Data_Wrangling.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import sklearn as sk\n",
    "import matplotlib.pyplot as plt\n",
    "import yfinance as yf\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Day</th>\n",
       "      <th>dayOfWeek</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sector</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>CEOAge</th>\n",
       "      <th>employees</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>1999</td>\n",
       "      <td>11</td>\n",
       "      <td>18</td>\n",
       "      <td>3</td>\n",
       "      <td>Agilent Technologies, Inc.</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>11/18/99 0:00</td>\n",
       "      <td>56.0</td>\n",
       "      <td>13500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAC</td>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>AAC Holdings, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>10/2/14 0:00</td>\n",
       "      <td>46.0</td>\n",
       "      <td>2100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAOI</td>\n",
       "      <td>2013</td>\n",
       "      <td>9</td>\n",
       "      <td>26</td>\n",
       "      <td>3</td>\n",
       "      <td>Applied Optoelectronics, Inc.</td>\n",
       "      <td>Technology</td>\n",
       "      <td>9/26/13 0:00</td>\n",
       "      <td>54.0</td>\n",
       "      <td>3054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAP</td>\n",
       "      <td>2001</td>\n",
       "      <td>11</td>\n",
       "      <td>29</td>\n",
       "      <td>3</td>\n",
       "      <td>Advance Auto Parts Inc</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>11/29/01 0:00</td>\n",
       "      <td>59.0</td>\n",
       "      <td>71000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AAT</td>\n",
       "      <td>2011</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>3</td>\n",
       "      <td>American Assets Trust, Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>1/13/11 0:00</td>\n",
       "      <td>79.0</td>\n",
       "      <td>194</td>\n",
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       "      <th>...</th>\n",
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       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3757</th>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>2005</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>Zumiez Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>5/6/05 0:00</td>\n",
       "      <td>57.0</td>\n",
       "      <td>8900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3758</th>\n",
       "      <td>ZUO</td>\n",
       "      <td>2018</td>\n",
       "      <td>4</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>Zuora, Inc.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4/12/18 0:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>933</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3759</th>\n",
       "      <td>ZX</td>\n",
       "      <td>2011</td>\n",
       "      <td>5</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>China Zenix Auto International Limited</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>5/12/11 0:00</td>\n",
       "      <td>47.0</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3760</th>\n",
       "      <td>ZYME</td>\n",
       "      <td>2017</td>\n",
       "      <td>4</td>\n",
       "      <td>28</td>\n",
       "      <td>4</td>\n",
       "      <td>Zymeworks Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>4/28/17 0:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3761</th>\n",
       "      <td>ZYNE</td>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>Zynerba Pharmaceuticals, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>8/5/15 0:00</td>\n",
       "      <td>59.0</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3762 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Symbol  Year  Month  Day  dayOfWeek  \\\n",
       "0         A  1999     11   18          3   \n",
       "1       AAC  2014     10    2          3   \n",
       "2      AAOI  2013      9   26          3   \n",
       "3       AAP  2001     11   29          3   \n",
       "4       AAT  2011      1   13          3   \n",
       "...     ...   ...    ...  ...        ...   \n",
       "3757   ZUMZ  2005      5    6          4   \n",
       "3758    ZUO  2018      4   12          3   \n",
       "3759     ZX  2011      5   12          3   \n",
       "3760   ZYME  2017      4   28          4   \n",
       "3761   ZYNE  2015      8    5          2   \n",
       "\n",
       "                                        Name             Sector  \\\n",
       "0                 Agilent Technologies, Inc.      Capital Goods   \n",
       "1                         AAC Holdings, Inc.        Health Care   \n",
       "2              Applied Optoelectronics, Inc.         Technology   \n",
       "3                     Advance Auto Parts Inc  Consumer Services   \n",
       "4                American Assets Trust, Inc.  Consumer Services   \n",
       "...                                      ...                ...   \n",
       "3757                             Zumiez Inc.  Consumer Services   \n",
       "3758                             Zuora, Inc.                NaN   \n",
       "3759  China Zenix Auto International Limited      Capital Goods   \n",
       "3760                          Zymeworks Inc.        Health Care   \n",
       "3761           Zynerba Pharmaceuticals, Inc.        Health Care   \n",
       "\n",
       "            ipoDate  CEOAge employees  \n",
       "0     11/18/99 0:00    56.0     13500  \n",
       "1      10/2/14 0:00    46.0      2100  \n",
       "2      9/26/13 0:00    54.0      3054  \n",
       "3     11/29/01 0:00    59.0     71000  \n",
       "4      1/13/11 0:00    79.0       194  \n",
       "...             ...     ...       ...  \n",
       "3757    5/6/05 0:00    57.0      8900  \n",
       "3758   4/12/18 0:00     NaN       933  \n",
       "3759   5/12/11 0:00    47.0         -  \n",
       "3760   4/28/17 0:00     NaN       147  \n",
       "3761    8/5/15 0:00    59.0        22  \n",
       "\n",
       "[3762 rows x 10 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Importing dataset and defining path variables\n",
    "path = './data/'\n",
    "data_2018 = 'ipo_stock_2010_2018.csv'\n",
    "data_2019 = 'ipo_stock_2019.csv'\n",
    "volume_data = 'IPO_trading_volumes.csv'\n",
    "\n",
    "\n",
    "#Reading in file 1 data\n",
    "df_ipo = pd.read_csv(path + data_2018)\n",
    "\n",
    "#Reading in file 2 data\n",
    "cols = ['Symbol', 'ipoDate', 'dayOfWeek', 'employees',\n",
    "  'Name', 'CEOAge', 'Sector', 'Year', 'Month', 'Day']\n",
    "df_ipo_2 = pd.read_csv(path + data_2019, encoding= 'ISO-8859-1', usecols= cols)\n",
    "\n",
    "df_ipo_2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>Symbol</th>\n",
       "      <th>dayOfWeek</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sector</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>CEOAge</th>\n",
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       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>3</td>\n",
       "      <td>Agilent Technologies, Inc.</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>1999-11-18</td>\n",
       "      <td>56.0</td>\n",
       "      <td>13500</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAC</td>\n",
       "      <td>3</td>\n",
       "      <td>AAC Holdings, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2014-10-02</td>\n",
       "      <td>46.0</td>\n",
       "      <td>2100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAOI</td>\n",
       "      <td>3</td>\n",
       "      <td>Applied Optoelectronics, Inc.</td>\n",
       "      <td>Technology</td>\n",
       "      <td>2013-09-26</td>\n",
       "      <td>54.0</td>\n",
       "      <td>3054</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAP</td>\n",
       "      <td>3</td>\n",
       "      <td>Advance Auto Parts Inc</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2001-11-29</td>\n",
       "      <td>59.0</td>\n",
       "      <td>71000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AAT</td>\n",
       "      <td>3</td>\n",
       "      <td>American Assets Trust, Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2011-01-13</td>\n",
       "      <td>79.0</td>\n",
       "      <td>194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>3757</th>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>4</td>\n",
       "      <td>Zumiez Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2005-05-06</td>\n",
       "      <td>57.0</td>\n",
       "      <td>8900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3758</th>\n",
       "      <td>ZUO</td>\n",
       "      <td>3</td>\n",
       "      <td>Zuora, Inc.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2018-04-12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>933</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3759</th>\n",
       "      <td>ZX</td>\n",
       "      <td>3</td>\n",
       "      <td>China Zenix Auto International Limited</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>2011-05-12</td>\n",
       "      <td>47.0</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3760</th>\n",
       "      <td>ZYME</td>\n",
       "      <td>4</td>\n",
       "      <td>Zymeworks Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2017-04-28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3761</th>\n",
       "      <td>ZYNE</td>\n",
       "      <td>2</td>\n",
       "      <td>Zynerba Pharmaceuticals, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2015-08-05</td>\n",
       "      <td>59.0</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3762 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Symbol  dayOfWeek                                    Name  \\\n",
       "0         A          3              Agilent Technologies, Inc.   \n",
       "1       AAC          3                      AAC Holdings, Inc.   \n",
       "2      AAOI          3           Applied Optoelectronics, Inc.   \n",
       "3       AAP          3                  Advance Auto Parts Inc   \n",
       "4       AAT          3             American Assets Trust, Inc.   \n",
       "...     ...        ...                                     ...   \n",
       "3757   ZUMZ          4                             Zumiez Inc.   \n",
       "3758    ZUO          3                             Zuora, Inc.   \n",
       "3759     ZX          3  China Zenix Auto International Limited   \n",
       "3760   ZYME          4                          Zymeworks Inc.   \n",
       "3761   ZYNE          2           Zynerba Pharmaceuticals, Inc.   \n",
       "\n",
       "                 Sector     ipoDate  CEOAge employees  \n",
       "0         Capital Goods  1999-11-18    56.0     13500  \n",
       "1           Health Care  2014-10-02    46.0      2100  \n",
       "2            Technology  2013-09-26    54.0      3054  \n",
       "3     Consumer Services  2001-11-29    59.0     71000  \n",
       "4     Consumer Services  2011-01-13    79.0       194  \n",
       "...                 ...         ...     ...       ...  \n",
       "3757  Consumer Services  2005-05-06    57.0      8900  \n",
       "3758                NaN  2018-04-12     NaN       933  \n",
       "3759      Capital Goods  2011-05-12    47.0         -  \n",
       "3760        Health Care  2017-04-28     NaN       147  \n",
       "3761        Health Care  2015-08-05    59.0        22  \n",
       "\n",
       "[3762 rows x 7 columns]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Cleaning up IPO Date formatting\n",
    "df_ipo_2['Month'] = df_ipo_2.apply(lambda x: '0' + str(x['Month']) if len(str(x['Month'])) < 2 else x['Month'], axis = 1)\n",
    "df_ipo_2['Day'] = df_ipo_2.apply(lambda x: '0' + str(x['Day']) if len(str(x['Day'])) < 2 else x['Day'], axis = 1)\n",
    "df_ipo_2['ipoDate'] = df_ipo_2.apply(lambda x: str(x['Year']) + '-' + str(x['Month']) + '-' + str(x['Day']), axis = 1)\n",
    "df_ipo_2.drop(columns=['Month', 'Day', 'Year'], inplace= True)\n",
    "df_ipo_2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Removing duplicate columns\n",
    "df_ipo_2.drop_duplicates(inplace= True)\n",
    "\n",
    "#Imputing missing values with mean for numerical columns\n",
    "numeric_cols = df_ipo.select_dtypes(include=['int64','float64'])\n",
    "categorical_cols = df_ipo.select_dtypes(include=['object'])\n",
    "\n",
    "#Imputing numeric cols\n",
    "numeric_cols.fillna(numeric_cols.mean(), inplace=True)\n",
    "categorical_cols = categorical_cols.apply(lambda x: x.fillna(x.mode()[0]) if x.isna().sum() > 0 else x, axis = 0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Removing CEO birth year and creating CEO age feature\n",
    "numeric_cols.CEO_born = 2022 - numeric_cols.CEO_born\n",
    "numeric_cols.rename(columns = {'CEO_born': 'CEO_age'}, inplace= True)\n",
    "\n",
    "#Adding day of the week feature\n",
    "categorical_cols['IPO_weekday'] = pd.to_datetime(categorical_cols['Date Priced']).dt.day_of_week\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Price                0\n",
       "Shares               0\n",
       "Offer Amount         0\n",
       "employees            0\n",
       "firstday_adjclose    0\n",
       "firstday_open        0\n",
       "firstday_spread      0\n",
       "firstday_volume      0\n",
       "inmonth_adjclose     0\n",
       "inmonth_open         0\n",
       "inmonth_spread       0\n",
       "inmonth_volume       0\n",
       "inweek_adjclose      0\n",
       "inweek_open          0\n",
       "inweek_spread        0\n",
       "inweek_volume        0\n",
       "employees2019        0\n",
       "CEO_pay              0\n",
       "CEO_age              0\n",
       "Company Name         0\n",
       "Symbol               0\n",
       "Market               0\n",
       "Date Priced          0\n",
       "address              0\n",
       "US_state             0\n",
       "descriptions         0\n",
       "link_nasdaq          0\n",
       "year                 0\n",
       "sector               0\n",
       "industry             0\n",
       "IPO_weekday          0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Concatenating imputed cols\n",
    "df_ipo = pd.concat([numeric_cols, categorical_cols], axis = 1)\n",
    "df_ipo.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
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       "      <th>Symbol</th>\n",
       "      <th>Date Priced</th>\n",
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       "      <th>IPO_weekday</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>128.0</td>\n",
       "      <td>57.460211</td>\n",
       "      <td>ANDATEE CHINA MARINE FUEL SERVICES CORP</td>\n",
       "      <td>AMCF</td>\n",
       "      <td>2010-01-26</td>\n",
       "      <td>Energy</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3.0</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>CHESAPEAKE LODGING TRUST</td>\n",
       "      <td>CHSP</td>\n",
       "      <td>2010-01-22</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1486.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>GENERAC HOLDINGS INC.</td>\n",
       "      <td>GNRC</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>568.0</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6.0</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1131</th>\n",
       "      <td>2559.0</td>\n",
       "      <td>48.000000</td>\n",
       "      <td>TENCENT MUSIC ENTERTAINMENT GROUP</td>\n",
       "      <td>TME</td>\n",
       "      <td>2018-12-12</td>\n",
       "      <td>Technology</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1132</th>\n",
       "      <td>25.0</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>SYNTHORX, INC.</td>\n",
       "      <td>THOR</td>\n",
       "      <td>2018-12-07</td>\n",
       "      <td>Healthcare</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1133</th>\n",
       "      <td>11.0</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>DIAMEDICA THERAPEUTICS INC.</td>\n",
       "      <td>DMAC</td>\n",
       "      <td>2018-12-07</td>\n",
       "      <td>Healthcare</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1134</th>\n",
       "      <td>700.0</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>MODERNA, INC.</td>\n",
       "      <td>MRNA</td>\n",
       "      <td>2018-12-07</td>\n",
       "      <td>Healthcare</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1135</th>\n",
       "      <td>1000.0</td>\n",
       "      <td>41.000000</td>\n",
       "      <td>MOGU INC.</td>\n",
       "      <td>MOGU</td>\n",
       "      <td>2018-12-06</td>\n",
       "      <td>Consumer Cyclical</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1136 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      employees    CEO_age                             Company Name Symbol  \\\n",
       "0         128.0  57.460211  ANDATEE CHINA MARINE FUEL SERVICES CORP   AMCF   \n",
       "1           3.0  60.000000                 CHESAPEAKE LODGING TRUST   CHSP   \n",
       "2        1486.0  50.000000                    GENERAC HOLDINGS INC.   GNRC   \n",
       "3         568.0  62.000000                          QUINSTREET, INC   QNST   \n",
       "4           6.0  61.000000                      TERRENO REALTY CORP   TRNO   \n",
       "...         ...        ...                                      ...    ...   \n",
       "1131     2559.0  48.000000        TENCENT MUSIC ENTERTAINMENT GROUP    TME   \n",
       "1132       25.0  64.000000                           SYNTHORX, INC.   THOR   \n",
       "1133       11.0  51.000000              DIAMEDICA THERAPEUTICS INC.   DMAC   \n",
       "1134      700.0  49.000000                            MODERNA, INC.   MRNA   \n",
       "1135     1000.0  41.000000                                MOGU INC.   MOGU   \n",
       "\n",
       "     Date Priced             sector  IPO_weekday  \n",
       "0     2010-01-26             Energy            1  \n",
       "1     2010-01-22        Real Estate            4  \n",
       "2     2010-02-11        Industrials            3  \n",
       "3     2010-02-11         Technology            3  \n",
       "4     2010-02-10        Real Estate            2  \n",
       "...          ...                ...          ...  \n",
       "1131  2018-12-12         Technology            2  \n",
       "1132  2018-12-07         Healthcare            4  \n",
       "1133  2018-12-07         Healthcare            4  \n",
       "1134  2018-12-07         Healthcare            4  \n",
       "1135  2018-12-06  Consumer Cyclical            3  \n",
       "\n",
       "[1136 rows x 7 columns]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Dropping unwanted / inaccurate / incomplete cols\n",
    "drop_columns = ['Offer Amount', 'firstday_adjclose', 'firstday_volume','inmonth_volume', 'inweek_volume',\n",
    "       'firstday_open', 'firstday_spread', 'inmonth_adjclose', 'inmonth_open', 'inmonth_spread',\n",
    "        'inweek_adjclose', 'inweek_open', 'inweek_spread','employees2019', 'firstday_volume',\n",
    "       'address', 'US_state', 'descriptions', 'link_nasdaq','year', 'industry', 'year', 'industry', 'Price', 'CEO_pay', 'Shares', 'Market']\n",
    "df_ipo.drop(drop_columns, axis = 1, inplace = True)\n",
    "df_ipo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/gm/ndtw23hd4g508cgk1jbt_b640000gn/T/ipykernel_17792/2337308468.py:4: DtypeWarning: Columns (1342,1425,1432,1543,1546,1549,1551,1552,1553,1562,1587,1588,1605,1608,1615,1619,1620,1621,1622,1629,1630,1632,1633,1640,1641,1642,1643,1644,1646) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df_ipo_volumes = pd.read_csv(path + volume_data, sep = ',', encoding= 'ISO-8859-1')\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    }\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>Symbol</th>\n",
       "      <th>volumeDay0</th>\n",
       "      <th>inweek_volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>59753154.0</td>\n",
       "      <td>3.362232e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAC</td>\n",
       "      <td>2799073.0</td>\n",
       "      <td>7.071238e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAOI</td>\n",
       "      <td>948999.0</td>\n",
       "      <td>6.891676e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAP</td>\n",
       "      <td>371100.0</td>\n",
       "      <td>1.358983e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AAT</td>\n",
       "      <td>15536889.0</td>\n",
       "      <td>4.181718e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3757</th>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>6793424.0</td>\n",
       "      <td>1.955122e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3758</th>\n",
       "      <td>ZUO</td>\n",
       "      <td>13102419.0</td>\n",
       "      <td>5.575364e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3759</th>\n",
       "      <td>ZX</td>\n",
       "      <td>4987284.0</td>\n",
       "      <td>8.667534e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3760</th>\n",
       "      <td>ZYME</td>\n",
       "      <td>953887.0</td>\n",
       "      <td>2.718968e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3761</th>\n",
       "      <td>ZYNE</td>\n",
       "      <td>1535500.0</td>\n",
       "      <td>2.030524e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3700 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Symbol  volumeDay0  inweek_volume\n",
       "0         A  59753154.0   3.362232e+07\n",
       "1       AAC   2799073.0   7.071238e+05\n",
       "2      AAOI    948999.0   6.891676e+05\n",
       "3       AAP    371100.0   1.358983e+06\n",
       "4       AAT  15536889.0   4.181718e+06\n",
       "...     ...         ...            ...\n",
       "3757   ZUMZ   6793424.0   1.955122e+06\n",
       "3758    ZUO  13102419.0   5.575364e+06\n",
       "3759     ZX   4987284.0   8.667534e+06\n",
       "3760   ZYME    953887.0   2.718968e+05\n",
       "3761   ZYNE   1535500.0   2.030524e+06\n",
       "\n",
       "[3700 rows x 3 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Creating trading volume features from trading volume dataset and yfinance data\n",
    "\n",
    "#Reading in trading volume data (contains about 900 of the total 1100 companies)\n",
    "df_ipo_volumes = pd.read_csv(path + volume_data, sep = ',', encoding= 'ISO-8859-1')\n",
    "\n",
    "#Removing duplicate rows\n",
    "df_ipo_volumes.drop_duplicates(inplace=True)\n",
    "\n",
    "#Computing inweek and inmonth volumes\n",
    "df_ipo_volumes['inweek_volume'] = df_ipo_volumes.loc[:, 'volumeDay1':'volumeDay6'].apply(lambda x: sum(x), axis = 1)\n",
    "df_ipo_volumes['inmonth_volume'] = df_ipo_volumes.loc[:, 'volumeDay1': 'volumeDay29'].apply(lambda x: sum(x), axis = 1)\n",
    "df_ipo_volumes = df_ipo_volumes[['Symbol', 'volumeDay0', 'inweek_volume']]\n",
    "df_ipo_volumes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    }\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>Symbol</th>\n",
       "      <th>IPO_weekday</th>\n",
       "      <th>Name</th>\n",
       "      <th>sector</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>employees</th>\n",
       "      <th>firstday_volume</th>\n",
       "      <th>inweek_volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>3</td>\n",
       "      <td>Agilent Technologies, Inc.</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>1999-11-18</td>\n",
       "      <td>56.0</td>\n",
       "      <td>13500</td>\n",
       "      <td>59753154.0</td>\n",
       "      <td>3.362232e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAC</td>\n",
       "      <td>3</td>\n",
       "      <td>AAC Holdings, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2014-10-02</td>\n",
       "      <td>46.0</td>\n",
       "      <td>2100</td>\n",
       "      <td>2799073.0</td>\n",
       "      <td>7.071238e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAOI</td>\n",
       "      <td>3</td>\n",
       "      <td>Applied Optoelectronics, Inc.</td>\n",
       "      <td>Technology</td>\n",
       "      <td>2013-09-26</td>\n",
       "      <td>54.0</td>\n",
       "      <td>3054</td>\n",
       "      <td>948999.0</td>\n",
       "      <td>6.891676e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAP</td>\n",
       "      <td>3</td>\n",
       "      <td>Advance Auto Parts Inc</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2001-11-29</td>\n",
       "      <td>59.0</td>\n",
       "      <td>71000</td>\n",
       "      <td>371100.0</td>\n",
       "      <td>1.358983e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AAT</td>\n",
       "      <td>3</td>\n",
       "      <td>American Assets Trust, Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2011-01-13</td>\n",
       "      <td>79.0</td>\n",
       "      <td>194</td>\n",
       "      <td>15536889.0</td>\n",
       "      <td>4.181718e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3757</th>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>4</td>\n",
       "      <td>Zumiez Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2005-05-06</td>\n",
       "      <td>57.0</td>\n",
       "      <td>8900</td>\n",
       "      <td>6793424.0</td>\n",
       "      <td>1.955122e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3758</th>\n",
       "      <td>ZUO</td>\n",
       "      <td>3</td>\n",
       "      <td>Zuora, Inc.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2018-04-12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>933</td>\n",
       "      <td>13102419.0</td>\n",
       "      <td>5.575364e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3759</th>\n",
       "      <td>ZX</td>\n",
       "      <td>3</td>\n",
       "      <td>China Zenix Auto International Limited</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>2011-05-12</td>\n",
       "      <td>47.0</td>\n",
       "      <td>-</td>\n",
       "      <td>4987284.0</td>\n",
       "      <td>8.667534e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3760</th>\n",
       "      <td>ZYME</td>\n",
       "      <td>4</td>\n",
       "      <td>Zymeworks Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2017-04-28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>147</td>\n",
       "      <td>953887.0</td>\n",
       "      <td>2.718968e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3761</th>\n",
       "      <td>ZYNE</td>\n",
       "      <td>2</td>\n",
       "      <td>Zynerba Pharmaceuticals, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2015-08-05</td>\n",
       "      <td>59.0</td>\n",
       "      <td>22</td>\n",
       "      <td>1535500.0</td>\n",
       "      <td>2.030524e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3699 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Symbol  IPO_weekday                                    Name  \\\n",
       "0         A            3              Agilent Technologies, Inc.   \n",
       "1       AAC            3                      AAC Holdings, Inc.   \n",
       "2      AAOI            3           Applied Optoelectronics, Inc.   \n",
       "3       AAP            3                  Advance Auto Parts Inc   \n",
       "4       AAT            3             American Assets Trust, Inc.   \n",
       "...     ...          ...                                     ...   \n",
       "3757   ZUMZ            4                             Zumiez Inc.   \n",
       "3758    ZUO            3                             Zuora, Inc.   \n",
       "3759     ZX            3  China Zenix Auto International Limited   \n",
       "3760   ZYME            4                          Zymeworks Inc.   \n",
       "3761   ZYNE            2           Zynerba Pharmaceuticals, Inc.   \n",
       "\n",
       "                 sector     ipoDate  CEO_age employees  firstday_volume  \\\n",
       "0         Capital Goods  1999-11-18     56.0     13500       59753154.0   \n",
       "1           Health Care  2014-10-02     46.0      2100        2799073.0   \n",
       "2            Technology  2013-09-26     54.0      3054         948999.0   \n",
       "3     Consumer Services  2001-11-29     59.0     71000         371100.0   \n",
       "4     Consumer Services  2011-01-13     79.0       194       15536889.0   \n",
       "...                 ...         ...      ...       ...              ...   \n",
       "3757  Consumer Services  2005-05-06     57.0      8900        6793424.0   \n",
       "3758                NaN  2018-04-12      NaN       933       13102419.0   \n",
       "3759      Capital Goods  2011-05-12     47.0         -        4987284.0   \n",
       "3760        Health Care  2017-04-28      NaN       147         953887.0   \n",
       "3761        Health Care  2015-08-05     59.0        22        1535500.0   \n",
       "\n",
       "      inweek_volume  \n",
       "0      3.362232e+07  \n",
       "1      7.071238e+05  \n",
       "2      6.891676e+05  \n",
       "3      1.358983e+06  \n",
       "4      4.181718e+06  \n",
       "...             ...  \n",
       "3757   1.955122e+06  \n",
       "3758   5.575364e+06  \n",
       "3759   8.667534e+06  \n",
       "3760   2.718968e+05  \n",
       "3761   2.030524e+06  \n",
       "\n",
       "[3699 rows x 9 columns]"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Renaming cols for dataset merging\n",
    "df_ipo_2.rename(columns = {'dayOfWeek':'IPO_weekday',\n",
    "    'CEOAge':'CEO_age',\n",
    "    'Sector': 'sector'}, inplace=True)\n",
    "\n",
    "#Adding computed trading volumes\n",
    "df_ipo_2['firstday_volume'] = df_ipo_volumes['volumeDay0']\n",
    "df_ipo_2['inweek_volume'] = df_ipo_volumes['inweek_volume']\n",
    "\n",
    "df_ipo_2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "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>Symbol</th>\n",
       "      <th>IPO_weekday</th>\n",
       "      <th>Name</th>\n",
       "      <th>sector</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>employees</th>\n",
       "      <th>firstday_volume</th>\n",
       "      <th>inweek_volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>3</td>\n",
       "      <td>Agilent Technologies, Inc.</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>1999-11-18</td>\n",
       "      <td>56.000000</td>\n",
       "      <td>13500.0</td>\n",
       "      <td>59753154.0</td>\n",
       "      <td>3.362232e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAC</td>\n",
       "      <td>3</td>\n",
       "      <td>AAC Holdings, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2014-10-02</td>\n",
       "      <td>46.000000</td>\n",
       "      <td>2100.0</td>\n",
       "      <td>2799073.0</td>\n",
       "      <td>7.071238e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAOI</td>\n",
       "      <td>3</td>\n",
       "      <td>Applied Optoelectronics, Inc.</td>\n",
       "      <td>Technology</td>\n",
       "      <td>2013-09-26</td>\n",
       "      <td>54.000000</td>\n",
       "      <td>3054.0</td>\n",
       "      <td>948999.0</td>\n",
       "      <td>6.891676e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAP</td>\n",
       "      <td>3</td>\n",
       "      <td>Advance Auto Parts Inc</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2001-11-29</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>71000.0</td>\n",
       "      <td>371100.0</td>\n",
       "      <td>1.358983e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AAT</td>\n",
       "      <td>3</td>\n",
       "      <td>American Assets Trust, Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2011-01-13</td>\n",
       "      <td>79.000000</td>\n",
       "      <td>194.0</td>\n",
       "      <td>15536889.0</td>\n",
       "      <td>4.181718e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3757</th>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>4</td>\n",
       "      <td>Zumiez Inc.</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>2005-05-06</td>\n",
       "      <td>57.000000</td>\n",
       "      <td>8900.0</td>\n",
       "      <td>6793424.0</td>\n",
       "      <td>1.955122e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3758</th>\n",
       "      <td>ZUO</td>\n",
       "      <td>3</td>\n",
       "      <td>Zuora, Inc.</td>\n",
       "      <td>Other</td>\n",
       "      <td>2018-04-12</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>933.0</td>\n",
       "      <td>13102419.0</td>\n",
       "      <td>5.575364e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3759</th>\n",
       "      <td>ZX</td>\n",
       "      <td>3</td>\n",
       "      <td>China Zenix Auto International Limited</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>2011-05-12</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4987284.0</td>\n",
       "      <td>8.667534e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3760</th>\n",
       "      <td>ZYME</td>\n",
       "      <td>4</td>\n",
       "      <td>Zymeworks Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2017-04-28</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>147.0</td>\n",
       "      <td>953887.0</td>\n",
       "      <td>2.718968e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3761</th>\n",
       "      <td>ZYNE</td>\n",
       "      <td>2</td>\n",
       "      <td>Zynerba Pharmaceuticals, Inc.</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>2015-08-05</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1535500.0</td>\n",
       "      <td>2.030524e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3699 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Symbol  IPO_weekday                                    Name  \\\n",
       "0         A            3              Agilent Technologies, Inc.   \n",
       "1       AAC            3                      AAC Holdings, Inc.   \n",
       "2      AAOI            3           Applied Optoelectronics, Inc.   \n",
       "3       AAP            3                  Advance Auto Parts Inc   \n",
       "4       AAT            3             American Assets Trust, Inc.   \n",
       "...     ...          ...                                     ...   \n",
       "3757   ZUMZ            4                             Zumiez Inc.   \n",
       "3758    ZUO            3                             Zuora, Inc.   \n",
       "3759     ZX            3  China Zenix Auto International Limited   \n",
       "3760   ZYME            4                          Zymeworks Inc.   \n",
       "3761   ZYNE            2           Zynerba Pharmaceuticals, Inc.   \n",
       "\n",
       "                 sector     ipoDate    CEO_age  employees  firstday_volume  \\\n",
       "0         Capital Goods  1999-11-18  56.000000    13500.0       59753154.0   \n",
       "1           Health Care  2014-10-02  46.000000     2100.0        2799073.0   \n",
       "2            Technology  2013-09-26  54.000000     3054.0         948999.0   \n",
       "3     Consumer Services  2001-11-29  59.000000    71000.0         371100.0   \n",
       "4     Consumer Services  2011-01-13  79.000000      194.0       15536889.0   \n",
       "...                 ...         ...        ...        ...              ...   \n",
       "3757  Consumer Services  2005-05-06  57.000000     8900.0        6793424.0   \n",
       "3758              Other  2018-04-12  54.787097      933.0       13102419.0   \n",
       "3759      Capital Goods  2011-05-12  47.000000        0.0        4987284.0   \n",
       "3760        Health Care  2017-04-28  54.787097      147.0         953887.0   \n",
       "3761        Health Care  2015-08-05  59.000000       22.0        1535500.0   \n",
       "\n",
       "      inweek_volume  \n",
       "0      3.362232e+07  \n",
       "1      7.071238e+05  \n",
       "2      6.891676e+05  \n",
       "3      1.358983e+06  \n",
       "4      4.181718e+06  \n",
       "...             ...  \n",
       "3757   1.955122e+06  \n",
       "3758   5.575364e+06  \n",
       "3759   8.667534e+06  \n",
       "3760   2.718968e+05  \n",
       "3761   2.030524e+06  \n",
       "\n",
       "[3699 rows x 9 columns]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Converting dtypes\n",
    "df_ipo_2.employees = df_ipo_2.employees.replace('-', 0)\n",
    "df_ipo_2.employees = df_ipo_2.employees.astype('float64')\n",
    "\n",
    "#Mean imputing offer price, sector, CEO age and employee columns\n",
    "df_ipo_2['CEO_age'].fillna(df_ipo_2['CEO_age'].mean(), inplace=True)\n",
    "df_ipo_2['employees'].fillna(df_ipo_2['employees'].mean(), inplace=True)\n",
    "\n",
    "#Adding Other sector for missing sectors\n",
    "df_ipo_2['sector'].fillna('Other', inplace = True)\n",
    "\n",
    "#Filling missing volume data with means\n",
    "df_ipo_2.firstday_volume.fillna(df_ipo_2.firstday_volume.mean(), inplace = True)\n",
    "df_ipo_2.inweek_volume.fillna(df_ipo_2.inweek_volume.mean(), inplace = True)\n",
    "\n",
    "#Dropping cols with missing closing prices\n",
    "df_ipo_2.dropna(inplace=True)\n",
    "df_ipo_2\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMCF\n",
      "1\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRMD\n",
      "2\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRMD: Data doesn't exist for startDate = 1269489600, endDate = 1270180800\n",
      "ELMD\n",
      "3\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STND\n",
      "4\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STND: No timezone found, symbol may be delisted\n",
      "GNOM\n",
      "5\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNOM: Data doesn't exist for startDate = 1289451600, endDate = 1290142800\n",
      "TBET\n",
      "6\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGMD\n",
      "7\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PACD\n",
      "8\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PACD: No timezone found, symbol may be delisted\n",
      "ET\n",
      "9\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATOS\n",
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      "CNOB\n",
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      "ECOM\n",
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      "BIND\n",
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      "TLOG\n",
      "14\n",
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      "CTT\n",
      "15\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTT: No timezone found, symbol may be delisted\n",
      "SMLR\n",
      "16\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRG\n",
      "17\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRG: No timezone found, symbol may be delisted\n",
      "SDPI\n",
      "18\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFNX\n",
      "19\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PFNX: No timezone found, symbol may be delisted\n",
      "FSAM\n",
      "20\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSAM: No timezone found, symbol may be delisted\n",
      "UFAB\n",
      "21\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IOTS\n",
      "22\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IOTS: No timezone found, symbol may be delisted\n",
      "XCOM\n",
      "23\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XCOM: Data doesn't exist for startDate = 1447304400, endDate = 1447995600\n",
      "SENS\n",
      "24\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIVE\n",
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      "ACIU\n",
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      "SND\n",
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      "GDS\n",
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      "SACH\n",
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      "[*********************100%***********************]  1 of 1 completed\n",
      "TRPX\n",
      "30\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRPX: No timezone found, symbol may be delisted\n",
      "PUMP\n",
      "31\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELVT\n",
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      "APPN\n",
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      "PLYM\n",
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      "IMRN\n",
      "35\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CODX\n",
      "36\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RNGR\n",
      "37\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SECO\n",
      "38\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CELC\n",
      "39\n",
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      "LYL\n",
      "40\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SWCH\n",
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      "[*********************100%***********************]  1 of 1 completed\n",
      "BOXL\n",
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      "AMRH\n",
      "43\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMRH: No timezone found, symbol may be delisted\n",
      "ASNS\n",
      "44\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ASNS: Data doesn't exist for startDate = 1510808400, endDate = 1511499600\n",
      "APLS\n",
      "45\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCB\n",
      "46\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IFRX\n",
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      "[*********************100%***********************]  1 of 1 completed\n",
      "AQUA\n",
      "48\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COLD\n",
      "49\n",
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      "BFRA\n",
      "50\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BFRA: No timezone found, symbol may be delisted\n",
      "CAAP\n",
      "51\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLGL\n",
      "52\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOCU\n",
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      "GSHD\n",
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      "SMAR\n",
      "55\n",
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      "LASR\n",
      "56\n",
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      "CDAY\n",
      "57\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEVL\n",
      "58\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LEVL: No timezone found, symbol may be delisted\n",
      "PVTL\n",
      "59\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PVTL: No timezone found, symbol may be delisted\n",
      "SURF\n",
      "60\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOR\n",
      "61\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EAF\n",
      "62\n",
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      "AGMH\n",
      "63\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HJLI\n",
      "64\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HJLI: No timezone found, symbol may be delisted\n",
      "ITRM\n",
      "65\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KNSA\n",
      "66\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRRK\n",
      "67\n",
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      "GSKY\n",
      "68\n",
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      "CLPS\n",
      "69\n",
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      "EVOP\n",
      "70\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PS\n",
      "71\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PS: No timezone found, symbol may be delisted\n",
      "HUYA\n",
      "72\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQH\n",
      "73\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVLO\n",
      "74\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OBNK\n",
      "75\n",
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      "ROAD\n",
      "76\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STXB\n",
      "77\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STXB: No timezone found, symbol may be delisted\n",
      "ASLN\n",
      "78\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BCML\n",
      "79\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBLK\n",
      "80\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBLK: No timezone found, symbol may be delisted\n",
      "INSP\n",
      "81\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UBX\n",
      "82\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRT\n",
      "83\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOMO\n",
      "84\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BJ\n",
      "85\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BV\n",
      "86\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENTX\n",
      "87\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVER\n",
      "88\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTSV\n",
      "89\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTSV: No timezone found, symbol may be delisted\n",
      "STIM\n",
      "90\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBIO\n",
      "91\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TBIO: Data doesn't exist for startDate = 1530158400, endDate = 1530849600\n",
      "TCDA\n",
      "92\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UXIN\n",
      "93\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTGN\n",
      "94\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTGN: No timezone found, symbol may be delisted\n",
      "LOVE\n",
      "95\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYRE\n",
      "96\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ECOR\n",
      "97\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AUTL\n",
      "98\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APTX\n",
      "99\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IIIV\n",
      "100\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KZR\n",
      "101\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGTA\n",
      "102\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVRO\n",
      "103\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XERS\n",
      "104\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EIDX\n",
      "105\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EIDX: No timezone found, symbol may be delisted\n",
      "VRCA\n",
      "106\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEW\n",
      "107\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEW: No timezone found, symbol may be delisted\n",
      "AVLR\n",
      "108\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AVLR: No timezone found, symbol may be delisted\n",
      "CHRA\n",
      "109\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "USX\n",
      "110\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGTX\n",
      "111\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMBO\n",
      "112\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADIL\n",
      "113\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DAVA\n",
      "114\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPRA\n",
      "115\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WISA\n",
      "116\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JG\n",
      "117\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LQDA\n",
      "118\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TENB\n",
      "119\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDD\n",
      "120\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FOCS\n",
      "121\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRY\n",
      "122\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CANG\n",
      "123\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AQST\n",
      "124\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BE\n",
      "125\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRVB\n",
      "126\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "REPL\n",
      "127\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESTA\n",
      "128\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNST\n",
      "129\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNST: No timezone found, symbol may be delisted\n",
      "TLRY\n",
      "130\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MYFW\n",
      "131\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALLK\n",
      "132\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRNX\n",
      "133\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCB\n",
      "134\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RUBY\n",
      "135\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFET\n",
      "136\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARDS\n",
      "137\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MESA\n",
      "138\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCNX\n",
      "139\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCB\n",
      "140\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARLO\n",
      "141\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SONO\n",
      "142\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CWK\n",
      "143\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTK\n",
      "144\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTK: No timezone found, symbol may be delisted\n",
      "GRTS\n",
      "145\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LAIX\n",
      "146\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LAIX: No timezone found, symbol may be delisted\n",
      "RMED\n",
      "147\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STRO\n",
      "148\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARVN\n",
      "149\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UROV\n",
      "150\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UROV: No timezone found, symbol may be delisted\n",
      "ARCE\n",
      "151\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBNK\n",
      "152\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETTX\n",
      "153\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETTX: No timezone found, symbol may be delisted\n",
      "SVMK\n",
      "154\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SVMK: No timezone found, symbol may be delisted\n",
      "VIOT\n",
      "155\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YMAB\n",
      "156\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTCH\n",
      "157\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSVN\n",
      "158\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EB\n",
      "159\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELAN\n",
      "160\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XYF\n",
      "161\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRNB\n",
      "162\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRNB: No timezone found, symbol may be delisted\n",
      "QTT\n",
      "163\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FVCB\n",
      "164\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NIO\n",
      "165\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YI\n",
      "166\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AXNX\n",
      "167\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORTX\n",
      "168\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TWST\n",
      "169\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMDA\n",
      "170\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STNE\n",
      "171\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PT\n",
      "172\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YETI\n",
      "173\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOGC\n",
      "174\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NIU\n",
      "175\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SWI\n",
      "176\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MSC\n",
      "177\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OSMT\n",
      "178\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSMT: No timezone found, symbol may be delisted\n",
      "PHAS\n",
      "179\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PHAS: No data found, symbol may be delisted\n",
      "SIBN\n",
      "180\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLAN\n",
      "181\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PLAN: No timezone found, symbol may be delisted\n",
      "EQ\n",
      "182\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALLO\n",
      "183\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LTHM\n",
      "184\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESTC\n",
      "185\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GH\n",
      "186\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KOD\n",
      "187\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UPWK\n",
      "188\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDRR\n",
      "189\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TLC\n",
      "190\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TLC: No timezone found, symbol may be delisted\n",
      "TLSA\n",
      "191\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TC\n",
      "192\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WEI\n",
      "193\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WEI: No timezone found, symbol may be delisted\n",
      "VAPO\n",
      "194\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETON\n",
      "195\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBLTU\n",
      "196\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TBLTU: No timezone found, symbol may be delisted\n",
      "CNF\n",
      "197\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHCF\n",
      "198\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMTB\n",
      "199\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APM\n",
      "200\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QFIN\n",
      "201\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEGH\n",
      "202\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TME\n",
      "203\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "THOR\n",
      "204\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- THOR: No timezone found, symbol may be delisted\n",
      "DMAC\n",
      "205\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRNA\n",
      "206\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOGU\n",
      "207\n",
      "[*********************100%***********************]  1 of 1 completed\n"
     ]
    }
   ],
   "source": [
    "from datetime import timedelta\n",
    "\n",
    "#Adding computed trading volumes\n",
    "vol_check = df_ipo_2[['Symbol','firstday_volume', 'inweek_volume']]\n",
    "df_ipo = df_ipo.merge(vol_check, how = 'left', on = 'Symbol')\n",
    "\n",
    "#Computing missing trading volumes using yfinance\n",
    "\n",
    "#defining function for volume extractions\n",
    "def getVolumes(Symbol, Date):\n",
    "    print(Symbol)\n",
    "\n",
    "    getVolumes.counter += 1\n",
    "\n",
    "    #Printing company progress\n",
    "    print(getVolumes.counter)\n",
    "\n",
    "    ipo_date = pd.to_datetime(Date)\n",
    "    try:\n",
    "        data = yf.download(Symbol, ipo_date, ipo_date + timedelta(days= 8))['Volume']\n",
    "    except:\n",
    "        return (np.NAN,np.NAN)\n",
    "    if data.empty:\n",
    "        return (np.NAN,np.NAN)\n",
    "    first_day_volume = data[0]\n",
    "    inweek_volume = sum(data[:7])\n",
    "    return (first_day_volume, inweek_volume)\n",
    "\n",
    "getVolumes.counter = 0\n",
    "\n",
    "df_missing_vol = df_ipo.loc[df_ipo.firstday_volume.isna()].copy()\n",
    "df_missing_vol[['firstday_volume', 'inweek_volume']] = df_missing_vol.apply(lambda x: getVolumes(x['Symbol'], x['Date Priced']), axis = 1, result_type='expand')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Joining in additional trading volumes\n",
    "df_ipo.fillna(df_missing_vol, inplace=True)\n",
    "\n",
    "#Filling in remaining NaNs with mean volumes\n",
    "df_ipo['firstday_volume'].fillna(df_ipo['firstday_volume'].mean(), inplace=True)\n",
    "df_ipo['inweek_volume'].fillna(df_ipo['inweek_volume'].mean(), inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
       "        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>index</th>\n",
       "      <th>employees</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>Name</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>sector</th>\n",
       "      <th>IPO_weekday</th>\n",
       "      <th>firstday_volume</th>\n",
       "      <th>inweek_volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>128.000000</td>\n",
       "      <td>57.460211</td>\n",
       "      <td>ANDATEE CHINA MARINE FUEL SERVICES CORP</td>\n",
       "      <td>AMCF</td>\n",
       "      <td>2010-01-26</td>\n",
       "      <td>Energy</td>\n",
       "      <td>1</td>\n",
       "      <td>955563.0</td>\n",
       "      <td>5.878947e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>CHESAPEAKE LODGING TRUST</td>\n",
       "      <td>CHSP</td>\n",
       "      <td>2010-01-22</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>4</td>\n",
       "      <td>3492458.0</td>\n",
       "      <td>6.008493e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>1486.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>GENERAC HOLDINGS INC.</td>\n",
       "      <td>GNRC</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "      <td>16892087.0</td>\n",
       "      <td>2.179334e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>568.000000</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "      <td>5372077.0</td>\n",
       "      <td>3.362175e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4515261.0</td>\n",
       "      <td>7.616977e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3901</th>\n",
       "      <td>3749</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>Zion Oil &amp; Gas Inc</td>\n",
       "      <td>ZN</td>\n",
       "      <td>2007-01-03</td>\n",
       "      <td>Energy</td>\n",
       "      <td>2</td>\n",
       "      <td>26300.0</td>\n",
       "      <td>2.030277e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3902</th>\n",
       "      <td>3751</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>China Southern Airlines Company Limited</td>\n",
       "      <td>ZNH</td>\n",
       "      <td>1997-07-30</td>\n",
       "      <td>Transportation</td>\n",
       "      <td>2</td>\n",
       "      <td>4703100.0</td>\n",
       "      <td>2.527164e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3903</th>\n",
       "      <td>3752</td>\n",
       "      <td>5473.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>Zoe&amp;#39;s Kitchen, Inc.</td>\n",
       "      <td>ZOES</td>\n",
       "      <td>2014-04-11</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>5765164.0</td>\n",
       "      <td>2.644819e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3904</th>\n",
       "      <td>3757</td>\n",
       "      <td>8900.000000</td>\n",
