm 10.07\n",
      "2017-05-29T00:00:00, SELL EXECUTED, Price: 532.50, Cost: 81543.75, Comm 228.97\n",
      "2017-05-29T00:00:00, BUY EXECUTED, Price: 544.00, Cost: 4896.00, Comm 12.24\n",
      "2017-05-29T00:00:00, SELL EXECUTED, Price: 130.75, Cost: 524.60, Comm 1.31\n",
      "2017-05-29T00:00:00, BUY EXECUTED, Price: 2430.10, Cost: 2430.10, Comm 6.08\n",
      "2017-05-29T00:00:00, BUY EXECUTED, Price: 48.92, Cost: 6066.08, Comm 15.17\n",
      "2017-05-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-05-31T00:00:00, BUY EXECUTED, Price: 48.02, Cost: 2737.14, Comm 6.84\n",
      "2017-05-31T00:00:00, BUY EXECUTED, Price: 635.00, Cost: 86995.00, Comm 217.49\n",
      "2017-06-05T00:00:00, SELL EXECUTED, Price: 656.25, Cost: 1905.00, Comm 4.92\n",
      "2017-06-05T00:00:00, BUY EXECUTED, Price: 48.32, Cost: 241.60, Comm 0.60\n",
      "2017-06-07T00:00:00, SELL EXECUTED, Price: 48.38, Cost: 845.28, Comm 1.94\n",
      "2017-06-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-06-12T00:00:00, BUY EXECUTED, Price: 47.60, Cost: 1761.20, Comm 4.40\n",
      "2017-06-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-06-14T00:00:00, BUY EXECUTED, Price: 635.00, Cost: 3175.00, Comm 7.94\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-06-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-06-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-06-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-06-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-06-21T00:00:00, BUY EXECUTED, Price: 632.20, Cost: 3161.00, Comm 7.90\n",
      "2017-06-27T00:00:00, SELL EXECUTED, Price: 186.67, Cost: 71823.00, Comm 1323.02\n",
      "2017-06-27T00:00:00, BUY EXECUTED, Price: 629.00, Cost: 629.00, Comm 1.57\n",
      "2017-06-27T00:00:00, BUY EXECUTED, Price: 61.45, Cost: 11921.30, Comm 29.80\n",
      "2017-06-28T00:00:00, BUY EXECUTED, Price: 1062.00, Cost: 90270.00, Comm 225.67\n",
      "2017-07-03T00:00:00, BUY EXECUTED, Price: 149.84, Cost: 8990.40, Comm 22.48\n",
      "2017-07-03T00:00:00, BUY EXECUTED, Price: 1064.00, Cost: 2128.00, Comm 5.32\n",
      "2017-07-05T00:00:00, BUY EXECUTED, Price: 1040.50, Cost: 1040.50, Comm 2.60\n",
      "2017-07-05T00:00:00, BUY EXECUTED, Price: 175.90, Cost: 92347.50, Comm 230.87\n",
      "2017-07-10T00:00:00, SELL EXECUTED, Price: 150.46, Cost: 624.07, Comm 1.88\n",
      "2017-07-10T00:00:00, BUY EXECUTED, Price: 176.67, Cost: 706.68, Comm 1.77\n",
      "2017-07-12T00:00:00, SELL EXECUTED, Price: 736.40, Cost: 95489.83, Comm 281.67\n",
      "2017-07-12T00:00:00, BUY EXECUTED, Price: 118.01, Cost: 29974.54, Comm 74.94\n",
      "2017-07-12T00:00:00, BUY EXECUTED, Price: 176.07, Cost: 1056.42, Comm 2.64\n",
      "2017-07-17T00:00:00, BUY EXECUTED, Price: 150.60, Cost: 3463.80, Comm 8.66\n",
      "2017-07-17T00:00:00, BUY EXECUTED, Price: 116.66, Cost: 1633.24, Comm 4.08\n",
      "2017-07-17T00:00:00, SELL EXECUTED, Price: 181.27, Cost: 1231.35, Comm 3.17\n",
      "2017-07-19T00:00:00, BUY EXECUTED, Price: 115.44, Cost: 1038.96, Comm 2.60\n",
      "2017-07-19T00:00:00, BUY EXECUTED, Price: 62.55, Cost: 32088.15, Comm 80.22\n",
      "2017-07-24T00:00:00, BUY EXECUTED, Price: 3692.00, Cost: 11076.00, Comm 27.69\n",
      "2017-07-24T00:00:00, BUY EXECUTED, Price: 543.35, Cost: 9780.30, Comm 24.45\n",
      "2017-07-26T00:00:00, SELL EXECUTED, Price: 217.50, Cost: 82349.24, Comm 200.10\n",
      "2017-07-26T00:00:00, SELL EXECUTED, Price: 117.12, Cost: 351.87, Comm 0.88\n",
      "2017-07-26T00:00:00, BUY EXECUTED, Price: 532.25, Cost: 3193.50, Comm 7.98\n",
      "2017-07-26T00:00:00, BUY EXECUTED, Price: 753.80, Cost: 95732.60, Comm 239.33\n",
      "2017-07-31T00:00:00, SELL EXECUTED, Price: 709.97, Cost: 59334.99, Comm 200.57\n",
      "2017-07-31T00:00:00, BUY EXECUTED, Price: 114.79, Cost: 1147.90, Comm 2.87\n",
      "2017-07-31T00:00:00, BUY EXECUTED, Price: 1089.90, Cost: 1089.90, Comm 2.72\n",
      "2017-07-31T00:00:00, BUY EXECUTED, Price: 517.00, Cost: 1034.00, Comm 2.58\n",
      "2017-07-31T00:00:00, SELL EXECUTED, Price: 761.00, Cost: 753.80, Comm 1.90\n",
      "2017-07-31T00:00:00, BUY EXECUTED, Price: 2438.00, Cost: 9752.00, Comm 24.38\n",
      "2017-08-02T00:00:00, BUY EXECUTED, Price: 1026.10, Cost: 4104.40, Comm 10.26\n",
      "2017-08-02T00:00:00, BUY EXECUTED, Price: 507.35, Cost: 2029.40, Comm 5.07\n",
      "2017-08-02T00:00:00, SELL EXECUTED, Price: 767.85, Cost: 753.80, Comm 1.92\n",
      "2017-08-02T00:00:00, BUY EXECUTED, Price: 2435.10, Cost: 2435.10, Comm 6.09\n",
      "2017-08-02T00:00:00, BUY EXECUTED, Price: 694.80, Cost: 95187.60, Comm 237.97\n",
      "2017-08-07T00:00:00, BUY EXECUTED, Price: 688.00, Cost: 688.00, Comm 1.72\n",
      "2017-08-07T00:00:00, BUY EXECUTED, Price: 993.80, Cost: 1987.60, Comm 4.97\n",
      "2017-08-07T00:00:00, BUY EXECUTED, Price: 739.25, Cost: 2217.75, Comm 5.54\n",
      "2017-08-07T00:00:00, BUY EXECUTED, Price: 2240.00, Cost: 6720.00, Comm 16.80\n",
      "2017-08-07T00:00:00, BUY EXECUTED, Price: 471.00, Cost: 94671.00, Comm 236.68\n",
      "2017-08-07T00:00:00, BUY EXECUTED, Price: 688.00, Cost: 688.00, Comm 1.72\n",
      "2017-08-09T00:00:00, BUY EXECUTED, Price: 974.00, Cost: 974.00, Comm 2.44\n",
      "2017-08-09T00:00:00, SELL EXECUTED, Price: 474.60, Cost: 471.00, Comm 1.19\n",
      "2017-08-09T00:00:00, BUY EXECUTED, Price: 487.40, Cost: 2437.00, Comm 6.09\n",
      "2017-08-09T00:00:00, SELL EXECUTED, Price: 745.00, Cost: 753.46, Comm 1.86\n",
      "2017-08-09T00:00:00, BUY EXECUTED, Price: 2090.90, Cost: 6272.70, Comm 15.68\n",
      "2017-08-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-08-14T00:00:00, BUY EXECUTED, Price: 616.60, Cost: 616.60, Comm 1.54\n",
      "2017-08-14T00:00:00, SELL EXECUTED, Price: 482.85, Cost: 1679.75, Comm 4.83\n",
      "2017-08-14T00:00:00, BUY EXECUTED, Price: 688.00, Cost: 2064.00, Comm 5.16\n",
      "2017-08-14T00:00:00, BUY EXECUTED, Price: 710.00, Cost: 90880.00, Comm 227.20\n",
      "2017-08-14T00:00:00, SELL EXECUTED, Price: 482.85, Cost: 1679.75, Comm 4.83\n",
      "2017-08-14T00:00:00, BUY EXECUTED, Price: 616.60, Cost: 616.60, Comm 1.54\n",
      "2017-08-21T00:00:00, BUY EXECUTED, Price: 22050.00, Cost: 22050.00, Comm 55.12\n",
      "2017-08-21T00:00:00, BUY EXECUTED, Price: 612.00, Cost: 2448.00, Comm 6.12\n",
      "2017-08-21T00:00:00, BUY EXECUTED, Price: 660.00, Cost: 660.00, Comm 1.65\n",
      "2017-08-21T00:00:00, BUY EXECUTED, Price: 943.90, Cost: 1887.80, Comm 4.72\n",
      "2017-08-21T00:00:00, SELL EXECUTED, Price: 752.50, Cost: 2840.00, Comm 7.53\n",
      "2017-08-21T00:00:00, BUY EXECUTED, Price: 1990.00, Cost: 1990.00, Comm 4.98\n",
      "2017-08-23T00:00:00, BUY EXECUTED, Price: 105.43, Cost: 4006.34, Comm 10.02\n",
      "2017-08-23T00:00:00, BUY EXECUTED, Price: 638.00, Cost: 1276.00, Comm 3.19\n",
      "2017-08-23T00:00:00, SELL EXECUTED, Price: 948.00, Cost: 2111.88, Comm 4.74\n",
      "2017-08-30T00:00:00, SELL EXECUTED, Price: 108.56, Cost: 1167.41, Comm 2.71\n",
      "2017-08-30T00:00:00, BUY EXECUTED, Price: 717.70, Cost: 2153.10, Comm 5.38\n",
      "2017-08-30T00:00:00, BUY EXECUTED, Price: 717.70, Cost: 2153.10, Comm 5.38\n",
      "2017-09-04T00:00:00, BUY EXECUTED, Price: 610.75, Cost: 1832.25, Comm 4.58\n",
      "2017-09-04T00:00:00, SELL EXECUTED, Price: 110.43, Cost: 583.70, Comm 1.38\n",
      "2017-09-04T00:00:00, BUY EXECUTED, Price: 461.70, Cost: 1385.10, Comm 3.46\n",
      "2017-09-06T00:00:00, BUY EXECUTED, Price: 602.00, Cost: 602.00, Comm 1.51\n",
      "2017-09-06T00:00:00, BUY EXECUTED, Price: 451.00, Cost: 1353.00, Comm 3.38\n",
      "2017-09-06T00:00:00, BUY EXECUTED, Price: 697.00, Cost: 2091.00, Comm 5.23\n",
      "2017-09-06T00:00:00, BUY EXECUTED, Price: 701.85, Cost: 2105.55, Comm 5.26\n",
      "2017-09-06T00:00:00, BUY EXECUTED, Price: 51.04, Cost: 561.44, Comm 1.40\n",
      "2017-09-11T00:00:00, BUY EXECUTED, Price: 584.00, Cost: 3504.00, Comm 8.76\n",
      "2017-09-11T00:00:00, BUY EXECUTED, Price: 108.09, Cost: 1729.44, Comm 4.32\n",
      "2017-09-11T00:00:00, BUY EXECUTED, Price: 443.00, Cost: 2215.00, Comm 5.54\n",
      "2017-09-11T00:00:00, SELL EXECUTED, Price: 715.05, Cost: 2130.16, Comm 5.36\n",
      "2017-09-11T00:00:00, BUY EXECUTED, Price: 48.44, Cost: 5425.28, Comm 13.56\n",
      "2017-09-13T00:00:00, BUY EXECUTED, Price: 583.20, Cost: 1166.40, Comm 2.92\n",
      "2017-09-13T00:00:00, BUY EXECUTED, Price: 660.25, Cost: 660.25, Comm 1.65\n",
      "2017-09-13T00:00:00, BUY EXECUTED, Price: 443.00, Cost: 1329.00, Comm 3.32\n",
      "2017-09-13T00:00:00, SELL EXECUTED, Price: 746.95, Cost: 710.05, Comm 1.87\n",
      "2017-09-13T00:00:00, BUY EXECUTED, Price: 47.93, Cost: 2588.22, Comm 6.47\n",
      "2017-09-18T00:00:00, SELL EXECUTED, Price: 78.55, Cost: 97449.65, Comm 298.49\n",
      "2017-09-18T00:00:00, SELL EXECUTED, Price: 607.00, Cost: 2523.70, Comm 6.07\n",
      "2017-09-18T00:00:00, BUY EXECUTED, Price: 109.08, Cost: 1418.04, Comm 3.55\n",
      "2017-09-18T00:00:00, BUY EXECUTED, Price: 650.00, Cost: 3250.00, Comm 8.12\n",
      "2017-09-18T00:00:00, SELL EXECUTED, Price: 48.92, Cost: 523.45, Comm 1.22\n",
      "2017-09-20T00:00:00, BUY EXECUTED, Price: 108.37, Cost: 1950.66, Comm 4.88\n",
      "2017-09-20T00:00:00, SELL EXECUTED, Price: 46.51, Cost: 3507.12, Comm 7.79\n",
      "2017-09-25T00:00:00, BUY EXECUTED, Price: 103.46, Cost: 1241.52, Comm 3.10\n",
      "2017-09-25T00:00:00, BUY EXECUTED, Price: 636.30, Cost: 1272.60, Comm 3.18\n",
      "2017-09-25T00:00:00, BUY EXECUTED, Price: 47.69, Cost: 4912.07, Comm 12.28\n",
      "2017-09-27T00:00:00, BUY EXECUTED, Price: 622.25, Cost: 2489.00, Comm 6.22\n",
      "2017-09-27T00:00:00, BUY EXECUTED, Price: 45.60, Cost: 2690.40, Comm 6.73\n",
      "2017-10-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-10-03T00:00:00, BUY EXECUTED, Price: 54.30, Cost: 96762.60, Comm 241.91\n",
      "2017-10-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2017-10-04T00:00:00, BUY EXECUTED, Price: 53.80, Cost: 860.80, Comm 2.15\n",
      "2017-10-04T00:00:00, BUY EXECUTED, Price: 46.02, Cost: 1058.46, Comm 2.65\n",
      "2017-10-04T00:00:00, BUY EXECUTED, Price: 53.80, Cost: 860.80, Comm 2.15\n",
      "2017-10-09T00:00:00, SELL EXECUTED, Price: 56.50, Cost: 3094.60, Comm 8.05\n",
      "2017-10-09T00:00:00, BUY EXECUTED, Price: 44.82, Cost: 4975.02, Comm 12.44\n",
      "2017-10-11T00:00:00, BUY EXECUTED, Price: 105.35, Cost: 3371.20, Comm 8.43\n",
      "2017-10-11T00:00:00, BUY EXECUTED, Price: 44.76, Cost: 1611.36, Comm 4.03\n",
      "2017-10-16T00:00:00, BUY EXECUTED, Price: 106.00, Cost: 1060.00, Comm 2.65\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-10-25T00:00:00, SELL EXECUTED, Price: 989.90, Cost: 91596.98, Comm 319.24\n",
      "2017-10-25T00:00:00, BUY EXECUTED, Price: 468.15, Cost: 39324.60, Comm 98.31\n",
      "2017-10-25T00:00:00, BUY EXECUTED, Price: 639.90, Cost: 3839.40, Comm 9.60\n",
      "2017-10-25T00:00:00, BUY EXECUTED, Price: 468.15, Cost: 39324.60, Comm 98.31\n",
      "2017-10-30T00:00:00, BUY EXECUTED, Price: 619.00, Cost: 5571.00, Comm 13.93\n",
      "2017-10-30T00:00:00, BUY EXECUTED, Price: 1009.20, Cost: 7064.40, Comm 17.66\n",
      "2017-11-01T00:00:00, BUY EXECUTED, Price: 21030.00, Cost: 21030.00, Comm 52.58\n",
      "2017-11-01T00:00:00, BUY EXECUTED, Price: 599.00, Cost: 4792.00, Comm 11.98\n",
      "2017-11-01T00:00:00, BUY EXECUTED, Price: 481.26, Cost: 3368.82, Comm 8.42\n",
      "2017-11-06T00:00:00, SELL EXECUTED, Price: 64.17, Cost: 115854.60, Comm 361.60\n",
      "2017-11-06T00:00:00, BUY EXECUTED, Price: 3675.50, Cost: 11026.50, Comm 27.57\n",
      "2017-11-08T00:00:00, SELL EXECUTED, Price: 601.60, Cost: 1360.16, Comm 3.01\n",
      "2017-11-08T00:00:00, BUY EXECUTED, Price: 862.50, Cost: 16387.50, Comm 40.97\n",
      "2017-11-13T00:00:00, BUY EXECUTED, Price: 586.20, Cost: 11137.80, Comm 27.84\n",
      "2017-11-13T00:00:00, SELL EXECUTED, Price: 112.20, Cost: 2544.75, Comm 6.17\n",
      "2017-11-13T00:00:00, BUY EXECUTED, Price: 587.45, Cost: 1174.90, Comm 2.94\n",
      "2017-11-13T00:00:00, BUY EXECUTED, Price: 840.20, Cost: 1680.40, Comm 4.20\n",
      "2017-11-20T00:00:00, SELL EXECUTED, Price: 168.60, Cost: 3395.06, Comm 11.38\n",
      "2017-11-20T00:00:00, SELL EXECUTED, Price: 81.80, Cost: 11432.95, Comm 43.97\n",
      "2017-11-22T00:00:00, BUY EXECUTED, Price: 170.95, Cost: 512.85, Comm 1.28\n",
      "2017-11-27T00:00:00, BUY EXECUTED, Price: 170.00, Cost: 510.00, Comm 1.27\n",
      "2017-11-27T00:00:00, BUY EXECUTED, Price: 829.00, Cost: 1658.00, Comm 4.15\n",
      "2017-11-27T00:00:00, BUY EXECUTED, Price: 81.50, Cost: 1385.50, Comm 3.46\n",
      "2017-11-27T00:00:00, BUY EXECUTED, Price: 829.00, Cost: 1658.00, Comm 4.15\n",
      "2017-11-29T00:00:00, BUY EXECUTED, Price: 574.00, Cost: 4018.00, Comm 10.05\n",
      "2017-11-29T00:00:00, BUY EXECUTED, Price: 82.70, Cost: 661.60, Comm 1.65\n",
      "2017-12-04T00:00:00, BUY EXECUTED, Price: 556.20, Cost: 1112.40, Comm 2.78\n",
      "2017-12-04T00:00:00, BUY EXECUTED, Price: 572.50, Cost: 2862.50, Comm 7.16\n",
      "2017-12-06T00:00:00, BUY EXECUTED, Price: 543.00, Cost: 1629.00, Comm 4.07\n",
      "2017-12-06T00:00:00, SELL EXECUTED, Price: 572.50, Cost: 676.10, Comm 1.43\n",
      "2017-12-11T00:00:00, BUY EXECUTED, Price: 537.95, Cost: 2151.80, Comm 5.38\n",
      "2017-12-11T00:00:00, BUY EXECUTED, Price: 568.85, Cost: 1137.70, Comm 2.84\n",
      "2017-12-11T00:00:00, SELL EXECUTED, Price: 828.00, Cost: 1014.21, Comm 2.07\n",
      "2017-12-11T00:00:00, BUY EXECUTED, Price: 78.85, Cost: 2996.30, Comm 7.49\n",
      "2017-12-11T00:00:00, BUY EXECUTED, Price: 2198.70, Cost: 2198.70, Comm 5.50\n",
      "2017-12-11T00:00:00, BUY EXECUTED, Price: 537.95, Cost: 2151.80, Comm 5.38\n",
      "2017-12-13T00:00:00, BUY EXECUTED, Price: 166.12, Cost: 996.72, Comm 2.49\n",
      "2017-12-13T00:00:00, SELL EXECUTED, Price: 540.85, Cost: 3093.89, Comm 6.76\n",
      "2017-12-13T00:00:00, BUY EXECUTED, Price: 3435.00, Cost: 3435.00, Comm 8.59\n",
      "2017-12-13T00:00:00, BUY EXECUTED, Price: 551.45, Cost: 2757.25, Comm 6.89\n",
      "2017-12-13T00:00:00, BUY EXECUTED, Price: 77.25, Cost: 1467.75, Comm 3.67\n",
      "2017-12-18T00:00:00, SELL EXECUTED, Price: 549.45, Cost: 671.65, Comm 1.37\n",
      "2017-12-18T00:00:00, SELL EXECUTED, Price: 77.55, Cost: 383.43, Comm 1.36\n",
      "2017-12-18T00:00:00, BUY EXECUTED, Price: 409.00, Cost: 103068.00, Comm 257.67\n",
      "2017-12-20T00:00:00, BUY EXECUTED, Price: 420.00, Cost: 420.00, Comm 1.05\n",
      "2017-12-20T00:00:00, BUY EXECUTED, Price: 168.80, Cost: 1012.80, Comm 2.53\n",
      "2017-12-20T00:00:00, BUY EXECUTED, Price: 544.90, Cost: 544.90, Comm 1.36\n",
      "2017-12-20T00:00:00, BUY EXECUTED, Price: 78.80, Cost: 551.60, Comm 1.38\n",
      "2017-12-20T00:00:00, SELL EXECUTED, Price: 617.00, Cost: 6299.06, Comm 23.14\n",
      "2017-12-20T00:00:00, SELL EXECUTED, Price: 236.83, Cost: 13896.71, Comm 46.77\n",
      "2017-12-26T00:00:00, BUY EXECUTED, Price: 166.00, Cost: 3486.00, Comm 8.71\n",
      "2017-12-26T00:00:00, BUY EXECUTED, Price: 567.00, Cost: 567.00, Comm 1.42\n",
      "2017-12-27T00:00:00, SELL EXECUTED, Price: 428.80, Cost: 409.04, Comm 1.07\n",
      "2017-12-27T00:00:00, BUY EXECUTED, Price: 165.00, Cost: 165.00, Comm 0.41\n",
      "2017-12-27T00:00:00, BUY EXECUTED, Price: 569.40, Cost: 569.40, Comm 1.42\n",
      "2017-12-27T00:00:00, BUY EXECUTED, Price: 148.71, Cost: 11599.38, Comm 29.00\n",
      "2018-01-01T00:00:00, SELL EXECUTED, Price: 610.80, Cost: 103850.92, Comm 337.47\n",
      "2018-01-01T00:00:00, SELL EXECUTED, Price: 117.10, Cost: 694.02, Comm 1.76\n",
      "2018-01-01T00:00:00, BUY EXECUTED, Price: 565.50, Cost: 2262.00, Comm 5.66\n",
      "2018-01-01T00:00:00, BUY EXECUTED, Price: 147.54, Cost: 2213.10, Comm 5.53\n",
      "2018-01-08T00:00:00, BUY EXECUTED, Price: 148.00, Cost: 1776.00, Comm 4.44\n",
      "2018-01-10T00:00:00, BUY EXECUTED, Price: 146.83, Cost: 1615.13, Comm 4.04\n",
      "2018-01-15T00:00:00, SELL EXECUTED, Price: 628.80, Cost: 119968.96, Comm 304.97\n",
      "2018-01-15T00:00:00, SELL EXECUTED, Price: 143.60, Cost: 106995.09, Comm 332.07\n",
      "2018-01-15T00:00:00, BUY EXECUTED, Price: 144.17, Cost: 2595.06, Comm 6.49\n",
      "2018-01-17T00:00:00, BUY EXECUTED, Price: 3586.00, Cost: 3586.00, Comm 8.96\n",
      "2018-01-17T00:00:00, BUY EXECUTED, Price: 553.70, Cost: 3875.90, Comm 9.69\n",
      "2018-01-22T00:00:00, BUY EXECUTED, Price: 77.45, Cost: 8054.80, Comm 20.14\n",
      "2018-01-22T00:00:00, SELL EXECUTED, Price: 144.17, Cost: 402.02, Comm 1.08\n",
      "2018-01-24T00:00:00, BUY EXECUTED, Price: 143.87, Cost: 1294.83, Comm 3.24\n",
      "2018-01-31T00:00:00, SELL EXECUTED, Price: 853.80, Cost: 71389.34, Comm 362.86\n",
      "2018-01-31T00:00:00, BUY EXECUTED, Price: 537.00, Cost: 2685.00, Comm 6.71\n",
      "2018-01-31T00:00:00, SELL EXECUTED, Price: 141.67, Cost: 804.71, Comm 2.13\n",
      "2018-01-31T00:00:00, SELL EXECUTED, Price: 906.95, Cost: 8259.00, Comm 24.94\n",
      "2018-02-05T00:00:00, BUY EXECUTED, Price: 505.00, Cost: 1515.00, Comm 3.79\n",
      "2018-02-05T00:00:00, SELL EXECUTED, Price: 135.00, Cost: 402.36, Comm 1.01\n",
      "2018-02-05T00:00:00, BUY EXECUTED, Price: 2110.20, Cost: 6330.60, Comm 15.83\n",
      "2018-02-07T00:00:00, BUY EXECUTED, Price: 509.00, Cost: 1018.00, Comm 2.54\n",
      "2018-02-07T00:00:00, BUY EXECUTED, Price: 796.00, Cost: 3184.00, Comm 7.96\n",
      "2018-02-07T00:00:00, BUY EXECUTED, Price: 830.10, Cost: 4980.60, Comm 12.45\n",
      "2018-02-07T00:00:00, BUY EXECUTED, Price: 819.00, Cost: 106470.00, Comm 266.18\n",
      "2018-02-12T00:00:00, BUY EXECUTED, Price: 136.50, Cost: 1774.50, Comm 4.44\n",
      "2018-02-12T00:00:00, BUY EXECUTED, Price: 810.05, Cost: 3240.20, Comm 8.10\n",
      "2018-02-19T00:00:00, BUY EXECUTED, Price: 849.00, Cost: 113766.00, Comm 284.42\n",
      "2018-02-21T00:00:00, BUY EXECUTED, Price: 118.15, Cost: 107043.90, Comm 267.61\n",
      "2018-02-21T00:00:00, BUY EXECUTED, Price: 524.00, Cost: 105324.00, Comm 263.31\n",
      "2018-02-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-02-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-02-26T00:00:00, BUY EXECUTED, Price: 335.00, Cost: 335.00, Comm 0.84\n",
      "2018-02-26T00:00:00, SELL EXECUTED, Price: 534.40, Cost: 2096.00, Comm 5.34\n",
      "2018-02-26T00:00:00, SELL EXECUTED, Price: 813.00, Cost: 1007.55, Comm 2.03\n",
      "2018-02-26T00:00:00, BUY EXECUTED, Price: 115.00, Cost: 2070.00, Comm 5.17\n",
      "2018-02-28T00:00:00, BUY EXECUTED, Price: 328.05, Cost: 656.10, Comm 1.64\n",
      "2018-02-28T00:00:00, SELL EXECUTED, Price: 538.75, Cost: 1048.00, Comm 2.69\n",
      "2018-02-28T00:00:00, SELL EXECUTED, Price: 506.50, Cost: 1972.72, Comm 3.80\n",
      "2018-02-28T00:00:00, BUY EXECUTED, Price: 766.70, Cost: 1533.40, Comm 3.83\n",
      "2018-02-28T00:00:00, BUY EXECUTED, Price: 93.60, Cost: 13384.80, Comm 33.46\n",
      "2018-03-07T00:00:00, SELL EXECUTED, Price: 321.20, Cost: 817.73, Comm 2.41\n",
      "2018-03-07T00:00:00, BUY EXECUTED, Price: 772.00, Cost: 772.00, Comm 1.93\n",
      "2018-03-07T00:00:00, BUY EXECUTED, Price: 62.00, Cost: 11780.00, Comm 29.45\n",
      "2018-03-07T00:00:00, BUY EXECUTED, Price: 728.00, Cost: 2184.00, Comm 5.46\n",
      "2018-03-07T00:00:00, SELL EXECUTED, Price: 96.00, Cost: 2870.17, Comm 6.00\n",
      "2018-03-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-03-12T00:00:00, SELL EXECUTED, Price: 781.00, Cost: 819.00, Comm 1.95\n",
      "2018-03-12T00:00:00, BUY EXECUTED, Price: 217.93, Cost: 3486.88, Comm 8.72\n",
      "2018-03-12T00:00:00, SELL EXECUTED, Price: 70.75, Cost: 17536.05, Comm 57.13\n",
      "2018-03-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-03-14T00:00:00, BUY EXECUTED, Price: 769.80, Cost: 1539.60, Comm 3.85\n",
      "2018-03-14T00:00:00, SELL EXECUTED, Price: 325.00, Cost: 545.15, Comm 1.62\n",
      "2018-03-14T00:00:00, SELL EXECUTED, Price: 744.00, Cost: 1690.41, Comm 3.72\n",
      "2018-03-14T00:00:00, BUY EXECUTED, Price: 218.00, Cost: 218.00, Comm 0.55\n",
      "2018-03-14T00:00:00, SELL EXECUTED, Price: 94.00, Cost: 229.61, Comm 0.47\n",
      "2018-03-14T00:00:00, SELL EXECUTED, Price: 72.00, Cost: 1683.03, Comm 5.58\n",
      "2018-03-14T00:00:00, SELL EXECUTED, Price: 94.00, Cost: 229.61, Comm 0.47\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-03-19T00:00:00, BUY EXECUTED, Price: 384.00, Cost: 5376.00, Comm 13.44\n",
      "2018-03-19T00:00:00, BUY EXECUTED, Price: 768.05, Cost: 768.05, Comm 1.92\n",
      "2018-03-19T00:00:00, BUY EXECUTED, Price: 766.40, Cost: 766.40, Comm 1.92\n",
      "2018-03-19T00:00:00, SELL EXECUTED, Price: 98.55, Cost: 1607.29, Comm 3.45\n",