       "      <td>57.000000</td>\n",
       "      <td>Zumiez Inc.</td>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>2005-05-06</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>6793424.0</td>\n",
       "      <td>1.955122e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3905</th>\n",
       "      <td>3759</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>China Zenix Auto International Limited</td>\n",
       "      <td>ZX</td>\n",
       "      <td>2011-05-12</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>3</td>\n",
       "      <td>4987284.0</td>\n",
       "      <td>8.667534e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3906 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index    employees    CEO_age                                     Name  \\\n",
       "0         0   128.000000  57.460211  ANDATEE CHINA MARINE FUEL SERVICES CORP   \n",
       "1         1     3.000000  60.000000                 CHESAPEAKE LODGING TRUST   \n",
       "2         2  1486.000000  50.000000                    GENERAC HOLDINGS INC.   \n",
       "3         3   568.000000  62.000000                          QUINSTREET, INC   \n",
       "4         4     6.000000  61.000000                      TERRENO REALTY CORP   \n",
       "...     ...          ...        ...                                      ...   \n",
       "3901   3749    28.000000  50.000000                       Zion Oil & Gas Inc   \n",
       "3902   3751  7447.262841  54.787097  China Southern Airlines Company Limited   \n",
       "3903   3752  5473.000000  49.000000                  Zoe&#39;s Kitchen, Inc.   \n",
       "3904   3757  8900.000000  57.000000                              Zumiez Inc.   \n",
       "3905   3759     0.000000  47.000000   China Zenix Auto International Limited   \n",
       "\n",
       "     Symbol     ipoDate             sector  IPO_weekday  firstday_volume  \\\n",
       "0      AMCF  2010-01-26             Energy            1         955563.0   \n",
       "1      CHSP  2010-01-22        Real Estate            4        3492458.0   \n",
       "2      GNRC  2010-02-11        Industrials            3       16892087.0   \n",
       "3      QNST  2010-02-11         Technology            3        5372077.0   \n",
       "4      TRNO  2010-02-10        Real Estate            2        4515261.0   \n",
       "...     ...         ...                ...          ...              ...   \n",
       "3901     ZN  2007-01-03             Energy            2          26300.0   \n",
       "3902    ZNH  1997-07-30     Transportation            2        4703100.0   \n",
       "3903   ZOES  2014-04-11  Consumer Services            4        5765164.0   \n",
       "3904   ZUMZ  2005-05-06  Consumer Services            4        6793424.0   \n",
       "3905     ZX  2011-05-12      Capital Goods            3        4987284.0   \n",
       "\n",
       "      inweek_volume  \n",
       "0      5.878947e+06  \n",
       "1      6.008493e+05  \n",
       "2      2.179334e+06  \n",
       "3      3.362175e+06  \n",
       "4      7.616977e+05  \n",
       "...             ...  \n",
       "3901   2.030277e+05  \n",
       "3902   2.527164e+06  \n",
       "3903   2.644819e+06  \n",
       "3904   1.955122e+06  \n",
       "3905   8.667534e+06  \n",
       "\n",
       "[3906 rows x 10 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Creating a larger dataset with lower amount of features from df_ipo and df_ipo_2\n",
    "#Dropping unneeded columns in both datasets\n",
    "\n",
    "#Renaming columns so dfs match\n",
    "df_ipo.rename(columns={'Date Priced': 'ipoDate', 'Company Name': 'Name'}, inplace=True)\n",
    "\n",
    "#Concatenating dataframes\n",
    "df_master = pd.concat([df_ipo, df_ipo_2.loc[~df_ipo_2.Symbol.isin(df_ipo.Symbol)]], axis = 0)\n",
    "df_master.reset_index(inplace=True)\n",
    "df_master"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMCF\n",
      "1/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHSP\n",
      "2/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHSP: No timezone found, symbol may be delisted\n",
      "GNRC\n",
      "3/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QNST\n",
      "4/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRNO\n",
      "5/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDM\n",
      "6/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRWD\n",
      "7/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SSNC\n",
      "8/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STNG\n",
      "9/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTHT\n",
      "10/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRMD\n",
      "11/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FIBK\n",
      "12/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CALX\n",
      "13/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MXL\n",
      "14/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVEO\n",
      "15/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ST\n",
      "16/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANTH\n",
      "17/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AOSL\n",
      "18/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDXS\n",
      "19/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALIM\n",
      "20/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALIM: Data doesn't exist for startDate = 1271908800, endDate = 1276228800\n",
      "SPSC\n",
      "21/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLDT\n",
      "22/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MUSA\n",
      "23/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MUSA: Data doesn't exist for startDate = 1270785600, endDate = 1275105600\n",
      "PRI\n",
      "24/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNMK\n",
      "25/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNMK: No timezone found, symbol may be delisted\n",
      "JKS\n",
      "26/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXPR\n",
      "27/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RRTS\n",
      "28/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TNAV\n",
      "29/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TNAV: No timezone found, symbol may be delisted\n",
      "PLOW\n",
      "30/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TSLA\n",
      "31/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FN\n",
      "32/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OAS\n",
      "33/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OAS: No timezone found, symbol may be delisted\n",
      "BORN\n",
      "34/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BORN: No timezone found, symbol may be delisted\n",
      "GDOT\n",
      "35/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMRC\n",
      "36/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WSR\n",
      "37/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELMD\n",
      "38/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MMYT\n",
      "39/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RP\n",
      "40/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RP: No timezone found, symbol may be delisted\n",
      "NXPI\n",
      "41/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMRS\n",
      "42/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COR\n",
      "43/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- COR: No timezone found, symbol may be delisted\n",
      "SFUN\n",
      "44/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SFUN: No timezone found, symbol may be delisted\n",
      "PACB\n",
      "45/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRA\n",
      "46/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TOWR\n",
      "47/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TOWR: No timezone found, symbol may be delisted\n",
      "EFC\n",
      "48/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DQ\n",
      "49/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STND\n",
      "50/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STND: No timezone found, symbol may be delisted\n",
      "CCIH\n",
      "51/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KEYW\n",
      "52/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLBS\n",
      "53/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZGNX\n",
      "54/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZGNX: No timezone found, symbol may be delisted\n",
      "GM\n",
      "55/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LPLA\n",
      "56/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BAH\n",
      "57/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BITA\n",
      "58/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BITA: No timezone found, symbol may be delisted\n",
      "IPHI\n",
      "59/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IPHI: No timezone found, symbol may be delisted\n",
      "GNOM\n",
      "60/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNOM: Data doesn't exist for startDate = 1289451600, endDate = 1293771600\n",
      "HHC\n",
      "61/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NOAH\n",
      "62/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRMW\n",
      "63/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMRE\n",
      "64/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OSN\n",
      "65/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSN: No timezone found, symbol may be delisted\n",
      "WD\n",
      "66/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RNET\n",
      "67/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RNET: No timezone found, symbol may be delisted\n",
      "FLT\n",
      "68/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GCAP\n",
      "69/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GCAP: No timezone found, symbol may be delisted\n",
      "LEDS\n",
      "70/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRGP\n",
      "71/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGRO\n",
      "72/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BKU\n",
      "73/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INXN\n",
      "74/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INXN: No timezone found, symbol may be delisted\n",
      "NLSN\n",
      "75/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NLSN: No timezone found, symbol may be delisted\n",
      "TBET\n",
      "76/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AAT\n",
      "77/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACRX\n",
      "78/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KMI\n",
      "79/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLDM\n",
      "80/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FLDM: No timezone found, symbol may be delisted\n",
      "INN\n",
      "81/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GEVO\n",
      "82/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGMD\n",
      "83/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCRX\n",
      "84/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NPTN\n",
      "85/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NPTN: No timezone found, symbol may be delisted\n",
      "APO\n",
      "86/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SREV\n",
      "87/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SREV: No timezone found, symbol may be delisted\n",
      "CSOD\n",
      "88/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CSOD: No timezone found, symbol may be delisted\n",
      "MX\n",
      "89/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCA\n",
      "90/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VNET\n",
      "91/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AL\n",
      "92/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELLI\n",
      "93/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ELLI: No timezone found, symbol may be delisted\n",
      "SQNS\n",
      "94/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARCO\n",
      "95/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMLP\n",
      "96/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GMLP: No timezone found, symbol may be delisted\n",
      "UAN\n",
      "97/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SDT\n",
      "98/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SDT: No timezone found, symbol may be delisted\n",
      "GNC\n",
      "99/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNC: No timezone found, symbol may be delisted\n",
      "APTS\n",
      "100/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- APTS: No timezone found, symbol may be delisted\n",
      "SAVE\n",
      "101/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YNDX\n",
      "102/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FENG\n",
      "103/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NGL\n",
      "104/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KOS\n",
      "105/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VOC\n",
      "106/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "THR\n",
      "107/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RENN\n",
      "108/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WIFI\n",
      "109/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WIFI: No timezone found, symbol may be delisted\n",
      "MITT\n",
      "110/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHEF\n",
      "111/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WAIR\n",
      "112/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WAIR: No timezone found, symbol may be delisted\n",
      "HZNP\n",
      "113/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMID\n",
      "114/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMID: Data doesn't exist for startDate = 1311739200, endDate = 1316059200\n",
      "DNKN\n",
      "115/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DNKN: No timezone found, symbol may be delisted\n",
      "FRAN\n",
      "116/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FRAN: No timezone found, symbol may be delisted\n",
      "SXC\n",
      "117/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "Z\n",
      "118/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- Z: Data doesn't exist for startDate = 1311134400, endDate = 1315454400\n",
      "CARB\n",
      "119/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CARB: No timezone found, symbol may be delisted\n",
      "BLMT\n",
      "120/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BLMT: No timezone found, symbol may be delisted\n",
      "UBNT\n",
      "121/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UBNT: No timezone found, symbol may be delisted\n",
      "IMI\n",
      "122/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IMI: No timezone found, symbol may be delisted\n",
      "MN\n",
      "123/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MN: No timezone found, symbol may be delisted\n",
      "ANGI\n",
      "124/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLVS\n",
      "125/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHKR\n",
      "126/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHKR: Data doesn't exist for startDate = 1321246800, endDate = 1325566800\n",
      "NLNK\n",
      "127/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NLNK: No timezone found, symbol may be delisted\n",
      "PACD\n",
      "128/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PACD: No timezone found, symbol may be delisted\n",
      "GRPN\n",
      "129/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZNGA\n",
      "130/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZNGA: No timezone found, symbol may be delisted\n",
      "BCEI\n",
      "131/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCEI: No timezone found, symbol may be delisted\n",
      "LPI\n",
      "132/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCEP\n",
      "133/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MCEP: No timezone found, symbol may be delisted\n",
      "VSTM\n",
      "134/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GWRE\n",
      "135/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "REGI\n",
      "136/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRLB\n",
      "137/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BCOV\n",
      "138/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HMST\n",
      "139/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SYNC\n",
      "140/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SYNC: No timezone found, symbol may be delisted\n",
      "CCXI\n",
      "141/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CCXI: No timezone found, symbol may be delisted\n",
      "CPAC\n",
      "142/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CZR\n",
      "143/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CZR: Data doesn't exist for startDate = 1328677200, endDate = 1332993600\n",
      "EPAM\n",
      "144/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTDR\n",
      "145/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLCA\n",
      "146/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENPH\n",
      "147/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLOG\n",
      "148/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLOG: No timezone found, symbol may be delisted\n",
      "MACK\n",
      "149/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RXN\n",
      "150/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RXN: No timezone found, symbol may be delisted\n",
      "RM\n",
      "151/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCRA\n",
      "152/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VCRA: No timezone found, symbol may be delisted\n",
      "VIPS\n",
      "153/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSTE\n",
      "154/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ET\n",
      "155/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALSN\n",
      "156/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTSI\n",
      "157/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YELP\n",
      "158/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARCT\n",
      "159/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARCT: Data doesn't exist for startDate = 1330578000, endDate = 1334894400\n",
      "ACRE\n",
      "160/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLIR\n",
      "161/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPO\n",
      "162/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MPO: No timezone found, symbol may be delisted\n",
      "PFPT\n",
      "163/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PFPT: No timezone found, symbol may be delisted\n",
      "SPLK\n",
      "164/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SDR\n",
      "165/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SDR: No timezone found, symbol may be delisted\n",
      "MRC\n",
      "166/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FET\n",
      "167/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RPAI\n",
      "168/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RPAI: No timezone found, symbol may be delisted\n",
      "FB\n",
      "169/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FB: No timezone found, symbol may be delisted\n",
      "WAGE\n",
      "170/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WAGE: No timezone found, symbol may be delisted\n",
      "TLYS\n",
      "171/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ROYT\n",
      "172/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ROYT: No timezone found, symbol may be delisted\n",
      "CG\n",
      "173/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SUPN\n",
      "174/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NOW\n",
      "175/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQM\n",
      "176/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EQM: No timezone found, symbol may be delisted\n",
      "DFRG\n",
      "177/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DFRG: No timezone found, symbol may be delisted\n",
      "NGVC\n",
      "178/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHUY\n",
      "179/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PANW\n",
      "180/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FIVE\n",
      "181/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSBW\n",
      "182/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCLP\n",
      "183/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HCLP: No data found for this date range, symbol may be delisted\n",
      "MANU\n",
      "184/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFMT\n",
      "185/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLMN\n",
      "186/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMED\n",
      "187/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QLYS\n",
      "188/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMLP\n",
      "189/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NBHC\n",
      "190/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRC\n",
      "191/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPLX\n",
      "192/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SDLP\n",
      "193/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SDLP: No timezone found, symbol may be delisted\n",
      "WDAY\n",
      "194/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FANG\n",
      "195/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICPT\n",
      "196/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SSTK\n",
      "197/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RLGY\n",
      "198/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RLGY: No timezone found, symbol may be delisted\n",
      "AMBA\n",
      "199/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANFI\n",
      "200/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANFI: No timezone found, symbol may be delisted\n",
      "BERY\n",
      "201/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RGLS\n",
      "202/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LXFR\n",
      "203/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YY\n",
      "204/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WHLR\n",
      "205/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATOS\n",
      "206/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DKL\n",
      "207/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RH\n",
      "208/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBF\n",
      "209/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TPH\n",
      "210/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LAND\n",
      "211/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STML\n",
      "212/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STML: No timezone found, symbol may be delisted\n",
      "BFAM\n",
      "213/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCLH\n",
      "214/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CONE\n",
      "215/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CONE: No timezone found, symbol may be delisted\n",
      "SXCP\n",
      "216/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SXCP: No timezone found, symbol may be delisted\n",
      "USAC\n",
      "217/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AFH\n",
      "218/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AFH: No timezone found, symbol may be delisted\n",
      "CNOB\n",
      "219/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIIQ\n",
      "220/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HIIQ: No timezone found, symbol may be delisted\n",
      "XONE\n",
      "221/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XONE: Data doesn't exist for startDate = 1360213200, endDate = 1364529600\n",
      "BCC\n",
      "222/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZTS\n",
      "223/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRIN\n",
      "224/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENTA\n",
      "225/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MODN\n",
      "226/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTPH\n",
      "227/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TTPH: No timezone found, symbol may be delisted\n",
      "APAM\n",
      "228/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPDN\n",
      "229/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SEAS\n",
      "230/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "I\n",
      "231/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- I: No timezone found, symbol may be delisted\n",
      "HASI\n",
      "232/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVTC\n",
      "233/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMRX\n",
      "234/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KNOP\n",
      "235/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TMHC\n",
      "236/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBTX\n",
      "237/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EPZM\n",
      "238/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EPZM: No timezone found, symbol may be delisted\n",
      "KMDA\n",
      "239/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ECOM\n",
      "240/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRSS\n",
      "241/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRSS: No timezone found, symbol may be delisted\n",
      "CSTM\n",
      "242/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTLA\n",
      "243/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PTLA: No timezone found, symbol may be delisted\n",
      "DATA\n",
      "244/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DATA: No timezone found, symbol may be delisted\n",
      "WLH\n",
      "245/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WLH: No timezone found, symbol may be delisted\n",
      "EMES\n",
      "246/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EMES: No timezone found, symbol may be delisted\n",
      "TSC\n",
      "247/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TSC: No timezone found, symbol may be delisted\n",
      "AHH\n",
      "248/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QIWI\n",
      "249/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VOYA\n",
      "250/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INSY\n",
      "251/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INSY: No timezone found, symbol may be delisted\n",
      "GWPH\n",
      "252/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GWPH: No timezone found, symbol may be delisted\n",
      "EARN\n",
      "253/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NDLS\n",
      "254/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAMG\n",
      "255/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PETX\n",
      "256/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PETX: No timezone found, symbol may be delisted\n",
      "CDW\n",
      "257/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HDS\n",
      "258/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HDS: No timezone found, symbol may be delisted\n",
      "ESPR\n",
      "259/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NSTG\n",
      "260/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LXFT\n",
      "261/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LXFT: No timezone found, symbol may be delisted\n",
      "GOGO\n",
      "262/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTCT\n",
      "263/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "THST\n",
      "264/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLUE\n",
      "265/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COTY\n",
      "266/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BEP\n",
      "267/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LITB\n",
      "268/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ONTX\n",
      "269/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNAT\n",
      "270/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNAT: No timezone found, symbol may be delisted\n",
      "AGIO\n",
      "271/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JONE\n",
      "272/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JONE: No timezone found, symbol may be delisted\n",
      "GRAM\n",
      "273/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GRAM: No timezone found, symbol may be delisted\n",
      "HTBX\n",
      "274/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HTBX: No timezone found, symbol may be delisted\n",
      "PSXP\n",
      "275/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PSXP: No timezone found, symbol may be delisted\n",
      "REXR\n",
      "276/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOC\n",
      "277/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMED\n",
      "278/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OMED: No timezone found, symbol may be delisted\n",
      "SPHS\n",
      "279/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SPHS: No timezone found, symbol may be delisted\n",
      "IRT\n",
      "280/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MIXT\n",
      "281/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FI\n",
      "282/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FI: No timezone found, symbol may be delisted\n",
      "XON\n",
      "283/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XON: No timezone found, symbol may be delisted\n",
      "FOXF\n",
      "284/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTRL\n",
      "285/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTRL: No timezone found, symbol may be delisted\n",
      "MBII\n",
      "286/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MBII: No timezone found, symbol may be delisted\n",
      "SFM\n",
      "287/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMH\n",
      "288/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASC\n",
      "289/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PEGI\n",
      "290/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PEGI: No timezone found, symbol may be delisted\n",
      "RNG\n",
      "291/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PINC\n",
      "292/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AAOI\n",
      "293/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVOK\n",
      "294/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPHT\n",
      "295/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OPHT: No timezone found, symbol may be delisted\n",
      "FEYE\n",
      "296/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FEYE: No timezone found, symbol may be delisted\n",
      "BIND\n",
      "297/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XLRN\n",
      "298/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XLRN: No timezone found, symbol may be delisted\n",
      "FPRX\n",
      "299/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FPRX: No timezone found, symbol may be delisted\n",
      "BNFT\n",
      "300/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VLRS\n",
      "301/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESNT\n",
      "302/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MMI\n",
      "303/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WUBA\n",
      "304/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WUBA: No timezone found, symbol may be delisted\n",
      "VCYT\n",
      "305/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRX\n",
      "306/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRTO\n",
      "307/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COMM\n",
      "308/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRLP\n",
      "309/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SRLP: No timezone found, symbol may be delisted\n",
      "EIGI\n",
      "310/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EIGI: No timezone found, symbol may be delisted\n",
      "AERI\n",
      "311/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VJET\n",
      "312/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VEEV\n",
      "313/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAGP\n",
      "314/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGNX\n",
      "315/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AR\n",
      "316/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QTS\n",
      "317/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QTS: No timezone found, symbol may be delisted\n",
      "PBPB\n",
      "318/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHMI\n",
      "319/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BURL\n",
      "320/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESRT\n",
      "321/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMAX\n",
      "322/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FATE\n",
      "323/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPWR\n",
      "324/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OXFD\n",
      "325/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OXFD: No timezone found, symbol may be delisted\n",
      "VNCE\n",
      "326/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WBAI\n",
      "327/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WBAI: No timezone found, symbol may be delisted\n",
      "NVGS\n",
      "328/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVGN\n",
      "329/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TNDM\n",
      "330/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HMHC\n",
      "331/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HMHC: No timezone found, symbol may be delisted\n",
      "EROS\n",
      "332/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EROS: No timezone found, symbol may be delisted\n",
      "DLNG\n",
      "333/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHGG\n",
      "334/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STAY\n",
      "335/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STAY: No timezone found, symbol may be delisted\n",
      "NMIH\n",
      "336/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LGIH\n",
      "337/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TWTR\n",
      "338/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WIX\n",
      "339/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KPTI\n",
      "340/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVH\n",
      "341/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AVH: No timezone found, symbol may be delisted\n",
      "BCRH\n",
      "342/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCRH: No timezone found, symbol may be delisted\n",
      "TCS\n",
      "343/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMC\n",
      "344/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HLT\n",
      "345/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KIN\n",
      "346/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KIN: No timezone found, symbol may be delisted\n",
      "SALT\n",
      "347/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SALT: No timezone found, symbol may be delisted\n",
      "TLOG\n",
      "348/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTT\n",
      "349/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTT: No timezone found, symbol may be delisted\n",
      "ARMK\n",
      "350/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATHM\n",
      "351/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XNCR\n",
      "352/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CARA\n",
      "353/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NWHM\n",
      "354/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NWHM: No timezone found, symbol may be delisted\n",
      "RARE\n",
      "355/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MBUU\n",
      "356/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRVN\n",
      "357/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DRNA\n",
      "358/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DRNA: No timezone found, symbol may be delisted\n",
      "CRCM\n",
      "359/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRCM: No timezone found, symbol may be delisted\n",
      "AKER\n",
      "360/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AKER: No timezone found, symbol may be delisted\n",
      "SC\n",
      "361/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SC: No timezone found, symbol may be delisted\n",
      "EPE\n",
      "362/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EPE: No timezone found, symbol may be delisted\n",
      "CELP\n",
      "363/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CELP: No timezone found, symbol may be delisted\n",
      "GLYC\n",
      "364/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RTRX\n",
      "365/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RTRX: No timezone found, symbol may be delisted\n",
      "VRNS\n",
      "366/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMLR\n",
      "367/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INGN\n",
      "368/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBP\n",
      "369/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNCE\n",
      "370/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGRX\n",
      "371/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLXN\n",
      "372/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FLXN: No timezone found, symbol may be delisted\n",
      "GPRK\n",
      "373/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LADR\n",
      "374/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RVNC\n",
      "375/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QURE\n",
      "376/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNCA\n",
      "377/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBPX\n",
      "378/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBPX: No timezone found, symbol may be delisted\n",
      "BIOC\n",
      "379/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRG\n",
      "380/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRG: No timezone found, symbol may be delisted\n",
      "HIVE\n",
      "381/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TWOU\n",
      "382/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WATT\n",
      "383/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TNET\n",
      "384/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGTC\n",
      "385/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMBR\n",
      "386/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMBR: No timezone found, symbol may be delisted\n",
      "ATEN\n",
      "387/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QTWO\n",
      "388/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AKBA\n",
      "389/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDWD\n",
      "390/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCTY\n",
      "391/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSLT\n",
      "392/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CSLT: No timezone found, symbol may be delisted\n",
      "GLMD\n",
      "393/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AKAO\n",
      "394/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AKAO: No timezone found, symbol may be delisted\n",
      "AQXP\n",
      "395/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AQXP: No timezone found, symbol may be delisted\n",
      "REPH\n",
      "396/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- REPH: No timezone found, symbol may be delisted\n",
      "SABR\n",
      "397/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPWH\n",
      "398/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEJU\n",
      "399/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MC\n",
      "400/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAYC\n",
      "401/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIO\n",
      "402/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WB\n",
      "403/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAHC\n",
      "404/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FPI\n",
      "405/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENBL\n",
      "406/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ENBL: No timezone found, symbol may be delisted\n",
      "ADMS\n",
      "407/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADMS: No timezone found, symbol may be delisted\n",
      "ALLY\n",
      "408/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRUB\n",
      "409/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GRUB: No timezone found, symbol may be delisted\n",
      "FIVN\n",
      "410/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TEDU\n",
      "411/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RUBI\n",
      "412/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RUBI: No timezone found, symbol may be delisted\n",
      "PIH\n",
      "413/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PIH: No timezone found, symbol may be delisted\n",
      "RESN\n",
      "414/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RESN: No timezone found, symbol may be delisted\n",
      "PE\n",
      "415/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PE: No timezone found, symbol may be delisted\n",
      "AGRX\n",
      "416/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HRTG\n",
      "417/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SDPI\n",
      "418/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JD\n",
      "419/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TGEN\n",
      "420/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRUE\n",
      "421/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JMEI\n",
      "422/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JMEI: No timezone found, symbol may be delisted\n",
      "BWFG\n",
      "423/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZEN\n",
      "424/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFBS\n",
      "425/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TOUR\n",
      "426/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBFX\n",
      "427/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMCM\n",
      "428/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LPG\n",
      "429/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALDR\n",
      "430/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALDR: No timezone found, symbol may be delisted\n",
      "GLOP\n",
      "431/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCYX\n",
      "432/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FRSH\n",
      "433/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FRSH: Data doesn't exist for startDate = 1399003200, endDate = 1403323200\n",
      "ALDX\n",
      "434/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARES\n",
      "435/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MIK\n",
      "436/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MIK: No timezone found, symbol may be delisted\n",
      "NEP\n",
      "437/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SERV\n",
      "438/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SERV: No timezone found, symbol may be delisted\n",
      "GPRO\n",
      "439/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMPH\n",
      "440/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTLS\n",
      "441/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XNET\n",
      "442/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARDX\n",
      "443/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZFGN\n",
      "444/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZFGN: No timezone found, symbol may be delisted\n",
      "VNOM\n",
      "445/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FELP\n",
      "446/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FELP: No timezone found, symbol may be delisted\n",
      "CCS\n",
      "447/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASPN\n",
      "448/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOBL\n",
      "449/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TSE\n",
      "450/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NAO\n",
      "451/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NAO: No timezone found, symbol may be delisted\n",
      "RDUS\n",
      "452/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RDUS: No timezone found, symbol may be delisted\n",
      "ANET\n",
      "453/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTLT\n",
      "454/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HQY\n",
      "455/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRNS\n",
      "456/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SYF\n",
      "457/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WLKP\n",
      "458/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPKE\n",
      "459/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SPKE: No timezone found, symbol may be delisted\n",
      "LOCO\n",
      "460/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCUL\n",
      "461/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OEC\n",
      "462/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WMS\n",
      "463/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XENT\n",
      "464/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XENT: No timezone found, symbol may be delisted\n",
      "TSQ\n",
      "465/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFNX\n",
      "466/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PFNX: No timezone found, symbol may be delisted\n",
      "IMDZ\n",
      "467/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IMDZ: No timezone found, symbol may be delisted\n",
      "MTBC\n",
      "468/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLOB\n",
      "469/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAGE\n",
      "470/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TERP\n",
      "471/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TERP: No timezone found, symbol may be delisted\n",
      "TRUP\n",
      "472/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDNA\n",
      "473/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRMD\n",
      "474/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ISTR\n",
      "475/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NERV\n",
      "476/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OTIC\n",
      "477/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RYI\n",
      "478/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICD\n",
      "479/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HMLP\n",
      "480/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HMLP: No timezone found, symbol may be delisted\n",
      "TTOO\n",
      "481/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EARS\n",
      "482/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EARS: No timezone found, symbol may be delisted\n",
      "GWGH\n",
      "483/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GWGH: No timezone found, symbol may be delisted\n",
      "TVPT\n",
      "484/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDLY\n",
      "485/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MDLY: No timezone found, symbol may be delisted\n",
      "SFS\n",
      "486/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SFS: No timezone found, symbol may be delisted\n",
      "ICL\n",
      "487/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYBR\n",
      "488/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFG\n",
      "489/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVAL\n",
      "490/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BABA\n",
      "491/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FOMX\n",
      "492/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FOMX: No timezone found, symbol may be delisted\n",
      "PRQR\n",
      "493/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RWLK\n",
      "494/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AFMD\n",
      "495/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOOT\n",
      "496/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSAM\n",
      "497/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSAM: No timezone found, symbol may be delisted\n",
      "SHLX\n",
      "498/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SHLX: No timezone found, symbol may be delisted\n",
      "SIEN\n",
      "499/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DBVT\n",
      "500/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRTO\n",
      "501/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRTO: No timezone found, symbol may be delisted\n",
      "ZAYO\n",
      "502/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZAYO: No timezone found, symbol may be delisted\n",
      "ATRA\n",
      "503/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FWP\n",
      "504/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GWB\n",
      "505/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GWB: No timezone found, symbol may be delisted\n",
      "PLAY\n",
      "506/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DPLO\n",
      "507/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DPLO: No timezone found, symbol may be delisted\n",
      "HUBS\n",
      "508/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "USDP\n",
      "509/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VBTX\n",
      "510/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DERM\n",
      "511/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DERM: Data doesn't exist for startDate = 1412308800, endDate = 1416632400\n",
      "ATTO\n",
      "512/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AAC\n",
      "513/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AAC: Data doesn't exist for startDate = 1412222400, endDate = 1416546000\n",
      "CALA\n",
      "514/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "W\n",
      "515/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VSLR\n",
      "516/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VSLR: No timezone found, symbol may be delisted\n",
      "VBLT\n",
      "517/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SKIS\n",
      "518/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SKIS: No timezone found, symbol may be delisted\n",
      "HABT\n",
      "519/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HABT: No timezone found, symbol may be delisted\n",
      "EYES\n",
      "520/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EYES: No timezone found, symbol may be delisted\n",
      "PGRE\n",
      "521/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STOR\n",
      "522/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EHIC\n",
      "523/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EHIC: No timezone found, symbol may be delisted\n",
      "FGEN\n",
      "524/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LMRK\n",
      "525/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LMRK: No timezone found, symbol may be delisted\n",
      "PRAH\n",
      "526/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRAH: No timezone found, symbol may be delisted\n",
      "SKYS\n",
      "527/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AXTA\n",
      "528/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JYNT\n",
      "529/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FRPT\n",
      "530/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBK\n",
      "531/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UPLD\n",
      "532/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHRS\n",
      "533/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVRO\n",
      "534/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AM\n",
      "535/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AM: Data doesn't exist for startDate = 1415163600, endDate = 1419483600\n",
      "XENE\n",
      "536/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLCM\n",
      "537/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ONDK\n",
      "538/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ONDK: No timezone found, symbol may be delisted\n",
      "WK\n",
      "539/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEWR\n",
      "540/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCAU\n",
      "541/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FCAU: No timezone found, symbol may be delisted\n",
      "JRVR\n",
      "542/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LC\n",
      "543/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOMO\n",
      "544/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSGX\n",
      "545/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HSGX: No timezone found, symbol may be delisted\n",
      "AVGR\n",
      "546/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIFR\n",
      "547/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HIFR: No timezone found, symbol may be delisted\n",
      "ONCE\n",
      "548/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ONCE: No timezone found, symbol may be delisted\n",
      "SHAK\n",
      "549/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TCON\n",
      "550/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LENS\n",
      "551/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LENS: No timezone found, symbol may be delisted\n",
      "FLKS\n",
      "552/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FLKS: No timezone found, symbol may be delisted\n",
      "ASND\n",
      "553/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZSAN\n",
      "554/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZSAN: No timezone found, symbol may be delisted\n",
      "EURN\n",
      "555/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOX\n",
      "556/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICBK\n",
      "557/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ICBK: No timezone found, symbol may be delisted\n",
      "AJX\n",
      "558/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLPH\n",
      "559/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVTA\n",
      "560/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INOV\n",
      "561/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INOV: No timezone found, symbol may be delisted\n",
      "DEA\n",
      "562/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JCAP\n",
      "563/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JCAP: No timezone found, symbol may be delisted\n",
      "FSB\n",
      "564/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSB: No timezone found, symbol may be delisted\n",
      "SEDG\n",
      "565/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLLS\n",
      "566/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TANH\n",
      "567/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCOM\n",
      "568/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NCOM: No timezone found, symbol may be delisted\n",
      "SUM\n",
      "569/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMMT\n",
      "570/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BPMC\n",
      "571/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVA\n",
      "572/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VKTX\n",
      "573/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NSA\n",
      "574/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRTY\n",
      "575/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIRT\n",
      "576/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KMPH\n",
      "577/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETSY\n",
      "578/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XBIT\n",
      "579/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDTX\n",
      "580/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADRO\n",
      "581/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADRO: No timezone found, symbol may be delisted\n",
      "KRNT\n",
      "582/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GDDY\n",
      "583/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BZUN\n",
      "584/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHCT\n",
      "585/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SHOP\n",
      "586/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTAI\n",
      "587/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RKDA\n",
      "588/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLPG\n",
      "589/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JAGX\n",
      "590/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BVXV\n",
      "591/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COLL\n",
      "592/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LIFE\n",
      "593/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTGM\n",
      "594/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADAP\n",
      "595/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPGN\n",
      "596/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSM\n",
      "597/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALRM\n",
      "598/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APPF\n",
      "599/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GPP\n",
      "600/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCRB\n",
      "601/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRU\n",
      "602/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCRN\n",
      "603/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MCRN: No timezone found, symbol may be delisted\n",
      "LNTH\n",
      "604/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GKOS\n",
      "605/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CATB\n",
      "606/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CATB: No timezone found, symbol may be delisted\n",
      "RTTR\n",
      "607/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RTTR: No timezone found, symbol may be delisted\n",
      "CYAD\n",
      "608/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FIT\n",
      "609/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FIT: No timezone found, symbol may be delisted\n",
      "UNVR\n",
      "610/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WING\n",