      "2018-03-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-03-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-03-21T00:00:00, BUY EXECUTED, Price: 745.00, Cost: 2235.00, Comm 5.59\n",
      "2018-03-21T00:00:00, BUY EXECUTED, Price: 320.00, Cost: 320.00, Comm 0.80\n",
      "2018-03-21T00:00:00, BUY EXECUTED, Price: 97.55, Cost: 1658.35, Comm 4.15\n",
      "2018-03-21T00:00:00, BUY EXECUTED, Price: 97.55, Cost: 1658.35, Comm 4.15\n",
      "2018-03-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-03-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-03-26T00:00:00, BUY EXECUTED, Price: 734.50, Cost: 2203.50, Comm 5.51\n",
      "2018-03-26T00:00:00, BUY EXECUTED, Price: 93.40, Cost: 840.60, Comm 2.10\n",
      "2018-03-28T00:00:00, BUY EXECUTED, Price: 710.00, Cost: 4260.00, Comm 10.65\n",
      "2018-04-04T00:00:00, SELL EXECUTED, Price: 504.50, Cost: 48875.32, Comm 129.91\n",
      "2018-04-04T00:00:00, SELL EXECUTED, Price: 744.00, Cost: 1623.46, Comm 3.72\n",
      "2018-04-04T00:00:00, BUY EXECUTED, Price: 96.00, Cost: 960.00, Comm 2.40\n",
      "2018-04-09T00:00:00, BUY EXECUTED, Price: 502.20, Cost: 1004.40, Comm 2.51\n",
      "2018-04-09T00:00:00, BUY EXECUTED, Price: 218.00, Cost: 2834.00, Comm 7.08\n",
      "2018-04-11T00:00:00, BUY EXECUTED, Price: 219.05, Cost: 438.10, Comm 1.10\n",
      "2018-04-16T00:00:00, BUY EXECUTED, Price: 731.00, Cost: 2193.00, Comm 5.48\n",
      "2018-04-16T00:00:00, SELL EXECUTED, Price: 848.00, Cost: 6049.74, Comm 16.96\n",
      "2018-04-18T00:00:00, BUY EXECUTED, Price: 724.00, Cost: 1448.00, Comm 3.62\n",
      "2018-04-18T00:00:00, SELL EXECUTED, Price: 98.05, Cost: 569.54, Comm 1.23\n",
      "2018-04-18T00:00:00, BUY EXECUTED, Price: 43.49, Cost: 105767.68, Comm 264.42\n",
      "2018-04-23T00:00:00, SELL EXECUTED, Price: 86.40, Cost: 93676.07, Comm 354.02\n",
      "2018-04-23T00:00:00, BUY EXECUTED, Price: 93.90, Cost: 5164.50, Comm 12.91\n",
      "2018-04-23T00:00:00, BUY EXECUTED, Price: 43.31, Cost: 1472.54, Comm 3.68\n",
      "2018-04-25T00:00:00, BUY EXECUTED, Price: 506.00, Cost: 1012.00, Comm 2.53\n",
      "2018-04-25T00:00:00, BUY EXECUTED, Price: 93.10, Cost: 1210.30, Comm 3.03\n",
      "2018-04-25T00:00:00, BUY EXECUTED, Price: 43.46, Cost: 434.60, Comm 1.09\n",
      "2018-04-30T00:00:00, SELL EXECUTED, Price: 94.40, Cost: 112.71, Comm 0.24\n",
      "2018-04-30T00:00:00, BUY EXECUTED, Price: 43.40, Cost: 3515.40, Comm 8.79\n",
      "2018-04-30T00:00:00, BUY EXECUTED, Price: 43.40, Cost: 3515.40, Comm 8.79\n",
      "2018-05-07T00:00:00, SELL EXECUTED, Price: 536.90, Cost: 524.00, Comm 1.34\n",
      "2018-05-07T00:00:00, SELL EXECUTED, Price: 92.50, Cost: 1014.35, Comm 2.08\n",
      "2018-05-07T00:00:00, BUY EXECUTED, Price: 38.08, Cost: 3808.00, Comm 9.52\n",
      "2018-05-09T00:00:00, BUY EXECUTED, Price: 524.30, Cost: 1572.90, Comm 3.93\n",
      "2018-05-09T00:00:00, SELL EXECUTED, Price: 511.10, Cost: 2630.30, Comm 5.11\n",
      "2018-05-09T00:00:00, BUY EXECUTED, Price: 36.78, Cost: 2648.16, Comm 6.62\n",
      "2018-05-14T00:00:00, BUY EXECUTED, Price: 89.00, Cost: 1513.00, Comm 3.78\n",
      "2018-05-14T00:00:00, BUY EXECUTED, Price: 2012.00, Cost: 2012.00, Comm 5.03\n",
      "2018-05-14T00:00:00, BUY EXECUTED, Price: 30.99, Cost: 14627.28, Comm 36.57\n",
      "2018-05-14T00:00:00, BUY EXECUTED, Price: 178.50, Cost: 102102.00, Comm 255.25\n",
      "2018-05-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-16T00:00:00, BUY EXECUTED, Price: 507.00, Cost: 1521.00, Comm 3.80\n",
      "2018-05-16T00:00:00, BUY EXECUTED, Price: 79.15, Cost: 2849.40, Comm 7.12\n",
      "2018-05-16T00:00:00, SELL EXECUTED, Price: 32.01, Cost: 4592.50, Comm 8.88\n",
      "2018-05-21T00:00:00, BUY EXECUTED, Price: 172.65, Cost: 863.25, Comm 2.16\n",
      "2018-05-21T00:00:00, BUY EXECUTED, Price: 480.00, Cost: 1920.00, Comm 4.80\n",
      "2018-05-21T00:00:00, BUY EXECUTED, Price: 76.00, Cost: 11400.00, Comm 28.50\n",
      "2018-05-21T00:00:00, SELL EXECUTED, Price: 31.59, Cost: 165.50, Comm 0.32\n",
      "2018-05-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-05-28T00:00:00, BUY EXECUTED, Price: 486.95, Cost: 486.95, Comm 1.22\n",
      "2018-06-04T00:00:00, BUY EXECUTED, Price: 680.00, Cost: 1360.00, Comm 3.40\n",
      "2018-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-11T00:00:00, BUY EXECUTED, Price: 697.25, Cost: 2091.75, Comm 5.23\n",
      "2018-06-11T00:00:00, SELL EXECUTED, Price: 166.60, Cost: 3848.37, Comm 12.49\n",
      "2018-06-11T00:00:00, SELL EXECUTED, Price: 134.58, Cost: 3085.63, Comm 7.74\n",
      "2018-06-11T00:00:00, BUY EXECUTED, Price: 820.00, Cost: 820.00, Comm 2.05\n",
      "2018-06-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-13T00:00:00, BUY EXECUTED, Price: 688.80, Cost: 2755.20, Comm 6.89\n",
      "2018-06-13T00:00:00, BUY EXECUTED, Price: 165.90, Cost: 2156.70, Comm 5.39\n",
      "2018-06-13T00:00:00, BUY EXECUTED, Price: 134.58, Cost: 1614.96, Comm 4.04\n",
      "2018-06-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-18T00:00:00, BUY EXECUTED, Price: 164.56, Cost: 329.12, Comm 0.82\n",
      "2018-06-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-06-25T00:00:00, BUY EXECUTED, Price: 666.70, Cost: 666.70, Comm 1.67\n",
      "2018-06-27T00:00:00, SELL EXECUTED, Price: 902.60, Cost: 134722.77, Comm 304.63\n",
      "2018-06-27T00:00:00, BUY EXECUTED, Price: 154.55, Cost: 2472.80, Comm 6.18\n",
      "2018-06-27T00:00:00, BUY EXECUTED, Price: 774.65, Cost: 5422.55, Comm 13.56\n",
      "2018-07-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-02T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-02T00:00:00, BUY EXECUTED, Price: 145.18, Cost: 4790.94, Comm 11.98\n",
      "2018-07-02T00:00:00, SELL EXECUTED, Price: 3480.00, Cost: 5612.39, Comm 17.40\n",
      "2018-07-02T00:00:00, BUY EXECUTED, Price: 168.55, Cost: 100455.80, Comm 251.14\n",
      "2018-07-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-04T00:00:00, BUY EXECUTED, Price: 157.20, Cost: 8960.40, Comm 22.40\n",
      "2018-07-04T00:00:00, SELL EXECUTED, Price: 171.45, Cost: 1854.05, Comm 4.71\n",
      "2018-07-04T00:00:00, BUY EXECUTED, Price: 145.00, Cost: 145.00, Comm 0.36\n",
      "2018-07-04T00:00:00, SELL EXECUTED, Price: 754.45, Cost: 757.68, Comm 1.89\n",
      "2018-07-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-09T00:00:00, BUY EXECUTED, Price: 125.25, Cost: 2505.00, Comm 6.26\n",
      "2018-07-11T00:00:00, SELL EXECUTED, Price: 161.90, Cost: 1588.85, Comm 3.64\n",
      "2018-07-11T00:00:00, SELL EXECUTED, Price: 78.00, Cost: 3435.74, Comm 6.24\n",
      "2018-07-16T00:00:00, BUY EXECUTED, Price: 75.20, Cost: 3083.20, Comm 7.71\n",
      "2018-07-18T00:00:00, BUY EXECUTED, Price: 634.40, Cost: 1268.80, Comm 3.17\n",
      "2018-07-18T00:00:00, SELL EXECUTED, Price: 2080.00, Cost: 7626.14, Comm 15.60\n",
      "2018-07-18T00:00:00, SELL EXECUTED, Price: 31.71, Cost: 2151.44, Comm 4.12\n",
      "2018-07-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-07-25T00:00:00, BUY EXECUTED, Price: 168.10, Cost: 1344.80, Comm 3.36\n",
      "2018-07-25T00:00:00, BUY EXECUTED, Price: 3147.05, Cost: 9441.15, Comm 23.60\n",
      "2018-07-30T00:00:00, BUY EXECUTED, Price: 168.55, Cost: 842.75, Comm 2.11\n",
      "2018-08-06T00:00:00, BUY EXECUTED, Price: 171.95, Cost: 2407.30, Comm 6.02\n",
      "2018-08-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-08-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-08-13T00:00:00, SELL EXECUTED, Price: 612.00, Cost: 99767.03, Comm 321.30\n",
      "2018-08-13T00:00:00, SELL EXECUTED, Price: 439.95, Cost: 85908.90, Comm 346.46\n",
      "2018-08-13T00:00:00, BUY EXECUTED, Price: 157.75, Cost: 4417.00, Comm 11.04\n",
      "2018-08-16T00:00:00, BUY EXECUTED, Price: 343.00, Cost: 11662.00, Comm 29.16\n",
      "2018-08-16T00:00:00, BUY EXECUTED, Price: 155.70, Cost: 934.20, Comm 2.34\n",
      "2018-08-16T00:00:00, SELL EXECUTED, Price: 753.00, Cost: 845.20, Comm 1.88\n",
      "2018-08-16T00:00:00, BUY EXECUTED, Price: 31.38, Cost: 4267.68, Comm 10.67\n",
      "2018-08-20T00:00:00, SELL EXECUTED, Price: 156.80, Cost: 175.55, Comm 0.39\n",
      "2018-08-20T00:00:00, BUY EXECUTED, Price: 206.40, Cost: 4540.80, Comm 11.35\n",
      "2018-08-20T00:00:00, BUY EXECUTED, Price: 31.11, Cost: 2737.68, Comm 6.84\n",
      "2018-08-23T00:00:00, BUY EXECUTED, Price: 760.65, Cost: 1521.30, Comm 3.80\n",
      "2018-08-23T00:00:00, BUY EXECUTED, Price: 208.00, Cost: 1248.00, Comm 3.12\n",
      "2018-08-23T00:00:00, SELL EXECUTED, Price: 32.16, Cost: 1953.42, Comm 3.86\n",
      "2018-08-27T00:00:00, SELL EXECUTED, Price: 187.00, Cost: 8431.09, Comm 23.38\n",
      "2018-08-27T00:00:00, BUY EXECUTED, Price: 761.15, Cost: 761.15, Comm 1.90\n",
      "2018-08-29T00:00:00, SELL EXECUTED, Price: 519.50, Cost: 3266.70, Comm 6.49\n",
      "2018-08-29T00:00:00, BUY EXECUTED, Price: 31.05, Cost: 3632.85, Comm 9.08\n",
      "2018-09-03T00:00:00, SELL EXECUTED, Price: 21990.35, Cost: 99400.00, Comm 274.88\n",
      "2018-09-03T00:00:00, SELL EXECUTED, Price: 203.40, Cost: 94765.51, Comm 285.78\n",
      "2018-09-03T00:00:00, BUY EXECUTED, Price: 523.55, Cost: 1570.65, Comm 3.93\n",
      "2018-09-03T00:00:00, BUY EXECUTED, Price: 30.47, Cost: 5850.24, Comm 14.63\n",
      "2018-09-05T00:00:00, BUY EXECUTED, Price: 148.60, Cost: 2972.00, Comm 7.43\n",
      "2018-09-05T00:00:00, BUY EXECUTED, Price: 498.50, Cost: 1495.50, Comm 3.74\n",
      "2018-09-10T00:00:00, BUY EXECUTED, Price: 143.59, Cost: 6317.96, Comm 15.79\n",
      "2018-09-10T00:00:00, BUY EXECUTED, Price: 495.00, Cost: 1980.00, Comm 4.95\n",
      "2018-09-10T00:00:00, BUY EXECUTED, Price: 28.21, Cost: 4823.91, Comm 12.06\n",
      "2018-09-12T00:00:00, BUY EXECUTED, Price: 471.00, Cost: 3768.00, Comm 9.42\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-09-17T00:00:00, SELL EXECUTED, Price: 143.20, Cost: 1054.32, Comm 2.86\n",
      "2018-09-17T00:00:00, BUY EXECUTED, Price: 27.90, Cost: 585.90, Comm 1.46\n",
      "2018-09-19T00:00:00, BUY EXECUTED, Price: 466.60, Cost: 1399.80, Comm 3.50\n",
      "2018-09-24T00:00:00, BUY EXECUTED, Price: 447.00, Cost: 4470.00, Comm 11.18\n",
      "2018-09-24T00:00:00, BUY EXECUTED, Price: 74.00, Cost: 5476.00, Comm 13.69\n",
      "2018-09-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-09-26T00:00:00, SELL EXECUTED, Price: 440.50, Cost: 629.54, Comm 1.10\n",