      "611/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PUB\n",
      "612/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PUB: No timezone found, symbol may be delisted\n",
      "EVH\n",
      "613/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DTEA\n",
      "614/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AQMS\n",
      "615/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XELB\n",
      "616/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTVT\n",
      "617/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NK\n",
      "618/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NK: No timezone found, symbol may be delisted\n",
      "NEOS\n",
      "619/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEOS: No timezone found, symbol may be delisted\n",
      "LOB\n",
      "620/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCFT\n",
      "621/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OOMA\n",
      "622/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RPD\n",
      "623/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OLLI\n",
      "624/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JP\n",
      "625/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JP: No timezone found, symbol may be delisted\n",
      "CHMA\n",
      "626/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHMA: No timezone found, symbol may be delisted\n",
      "HLG\n",
      "627/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HLG: No timezone found, symbol may be delisted\n",
      "NTRA\n",
      "628/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFMS\n",
      "629/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TDOC\n",
      "630/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UFAB\n",
      "631/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BNTC\n",
      "632/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HLI\n",
      "633/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GBT\n",
      "634/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GBT: No timezone found, symbol may be delisted\n",
      "AIMT\n",
      "635/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AIMT: No timezone found, symbol may be delisted\n",
      "PLNT\n",
      "636/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RUN\n",
      "637/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZYNE\n",
      "638/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTEC\n",
      "639/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTEC: No timezone found, symbol may be delisted\n",
      "NBRV\n",
      "640/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PEN\n",
      "641/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RGNX\n",
      "642/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MYOK\n",
      "643/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MYOK: No timezone found, symbol may be delisted\n",
      "IOTS\n",
      "644/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IOTS: No timezone found, symbol may be delisted\n",
      "OASM\n",
      "645/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OASM: No timezone found, symbol may be delisted\n",
      "RACE\n",
      "646/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBBP\n",
      "647/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBBP: No timezone found, symbol may be delisted\n",
      "FDC\n",
      "648/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FDC: No timezone found, symbol may be delisted\n",
      "PMTS\n",
      "649/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTMX\n",
      "650/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABTX\n",
      "651/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ABTX: No timezone found, symbol may be delisted\n",
      "ACRS\n",
      "652/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSTG\n",
      "653/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVCR\n",
      "654/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFGC\n",
      "655/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDGE\n",
      "656/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EDGE: No timezone found, symbol may be delisted\n",
      "SGRY\n",
      "657/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DLTH\n",
      "658/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KTOV\n",
      "659/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KTOV: No timezone found, symbol may be delisted\n",
      "AXSM\n",
      "660/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MIME\n",
      "661/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MIME: No timezone found, symbol may be delisted\n",
      "MTCH\n",
      "662/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SQ\n",
      "663/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MESO\n",
      "664/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INST\n",
      "665/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INST: Data doesn't exist for startDate = 1447390800, endDate = 1451710800\n",
      "XCOM\n",
      "666/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XCOM: Data doesn't exist for startDate = 1447304400, endDate = 1451624400\n",
      "VYGR\n",
      "667/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WVE\n",
      "668/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQBK\n",
      "669/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KURA\n",
      "670/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FORK\n",
      "671/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FORK: No timezone found, symbol may be delisted\n",
      "CCRC\n",
      "672/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CCRC: No timezone found, symbol may be delisted\n",
      "YRD\n",
      "673/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TEAM\n",
      "674/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTI\n",
      "675/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PTI: No timezone found, symbol may be delisted\n",
      "BGNE\n",
      "676/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDIT\n",
      "677/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRVS\n",
      "678/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SENS\n",
      "679/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCM\n",
      "680/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNDX\n",
      "681/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GWRS\n",
      "682/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RRR\n",
      "683/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YIN\n",
      "684/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- YIN: No timezone found, symbol may be delisted\n",
      "SCWX\n",
      "685/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARA\n",
      "686/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARA: No timezone found, symbol may be delisted\n",
      "MGP\n",
      "687/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MGP: No timezone found, symbol may be delisted\n",
      "AGLE\n",
      "688/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMS\n",
      "689/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RETA\n",
      "690/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "USFD\n",
      "691/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MSBI\n",
      "692/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRUS\n",
      "693/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SUPV\n",
      "694/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLSE\n",
      "695/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACIA\n",
      "696/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ACIA: No timezone found, symbol may be delisted\n",
      "SITE\n",
      "697/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TPB\n",
      "698/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBPH\n",
      "699/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBPH: No timezone found, symbol may be delisted\n",
      "NTLA\n",
      "700/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SYRS\n",
      "701/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMRE\n",
      "702/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TWLO\n",
      "703/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SELB\n",
      "704/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIVE\n",
      "705/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COE\n",
      "706/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATKR\n",
      "707/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLSD\n",
      "708/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MBRX\n",
      "709/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NH\n",
      "710/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APOP\n",
      "711/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- APOP: No timezone found, symbol may be delisted\n",
      "TLND\n",
      "712/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TLND: No timezone found, symbol may be delisted\n",
      "TCMD\n",
      "713/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KNSL\n",
      "714/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KDMN\n",
      "715/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KDMN: No timezone found, symbol may be delisted\n",
      "TPIC\n",
      "716/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PI\n",
      "717/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOLD\n",
      "718/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BOLD: No timezone found, symbol may be delisted\n",
      "LN\n",
      "719/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LN: No timezone found, symbol may be delisted\n",
      "AIRG\n",
      "720/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MEDP\n",
      "721/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTGX\n",
      "722/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GEMP\n",
      "723/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GEMP: No timezone found, symbol may be delisted\n",
      "HOME\n",
      "724/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HOME: No timezone found, symbol may be delisted\n",
      "FHB\n",
      "725/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTNX\n",
      "726/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRHC\n",
      "727/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRT\n",
      "728/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MRT: No timezone found, symbol may be delisted\n",
      "FLGT\n",
      "729/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TYHT\n",
      "730/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TYHT: No timezone found, symbol may be delisted\n",
      "VVV\n",
      "731/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSUM\n",
      "732/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GSUM: No timezone found, symbol may be delisted\n",
      "ACIU\n",
      "733/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSTR\n",
      "734/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELF\n",
      "735/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NOVN\n",
      "736/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTD\n",
      "737/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVBG\n",
      "738/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBK\n",
      "739/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTB\n",
      "740/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NBLX\n",
      "741/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NBLX: No timezone found, symbol may be delisted\n",
      "BL\n",
      "742/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOLF\n",
      "743/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QTNA\n",
      "744/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZTO\n",
      "745/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MYOV\n",
      "746/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RARX\n",
      "747/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RARX: No timezone found, symbol may be delisted\n",
      "FRTA\n",
      "748/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FRTA: No timezone found, symbol may be delisted\n",
      "IRTC\n",
      "749/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRSP\n",
      "750/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TUSK\n",
      "751/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XOG\n",
      "752/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XOG: No timezone found, symbol may be delisted\n",
      "AZRE\n",
      "753/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AZRX\n",
      "754/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AZRX: No timezone found, symbol may be delisted\n",
      "CWH\n",
      "755/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRAM\n",
      "756/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADSW\n",
      "757/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADSW: No timezone found, symbol may be delisted\n",
      "OBLN\n",
      "758/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OBLN: No timezone found, symbol may be delisted\n",
      "COUP\n",
      "759/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WAAS\n",
      "760/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WAAS: No timezone found, symbol may be delisted\n",
      "MTFB\n",
      "761/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTFB: No timezone found, symbol may be delisted\n",
      "SND\n",
      "762/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GDS\n",
      "763/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HEBT\n",
      "764/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HEBT: No timezone found, symbol may be delisted\n",
      "TRVG\n",
      "765/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICHR\n",
      "766/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNES\n",
      "767/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "POLA\n",
      "768/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IIPR\n",
      "769/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JAG\n",
      "770/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JAG: No timezone found, symbol may be delisted\n",
      "JELD\n",
      "771/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JNCE\n",
      "772/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "REVG\n",
      "773/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OBSV\n",
      "774/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANAB\n",
      "775/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FRAC\n",
      "776/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FRAC: No timezone found, symbol may be delisted\n",
      "CLPR\n",
      "777/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBM\n",
      "778/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FBM: No timezone found, symbol may be delisted\n",
      "SACH\n",
      "779/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "METC\n",
      "780/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KRP\n",
      "781/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LAUR\n",
      "782/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INVH\n",
      "783/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AYX\n",
      "784/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VLRX\n",
      "785/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VLRX: No timezone found, symbol may be delisted\n",
      "TRPX\n",
      "786/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRPX: No timezone found, symbol may be delisted\n",
      "PUMP\n",
      "787/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARD\n",
      "788/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARD: No timezone found, symbol may be delisted\n",
      "PSDO\n",
      "789/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PSDO: No timezone found, symbol may be delisted\n",
      "JILL\n",
      "790/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BYSI\n",
      "791/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNAP\n",
      "792/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HLNE\n",
      "793/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLDR\n",
      "794/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLDR: No timezone found, symbol may be delisted\n",
      "CVNA\n",
      "795/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EEX\n",
      "796/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCSM\n",
      "797/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XRF\n",
      "798/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XRF: No timezone found, symbol may be delisted\n",
      "ZYME\n",
      "799/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRNA\n",
      "800/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FND\n",
      "801/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CATS\n",
      "802/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CATS: No timezone found, symbol may be delisted\n",
      "WTTR\n",
      "803/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WTTR: Data doesn't exist for startDate = 1492747200, endDate = 1497067200\n",
      "TOCA\n",
      "804/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TOCA: No timezone found, symbol may be delisted\n",
      "CADE\n",
      "805/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCC\n",
      "806/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YEXT\n",
      "807/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NETS\n",
      "808/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NETS: No timezone found, symbol may be delisted\n",
      "OKTA\n",
      "809/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNDR\n",
      "810/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELVT\n",
      "811/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HESM\n",
      "812/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APPN\n",
      "813/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WOW\n",
      "814/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SGH\n",
      "815/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARGX\n",
      "816/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BEDU\n",
      "817/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GTHX\n",
      "818/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOI\n",
      "819/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASV\n",
      "820/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ASV: No timezone found, symbol may be delisted\n",
      "GDI\n",
      "821/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GDI: No timezone found, symbol may be delisted\n",
      "VERI\n",
      "822/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FPH\n",
      "823/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNTY\n",
      "824/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OVID\n",
      "825/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "URGN\n",
      "826/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMGP\n",
      "827/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMGP: No timezone found, symbol may be delisted\n",
      "BHVN\n",
      "828/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BHVN: Data doesn't exist for startDate = 1493870400, endDate = 1498190400\n",
      "BY\n",
      "829/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALRN\n",
      "830/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APRN\n",
      "831/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOVA\n",
      "832/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DOVA: No timezone found, symbol may be delisted\n",
      "MRSN\n",
      "833/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESQ\n",
      "834/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATXI\n",
      "835/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GPMT\n",
      "836/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAFE\n",
      "837/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SGBX\n",
      "838/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATUS\n",
      "839/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOMN\n",
      "840/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BOMN: No timezone found, symbol may be delisted\n",
      "ADOM\n",
      "841/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADOM: No timezone found, symbol may be delisted\n",
      "ATNX\n",
      "842/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLYM\n",
      "843/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IMRN\n",
      "844/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SSTI\n",
      "845/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEWA\n",
      "846/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEWA: No timezone found, symbol may be delisted\n",
      "RDFN\n",
      "847/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNNA\n",
      "848/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNNA: No timezone found, symbol may be delisted\n",
      "RBB\n",
      "849/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PETQ\n",
      "850/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KALA\n",
      "851/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLXT\n",
      "852/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AKCA\n",
      "853/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AKCA: No timezone found, symbol may be delisted\n",
      "CODX\n",
      "854/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSSE\n",
      "855/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RNGR\n",
      "856/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YOGA\n",
      "857/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- YOGA: No timezone found, symbol may be delisted\n",
      "ZEAL\n",
      "858/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZEAL: No timezone found, symbol may be delisted\n",
      "CIFS\n",
      "859/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CIFS: No timezone found, symbol may be delisted\n",
      "VNTR\n",
      "860/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMTA\n",
      "861/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CMTA: No timezone found, symbol may be delisted\n",
      "PQG\n",
      "862/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PQG: No timezone found, symbol may be delisted\n",
      "ROKU\n",
      "863/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DCPH\n",
      "864/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCNA\n",
      "865/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NITE\n",
      "866/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NITE: No timezone found, symbol may be delisted\n",
      "RYB\n",
      "867/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RYB: No timezone found, symbol may be delisted\n",
      "SECO\n",
      "868/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMP\n",
      "869/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OMP: No timezone found, symbol may be delisted\n",
      "PETZ\n",
      "870/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DESP\n",
      "871/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CELC\n",
      "872/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KRYS\n",
      "873/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZLAB\n",
      "874/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRMT\n",
      "875/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRMT: No timezone found, symbol may be delisted\n",
      "ZKIN\n",
      "876/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSCT\n",
      "877/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSCT: No timezone found, symbol may be delisted\n",
      "MBIN\n",
      "878/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEXA\n",
      "879/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EYE\n",
      "880/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BPMP\n",
      "881/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPMP: No timezone found, symbol may be delisted\n",
      "FAT\n",
      "882/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LYL\n",
      "883/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "REDU\n",
      "884/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- REDU: No timezone found, symbol may be delisted\n",
      "RMBL\n",
      "885/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SE\n",
      "886/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDB\n",
      "887/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QD\n",
      "888/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPTN\n",
      "889/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KIDS\n",
      "890/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HAIR\n",
      "891/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HAIR: No timezone found, symbol may be delisted\n",
      "CARG\n",
      "892/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SWCH\n",
      "893/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RYTM\n",
      "894/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOXL\n",
      "895/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RETO\n",
      "896/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BXG\n",
      "897/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BXG: No timezone found, symbol may be delisted\n",
      "AMRH\n",
      "898/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMRH: No timezone found, symbol may be delisted\n",
      "SAIL\n",
      "899/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SAIL: No timezone found, symbol may be delisted\n",
      "SBT\n",
      "900/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCPH\n",
      "901/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFIX\n",
      "902/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JT\n",
      "903/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASNS\n",
      "904/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ASNS: Data doesn't exist for startDate = 1510808400, endDate = 1515128400\n",
      "PPDF\n",
      "905/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PPDF: No timezone found, symbol may be delisted\n",
      "BAND\n",
      "906/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ERYP\n",
      "907/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APLS\n",
      "908/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOGO\n",
      "909/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SOGO: No timezone found, symbol may be delisted\n",
      "MCB\n",
      "910/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEDU\n",
      "911/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IFRX\n",
      "912/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBTX\n",
      "913/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBTX: No timezone found, symbol may be delisted\n",
      "HX\n",
      "914/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HX: No timezone found, symbol may be delisted\n",
      "AQ\n",
      "915/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AQ: No timezone found, symbol may be delisted\n",
      "ACMR\n",
      "916/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPRO\n",
      "917/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALNA\n",
      "918/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALNA: No timezone found, symbol may be delisted\n",
      "AQUA\n",
      "919/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNKO\n",
      "920/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALTR\n",
      "921/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOMA\n",
      "922/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICLK\n",
      "923/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LX\n",
      "924/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOGZ\n",
      "925/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CASA\n",
      "926/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NMRK\n",
      "927/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DNLI\n",
      "928/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LBC\n",
      "929/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CURO\n",
      "930/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ODT\n",
      "931/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ODT: No timezone found, symbol may be delisted\n",
      "QTRX\n",
      "932/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGS\n",
      "933/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLDB\n",
      "934/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TORC\n",
      "935/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TORC: No timezone found, symbol may be delisted\n",
      "EYEN\n",
      "936/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GTES\n",
      "937/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MNLO\n",
      "938/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MNLO: No timezone found, symbol may be delisted\n",
      "PAGS\n",
      "939/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NINE\n",
      "940/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADT\n",
      "941/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COLD\n",
      "942/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ILPT\n",
      "943/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LBRT\n",
      "944/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CUE\n",
      "945/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FAMI\n",
      "946/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BFRA\n",
      "947/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BFRA: No timezone found, symbol may be delisted\n",
      "MOTS\n",
      "948/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDLX\n",
      "949/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QES\n",
      "950/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QES: No timezone found, symbol may be delisted\n",
      "VCTR\n",
      "951/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WHD\n",
      "952/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EOLS\n",
      "953/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HMI\n",
      "954/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HMI: No timezone found, symbol may be delisted\n",
      "SSLJ\n",
      "955/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SSLJ: No timezone found, symbol may be delisted\n",
      "FTSI\n",
      "956/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTSI: No timezone found, symbol may be delisted\n",
      "CEPU\n",
      "957/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAAP\n",
      "958/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HUD\n",
      "959/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HUD: No timezone found, symbol may be delisted\n",
      "IPIC\n",
      "960/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OSS\n",
      "961/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VICI\n",
      "962/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLGL\n",
      "963/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNPX\n",
      "964/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IQ\n",
      "965/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UMRX\n",
      "966/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UMRX: No timezone found, symbol may be delisted\n",
      "ONE\n",
      "967/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ONE: No timezone found, symbol may be delisted\n",
      "OPBK\n",
      "968/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BILI\n",
      "969/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FIXX\n",
      "970/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GHG\n",
      "971/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DBX\n",
      "972/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STG\n",
      "973/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DNJR\n",
      "974/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DNJR: No timezone found, symbol may be delisted\n",
      "AIHS\n",
      "975/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZS\n",
      "976/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RCUS\n",
      "977/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BWB\n",
      "978/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTAI\n",
      "979/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOCU\n",
      "980/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSHD\n",
      "981/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMAR\n",
      "982/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LASR\n",
      "983/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDAY\n",
      "984/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEVL\n",
      "985/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LEVL: No timezone found, symbol may be delisted\n",
      "PVTL\n",
      "986/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PVTL: No timezone found, symbol may be delisted\n",
      "SURF\n",
      "987/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOR\n",
      "988/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EAF\n",
      "989/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGMH\n",
      "990/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZUO\n",
      "991/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPOT\n",
      "992/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HJLI\n",
      "993/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HJLI: No timezone found, symbol may be delisted\n",
      "ITRM\n",
      "994/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KNSA\n",
      "995/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRRK\n",
      "996/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSKY\n",
      "997/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLPS\n",
      "998/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVOP\n",
      "999/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PS\n",
      "1000/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PS: No timezone found, symbol may be delisted\n",
      "HUYA\n",
      "1001/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQH\n",
      "1002/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVLO\n",
      "1003/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OBNK\n",
      "1004/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ROAD\n",
      "1005/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STXB\n",
      "1006/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STXB: No timezone found, symbol may be delisted\n",
      "ASLN\n",
      "1007/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BCML\n",
      "1008/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBLK\n",
      "1009/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBLK: No timezone found, symbol may be delisted\n",
      "INSP\n",
      "1010/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UBX\n",
      "1011/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRT\n",
      "1012/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOMO\n",
      "1013/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BJ\n",
      "1014/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BV\n",
      "1015/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENTX\n",
      "1016/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVER\n",
      "1017/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTSV\n",
      "1018/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTSV: No timezone found, symbol may be delisted\n",
      "STIM\n",
      "1019/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBIO\n",
      "1020/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TBIO: Data doesn't exist for startDate = 1530158400, endDate = 1534478400\n",
      "TCDA\n",
      "1021/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UXIN\n",
      "1022/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTGN\n",
      "1023/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTGN: No timezone found, symbol may be delisted\n",
      "LOVE\n",
      "1024/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYRE\n",
      "1025/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ECOR\n",
      "1026/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AUTL\n",
      "1027/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APTX\n",
      "1028/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IIIV\n",
      "1029/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KZR\n",
      "1030/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGTA\n",
      "1031/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVRO\n",
      "1032/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XERS\n",
      "1033/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EIDX\n",
      "1034/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EIDX: No timezone found, symbol may be delisted\n",
      "VRCA\n",
      "1035/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEW\n",
      "1036/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEW: No timezone found, symbol may be delisted\n",
      "AVLR\n",
      "1037/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AVLR: No timezone found, symbol may be delisted\n",
      "CHRA\n",
      "1038/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "USX\n",
      "1039/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGTX\n",
      "1040/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMBO\n",
      "1041/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADIL\n",
      "1042/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DAVA\n",
      "1043/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPRA\n",
      "1044/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WISA\n",
      "1045/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JG\n",
      "1046/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LQDA\n",
      "1047/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TENB\n",
      "1048/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDD\n",
      "1049/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FOCS\n",
      "1050/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRY\n",
      "1051/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CANG\n",
      "1052/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AQST\n",
      "1053/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BE\n",
      "1054/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRVB\n",
      "1055/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "REPL\n",
      "1056/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESTA\n",
      "1057/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNST\n",
      "1058/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNST: No timezone found, symbol may be delisted\n",
      "TLRY\n",
      "1059/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MYFW\n",
      "1060/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALLK\n",
      "1061/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRNX\n",
      "1062/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCB\n",
      "1063/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RUBY\n",
      "1064/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFET\n",
      "1065/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARDS\n",
      "1066/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MESA\n",
      "1067/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCNX\n",
      "1068/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCB\n",
      "1069/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARLO\n",
      "1070/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SONO\n",
      "1071/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CWK\n",
      "1072/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTK\n",
      "1073/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTK: No timezone found, symbol may be delisted\n",
      "GRTS\n",
      "1074/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LAIX\n",
      "1075/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LAIX: No timezone found, symbol may be delisted\n",
      "RMED\n",
      "1076/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STRO\n",
      "1077/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARVN\n",
      "1078/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UROV\n",
      "1079/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UROV: No timezone found, symbol may be delisted\n",
      "ARCE\n",
      "1080/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBNK\n",
      "1081/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETTX\n",
      "1082/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETTX: No timezone found, symbol may be delisted\n",
      "SVMK\n",
      "1083/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SVMK: No timezone found, symbol may be delisted\n",
      "VIOT\n",
      "1084/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YMAB\n",
      "1085/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTCH\n",
      "1086/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSVN\n",
      "1087/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EB\n",
      "1088/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELAN\n",
      "1089/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XYF\n",
      "1090/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRNB\n",
      "1091/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRNB: No timezone found, symbol may be delisted\n",
      "QTT\n",
      "1092/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FVCB\n",
      "1093/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NIO\n",
      "1094/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YI\n",
      "1095/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AXNX\n",
      "1096/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORTX\n",
      "1097/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TWST\n",
      "1098/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMDA\n",
      "1099/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STNE\n",
      "1100/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PT\n",
      "1101/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YETI\n",
      "1102/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOGC\n",
      "1103/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NIU\n",
      "1104/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SWI\n",
      "1105/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MSC\n",
      "1106/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OSMT\n",
      "1107/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSMT: No timezone found, symbol may be delisted\n",
      "PHAS\n",
      "1108/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PHAS: No data found, symbol may be delisted\n",
      "SIBN\n",
      "1109/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLAN\n",
      "1110/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PLAN: No timezone found, symbol may be delisted\n",
      "EQ\n",
      "1111/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALLO\n",
      "1112/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LTHM\n",
      "1113/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESTC\n",
      "1114/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GH\n",
      "1115/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KOD\n",
      "1116/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UPWK\n",
      "1117/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDRR\n",
      "1118/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TLC\n",
      "1119/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TLC: No timezone found, symbol may be delisted\n",
      "TLSA\n",
      "1120/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TC\n",
      "1121/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WEI\n",
      "1122/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WEI: No timezone found, symbol may be delisted\n",
      "VAPO\n",
      "1123/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETON\n",
      "1124/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBLTU\n",
      "1125/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TBLTU: No timezone found, symbol may be delisted\n",
      "CNF\n",
      "1126/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHCF\n",
      "1127/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMTB\n",
      "1128/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APM\n",
      "1129/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QFIN\n",
      "1130/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEGH\n",
      "1131/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TME\n",
      "1132/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "THOR\n",
      "1133/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- THOR: No timezone found, symbol may be delisted\n",
      "DMAC\n",
      "1134/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRNA\n",
      "1135/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOGU\n",
      "1136/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "A\n",
      "1137/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AAP\n",
      "1138/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AAV\n",
      "1139/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AAV: No data found for this date range, symbol may be delisted\n",
      "AAWW\n",
      "1140/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AAWW: Data doesn't exist for startDate = 1090382400, endDate = 1094702400\n",
      "AAXJ\n",
      "1141/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABAC\n",
      "1142/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ABAC: No data found for this date range, symbol may be delisted\n",
      "ABB\n",
      "1143/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ABB: Data doesn't exist for startDate = 932702400, endDate = 937022400\n",
      "ABBV\n",
      "1144/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABCD\n",
      "1145/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABDC\n",
      "1146/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ABDC: No timezone found, symbol may be delisted\n",
      "ABEO\n",
      "1147/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABEV\n",
      "1148/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ABEV: Data doesn't exist for startDate = 838872000, endDate = 843192000\n",
      "ABG\n",
      "1149/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABIO\n",
      "1150/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABLX\n",
      "1151/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABR\n",
      "1152/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ABUS\n",
      "1153/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AC\n",
      "1154/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACAD\n",
      "1155/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACBI\n",
      "1156/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACC\n",
      "1157/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ACC: No timezone found, symbol may be delisted\n",
      "ACCO\n",
      "1158/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACFC\n",
      "1159/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACGLO\n",
      "1160/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACGLP\n",
      "1161/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACH\n",
      "1162/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ACH: No timezone found, symbol may be delisted\n",
      "ACHC\n",
      "1163/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACHN\n",
      "1164/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ACHN: Data doesn't exist for startDate = 1161835200, endDate = 1166158800\n",
      "ACLS\n",
      "1165/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACM\n",
      "1166/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACN\n",
      "1167/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACOR\n",
      "1168/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACP\n",
      "1169/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACSF\n",
      "1170/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ACSF: No timezone found, symbol may be delisted\n",
      "ACST\n",
      "1171/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ACST: Data doesn't exist for startDate = 1304654400, endDate = 1308974400\n",
      "ACTG\n",
      "1172/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACV\n",
      "1173/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACWI\n",
      "1174/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ACWX\n",
      "1175/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADES\n",
      "1176/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADES: Data doesn't exist for startDate = 1066795200, endDate = 1071118800\n",
      "ADMA\n",
      "1177/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADNT\n",
      "1178/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADRA\n",
      "1179/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADRA: Data doesn't exist for startDate = 1036645200, endDate = 1040965200\n",
      "ADRD\n",
      "1180/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADRD: No data found for this date range, symbol may be delisted\n",
      "ADRE\n",
      "1181/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ADRU\n",
      "1182/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADRU: Data doesn't exist for startDate = 1036731600, endDate = 1041051600\n",
      "ADS\n",
      "1183/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ADS: No timezone found, symbol may be delisted\n",
      "ADVM\n",
      "1184/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AEHR\n",
      "1185/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AEL\n",
      "1186/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AEMD\n",
      "1187/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AEMD: Data doesn't exist for startDate = 910328400, endDate = 914648400\n",
      "AER\n",
      "1188/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AETI\n",
      "1189/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AETI: No timezone found, symbol may be delisted\n",
      "AEUA\n",
      "1190/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AEUA: Data doesn't exist for startDate = 1433476800, endDate = 1437796800\n",
      "AEZS\n",
      "1191/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AEZS: Data doesn't exist for startDate = 952405200, endDate = 956721600\n",
      "AFB\n",
      "1192/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AFI\n",
      "1193/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AFI: No timezone found, symbol may be delisted\n",
      "AFSI\n",
      "1194/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AFT\n",
      "1195/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AG\n",
      "1196/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGC\n",
      "1197/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AGC: No timezone found, symbol may be delisted\n",
      "AGD\n",
      "1198/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGEN\n",
      "1199/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGI\n",
      "1200/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGNCB\n",
      "1201/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AGNCB: No timezone found, symbol may be delisted\n",
      "AGNCN\n",
      "1202/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGND\n",
      "1203/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGO\n",
      "1204/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGR\n",
      "1205/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AGZD\n",
      "1206/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AHC\n",
      "1207/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AHC: No timezone found, symbol may be delisted\n",
      "AHGP\n",
      "1208/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AHL\n",
      "1209/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AHL: Data doesn't exist for startDate = 1070514000, endDate = 1074834000\n",
      "AHP\n",
      "1210/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AHP: No data found for this date range, symbol may be delisted\n",
      "AHPA\n",
      "1211/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AHPA: No timezone found, symbol may be delisted\n",
      "AHPAU\n",
      "1212/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AHPAU: No timezone found, symbol may be delisted\n",
      "AHT\n",
      "1213/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AI\n",
      "1214/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AI: Data doesn't exist for startDate = 882853200, endDate = 887173200\n",
      "AIA\n",
      "1215/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AIF\n",
      "1216/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AIMC\n",
      "1217/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AINV\n",
      "1218/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AINV: No timezone found, symbol may be delisted\n",
      "AIPT\n",
      "1219/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AIPT: No timezone found, symbol may be delisted\n",
      "AIRR\n",
      "1220/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AIZ\n",
      "1221/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AKAM\n",
      "1222/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AKP\n",
      "1223/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AKP: No timezone found, symbol may be delisted\n",
      "AKTS\n",
      "1224/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AKTX\n",
      "1225/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AKTX: Data doesn't exist for startDate = 1367899200, endDate = 1372219200\n",
      "ALEX\n",
      "1226/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALGN\n",
      "1227/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALGT\n",
      "1228/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALLE\n",
      "1229/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALLT\n",
      "1230/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALNY\n",
      "1231/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALPN\n",
      "1232/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALPN: Data doesn't exist for startDate = 1253505600, endDate = 1257829200\n",
      "ALQA\n",
      "1233/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALQA: No timezone found, symbol may be delisted\n",
      "ALSK\n",
      "1234/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALSK: No timezone found, symbol may be delisted\n",
      "ALTY\n",
      "1235/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALV\n",
      "1236/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ALXN\n",
      "1237/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ALXN: No timezone found, symbol may be delisted\n",
      "AMBC\n",
      "1238/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMCN\n",
      "1239/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMCN: No timezone found, symbol may be delisted\n",
      "AMCX\n",
      "1240/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMDA\n",
      "1241/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMDA: No data found for this date range, symbol may be delisted\n",
      "AMEH\n",
      "1242/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMEH: Data doesn't exist for startDate = 1220846400, endDate = 1225166400\n",
      "AMG\n",
      "1243/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMKR\n",
      "1244/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMMA\n",
      "1245/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMMA: No data found for this date range, symbol may be delisted\n",
      "AMOV\n",
      "1246/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMP\n",
      "1247/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMR\n",
      "1248/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMR: Data doesn't exist for startDate = 1493611200, endDate = 1497931200\n",
      "AMRK\n",
      "1249/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMSF\n",
      "1250/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMT\n",
      "1251/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMTD\n",
      "1252/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AMTD: Data doesn't exist for startDate = 857451600, endDate = 861768000\n",
      "AMTX\n",
      "1253/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMX\n",
      "1254/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AMZN\n",
      "1255/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANCB\n",
      "1256/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANDE\n",
      "1257/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANDX\n",
      "1258/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANDX: No timezone found, symbol may be delisted\n",
      "ANF\n",
      "1259/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANGO\n",
      "1260/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANH\n",
      "1261/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANH: No timezone found, symbol may be delisted\n",
      "ANIP\n",
      "1262/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANIP: Data doesn't exist for startDate = 937195200, endDate = 941518800\n",
      "ANSS\n",
      "1263/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ANTM\n",
      "1264/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANTM: No timezone found, symbol may be delisted\n",
      "ANTX\n",
      "1265/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANTX: Data doesn't exist for startDate = 1430971200, endDate = 1435291200\n",
      "ANW\n",
      "1266/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ANW: No data found for this date range, symbol may be delisted\n",
      "ANY\n",
      "1267/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AOD\n",
      "1268/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AOD: Data doesn't exist for startDate = 1169787600, endDate = 1174104000\n",
      "APDN\n",
      "1269/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- APDN: Data doesn't exist for startDate = 941518800, endDate = 945838800\n",
      "APEI\n",
      "1270/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APLE\n",
      "1271/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APLP\n",
      "1272/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APPS\n",
      "1273/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APTI\n",
      "1274/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APTV\n",
      "1275/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APVO\n",
      "1276/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "APWC\n",
      "1277/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- APWC: Data doesn't exist for startDate = 859352400, endDate = 863668800\n",
      "AQB\n",
      "1278/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AQN\n",
      "1279/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AQN: Data doesn't exist for startDate = 1252382400, endDate = 1256702400\n",
      "ARC\n",
      "1280/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARCC\n",
      "1281/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARCW\n",
      "1282/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARCW: Data doesn't exist for startDate = 850107600, endDate = 854427600\n",
      "ARDC\n",
      "1283/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARDM\n",
      "1284/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARDM: No timezone found, symbol may be delisted\n",
      "ARE\n",
      "1285/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AREX\n",
      "1286/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AREX: No timezone found, symbol may be delisted\n",
      "ARGS\n",
      "1287/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARGS: No data found for this date range, symbol may be delisted\n",
      "ARI\n",
      "1288/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARII\n",
      "1289/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARL\n",
      "1290/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARLP\n",
      "1291/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARLZ\n",
      "1292/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARLZ: No data found for this date range, symbol may be delisted\n",
      "ARMO\n",
      "1293/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARNA\n",
      "1294/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARNA: No timezone found, symbol may be delisted\n",
      "ARNC\n",
      "1295/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARNC: Data doesn't exist for startDate = 1476936000, endDate = 1481259600\n",
      "AROC\n",
      "1296/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AROC: Data doesn't exist for startDate = 959140800, endDate = 963460800\n",
      "ARQL\n",
      "1297/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARQL: No timezone found, symbol may be delisted\n",
      "ARR\n",
      "1298/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ARRY\n",
      "1299/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ARRY: Data doesn't exist for startDate = 974437200, endDate = 978757200\n",
      "ASCMA\n",
      "1300/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ASCMA: No timezone found, symbol may be delisted\n",
      "ASET\n",
      "1301/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASIX\n",
      "1302/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASMB\n",
      "1303/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASPS\n",
      "1304/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASPU\n",
      "1305/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ASPU: Data doesn't exist for startDate = 1332993600, endDate = 1337313600\n",
      "ASR\n",
      "1306/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ASRVP\n",
      "1307/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ASRVP: No timezone found, symbol may be delisted\n",
      "ASX\n",
      "1308/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AT\n",
      "1309/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AT: No timezone found, symbol may be delisted\n",
      "ATAC\n",
      "1310/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATAC: No timezone found, symbol may be delisted\n",
      "ATACU\n",
      "1311/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATACU: No timezone found, symbol may be delisted\n",
      "ATAI\n",
      "1312/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATAI: Data doesn't exist for startDate = 1201582800, endDate = 1205899200\n",
      "ATEC\n",
      "1313/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATH\n",
      "1314/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATH: No timezone found, symbol may be delisted\n",
      "ATHN\n",
      "1315/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATHN: No timezone found, symbol may be delisted\n",
      "ATHX\n",
      "1316/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATLC\n",
      "1317/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATLO\n",
      "1318/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATLO: Data doesn't exist for startDate = 871272000, endDate = 875592000\n",
      "ATOM\n",
      "1319/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATRC\n",
      "1320/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATRS\n",
      "1321/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATRS: No timezone found, symbol may be delisted\n",
      "ATSG\n",
      "1322/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ATV\n",
      "1323/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ATV: No timezone found, symbol may be delisted\n",
      "AUDC\n",
      "1324/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AUO\n",
      "1325/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AUO: No timezone found, symbol may be delisted\n",
      "AUY\n",
      "1326/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AUY: Data doesn't exist for startDate = 946875600, endDate = 951195600\n",
      "AVAV\n",
      "1327/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVGO\n",
      "1328/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVK\n",
      "1329/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AVK: Data doesn't exist for startDate = 1043730000, endDate = 1048050000\n",
      "AVXL\n",
      "1330/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AVXS\n",
      "1331/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AWI\n",
      "1332/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AWK\n",
      "1333/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AWP\n",
      "1334/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AWRE\n",
      "1335/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AXL\n",
      "1336/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AXS\n",
      "1337/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AXTI\n",
      "1338/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AY\n",
      "1339/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AYI\n",
      "1340/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "AYR\n",
      "1341/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- AYR: No timezone found, symbol may be delisted\n",
      "AYTU\n",
      "1342/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BABY\n",
      "1343/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BABY: No timezone found, symbol may be delisted\n",
      "BAF\n",
      "1344/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BAF: No timezone found, symbol may be delisted\n",
      "BAK\n",
      "1345/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BAM\n",
      "1346/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BAM: Data doesn't exist for startDate = 871358400, endDate = 875678400\n",
      "BANC\n",
      "1347/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BANFP\n",
      "1348/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BANX\n",
      "1349/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BAS\n",
      "1350/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BAS: No timezone found, symbol may be delisted\n",
      "BASI\n",
      "1351/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BASI: No timezone found, symbol may be delisted\n",
      "BATRA\n",
      "1352/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BATRK\n",
      "1353/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBC\n",
      "1354/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBDO\n",
      "1355/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBF\n",
      "1356/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BBF: No timezone found, symbol may be delisted\n",
      "BBGI\n",
      "1357/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBH\n",
      "1358/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBK\n",
      "1359/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BBK: No timezone found, symbol may be delisted\n",
      "BBL\n",
      "1360/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BBL: No timezone found, symbol may be delisted\n",
      "BBN\n",
      "1361/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBP\n",
      "1362/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBRG\n",
      "1363/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBU\n",
      "1364/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBW\n",
      "1365/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BBX\n",
      "1366/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BBX: No timezone found, symbol may be delisted\n",
      "BCAC\n",
      "1367/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCAC: No timezone found, symbol may be delisted\n",
      "BCACU\n",
      "1368/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCACU: No timezone found, symbol may be delisted\n",
      "BCBP\n",
      "1369/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCBP: Data doesn't exist for startDate = 1022040000, endDate = 1026360000\n",
      "BCH\n",
      "1370/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCH: Data doesn't exist for startDate = 1010466000, endDate = 1014786000\n",
      "BCLI\n",
      "1371/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BCOM\n",
      "1372/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCOM: No timezone found, symbol may be delisted\n",
      "BCOR\n",
      "1373/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BCTF\n",
      "1374/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BCTF: Data doesn't exist for startDate = 952578000, endDate = 956894400\n",
      "BCX\n",
      "1375/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BDGE\n",
      "1376/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BDGE: No timezone found, symbol may be delisted\n",
      "BDJ\n",
      "1377/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BDSI\n",
      "1378/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BDXA\n",
      "1379/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BEAT\n",
      "1380/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BEAT: Data doesn't exist for startDate = 1205899200, endDate = 1210219200\n",
      "BECN\n",
      "1381/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BEL\n",
      "1382/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BEL: No timezone found, symbol may be delisted\n",
      "BELFB\n",
      "1383/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BFIN\n",
      "1384/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BFIT\n",
      "1385/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BFO\n",
      "1386/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BFO: No timezone found, symbol may be delisted\n",
      "BFST\n",
      "1387/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BG\n",
      "1388/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGB\n",
      "1389/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGC\n",
      "1390/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BGC: No data found for this date range, symbol may be delisted\n",
      "BGCP\n",
      "1391/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGFV\n",
      "1392/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGH\n",
      "1393/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGIO\n",
      "1394/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BGIO: No timezone found, symbol may be delisted\n",
      "BGR\n",
      "1395/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGS\n",
      "1396/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGT\n",
      "1397/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BGT: Data doesn't exist for startDate = 1029211200, endDate = 1033531200\n",
      "BGX\n",
      "1398/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BGY\n",
      "1399/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BHAC\n",
      "1400/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BHAC: Data doesn't exist for startDate = 1426564800, endDate = 1430884800\n",
      "BHACU\n",
      "1401/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BHACU: Data doesn't exist for startDate = 1423198800, endDate = 1427515200\n",
      "BHBK\n",
      "1402/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BHBK: No timezone found, symbol may be delisted\n",
      "BHGE\n",
      "1403/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BHGE: No timezone found, symbol may be delisted\n",
      "BHK\n",
      "1404/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BHLB\n",
      "1405/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BHTG\n",
      "1406/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BHTG: No timezone found, symbol may be delisted\n",
      "BIB\n",
      "1407/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BICK\n",
      "1408/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BIDU\n",
      "1409/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BIF\n",
      "1410/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BIF: No timezone found, symbol may be delisted\n",
      "BIOS\n",
      "1411/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BIOS: Data doesn't exist for startDate = 840081600, endDate = 844401600\n",
      "BIP\n",
      "1412/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BIS\n",
      "1413/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BIT\n",
      "1414/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BJRI\n",
      "1415/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BJZ\n",
      "1416/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BJZ: No data found for this date range, symbol may be delisted\n",
      "BKCC\n",
      "1417/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BKD\n",
      "1418/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BKEP\n",
      "1419/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BKEP: No timezone found, symbol may be delisted\n",
      "BKEPP\n",
      "1420/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BKEPP: No timezone found, symbol may be delisted\n",
      "BKHU\n",
      "1421/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BKHU: No timezone found, symbol may be delisted\n",
      "BKI\n",
      "1422/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BKK\n",
      "1423/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BKK: No timezone found, symbol may be delisted\n",
      "BKYI\n",
      "1424/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLBD\n",
      "1425/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLD\n",
      "1426/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLDR\n",
      "1427/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLFS\n",
      "1428/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLH\n",
      "1429/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BLH: No data found for this date range, symbol may be delisted\n",
      "BLK\n",
      "1430/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLKB\n",
      "1431/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLRX\n",
      "1432/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BLW\n",
      "1433/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BMA\n",
      "1434/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BMCH\n",
      "1435/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BMCH: No timezone found, symbol may be delisted\n",
      "BME\n",
      "1436/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BMRN\n",
      "1437/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BNCL\n",
      "1438/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BNCL: No timezone found, symbol may be delisted\n",
      "BNDX\n",
      "1439/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BNED\n",
      "1440/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BNS\n",
      "1441/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BNS: No data found for this date range, symbol may be delisted\n",
      "BOE\n",
      "1442/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOFI\n",
      "1443/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BOFI: No data found for this date range, symbol may be delisted\n",
      "BOJA\n",
      "1444/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOSC\n",
      "1445/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOTJ\n",
      "1446/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BOTZ\n",
      "1447/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BPFHP\n",
      "1448/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPFHP: No timezone found, symbol may be delisted\n",
      "BPI\n",
      "1449/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPI: No timezone found, symbol may be delisted\n",
      "BPK\n",
      "1450/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPK: No data found for this date range, symbol may be delisted\n",
      "BPOPM\n",
      "1451/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPOPM: Data doesn't exist for startDate = 1105592400, endDate = 1109912400\n",
      "BPOPN\n",
      "1452/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPOPN: No timezone found, symbol may be delisted\n",
      "BPRN\n",
      "1453/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPRN: Data doesn't exist for startDate = 1468296000, endDate = 1472616000\n",
      "BPTH\n",
      "1454/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BPY\n",
      "1455/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BPY: No timezone found, symbol may be delisted\n",
      "BQH\n",
      "1456/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BQH: No timezone found, symbol may be delisted\n",
      "BR\n",
      "1457/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRAC\n",
      "1458/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRAC: Data doesn't exist for startDate = 1508904000, endDate = 1513227600\n",
      "BRACU\n",
      "1459/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRACU: Data doesn't exist for startDate = 1507176000, endDate = 1511499600\n",
      "BRFS\n",
      "1460/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRFS: Data doesn't exist for startDate = 852613200, endDate = 856933200\n",
      "BRKL\n",
      "1461/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRKR\n",
      "1462/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRPA\n",
      "1463/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRPA: No timezone found, symbol may be delisted\n",
      "BRPAU\n",
      "1464/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRPAU: No timezone found, symbol may be delisted\n",
      "BRQS\n",
      "1465/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BRS\n",
      "1466/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BRS: No timezone found, symbol may be delisted\n",
      "BSBR\n",
      "1467/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSE\n",
      "1468/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BSE: No timezone found, symbol may be delisted\n",
      "BSF\n",
      "1469/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSIG\n",
      "1470/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSL\n",
      "1471/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSPM\n",
      "1472/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BSQR\n",
      "1473/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BST\n",
      "1474/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTA\n",
      "1475/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTE\n",
      "1476/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BTE: No timezone found, symbol may be delisted\n",
      "BTEC\n",
      "1477/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTO\n",
      "1478/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTT\n",
      "1479/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTU\n",
      "1480/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BTZ\n",
      "1481/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BUD\n",
      "1482/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BUFF\n",
      "1483/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BUFF: Data doesn't exist for startDate = 1437537600, endDate = 1441857600\n",
      "BUI\n",
      "1484/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BUR\n",
      "1485/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BUR: Data doesn't exist for startDate = 1225252800, endDate = 1229576400\n",
      "BURG\n",
      "1486/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BURG: No timezone found, symbol may be delisted\n",
      "BVN\n",
      "1487/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BVSN\n",
      "1488/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BVSN: No timezone found, symbol may be delisted\n",
      "BW\n",
      "1489/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BWEN\n",
      "1490/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BWEN: Data doesn't exist for startDate = 1107406800, endDate = 1111726800\n",
      "BWG\n",
      "1491/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BWP\n",
      "1492/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BWXT\n",
      "1493/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BX\n",
      "1494/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BXC\n",
      "1495/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BXE\n",
      "1496/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- BXE: No data found for this date range, symbol may be delisted\n",
      "BXMX\n",
      "1497/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BXP\n",
      "1498/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BYFC\n",
      "1499/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "BYM\n",
      "1500/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAAS\n",
      "1501/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CABO\n",
      "1502/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAC\n",
      "1503/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CADC\n",
      "1504/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CADC: No timezone found, symbol may be delisted\n",
      "CAE\n",
      "1505/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CAE: Data doesn't exist for startDate = 821250000, endDate = 825570000\n",
      "CAF\n",
      "1506/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAFD\n",
      "1507/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAI\n",
      "1508/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CAI: No timezone found, symbol may be delisted\n",
      "CALI\n",
      "1509/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CALI: No timezone found, symbol may be delisted\n",
      "CALL\n",
      "1510/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CALL: No data found for this date range, symbol may be delisted\n",
      "CALM\n",
      "1511/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAMT\n",
      "1512/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAPL\n",
      "1513/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CAPR\n",
      "1514/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CAPR: Data doesn't exist for startDate = 1024545600, endDate = 1028865600\n",
      "CARO\n",
      "1515/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CARO: No timezone found, symbol may be delisted\n",
      "CARS\n",
      "1516/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CART\n",
      "1517/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CART: No timezone found, symbol may be delisted\n",
      "CARZ\n",
      "1518/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CASI\n",
      "1519/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CASS\n",
      "1520/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CATC\n",
      "1521/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CATC: Data doesn't exist for startDate = 843019200, endDate = 847342800\n",
      "CATH\n",
      "1522/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CATM\n",
      "1523/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CATM: No timezone found, symbol may be delisted\n",
      "CAVM\n",
      "1524/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBAK\n",
      "1525/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBAK: No data found for this date range, symbol may be delisted\n",
      "CBAN\n",
      "1526/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBAN: Data doesn't exist for startDate = 846651600, endDate = 850971600\n",
      "CBAY\n",
      "1527/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBD\n",
      "1528/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBH\n",
      "1529/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBI\n",
      "1530/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBI: No data found for this date range, symbol may be delisted\n",
      "CBIO\n",
      "1531/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBLI\n",
      "1532/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBLI: No timezone found, symbol may be delisted\n",
      "CBMG\n",
      "1533/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBMG: No timezone found, symbol may be delisted\n",
      "CBOE\n",
      "1534/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CBPO\n",
      "1535/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBPO: No timezone found, symbol may be delisted\n",
      "CBSHP\n",
      "1536/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CBSHP: No timezone found, symbol may be delisted\n",
      "CC\n",
      "1537/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCBG\n",
      "1538/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCCL\n",
      "1539/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CCCL: No timezone found, symbol may be delisted\n",
      "CCCR\n",
      "1540/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CCCR: No data found for this date range, symbol may be delisted\n",
      "CCD\n",
      "1541/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCI\n",
      "1542/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCJ\n",
      "1543/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCLP\n",
      "1544/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCM\n",
      "1545/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCMP\n",
      "1546/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CCMP: No timezone found, symbol may be delisted\n",
      "CCO\n",
      "1547/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCOI\n",
      "1548/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCRN\n",
      "1549/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CCT\n",
      "1550/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDC\n",
      "1551/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDEV\n",
      "1552/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CDEV: No timezone found, symbol may be delisted\n",
      "CDK\n",
      "1553/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CDK: No timezone found, symbol may be delisted\n",
      "CDL\n",
      "1554/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CDMOP\n",
      "1555/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CDMOP: No timezone found, symbol may be delisted\n",
      "CDXC\n",
      "1556/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CE\n",
      "1557/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEA\n",
      "1558/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CECO\n",
      "1559/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEIX\n",
      "1560/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEL\n",
      "1561/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CEL: No timezone found, symbol may be delisted\n",
      "CELH\n",
      "1562/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEM\n",
      "1563/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEMI\n",
      "1564/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEN\n",
      "1565/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CENTA\n",
      "1566/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CENX\n",
      "1567/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEO\n",
      "1568/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEQP\n",
      "1569/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CERC\n",
      "1570/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CERC: No timezone found, symbol may be delisted\n",
      "CERS\n",
      "1571/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CETX\n",
      "1572/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CETX: Data doesn't exist for startDate = 1106024400, endDate = 1110344400\n",
      "CETXP\n",
      "1573/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEVA\n",
      "1574/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CEZ\n",
      "1575/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CF\n",
      "1576/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFA\n",
      "1577/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFBI\n",
      "1578/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CFBI: No timezone found, symbol may be delisted\n",
      "CFBK\n",
      "1579/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFFI\n",
      "1580/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CFFI: Data doesn't exist for startDate = 885790800, endDate = 890110800\n",
      "CFFN\n",
      "1581/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFO\n",
      "1582/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFRX\n",
      "1583/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CFX\n",
      "1584/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CFX: No timezone found, symbol may be delisted\n",
      "CGA\n",
      "1585/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CGA: Data doesn't exist for startDate = 1203483600, endDate = 1207800000\n",
      "CGEN\n",
      "1586/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CGG\n",
      "1587/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CGG: No data found for this date range, symbol may be delisted\n",
      "CGIX\n",
      "1588/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CGIX: No timezone found, symbol may be delisted\n",
      "CGO\n",
      "1589/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHA\n",
      "1590/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHA: No timezone found, symbol may be delisted\n",
      "CHCI\n",
      "1591/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHEK\n",
      "1592/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHFN\n",
      "1593/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHFS\n",
      "1594/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHFS: No timezone found, symbol may be delisted\n",
      "CHH\n",
      "1595/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHI\n",
      "1596/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHKP\n",
      "1597/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHL\n",
      "1598/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHL: No timezone found, symbol may be delisted\n",
      "CHRW\n",
      "1599/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHSCL\n",
      "1600/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHSCM\n",
      "1601/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHSCN\n",
      "1602/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHSCO\n",
      "1603/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHSCP\n",
      "1604/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHSCP: Data doesn't exist for startDate = 1043816400, endDate = 1048136400\n",
      "CHT\n",
      "1605/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHTR\n",
      "1606/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHU\n",
      "1607/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHU: No timezone found, symbol may be delisted\n",
      "CHUBA\n",
      "1608/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHUBK\n",
      "1609/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CHUBK: No timezone found, symbol may be delisted\n",
      "CHW\n",
      "1610/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CHY\n",
      "1611/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIBR\n",
      "1612/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIC\n",
      "1613/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CIC: No timezone found, symbol may be delisted\n",
      "CID\n",
      "1614/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIDM\n",
      "1615/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIEN\n",
      "1616/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CII\n",
      "1617/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIL\n",
      "1618/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIM\n",
      "1619/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CINR\n",
      "1620/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CINR: No timezone found, symbol may be delisted\n",
      "CIR\n",
      "1621/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CISN\n",
      "1622/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CISN: No timezone found, symbol may be delisted\n",
      "CIT\n",
      "1623/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CIT: No timezone found, symbol may be delisted\n",
      "CIU\n",
      "1624/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CIU: No data found for this date range, symbol may be delisted\n",
      "CIVB\n",
      "1625/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIVBP\n",
      "1626/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CIVBP: No timezone found, symbol may be delisted\n",
      "CIVI\n",
      "1627/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIZ\n",
      "1628/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CIZN\n",
      "1629/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CJ\n",
      "1630/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CJ: No timezone found, symbol may be delisted\n",
      "CJJD\n",
      "1631/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CJJD: Data doesn't exist for startDate = 1238990400, endDate = 1243310400\n",
      "CKPT\n",
      "1632/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLBS\n",
      "1633/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLBS: No timezone found, symbol may be delisted\n",
      "CLCT\n",
      "1634/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLCT: No timezone found, symbol may be delisted\n",
      "CLD\n",
      "1635/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLD: No timezone found, symbol may be delisted\n",
      "CLDC\n",
      "1636/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLDC: No timezone found, symbol may be delisted\n",
      "CLGN\n",
      "1637/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLGN: Data doesn't exist for startDate = 1439265600, endDate = 1443585600\n",
      "CLMT\n",
      "1638/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLNC\n",
      "1639/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLNC: No timezone found, symbol may be delisted\n",
      "CLNE\n",
      "1640/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLNS\n",
      "1641/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLNS: No data found for this date range, symbol may be delisted\n",
      "CLR\n",
      "1642/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLRB\n",
      "1643/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLRB: Data doesn't exist for startDate = 1118721600, endDate = 1123041600\n",
      "CLS\n",
      "1644/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLUB\n",
      "1645/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CLUB: No timezone found, symbol may be delisted\n",
      "CLW\n",
      "1646/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CLWT\n",
      "1647/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CM\n",
      "1648/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CM: Data doesn't exist for startDate = 829195200, endDate = 833515200\n",
      "CMCO\n",
      "1649/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CME\n",
      "1650/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMFN\n",
      "1651/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CMFN: No timezone found, symbol may be delisted\n",
      "CMG\n",
      "1652/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMP\n",
      "1653/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMPR\n",
      "1654/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CMSS\n",
      "1655/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CMSS: No timezone found, symbol may be delisted\n",
      "CMSSU\n",
      "1656/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CMSSU: No timezone found, symbol may be delisted\n",
      "CNAC\n",
      "1657/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNAC: No timezone found, symbol may be delisted\n",
      "CNACU\n",
      "1658/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNACU: No timezone found, symbol may be delisted\n",
      "CNC\n",
      "1659/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNCR\n",
      "1660/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNDT\n",
      "1661/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNET\n",
      "1662/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNET: Data doesn't exist for startDate = 1192420800, endDate = 1196744400\n",
      "CNFR\n",
      "1663/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNHI\n",
      "1664/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNIT\n",
      "1665/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNIT: No data found for this date range, symbol may be delisted\n",
      "CNK\n",
      "1666/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNNE\n",
      "1667/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNO\n",
      "1668/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNQ\n",
      "1669/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNS\n",
      "1670/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNSL\n",
      "1671/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNTF\n",
      "1672/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNTF: No timezone found, symbol may be delisted\n",
      "CNX\n",
      "1673/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CNXM\n",
      "1674/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CNXM: No timezone found, symbol may be delisted\n",
      "CNXN\n",
      "1675/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CO\n",
      "1676/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CO: Data doesn't exist for startDate = 1169701200, endDate = 1174017600\n",
      "COBZ\n",
      "1677/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COCP\n",
      "1678/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- COCP: Data doesn't exist for startDate = 1207022400, endDate = 1211342400\n",
      "CODI\n",
      "1679/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COL\n",
      "1680/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- COL: Data doesn't exist for startDate = 992577600, endDate = 996897600\n",
      "COLM\n",
      "1681/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COMT\n",
      "1682/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CONN\n",
      "1683/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COOL\n",
      "1684/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- COOL: Data doesn't exist for startDate = 934776000, endDate = 939096000\n",
      "CORE\n",
      "1685/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CORE: No timezone found, symbol may be delisted\n",
      "CORI\n",
      "1686/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CORR\n",
      "1687/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CORT\n",
      "1688/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COTV\n",
      "1689/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "COWN\n",
      "1690/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPA\n",
      "1691/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPAH\n",
      "1692/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CPAH: No timezone found, symbol may be delisted\n",
      "CPG\n",
      "1693/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPIX\n",
      "1694/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPL\n",
      "1695/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CPL: No timezone found, symbol may be delisted\n",
      "CPLA\n",
      "1696/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPLP\n",
      "1697/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPRX\n",
      "1698/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPS\n",
      "1699/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPSH\n",
      "1700/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPSI\n",
      "1701/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CPST\n",
      "1702/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CPST: No timezone found, symbol may be delisted\n",
      "CPTA\n",
      "1703/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CPTA: No timezone found, symbol may be delisted\n",
      "CRAI\n",
      "1704/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRBP\n",
      "1705/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRC\n",
      "1706/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRC: Data doesn't exist for startDate = 1415854800, endDate = 1420174800\n",
      "CRED\n",
      "1707/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CREG\n",
      "1708/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CREG: Data doesn't exist for startDate = 1078462800, endDate = 1082779200\n",
      "CRESY\n",
      "1709/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRI\n",
      "1710/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRIS\n",
      "1711/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRL\n",
      "1712/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRM\n",
      "1713/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRME\n",
      "1714/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRME: No data found for this date range, symbol may be delisted\n",
      "CRNT\n",
      "1715/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRON\n",
      "1716/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRON: Data doesn't exist for startDate = 1468296000, endDate = 1472616000\n",
      "CROX\n",
      "1717/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CRR\n",
      "1718/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRR: No timezone found, symbol may be delisted\n",
      "CRZO\n",
      "1719/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CRZO: No timezone found, symbol may be delisted\n",
      "CSA\n",
      "1720/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSB\n",
      "1721/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSF\n",
      "1722/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSFL\n",
      "1723/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CSFL: No timezone found, symbol may be delisted\n",
      "CSGP\n",
      "1724/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSGS\n",
      "1725/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSII\n",
      "1726/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSIQ\n",
      "1727/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSJ\n",
      "1728/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSQ\n",
      "1729/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSU\n",
      "1730/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CSU: No timezone found, symbol may be delisted\n",
      "CSV\n",
      "1731/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CSWI\n",
      "1732/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTHR\n",
      "1733/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTIB\n",
      "1734/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTIB: Data doesn't exist for startDate = 878706000, endDate = 883026000\n",
      "CTIC\n",
      "1735/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTR\n",
      "1736/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTRE\n",
      "1737/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTRN\n",
      "1738/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTRP\n",
      "1739/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTRP: No timezone found, symbol may be delisted\n",
      "CTRV\n",
      "1740/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CTRV: No timezone found, symbol may be delisted\n",
      "CTSH\n",
      "1741/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTSO\n",
      "1742/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CTXR\n",
      "1743/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CUBE\n",
      "1744/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CUBI\n",
      "1745/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CUI\n",
      "1746/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CUI: No timezone found, symbol may be delisted\n",
      "CUK\n",
      "1747/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CUR\n",
      "1748/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CUR: No timezone found, symbol may be delisted\n",
      "CUTR\n",
      "1749/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVCO\n",
      "1750/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVE\n",
      "1751/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVEO\n",
      "1752/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVG\n",
      "1753/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVGI\n",
      "1754/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVGW\n",
      "1755/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CVGW: Data doesn't exist for startDate = 1016773200, endDate = 1021089600\n",
      "CVI\n",
      "1756/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVLT\n",
      "1757/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CVRR\n",
      "1758/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CWAY\n",
      "1759/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CWBC\n",
      "1760/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CWBC: Data doesn't exist for startDate = 831096000, endDate = 835416000\n",
      "CWBR\n",
      "1761/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CWBR: Data doesn't exist for startDate = 1422421200, endDate = 1426737600\n",
      "CWST\n",
      "1762/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CX\n",
      "1763/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CXDC\n",
      "1764/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CXO\n",
      "1765/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CXO: No timezone found, symbol may be delisted\n",
      "CXP\n",
      "1766/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CXP: No timezone found, symbol may be delisted\n",
      "CXRX\n",
      "1767/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CXRX: No data found for this date range, symbol may be delisted\n",
      "CXSE\n",
      "1768/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CXW\n",
      "1769/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYCC\n",
      "1770/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYCCP\n",
      "1771/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYH\n",
      "1772/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYOU\n",
      "1773/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CYOU: No timezone found, symbol may be delisted\n",
      "CYRN\n",
      "1774/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYRX\n",
      "1775/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CYRX: Data doesn't exist for startDate = 1110949200, endDate = 1115265600\n",
      "CYS\n",
      "1776/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYTK\n",
      "1777/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CYTX\n",
      "1778/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CYTX: No timezone found, symbol may be delisted\n",
      "CZFC\n",
      "1779/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CZFC: No timezone found, symbol may be delisted\n",
      "CZWI\n",
      "1780/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "CZZ\n",
      "1781/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- CZZ: No timezone found, symbol may be delisted\n",
      "DAC\n",
      "1782/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DAL\n",
      "1783/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DAN\n",
      "1784/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DARE\n",
      "1785/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DAVE\n",
      "1786/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DAVE: Data doesn't exist for startDate = 845870400, endDate = 850194000\n",
      "DBL\n",
      "1787/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DCIX\n",
      "1788/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DCIX: No timezone found, symbol may be delisted\n",
      "DCOM\n",
      "1789/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DCOM: Data doesn't exist for startDate = 835761600, endDate = 840081600\n",
      "DCT\n",
      "1790/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DCT: Data doesn't exist for startDate = 1165986000, endDate = 1170306000\n",
      "DCUD\n",
      "1791/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DCUD: No timezone found, symbol may be delisted\n",
      "DDBI\n",
      "1792/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DDBI: No timezone found, symbol may be delisted\n",
      "DDE\n",
      "1793/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DDE: No timezone found, symbol may be delisted\n",
      "DDT\n",
      "1794/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DEI\n",
      "1795/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DELT\n",
      "1796/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DELT: No timezone found, symbol may be delisted\n",
      "DENN\n",
      "1797/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DEPO\n",
      "1798/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DEPO: No data found for this date range, symbol may be delisted\n",
      "DEX\n",
      "1799/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DFBHU\n",
      "1800/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DFBHU: No timezone found, symbol may be delisted\n",
      "DFFN\n",
      "1801/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DFFN: Data doesn't exist for startDate = 835070400, endDate = 839390400\n",
      "DFP\n",
      "1802/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DFS\n",
      "1803/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DFVL\n",
      "1804/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DFVS\n",
      "1805/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DG\n",
      "1806/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DGICA\n",
      "1807/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DGICA: Data doesn't exist for startDate = 988084800, endDate = 992404800\n",
      "DGLD\n",
      "1808/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DGLY\n",
      "1809/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DGLY: Data doesn't exist for startDate = 1109048400, endDate = 1113364800\n",
      "DGRE\n",
      "1810/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DGRS\n",
      "1811/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DGRW\n",
      "1812/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DGX\n",
      "1813/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DHIL\n",
      "1814/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DHT\n",
      "1815/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DHX\n",
      "1816/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DHXM\n",
      "1817/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DHXM: No timezone found, symbol may be delisted\n",
      "DIAX\n",
      "1818/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DIAX: Data doesn't exist for startDate = 1114488000, endDate = 1118808000\n",
      "DISCA\n",
      "1819/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DISCA: No timezone found, symbol may be delisted\n",
      "DISCB\n",
      "1820/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DISCB: No timezone found, symbol may be delisted\n",
      "DISCK\n",
      "1821/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DISCK: No timezone found, symbol may be delisted\n",
      "DK\n",
      "1822/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DKS\n",
      "1823/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DKT\n",
      "1824/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DKT: No timezone found, symbol may be delisted\n",
      "DL\n",
      "1825/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DL: No timezone found, symbol may be delisted\n",
      "DLB\n",
      "1826/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DLBL\n",
      "1827/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DLBS\n",
      "1828/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DLPH\n",
      "1829/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DLPH: No timezone found, symbol may be delisted\n",
      "DLPN\n",
      "1830/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DLR\n",
      "1831/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DM\n",
      "1832/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DM: Data doesn't exist for startDate = 1413345600, endDate = 1417669200\n",
      "DMB\n",
      "1833/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DMLP\n",
      "1834/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DMO\n",
      "1835/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DMPI\n",
      "1836/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DMPI: No timezone found, symbol may be delisted\n",
      "DMRC\n",
      "1837/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DNB\n",
      "1838/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DNB: Data doesn't exist for startDate = 969249600, endDate = 973573200\n",
      "DNOW\n",
      "1839/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOOR\n",
      "1840/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOTA\n",
      "1841/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DOTA: No timezone found, symbol may be delisted\n",
      "DOTAU\n",
      "1842/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DOX\n",
      "1843/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DPG\n",
      "1844/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DPS\n",
      "1845/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DPS: No data found for this date range, symbol may be delisted\n",
      "DPZ\n",
      "1846/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DRAD\n",
      "1847/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DRAD: No timezone found, symbol may be delisted\n",
      "DRD\n",
      "1848/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DRH\n",
      "1849/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DRIO\n",
      "1850/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DRIO: Data doesn't exist for startDate = 1365480000, endDate = 1369800000\n",
      "DRQ\n",
      "1851/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DRRX\n",
      "1852/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DRYS\n",
      "1853/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DRYS: No timezone found, symbol may be delisted\n",
      "DSE\n",
      "1854/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DSE: No timezone found, symbol may be delisted\n",
      "DSGX\n",
      "1855/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DSKE\n",
      "1856/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DSKE: Data doesn't exist for startDate = 1395288000, endDate = 1399608000\n",
      "DSL\n",
      "1857/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DSLV\n",
      "1858/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DSW\n",
      "1859/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DSW: No timezone found, symbol may be delisted\n",
      "DSX\n",
      "1860/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DTRM\n",
      "1861/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DTRM: No timezone found, symbol may be delisted\n",
      "DTUS\n",
      "1862/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DTV\n",
      "1863/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DTV: No timezone found, symbol may be delisted\n",
      "DTYL\n",
      "1864/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DTYS\n",
      "1865/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DVAX\n",
      "1866/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DVD\n",
      "1867/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DVD: No timezone found, symbol may be delisted\n",
      "DVMT\n",
      "1868/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DVY\n",
      "1869/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DWAQ\n",
      "1870/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DWAQ: Data doesn't exist for startDate = 1051761600, endDate = 1056081600\n",
      "DWAS\n",
      "1871/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DWAT\n",
      "1872/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DWFI\n",
      "1873/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DWIN\n",
      "1874/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DWIN: No timezone found, symbol may be delisted\n",
      "DWLV\n",
      "1875/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DWTR\n",
      "1876/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DXB\n",
      "1877/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DXB: No timezone found, symbol may be delisted\n",
      "DXCM\n",
      "1878/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DXGE\n",
      "1879/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DXJS\n",
      "1880/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "DXPE\n",
      "1881/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DXPE: Data doesn't exist for startDate = 851662800, endDate = 855982800\n",