      "2018-09-26T00:00:00, BUY EXECUTED, Price: 68.15, Cost: 6610.55, Comm 16.53\n",
      "2018-09-26T00:00:00, BUY EXECUTED, Price: 24.88, Cost: 8708.00, Comm 21.77\n",
      "2018-09-26T00:00:00, BUY EXECUTED, Price: 579.00, Cost: 102483.00, Comm 256.21\n",
      "2018-09-26T00:00:00, BUY EXECUTED, Price: 666.25, Cost: 101936.25, Comm 254.84\n",
      "2018-09-26T00:00:00, BUY EXECUTED, Price: 79.00, Cost: 102068.00, Comm 255.17\n",
      "2018-09-26T00:00:00, BUY EXECUTED, Price: 1705.00, Cost: 100595.00, Comm 251.49\n",
      "2018-10-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-01T00:00:00, BUY EXECUTED, Price: 607.80, Cost: 3646.80, Comm 9.12\n",
      "2018-10-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-08T00:00:00, BUY EXECUTED, Price: 122.00, Cost: 2074.00, Comm 5.19\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-17T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-29T00:00:00, SELL EXECUTED, Price: 340.00, Cost: 10009.75, Comm 21.25\n",
      "2018-10-29T00:00:00, BUY EXECUTED, Price: 1445.00, Cost: 7225.00, Comm 18.06\n",
      "2018-10-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-10-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-11-05T00:00:00, BUY EXECUTED, Price: 349.90, Cost: 699.80, Comm 1.75\n",
      "2018-11-05T00:00:00, SELL EXECUTED, Price: 131.25, Cost: 5491.57, Comm 13.45\n",
      "2018-11-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-11-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-11-07T00:00:00, BUY EXECUTED, Price: 352.75, Cost: 2116.50, Comm 5.29\n",
      "2018-11-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-11-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-11-12T00:00:00, SELL EXECUTED, Price: 2413.90, Cost: 15252.28, Comm 36.21\n",
      "2018-11-12T00:00:00, BUY EXECUTED, Price: 128.58, Cost: 3214.50, Comm 8.04\n",
      "2018-11-12T00:00:00, SELL EXECUTED, Price: 2413.90, Cost: 15252.28, Comm 36.21\n",
      "2018-11-14T00:00:00, BUY EXECUTED, Price: 1498.00, Cost: 4494.00, Comm 11.23\n",
      "2018-11-14T00:00:00, BUY EXECUTED, Price: 65.45, Cost: 8901.20, Comm 22.25\n",
      "2018-11-19T00:00:00, BUY EXECUTED, Price: 128.33, Cost: 128.33, Comm 0.32\n",
      "2018-11-21T00:00:00, BUY EXECUTED, Price: 124.29, Cost: 2858.67, Comm 7.15\n",
      "2018-11-21T00:00:00, BUY EXECUTED, Price: 62.50, Cost: 4125.00, Comm 10.31\n",
      "2018-11-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-11-28T00:00:00, BUY EXECUTED, Price: 122.46, Cost: 2449.20, Comm 6.12\n",
      "2018-12-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-03T00:00:00, BUY EXECUTED, Price: 116.96, Cost: 3274.88, Comm 8.19\n",
      "2018-12-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-05T00:00:00, SELL EXECUTED, Price: 119.12, Cost: 2786.53, Comm 6.25\n",
      "2018-12-05T00:00:00, BUY EXECUTED, Price: 186.35, Cost: 4286.05, Comm 10.72\n",
      "2018-12-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-10T00:00:00, BUY EXECUTED, Price: 113.25, Cost: 792.75, Comm 1.98\n",
      "2018-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-12T00:00:00, Order Canceled/Margin/Rejected\n",
      "2018-12-12T00:00:00, BUY EXECUTED, Price: 114.96, Cost: 229.92, Comm 0.57\n",
      "2018-12-17T00:00:00, SELL EXECUTED, Price: 3316.00, Cost: 90820.76, Comm 265.28\n",
      "2018-12-17T00:00:00, BUY EXECUTED, Price: 712.95, Cost: 2138.85, Comm 5.35\n",
      "2018-12-17T00:00:00, BUY EXECUTED, Price: 176.90, Cost: 6014.60, Comm 15.04\n",
      "2018-12-17T00:00:00, BUY EXECUTED, Price: 51.95, Cost: 17766.90, Comm 44.42\n",
      "2018-12-19T00:00:00, BUY EXECUTED, Price: 348.00, Cost: 3132.00, Comm 7.83\n",
      "2018-12-19T00:00:00, BUY EXECUTED, Price: 703.00, Cost: 703.00, Comm 1.76\n",
      "2018-12-19T00:00:00, SELL EXECUTED, Price: 178.25, Cost: 180.30, Comm 0.45\n",
      "2018-12-19T00:00:00, SELL EXECUTED, Price: 53.45, Cost: 2637.01, Comm 6.41\n",
      "2018-12-24T00:00:00, BUY EXECUTED, Price: 342.20, Cost: 684.40, Comm 1.71\n",
      "2018-12-24T00:00:00, BUY EXECUTED, Price: 682.15, Cost: 2728.60, Comm 6.82\n",
      "2018-12-24T00:00:00, BUY EXECUTED, Price: 178.00, Cost: 534.00, Comm 1.33\n",
      "2018-12-24T00:00:00, BUY EXECUTED, Price: 53.20, Cost: 266.00, Comm 0.67\n",
      "2018-12-31T00:00:00, BUY EXECUTED, Price: 686.00, Cost: 1372.00, Comm 3.43\n",
      "2018-12-31T00:00:00, BUY EXECUTED, Price: 178.10, Cost: 1424.80, Comm 3.56\n",
      "2019-01-02T00:00:00, BUY EXECUTED, Price: 175.80, Cost: 1582.20, Comm 3.96\n",
      "2019-01-07T00:00:00, SELL EXECUTED, Price: 175.40, Cost: 180.19, Comm 0.44\n",
      "2019-01-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-16T00:00:00, BUY EXECUTED, Price: 1496.00, Cost: 2992.00, Comm 7.48\n",
      "2019-01-16T00:00:00, BUY EXECUTED, Price: 51.25, Cost: 6713.75, Comm 16.78\n",
      "2019-01-21T00:00:00, BUY EXECUTED, Price: 49.90, Cost: 1297.40, Comm 3.24\n",
      "2019-01-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-23T00:00:00, BUY EXECUTED, Price: 48.30, Cost: 2028.60, Comm 5.07\n",
      "2019-01-23T00:00:00, BUY EXECUTED, Price: 20.35, Cost: 17765.55, Comm 44.41\n",
      "2019-01-28T00:00:00, SELL EXECUTED, Price: 829.90, Cost: 27958.19, Comm 72.62\n",
      "2019-01-28T00:00:00, BUY EXECUTED, Price: 47.15, Cost: 801.55, Comm 2.00\n",
      "2019-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-01-30T00:00:00, BUY EXECUTED, Price: 46.55, Cost: 93.10, Comm 0.23\n",
      "2019-01-30T00:00:00, BUY EXECUTED, Price: 18.66, Cost: 5112.84, Comm 12.78\n",
      "2019-02-04T00:00:00, BUY EXECUTED, Price: 46.20, Cost: 1062.60, Comm 2.66\n",
      "2019-02-04T00:00:00, BUY EXECUTED, Price: 18.69, Cost: 523.32, Comm 1.31\n",
      "2019-02-06T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-06T00:00:00, BUY EXECUTED, Price: 314.00, Cost: 5338.00, Comm 13.35\n",
      "2019-02-06T00:00:00, BUY EXECUTED, Price: 45.75, Cost: 777.75, Comm 1.94\n",
      "2019-02-11T00:00:00, BUY EXECUTED, Price: 743.10, Cost: 5944.80, Comm 14.86\n",
      "2019-02-11T00:00:00, BUY EXECUTED, Price: 109.96, Cost: 4948.20, Comm 12.37\n",
      "2019-02-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-13T00:00:00, BUY EXECUTED, Price: 710.05, Cost: 4260.30, Comm 10.65\n",
      "2019-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-18T00:00:00, BUY EXECUTED, Price: 685.00, Cost: 2055.00, Comm 5.14\n",
      "2019-02-18T00:00:00, BUY EXECUTED, Price: 120.80, Cost: 4228.00, Comm 10.57\n",
      "2019-02-18T00:00:00, SELL EXECUTED, Price: 575.00, Cost: 17283.73, Comm 47.44\n",
      "2019-02-18T00:00:00, BUY EXECUTED, Price: 584.20, Cost: 5842.00, Comm 14.61\n",
      "2019-02-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-20T00:00:00, BUY EXECUTED, Price: 666.00, Cost: 2664.00, Comm 6.66\n",
      "2019-02-20T00:00:00, BUY EXECUTED, Price: 117.75, Cost: 1413.00, Comm 3.53\n",
      "2019-02-20T00:00:00, BUY EXECUTED, Price: 580.05, Cost: 4060.35, Comm 10.15\n",
      "2019-02-20T00:00:00, BUY EXECUTED, Price: 666.00, Cost: 2664.00, Comm 6.66\n",
      "2019-02-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-25T00:00:00, SELL EXECUTED, Price: 698.00, Cost: 3912.45, Comm 8.72\n",
      "2019-02-25T00:00:00, BUY EXECUTED, Price: 117.70, Cost: 2707.10, Comm 6.77\n",
      "2019-02-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-02-27T00:00:00, BUY EXECUTED, Price: 118.50, Cost: 118.50, Comm 0.30\n",
      "2019-02-27T00:00:00, BUY EXECUTED, Price: 570.00, Cost: 1710.00, Comm 4.27\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2019-03-05T00:00:00, BUY EXECUTED, Price: 571.20, Cost: 2856.00, Comm 7.14\n",
      "2019-03-05T00:00:00, BUY EXECUTED, Price: 18.06, Cost: 3286.92, Comm 8.22\n",
      "2019-03-06T00:00:00, SELL EXECUTED, Price: 710.05, Cost: 19686.00, Comm 60.35\n",
      "2019-03-06T00:00:00, BUY EXECUTED, Price: 570.20, Cost: 2280.80, Comm 5.70\n",
      "2019-03-06T00:00:00, BUY EXECUTED, Price: 18.12, Cost: 2554.92, Comm 6.39\n",
      "2019-03-11T00:00:00, BUY EXECUTED, Price: 705.70, Cost: 2117.10, Comm 5.29\n",
      "2019-03-11T00:00:00, BUY EXECUTED, Price: 579.00, Cost: 1158.00, Comm 2.90\n",
      "2019-03-13T00:00:00, SELL EXECUTED, Price: 1000.50, Cost: 99255.78, Comm 327.66\n",
      "2019-03-13T00:00:00, BUY EXECUTED, Price: 742.50, Cost: 742.50, Comm 1.86\n",
      "2019-03-13T00:00:00, BUY EXECUTED, Price: 717.00, Cost: 2151.00, Comm 5.38\n",
      "2019-03-13T00:00:00, BUY EXECUTED, Price: 589.00, Cost: 589.00, Comm 1.47\n",
      "2019-03-18T00:00:00, SELL EXECUTED, Price: 150.00, Cost: 108460.44, Comm 311.62\n",
      "2019-03-18T00:00:00, BUY EXECUTED, Price: 698.90, Cost: 2096.70, Comm 5.24\n",
      "2019-03-20T00:00:00, BUY EXECUTED, Price: 157.60, Cost: 3940.00, Comm 9.85\n",
      "2019-03-25T00:00:00, SELL EXECUTED, Price: 1682.10, Cost: 115306.00, Comm 290.16\n",
      "2019-03-25T00:00:00, SELL EXECUTED, Price: 122.05, Cost: 102068.00, Comm 394.22\n",
      "2019-03-25T00:00:00, SELL EXECUTED, Price: 89.55, Cost: 154853.93, Comm 338.72\n",
      "2019-03-25T00:00:00, BUY EXECUTED, Price: 585.00, Cost: 1755.00, Comm 4.39\n",
      "2019-03-27T00:00:00, BUY EXECUTED, Price: 569.95, Cost: 2849.75, Comm 7.12\n",
      "2019-03-27T00:00:00, BUY EXECUTED, Price: 17.67, Cost: 6219.84, Comm 15.55\n",
      "2019-04-01T00:00:00, SELL EXECUTED, Price: 18.25, Cost: 2480.09, Comm 3.51\n",
      "2019-04-03T00:00:00, BUY EXECUTED, Price: 565.00, Cost: 565.00, Comm 1.41\n",
      "2019-04-03T00:00:00, BUY EXECUTED, Price: 16.45, Cost: 9063.95, Comm 22.66\n",
      "2019-04-08T00:00:00, BUY EXECUTED, Price: 717.90, Cost: 7179.00, Comm 17.95\n",
      "2019-04-08T00:00:00, BUY EXECUTED, Price: 564.90, Cost: 2259.60, Comm 5.65\n",
      "2019-04-08T00:00:00, BUY EXECUTED, Price: 16.70, Cost: 3440.20, Comm 8.60\n",
      "2019-04-10T00:00:00, SELL EXECUTED, Price: 546.00, Cost: 146682.24, Comm 318.05\n",
      "2019-04-10T00:00:00, SELL EXECUTED, Price: 565.00, Cost: 773.70, Comm 1.41\n",
      "2019-04-10T00:00:00, SELL EXECUTED, Price: 17.05, Cost: 8276.59, Comm 11.59\n",
      "2019-04-15T00:00:00, SELL EXECUTED, Price: 565.00, Cost: 773.70, Comm 1.41\n",
      "2019-04-15T00:00:00, BUY EXECUTED, Price: 16.05, Cost: 5521.20, Comm 13.80\n",
      "2019-04-18T00:00:00, BUY EXECUTED, Price: 564.00, Cost: 1692.00, Comm 4.23\n",
      "2019-04-24T00:00:00, SELL EXECUTED, Price: 158.35, Cost: 699.58, Comm 1.58\n",