      "DYSL\n",
      "1882/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- DYSL: Data doesn't exist for startDate = 943938000, endDate = 948258000\n",
      "DZSI\n",
      "1883/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EACQ\n",
      "1884/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EACQ: No data found for this date range, symbol may be delisted\n",
      "EACQU\n",
      "1885/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EAGL\n",
      "1886/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EAGL: No timezone found, symbol may be delisted\n",
      "EAGLU\n",
      "1887/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EAGLU: No timezone found, symbol may be delisted\n",
      "EAST\n",
      "1888/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EAST: Data doesn't exist for startDate = 1285646400, endDate = 1289970000\n",
      "EBAY\n",
      "1889/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EBAYL\n",
      "1890/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EBAYL: No timezone found, symbol may be delisted\n",
      "EBIO\n",
      "1891/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EBIO: No data found for this date range, symbol may be delisted\n",
      "EBMT\n",
      "1892/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EBS\n",
      "1893/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EBSB\n",
      "1894/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EBSB: No timezone found, symbol may be delisted\n",
      "EBTC\n",
      "1895/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EC\n",
      "1896/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ECA\n",
      "1897/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ECA: No timezone found, symbol may be delisted\n",
      "ECCA\n",
      "1898/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ECCA: No timezone found, symbol may be delisted\n",
      "ECCB\n",
      "1899/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ECCB: No timezone found, symbol may be delisted\n",
      "ECHO\n",
      "1900/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ECHO: No timezone found, symbol may be delisted\n",
      "ECPG\n",
      "1901/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ECR\n",
      "1902/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ECR: No timezone found, symbol may be delisted\n",
      "ECT\n",
      "1903/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ECT: No timezone found, symbol may be delisted\n",
      "ECYT\n",
      "1904/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDAP\n",
      "1905/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDBI\n",
      "1906/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EDBI: No timezone found, symbol may be delisted\n",
      "EDD\n",
      "1907/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDF\n",
      "1908/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EDF: Data doesn't exist for startDate = 901857600, endDate = 906177600\n",
      "EDGW\n",
      "1909/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDI\n",
      "1910/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDN\n",
      "1911/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EDR\n",
      "1912/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EDR: Data doesn't exist for startDate = 1106715600, endDate = 1111035600\n",
      "EDU\n",
      "1913/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EEA\n",
      "1914/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EEFT\n",
      "1915/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EEMA\n",
      "1916/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EEQ\n",
      "1917/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EFF\n",
      "1918/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EFF: No timezone found, symbol may be delisted\n",
      "EFL\n",
      "1919/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EFR\n",
      "1920/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EFSC\n",
      "1921/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EFSC: Data doesn't exist for startDate = 905227200, endDate = 909550800\n",
      "EFT\n",
      "1922/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGAN\n",
      "1923/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGBN\n",
      "1924/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EGBN: Data doesn't exist for startDate = 901857600, endDate = 906177600\n",
      "EGC\n",
      "1925/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGF\n",
      "1926/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGHT\n",
      "1927/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGIF\n",
      "1928/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EGIF: No timezone found, symbol may be delisted\n",
      "EGL\n",
      "1929/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EGL: Data doesn't exist for startDate = 1341806400, endDate = 1346126400\n",
      "EGLE\n",
      "1930/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGLT\n",
      "1931/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EGLT: No timezone found, symbol may be delisted\n",
      "EGO\n",
      "1932/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EGOV\n",
      "1933/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EGOV: No timezone found, symbol may be delisted\n",
      "EHI\n",
      "1934/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EHT\n",
      "1935/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EHT: No timezone found, symbol may be delisted\n",
      "EHTH\n",
      "1936/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EIG\n",
      "1937/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EIGR\n",
      "1938/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EKSO\n",
      "1939/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELEC\n",
      "1940/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELECU\n",
      "1941/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELGX\n",
      "1942/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ELGX: No timezone found, symbol may be delisted\n",
      "ELON\n",
      "1943/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ELP\n",
      "1944/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ELP: Data doesn't exist for startDate = 870235200, endDate = 874555200\n",
      "ELTK\n",
      "1945/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMB\n",
      "1946/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMCB\n",
      "1947/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMCF\n",
      "1948/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EMCF: Data doesn't exist for startDate = 914821200, endDate = 919141200\n",
      "EMCG\n",
      "1949/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EMCG: Data doesn't exist for startDate = 1380168000, endDate = 1384491600\n",
      "EMD\n",
      "1950/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EMD: Data doesn't exist for startDate = 887691600, endDate = 892008000\n",
      "EMF\n",
      "1951/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMIF\n",
      "1952/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMITF\n",
      "1953/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMKR\n",
      "1954/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EMO\n",
      "1955/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENDP\n",
      "1956/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ENDP: No timezone found, symbol may be delisted\n",
      "ENFC\n",
      "1957/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ENFC: No timezone found, symbol may be delisted\n",
      "ENIC\n",
      "1958/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENLC\n",
      "1959/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENLK\n",
      "1960/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENR\n",
      "1961/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENS\n",
      "1962/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENSG\n",
      "1963/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENT\n",
      "1964/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ENT: No timezone found, symbol may be delisted\n",
      "ENTG\n",
      "1965/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENV\n",
      "1966/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENVA\n",
      "1967/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ENZL\n",
      "1968/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EOD\n",
      "1969/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EOI\n",
      "1970/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EOS\n",
      "1971/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EOT\n",
      "1972/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EPAY\n",
      "1973/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EPAY: No timezone found, symbol may be delisted\n",
      "EPC\n",
      "1974/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EPD\n",
      "1975/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EPIX\n",
      "1976/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EPR\n",
      "1977/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQFN\n",
      "1978/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQGP\n",
      "1979/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQIX\n",
      "1980/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EQS\n",
      "1981/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ERA\n",
      "1982/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ERA: No timezone found, symbol may be delisted\n",
      "ERI\n",
      "1983/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ERI: No timezone found, symbol may be delisted\n",
      "ERII\n",
      "1984/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ERJ\n",
      "1985/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESEA\n",
      "1986/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESES\n",
      "1987/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ESES: No timezone found, symbol may be delisted\n",
      "ESG\n",
      "1988/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESGD\n",
      "1989/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ESGD: Data doesn't exist for startDate = 1467086400, endDate = 1471406400\n",
      "ESGE\n",
      "1990/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESGG\n",
      "1991/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESGR\n",
      "1992/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESLT\n",
      "1993/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESSA\n",
      "1994/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESTE\n",
      "1995/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ESTR\n",
      "1996/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ESTR: No timezone found, symbol may be delisted\n",
      "ESXB\n",
      "1997/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ESXB: No timezone found, symbol may be delisted\n",
      "ETB\n",
      "1998/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETE\n",
      "1999/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETE: Data doesn't exist for startDate = 1138942800, endDate = 1143262800\n",
      "ETFC\n",
      "2000/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETFC: No timezone found, symbol may be delisted\n",
      "ETG\n",
      "2001/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETJ\n",
      "2002/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETM\n",
      "2003/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETM: No timezone found, symbol may be delisted\n",
      "ETO\n",
      "2004/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETP\n",
      "2005/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETP: No data found for this date range, symbol may be delisted\n",
      "ETV\n",
      "2006/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ETW\n",
      "2007/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ETW: Data doesn't exist for startDate = 1127880000, endDate = 1132203600\n",
      "ETY\n",
      "2008/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EUFN\n",
      "2009/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVC\n",
      "2010/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVEP\n",
      "2011/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EVEP: No data found for this date range, symbol may be delisted\n",
      "EVFM\n",
      "2012/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVG\n",
      "2013/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVGBC\n",
      "2014/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVHC\n",
      "2015/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVK\n",
      "2016/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVLMC\n",
      "2017/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVOL\n",
      "2018/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVR\n",
      "2019/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVRI\n",
      "2020/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EVT\n",
      "2021/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EW\n",
      "2022/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EWBC\n",
      "2023/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EWBC: Data doesn't exist for startDate = 907560000, endDate = 911883600\n",
      "EWZS\n",
      "2024/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXAS\n",
      "2025/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXD\n",
      "2026/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXEL\n",
      "2027/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXFO\n",
      "2028/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EXFO: No timezone found, symbol may be delisted\n",
      "EXG\n",
      "2029/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EXG: Data doesn't exist for startDate = 1172206800, endDate = 1176523200\n",
      "EXK\n",
      "2030/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EXK: Data doesn't exist for startDate = 1008651600, endDate = 1012971600\n",
      "EXLS\n",
      "2031/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXPE\n",
      "2032/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXR\n",
      "2033/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EXTN\n",
      "2034/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EXTN: No timezone found, symbol may be delisted\n",
      "EXTR\n",
      "2035/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "EYEG\n",
      "2036/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- EYEG: No timezone found, symbol may be delisted\n",
      "FAAR\n",
      "2037/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FAB\n",
      "2038/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FAD\n",
      "2039/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FAF\n",
      "2040/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FALN\n",
      "2041/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FAM\n",
      "2042/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FANH\n",
      "2043/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FARO\n",
      "2044/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBC\n",
      "2045/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBHS\n",
      "2046/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBIO\n",
      "2047/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBIOP\n",
      "2048/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBIZ\n",
      "2049/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBMS\n",
      "2050/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FBNK\n",
      "2051/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FBNK: No timezone found, symbol may be delisted\n",
      "FBR\n",
      "2052/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FBR: Data doesn't exist for startDate = 955684800, endDate = 960004800\n",
      "FBSS\n",
      "2053/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FBSS: No timezone found, symbol may be delisted\n",
      "FBZ\n",
      "2054/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCA\n",
      "2055/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCAN\n",
      "2056/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCAP\n",
      "2057/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCB\n",
      "2058/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCCO\n",
      "2059/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FCCO: Data doesn't exist for startDate = 905486400, endDate = 909810000\n",
      "FCN\n",
      "2060/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCPT\n",
      "2061/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCSC\n",
      "2062/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FCSC: No timezone found, symbol may be delisted\n",
      "FCT\n",
      "2063/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FCVT\n",
      "2064/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDBC\n",
      "2065/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FDBC: Data doesn't exist for startDate = 857019600, endDate = 861336000\n",
      "FDEU\n",
      "2066/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDIV\n",
      "2067/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDP\n",
      "2068/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDS\n",
      "2069/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDT\n",
      "2070/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDTS\n",
      "2071/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FDUS\n",
      "2072/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FE\n",
      "2073/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEM\n",
      "2074/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEMB\n",
      "2075/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEMS\n",
      "2076/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEO\n",
      "2077/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FEO: Data doesn't exist for startDate = 1156737600, endDate = 1161057600\n",
      "FEP\n",
      "2078/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEUZ\n",
      "2079/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FEX\n",
      "2080/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FF\n",
      "2081/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FF: Data doesn't exist for startDate = 1216008000, endDate = 1220328000\n",
      "FFA\n",
      "2082/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FFG\n",
      "2083/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FFG: No timezone found, symbol may be delisted\n",
      "FFHL\n",
      "2084/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FFIV\n",
      "2085/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FFNW\n",
      "2086/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FFWM\n",
      "2087/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FG\n",
      "2088/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FG: Data doesn't exist for startDate = 1468987200, endDate = 1473307200\n",
      "FGB\n",
      "2089/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FGBI\n",
      "2090/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FGBI: Data doesn't exist for startDate = 994651200, endDate = 998971200\n",
      "FGM\n",
      "2091/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FHK\n",
      "2092/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FHY\n",
      "2093/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FHY: No timezone found, symbol may be delisted\n",
      "FIF\n",
      "2094/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FII\n",
      "2095/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FII: No timezone found, symbol may be delisted\n",
      "FINX\n",
      "2096/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FIS\n",
      "2097/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FISI\n",
      "2098/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FITBI\n",
      "2099/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FIV\n",
      "2100/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FIV: No timezone found, symbol may be delisted\n",
      "FIX\n",
      "2101/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FJP\n",
      "2102/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FKO\n",
      "2103/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FKU\n",
      "2104/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLAG\n",
      "2105/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FLAG: Data doesn't exist for startDate = 1359522000, endDate = 1363838400\n",
      "FLAT\n",
      "2106/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLC\n",
      "2107/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLN\n",
      "2108/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLNT\n",
      "2109/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLO\n",
      "2110/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLOW\n",
      "2111/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FLOW: No timezone found, symbol may be delisted\n",
      "FLR\n",
      "2112/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLWS\n",
      "2113/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FLY\n",
      "2114/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FLY: No timezone found, symbol may be delisted\n",
      "FMAO\n",
      "2115/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMB\n",
      "2116/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMBH\n",
      "2117/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMI\n",
      "2118/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMK\n",
      "2119/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMNB\n",
      "2120/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMO\n",
      "2121/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FMO: Data doesn't exist for startDate = 1103778000, endDate = 1108098000\n",
      "FMS\n",
      "2122/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMSA\n",
      "2123/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FMSA: No data found for this date range, symbol may be delisted\n",
      "FMX\n",
      "2124/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FMY\n",
      "2125/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNF\n",
      "2126/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNGN\n",
      "2127/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FNGN: No timezone found, symbol may be delisted\n",
      "FNHC\n",
      "2128/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNJN\n",
      "2129/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FNJN: No timezone found, symbol may be delisted\n",
      "FNK\n",
      "2130/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNSR\n",
      "2131/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FNSR: No timezone found, symbol may be delisted\n",
      "FNTE\n",
      "2132/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNTEU\n",
      "2133/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FNTEU: No data found for this date range, symbol may be delisted\n",
      "FNV\n",
      "2134/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNWB\n",
      "2135/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNX\n",
      "2136/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FNY\n",
      "2137/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FOF\n",
      "2138/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FOLD\n",
      "2139/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FONE\n",
      "2140/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FONE: No data found for this date range, symbol may be delisted\n",
      "FOR\n",
      "2141/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FORM\n",
      "2142/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FORR\n",
      "2143/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FORTY\n",
      "2144/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FPA\n",
      "2145/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FPAY\n",
      "2146/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FPAY: Data doesn't exist for startDate = 1197954000, endDate = 1202274000\n",
      "FPF\n",
      "2147/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FPL\n",
      "2148/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FPXI\n",
      "2149/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FRBA\n",
      "2150/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FRBA: Data doesn't exist for startDate = 1175054400, endDate = 1179374400\n",
      "FRC\n",
      "2151/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FRGI\n",
      "2152/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FRO\n",
      "2153/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FRO: Data doesn't exist for startDate = 912574800, endDate = 916894800\n",
      "FRSX\n",
      "2154/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSACU\n",
      "2155/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSACU: No timezone found, symbol may be delisted\n",
      "FSBC\n",
      "2156/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSBC: Data doesn't exist for startDate = 1188532800, endDate = 1192852800\n",
      "FSD\n",
      "2157/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSFG\n",
      "2158/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSIC\n",
      "2159/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSIC: No data found for this date range, symbol may be delisted\n",
      "FSLR\n",
      "2160/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSM\n",
      "2161/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSNN\n",
      "2162/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FSNN: No timezone found, symbol may be delisted\n",
      "FSV\n",
      "2163/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FSZ\n",
      "2164/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTA\n",
      "2165/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTAG\n",
      "2166/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTC\n",
      "2167/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTCS\n",
      "2168/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTD\n",
      "2169/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTD: No timezone found, symbol may be delisted\n",
      "FTEO\n",
      "2170/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTEO: No timezone found, symbol may be delisted\n",
      "FTGC\n",
      "2171/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTHI\n",
      "2172/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTI\n",
      "2173/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTK\n",
      "2174/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTK: Data doesn't exist for startDate = 845438400, endDate = 849762000\n",
      "FTLB\n",
      "2175/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTNT\n",
      "2176/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTRI\n",
      "2177/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTRPR\n",
      "2178/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTRPR: No timezone found, symbol may be delisted\n",
      "FTSL\n",
      "2179/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTSM\n",
      "2180/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTV\n",
      "2181/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FTW\n",
      "2182/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FTW: No timezone found, symbol may be delisted\n",
      "FUV\n",
      "2183/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FV\n",
      "2184/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FVC\n",
      "2185/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FVE\n",
      "2186/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- FVE: No timezone found, symbol may be delisted\n",
      "FWONA\n",
      "2187/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FWONK\n",
      "2188/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FYC\n",
      "2189/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FYT\n",
      "2190/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "FYX\n",
      "2191/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "G\n",
      "2192/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GAIA\n",
      "2193/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GAIN\n",
      "2194/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GAINM\n",
      "2195/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GAINM: No timezone found, symbol may be delisted\n",
      "GAINN\n",
      "2196/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GAINN: Data doesn't exist for startDate = 1431316800, endDate = 1435636800\n",
      "GAINO\n",
      "2197/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GAINO: No timezone found, symbol may be delisted\n",
      "GALT\n",
      "2198/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GAM\n",
      "2199/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GARS\n",
      "2200/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GARS: No timezone found, symbol may be delisted\n",
      "GASS\n",
      "2201/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GBAB\n",
      "2202/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GBDC\n",
      "2203/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GBL\n",
      "2204/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GBL: No timezone found, symbol may be delisted\n",
      "GBLI\n",
      "2205/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GBNK\n",
      "2206/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GCBC\n",
      "2207/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GCBC: Data doesn't exist for startDate = 914994000, endDate = 919314000\n",
      "GCI\n",
      "2208/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GCP\n",
      "2209/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GCP: No timezone found, symbol may be delisted\n",
      "GCV\n",
      "2210/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GDEN\n",
      "2211/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GDL\n",
      "2212/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GDL: Data doesn't exist for startDate = 1169701200, endDate = 1174017600\n",
      "GDO\n",
      "2213/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GDV\n",
      "2214/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GEC\n",
      "2215/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GEC: No timezone found, symbol may be delisted\n",
      "GECC\n",
      "2216/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GECC: Data doesn't exist for startDate = 1283313600, endDate = 1287633600\n",
      "GEF\n",
      "2217/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GEL\n",
      "2218/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GENC\n",
      "2219/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GENC: Data doesn't exist for startDate = 978066000, endDate = 982386000\n",
      "GENE\n",
      "2220/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GENE: Data doesn't exist for startDate = 1034222400, endDate = 1038546000\n",
      "GENY\n",
      "2221/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GEO\n",
      "2222/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GEOS\n",
      "2223/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GER\n",
      "2224/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GERN\n",
      "2225/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GES\n",
      "2226/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GF\n",
      "2227/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GFA\n",
      "2228/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GFN\n",
      "2229/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GFN: No timezone found, symbol may be delisted\n",
      "GFNCP\n",
      "2230/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GFNCP: No timezone found, symbol may be delisted\n",
      "GFY\n",
      "2231/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GFY: No timezone found, symbol may be delisted\n",
      "GGAL\n",
      "2232/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GGB\n",
      "2233/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GGM\n",
      "2234/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GGM: No timezone found, symbol may be delisted\n",
      "GGZ\n",
      "2235/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GHDX\n",
      "2236/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GHDX: No timezone found, symbol may be delisted\n",
      "GHL\n",
      "2237/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GHY\n",
      "2238/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GIB\n",
      "2239/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GIFI\n",
      "2240/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GIG\n",
      "2241/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GIG: No timezone found, symbol may be delisted\n",
      "GIGM\n",
      "2242/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GIL\n",
      "2243/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLAD\n",
      "2244/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLAD: Data doesn't exist for startDate = 998625600, endDate = 1002945600\n",
      "GLADN\n",
      "2245/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLADN: No timezone found, symbol may be delisted\n",
      "GLBZ\n",
      "2246/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLBZ: Data doesn't exist for startDate = 842500800, endDate = 846824400\n",
      "GLDD\n",
      "2247/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLDD: Data doesn't exist for startDate = 1110171600, endDate = 1114488000\n",
      "GLDI\n",
      "2248/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLIBA\n",
      "2249/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLIBA: No timezone found, symbol may be delisted\n",
      "GLIBP\n",
      "2250/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLIBP: No timezone found, symbol may be delisted\n",
      "GLNG\n",
      "2251/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLNG: Data doesn't exist for startDate = 1019102400, endDate = 1023422400\n",
      "GLP\n",
      "2252/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLPI\n",
      "2253/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLRE\n",
      "2254/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GLUU\n",
      "2255/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GLUU: No timezone found, symbol may be delisted\n",
      "GME\n",
      "2256/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GMLPP\n",
      "2257/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GMLPP: No timezone found, symbol may be delisted\n",
      "GMZ\n",
      "2258/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GMZ: No timezone found, symbol may be delisted\n",
      "GNBC\n",
      "2259/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNE\n",
      "2260/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNK\n",
      "2261/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNL\n",
      "2262/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNMA\n",
      "2263/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNMX\n",
      "2264/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNMX: No timezone found, symbol may be delisted\n",
      "GNRT\n",
      "2265/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNRX\n",
      "2266/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNRX: No timezone found, symbol may be delisted\n",
      "GNT\n",
      "2267/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GNUS\n",
      "2268/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GNUS: Data doesn't exist for startDate = 1273032000, endDate = 1277352000\n",
      "GNW\n",
      "2269/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOF\n",
      "2270/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOGL\n",
      "2271/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOL\n",
      "2272/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOLD\n",
      "2273/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOOD\n",
      "2274/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOODM\n",
      "2275/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GOODM: No timezone found, symbol may be delisted\n",
      "GOODO\n",
      "2276/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GOODO: Data doesn't exist for startDate = 1161748800, endDate = 1166072400\n",
      "GOODP\n",
      "2277/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GOODP: No timezone found, symbol may be delisted\n",
      "GOOG\n",
      "2278/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOOGL\n",
      "2279/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOOS\n",
      "2280/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GOV\n",
      "2281/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GOV: No data found for this date range, symbol may be delisted\n",
      "GPAQ\n",
      "2282/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GPAQ: No timezone found, symbol may be delisted\n",
      "GPAQU\n",
      "2283/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GPAQU: No timezone found, symbol may be delisted\n",
      "GPI\n",
      "2284/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GPM\n",
      "2285/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GPM: No timezone found, symbol may be delisted\n",
      "GPN\n",
      "2286/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GPOR\n",
      "2287/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GPOR: Data doesn't exist for startDate = 978411600, endDate = 982731600\n",
      "GPRE\n",
      "2288/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GPT\n",
      "2289/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRA\n",
      "2290/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GRA: No timezone found, symbol may be delisted\n",
      "GRBK\n",
      "2291/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRFS\n",
      "2292/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRID\n",
      "2293/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRIF\n",
      "2294/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GRIF: No timezone found, symbol may be delisted\n",
      "GRMN\n",
      "2295/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRR\n",
      "2296/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GRR: Data doesn't exist for startDate = 901857600, endDate = 906177600\n",
      "GRVY\n",
      "2297/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GRX\n",
      "2298/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GS\n",
      "2299/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSBD\n",
      "2300/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSH\n",
      "2301/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GSH: No timezone found, symbol may be delisted\n",
      "GSHT\n",
      "2302/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GSHT: No timezone found, symbol may be delisted\n",
      "GSHTU\n",
      "2303/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSIT\n",
      "2304/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSL\n",
      "2305/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GSL: Data doesn't exist for startDate = 1159761600, endDate = 1164085200\n",
      "GSM\n",
      "2306/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GSVC\n",
      "2307/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GSVC: No timezone found, symbol may be delisted\n",
      "GTLS\n",
      "2308/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "GTN\n",
      "2309/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GTN: Data doesn't exist for startDate = 843537600, endDate = 847861200\n",
      "GTS\n",
      "2310/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GTS: No timezone found, symbol may be delisted\n",
      "GTT\n",
      "2311/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GTT: No timezone found, symbol may be delisted\n",
      "GTXI\n",
      "2312/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GTXI: No timezone found, symbol may be delisted\n",
      "GTYH\n",
      "2313/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GTYH: No timezone found, symbol may be delisted\n",
      "GTYHU\n",
      "2314/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GTYHU: No timezone found, symbol may be delisted\n",
      "GULF\n",
      "2315/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GULF: No data found for this date range, symbol may be delisted\n",
      "GWR\n",
      "2316/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GWR: No timezone found, symbol may be delisted\n",
      "GZT\n",
      "2317/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- GZT: No timezone found, symbol may be delisted\n",
      "H\n",
      "2318/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HALO\n",
      "2319/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HAWK\n",
      "2320/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HAYN\n",
      "2321/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HAYN: Data doesn't exist for startDate = 1095739200, endDate = 1100062800\n",
      "HBANN\n",
      "2322/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBANN: No timezone found, symbol may be delisted\n",
      "HBANO\n",
      "2323/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBANO: No timezone found, symbol may be delisted\n",
      "HBCP\n",
      "2324/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HBI\n",
      "2325/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HBIO\n",
      "2326/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBIO: Data doesn't exist for startDate = 976165200, endDate = 980485200\n",
      "HBK\n",
      "2327/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBK: No timezone found, symbol may be delisted\n",
      "HBM\n",
      "2328/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBM: Data doesn't exist for startDate = 1225080000, endDate = 1229403600\n",
      "HBMD\n",
      "2329/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBMD: No timezone found, symbol may be delisted\n",
      "HBP\n",
      "2330/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HBP: No timezone found, symbol may be delisted\n",
      "HCAP\n",
      "2331/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HCAP: No timezone found, symbol may be delisted\n",
      "HCCI\n",
      "2332/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCHC\n",
      "2333/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HCHC: No timezone found, symbol may be delisted\n",
      "HCI\n",
      "2334/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCKT\n",
      "2335/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HCOM\n",
      "2336/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HCOM: Data doesn't exist for startDate = 1292302800, endDate = 1296622800\n",
      "HDB\n",
      "2337/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HDP\n",
      "2338/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HEAR\n",
      "2339/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HEES\n",
      "2340/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HEP\n",
      "2341/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HEQ\n",
      "2342/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HEWG\n",
      "2343/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HF\n",
      "2344/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HF: No timezone found, symbol may be delisted\n",
      "HFBC\n",
      "2345/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HFBC: No timezone found, symbol may be delisted\n",
      "HFBL\n",
      "2346/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HFBL: Data doesn't exist for startDate = 1106283600, endDate = 1110603600\n",
      "HFWA\n",
      "2347/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HFWA: Data doesn't exist for startDate = 884322000, endDate = 888642000\n",
      "HGSH\n",
      "2348/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HGSH: No timezone found, symbol may be delisted\n",
      "HGV\n",
      "2349/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HI\n",
      "2350/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIBB\n",
      "2351/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIE\n",
      "2352/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIHO\n",
      "2353/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HII\n",
      "2354/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIL\n",
      "2355/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HIMX\n",
      "2356/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HK\n",
      "2357/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HK: No timezone found, symbol may be delisted\n",
      "HLF\n",
      "2358/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HLX\n",
      "2359/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HMNY\n",
      "2360/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HMTA\n",
      "2361/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HMTA: No timezone found, symbol may be delisted\n",
      "HMTV\n",
      "2362/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HMTV: No timezone found, symbol may be delisted\n",
      "HMY\n",
      "2363/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HNNA\n",
      "2364/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HNNA: Data doesn't exist for startDate = 1034654400, endDate = 1038978000\n",
      "HOLI\n",
      "2365/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HOMB\n",
      "2366/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HONE\n",
      "2367/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HOPE\n",
      "2368/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HOPE: Data doesn't exist for startDate = 879915600, endDate = 884235600\n",
      "HOS\n",
      "2369/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HOS: No timezone found, symbol may be delisted\n",
      "HOVNP\n",
      "2370/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HOVNP: Data doesn't exist for startDate = 1122264000, endDate = 1126584000\n",
      "HPE\n",
      "2371/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HPJ\n",
      "2372/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HPJ: No timezone found, symbol may be delisted\n",
      "HPP\n",
      "2373/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HPS\n",
      "2374/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HQCL\n",
      "2375/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HQH\n",
      "2376/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HRI\n",
      "2377/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HRZN\n",
      "2378/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSDT\n",
      "2379/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSEA\n",
      "2380/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HSEA: No data found for this date range, symbol may be delisted\n",
      "HSEB\n",
      "2381/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSII\n",
      "2382/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSKA\n",
      "2383/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSON\n",
      "2384/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HSTM\n",
      "2385/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HT\n",
      "2386/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTA\n",
      "2387/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HTA: No timezone found, symbol may be delisted\n",
      "HTBI\n",
      "2388/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTBK\n",
      "2389/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HTBK: Data doesn't exist for startDate = 894600000, endDate = 898920000\n",
      "HTD\n",
      "2390/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTGC\n",
      "2391/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTH\n",
      "2392/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTY\n",
      "2393/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HTZ\n",
      "2394/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HTZ: Data doesn't exist for startDate = 1163653200, endDate = 1167973200\n",
      "HUBG\n",
      "2395/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HUN\n",
      "2396/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HUNT\n",
      "2397/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HUNT: No timezone found, symbol may be delisted\n",
      "HUNTU\n",
      "2398/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HUNTU: No timezone found, symbol may be delisted\n",
      "HURN\n",
      "2399/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HVBC\n",
      "2400/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HWBK\n",
      "2401/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HWBK: Data doesn't exist for startDate = 890110800, endDate = 894427200\n",
      "HWCC\n",
      "2402/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HWCC: No timezone found, symbol may be delisted\n",
      "HY\n",
      "2403/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYAC\n",
      "2404/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HYAC: No timezone found, symbol may be delisted\n",
      "HYGS\n",
      "2405/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HYGS: No timezone found, symbol may be delisted\n",
      "HYH\n",
      "2406/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- HYH: No data found for this date range, symbol may be delisted\n",
      "HYI\n",
      "2407/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYLS\n",
      "2408/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYND\n",
      "2409/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYT\n",
      "2410/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYXE\n",
      "2411/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HYZD\n",
      "2412/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HZN\n",
      "2413/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "HZO\n",
      "2414/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IAE\n",
      "2415/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IAG\n",
      "2416/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IAG: Data doesn't exist for startDate = 840686400, endDate = 845006400\n",
      "IBA\n",
      "2417/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBB\n",
      "2418/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBKCO\n",
      "2419/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IBKCO: No timezone found, symbol may be delisted\n",
      "IBKCP\n",
      "2420/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IBKCP: No timezone found, symbol may be delisted\n",
      "IBKR\n",
      "2421/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBN\n",
      "2422/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBOC\n",
      "2423/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IBUY\n",
      "2424/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICCH\n",
      "2425/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICE\n",
      "2426/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICFI\n",
      "2427/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICLN\n",
      "2428/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ICLR\n",
      "2429/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IDE\n",
      "2430/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IDLB\n",
      "2431/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IDRA\n",
      "2432/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IDSY\n",
      "2433/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IDSY: No timezone found, symbol may be delisted\n",
      "IDT\n",
      "2434/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IDXG\n",
      "2435/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IEA\n",
      "2436/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IEA: No timezone found, symbol may be delisted\n",
      "IEF\n",
      "2437/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IEI\n",
      "2438/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IESC\n",
      "2439/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IEUS\n",
      "2440/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IFEU\n",
      "2441/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IFEU: No data found for this date range, symbol may be delisted\n",
      "IFGL\n",
      "2442/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IFMK\n",
      "2443/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IFMK: Data doesn't exist for startDate = 1448427600, endDate = 1452747600\n",
      "IFN\n",
      "2444/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IFON\n",
      "2445/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IFON: No data found for this date range, symbol may be delisted\n",
      "IFV\n",
      "2446/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IGA\n",
      "2447/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IGD\n",
      "2448/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IGF\n",
      "2449/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IGI\n",
      "2450/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IGLD\n",
      "2451/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IGLD: Data doesn't exist for startDate = 933912000, endDate = 938232000\n",
      "IGOV\n",
      "2452/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IGR\n",
      "2453/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IHD\n",
      "2454/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IHG\n",
      "2455/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IID\n",
      "2456/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IID: No timezone found, symbol may be delisted\n",
      "IIF\n",
      "2457/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "III\n",
      "2458/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IIJI\n",
      "2459/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IIJI: No timezone found, symbol may be delisted\n",
      "IJT\n",
      "2460/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ILG\n",
      "2461/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ILMN\n",
      "2462/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IMMP\n",
      "2463/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IMMR\n",
      "2464/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IMMY\n",
      "2465/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IMMY: No data found for this date range, symbol may be delisted\n",
      "IMOS\n",
      "2466/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IMOS: Data doesn't exist for startDate = 992923200, endDate = 997243200\n",
      "IMPV\n",
      "2467/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IMTE\n",
      "2468/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INAP\n",
      "2469/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INAP: No timezone found, symbol may be delisted\n",
      "INB\n",
      "2470/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INB: No timezone found, symbol may be delisted\n",
      "INBK\n",
      "2471/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INBK: Data doesn't exist for startDate = 1104210000, endDate = 1108530000\n",
      "INDU\n",
      "2472/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INDUU\n",
      "2473/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INDY\n",
      "2474/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INF\n",
      "2475/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INF: No timezone found, symbol may be delisted\n",
      "INFI\n",
      "2476/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INFN\n",
      "2477/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INFO\n",
      "2478/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INFO: No timezone found, symbol may be delisted\n",
      "INFY\n",
      "2479/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INGR\n",
      "2480/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INNT\n",
      "2481/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INNT: No timezone found, symbol may be delisted\n",
      "INO\n",
      "2482/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INSE\n",
      "2483/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INSM\n",
      "2484/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INSW\n",
      "2485/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INTX\n",
      "2486/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INVA\n",
      "2487/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INVE\n",
      "2488/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "INWK\n",
      "2489/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- INWK: No timezone found, symbol may be delisted\n",
      "IOSP\n",
      "2490/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IOVA\n",
      "2491/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IOVA: Data doesn't exist for startDate = 1274846400, endDate = 1279166400\n",
      "IPAS\n",
      "2492/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPCC\n",
      "2493/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPCI\n",
      "2494/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IPCI: No timezone found, symbol may be delisted\n",
      "IPGP\n",
      "2495/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPHS\n",
      "2496/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IPHS: No timezone found, symbol may be delisted\n",
      "IPI\n",
      "2497/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPKW\n",
      "2498/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IPOA\n",
      "2499/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IPOA: No timezone found, symbol may be delisted\n",
      "IQV\n",
      "2500/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRBT\n",
      "2501/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRCP\n",
      "2502/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IRCP: No timezone found, symbol may be delisted\n",
      "IRDM\n",
      "2503/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRDMB\n",
      "2504/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IRDMB: No timezone found, symbol may be delisted\n",
      "IRET\n",
      "2505/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IRET: No timezone found, symbol may be delisted\n",
      "IRIX\n",
      "2506/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRM\n",
      "2507/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IROQ\n",
      "2508/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IRR\n",
      "2509/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IRR: No timezone found, symbol may be delisted\n",
      "ISBC\n",
      "2510/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ISCA\n",
      "2511/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ISCA: No timezone found, symbol may be delisted\n",
      "ISD\n",
      "2512/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ISF\n",
      "2513/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ISF: No timezone found, symbol may be delisted\n",
      "ISG\n",
      "2514/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ISG: No timezone found, symbol may be delisted\n",
      "ISHG\n",
      "2515/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ISRG\n",
      "2516/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ISSC\n",
      "2517/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ISTB\n",
      "2518/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ITCB\n",
      "2519/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ITCB: Data doesn't exist for startDate = 1099458000, endDate = 1103778000\n",
      "ITCI\n",
      "2520/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ITEQ\n",
      "2521/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ITGR\n",
      "2522/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ITRN\n",
      "2523/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IUSB\n",
      "2524/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IUSG\n",
      "2525/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IUSV\n",
      "2526/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IVH\n",
      "2527/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IVR\n",
      "2528/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IVTY\n",
      "2529/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IVZ\n",
      "2530/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IX\n",
      "2531/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IXUS\n",
      "2532/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "IZEA\n",
      "2533/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- IZEA: Data doesn't exist for startDate = 1307419200, endDate = 1311739200\n",
      "JAKK\n",
      "2534/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JASN\n",
      "2535/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JASN: No timezone found, symbol may be delisted\n",
      "JASO\n",
      "2536/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JASO: No timezone found, symbol may be delisted\n",
      "JAX\n",
      "2537/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JAX: No timezone found, symbol may be delisted\n",
      "JAZZ\n",
      "2538/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JBGS\n",
      "2539/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JBLU\n",
      "2540/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JBT\n",
      "2541/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JCE\n",
      "2542/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JCO\n",
      "2543/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JCOM\n",
      "2544/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JCOM: No timezone found, symbol may be delisted\n",
      "JCTCF\n",
      "2545/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JCTCF: Data doesn't exist for startDate = 824878800, endDate = 829195200\n",
      "JDD\n",
      "2546/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JDD: No timezone found, symbol may be delisted\n",
      "JE\n",
      "2547/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JE: No timezone found, symbol may be delisted\n",
      "JEMD\n",
      "2548/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JEQ\n",
      "2549/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JFR\n",
      "2550/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JGH\n",
      "2551/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JHA\n",
      "2552/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JHA: No data found for this date range, symbol may be delisted\n",
      "JHB\n",
      "2553/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JHB: No timezone found, symbol may be delisted\n",
      "JHD\n",
      "2554/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JHD: No timezone found, symbol may be delisted\n",
      "JHG\n",
      "2555/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JHI\n",
      "2556/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JHS\n",
      "2557/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JHX\n",
      "2558/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JHX: No data found for this date range, symbol may be delisted\n",
      "JHY\n",
      "2559/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JHY: No timezone found, symbol may be delisted\n",
      "JKI\n",
      "2560/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JKI: Data doesn't exist for startDate = 1088395200, endDate = 1092715200\n",
      "JLL\n",
      "2561/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JLS\n",
      "2562/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JMBA\n",
      "2563/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JMF\n",
      "2564/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JMF: No timezone found, symbol may be delisted\n",
      "JMLP\n",
      "2565/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JMLP: No timezone found, symbol may be delisted\n",
      "JMP\n",
      "2566/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JMP: No timezone found, symbol may be delisted\n",
      "JMT\n",
      "2567/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JMT: No timezone found, symbol may be delisted\n",
      "JMU\n",
      "2568/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JMU: No timezone found, symbol may be delisted\n",
      "JNPR\n",
      "2569/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JOBS\n",
      "2570/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JOBS: No timezone found, symbol may be delisted\n",
      "JOF\n",
      "2571/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JPC\n",
      "2572/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JPI\n",
      "2573/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JPT\n",
      "2574/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JQC\n",
      "2575/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JRI\n",
      "2576/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JRJC\n",
      "2577/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JRJC: No timezone found, symbol may be delisted\n",
      "JRO\n",
      "2578/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JRS\n",
      "2579/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JSD\n",
      "2580/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JSMD\n",
      "2581/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JSML\n",
      "2582/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JSYN\n",
      "2583/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JSYN: No timezone found, symbol may be delisted\n",
      "JSYNU\n",
      "2584/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JSYNU: No timezone found, symbol may be delisted\n",
      "JTA\n",
      "2585/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JTA: No timezone found, symbol may be delisted\n",
      "JTD\n",
      "2586/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- JTD: No timezone found, symbol may be delisted\n",
      "JTPY\n",
      "2587/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JVA\n",
      "2588/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "JXSB\n",
      "2589/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KAAC\n",
      "2590/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KAAC: No timezone found, symbol may be delisted\n",
      "KAACU\n",
      "2591/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KAACU: No timezone found, symbol may be delisted\n",
      "KALU\n",
      "2592/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KALV\n",
      "2593/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KANG\n",
      "2594/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KAR\n",
      "2595/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KB\n",
      "2596/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KBLM\n",
      "2597/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KBLM: No timezone found, symbol may be delisted\n",
      "KBLMU\n",
      "2598/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KBLMU: No timezone found, symbol may be delisted\n",
      "KBR\n",
      "2599/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KBSF\n",
      "2600/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KBSF: No timezone found, symbol may be delisted\n",
      "KBWB\n",
      "2601/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KBWD\n",
      "2602/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KBWP\n",
      "2603/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KBWR\n",
      "2604/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KBWY\n",
      "2605/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KCAP\n",
      "2606/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KCAP: No timezone found, symbol may be delisted\n",
      "KE\n",
      "2607/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KED\n",
      "2608/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KED: No data found for this date range, symbol may be delisted\n",
      "KEN\n",
      "2609/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KERX\n",
      "2610/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KEYS\n",
      "2611/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KF\n",
      "2612/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KFFB\n",
      "2613/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KFS\n",
      "2614/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KFS: No data found for this date range, symbol may be delisted\n",
      "KFY\n",
      "2615/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KGJI\n",
      "2616/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KGJI: Data doesn't exist for startDate = 916722000, endDate = 921042000\n",
      "KHC\n",
      "2617/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KIO\n",
      "2618/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KIRK\n",
      "2619/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KKR\n",
      "2620/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KL\n",
      "2621/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KL: No timezone found, symbol may be delisted\n",
      "KLXI\n",
      "2622/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KMF\n",
      "2623/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KMG\n",
      "2624/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KMX\n",
      "2625/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KN\n",
      "2626/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KND\n",
      "2627/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KNDI\n",
      "2628/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KNDI: Data doesn't exist for startDate = 1167195600, endDate = 1171515600\n",
      "KNL\n",
      "2629/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KNL: No timezone found, symbol may be delisted\n",
      "KODK\n",
      "2630/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KONA\n",
      "2631/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KONA: No timezone found, symbol may be delisted\n",
      "KONE\n",
      "2632/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KONE: No data found for this date range, symbol may be delisted\n",
      "KOP\n",
      "2633/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KORS\n",
      "2634/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KORS: No data found for this date range, symbol may be delisted\n",
      "KRA\n",
      "2635/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KRA: No timezone found, symbol may be delisted\n",
      "KRC\n",
      "2636/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KREF\n",
      "2637/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KRG\n",
      "2638/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KRMA\n",
      "2639/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KRNY\n",
      "2640/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KRO\n",
      "2641/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KS\n",
      "2642/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KS: Data doesn't exist for startDate = 1126670400, endDate = 1130994000\n",
      "KT\n",
      "2643/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KTOS\n",
      "2644/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KTWO\n",
      "2645/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KVHI\n",
      "2646/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KW\n",
      "2647/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KWEB\n",
      "2648/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "KYE\n",
      "2649/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- KYE: No data found for this date range, symbol may be delisted\n",
      "KYN\n",
      "2650/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LAC\n",
      "2651/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LACQ\n",
      "2652/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LACQ: No timezone found, symbol may be delisted\n",
      "LACQU\n",
      "2653/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LACQU: No timezone found, symbol may be delisted\n",
      "LAD\n",
      "2654/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LALT\n",
      "2655/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LALT: No data found for this date range, symbol may be delisted\n",
      "LAMR\n",
      "2656/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LANDP\n",
      "2657/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LANDP: No timezone found, symbol may be delisted\n",
      "LAZ\n",
      "2658/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LAZY\n",
      "2659/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LAZY: Data doesn't exist for startDate = 1448427600, endDate = 1452747600\n",
      "LBAI\n",
      "2660/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LBAI: Data doesn't exist for startDate = 841896000, endDate = 846216000\n",
      "LBRDA\n",
      "2661/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LBRDK\n",
      "2662/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LBTYA\n",
      "2663/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LBTYB\n",
      "2664/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LBTYK\n",
      "2665/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LCA\n",
      "2666/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LCA: Data doesn't exist for startDate = 1471492800, endDate = 1475812800\n",
      "LCAHU\n",
      "2667/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LCAHU: Data doesn't exist for startDate = 1464235200, endDate = 1468555200\n",
      "LCM\n",
      "2668/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LCM: Data doesn't exist for startDate = 1106715600, endDate = 1111035600\n",
      "LCNB\n",
      "2669/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LCNB: Data doesn't exist for startDate = 899092800, endDate = 903412800\n",
      "LDF\n",
      "2670/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LDF: No data found, symbol may be delisted\n",
      "LDOS\n",
      "2671/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LDP\n",
      "2672/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LDRI\n",
      "2673/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LE\n",
      "2674/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEA\n",
      "2675/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LEXEA\n",
      "2676/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LEXEA: No timezone found, symbol may be delisted\n",
      "LEXEB\n",
      "2677/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LEXEB: No timezone found, symbol may be delisted\n",
      "LFC\n",
      "2678/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LFC: No timezone found, symbol may be delisted\n",
      "LFGR\n",
      "2679/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LFGR: No data found for this date range, symbol may be delisted\n",
      "LFIN\n",
      "2680/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LFVN\n",
      "2681/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LGC\n",
      "2682/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LGC: No timezone found, symbol may be delisted\n",
      "LGCY\n",
      "2683/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LGCY: Data doesn't exist for startDate = 1168578000, endDate = 1172898000\n",
      "LGCYO\n",
      "2684/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LGCYO: No timezone found, symbol may be delisted\n",
      "LGCYP\n",
      "2685/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LGCYP: No timezone found, symbol may be delisted\n",
      "LGI\n",
      "2686/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LHC\n",
      "2687/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LHC: Data doesn't exist for startDate = 1523851200, endDate = 1528171200\n",
      "LHCG\n",
      "2688/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LHO\n",
      "2689/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LII\n",
      "2690/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LILA\n",
      "2691/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LILAK\n",
      "2692/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LINC\n",
      "2693/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LIND\n",
      "2694/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LIND: Data doesn't exist for startDate = 1368158400, endDate = 1372478400\n",
      "LINU\n",
      "2695/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LINU: No data found for this date range, symbol may be delisted\n",
      "LITE\n",
      "2696/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LIVE\n",
      "2697/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LIVE: Data doesn't exist for startDate = 877579200, endDate = 881902800\n",
      "LIVX\n",
      "2698/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LIVX: No timezone found, symbol may be delisted\n",
      "LKM\n",
      "2699/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LKOR\n",
      "2700/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LKQ\n",
      "2701/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LKSD\n",
      "2702/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LKSD: No timezone found, symbol may be delisted\n",
      "LL\n",
      "2703/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LLEX\n",
      "2704/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LLEX: No timezone found, symbol may be delisted\n",
      "LLIT\n",
      "2705/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LLIT: No timezone found, symbol may be delisted\n",
      "LLL\n",
      "2706/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LLL: No timezone found, symbol may be delisted\n",
      "LLNW\n",
      "2707/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LLNW: No timezone found, symbol may be delisted\n",
      "LMAT\n",
      "2708/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LMB\n",
      "2709/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LMBS\n",
      "2710/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LMFA\n",
      "2711/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LMFA: Data doesn't exist for startDate = 1445572800, endDate = 1449896400\n",
      "LMNR\n",
      "2712/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LMNR: Data doesn't exist for startDate = 956030400, endDate = 960350400\n",
      "LMNX\n",
      "2713/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LMNX: No timezone found, symbol may be delisted\n",
      "LMRKO\n",
      "2714/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LMRKO: No timezone found, symbol may be delisted\n",
      "LMRKP\n",
      "2715/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LMRKP: No timezone found, symbol may be delisted\n",
      "LND\n",
      "2716/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LND: Data doesn't exist for startDate = 1296018000, endDate = 1300334400\n",
      "LNDC\n",
      "2717/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LNGR\n",
      "2718/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOAN\n",
      "2719/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOGI\n",
      "2720/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOGM\n",
      "2721/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LOGM: No timezone found, symbol may be delisted\n",
      "LONE\n",
      "2722/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LONE: No timezone found, symbol may be delisted\n",
      "LOOP\n",
      "2723/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LOOP: Data doesn't exist for startDate = 1447218000, endDate = 1451538000\n",
      "LOPE\n",
      "2724/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LOR\n",
      "2725/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LOR: No timezone found, symbol may be delisted\n",
      "LORL\n",
      "2726/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LORL: No timezone found, symbol may be delisted\n",
      "LOXO\n",
      "2727/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LOXO: No timezone found, symbol may be delisted\n",
      "LPCN\n",
      "2728/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LPCN: Data doesn't exist for startDate = 1377662400, endDate = 1381982400\n",
      "LPL\n",
      "2729/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LPNT\n",
      "2730/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LPSN\n",
      "2731/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LPTH\n",
      "2732/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LPTX\n",
      "2733/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LPTX: Data doesn't exist for startDate = 1406779200, endDate = 1411099200\n",
      "LQ\n",
      "2734/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LQDT\n",
      "2735/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LRN\n",
      "2736/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LSBK\n",
      "2737/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LSXMA\n",
      "2738/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LSXMB\n",
      "2739/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LSXMK\n",
      "2740/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LTBR\n",
      "2741/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LTBR: Data doesn't exist for startDate = 974091600, endDate = 978411600\n",
      "LTN\n",
      "2742/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LTN: No timezone found, symbol may be delisted\n",
      "LTRPA\n",
      "2743/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LTRPB\n",
      "2744/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LTRX\n",
      "2745/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LTXB\n",
      "2746/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LTXB: No timezone found, symbol may be delisted\n",
      "LULU\n",
      "2747/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LUNA\n",
      "2748/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LVHD\n",
      "2749/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LVS\n",
      "2750/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LW\n",
      "2751/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LXRX\n",
      "2752/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LYB\n",
      "2753/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "LYG\n",
      "2754/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- LYG: Data doesn't exist for startDate = 955944000, endDate = 960264000\n",
      "LYV\n",
      "2755/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MA\n",
      "2756/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MACQ\n",
      "2757/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MACQ: No timezone found, symbol may be delisted\n",
      "MACQU\n",
      "2758/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MACQU: No timezone found, symbol may be delisted\n",
      "MAIN\n",
      "2759/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MAMS\n",
      "2760/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MAMS: No timezone found, symbol may be delisted\n",
      "MANH\n",
      "2761/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MANT\n",
      "2762/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MANT: No timezone found, symbol may be delisted\n",
      "MAR\n",
      "2763/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MARA\n",
      "2764/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MARA: Data doesn't exist for startDate = 1328763600, endDate = 1333080000\n",
      "MARK\n",
      "2765/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MASI\n",
      "2766/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MATR\n",
      "2767/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MAV\n",
      "2768/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MAXR\n",
      "2769/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MB\n",
      "2770/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MB: No timezone found, symbol may be delisted\n",
      "MBB\n",
      "2771/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MBCN\n",
      "2772/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MBCN: Data doesn't exist for startDate = 969336000, endDate = 973659600\n",
      "MBFIO\n",
      "2773/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MBFIO: No timezone found, symbol may be delisted\n",
      "MBIO\n",
      "2774/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MBSD\n",
      "2775/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MBT\n",
      "2776/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MBT: No timezone found, symbol may be delisted\n",
      "MBVX\n",
      "2777/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MBVX: No timezone found, symbol may be delisted\n",
      "MBWM\n",
      "2778/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MBWM: Data doesn't exist for startDate = 877665600, endDate = 881989200\n",
      "MCBC\n",
      "2779/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCC\n",
      "2780/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MCC: No timezone found, symbol may be delisted\n",
      "MCHI\n",
      "2781/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCHX\n",
      "2782/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCI\n",
      "2783/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MCN\n",
      "2784/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MD\n",
      "2785/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDCO\n",
      "2786/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MDCO: No timezone found, symbol may be delisted\n",
      "MDGL\n",
      "2787/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDGS\n",
      "2788/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDIV\n",
      "2789/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDLZ\n",
      "2790/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDRX\n",
      "2791/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MDSO\n",
      "2792/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MDSO: No timezone found, symbol may be delisted\n",
      "MDXG\n",
      "2793/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MDXG: Data doesn't exist for startDate = 1187755200, endDate = 1192075200\n",
      "MEET\n",
      "2794/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MEET: No timezone found, symbol may be delisted\n",
      "MEIP\n",
      "2795/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MELI\n",
      "2796/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MELR\n",
      "2797/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MELR: No timezone found, symbol may be delisted\n",
      "MET\n",
      "2798/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFA\n",
      "2799/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFC\n",
      "2800/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFCB\n",
      "2801/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MFCB: No timezone found, symbol may be delisted\n",
      "MFD\n",
      "2802/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFG\n",
      "2803/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFGP\n",
      "2804/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFIN\n",
      "2805/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MFNC\n",
      "2806/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MFNC: No timezone found, symbol may be delisted\n",
      "MFSF\n",
      "2807/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MFSF: No timezone found, symbol may be delisted\n",
      "MG\n",
      "2808/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGEN\n",
      "2809/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MGEN: No timezone found, symbol may be delisted\n",
      "MGI\n",
      "2810/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGLN\n",
      "2811/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MGLN: No timezone found, symbol may be delisted\n",
      "MGU\n",
      "2812/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MGYR\n",
      "2813/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MHI\n",
      "2814/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MHLD\n",
      "2815/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MIC\n",
      "2816/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MIC: No timezone found, symbol may be delisted\n",
      "MICT\n",
      "2817/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MICT: Data doesn't exist for startDate = 1088136000, endDate = 1092456000\n",
      "MIE\n",
      "2818/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MIE: No timezone found, symbol may be delisted\n",
      "MILN\n",
      "2819/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MINDP\n",
      "2820/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MITL\n",
      "2821/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MKGI\n",
      "2822/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MKGI: No timezone found, symbol may be delisted\n",
      "MKSI\n",
      "2823/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MKTX\n",
      "2824/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MLNT\n",
      "2825/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MLNT: No timezone found, symbol may be delisted\n",
      "MLNX\n",
      "2826/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MLNX: No timezone found, symbol may be delisted\n",
      "MLP\n",
      "2827/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MLVF\n",
      "2828/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MMAC\n",
      "2829/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MMAC: No timezone found, symbol may be delisted\n",
      "MMD\n",
      "2830/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MMDM\n",
      "2831/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MMDM: No timezone found, symbol may be delisted\n",
      "MMDMU\n",
      "2832/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MMDMU: No timezone found, symbol may be delisted\n",
      "MMLP\n",
      "2833/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MMP\n",
      "2834/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MMS\n",
      "2835/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MNDO\n",
      "2836/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MNE\n",
      "2837/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MNE: No timezone found, symbol may be delisted\n",
      "MNGA\n",
      "2838/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MNGA: No timezone found, symbol may be delisted\n",
      "MNK\n",
      "2839/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MNK: Data doesn't exist for startDate = 1371441600, endDate = 1375761600\n",
      "MNKD\n",
      "2840/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MNOV\n",
      "2841/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MNTA\n",
      "2842/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MNTA: No timezone found, symbol may be delisted\n",
      "MNTX\n",
      "2843/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOFG\n",
      "2844/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MOFG: Data doesn't exist for startDate = 978411600, endDate = 982731600\n",
      "MOH\n",
      "2845/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MON\n",
      "2846/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MON: Data doesn't exist for startDate = 971841600, endDate = 976165200\n",
      "MORN\n",
      "2847/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MOSC\n",
      "2848/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MOSC: No timezone found, symbol may be delisted\n",
      "MOSY\n",
      "2849/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MOSY: No timezone found, symbol may be delisted\n",
      "MOXC\n",
      "2850/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPAC\n",
      "2851/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MPAC: Data doesn't exist for startDate = 1493956800, endDate = 1498276800\n",
      "MPACU\n",
      "2852/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MPACU: Data doesn't exist for startDate = 1489122000, endDate = 1493438400\n",
      "MPB\n",
      "2853/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MPB: Data doesn't exist for startDate = 862977600, endDate = 867297600\n",
      "MPC\n",
      "2854/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPCT\n",
      "2855/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MPCT: No timezone found, symbol may be delisted\n",
      "MPV\n",
      "2856/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPW\n",
      "2857/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPWR\n",
      "2858/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MPX\n",
      "2859/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRBK\n",
      "2860/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRCC\n",
      "2861/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRCY\n",
      "2862/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MRLN\n",
      "2863/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MRLN: No timezone found, symbol may be delisted\n",
      "MRTX\n",
      "2864/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MRTX: Data doesn't exist for startDate = 1252468800, endDate = 1256788800\n",
      "MRVL\n",
      "2865/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MSBF\n",
      "2866/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MSBF: No timezone found, symbol may be delisted\n",
      "MSCI\n",
      "2867/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MSF\n",
      "2868/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MSF: No timezone found, symbol may be delisted\n",
      "MSG\n",
      "2869/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MSG: No timezone found, symbol may be delisted\n",
      "MSGN\n",
      "2870/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MSGN: No timezone found, symbol may be delisted\n",
      "MSP\n",
      "2871/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MSP: No timezone found, symbol may be delisted\n",
      "MSTR\n",
      "2872/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MT\n",
      "2873/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTBCP\n",
      "2874/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTD\n",
      "2875/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTEC\n",
      "2876/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTEC: No timezone found, symbol may be delisted\n",
      "MTECU\n",
      "2877/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTECU: No timezone found, symbol may be delisted\n",
      "MTEX\n",
      "2878/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTGE\n",
      "2879/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTGEP\n",
      "2880/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTGEP: No timezone found, symbol may be delisted\n",
      "MTL\n",
      "2881/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTN\n",
      "2882/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTOR\n",
      "2883/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTOR: No timezone found, symbol may be delisted\n",
      "MTP\n",
      "2884/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MTSL\n",
      "2885/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTSL: No timezone found, symbol may be delisted\n",
      "MTT\n",
      "2886/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MTT: No timezone found, symbol may be delisted\n",
      "MUDSU\n",
      "2887/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MUDSU: No timezone found, symbol may be delisted\n",
      "MUI\n",
      "2888/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MULE\n",
      "2889/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MUX\n",
      "2890/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MVBF\n",
      "2891/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MVBF: Data doesn't exist for startDate = 1063080000, endDate = 1067403600\n",
      "MVC\n",
      "2892/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MVC: No timezone found, symbol may be delisted\n",
      "MVIS\n",
      "2893/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MVO\n",
      "2894/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MWA\n",
      "2895/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MXE\n",
      "2896/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MYOS\n",
      "2897/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MYOS: No timezone found, symbol may be delisted\n",
      "MYRG\n",
      "2898/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MYSZ\n",
      "2899/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "MZF\n",
      "2900/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- MZF: No data found for this date range, symbol may be delisted\n",
      "MZOR\n",
      "2901/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NAKD\n",
      "2902/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NAKD: No timezone found, symbol may be delisted\n",
      "NAOV\n",
      "2903/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NAP\n",
      "2904/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NAT\n",
      "2905/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NAUH\n",
      "2906/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NAVI\n",
      "2907/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NBB\n",
      "2908/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NBD\n",
      "2909/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NBD: No data found for this date range, symbol may be delisted\n",
      "NBEV\n",
      "2910/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NBEV: No timezone found, symbol may be delisted\n",
      "NBIX\n",
      "2911/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCB\n",
      "2912/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NCB: No timezone found, symbol may be delisted\n",
      "NCBS\n",
      "2913/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NCBS: No timezone found, symbol may be delisted\n",
      "NCI\n",
      "2914/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NCI: No timezone found, symbol may be delisted\n",
      "NCMI\n",
      "2915/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCR\n",
      "2916/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCTY\n",
      "2917/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCV\n",
      "2918/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NCZ\n",
      "2919/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NDAQ\n",
      "2920/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NDP\n",
      "2921/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NDRA\n",
      "2922/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NDRO\n",
      "2923/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NDRO: No data found for this date range, symbol may be delisted\n",
      "NEA\n",
      "2924/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEA: Data doesn't exist for startDate = 1037941200, endDate = 1042261200\n",
      "NEBU\n",
      "2925/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEBU: No timezone found, symbol may be delisted\n",
      "NEBUU\n",
      "2926/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEBUU: No timezone found, symbol may be delisted\n",
      "NEO\n",
      "2927/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEO: Data doesn't exist for startDate = 942210000, endDate = 946530000\n",
      "NEPT\n",
      "2928/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NESR\n",
      "2929/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NETE\n",
      "2930/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NETE: No timezone found, symbol may be delisted\n",
      "NEV\n",
      "2931/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEWM\n",
      "2932/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NEWM: No timezone found, symbol may be delisted\n",
      "NEWT\n",
      "2933/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NEXT\n",
      "2934/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NFBK\n",
      "2935/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NFEC\n",
      "2936/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NFEC: No data found for this date range, symbol may be delisted\n",
      "NFJ\n",
      "2937/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NFLX\n",
      "2938/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NGG\n",
      "2939/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NGG: Data doesn't exist for startDate = 928814400, endDate = 933134400\n",
      "NGHC\n",
      "2940/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NGHC: No timezone found, symbol may be delisted\n",
      "NGHCN\n",
      "2941/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NGHCN: No timezone found, symbol may be delisted\n",
      "NGHCO\n",
      "2942/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NGHCO: No timezone found, symbol may be delisted\n",
      "NGHCP\n",
      "2943/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NGHCP: No timezone found, symbol may be delisted\n",
      "NGS\n",
      "2944/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NGVT\n",
      "2945/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NHA\n",
      "2946/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NHA: No timezone found, symbol may be delisted\n",
      "NHF\n",
      "2947/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NHF: No timezone found, symbol may be delisted\n",
      "NICE\n",
      "2948/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NICK\n",
      "2949/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NICK: Data doesn't exist for startDate = 846129600, endDate = 850453200\n",
      "NID\n",
      "2950/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NIE\n",
      "2951/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NIHD\n",
      "2952/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NIHD: No timezone found, symbol may be delisted\n",
      "NIQ\n",
      "2953/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NJV\n",
      "2954/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NJV: No timezone found, symbol may be delisted\n",
      "NKG\n",
      "2955/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NKX\n",
      "2956/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NKX: Data doesn't exist for startDate = 1037941200, endDate = 1042261200\n",
      "NLS\n",
      "2957/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NLST\n",
      "2958/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NLY\n",
      "2959/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NM\n",
      "2960/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NM: Data doesn't exist for startDate = 1068440400, endDate = 1072760400\n",
      "NMFC\n",
      "2961/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NMM\n",
      "2962/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NMRD\n",
      "2963/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NMRD: Data doesn't exist for startDate = 1418878800, endDate = 1423198800\n",
      "NMZ\n",
      "2964/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NNA\n",
      "2965/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NNA: No timezone found, symbol may be delisted\n",
      "NNDM\n",
      "2966/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NNDM: Data doesn't exist for startDate = 1441771200, endDate = 1446091200\n",
      "NNI\n",
      "2967/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NOA\n",
      "2968/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NODK\n",
      "2969/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NOMD\n",
      "2970/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NOMD: Data doesn't exist for startDate = 1410235200, endDate = 1414555200\n",
      "NOV\n",
      "2971/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NOVT\n",
      "2972/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NP\n",
      "2973/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NP: No timezone found, symbol may be delisted\n",
      "NPN\n",
      "2974/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NPN: No timezone found, symbol may be delisted\n",
      "NPO\n",
      "2975/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NRCIA\n",
      "2976/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NRCIA: No data found for this date range, symbol may be delisted\n",
      "NRCIB\n",
      "2977/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NRE\n",
      "2978/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NRE: No timezone found, symbol may be delisted\n",
      "NRG\n",
      "2979/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NRK\n",
      "2980/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NRK: Data doesn't exist for startDate = 1037941200, endDate = 1042261200\n",
      "NRP\n",
      "2981/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NRZ\n",
      "2982/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NRZ: No timezone found, symbol may be delisted\n",
      "NS\n",
      "2983/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NSH\n",
      "2984/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NSH: No timezone found, symbol may be delisted\n",
      "NSM\n",
      "2985/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NSP\n",
      "2986/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTCT\n",
      "2987/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTES\n",
      "2988/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTG\n",
      "2989/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTG: Data doesn't exist for startDate = 949035600, endDate = 953355600\n",
      "NTGR\n",
      "2990/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NTRI\n",
      "2991/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTRI: No timezone found, symbol may be delisted\n",
      "NTRP\n",
      "2992/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTRP: No timezone found, symbol may be delisted\n",
      "NTRSP\n",
      "2993/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NTRSP: No timezone found, symbol may be delisted\n",
      "NTWK\n",
      "2994/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NURO\n",
      "2995/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NUS\n",
      "2996/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NUVA\n",
      "2997/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NUW\n",
      "2998/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVCN\n",
      "2999/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVDA\n",
      "3000/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVEC\n",
      "3001/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVEE\n",
      "3002/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVFY\n",
      "3003/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NVFY: Data doesn't exist for startDate = 1311652800, endDate = 1315972800\n",
      "NVG\n",
      "3004/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NVG: Data doesn't exist for startDate = 1017032400, endDate = 1021348800\n",
      "NVIV\n",
      "3005/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVMI\n",
      "3006/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVMM\n",
      "3007/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NVMM: No timezone found, symbol may be delisted\n",
      "NVS\n",
      "3008/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NVTR\n",
      "3009/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NVTR: No timezone found, symbol may be delisted\n",
      "NVUS\n",
      "3010/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NVUS: No timezone found, symbol may be delisted\n",
      "NWE\n",
      "3011/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NWE: Data doesn't exist for startDate = 1099371600, endDate = 1103691600\n",
      "NWFL\n",
      "3012/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NWFL: Data doesn't exist for startDate = 839217600, endDate = 843537600\n",
      "NWS\n",
      "3013/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NWSA\n",
      "3014/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NWY\n",
      "3015/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NWY: No data found for this date range, symbol may be delisted\n",
      "NX\n",
      "3016/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NXEO\n",
      "3017/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NXEO: No timezone found, symbol may be delisted\n",
      "NXEOU\n",
      "3018/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NXEOU: No timezone found, symbol may be delisted\n",
      "NXRT\n",
      "3019/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NXST\n",
      "3020/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NXTD\n",
      "3021/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NXTD: No timezone found, symbol may be delisted\n",
      "NXTM\n",
      "3022/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NXTM: No timezone found, symbol may be delisted\n",
      "NYLD\n",
      "3023/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NYLD: No data found for this date range, symbol may be delisted\n",
      "NYMT\n",
      "3024/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NYMTN\n",
      "3025/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NYMTO\n",
      "3026/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NYMTP\n",
      "3027/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NYMTP: No timezone found, symbol may be delisted\n",
      "NYMX\n",
      "3028/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NYRT\n",
      "3029/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "NYV\n",
      "3030/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- NYV: No timezone found, symbol may be delisted\n",
      "OAK\n",
      "3031/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OAK: No timezone found, symbol may be delisted\n",
      "OAKS\n",
      "3032/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OAKS: No data found for this date range, symbol may be delisted\n",
      "OBAS\n",
      "3033/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OBAS: No timezone found, symbol may be delisted\n",
      "OC\n",
      "3034/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCC\n",
      "3035/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCFC\n",
      "3036/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCIP\n",
      "3037/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCLR\n",
      "3038/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCN\n",
      "3039/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCSI\n",
      "3040/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OCSL\n",
      "3041/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OESX\n",
      "3042/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OFED\n",
      "3043/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OFLX\n",
      "3044/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OFS\n",
      "3045/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OGS\n",
      "3046/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OHAI\n",
      "3047/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OHAI: No timezone found, symbol may be delisted\n",
      "OHRP\n",
      "3048/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OHRP: No timezone found, symbol may be delisted\n",
      "OIIM\n",
      "3049/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OIS\n",
      "3050/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OLD\n",
      "3051/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OLED\n",
      "3052/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMAB\n",
      "3053/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMAD\n",
      "3054/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMCL\n",
      "3055/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMER\n",
      "3056/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMEX\n",
      "3057/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OMEX: Data doesn't exist for startDate = 820818000, endDate = 825138000\n",
      "OMF\n",
      "3058/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OMN\n",
      "3059/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OMN: No timezone found, symbol may be delisted\n",
      "OMNT\n",
      "3060/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OMNT: No timezone found, symbol may be delisted\n",
      "ON\n",
      "3061/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ONCS\n",
      "3062/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ONEQ\n",
      "3063/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ONS\n",
      "3064/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ONS: No data found for this date range, symbol may be delisted\n",
      "ONVO\n",
      "3065/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPB\n",
      "3066/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OPB: No timezone found, symbol may be delisted\n",
      "OPES\n",
      "3067/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OPES: No timezone found, symbol may be delisted\n",
      "OPESU\n",
      "3068/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OPESU: No timezone found, symbol may be delisted\n",
      "OPHC\n",
      "3069/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPNT\n",
      "3070/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OPOF\n",
      "3071/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OPOF: Data doesn't exist for startDate = 887259600, endDate = 891579600\n",
      "OPTT\n",
      "3072/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OR\n",
      "3073/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OR: Data doesn't exist for startDate = 1403755200, endDate = 1408075200\n",
      "ORA\n",
      "3074/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORAN\n",
      "3075/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORBC\n",
      "3076/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ORBC: No timezone found, symbol may be delisted\n",
      "ORC\n",
      "3077/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORG\n",
      "3078/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORGS\n",
      "3079/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ORGS: Data doesn't exist for startDate = 1280289600, endDate = 1284609600\n",
      "ORIG\n",
      "3080/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORIT\n",
      "3081/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ORIT: No timezone found, symbol may be delisted\n",
      "ORMP\n",
      "3082/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ORMP: Data doesn't exist for startDate = 1082347200, endDate = 1086667200\n",
      "ORN\n",
      "3083/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ORPN\n",
      "3084/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ORPN: No timezone found, symbol may be delisted\n",
      "ORRF\n",
      "3085/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OSB\n",
      "3086/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSB: No timezone found, symbol may be delisted\n",
      "OSBCP\n",
      "3087/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSBCP: No timezone found, symbol may be delisted\n",
      "OSG\n",
      "3088/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSG: Data doesn't exist for startDate = 1448946000, endDate = 1453266000\n",
      "OSIS\n",
      "3089/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OSPR\n",
      "3090/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSPR: No timezone found, symbol may be delisted\n",
      "OSPRU\n",
      "3091/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OSPRU: No timezone found, symbol may be delisted\n",
      "OSTK\n",
      "3092/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OTEL\n",
      "3093/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OTEL: No timezone found, symbol may be delisted\n",
      "OTEX\n",
      "3094/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OTIV\n",
      "3095/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OTIV: No timezone found, symbol may be delisted\n",
      "OTTW\n",
      "3096/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OTTW: Data doesn't exist for startDate = 1121400000, endDate = 1125720000\n",
      "OUT\n",
      "3097/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OVAS\n",
      "3098/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OVAS: No data found for this date range, symbol may be delisted\n",
      "OVLY\n",
      "3099/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OVLY: Data doesn't exist for startDate = 843796800, endDate = 848120400\n",
      "OXBR\n",
      "3100/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OXLC\n",
      "3101/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OXLCM\n",