      "2019-04-24T00:00:00, BUY EXECUTED, Price: 537.10, Cost: 2148.40, Comm 5.37\n",
      "2019-04-30T00:00:00, BUY EXECUTED, Price: 154.00, Cost: 2002.00, Comm 5.00\n",
      "2019-04-30T00:00:00, BUY EXECUTED, Price: 531.55, Cost: 531.55, Comm 1.33\n",
      "2019-04-30T00:00:00, BUY EXECUTED, Price: 154.00, Cost: 2002.00, Comm 5.00\n",
      "2019-04-30T00:00:00, BUY EXECUTED, Price: 531.55, Cost: 531.55, Comm 1.33\n",
      "2019-05-02T00:00:00, SELL EXECUTED, Price: 152.60, Cost: 1741.23, Comm 3.81\n",
      "2019-05-06T00:00:00, BUY EXECUTED, Price: 293.00, Cost: 9962.00, Comm 24.91\n",
      "2019-05-06T00:00:00, BUY EXECUTED, Price: 150.00, Cost: 450.00, Comm 1.12\n",
      "2019-05-06T00:00:00, SELL EXECUTED, Price: 656.95, Cost: 664.04, Comm 1.64\n",
      "2019-05-06T00:00:00, BUY EXECUTED, Price: 53110.90, Cost: 53110.90, Comm 132.78\n",
      "2019-05-08T00:00:00, BUY EXECUTED, Price: 298.90, Cost: 298.90, Comm 0.75\n",
      "2019-05-08T00:00:00, BUY EXECUTED, Price: 643.60, Cost: 643.60, Comm 1.61\n",
      "2019-05-13T00:00:00, BUY EXECUTED, Price: 279.65, Cost: 1677.90, Comm 4.19\n",
      "2019-05-13T00:00:00, SELL EXECUTED, Price: 146.50, Cost: 174.02, Comm 0.37\n",
      "2019-05-13T00:00:00, BUY EXECUTED, Price: 591.00, Cost: 6501.00, Comm 16.25\n",
      "2019-05-15T00:00:00, BUY EXECUTED, Price: 263.00, Cost: 8416.00, Comm 21.04\n",
      "2019-05-15T00:00:00, BUY EXECUTED, Price: 144.15, Cost: 720.75, Comm 1.80\n",
      "2019-05-15T00:00:00, BUY EXECUTED, Price: 576.90, Cost: 2884.50, Comm 7.21\n",
      "2019-05-15T00:00:00, BUY EXECUTED, Price: 266.23, Cost: 100634.94, Comm 251.59\n",
      "2019-05-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-05-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-05-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-05-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 266.50, Cost: 533.00, Comm 1.33\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 251.05, Cost: 3012.60, Comm 7.53\n",
      "2019-05-20T00:00:00, SELL EXECUTED, Price: 145.00, Cost: 1911.87, Comm 3.99\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 577.00, Cost: 577.00, Comm 1.44\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 12.25, Cost: 19808.25, Comm 49.52\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 93.50, Cost: 102289.00, Comm 255.72\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 63.40, Cost: 102264.20, Comm 255.66\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 455.85, Cost: 100287.00, Comm 250.72\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 180.40, Cost: 100663.20, Comm 251.66\n",
      "2019-05-20T00:00:00, BUY EXECUTED, Price: 406.00, Cost: 99876.00, Comm 249.69\n",
      "2019-05-22T00:00:00, SELL EXECUTED, Price: 182.90, Cost: 1082.40, Comm 2.74\n",
      "2019-05-22T00:00:00, BUY EXECUTED, Price: 260.43, Cost: 1562.58, Comm 3.91\n",
      "2019-05-22T00:00:00, BUY EXECUTED, Price: 244.40, Cost: 3177.20, Comm 7.94\n",
      "2019-05-22T00:00:00, BUY EXECUTED, Price: 406.95, Cost: 406.95, Comm 1.02\n",
      "2019-05-22T00:00:00, SELL EXECUTED, Price: 599.75, Cost: 4594.75, Comm 10.50\n",
      "2019-05-22T00:00:00, BUY EXECUTED, Price: 577.85, Cost: 4044.95, Comm 10.11\n",
      "2019-05-22T00:00:00, SELL EXECUTED, Price: 521.00, Cost: 6107.63, Comm 10.42\n",
      "2019-05-22T00:00:00, SELL EXECUTED, Price: 182.05, Cost: 5766.00, Comm 14.56\n",
      "2019-05-22T00:00:00, BUY EXECUTED, Price: 11.85, Cost: 1659.00, Comm 4.15\n",
      "2019-05-27T00:00:00, SELL EXECUTED, Price: 254.60, Cost: 363.38, Comm 0.64\n",
      "2019-05-27T00:00:00, BUY EXECUTED, Price: 412.80, Cost: 1651.20, Comm 4.13\n",
      "2019-05-27T00:00:00, BUY EXECUTED, Price: 560.00, Cost: 5600.00, Comm 14.00\n",
      "2019-05-27T00:00:00, BUY EXECUTED, Price: 515.00, Cost: 4120.00, Comm 10.30\n",
      "2019-05-27T00:00:00, BUY EXECUTED, Price: 2664.00, Cost: 5328.00, Comm 13.32\n",
      "2019-05-27T00:00:00, SELL EXECUTED, Price: 12.65, Cost: 12624.18, Comm 15.31\n",
      "2019-05-27T00:00:00, SELL EXECUTED, Price: 254.60, Cost: 363.38, Comm 0.64\n",
      "2019-05-29T00:00:00, BUY EXECUTED, Price: 556.90, Cost: 2784.50, Comm 6.96\n",
      "2019-05-29T00:00:00, BUY EXECUTED, Price: 2650.00, Cost: 2650.00, Comm 6.62\n",
      "2019-06-03T00:00:00, BUY EXECUTED, Price: 249.00, Cost: 2988.00, Comm 7.47\n",
      "2019-06-03T00:00:00, BUY EXECUTED, Price: 595.00, Cost: 2380.00, Comm 5.95\n",
      "2019-06-03T00:00:00, BUY EXECUTED, Price: 547.00, Cost: 547.00, Comm 1.37\n",
      "2019-06-06T00:00:00, SELL EXECUTED, Price: 256.50, Cost: 4321.25, Comm 7.69\n",
      "2019-06-06T00:00:00, BUY EXECUTED, Price: 543.30, Cost: 1629.90, Comm 4.07\n",
      "2019-06-10T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-06-10T00:00:00, BUY EXECUTED, Price: 244.90, Cost: 3428.60, Comm 8.57\n",
      "2019-06-10T00:00:00, BUY EXECUTED, Price: 143.00, Cost: 3575.00, Comm 8.94\n",
      "2019-06-10T00:00:00, BUY EXECUTED, Price: 590.90, Cost: 590.90, Comm 1.48\n",
      "2019-06-12T00:00:00, SELL EXECUTED, Price: 251.00, Cost: 2850.19, Comm 5.02\n",
      "2019-06-12T00:00:00, BUY EXECUTED, Price: 586.00, Cost: 586.00, Comm 1.47\n",
      "2019-06-12T00:00:00, BUY EXECUTED, Price: 527.00, Cost: 1054.00, Comm 2.64\n",
      "2019-06-17T00:00:00, BUY EXECUTED, Price: 248.00, Cost: 5208.00, Comm 13.02\n",
      "2019-06-17T00:00:00, SELL EXECUTED, Price: 246.50, Cost: 356.27, Comm 0.62\n",
      "2019-06-17T00:00:00, SELL EXECUTED, Price: 142.10, Cost: 690.92, Comm 1.42\n",
      "2019-06-17T00:00:00, BUY EXECUTED, Price: 558.05, Cost: 2790.25, Comm 6.98\n",
      "2019-06-17T00:00:00, SELL EXECUTED, Price: 528.70, Cost: 1057.71, Comm 2.64\n",
      "2019-06-19T00:00:00, BUY EXECUTED, Price: 244.20, Cost: 244.20, Comm 0.61\n",
      "2019-06-19T00:00:00, BUY EXECUTED, Price: 232.10, Cost: 3017.30, Comm 7.54\n",
      "2019-06-19T00:00:00, BUY EXECUTED, Price: 540.00, Cost: 2700.00, Comm 6.75\n",
      "2019-06-19T00:00:00, SELL EXECUTED, Price: 527.00, Cost: 2115.42, Comm 5.27\n",
      "2019-06-19T00:00:00, BUY EXECUTED, Price: 174.35, Cost: 3835.70, Comm 9.59\n",
      "2019-06-19T00:00:00, BUY EXECUTED, Price: 11.95, Cost: 3644.75, Comm 9.11\n",
      "2019-06-24T00:00:00, SELL EXECUTED, Price: 249.00, Cost: 530.31, Comm 1.25\n",
      "2019-06-24T00:00:00, BUY EXECUTED, Price: 235.70, Cost: 1414.20, Comm 3.54\n",
      "2019-06-24T00:00:00, SELL EXECUTED, Price: 550.25, Cost: 648.53, Comm 1.38\n",
      "2019-06-24T00:00:00, BUY EXECUTED, Price: 495.00, Cost: 6435.00, Comm 16.09\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2019-06-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-06-26T00:00:00, BUY EXECUTED, Price: 246.20, Cost: 1231.00, Comm 3.08\n",
      "2019-06-26T00:00:00, BUY EXECUTED, Price: 230.00, Cost: 1840.00, Comm 4.60\n",
      "2019-06-26T00:00:00, BUY EXECUTED, Price: 137.55, Cost: 3301.20, Comm 8.25\n",
      "2019-06-26T00:00:00, BUY EXECUTED, Price: 545.00, Cost: 1090.00, Comm 2.73\n",
      "2019-06-26T00:00:00, BUY EXECUTED, Price: 457.45, Cost: 9149.00, Comm 22.87\n",
      "2019-07-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-01T00:00:00, BUY EXECUTED, Price: 133.05, Cost: 4390.65, Comm 10.98\n",
      "2019-07-01T00:00:00, BUY EXECUTED, Price: 538.10, Cost: 2152.40, Comm 5.38\n",
      "2019-07-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-03T00:00:00, SELL EXECUTED, Price: 235.90, Cost: 1045.94, Comm 1.77\n",
      "2019-07-03T00:00:00, BUY EXECUTED, Price: 131.50, Cost: 1446.50, Comm 3.62\n",
      "2019-07-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-08T00:00:00, BUY EXECUTED, Price: 230.00, Cost: 920.00, Comm 2.30\n",
      "2019-07-08T00:00:00, SELL EXECUTED, Price: 128.50, Cost: 1016.33, Comm 1.93\n",
      "2019-07-10T00:00:00, BUY EXECUTED, Price: 126.15, Cost: 756.90, Comm 1.89\n",
      "2019-07-10T00:00:00, SELL EXECUTED, Price: 451.00, Cost: 1040.88, Comm 2.25\n",
      "2019-07-10T00:00:00, SELL EXECUTED, Price: 129.00, Cost: 16680.82, Comm 40.96\n",
      "2019-07-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-15T00:00:00, BUY EXECUTED, Price: 126.75, Cost: 507.00, Comm 1.27\n",
      "2019-07-15T00:00:00, BUY EXECUTED, Price: 128.00, Cost: 2304.00, Comm 5.76\n",
      "2019-07-17T00:00:00, BUY EXECUTED, Price: 378.90, Cost: 3410.10, Comm 8.53\n",
      "2019-07-22T00:00:00, SELL EXECUTED, Price: 175.00, Cost: 180.40, Comm 0.44\n",
      "2019-07-22T00:00:00, SELL EXECUTED, Price: 374.20, Cost: 1215.51, Comm 2.81\n",
      "2019-07-22T00:00:00, BUY EXECUTED, Price: 432.80, Cost: 865.60, Comm 2.16\n",
      "2019-07-22T00:00:00, BUY EXECUTED, Price: 158.90, Cost: 5720.40, Comm 14.30\n",
      "2019-07-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-24T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-24T00:00:00, BUY EXECUTED, Price: 167.50, Cost: 3852.50, Comm 9.63\n",
      "2019-07-29T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-29T00:00:00, BUY EXECUTED, Price: 163.90, Cost: 491.70, Comm 1.23\n",
      "2019-07-29T00:00:00, SELL EXECUTED, Price: 156.95, Cost: 714.88, Comm 1.57\n",
      "2019-07-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-31T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-07-31T00:00:00, SELL EXECUTED, Price: 356.85, Cost: 2836.19, Comm 6.24\n",
      "2019-08-05T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-05T00:00:00, BUY EXECUTED, Price: 148.00, Cost: 2960.00, Comm 7.40\n",
      "2019-08-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-07T00:00:00, SELL EXECUTED, Price: 123.00, Cost: 6957.19, Comm 16.30\n",
      "2019-08-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-13T00:00:00, SELL EXECUTED, Price: 604.00, Cost: 2333.93, Comm 4.53\n",
      "2019-08-13T00:00:00, BUY EXECUTED, Price: 38.00, Cost: 5206.00, Comm 13.02\n",
      "2019-08-13T00:00:00, SELL EXECUTED, Price: 58.00, Cost: 3867.40, Comm 8.85\n",
      "2019-08-14T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-14T00:00:00, SELL EXECUTED, Price: 587.00, Cost: 777.98, Comm 1.47\n",
      "2019-08-14T00:00:00, BUY EXECUTED, Price: 37.00, Cost: 3256.00, Comm 8.14\n",
      "2019-08-14T00:00:00, BUY EXECUTED, Price: 56.30, Cost: 450.40, Comm 1.13\n",
      "2019-08-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-19T00:00:00, BUY EXECUTED, Price: 340.20, Cost: 1701.00, Comm 4.25\n",