      "3102/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "OXLCO\n",
      "3103/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OXLCO: Data doesn't exist for startDate = 1372392000, endDate = 1376712000\n",
      "OZM\n",
      "3104/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OZM: No timezone found, symbol may be delisted\n",
      "OZRK\n",
      "3105/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- OZRK: No timezone found, symbol may be delisted\n",
      "P\n",
      "3106/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAA\n",
      "3107/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAC\n",
      "3108/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PACQU\n",
      "3109/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PACQU: No timezone found, symbol may be delisted\n",
      "PACW\n",
      "3110/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAG\n",
      "3111/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAGG\n",
      "3112/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PAGG: No data found for this date range, symbol may be delisted\n",
      "PAH\n",
      "3113/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PAH: No data found for this date range, symbol may be delisted\n",
      "PAM\n",
      "3114/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PANL\n",
      "3115/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PARR\n",
      "3116/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PATI\n",
      "3117/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PAVM\n",
      "3118/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PAVM: Data doesn't exist for startDate = 1461816000, endDate = 1466136000\n",
      "PAY\n",
      "3119/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PAY: Data doesn't exist for startDate = 1114747200, endDate = 1119067200\n",
      "PB\n",
      "3120/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBA\n",
      "3121/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PBA: Data doesn't exist for startDate = 1270440000, endDate = 1274760000\n",
      "PBBI\n",
      "3122/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PBBI: No timezone found, symbol may be delisted\n",
      "PBCTP\n",
      "3123/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PBCTP: No timezone found, symbol may be delisted\n",
      "PBH\n",
      "3124/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBHC\n",
      "3125/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBIB\n",
      "3126/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PBIB: No data found for this date range, symbol may be delisted\n",
      "PBIP\n",
      "3127/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PBIP: No timezone found, symbol may be delisted\n",
      "PBR\n",
      "3128/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBSK\n",
      "3129/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PBYI\n",
      "3130/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCI\n",
      "3131/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PCI: No timezone found, symbol may be delisted\n",
      "PCK\n",
      "3132/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCOM\n",
      "3133/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PCOM: No timezone found, symbol may be delisted\n",
      "PCSB\n",
      "3134/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCTI\n",
      "3135/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PCYG\n",
      "3136/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PCYG: Data doesn't exist for startDate = 912402000, endDate = 916722000\n",
      "PDBC\n",
      "3137/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDFS\n",
      "3138/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDI\n",
      "3139/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDP\n",
      "3140/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDS\n",
      "3141/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PDVW\n",
      "3142/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PDVW: Period 'max' is invalid, must be one of ['1d', '5d']\n",
      "PEB\n",
      "3143/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PEGA\n",
      "3144/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PEO\n",
      "3145/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PER\n",
      "3146/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PER: No timezone found, symbol may be delisted\n",
      "PERI\n",
      "3147/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PETS\n",
      "3148/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PETS: Data doesn't exist for startDate = 874468800, endDate = 878792400\n",
      "PEY\n",
      "3149/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PEZ\n",
      "3150/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PF\n",
      "3151/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFBC\n",
      "3152/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFBI\n",
      "3153/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PFBI: No timezone found, symbol may be delisted\n",
      "PFF\n",
      "3154/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFG\n",
      "3155/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFI\n",
      "3156/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFIE\n",
      "3157/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PFIE: Data doesn't exist for startDate = 1178856000, endDate = 1183176000\n",
      "PFIS\n",
      "3158/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PFIS: Data doesn't exist for startDate = 938750400, endDate = 943074000\n",
      "PFL\n",
      "3159/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFLT\n",
      "3160/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFM\n",
      "3161/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFN\n",
      "3162/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFS\n",
      "3163/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFSI\n",
      "3164/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PFSW\n",
      "3165/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PGC\n",
      "3166/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PGC: Data doesn't exist for startDate = 887691600, endDate = 892008000\n",
      "PGH\n",
      "3167/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PGH: Data doesn't exist for startDate = 1018411200, endDate = 1022731200\n",
      "PGJ\n",
      "3168/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PGLC\n",
      "3169/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PGLC: No timezone found, symbol may be delisted\n",
      "PGNX\n",
      "3170/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PGNX: No timezone found, symbol may be delisted\n",
      "PGP\n",
      "3171/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PGTI\n",
      "3172/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PGZ\n",
      "3173/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHD\n",
      "3174/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHH\n",
      "3175/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHIIK\n",
      "3176/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PHIIK: No timezone found, symbol may be delisted\n",
      "PHK\n",
      "3177/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHO\n",
      "3178/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PHT\n",
      "3179/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PID\n",
      "3180/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PIE\n",
      "3181/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PIO\n",
      "3182/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PIRS\n",
      "3183/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PIXY\n",
      "3184/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PIZ\n",
      "3185/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PJC\n",
      "3186/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PJC: No timezone found, symbol may be delisted\n",
      "PJT\n",
      "3187/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PK\n",
      "3188/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PKBK\n",
      "3189/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PKBK: Data doesn't exist for startDate = 999662400, endDate = 1003982400\n",
      "PKG\n",
      "3190/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PKO\n",
      "3191/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PKO: No timezone found, symbol may be delisted\n",
      "PKW\n",
      "3192/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLCE\n",
      "3193/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLD\n",
      "3194/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLUG\n",
      "3195/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLUS\n",
      "3196/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLW\n",
      "3197/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLXP\n",
      "3198/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PLYA\n",
      "3199/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PM\n",
      "3200/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PMBC\n",
      "3201/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PMBC: No timezone found, symbol may be delisted\n",
      "PME\n",
      "3202/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PML\n",
      "3203/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PMPT\n",
      "3204/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PMPT: No data found for this date range, symbol may be delisted\n",
      "PMT\n",
      "3205/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PMX\n",
      "3206/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PNFP\n",
      "3207/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PNI\n",
      "3208/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PNK\n",
      "3209/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PNNT\n",
      "3210/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PNQI\n",
      "3211/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PNTR\n",
      "3212/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PNTR: No timezone found, symbol may be delisted\n",
      "PODD\n",
      "3213/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "POR\n",
      "3214/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "POST\n",
      "3215/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "POWI\n",
      "3216/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PPBI\n",
      "3217/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PPH\n",
      "3218/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PPSI\n",
      "3219/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PPSI: Data doesn't exist for startDate = 1262926800, endDate = 1267246800\n",
      "PRAA\n",
      "3220/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRAN\n",
      "3221/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRAN: No timezone found, symbol may be delisted\n",
      "PRFT\n",
      "3222/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRFZ\n",
      "3223/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRGX\n",
      "3224/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRGX: No timezone found, symbol may be delisted\n",
      "PRIM\n",
      "3225/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRIM: Data doesn't exist for startDate = 1161835200, endDate = 1166158800\n",
      "PRN\n",
      "3226/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRO\n",
      "3227/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PROV\n",
      "3228/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRPL\n",
      "3229/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRSC\n",
      "3230/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRSC: No timezone found, symbol may be delisted\n",
      "PRSS\n",
      "3231/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRTA\n",
      "3232/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRTK\n",
      "3233/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PRTK: Data doesn't exist for startDate = 1147233600, endDate = 1151553600\n",
      "PRTS\n",
      "3234/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PRU\n",
      "3235/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSAU\n",
      "3236/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCC\n",
      "3237/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCD\n",
      "3238/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCE\n",
      "3239/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCF\n",
      "3240/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCH\n",
      "3241/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCI\n",
      "3242/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCM\n",
      "3243/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCT\n",
      "3244/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSCU\n",
      "3245/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSEC\n",
      "3246/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSET\n",
      "3247/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSF\n",
      "3248/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSL\n",
      "3249/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSMT\n",
      "3250/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PSO\n",
      "3251/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PSO: Data doesn't exist for startDate = 821336400, endDate = 825656400\n",
      "PSTI\n",
      "3252/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PSTI: No timezone found, symbol may be delisted\n",
      "PSX\n",
      "3253/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTF\n",
      "3254/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTH\n",
      "3255/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTIE\n",
      "3256/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PTIE: No timezone found, symbol may be delisted\n",
      "PTNR\n",
      "3257/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PTR\n",
      "3258/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PTR: No timezone found, symbol may be delisted\n",
      "PTX\n",
      "3259/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PTX: No timezone found, symbol may be delisted\n",
      "PTY\n",
      "3260/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PUI\n",
      "3261/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PUK\n",
      "3262/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PUK: Data doesn't exist for startDate = 937195200, endDate = 941518800\n",
      "PULM\n",
      "3263/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PVBC\n",
      "3264/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PVG\n",
      "3265/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PVG: No timezone found, symbol may be delisted\n",
      "PWR\n",
      "3266/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PXD\n",
      "3267/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PXI\n",
      "3268/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PXLW\n",
      "3269/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PXS\n",
      "3270/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PY\n",
      "3271/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PYDS\n",
      "3272/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PYDS: No timezone found, symbol may be delisted\n",
      "PYN\n",
      "3273/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PYPL\n",
      "3274/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PYZ\n",
      "3275/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PZC\n",
      "3276/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PZE\n",
      "3277/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "PZN\n",
      "3278/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- PZN: No timezone found, symbol may be delisted\n",
      "QABA\n",
      "3279/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QADA\n",
      "3280/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QADA: No timezone found, symbol may be delisted\n",
      "QADB\n",
      "3281/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QADB: No timezone found, symbol may be delisted\n",
      "QAT\n",
      "3282/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QBAK\n",
      "3283/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QCLN\n",
      "3284/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QCP\n",
      "3285/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QEP\n",
      "3286/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QEP: No timezone found, symbol may be delisted\n",
      "QGEN\n",
      "3287/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QHC\n",
      "3288/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QHC: No timezone found, symbol may be delisted\n",
      "QINC\n",
      "3289/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QLC\n",
      "3290/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QQEW\n",
      "3291/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QQQ\n",
      "3292/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QQQC\n",
      "3293/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QQQX\n",
      "3294/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QQXT\n",
      "3295/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QQXT: Data doesn't exist for startDate = 1170910800, endDate = 1175227200\n",
      "QRHC\n",
      "3296/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QRHC: Data doesn't exist for startDate = 1247716800, endDate = 1252036800\n",
      "QRVO\n",
      "3297/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QSR\n",
      "3298/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QTEC\n",
      "3299/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QTM\n",
      "3300/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QTM: No data found for this date range, symbol may be delisted\n",
      "QTNT\n",
      "3301/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QTRH\n",
      "3302/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- QTRH: No timezone found, symbol may be delisted\n",
      "QUAD\n",
      "3303/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QUIK\n",
      "3304/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QUOT\n",
      "3305/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "QYLD\n",
      "3306/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RAIL\n",
      "3307/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RAS\n",
      "3308/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RAS: No data found for this date range, symbol may be delisted\n",
      "RBA\n",
      "3309/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RBCAA\n",
      "3310/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RBCN\n",
      "3311/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RBNC\n",
      "3312/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RBNC: No timezone found, symbol may be delisted\n",
      "RBS\n",
      "3313/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RBS: No timezone found, symbol may be delisted\n",
      "RCI\n",
      "3314/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RCM\n",
      "3315/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RCM: Data doesn't exist for startDate = 1274328000, endDate = 1278648000\n",
      "RCON\n",
      "3316/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDCM\n",
      "3317/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDHL\n",
      "3318/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDIB\n",
      "3319/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDVT\n",
      "3320/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDVY\n",
      "3321/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDWR\n",
      "3322/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RDY\n",
      "3323/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RECN\n",
      "3324/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RECN: No timezone found, symbol may be delisted\n",
      "REIS\n",
      "3325/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- REIS: Data doesn't exist for startDate = 865224000, endDate = 869544000\n",
      "RESI\n",
      "3326/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RESI: Data doesn't exist for startDate = 1355374800, endDate = 1359694800\n",
      "REV\n",
      "3327/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- REV: No timezone found, symbol may be delisted\n",
      "RF\n",
      "3328/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RFAP\n",
      "3329/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RFDI\n",
      "3330/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RFEM\n",
      "3331/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RFEU\n",
      "3332/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RFI\n",
      "3333/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RFP\n",
      "3334/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RGA\n",
      "3335/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RGA: Data doesn't exist for startDate = 978411600, endDate = 982731600\n",
      "RGSE\n",
      "3336/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RGSE: No timezone found, symbol may be delisted\n",
      "RGT\n",
      "3337/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RHT\n",
      "3338/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RHT: No timezone found, symbol may be delisted\n",
      "RIBT\n",
      "3339/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RIBT: Data doesn't exist for startDate = 995428800, endDate = 999748800\n",
      "RIGL\n",
      "3340/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RILY\n",
      "3341/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RING\n",
      "3342/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RIV\n",
      "3343/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RL\n",
      "3344/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RLH\n",
      "3345/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RLH: No timezone found, symbol may be delisted\n",
      "RLJ\n",
      "3346/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RLJE\n",
      "3347/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMBS\n",
      "3348/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMGN\n",
      "3349/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMNI\n",
      "3350/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMP\n",
      "3351/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMR\n",
      "3352/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMT\n",
      "3353/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RMTI\n",
      "3354/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RNDB\n",
      "3355/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RNDB: No timezone found, symbol may be delisted\n",
      "RNP\n",
      "3356/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RNWK\n",
      "3357/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ROBO\n",
      "3358/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ROIC\n",
      "3359/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ROIC: Data doesn't exist for startDate = 1193716800, endDate = 1198040400\n",
      "ROLL\n",
      "3360/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ROLL: No timezone found, symbol may be delisted\n",
      "ROSE\n",
      "3361/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ROSE: Data doesn't exist for startDate = 1459396800, endDate = 1463716800\n",
      "ROSEU\n",
      "3362/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ROSEU: Data doesn't exist for startDate = 1457672400, endDate = 1461988800\n",
      "ROSG\n",
      "3363/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ROSG: No data found for this date range, symbol may be delisted\n",
      "RPXC\n",
      "3364/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RPXC: No timezone found, symbol may be delisted\n",
      "RQI\n",
      "3365/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RRGB\n",
      "3366/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RSG\n",
      "3367/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RSLS\n",
      "3368/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RSLS: Data doesn't exist for startDate = 1195102800, endDate = 1199422800\n",
      "RSO\n",
      "3369/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RSO: No data found for this date range, symbol may be delisted\n",
      "RSPP\n",
      "3370/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RST\n",
      "3371/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RST: No timezone found, symbol may be delisted\n",
      "RTEC\n",
      "3372/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RTEC: No timezone found, symbol may be delisted\n",
      "RTIX\n",
      "3373/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RTIX: No timezone found, symbol may be delisted\n",
      "RUSHA\n",
      "3374/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RUSHA: Data doesn't exist for startDate = 1026273600, endDate = 1030593600\n",
      "RUSHB\n",
      "3375/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RUTH\n",
      "3376/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RVEN\n",
      "3377/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RVEN: No timezone found, symbol may be delisted\n",
      "RVSB\n",
      "3378/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RWGE\n",
      "3379/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RWGE: No timezone found, symbol may be delisted\n",
      "RXII\n",
      "3380/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- RXII: No data found for this date range, symbol may be delisted\n",
      "RYAAY\n",
      "3381/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "RYAM\n",
      "3382/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SA\n",
      "3383/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SA: Data doesn't exist for startDate = 909464400, endDate = 913784400\n",
      "SAEX\n",
      "3384/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SAEX: No timezone found, symbol may be delisted\n",
      "SAFT\n",
      "3385/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAH\n",
      "3386/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAIA\n",
      "3387/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAIC\n",
      "3388/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SALM\n",
      "3389/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SANW\n",
      "3390/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAR\n",
      "3391/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SATS\n",
      "3392/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SAUC\n",
      "3393/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SAUC: No timezone found, symbol may be delisted\n",
      "SB\n",
      "3394/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBAC\n",
      "3395/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBFGP\n",
      "3396/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBFGP: No timezone found, symbol may be delisted\n",
      "SBGL\n",
      "3397/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBGL: No timezone found, symbol may be delisted\n",
      "SBH\n",
      "3398/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBLK\n",
      "3399/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBLK: Data doesn't exist for startDate = 1141016400, endDate = 1145332800\n",
      "SBNY\n",
      "3400/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBOT\n",
      "3401/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBOT: No timezone found, symbol may be delisted\n",
      "SBRA\n",
      "3402/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SBRAP\n",
      "3403/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SBRAP: No timezone found, symbol may be delisted\n",
      "SBS\n",
      "3404/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCAC\n",
      "3405/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SCAC: No timezone found, symbol may be delisted\n",
      "SCACU\n",
      "3406/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SCACU: No timezone found, symbol may be delisted\n",
      "SCCO\n",
      "3407/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCD\n",
      "3408/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCM\n",
      "3409/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCS\n",
      "3410/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SCZ\n",
      "3411/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SD\n",
      "3412/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SDRL\n",
      "3413/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SDRL: Data doesn't exist for startDate = 1125547200, endDate = 1129867200\n",
      "SEAC\n",
      "3414/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SEED\n",
      "3415/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SELF\n",
      "3416/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SEM\n",
      "3417/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SEMG\n",
      "3418/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SEMG: No timezone found, symbol may be delisted\n",
      "SEND\n",
      "3419/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SEP\n",
      "3420/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFBC\n",
      "3421/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFL\n",
      "3422/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SFLY\n",
      "3423/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SFLY: No timezone found, symbol may be delisted\n",
      "SFST\n",
      "3424/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SGEN\n",
      "3425/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SGLB\n",
      "3426/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SGLB: No timezone found, symbol may be delisted\n",
      "SGMO\n",
      "3427/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SGOC\n",
      "3428/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SGOC: No timezone found, symbol may be delisted\n",
      "SGRP\n",
      "3429/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SGYP\n",
      "3430/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SGYP: No timezone found, symbol may be delisted\n",
      "SHBI\n",
      "3431/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SHBI: Data doesn't exist for startDate = 852094800, endDate = 856414800\n",
      "SHEN\n",
      "3432/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SHG\n",
      "3433/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SHIP\n",
      "3434/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SHIP: Data doesn't exist for startDate = 994996800, endDate = 999316800\n",
      "SHLD\n",
      "3435/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SHLD: Data doesn't exist for startDate = 1051502400, endDate = 1055822400\n",
      "SHO\n",
      "3436/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SHOS\n",
      "3437/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SHOS: No timezone found, symbol may be delisted\n",
      "SHPG\n",
      "3438/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SHSP\n",
      "3439/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SHSP: No timezone found, symbol may be delisted\n",
      "SHV\n",
      "3440/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SHY\n",
      "3441/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SIEB\n",
      "3442/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SIFI\n",
      "3443/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SIFI: Data doesn't exist for startDate = 1096603200, endDate = 1100926800\n",
      "SIFY\n",
      "3444/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SIGA\n",
      "3445/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SIMO\n",
      "3446/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SINA\n",
      "3447/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SINA: No timezone found, symbol may be delisted\n",
      "SINO\n",
      "3448/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SINO: No timezone found, symbol may be delisted\n",
      "SIR\n",
      "3449/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SITO\n",
      "3450/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SITO: No timezone found, symbol may be delisted\n",
      "SIX\n",
      "3451/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SKM\n",
      "3452/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SKOR\n",
      "3453/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SKX\n",
      "3454/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SKYY\n",
      "3455/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLAB\n",
      "3456/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLCT\n",
      "3457/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SLCT: No timezone found, symbol may be delisted\n",
      "SLD\n",
      "3458/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SLD: No data found for this date range, symbol may be delisted\n",
      "SLF\n",
      "3459/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLG\n",
      "3460/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLGN\n",
      "3461/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLIM\n",
      "3462/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLMBP\n",
      "3463/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLNO\n",
      "3464/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLP\n",
      "3465/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLQD\n",
      "3466/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLRC\n",
      "3467/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLS\n",
      "3468/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SLVO\n",
      "3469/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMBK\n",
      "3470/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SMBK: Data doesn't exist for startDate = 1048050000, endDate = 1052366400\n",
      "SMCI\n",
      "3471/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMCP\n",
      "3472/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMED\n",
      "3473/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SMED: No timezone found, symbol may be delisted\n",
      "SMFG\n",
      "3474/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SMFG: Data doesn't exist for startDate = 937195200, endDate = 941518800\n",
      "SMHI\n",
      "3475/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMI\n",
      "3476/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SMI: Data doesn't exist for startDate = 1079499600, endDate = 1083816000\n",
      "SMM\n",
      "3477/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMMF\n",
      "3478/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SMPL\n",
      "3479/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SMPL: Data doesn't exist for startDate = 1473912000, endDate = 1478232000\n",
      "SMTX\n",
      "3480/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SMTX: No timezone found, symbol may be delisted\n",
      "SN\n",
      "3481/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SN: No timezone found, symbol may be delisted\n",
      "SNCR\n",
      "3482/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNDE\n",
      "3483/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNDE: No timezone found, symbol may be delisted\n",
      "SNH\n",
      "3484/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNH: No timezone found, symbol may be delisted\n",
      "SNHY\n",
      "3485/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNHY: No timezone found, symbol may be delisted\n",
      "SNLN\n",
      "3486/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNMX\n",
      "3487/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNN\n",
      "3488/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNP\n",
      "3489/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNP: No timezone found, symbol may be delisted\n",
      "SNR\n",
      "3490/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNR: No timezone found, symbol may be delisted\n",
      "SNSR\n",
      "3491/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNSS\n",
      "3492/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SNSS: No timezone found, symbol may be delisted\n",
      "SNX\n",
      "3493/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SNY\n",
      "3494/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOCL\n",
      "3495/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SODA\n",
      "3496/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOFO\n",
      "3497/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOHO\n",
      "3498/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOHOB\n",
      "3499/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOHOO\n",
      "3500/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOHU\n",
      "3501/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SOL\n",
      "3502/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SONA\n",
      "3503/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SONA: No timezone found, symbol may be delisted\n",
      "SOR\n",
      "3504/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SORL\n",
      "3505/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SORL: No timezone found, symbol may be delisted\n",
      "SOXX\n",
      "3506/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SP\n",
      "3507/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPCB\n",
      "3508/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPH\n",
      "3509/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPI\n",
      "3510/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SPI: Data doesn't exist for startDate = 1190692800, endDate = 1195016400\n",
      "SPIL\n",
      "3511/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPLP\n",
      "3512/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SPLP: Data doesn't exist for startDate = 1303185600, endDate = 1307505600\n",
      "SPNE\n",
      "3513/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPOK\n",
      "3514/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPPI\n",
      "3515/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPR\n",
      "3516/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPRT\n",
      "3517/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SPRT: No timezone found, symbol may be delisted\n",
      "SPTN\n",
      "3518/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPWR\n",
      "3519/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SPXX\n",
      "3520/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SQBG\n",
      "3521/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SQBG: No timezone found, symbol may be delisted\n",
      "SQQQ\n",
      "3522/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRAX\n",
      "3523/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRCL\n",
      "3524/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRCLP\n",
      "3525/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SRCLP: No timezone found, symbol may be delisted\n",
      "SRDX\n",
      "3526/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRET\n",
      "3527/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRF\n",
      "3528/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SRF: No timezone found, symbol may be delisted\n",
      "SRG\n",
      "3529/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRI\n",
      "3530/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRNE\n",
      "3531/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SRNE: Data doesn't exist for startDate = 1169701200, endDate = 1174017600\n",
      "SRPT\n",
      "3532/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRRA\n",
      "3533/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SRRA: No timezone found, symbol may be delisted\n",
      "SRT\n",
      "3534/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRTS\n",
      "3535/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SRV\n",
      "3536/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SSBI\n",
      "3537/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SSI\n",
      "3538/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SSI: No timezone found, symbol may be delisted\n",
      "SSKN\n",
      "3539/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SSNT\n",
      "3540/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SSNT: Data doesn't exist for startDate = 1078462800, endDate = 1082779200\n",
      "SSW\n",
      "3541/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SSW: No timezone found, symbol may be delisted\n",
      "STAF\n",
      "3542/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STAG\n",
      "3543/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STB\n",
      "3544/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STB: No timezone found, symbol may be delisted\n",
      "STBZ\n",
      "3545/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STDY\n",
      "3546/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STK\n",
      "3547/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STKS\n",
      "3548/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STKS: Data doesn't exist for startDate = 1381982400, endDate = 1386306000\n",
      "STL\n",
      "3549/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STL: No timezone found, symbol may be delisted\n",
      "STLD\n",
      "3550/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STLR\n",
      "3551/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STLR: No timezone found, symbol may be delisted\n",
      "STLRU\n",
      "3552/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STMP\n",
      "3553/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STMP: No timezone found, symbol may be delisted\n",
      "STN\n",
      "3554/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STNLU\n",
      "3555/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STNLU: No timezone found, symbol may be delisted\n",
      "STO\n",
      "3556/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STO: No data found for this date range, symbol may be delisted\n",
      "STON\n",
      "3557/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- STON: No timezone found, symbol may be delisted\n",
      "STPP\n",
      "3558/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STRA\n",
      "3559/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STRM\n",
      "3560/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STWD\n",
      "3561/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "STX\n",
      "3562/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SUMR\n",
      "3563/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SUMR: No timezone found, symbol may be delisted\n",
      "SUN\n",
      "3564/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SUNS\n",
      "3565/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SUNS: No timezone found, symbol may be delisted\n",
      "SUNW\n",
      "3566/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SUNW: Data doesn't exist for startDate = 1138942800, endDate = 1143262800\n",
      "SVA\n",
      "3567/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SVBI\n",
      "3568/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SVBI: No timezone found, symbol may be delisted\n",
      "SVVC\n",
      "3569/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SWIR\n",
      "3570/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SWP\n",
      "3571/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SWP: No timezone found, symbol may be delisted\n",
      "SXE\n",
      "3572/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SXE: No timezone found, symbol may be delisted\n",
      "SYKE\n",
      "3573/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SYKE: No timezone found, symbol may be delisted\n",
      "SYNA\n",
      "3574/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SYNH\n",
      "3575/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SYNT\n",
      "3576/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "SZC\n",
      "3577/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- SZC: No timezone found, symbol may be delisted\n",
      "TA\n",
      "3578/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TAC\n",
      "3579/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TAC: Data doesn't exist for startDate = 835588800, endDate = 839908800\n",
      "TACO\n",
      "3580/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TACT\n",
      "3581/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TAHO\n",
      "3582/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TAHO: No timezone found, symbol may be delisted\n",
      "TAL\n",
      "3583/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TAPR\n",
      "3584/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TAST\n",
      "3585/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TAX\n",
      "3586/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TAX: No timezone found, symbol may be delisted\n",
      "TBBK\n",
      "3587/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBNK\n",
      "3588/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TBPH\n",
      "3589/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TCAP\n",
      "3590/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TCAP: Data doesn't exist for startDate = 1171515600, endDate = 1175832000\n",
      "TCBI\n",
      "3591/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TCBIP\n",
      "3592/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TCBIP: No timezone found, symbol may be delisted\n",
      "TCFC\n",
      "3593/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TCFC: Data doesn't exist for startDate = 1010466000, endDate = 1014786000\n",
      "TCGP\n",
      "3594/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TCGP: No timezone found, symbol may be delisted\n",
      "TCP\n",
      "3595/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TCP: No timezone found, symbol may be delisted\n",
      "TCPC\n",
      "3596/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TCRD\n",
      "3597/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TCRD: No timezone found, symbol may be delisted\n",
      "TCX\n",
      "3598/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TD\n",
      "3599/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TDC\n",
      "3600/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TDF\n",
      "3601/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TDG\n",
      "3602/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TDIV\n",
      "3603/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TDY\n",
      "3604/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TEGP\n",
      "3605/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TEGP: No data found for this date range, symbol may be delisted\n",
      "TEI\n",
      "3606/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TEL\n",
      "3607/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TEP\n",
      "3608/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TFSL\n",
      "3609/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TGH\n",
      "3610/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TGI\n",
      "3611/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TGLS\n",
      "3612/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TGP\n",
      "3613/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TGP: No timezone found, symbol may be delisted\n",
      "THQ\n",
      "3614/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "THS\n",
      "3615/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "THW\n",
      "3616/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TIBR\n",
      "3617/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIBR: No timezone found, symbol may be delisted\n",
      "TIBRU\n",
      "3618/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIBRU: No timezone found, symbol may be delisted\n",
      "TIER\n",
      "3619/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIER: No timezone found, symbol may be delisted\n",
      "TIG\n",
      "3620/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIG: Data doesn't exist for startDate = 1481778000, endDate = 1486098000\n",
      "TIL\n",
      "3621/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIL: Data doesn't exist for startDate = 1400558400, endDate = 1404878400\n",
      "TIPT\n",
      "3622/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIPT: Data doesn't exist for startDate = 1182484800, endDate = 1186804800\n",
      "TISA\n",
      "3623/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TISA: No timezone found, symbol may be delisted\n",
      "TITN\n",
      "3624/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TIVO\n",
      "3625/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TIVO: No timezone found, symbol may be delisted\n",
      "TKC\n",
      "3626/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TLP\n",
      "3627/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TLP: No timezone found, symbol may be delisted\n",
      "TLRA\n",
      "3628/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TLRA: No timezone found, symbol may be delisted\n",
      "TLT\n",
      "3629/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TMSR\n",
      "3630/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TMSR: No timezone found, symbol may be delisted\n",
      "TMST\n",
      "3631/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TMUS\n",
      "3632/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TNK\n",
      "3633/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TNP\n",
      "3634/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TNTR\n",
      "3635/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TNTR: No timezone found, symbol may be delisted\n",
      "TNXP\n",
      "3636/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TNXP: Data doesn't exist for startDate = 1328245200, endDate = 1332561600\n",
      "TOO\n",
      "3637/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TOO: No timezone found, symbol may be delisted\n",
      "TOPS\n",
      "3638/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TOWN\n",
      "3639/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TPGE\n",
      "3640/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TPGE: No data found for this date range, symbol may be delisted\n",
      "TPGH\n",
      "3641/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TPGH: No timezone found, symbol may be delisted\n",
      "TPRE\n",
      "3642/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TPRE: No timezone found, symbol may be delisted\n",
      "TPVG\n",
      "3643/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TPX\n",
      "3644/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TPZ\n",
      "3645/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TQQQ\n",
      "3646/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRCB\n",
      "3647/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRCB: No timezone found, symbol may be delisted\n",
      "TRCH\n",
      "3648/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRCH: No timezone found, symbol may be delisted\n",
      "TRCO\n",
      "3649/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRCO: No timezone found, symbol may be delisted\n",
      "TREE\n",
      "3650/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TREX\n",
      "3651/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRIL\n",
      "3652/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRIL: No timezone found, symbol may be delisted\n",
      "TRIP\n",
      "3653/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRMD\n",
      "3654/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRMD: Data doesn't exist for startDate = 1380859200, endDate = 1385182800\n",
      "TRNC\n",
      "3655/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRNC: No data found for this date range, symbol may be delisted\n",
      "TROV\n",
      "3656/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TROV: No timezone found, symbol may be delisted\n",
      "TROX\n",
      "3657/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRQ\n",
      "3658/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRS\n",
      "3659/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRTLU\n",
      "3660/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TRTLU: No timezone found, symbol may be delisted\n",
      "TRTN\n",
      "3661/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TRTX\n",
      "3662/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TS\n",
      "3663/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TSBK\n",
      "3664/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TSCAP\n",
      "3665/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TSCAP: No timezone found, symbol may be delisted\n",
      "TSG\n",
      "3666/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TSG: No timezone found, symbol may be delisted\n",
      "TSLF\n",
      "3667/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TSLF: No timezone found, symbol may be delisted\n",
      "TSLX\n",
      "3668/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TSM\n",
      "3669/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TSRO\n",
      "3670/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TST\n",
      "3671/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TST: No timezone found, symbol may be delisted\n",
      "TSU\n",
      "3672/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TSU: No timezone found, symbol may be delisted\n",
      "TTEC\n",
      "3673/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTGT\n",
      "3674/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTM\n",
      "3675/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTMI\n",
      "3676/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTNP\n",
      "3677/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTP\n",
      "3678/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TTS\n",
      "3679/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TTS: No timezone found, symbol may be delisted\n",
      "TTWO\n",
      "3680/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TU\n",
      "3681/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TUES\n",
      "3682/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TUES: No timezone found, symbol may be delisted\n",
      "TUP\n",
      "3683/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TUR\n",
      "3684/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TUSA\n",
      "3685/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TUSA: Data doesn't exist for startDate = 1165294800, endDate = 1169614800\n",
      "TVIX\n",
      "3686/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TVIZ\n",
      "3687/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TVIZ: No data found for this date range, symbol may be delisted\n",
      "TWNK\n",
      "3688/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TWO\n",
      "3689/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TWO: Data doesn't exist for startDate = 1197435600, endDate = 1201755600\n",
      "TX\n",
      "3690/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TXMD\n",
      "3691/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TXMD: Data doesn't exist for startDate = 1071118800, endDate = 1075438800\n",
      "TXRH\n",
      "3692/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TYG\n",
      "3693/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "TYME\n",
      "3694/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TYME: No timezone found, symbol may be delisted\n",
      "TYPE\n",
      "3695/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- TYPE: No timezone found, symbol may be delisted\n",
      "TZOO\n",
      "3696/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UA\n",
      "3697/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UA: Data doesn't exist for startDate = 1132290000, endDate = 1136610000\n",
      "UAE\n",
      "3698/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UAL\n",
      "3699/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UBA\n",
      "3700/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UBFO\n",
      "3701/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UBFO: Data doesn't exist for startDate = 829886400, endDate = 834206400\n",
      "UBIO\n",
      "3702/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UBNK\n",
      "3703/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UBNK: No timezone found, symbol may be delisted\n",
      "UBOH\n",
      "3704/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UBS\n",
      "3705/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UCBA\n",
      "3706/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UCBI\n",
      "3707/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UCBI: Data doesn't exist for startDate = 864187200, endDate = 868507200\n",
      "UCFC\n",
      "3708/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UCFC: No timezone found, symbol may be delisted\n",
      "UCTT\n",
      "3709/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UDBI\n",
      "3710/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UDBI: No timezone found, symbol may be delisted\n",
      "UE\n",
      "3711/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UEPS\n",
      "3712/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UEPS: No timezone found, symbol may be delisted\n",
      "UGLD\n",
      "3713/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UGP\n",
      "3714/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UIHC\n",
      "3715/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ULH\n",
      "3716/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ULTA\n",
      "3717/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ULTI\n",
      "3718/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ULTI: No timezone found, symbol may be delisted\n",
      "UMC\n",
      "3719/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UMPQ\n",
      "3720/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UMPQ: Data doesn't exist for startDate = 850885200, endDate = 855205200\n",
      "UNB\n",
      "3721/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UNFI\n",
      "3722/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UNIT\n",