      "2019-08-21T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-21T00:00:00, BUY EXECUTED, Price: 374.70, Cost: 2997.60, Comm 7.49\n",
      "2019-08-21T00:00:00, SELL EXECUTED, Price: 89.75, Cost: 12809.50, Comm 30.74\n",
      "2019-08-21T00:00:00, BUY EXECUTED, Price: 34.20, Cost: 3420.00, Comm 8.55\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-26T00:00:00, BUY EXECUTED, Price: 81.40, Cost: 8302.80, Comm 20.76\n",
      "2019-08-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-28T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-08-28T00:00:00, SELL EXECUTED, Price: 83.80, Cost: 2123.69, Comm 4.82\n",
      "2019-09-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-03T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-03T00:00:00, BUY EXECUTED, Price: 570.00, Cost: 1710.00, Comm 4.27\n",
      "2019-09-03T00:00:00, SELL EXECUTED, Price: 419.00, Cost: 5926.05, Comm 13.62\n",
      "2019-09-03T00:00:00, BUY EXECUTED, Price: 82.50, Cost: 660.00, Comm 1.65\n",
      "2019-09-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-04T00:00:00, BUY EXECUTED, Price: 558.90, Cost: 558.90, Comm 1.40\n",
      "2019-09-04T00:00:00, BUY EXECUTED, Price: 402.00, Cost: 1206.00, Comm 3.01\n",
      "2019-09-04T00:00:00, BUY EXECUTED, Price: 80.10, Cost: 1121.40, Comm 2.80\n",
      "2019-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-09T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-09T00:00:00, BUY EXECUTED, Price: 574.00, Cost: 574.00, Comm 1.44\n",
      "2019-09-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-16T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-16T00:00:00, BUY EXECUTED, Price: 581.40, Cost: 1162.80, Comm 2.91\n",
      "2019-09-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-18T00:00:00, BUY EXECUTED, Price: 563.80, Cost: 1691.40, Comm 4.23\n",
      "2019-09-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-23T00:00:00, Order Canceled/Margin/Rejected\n",
      "2019-09-25T00:00:00, SELL EXECUTED, Price: 65522.00, Cost: 53110.90, Comm 163.81\n",
      "2019-09-25T00:00:00, SELL EXECUTED, Price: 224.95, Cost: 264.59, Comm 0.56\n",
      "2019-09-25T00:00:00, BUY EXECUTED, Price: 350.90, Cost: 12281.50, Comm 30.70\n",
      "2019-09-25T00:00:00, BUY EXECUTED, Price: 115.60, Cost: 9248.00, Comm 23.12\n",
      "2019-09-25T00:00:00, BUY EXECUTED, Price: 147.95, Cost: 2959.00, Comm 7.40\n",
      "2019-09-30T00:00:00, SELL EXECUTED, Price: 602.00, Cost: 151466.65, Comm 302.51\n",
      "2019-09-30T00:00:00, BUY EXECUTED, Price: 219.45, Cost: 1097.25, Comm 2.74\n",
      "2019-09-30T00:00:00, BUY EXECUTED, Price: 333.00, Cost: 2997.00, Comm 7.49\n",
      "2019-09-30T00:00:00, SELL EXECUTED, Price: 117.10, Cost: 2983.34, Comm 6.73\n",
      "2019-10-03T00:00:00, BUY EXECUTED, Price: 320.00, Cost: 2240.00, Comm 5.60\n",
      "2019-10-07T00:00:00, BUY EXECUTED, Price: 550.80, Cost: 1652.40, Comm 4.13\n",
      "2019-10-07T00:00:00, BUY EXECUTED, Price: 302.00, Cost: 302.00, Comm 0.76\n",
      "2019-10-07T00:00:00, BUY EXECUTED, Price: 384.80, Cost: 8850.40, Comm 22.13\n",
      "2019-10-07T00:00:00, BUY EXECUTED, Price: 384.80, Cost: 8850.40, Comm 22.13\n",
      "2019-10-14T00:00:00, BUY EXECUTED, Price: 286.00, Cost: 8866.00, Comm 22.16\n",
      "2019-10-14T00:00:00, SELL EXECUTED, Price: 380.30, Cost: 7964.14, Comm 17.11\n",
      "2019-10-16T00:00:00, BUY EXECUTED, Price: 285.50, Cost: 1998.50, Comm 5.00\n",
      "2019-10-16T00:00:00, BUY EXECUTED, Price: 383.00, Cost: 383.00, Comm 0.96\n",
      "2019-10-22T00:00:00, SELL EXECUTED, Price: 301.00, Cost: 2297.57, Comm 3.76\n",
      "2019-10-22T00:00:00, BUY EXECUTED, Price: 59.85, Cost: 897.75, Comm 2.24\n",
      "2019-10-23T00:00:00, SELL EXECUTED, Price: 967.00, Cost: 31675.90, Comm 130.55\n",
      "2019-10-23T00:00:00, BUY EXECUTED, Price: 59.55, Cost: 655.05, Comm 1.64\n",
      "2019-10-25T00:00:00, BUY EXECUTED, Price: 545.80, Cost: 6549.60, Comm 16.37\n",
      "2019-10-25T00:00:00, SELL EXECUTED, Price: 312.05, Cost: 5973.69, Comm 10.14\n",
      "2019-10-25T00:00:00, BUY EXECUTED, Price: 58.15, Cost: 2267.85, Comm 5.67\n",
      "2019-10-25T00:00:00, BUY EXECUTED, Price: 4.20, Cost: 60984.00, Comm 152.46\n",
      "2019-10-25T00:00:00, BUY EXECUTED, Price: 648.85, Cost: 94732.10, Comm 236.83\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 152.00, Cost: 132370.49, Comm 297.92\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 546.10, Cost: 745.89, Comm 1.37\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 313.60, Cost: 459.51, Comm 0.78\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 651.00, Cost: 648.85, Comm 1.63\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 58.50, Cost: 631.80, Comm 1.46\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 4.10, Cost: 5908.06, Comm 5.05\n",
      "2019-10-29T00:00:00, SELL EXECUTED, Price: 651.00, Cost: 648.85, Comm 1.63\n",
      "2019-10-30T00:00:00, BUY EXECUTED, Price: 544.00, Cost: 1088.00, Comm 2.72\n",
      "2019-10-30T00:00:00, BUY EXECUTED, Price: 309.20, Cost: 1236.80, Comm 3.09\n",
      "2019-10-30T00:00:00, BUY EXECUTED, Price: 660.40, Cost: 660.40, Comm 1.65\n",
      "2019-10-30T00:00:00, BUY EXECUTED, Price: 58.70, Cost: 117.40, Comm 0.29\n",
      "2019-10-30T00:00:00, BUY EXECUTED, Price: 4.00, Cost: 8844.00, Comm 22.11\n",
      "2019-10-30T00:00:00, BUY EXECUTED, Price: 660.40, Cost: 660.40, Comm 1.65\n",
      "2019-11-04T00:00:00, BUY EXECUTED, Price: 552.40, Cost: 552.40, Comm 1.38\n",
      "2019-11-04T00:00:00, SELL EXECUTED, Price: 681.80, Cost: 3894.05, Comm 10.23\n",
      "2019-11-04T00:00:00, BUY EXECUTED, Price: 59.75, Cost: 59.75, Comm 0.15\n",
      "2019-11-04T00:00:00, SELL EXECUTED, Price: 4.50, Cost: 24456.66, Comm 24.42\n",
      "2019-11-06T00:00:00, BUY EXECUTED, Price: 970.00, Cost: 970.00, Comm 2.43\n",
      "2019-11-06T00:00:00, SELL EXECUTED, Price: 695.80, Cost: 1298.02, Comm 3.48\n",
      "2019-11-06T00:00:00, BUY EXECUTED, Price: 58.70, Cost: 410.90, Comm 1.03\n",
      "2019-11-06T00:00:00, BUY EXECUTED, Price: 4.10, Cost: 1373.50, Comm 3.43\n",
      "2019-11-11T00:00:00, SELL EXECUTED, Price: 165.00, Cost: 5183.31, Comm 11.96\n",
      "2019-11-11T00:00:00, SELL EXECUTED, Price: 232.95, Cost: 11156.71, Comm 18.64\n",
      "2019-11-11T00:00:00, BUY EXECUTED, Price: 283.05, Cost: 6227.10, Comm 15.57\n",
      "2019-11-11T00:00:00, BUY EXECUTED, Price: 118.95, Cost: 1903.20, Comm 4.76\n",
      "2019-11-11T00:00:00, BUY EXECUTED, Price: 3.80, Cost: 8686.80, Comm 21.72\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2019-11-18T00:00:00, BUY EXECUTED, Price: 907.00, Cost: 2721.00, Comm 6.80\n",
      "2019-11-18T00:00:00, BUY EXECUTED, Price: 54.50, Cost: 4142.00, Comm 10.36\n",
      "2019-11-18T00:00:00, BUY EXECUTED, Price: 3.95, Cost: 1544.45, Comm 3.86\n",
      "2019-11-18T00:00:00, BUY EXECUTED, Price: 414.75, Cost: 93318.75, Comm 233.30\n",
      "2019-11-20T00:00:00, BUY EXECUTED, Price: 887.00, Cost: 7096.00, Comm 17.74\n",
      "2019-11-20T00:00:00, BUY EXECUTED, Price: 55.65, Cost: 2281.65, Comm 5.70\n",
      "2019-11-25T00:00:00, BUY EXECUTED, Price: 55.15, Cost: 1433.90, Comm 3.58\n",
      "2019-12-02T00:00:00, BUY EXECUTED, Price: 543.25, Cost: 3802.75, Comm 9.51\n",
      "2019-12-02T00:00:00, BUY EXECUTED, Price: 154.05, Cost: 2464.80, Comm 6.16\n",
      "2019-12-04T00:00:00, BUY EXECUTED, Price: 534.00, Cost: 1602.00, Comm 4.00\n",
      "2019-12-04T00:00:00, BUY EXECUTED, Price: 115.05, Cost: 7363.20, Comm 18.41\n",
      "2019-12-04T00:00:00, BUY EXECUTED, Price: 152.25, Cost: 913.50, Comm 2.28\n",
      "2019-12-09T00:00:00, BUY EXECUTED, Price: 520.00, Cost: 2080.00, Comm 5.20\n",
      "2019-12-09T00:00:00, BUY EXECUTED, Price: 113.20, Cost: 1584.80, Comm 3.96\n",
      "2019-12-09T00:00:00, BUY EXECUTED, Price: 53.50, Cost: 4119.50, Comm 10.30\n",
      "2019-12-11T00:00:00, SELL EXECUTED, Price: 110.00, Cost: 15656.71, Comm 46.75\n",
      "2019-12-11T00:00:00, BUY EXECUTED, Price: 110.50, Cost: 1215.50, Comm 3.04\n",
      "2019-12-11T00:00:00, BUY EXECUTED, Price: 51.15, Cost: 2710.95, Comm 6.78\n",
      "2019-12-23T00:00:00, BUY EXECUTED, Price: 150.85, Cost: 2866.15, Comm 7.17\n",
      "2019-12-26T00:00:00, BUY EXECUTED, Price: 163.10, Cost: 7828.80, Comm 19.57\n",
      "2019-12-26T00:00:00, BUY EXECUTED, Price: 150.65, Cost: 301.30, Comm 0.75\n",
      "2019-12-30T00:00:00, SELL EXECUTED, Price: 151.70, Cost: 528.29, Comm 1.14\n",
      "2020-01-06T00:00:00, SELL EXECUTED, Price: 46.30, Cost: 129249.37, Comm 287.87\n",
      "2020-01-08T00:00:00, BUY EXECUTED, Price: 3000.00, Cost: 99000.00, Comm 247.50\n",
      "2020-01-13T00:00:00, SELL EXECUTED, Price: 283.45, Cost: 13730.49, Comm 36.85\n",
      "2020-01-15T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-01-15T00:00:00, BUY EXECUTED, Price: 282.80, Cost: 848.40, Comm 2.12\n",
      "2020-01-20T00:00:00, SELL EXECUTED, Price: 4.70, Cost: 23067.79, Comm 26.10\n",
      "2020-01-22T00:00:00, BUY EXECUTED, Price: 145.90, Cost: 7878.60, Comm 19.70\n",
      "2020-01-27T00:00:00, SELL EXECUTED, Price: 604.00, Cost: 102993.55, Comm 385.05\n",
      "2020-01-27T00:00:00, BUY EXECUTED, Price: 3069.80, Cost: 3069.80, Comm 7.67\n",
      "2020-01-27T00:00:00, BUY EXECUTED, Price: 115.00, Cost: 4485.00, Comm 11.21\n",
      "2020-01-27T00:00:00, BUY EXECUTED, Price: 142.20, Cost: 3981.60, Comm 9.95\n",
      "2020-01-29T00:00:00, BUY EXECUTED, Price: 112.10, Cost: 896.80, Comm 2.24\n",
      "2020-01-29T00:00:00, BUY EXECUTED, Price: 138.70, Cost: 1387.00, Comm 3.47\n",
      "2020-02-01T00:00:00, SELL EXECUTED, Price: 798.95, Cost: 122571.38, Comm 379.50\n",
      "2020-02-01T00:00:00, SELL EXECUTED, Price: 1084.40, Cost: 68272.90, Comm 298.21\n",
      "2020-02-01T00:00:00, BUY EXECUTED, Price: 309.70, Cost: 1858.20, Comm 4.65\n",
      "2020-02-01T00:00:00, BUY EXECUTED, Price: 129.00, Cost: 5031.00, Comm 12.58\n",
      "2020-02-05T00:00:00, BUY EXECUTED, Price: 406.00, Cost: 5684.00, Comm 14.21\n",
      "2020-02-05T00:00:00, BUY EXECUTED, Price: 109.45, Cost: 6129.20, Comm 15.32\n",
      "2020-02-05T00:00:00, BUY EXECUTED, Price: 106.40, Cost: 102888.80, Comm 257.22\n",
      "2020-02-05T00:00:00, BUY EXECUTED, Price: 48.20, Cost: 103148.00, Comm 257.87\n",
      "2020-02-05T00:00:00, BUY EXECUTED, Price: 85.00, Cost: 102850.00, Comm 257.12\n",
      "2020-02-10T00:00:00, SELL EXECUTED, Price: 87.85, Cost: 425.00, Comm 1.10\n",
      "2020-02-10T00:00:00, SELL EXECUTED, Price: 109.15, Cost: 106.40, Comm 0.27\n",
      "2020-02-10T00:00:00, BUY EXECUTED, Price: 49.00, Cost: 637.00, Comm 1.59\n",
      "2020-02-12T00:00:00, BUY EXECUTED, Price: 85.40, Cost: 1281.00, Comm 3.20\n",
      "2020-02-12T00:00:00, BUY EXECUTED, Price: 107.00, Cost: 1391.00, Comm 3.48\n",
      "2020-02-17T00:00:00, SELL EXECUTED, Price: 83.10, Cost: 510.03, Comm 1.25\n",
      "2020-02-17T00:00:00, SELL EXECUTED, Price: 101.50, Cost: 319.22, Comm 0.76\n",
      "2020-02-17T00:00:00, SELL EXECUTED, Price: 53.90, Cost: 1545.21, Comm 3.37\n",
      "2020-02-17T00:00:00, SELL EXECUTED, Price: 47.75, Cost: 2072.81, Comm 5.13\n",
      "2020-02-17T00:00:00, BUY EXECUTED, Price: 3.70, Cost: 23861.30, Comm 59.65\n",
      "2020-02-19T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-02-19T00:00:00, BUY EXECUTED, Price: 152.10, Cost: 4410.90, Comm 11.03\n",
      "2020-02-19T00:00:00, BUY EXECUTED, Price: 100.50, Cost: 3919.50, Comm 9.80\n",
      "2020-02-19T00:00:00, BUY EXECUTED, Price: 100.30, Cost: 702.10, Comm 1.76\n",
      "2020-02-19T00:00:00, BUY EXECUTED, Price: 52.00, Cost: 1144.00, Comm 2.86\n",
      "2020-02-19T00:00:00, BUY EXECUTED, Price: 43.50, Cost: 6438.00, Comm 16.09\n",
      "2020-02-19T00:00:00, BUY EXECUTED, Price: 3.15, Cost: 9254.70, Comm 23.14\n",
      "2020-02-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-02-26T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-02-26T00:00:00, BUY EXECUTED, Price: 97.40, Cost: 2045.40, Comm 5.11\n",
      "2020-02-26T00:00:00, BUY EXECUTED, Price: 41.90, Cost: 2807.30, Comm 7.02\n",
      "2020-03-02T00:00:00, BUY EXECUTED, Price: 47.10, Cost: 3862.20, Comm 9.66\n",
      "2020-03-02T00:00:00, BUY EXECUTED, Price: 38.00, Cost: 6118.00, Comm 15.30\n",
      "2020-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-04T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-04T00:00:00, BUY EXECUTED, Price: 138.95, Cost: 1111.60, Comm 2.78\n",
      "2020-03-04T00:00:00, BUY EXECUTED, Price: 44.05, Cost: 4801.45, Comm 12.00\n",
      "2020-03-04T00:00:00, BUY EXECUTED, Price: 36.30, Cost: 2395.80, Comm 5.99\n",
      "2020-03-04T00:00:00, BUY EXECUTED, Price: 44.05, Cost: 4801.45, Comm 12.00\n",
      "2020-03-09T00:00:00, SELL EXECUTED, Price: 42.05, Cost: 4276.57, Comm 7.57\n",
      "2020-03-16T00:00:00, BUY EXECUTED, Price: 2315.00, Cost: 2315.00, Comm 5.79\n",
      "2020-03-16T00:00:00, BUY EXECUTED, Price: 63.50, Cost: 17208.50, Comm 43.02\n",
      "2020-03-18T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-18T00:00:00, BUY EXECUTED, Price: 568.00, Cost: 2272.00, Comm 5.68\n",
      "2020-03-18T00:00:00, BUY EXECUTED, Price: 61.60, Cost: 2402.40, Comm 6.01\n",
      "2020-03-23T00:00:00, BUY EXECUTED, Price: 83.00, Cost: 17762.00, Comm 44.41\n",
      "2020-03-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-25T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-25T00:00:00, BUY EXECUTED, Price: 1917.00, Cost: 3834.00, Comm 9.59\n",
      "2020-03-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-30T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-03-30T00:00:00, BUY EXECUTED, Price: 79.00, Cost: 2923.00, Comm 7.31\n",
      "2020-04-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-01T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-07T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-08T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-20T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-22T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-04-27T00:00:00, SELL EXECUTED, Price: 4002.80, Cost: 99491.66, Comm 390.27\n",
      "2020-04-27T00:00:00, BUY EXECUTED, Price: 264.50, Cost: 21160.00, Comm 52.90\n",
      "2020-04-27T00:00:00, BUY EXECUTED, Price: 31.50, Cost: 22365.00, Comm 55.91\n",
      "2020-04-27T00:00:00, BUY EXECUTED, Price: 27.80, Cost: 17486.20, Comm 43.72\n",
      "2020-04-29T00:00:00, BUY EXECUTED, Price: 259.50, Cost: 519.00, Comm 1.30\n",
      "2020-04-29T00:00:00, BUY EXECUTED, Price: 31.10, Cost: 93.30, Comm 0.23\n",
      "2020-04-29T00:00:00, BUY EXECUTED, Price: 27.00, Cost: 1836.00, Comm 4.59\n",
      "2020-04-29T00:00:00, BUY EXECUTED, Price: 259.50, Cost: 519.00, Comm 1.30\n",
      "2020-05-06T00:00:00, BUY EXECUTED, Price: 65.30, Cost: 7444.20, Comm 18.61\n",
      "2020-05-06T00:00:00, BUY EXECUTED, Price: 239.35, Cost: 5026.35, Comm 12.57\n",
      "2020-05-06T00:00:00, BUY EXECUTED, Price: 30.75, Cost: 399.75, Comm 1.00\n",
      "2020-05-06T00:00:00, BUY EXECUTED, Price: 25.60, Cost: 4044.80, Comm 10.11\n",
      "2020-05-11T00:00:00, BUY EXECUTED, Price: 60.50, Cost: 6897.00, Comm 17.24\n",
      "2020-05-11T00:00:00, SELL EXECUTED, Price: 248.25, Cost: 4258.50, Comm 6.83\n",
      "2020-05-11T00:00:00, BUY EXECUTED, Price: 29.00, Cost: 5017.00, Comm 12.54\n",
      "2020-05-11T00:00:00, BUY EXECUTED, Price: 24.00, Cost: 5088.00, Comm 12.72\n",
      "2020-05-13T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-05-13T00:00:00, BUY EXECUTED, Price: 64.40, Cost: 837.20, Comm 2.09\n",
      "2020-05-13T00:00:00, BUY EXECUTED, Price: 260.00, Cost: 260.00, Comm 0.65\n",
      "2020-05-13T00:00:00, BUY EXECUTED, Price: 30.00, Cost: 2430.00, Comm 6.08\n",
      "2020-05-13T00:00:00, BUY EXECUTED, Price: 25.75, Cost: 1545.00, Comm 3.86\n",
      "2020-05-13T00:00:00, BUY EXECUTED, Price: 25.75, Cost: 1545.00, Comm 3.86\n",
      "2020-05-18T00:00:00, BUY EXECUTED, Price: 338.30, Cost: 24695.90, Comm 61.74\n",
      "2020-05-18T00:00:00, SELL EXECUTED, Price: 24.70, Cost: 5896.87, Comm 9.02\n",
      "2020-05-20T00:00:00, BUY EXECUTED, Price: 325.55, Cost: 2604.40, Comm 6.51\n",
      "2020-05-20T00:00:00, BUY EXECUTED, Price: 22.90, Cost: 6183.00, Comm 15.46\n",
      "2020-05-26T00:00:00, BUY EXECUTED, Price: 23.05, Cost: 2604.65, Comm 6.51\n",
      "2020-05-27T00:00:00, Order Canceled/Margin/Rejected\n",
      "2020-05-27T00:00:00, SELL EXECUTED, Price: 350.90, Cost: 30147.90, Comm 59.65\n",
      "2020-05-27T00:00:00, BUY EXECUTED, Price: 22.90, Cost: 1145.00, Comm 2.86\n",
      "2020-05-27T00:00:00, BUY EXECUTED, Price: 22.90, Cost: 1145.00, Comm 2.86\n",
      "2020-06-01T00:00:00, BUY EXECUTED, Price: 24.05, Cost: 986.05, Comm 2.47\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2020-06-03T00:00:00, BUY EXECUTED, Price: 89.80, Cost: 34124.00, Comm 85.31\n",
      "2020-06-17T00:00:00, SELL EXECUTED, Price: 377.95, Cost: 134596.46, Comm 328.82\n",
      "2020-06-17T00:00:00, BUY EXECUTED, Price: 92.95, Cost: 21936.20, Comm 54.84\n",
      "2020-06-22T00:00:00, BUY EXECUTED, Price: 94.10, Cost: 752.80, Comm 1.88\n",
      "2020-06-24T00:00:00, SELL EXECUTED, Price: 475.25, Cost: 117488.14, Comm 314.85\n",
      "2020-06-29T00:00:00, BUY EXECUTED, Price: 83.75, Cost: 32243.75, Comm 80.61\n",
      "2020-06-29T00:00:00, BUY EXECUTED, Price: 96.40, Cost: 4048.80, Comm 10.12\n",
      "2020-06-29T00:00:00, BUY EXECUTED, Price: 83.95, Cost: 4533.30, Comm 11.33\n",
      "2020-07-01T00:00:00, BUY EXECUTED, Price: 81.10, Cost: 2433.00, Comm 6.08\n",
      "2020-07-01T00:00:00, BUY EXECUTED, Price: 79.00, Cost: 2054.00, Comm 5.13\n",
      "2020-07-06T00:00:00, BUY EXECUTED, Price: 83.15, Cost: 166.30, Comm 0.42\n",
      "2020-07-08T00:00:00, BUY EXECUTED, Price: 92.85, Cost: 6778.05, Comm 16.95\n",
      "2020-07-08T00:00:00, BUY EXECUTED, Price: 82.00, Cost: 1558.00, Comm 3.90\n",
      "2020-07-13T00:00:00, SELL EXECUTED, Price: 100.70, Cost: 118374.37, Comm 366.30\n",
      "2020-07-13T00:00:00, BUY EXECUTED, Price: 91.05, Cost: 2549.40, Comm 6.37\n",
      "2020-07-13T00:00:00, BUY EXECUTED, Price: 79.20, Cost: 4672.80, Comm 11.68\n",
      "2020-07-15T00:00:00, BUY EXECUTED, Price: 88.30, Cost: 1589.40, Comm 3.97\n",
      "2020-07-15T00:00:00, SELL EXECUTED, Price: 78.00, Cost: 94.45, Comm 0.20\n",
      "2020-07-20T00:00:00, BUY EXECUTED, Price: 88.90, Cost: 977.90, Comm 2.44\n",
      "2020-07-22T00:00:00, SELL EXECUTED, Price: 88.75, Cost: 1994.59, Comm 3.77\n",
      "2020-07-22T00:00:00, SELL EXECUTED, Price: 8.45, Cost: 158323.57, Comm 397.72\n",
      "2020-07-27T00:00:00, SELL EXECUTED, Price: 8.20, Cost: 1227.77, Comm 2.99\n",
      "2020-07-29T00:00:00, SELL EXECUTED, Price: 29.50, Cost: 8819.36, Comm 17.04\n",
      "2020-07-29T00:00:00, BUY EXECUTED, Price: 8.00, Cost: 4000.00, Comm 10.00\n",
      "2020-08-03T00:00:00, BUY EXECUTED, Price: 87.20, Cost: 2354.40, Comm 5.89\n",
      "2020-08-03T00:00:00, BUY EXECUTED, Price: 29.00, Cost: 2030.00, Comm 5.08\n",
      "2020-08-05T00:00:00, BUY EXECUTED, Price: 85.90, Cost: 2319.30, Comm 5.80\n",
      "2020-08-05T00:00:00, BUY EXECUTED, Price: 76.50, Cost: 3213.00, Comm 8.03\n",
      "2020-08-05T00:00:00, BUY EXECUTED, Price: 29.15, Cost: 58.30, Comm 0.15\n",
      "2020-08-10T00:00:00, SELL EXECUTED, Price: 402.20, Cost: 20607.60, Comm 78.43\n",
      "2020-08-10T00:00:00, BUY EXECUTED, Price: 86.80, Cost: 1128.40, Comm 2.82\n",
      "2020-08-10T00:00:00, BUY EXECUTED, Price: 29.50, Cost: 177.00, Comm 0.44\n",
      "2020-08-12T00:00:00, SELL EXECUTED, Price: 954.25, Cost: 93318.75, Comm 536.77\n",
      "2020-08-12T00:00:00, SELL EXECUTED, Price: 78.45, Cost: 375.81, Comm 0.78\n",
      "2020-08-17T00:00:00, SELL EXECUTED, Price: 131.60, Cost: 135557.59, Comm 297.42\n",
      "2020-08-17T00:00:00, BUY EXECUTED, Price: 398.80, Cost: 3589.20, Comm 8.97\n",
      "2020-08-17T00:00:00, BUY EXECUTED, Price: 77.50, Cost: 2635.00, Comm 6.59\n",
      "2020-08-19T00:00:00, BUY EXECUTED, Price: 397.40, Cost: 1192.20, Comm 2.98\n",
      "2020-08-19T00:00:00, BUY EXECUTED, Price: 29.60, Cost: 3877.60, Comm 9.69\n",
      "2020-08-24T00:00:00, BUY EXECUTED, Price: 395.95, Cost: 2375.70, Comm 5.94\n",
      "2020-08-24T00:00:00, BUY EXECUTED, Price: 8.65, Cost: 2690.15, Comm 6.73\n",
      "2020-08-26T00:00:00, SELL EXECUTED, Price: 104.60, Cost: 157273.46, Comm 355.12\n",
      "2020-08-26T00:00:00, BUY EXECUTED, Price: 388.20, Cost: 1552.80, Comm 3.88\n",
      "2020-08-31T00:00:00, BUY EXECUTED, Price: 393.80, Cost: 787.60, Comm 1.97\n",
      "2020-09-02T00:00:00, BUY EXECUTED, Price: 94.65, Cost: 6246.90, Comm 15.62\n",
      "2020-09-07T00:00:00, BUY EXECUTED, Price: 2898.35, Cost: 14491.75, Comm 36.23\n",
      "2020-09-09T00:00:00, SELL EXECUTED, Price: 363.00, Cost: 25102.60, Comm 65.34\n",
      "2020-09-09T00:00:00, BUY EXECUTED, Price: 73.95, Cost: 5916.00, Comm 14.79\n",
      "2020-09-14T00:00:00, BUY EXECUTED, Price: 73.85, Cost: 2289.35, Comm 5.72\n",
      "2020-09-14T00:00:00, BUY EXECUTED, Price: 28.70, Cost: 3931.90, Comm 9.83\n",
      "2020-09-16T00:00:00, BUY EXECUTED, Price: 74.25, Cost: 668.25, Comm 1.67\n",
      "2020-09-16T00:00:00, BUY EXECUTED, Price: 28.20, Cost: 3609.60, Comm 9.02\n",
      "2020-09-21T00:00:00, BUY EXECUTED, Price: 87.35, Cost: 1222.90, Comm 3.06\n",
      "2020-09-21T00:00:00, BUY EXECUTED, Price: 26.85, Cost: 5826.45, Comm 14.57\n",
      "2020-09-23T00:00:00, BUY EXECUTED, Price: 69.70, Cost: 2927.40, Comm 7.32\n",
      "2020-09-23T00:00:00, BUY EXECUTED, Price: 25.55, Cost: 1839.60, Comm 4.60\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 80.05, Cost: 6003.75, Comm 15.01\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 69.45, Cost: 625.05, Comm 1.56\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 24.50, Cost: 5439.00, Comm 13.60\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 30.85, Cost: 120870.30, Comm 302.18\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 117.90, Cost: 118843.20, Comm 297.11\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 171.00, Cost: 118161.00, Comm 295.40\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 75.00, Cost: 119550.00, Comm 298.88\n",
      "2020-09-28T00:00:00, BUY EXECUTED, Price: 359.95, Cost: 120583.25, Comm 301.46\n",
      "2020-09-30T00:00:00, BUY EXECUTED, Price: 30.30, Cost: 30.30, Comm 0.08\n",
      "2020-09-30T00:00:00, SELL EXECUTED, Price: 74.85, Cost: 675.00, Comm 1.68\n",
      "2020-09-30T00:00:00, BUY EXECUTED, Price: 170.00, Cost: 1360.00, Comm 3.40\n",
      "2020-09-30T00:00:00, SELL EXECUTED, Price: 24.70, Cost: 2517.09, Comm 4.32\n",
      "2020-10-07T00:00:00, BUY EXECUTED, Price: 29.35, Cost: 3786.15, Comm 9.47\n",
      "2020-10-07T00:00:00, BUY EXECUTED, Price: 117.10, Cost: 1053.90, Comm 2.63\n",
      "2020-10-07T00:00:00, SELL EXECUTED, Price: 75.15, Cost: 600.00, Comm 1.50\n",
      "2020-10-07T00:00:00, BUY EXECUTED, Price: 86.45, Cost: 7953.40, Comm 19.88\n",
      "2020-10-07T00:00:00, BUY EXECUTED, Price: 24.50, Cost: 1421.00, Comm 3.55\n",
      "2020-10-07T00:00:00, SELL EXECUTED, Price: 8.80, Cost: 7585.54, Comm 19.87\n",
      "2020-10-12T00:00:00, BUY EXECUTED, Price: 29.40, Cost: 1675.80, Comm 4.19\n",
      "2020-10-12T00:00:00, BUY EXECUTED, Price: 115.30, Cost: 2536.60, Comm 6.34\n",
      "2020-10-12T00:00:00, BUY EXECUTED, Price: 434.85, Cost: 2609.10, Comm 6.52\n",
      "2020-10-12T00:00:00, BUY EXECUTED, Price: 170.50, Cost: 2046.00, Comm 5.12\n",
      "2020-10-12T00:00:00, SELL EXECUTED, Price: 25.10, Cost: 2185.12, Comm 3.83\n",
      "2020-10-14T00:00:00, BUY EXECUTED, Price: 28.00, Cost: 2492.00, Comm 6.23\n",
      "2020-10-14T00:00:00, BUY EXECUTED, Price: 113.20, Cost: 339.60, Comm 0.85\n",
      "2020-10-14T00:00:00, BUY EXECUTED, Price: 24.40, Cost: 2342.40, Comm 5.86\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 27.40, Cost: 3918.20, Comm 9.80\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 112.50, Cost: 1912.50, Comm 4.78\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 74.60, Cost: 969.80, Comm 2.42\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 166.80, Cost: 166.80, Comm 0.42\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 23.40, Cost: 4212.00, Comm 10.53\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 8.10, Cost: 9355.50, Comm 23.39\n",
      "2020-10-19T00:00:00, BUY EXECUTED, Price: 27.40, Cost: 3918.20, Comm 9.80\n",
      "2020-10-21T00:00:00, SELL EXECUTED, Price: 28.55, Cost: 9702.62, Comm 22.70\n",
      "2020-10-21T00:00:00, SELL EXECUTED, Price: 23.60, Cost: 386.81, Comm 0.65\n",
      "2020-10-26T00:00:00, SELL EXECUTED, Price: 29.30, Cost: 183.07, Comm 0.44\n",
      "2020-10-26T00:00:00, SELL EXECUTED, Price: 419.00, Cost: 7128.93, Comm 27.23\n",
      "2020-10-26T00:00:00, SELL EXECUTED, Price: 24.35, Cost: 3375.82, Comm 5.84\n",
      "2020-10-28T00:00:00, SELL EXECUTED, Price: 23.95, Cost: 632.97, Comm 1.08\n",
      "2020-10-28T00:00:00, BUY EXECUTED, Price: 440.35, Cost: 118894.50, Comm 297.24\n",
      "2020-11-02T00:00:00, BUY EXECUTED, Price: 28.25, Cost: 819.25, Comm 2.05\n",
      "2020-11-02T00:00:00, BUY EXECUTED, Price: 65.40, Cost: 5951.40, Comm 14.88\n",
      "2020-11-02T00:00:00, SELL EXECUTED, Price: 465.00, Cost: 4843.85, Comm 12.79\n",
      "2020-11-04T00:00:00, BUY EXECUTED, Price: 28.00, Cost: 728.00, Comm 1.82\n",
      "2020-11-04T00:00:00, BUY EXECUTED, Price: 84.85, Cost: 1951.55, Comm 4.88\n",
      "2020-11-04T00:00:00, SELL EXECUTED, Price: 23.95, Cost: 457.14, Comm 0.78\n",
      "2020-11-04T00:00:00, BUY EXECUTED, Price: 415.70, Cost: 9561.10, Comm 23.90\n",
      "2020-11-09T00:00:00, BUY EXECUTED, Price: 27.65, Cost: 2654.40, Comm 6.64\n",
      "2020-11-09T00:00:00, SELL EXECUTED, Price: 87.45, Cost: 678.16, Comm 1.09\n",
      "2020-11-09T00:00:00, BUY EXECUTED, Price: 426.60, Cost: 1279.80, Comm 3.20\n",
      "2020-11-09T00:00:00, SELL EXECUTED, Price: 8.75, Cost: 5495.12, Comm 14.35\n",
      "2020-11-11T00:00:00, BUY EXECUTED, Price: 28.20, Cost: 507.60, Comm 1.27\n",
      "2020-11-11T00:00:00, BUY EXECUTED, Price: 410.00, Cost: 4100.00, Comm 10.25\n",
      "2020-11-11T00:00:00, SELL EXECUTED, Price: 429.00, Cost: 1314.65, Comm 3.22\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2020-11-17T00:00:00, BUY EXECUTED, Price: 28.40, Cost: 3493.20, Comm 8.73\n",
      "2020-11-17T00:00:00, BUY EXECUTED, Price: 431.40, Cost: 4314.00, Comm 10.79\n",
      "2020-11-17T00:00:00, BUY EXECUTED, Price: 9.10, Cost: 2629.90, Comm 6.57\n",
      "2020-11-18T00:00:00, BUY EXECUTED, Price: 28.30, Cost: 849.00, Comm 2.12\n",
      "2020-11-18T00:00:00, BUY EXECUTED, Price: 430.00, Cost: 860.00, Comm 2.15\n",
      "2020-11-23T00:00:00, BUY EXECUTED, Price: 421.00, Cost: 842.00, Comm 2.10\n",
      "2020-11-23T00:00:00, BUY EXECUTED, Price: 423.00, Cost: 2961.00, Comm 7.40\n",
      "2020-11-25T00:00:00, SELL EXECUTED, Price: 86.50, Cost: 119244.80, Comm 343.84\n",
      "2020-11-25T00:00:00, SELL EXECUTED, Price: 431.50, Cost: 9762.12, Comm 30.21\n",
      "2020-11-25T00:00:00, BUY EXECUTED, Price: 428.80, Cost: 1286.40, Comm 3.22\n",
      "2020-12-01T00:00:00, SELL EXECUTED, Price: 1105.05, Cost: 12934.53, Comm 55.25\n",
      "2020-12-01T00:00:00, BUY EXECUTED, Price: 420.00, Cost: 6300.00, Comm 15.75\n",
      "2020-12-02T00:00:00, SELL EXECUTED, Price: 577.65, Cost: 167328.45, Comm 398.58\n",
      "2020-12-02T00:00:00, SELL EXECUTED, Price: 442.75, Cost: 1746.69, Comm 4.43\n",
      "2020-12-07T00:00:00, BUY EXECUTED, Price: 9.80, Cost: 1470.00, Comm 3.68\n",
      "2020-12-09T00:00:00, SELL EXECUTED, Price: 108.45, Cost: 133901.69, Comm 403.71\n",
      "2020-12-09T00:00:00, SELL EXECUTED, Price: 107.95, Cost: 189205.85, Comm 376.48\n",
      "2020-12-09T00:00:00, SELL EXECUTED, Price: 618.00, Cost: 120583.25, Comm 517.58\n",
      "2020-12-09T00:00:00, BUY EXECUTED, Price: 9.60, Cost: 4464.00, Comm 11.16\n",
      "2020-12-14T00:00:00, BUY EXECUTED, Price: 433.00, Cost: 6495.00, Comm 16.24\n",
      "2020-12-16T00:00:00, SELL EXECUTED, Price: 36.65, Cost: 135856.72, Comm 410.30\n",
      "2020-12-16T00:00:00, SELL EXECUTED, Price: 33.60, Cost: 173573.67, Comm 414.62\n",
      "2020-12-16T00:00:00, SELL EXECUTED, Price: 453.85, Cost: 3055.53, Comm 7.94\n",
      "2020-12-21T00:00:00, SELL EXECUTED, Price: 98.90, Cost: 162785.87, Comm 446.29\n",
      "2020-12-31T00:00:00, | 20 |  2923065.03 |\n",
      "Final Portfolio Value: 2923065.03\n",
      "Wall time: 3min 23s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "print('Starting Portfolio Value: %.2f' % cerebro.broker.getvalue())\n",
    "# Run the strategy. Results will be output from stop.\n",
    "results = cerebro.run()\n",
    "\n",
    "# # Run over everything\n",
    "# cerebro.run(maxcpus=1)\n",
    "\n",
    "# Print out the final result\n",
    "print('Final Portfolio Value: %.2f' % cerebro.broker.getvalue())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 225,
   "id": "placed-membrane",
   "metadata": {},
   "outputs": [],
   "source": [
    "strat = results[0]\n",
    "pyfoliozer = strat.analyzers.getbyname('pyfolio')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 226,
   "id": "interstate-convert",
   "metadata": {},
   "outputs": [],
   "source": [
    "returns, positions, transactions, gross_lev = pyfoliozer.get_pf_items()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 227,
   "id": "operational-helmet",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\"><th>Start date</th><td colspan=2>2010-01-04</td></tr>\n",
       "    <tr style=\"text-align: right;\"><th>End date</th><td colspan=2>2020-12-31</td></tr>\n",
       "    <tr style=\"text-align: right;\"><th>Total months</th><td colspan=2>130</td></tr>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Backtest</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Annual return</th>\n",
       "      <td>17.689%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cumulative returns</th>\n",
       "      <td>484.613%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Annual volatility</th>\n",
       "      <td>16.87%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sharpe ratio</th>\n",
       "      <td>1.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Calmar ratio</th>\n",
       "      <td>0.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stability</th>\n",
       "      <td>0.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Max drawdown</th>\n",
       "      <td>-38.434%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Omega ratio</th>\n",
       "      <td>1.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sortino ratio</th>\n",
       "      <td>1.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Skew</th>\n",
       "      <td>-0.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kurtosis</th>\n",
       "      <td>7.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tail ratio</th>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Daily value at risk</th>\n",
       "      <td>-2.055%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pf.show_perf_stats(returns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "noticed-jenny",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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