      "3723/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UPS\n",
      "3724/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "URI\n",
      "3725/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "USAT\n",
      "3726/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- USAT: No timezone found, symbol may be delisted\n",
      "USATP\n",
      "3727/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- USATP: No timezone found, symbol may be delisted\n",
      "USCR\n",
      "3728/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- USCR: No timezone found, symbol may be delisted\n",
      "USLB\n",
      "3729/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "USLV\n",
      "3730/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UTF\n",
      "3731/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UTF: Data doesn't exist for startDate = 1075266000, endDate = 1079586000\n",
      "UTHR\n",
      "3732/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UTI\n",
      "3733/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UTSI\n",
      "3734/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "UVSP\n",
      "3735/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- UVSP: Data doesn't exist for startDate = 852094800, endDate = 856414800\n",
      "V\n",
      "3736/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VAC\n",
      "3737/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VALE\n",
      "3738/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VALX\n",
      "3739/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VBFC\n",
      "3740/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VBIV\n",
      "3741/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VBIV: Data doesn't exist for startDate = 1031112000, endDate = 1035432000\n",
      "VBND\n",
      "3742/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VC\n",
      "3743/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCEL\n",
      "3744/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCIT\n",
      "3745/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCLT\n",
      "3746/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VCSH\n",
      "3747/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VDSI\n",
      "3748/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VDSI: No data found for this date range, symbol may be delisted\n",
      "VEAC\n",
      "3749/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VEAC: No timezone found, symbol may be delisted\n",
      "VEACU\n",
      "3750/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VEACU: No timezone found, symbol may be delisted\n",
      "VEC\n",
      "3751/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VEC: No timezone found, symbol may be delisted\n",
      "VEDL\n",
      "3752/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VEDL: No timezone found, symbol may be delisted\n",
      "VEON\n",
      "3753/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VER\n",
      "3754/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VER: No timezone found, symbol may be delisted\n",
      "VET\n",
      "3755/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VET: Data doesn't exist for startDate = 1252382400, endDate = 1256702400\n",
      "VG\n",
      "3756/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VG: No timezone found, symbol may be delisted\n",
      "VGI\n",
      "3757/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VGIT\n",
      "3758/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VGLT\n",
      "3759/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VGSH\n",
      "3760/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIA\n",
      "3761/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VIA: Data doesn't exist for startDate = 1133758800, endDate = 1138078800\n",
      "VIAB\n",
      "3762/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VIAB: No timezone found, symbol may be delisted\n",
      "VIDI\n",
      "3763/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIGI\n",
      "3764/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIIX\n",
      "3765/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIIZ\n",
      "3766/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VIV\n",
      "3767/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VLO\n",
      "3768/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VLP\n",
      "3769/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VMBS\n",
      "3770/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VMW\n",
      "3771/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VNDA\n",
      "3772/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VNQI\n",
      "3773/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VONE\n",
      "3774/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VONG\n",
      "3775/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VONV\n",
      "3776/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VPG\n",
      "3777/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VR\n",
      "3778/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VR: Data doesn't exist for startDate = 1185336000, endDate = 1189656000\n",
      "VRAY\n",
      "3779/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VREX\n",
      "3780/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRML\n",
      "3781/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VRML: No timezone found, symbol may be delisted\n",
      "VRNT\n",
      "3782/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRS\n",
      "3783/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VRS: No timezone found, symbol may be delisted\n",
      "VRSK\n",
      "3784/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRSN\n",
      "3785/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRTS\n",
      "3786/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VRTSP\n",
      "3787/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VRTSP: No timezone found, symbol may be delisted\n",
      "VRTU\n",
      "3788/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VRTU: No timezone found, symbol may be delisted\n",
      "VRTV\n",
      "3789/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VSAR\n",
      "3790/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VSAR: No data found for this date range, symbol may be delisted\n",
      "VSAT\n",
      "3791/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VSI\n",
      "3792/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VSI: No timezone found, symbol may be delisted\n",
      "VSM\n",
      "3793/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VSM: No timezone found, symbol may be delisted\n",
      "VSTO\n",
      "3794/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTA\n",
      "3795/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VTA: No timezone found, symbol may be delisted\n",
      "VTGN\n",
      "3796/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTHR\n",
      "3797/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTIP\n",
      "3798/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTL\n",
      "3799/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VTL: No timezone found, symbol may be delisted\n",
      "VTNR\n",
      "3800/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTSI\n",
      "3801/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- VTSI: Data doesn't exist for startDate = 917845200, endDate = 922165200\n",
      "VTWG\n",
      "3802/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTWO\n",
      "3803/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VTWV\n",
      "3804/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VUSE\n",
      "3805/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VUZI\n",
      "3806/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VVC\n",
      "3807/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VVPR\n",
      "3808/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VWOB\n",
      "3809/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VXUS\n",
      "3810/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VYMI\n",
      "3811/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "VZA\n",
      "3812/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WAL\n",
      "3813/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WBC\n",
      "3814/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WBC: No timezone found, symbol may be delisted\n",
      "WBT\n",
      "3815/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WBT: No timezone found, symbol may be delisted\n",
      "WCC\n",
      "3816/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WCG\n",
      "3817/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WCG: No timezone found, symbol may be delisted\n",
      "WCN\n",
      "3818/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WDR\n",
      "3819/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WDR: No timezone found, symbol may be delisted\n",
      "WEB\n",
      "3820/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WEBK\n",
      "3821/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WEBK: No timezone found, symbol may be delisted\n",
      "WES\n",
      "3822/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WES: Data doesn't exist for startDate = 1210305600, endDate = 1214625600\n",
      "WEX\n",
      "3823/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WF\n",
      "3824/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WGP\n",
      "3825/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WGP: No timezone found, symbol may be delisted\n",
      "WHF\n",
      "3826/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WHG\n",
      "3827/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WHLM\n",
      "3828/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WHLRD\n",
      "3829/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WHLRD: Data doesn't exist for startDate = 1474430400, endDate = 1478754000\n",
      "WHLRP\n",
      "3830/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WHLRP: Data doesn't exist for startDate = 1398830400, endDate = 1403150400\n",
      "WIA\n",
      "3831/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WILC\n",
      "3832/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WIN\n",
      "3833/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WIN: No timezone found, symbol may be delisted\n",
      "WINS\n",
      "3834/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WINS: No timezone found, symbol may be delisted\n",
      "WIT\n",
      "3835/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WIW\n",
      "3836/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WKHS\n",
      "3837/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WLDN\n",
      "3838/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WLFC\n",
      "3839/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WLK\n",
      "3840/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WLL\n",
      "3841/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WLL: No timezone found, symbol may be delisted\n",
      "WLTW\n",
      "3842/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WLTW: No timezone found, symbol may be delisted\n",
      "WMC\n",
      "3843/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WMGI\n",
      "3844/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WMGI: No timezone found, symbol may be delisted\n",
      "WMIH\n",
      "3845/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WMIH: No data found for this date range, symbol may be delisted\n",
      "WMLP\n",
      "3846/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WMLP: No data found for this date range, symbol may be delisted\n",
      "WNS\n",
      "3847/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WOOD\n",
      "3848/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WP\n",
      "3849/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WP: No timezone found, symbol may be delisted\n",
      "WPC\n",
      "3850/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WPG\n",
      "3851/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WPG: No timezone found, symbol may be delisted\n",
      "WPRT\n",
      "3852/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WPRT: Data doesn't exist for startDate = 1028865600, endDate = 1033185600\n",
      "WPX\n",
      "3853/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WPX: No timezone found, symbol may be delisted\n",
      "WPXP\n",
      "3854/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WPXP: No timezone found, symbol may be delisted\n",
      "WPZ\n",
      "3855/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WRD\n",
      "3856/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WRLS\n",
      "3857/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WRLS: No timezone found, symbol may be delisted\n",
      "WRLSU\n",
      "3858/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WRLSU: No timezone found, symbol may be delisted\n",
      "WSBF\n",
      "3859/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WSC\n",
      "3860/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WSC: Data doesn't exist for startDate = 1311652800, endDate = 1315972800\n",
      "WTFC\n",
      "3861/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WTFC: Data doesn't exist for startDate = 843451200, endDate = 847774800\n",
      "WTFCM\n",
      "3862/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WTI\n",
      "3863/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WTW\n",
      "3864/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WU\n",
      "3865/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WVVIP\n",
      "3866/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WVVIP: Data doesn't exist for startDate = 1446786000, endDate = 1451106000\n",
      "WWD\n",
      "3867/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WWE\n",
      "3868/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "WYN\n",
      "3869/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- WYN: No data found for this date range, symbol may be delisted\n",
      "WYNN\n",
      "3870/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XBIO\n",
      "3871/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XBIO: Data doesn't exist for startDate = 1381464000, endDate = 1385787600\n",
      "XEC\n",
      "3872/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XEC: No timezone found, symbol may be delisted\n",
      "XELA\n",
      "3873/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XELA: Data doesn't exist for startDate = 1382068800, endDate = 1386392400\n",
      "XFLT\n",
      "3874/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XGTI\n",
      "3875/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XGTI: No timezone found, symbol may be delisted\n",
      "XHR\n",
      "3876/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XIN\n",
      "3877/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XOXO\n",
      "3878/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XPLR\n",
      "3879/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XPO\n",
      "3880/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XPO: Data doesn't exist for startDate = 1027656000, endDate = 1031976000\n",
      "XRM\n",
      "3881/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XSPA\n",
      "3882/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- XSPA: No timezone found, symbol may be delisted\n",
      "XT\n",
      "3883/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XTLB\n",
      "3884/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "XYL\n",
      "3885/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YDIV\n",
      "3886/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YECO\n",
      "3887/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YGE\n",
      "3888/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- YGE: No data found for this date range, symbol may be delisted\n",
      "YGYI\n",
      "3889/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YLCO\n",
      "3890/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YRIV\n",
      "3891/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YTRA\n",
      "3892/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- YTRA: Data doesn't exist for startDate = 1412308800, endDate = 1416632400\n",
      "YUM\n",
      "3893/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "YUMC\n",
      "3894/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZAGG\n",
      "3895/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZAGG: No timezone found, symbol may be delisted\n",
      "ZAIS\n",
      "3896/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZBH\n",
      "3897/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZBIO\n",
      "3898/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZG\n",
      "3899/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZIOP\n",
      "3900/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZIOP: No timezone found, symbol may be delisted\n",
      "ZIV\n",
      "3901/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZN\n",
      "3902/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZN: No timezone found, symbol may be delisted\n",
      "ZNH\n",
      "3903/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZOES\n",
      "3904/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZUMZ\n",
      "3905/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "ZX\n",
      "3906/3906\n",
      "[*********************100%***********************]  1 of 1 completed\n",
      "\n",
      "1 Failed download:\n",
      "- ZX: No data found for this date range, symbol may be delisted\n"
     ]
    },
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>employees</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>Name</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>sector</th>\n",
       "      <th>IPO_weekday</th>\n",
       "      <th>firstday_volume</th>\n",
       "      <th>inweek_volume</th>\n",
       "      <th>Y_Open_Price</th>\n",
       "      <th>Y_Close_Price_0</th>\n",
       "      <th>Y_Close_Price_6</th>\n",
       "      <th>Y_Close_Price_29</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>128.000000</td>\n",
       "      <td>57.460211</td>\n",
       "      <td>ANDATEE CHINA MARINE FUEL SERVICES CORP</td>\n",
       "      <td>AMCF</td>\n",
       "      <td>2010-01-26</td>\n",
       "      <td>Energy</td>\n",
       "      <td>1</td>\n",
       "      <td>955563.0</td>\n",
       "      <td>5.878947e+06</td>\n",
       "      <td>6.500000</td>\n",
       "      <td>5.770000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>7.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>CHESAPEAKE LODGING TRUST</td>\n",
       "      <td>CHSP</td>\n",
       "      <td>2010-01-22</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>4</td>\n",
       "      <td>3492458.0</td>\n",
       "      <td>6.008493e+05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>1486.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>GENERAC HOLDINGS INC.</td>\n",
       "      <td>GNRC</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "      <td>16892087.0</td>\n",
       "      <td>2.179334e+06</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>8.460629</td>\n",
       "      <td>8.625361</td>\n",
       "      <td>9.897091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>568.000000</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "      <td>5372077.0</td>\n",
       "      <td>3.362175e+06</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>13.600000</td>\n",
       "      <td>16.049999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4515261.0</td>\n",
       "      <td>7.616977e+05</td>\n",
       "      <td>18.750000</td>\n",
       "      <td>13.649583</td>\n",
       "      <td>13.722767</td>\n",
       "      <td>14.227772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3901</th>\n",
       "      <td>3749</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>Zion Oil &amp; Gas Inc</td>\n",
       "      <td>ZN</td>\n",
       "      <td>2007-01-03</td>\n",
       "      <td>Energy</td>\n",
       "      <td>2</td>\n",
       "      <td>26300.0</td>\n",
       "      <td>2.030277e+05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3902</th>\n",
       "      <td>3751</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>China Southern Airlines Company Limited</td>\n",
       "      <td>ZNH</td>\n",
       "      <td>1997-07-30</td>\n",
       "      <td>Transportation</td>\n",
       "      <td>2</td>\n",
       "      <td>4703100.0</td>\n",
       "      <td>2.527164e+06</td>\n",
       "      <td>20.666668</td>\n",
       "      <td>18.693287</td>\n",
       "      <td>19.138365</td>\n",
       "      <td>17.951492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3903</th>\n",
       "      <td>3752</td>\n",
       "      <td>5473.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>Zoe&amp;#39;s Kitchen, Inc.</td>\n",
       "      <td>ZOES</td>\n",
       "      <td>2014-04-11</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>5765164.0</td>\n",
       "      <td>2.644819e+06</td>\n",
       "      <td>25.612000</td>\n",
       "      <td>24.719999</td>\n",
       "      <td>26.299999</td>\n",
       "      <td>28.830000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3904</th>\n",
       "      <td>3757</td>\n",
       "      <td>8900.000000</td>\n",
       "      <td>57.000000</td>\n",
       "      <td>Zumiez Inc.</td>\n",
       "      <td>ZUMZ</td>\n",
       "      <td>2005-05-06</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>6793424.0</td>\n",
       "      <td>1.955122e+06</td>\n",
       "      <td>10.440000</td>\n",
       "      <td>12.435000</td>\n",
       "      <td>11.580000</td>\n",
       "      <td>15.125000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3905</th>\n",
       "      <td>3759</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>China Zenix Auto International Limited</td>\n",
       "      <td>ZX</td>\n",
       "      <td>2011-05-12</td>\n",
       "      <td>Capital Goods</td>\n",
       "      <td>3</td>\n",
       "      <td>4987284.0</td>\n",
       "      <td>8.667534e+06</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3906 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index    employees    CEO_age                                     Name  \\\n",
       "0         0   128.000000  57.460211  ANDATEE CHINA MARINE FUEL SERVICES CORP   \n",
       "1         1     3.000000  60.000000                 CHESAPEAKE LODGING TRUST   \n",
       "2         2  1486.000000  50.000000                    GENERAC HOLDINGS INC.   \n",
       "3         3   568.000000  62.000000                          QUINSTREET, INC   \n",
       "4         4     6.000000  61.000000                      TERRENO REALTY CORP   \n",
       "...     ...          ...        ...                                      ...   \n",
       "3901   3749    28.000000  50.000000                       Zion Oil & Gas Inc   \n",
       "3902   3751  7447.262841  54.787097  China Southern Airlines Company Limited   \n",
       "3903   3752  5473.000000  49.000000                  Zoe&#39;s Kitchen, Inc.   \n",
       "3904   3757  8900.000000  57.000000                              Zumiez Inc.   \n",
       "3905   3759     0.000000  47.000000   China Zenix Auto International Limited   \n",
       "\n",
       "     Symbol     ipoDate             sector  IPO_weekday  firstday_volume  \\\n",
       "0      AMCF  2010-01-26             Energy            1         955563.0   \n",
       "1      CHSP  2010-01-22        Real Estate            4        3492458.0   \n",
       "2      GNRC  2010-02-11        Industrials            3       16892087.0   \n",
       "3      QNST  2010-02-11         Technology            3        5372077.0   \n",
       "4      TRNO  2010-02-10        Real Estate            2        4515261.0   \n",
       "...     ...         ...                ...          ...              ...   \n",
       "3901     ZN  2007-01-03             Energy            2          26300.0   \n",
       "3902    ZNH  1997-07-30     Transportation            2        4703100.0   \n",
       "3903   ZOES  2014-04-11  Consumer Services            4        5765164.0   \n",
       "3904   ZUMZ  2005-05-06  Consumer Services            4        6793424.0   \n",
       "3905     ZX  2011-05-12      Capital Goods            3        4987284.0   \n",
       "\n",
       "      inweek_volume  Y_Open_Price  Y_Close_Price_0  Y_Close_Price_6  \\\n",
       "0      5.878947e+06      6.500000         5.770000         6.000000   \n",
       "1      6.008493e+05           NaN              NaN              NaN   \n",
       "2      2.179334e+06     13.000000         8.460629         8.625361   \n",
       "3      3.362175e+06     15.000000        15.000000        13.600000   \n",
       "4      7.616977e+05     18.750000        13.649583        13.722767   \n",
       "...             ...           ...              ...              ...   \n",
       "3901   2.030277e+05           NaN              NaN              NaN   \n",
       "3902   2.527164e+06     20.666668        18.693287        19.138365   \n",
       "3903   2.644819e+06     25.612000        24.719999        26.299999   \n",
       "3904   1.955122e+06     10.440000        12.435000        11.580000   \n",
       "3905   8.667534e+06           NaN              NaN              NaN   \n",
       "\n",
       "      Y_Close_Price_29  \n",
       "0             7.500000  \n",
       "1                  NaN  \n",
       "2             9.897091  \n",
       "3            16.049999  \n",
       "4            14.227772  \n",
       "...                ...  \n",
       "3901               NaN  \n",
       "3902         17.951492  \n",
       "3903         28.830000  \n",
       "3904         15.125000  \n",
       "3905               NaN  \n",
       "\n",
       "[3906 rows x 14 columns]"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Pulling accurate prices from yahoo finance\n",
    "from datetime import timedelta\n",
    "counter = 0\n",
    "\n",
    "def getPrices(Symbol, Date):\n",
    "    print(Symbol)\n",
    "    #Counter gets increased by 1 for every function call and outputs our progress\n",
    "    getPrices.counter += 1\n",
    "    print(str(getPrices.counter) + '/' + '3906')\n",
    "    \n",
    "    ipo_date = pd.to_datetime(Date, format = '%Y-%m-%d')\n",
    "    try:\n",
    "        data = yf.download(Symbol, ipo_date, ipo_date + timedelta(days = 50))\n",
    "    except:\n",
    "        return (np.NAN, np.NAN, np.NAN, np.NAN)\n",
    "    if data.shape[0] < 30:\n",
    "        return (np.NAN, np.NAN, np.NAN, np.NAN)\n",
    "\n",
    "    return (data['Open'][0], data['Adj Close'][0], data['Adj Close'][6], data['Adj Close'][29])\n",
    "\n",
    "#Initializing function counter\n",
    "getPrices.counter = 0\n",
    "\n",
    "df_master[['Y_Open_Price', 'Y_Close_Price_0', 'Y_Close_Price_6', 'Y_Close_Price_29']] = df_master.apply(lambda x: getPrices(x['Symbol'], x['ipoDate']), axis = 1, result_type='expand')\n",
    "df_master\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>employees</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>Name</th>\n",
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       "      <th>Y_Close_Price_6</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>128.000000</td>\n",
       "      <td>57.460211</td>\n",
       "      <td>ANDATEE CHINA MARINE FUEL SERVICES CORP</td>\n",
       "      <td>AMCF</td>\n",
       "      <td>2010-01-26</td>\n",
       "      <td>Energy</td>\n",
       "      <td>1</td>\n",
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       "      <td>6.500000</td>\n",
       "      <td>5.770000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>7.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>1486.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>GENERAC HOLDINGS INC.</td>\n",
       "      <td>GNRC</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "      <td>16892087.0</td>\n",
       "      <td>2.179334e+06</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>8.460629</td>\n",
       "      <td>8.625361</td>\n",
       "      <td>9.897091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>568.000000</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "      <td>5372077.0</td>\n",
       "      <td>3.362175e+06</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>13.600000</td>\n",
       "      <td>16.049999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4515261.0</td>\n",
       "      <td>7.616977e+05</td>\n",
       "      <td>18.750000</td>\n",
       "      <td>13.649583</td>\n",
       "      <td>13.722767</td>\n",
       "      <td>14.227772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>109.000000</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>PIEDMONT OFFICE REALTY TRUST, INC.</td>\n",
       "      <td>PDM</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4343012.0</td>\n",
       "      <td>3.551568e+06</td>\n",
       "      <td>14.750000</td>\n",
       "      <td>7.987287</td>\n",
       "      <td>9.149542</td>\n",
       "      <td>10.081815</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3895</th>\n",
       "      <td>3736</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>58.000000</td>\n",
       "      <td>ZAIS Group Holdings, Inc.</td>\n",
       "      <td>ZAIS</td>\n",
       "      <td>2013-03-22</td>\n",
       "      <td>Finance</td>\n",
       "      <td>4</td>\n",
       "      <td>1511224.0</td>\n",
       "      <td>3.912183e+05</td>\n",
       "      <td>10.020000</td>\n",
       "      <td>10.020000</td>\n",
       "      <td>10.020000</td>\n",
       "      <td>10.120000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3897</th>\n",
       "      <td>3739</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>ProShares UltraPro Short NASDAQ Biotechnology</td>\n",
       "      <td>ZBIO</td>\n",
       "      <td>2015-06-22</td>\n",
       "      <td>Other</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.593089e+05</td>\n",
       "      <td>41.900002</td>\n",
       "      <td>41.900002</td>\n",
       "      <td>44.299999</td>\n",
       "      <td>38.419998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3898</th>\n",
       "      <td>3743</td>\n",
       "      <td>3181.000000</td>\n",
       "      <td>41.000000</td>\n",
       "      <td>Zillow Group, Inc.</td>\n",
       "      <td>ZG</td>\n",
       "      <td>2011-07-20</td>\n",
       "      <td>Miscellaneous</td>\n",
       "      <td>2</td>\n",
       "      <td>17549817.0</td>\n",
       "      <td>6.998521e+06</td>\n",
       "      <td>17.776737</td>\n",
       "      <td>11.153726</td>\n",
       "      <td>10.570627</td>\n",
       "      <td>10.954163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3900</th>\n",
       "      <td>3746</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>Credit Suisse AG</td>\n",
       "      <td>ZIV</td>\n",
       "      <td>2010-11-29</td>\n",
       "      <td>Finance</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.145535e+04</td>\n",
       "      <td>12.298750</td>\n",
       "      <td>12.298750</td>\n",
       "      <td>13.318750</td>\n",
       "      <td>13.741250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3903</th>\n",
       "      <td>3752</td>\n",
       "      <td>5473.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>Zoe&amp;#39;s Kitchen, Inc.</td>\n",
       "      <td>ZOES</td>\n",
       "      <td>2014-04-11</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>5765164.0</td>\n",
       "      <td>2.644819e+06</td>\n",
       "      <td>25.612000</td>\n",
       "      <td>24.719999</td>\n",
       "      <td>26.299999</td>\n",
       "      <td>28.830000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1708 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index    employees    CEO_age  \\\n",
       "0         0   128.000000  57.460211   \n",
       "2         2  1486.000000  50.000000   \n",
       "3         3   568.000000  62.000000   \n",
       "4         4     6.000000  61.000000   \n",
       "5         5   109.000000  59.000000   \n",
       "...     ...          ...        ...   \n",
       "3895   3736    59.000000  58.000000   \n",
       "3897   3739  7447.262841  54.787097   \n",
       "3898   3743  3181.000000  41.000000   \n",
       "3900   3746  7447.262841  54.787097   \n",
       "3903   3752  5473.000000  49.000000   \n",
       "\n",
       "                                               Name Symbol     ipoDate  \\\n",
       "0           ANDATEE CHINA MARINE FUEL SERVICES CORP   AMCF  2010-01-26   \n",
       "2                             GENERAC HOLDINGS INC.   GNRC  2010-02-11   \n",
       "3                                   QUINSTREET, INC   QNST  2010-02-11   \n",
       "4                               TERRENO REALTY CORP   TRNO  2010-02-10   \n",
       "5                PIEDMONT OFFICE REALTY TRUST, INC.    PDM  2010-02-10   \n",
       "...                                             ...    ...         ...   \n",
       "3895                      ZAIS Group Holdings, Inc.   ZAIS  2013-03-22   \n",
       "3897  ProShares UltraPro Short NASDAQ Biotechnology   ZBIO  2015-06-22   \n",
       "3898                             Zillow Group, Inc.     ZG  2011-07-20   \n",
       "3900                               Credit Suisse AG    ZIV  2010-11-29   \n",
       "3903                        Zoe&#39;s Kitchen, Inc.   ZOES  2014-04-11   \n",
       "\n",
       "                 sector  IPO_weekday  firstday_volume  inweek_volume  \\\n",
       "0                Energy            1         955563.0   5.878947e+06   \n",
       "2           Industrials            3       16892087.0   2.179334e+06   \n",
       "3            Technology            3        5372077.0   3.362175e+06   \n",
       "4           Real Estate            2        4515261.0   7.616977e+05   \n",
       "5           Real Estate            2        4343012.0   3.551568e+06   \n",
       "...                 ...          ...              ...            ...   \n",
       "3895            Finance            4        1511224.0   3.912183e+05   \n",
       "3897              Other            0              0.0   1.593089e+05   \n",
       "3898      Miscellaneous            2       17549817.0   6.998521e+06   \n",
       "3900            Finance            0              0.0   7.145535e+04   \n",
       "3903  Consumer Services            4        5765164.0   2.644819e+06   \n",
       "\n",
       "      Y_Open_Price  Y_Close_Price_0  Y_Close_Price_6  Y_Close_Price_29  \n",
       "0         6.500000         5.770000         6.000000          7.500000  \n",
       "2        13.000000         8.460629         8.625361          9.897091  \n",
       "3        15.000000        15.000000        13.600000         16.049999  \n",
       "4        18.750000        13.649583        13.722767         14.227772  \n",
       "5        14.750000         7.987287         9.149542         10.081815  \n",
       "...            ...              ...              ...               ...  \n",
       "3895     10.020000        10.020000        10.020000         10.120000  \n",
       "3897     41.900002        41.900002        44.299999         38.419998  \n",
       "3898     17.776737        11.153726        10.570627         10.954163  \n",
       "3900     12.298750        12.298750        13.318750         13.741250  \n",
       "3903     25.612000        24.719999        26.299999         28.830000  \n",
       "\n",
       "[1708 rows x 14 columns]"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Filtering out any pre 2006 IPOs (due to twitter founding date) and NA prices on Yahoo Finance\n",
    "df_master = df_master.loc[(~df_master.Y_Open_Price.isna()) & (pd.to_datetime(df_master.ipoDate) >= pd.to_datetime('2006-01-01'))]\n",
    "df_master\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/gm/ndtw23hd4g508cgk1jbt_b640000gn/T/ipykernel_17792/3927591110.py:2: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_master['intra_day_up'] = df_master.apply(lambda x: int(x['Y_Close_Price_0'] < x['Y_Open_Price']), axis = 1)\n",
      "/var/folders/gm/ndtw23hd4g508cgk1jbt_b640000gn/T/ipykernel_17792/3927591110.py:3: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_master['intra_week_up'] = df_master.apply(lambda x: int(x['Y_Close_Price_6'] < x['Y_Open_Price']), axis = 1)\n",
      "/var/folders/gm/ndtw23hd4g508cgk1jbt_b640000gn/T/ipykernel_17792/3927591110.py:4: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_master['intra_month_up'] = df_master.apply(lambda x: int(x['Y_Close_Price_29'] < x['Y_Open_Price']), axis = 1)\n",
      "/var/folders/gm/ndtw23hd4g508cgk1jbt_b640000gn/T/ipykernel_17792/3927591110.py:5: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_master.drop(columns= ['Y_Close_Price_0', 'Y_Close_Price_6', 'Y_Close_Price_29'], inplace= True)\n"
     ]
    },
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>employees</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>Name</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>sector</th>\n",
       "      <th>IPO_weekday</th>\n",
       "      <th>firstday_volume</th>\n",
       "      <th>inweek_volume</th>\n",
       "      <th>Y_Open_Price</th>\n",
       "      <th>intra_day_up</th>\n",
       "      <th>intra_week_up</th>\n",
       "      <th>intra_month_up</th>\n",
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       "  </thead>\n",
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       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>128.000000</td>\n",
       "      <td>57.460211</td>\n",
       "      <td>ANDATEE CHINA MARINE FUEL SERVICES CORP</td>\n",
       "      <td>AMCF</td>\n",
       "      <td>2010-01-26</td>\n",
       "      <td>Energy</td>\n",
       "      <td>1</td>\n",
       "      <td>955563.0</td>\n",
       "      <td>5.878947e+06</td>\n",
       "      <td>6.500000</td>\n",
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       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>1486.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>GENERAC HOLDINGS INC.</td>\n",
       "      <td>GNRC</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "      <td>16892087.0</td>\n",
       "      <td>2.179334e+06</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>568.000000</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "      <td>5372077.0</td>\n",
       "      <td>3.362175e+06</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4515261.0</td>\n",
       "      <td>7.616977e+05</td>\n",
       "      <td>18.750000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>109.000000</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>PIEDMONT OFFICE REALTY TRUST, INC.</td>\n",
       "      <td>PDM</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4343012.0</td>\n",
       "      <td>3.551568e+06</td>\n",
       "      <td>14.750000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "      <th>...</th>\n",
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       "    <tr>\n",
       "      <th>3895</th>\n",
       "      <td>3736</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>58.000000</td>\n",
       "      <td>ZAIS Group Holdings, Inc.</td>\n",
       "      <td>ZAIS</td>\n",
       "      <td>2013-03-22</td>\n",
       "      <td>Finance</td>\n",
       "      <td>4</td>\n",
       "      <td>1511224.0</td>\n",
       "      <td>3.912183e+05</td>\n",
       "      <td>10.020000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>3897</th>\n",
       "      <td>3739</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>ProShares UltraPro Short NASDAQ Biotechnology</td>\n",
       "      <td>ZBIO</td>\n",
       "      <td>2015-06-22</td>\n",
       "      <td>Other</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>3898</th>\n",
       "      <td>3743</td>\n",
       "      <td>3181.000000</td>\n",
       "      <td>41.000000</td>\n",
       "      <td>Zillow Group, Inc.</td>\n",
       "      <td>ZG</td>\n",
       "      <td>2011-07-20</td>\n",
       "      <td>Miscellaneous</td>\n",
       "      <td>2</td>\n",
       "      <td>17549817.0</td>\n",
       "      <td>6.998521e+06</td>\n",
       "      <td>17.776737</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>3900</th>\n",
       "      <td>3746</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>Credit Suisse AG</td>\n",
       "      <td>ZIV</td>\n",
       "      <td>2010-11-29</td>\n",
       "      <td>Finance</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.145535e+04</td>\n",
       "      <td>12.298750</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3903</th>\n",
       "      <td>3752</td>\n",
       "      <td>5473.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>Zoe&amp;#39;s Kitchen, Inc.</td>\n",
       "      <td>ZOES</td>\n",
       "      <td>2014-04-11</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>5765164.0</td>\n",
       "      <td>2.644819e+06</td>\n",
       "      <td>25.612000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1708 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index    employees    CEO_age  \\\n",
       "0         0   128.000000  57.460211   \n",
       "2         2  1486.000000  50.000000   \n",
       "3         3   568.000000  62.000000   \n",
       "4         4     6.000000  61.000000   \n",
       "5         5   109.000000  59.000000   \n",
       "...     ...          ...        ...   \n",
       "3895   3736    59.000000  58.000000   \n",
       "3897   3739  7447.262841  54.787097   \n",
       "3898   3743  3181.000000  41.000000   \n",
       "3900   3746  7447.262841  54.787097   \n",
       "3903   3752  5473.000000  49.000000   \n",
       "\n",
       "                                               Name Symbol     ipoDate  \\\n",
       "0           ANDATEE CHINA MARINE FUEL SERVICES CORP   AMCF  2010-01-26   \n",
       "2                             GENERAC HOLDINGS INC.   GNRC  2010-02-11   \n",
       "3                                   QUINSTREET, INC   QNST  2010-02-11   \n",
       "4                               TERRENO REALTY CORP   TRNO  2010-02-10   \n",
       "5                PIEDMONT OFFICE REALTY TRUST, INC.    PDM  2010-02-10   \n",
       "...                                             ...    ...         ...   \n",
       "3895                      ZAIS Group Holdings, Inc.   ZAIS  2013-03-22   \n",
       "3897  ProShares UltraPro Short NASDAQ Biotechnology   ZBIO  2015-06-22   \n",
       "3898                             Zillow Group, Inc.     ZG  2011-07-20   \n",
       "3900                               Credit Suisse AG    ZIV  2010-11-29   \n",
       "3903                        Zoe&#39;s Kitchen, Inc.   ZOES  2014-04-11   \n",
       "\n",
       "                 sector  IPO_weekday  firstday_volume  inweek_volume  \\\n",
       "0                Energy            1         955563.0   5.878947e+06   \n",
       "2           Industrials            3       16892087.0   2.179334e+06   \n",
       "3            Technology            3        5372077.0   3.362175e+06   \n",
       "4           Real Estate            2        4515261.0   7.616977e+05   \n",
       "5           Real Estate            2        4343012.0   3.551568e+06   \n",
       "...                 ...          ...              ...            ...   \n",
       "3895            Finance            4        1511224.0   3.912183e+05   \n",
       "3897              Other            0              0.0   1.593089e+05   \n",
       "3898      Miscellaneous            2       17549817.0   6.998521e+06   \n",
       "3900            Finance            0              0.0   7.145535e+04   \n",
       "3903  Consumer Services            4        5765164.0   2.644819e+06   \n",
       "\n",
       "      Y_Open_Price  intra_day_up  intra_week_up  intra_month_up  \n",
       "0         6.500000             1              1               0  \n",
       "2        13.000000             1              1               1  \n",
       "3        15.000000             0              1               0  \n",
       "4        18.750000             1              1               1  \n",
       "5        14.750000             1              1               1  \n",
       "...            ...           ...            ...             ...  \n",
       "3895     10.020000             0              0               0  \n",
       "3897     41.900002             0              0               1  \n",
       "3898     17.776737             1              1               1  \n",
       "3900     12.298750             0              0               0  \n",
       "3903     25.612000             1              0               0  \n",
       "\n",
       "[1708 rows x 14 columns]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Building binary flags for three return periods (1 for underperformance, 0 for non underperformance, e.g. positive returns)\n",
    "df_master['intra_day_up'] = df_master.apply(lambda x: int(x['Y_Close_Price_0'] < x['Y_Open_Price']), axis = 1)\n",
    "df_master['intra_week_up'] = df_master.apply(lambda x: int(x['Y_Close_Price_6'] < x['Y_Open_Price']), axis = 1)\n",
    "df_master['intra_month_up'] = df_master.apply(lambda x: int(x['Y_Close_Price_29'] < x['Y_Open_Price']), axis = 1)\n",
    "df_master.drop(columns= ['Y_Close_Price_0', 'Y_Close_Price_6', 'Y_Close_Price_29'], inplace= True)\n",
    "df_master"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1    0.693794\n",
      "0    0.306206\n",
      "Name: intra_day_up, dtype: float64\n",
      "1    0.697307\n",
      "0    0.302693\n",
      "Name: intra_week_up, dtype: float64\n",
      "1    0.659251\n",
      "0    0.340749\n",
      "Name: intra_month_up, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "#Looking at class balances\n",
    "print(df_master.intra_day_up.value_counts(normalize=True))\n",
    "print(df_master.intra_week_up.value_counts(normalize=True))\n",
    "print(df_master.intra_month_up.value_counts(normalize=True))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[*********************100%***********************]  1 of 1 completed\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/gm/ndtw23hd4g508cgk1jbt_b640000gn/T/ipykernel_17792/2650217717.py:10: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_master['SP500_lastweek_return'] = df_master.apply(lambda x: sp500.loc[sp500.index == pd.to_datetime(x['ipoDate'])]['Close'][0] if pd.to_datetime(x['ipoDate']) in sp500.index else 0, axis = 1)\n"
     ]
    },
    {
     "data": {
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       "    }\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>employees</th>\n",
       "      <th>CEO_age</th>\n",
       "      <th>Name</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>ipoDate</th>\n",
       "      <th>sector</th>\n",
       "      <th>IPO_weekday</th>\n",
       "      <th>firstday_volume</th>\n",
       "      <th>inweek_volume</th>\n",
       "      <th>Y_Open_Price</th>\n",
       "      <th>intra_day_up</th>\n",
       "      <th>intra_week_up</th>\n",
       "      <th>intra_month_up</th>\n",
       "      <th>SP500_lastweek_return</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>128.000000</td>\n",
       "      <td>57.460211</td>\n",
       "      <td>ANDATEE CHINA MARINE FUEL SERVICES CORP</td>\n",
       "      <td>AMCF</td>\n",
       "      <td>2010-01-26</td>\n",
       "      <td>Energy</td>\n",
       "      <td>1</td>\n",
       "      <td>955563.0</td>\n",
       "      <td>5.878947e+06</td>\n",
       "      <td>6.500000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.007087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>1486.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>GENERAC HOLDINGS INC.</td>\n",
       "      <td>GNRC</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "      <td>16892087.0</td>\n",
       "      <td>2.179334e+06</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.003156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>568.000000</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "      <td>5372077.0</td>\n",
       "      <td>3.362175e+06</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.003156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4515261.0</td>\n",
       "      <td>7.616977e+05</td>\n",
       "      <td>18.750000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.002686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>109.000000</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>PIEDMONT OFFICE REALTY TRUST, INC.</td>\n",
       "      <td>PDM</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4343012.0</td>\n",
       "      <td>3.551568e+06</td>\n",
       "      <td>14.750000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.002686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
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       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3895</th>\n",
       "      <td>3736</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>58.000000</td>\n",
       "      <td>ZAIS Group Holdings, Inc.</td>\n",
       "      <td>ZAIS</td>\n",
       "      <td>2013-03-22</td>\n",
       "      <td>Finance</td>\n",
       "      <td>4</td>\n",
       "      <td>1511224.0</td>\n",
       "      <td>3.912183e+05</td>\n",
       "      <td>10.020000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3897</th>\n",
       "      <td>3739</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>ProShares UltraPro Short NASDAQ Biotechnology</td>\n",
       "      <td>ZBIO</td>\n",
       "      <td>2015-06-22</td>\n",
       "      <td>Other</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.593089e+05</td>\n",
       "      <td>41.900002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.000964</td>\n",
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       "    <tr>\n",
       "      <th>3898</th>\n",
       "      <td>3743</td>\n",
       "      <td>3181.000000</td>\n",
       "      <td>41.000000</td>\n",
       "      <td>Zillow Group, Inc.</td>\n",
       "      <td>ZG</td>\n",
       "      <td>2011-07-20</td>\n",
       "      <td>Miscellaneous</td>\n",
       "      <td>2</td>\n",
       "      <td>17549817.0</td>\n",
       "      <td>6.998521e+06</td>\n",
       "      <td>17.776737</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0.000717</td>\n",
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       "    <tr>\n",
       "      <th>3900</th>\n",
       "      <td>3746</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>Credit Suisse AG</td>\n",
       "      <td>ZIV</td>\n",
       "      <td>2010-11-29</td>\n",
       "      <td>Finance</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.145535e+04</td>\n",
       "      <td>12.298750</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.001159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3903</th>\n",
       "      <td>3752</td>\n",
       "      <td>5473.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>Zoe&amp;#39;s Kitchen, Inc.</td>\n",
       "      <td>ZOES</td>\n",
       "      <td>2014-04-11</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>5765164.0</td>\n",
       "      <td>2.644819e+06</td>\n",
       "      <td>25.612000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.005731</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1708 rows × 15 columns</p>\n",
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      ],
      "text/plain": [
       "      index    employees    CEO_age  \\\n",
       "0         0   128.000000  57.460211   \n",
       "2         2  1486.000000  50.000000   \n",
       "3         3   568.000000  62.000000   \n",
       "4         4     6.000000  61.000000   \n",
       "5         5   109.000000  59.000000   \n",
       "...     ...          ...        ...   \n",
       "3895   3736    59.000000  58.000000   \n",
       "3897   3739  7447.262841  54.787097   \n",
       "3898   3743  3181.000000  41.000000   \n",
       "3900   3746  7447.262841  54.787097   \n",
       "3903   3752  5473.000000  49.000000   \n",
       "\n",
       "                                               Name Symbol     ipoDate  \\\n",
       "0           ANDATEE CHINA MARINE FUEL SERVICES CORP   AMCF  2010-01-26   \n",
       "2                             GENERAC HOLDINGS INC.   GNRC  2010-02-11   \n",
       "3                                   QUINSTREET, INC   QNST  2010-02-11   \n",
       "4                               TERRENO REALTY CORP   TRNO  2010-02-10   \n",
       "5                PIEDMONT OFFICE REALTY TRUST, INC.    PDM  2010-02-10   \n",
       "...                                             ...    ...         ...   \n",
       "3895                      ZAIS Group Holdings, Inc.   ZAIS  2013-03-22   \n",
       "3897  ProShares UltraPro Short NASDAQ Biotechnology   ZBIO  2015-06-22   \n",
       "3898                             Zillow Group, Inc.     ZG  2011-07-20   \n",
       "3900                               Credit Suisse AG    ZIV  2010-11-29   \n",
       "3903                        Zoe&#39;s Kitchen, Inc.   ZOES  2014-04-11   \n",
       "\n",
       "                 sector  IPO_weekday  firstday_volume  inweek_volume  \\\n",
       "0                Energy            1         955563.0   5.878947e+06   \n",
       "2           Industrials            3       16892087.0   2.179334e+06   \n",
       "3            Technology            3        5372077.0   3.362175e+06   \n",
       "4           Real Estate            2        4515261.0   7.616977e+05   \n",
       "5           Real Estate            2        4343012.0   3.551568e+06   \n",
       "...                 ...          ...              ...            ...   \n",
       "3895            Finance            4        1511224.0   3.912183e+05   \n",
       "3897              Other            0              0.0   1.593089e+05   \n",
       "3898      Miscellaneous            2       17549817.0   6.998521e+06   \n",
       "3900            Finance            0              0.0   7.145535e+04   \n",
       "3903  Consumer Services            4        5765164.0   2.644819e+06   \n",
       "\n",
       "      Y_Open_Price  intra_day_up  intra_week_up  intra_month_up  \\\n",
       "0         6.500000             1              1               0   \n",
       "2        13.000000             1              1               1   \n",
       "3        15.000000             0              1               0   \n",
       "4        18.750000             1              1               1   \n",
       "5        14.750000             1              1               1   \n",
       "...            ...           ...            ...             ...   \n",
       "3895     10.020000             0              0               0   \n",
       "3897     41.900002             0              0               1   \n",
       "3898     17.776737             1              1               1   \n",
       "3900     12.298750             0              0               0   \n",
       "3903     25.612000             1              0               0   \n",
       "\n",
       "      SP500_lastweek_return  \n",
       "0                 -0.007087  \n",
       "2                 -0.003156  \n",
       "3                 -0.003156  \n",
       "4                 -0.002686  \n",
       "5                 -0.002686  \n",
       "...                     ...  \n",
       "3895               0.000234  \n",
       "3897               0.000964  \n",
       "3898               0.000717  \n",
       "3900               0.001159  \n",
       "3903              -0.005731  \n",
       "\n",
       "[1708 rows x 15 columns]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Getting S&P 500 data to capture market sentiment on that date\n",
    "sp500 = yf.download('^GSPC', start = pd.to_datetime(df_master.ipoDate).min() - timedelta(days = 15), end = pd.to_datetime(df_master.ipoDate).max())\n",
    "sp500 = sp500[['Close']].pct_change()\n",
    "\n",
    "#Computing rolling 7 day return averages\n",
    "sp500 = sp500.rolling(7).mean()\n",
    "\n",
    "#Getting 7 day rolling return for each row entry in both datasets\n",
    "df_ipo['SP500_lastweek_return'] = df_ipo.apply(lambda x: sp500.loc[sp500.index == pd.to_datetime(x['ipoDate'])]['Close'][0] if pd.to_datetime(x['ipoDate']) in sp500.index else 0, axis = 1)\n",
    "df_master['SP500_lastweek_return'] = df_master.apply(lambda x: sp500.loc[sp500.index == pd.to_datetime(x['ipoDate'])]['Close'][0] if pd.to_datetime(x['ipoDate']) in sp500.index else 0, axis = 1)\n",
    "df_master"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>2010-02-11</td>\n",
       "      <td>Industrials</td>\n",
       "      <td>3</td>\n",
       "      <td>16892087.0</td>\n",
       "      <td>2.179334e+06</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "      <td>0.191898</td>\n",
       "      <td>0.037306</td>\n",
       "      <td>0.770796</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>568.000000</td>\n",
       "      <td>62.000000</td>\n",
       "      <td>QUINSTREET, INC</td>\n",
       "      <td>QNST</td>\n",
       "      <td>2010-02-11</td>\n",
       "      <td>Technology</td>\n",
       "      <td>3</td>\n",
       "      <td>5372077.0</td>\n",
       "      <td>3.362175e+06</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.003156</td>\n",
       "      <td>0.210447</td>\n",
       "      <td>0.064405</td>\n",
       "      <td>0.725148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>61.000000</td>\n",
       "      <td>TERRENO REALTY CORP</td>\n",
       "      <td>TRNO</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4515261.0</td>\n",
       "      <td>7.616977e+05</td>\n",
       "      <td>18.750000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.002686</td>\n",
       "      <td>0.163210</td>\n",
       "      <td>0.092386</td>\n",
       "      <td>0.744404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>109.000000</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>PIEDMONT OFFICE REALTY TRUST, INC.</td>\n",
       "      <td>PDM</td>\n",
       "      <td>2010-02-10</td>\n",
       "      <td>Real Estate</td>\n",
       "      <td>2</td>\n",
       "      <td>4343012.0</td>\n",
       "      <td>3.551568e+06</td>\n",
       "      <td>14.750000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.002686</td>\n",
       "      <td>0.097121</td>\n",
       "      <td>0.141561</td>\n",
       "      <td>0.761318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1766</th>\n",
       "      <td>3736</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>58.000000</td>\n",
       "      <td>ZAIS Group Holdings, Inc.</td>\n",
       "      <td>ZAIS</td>\n",
       "      <td>2013-03-22</td>\n",
       "      <td>Finance</td>\n",
       "      <td>4</td>\n",
       "      <td>1511224.0</td>\n",
       "      <td>3.912183e+05</td>\n",
       "      <td>10.020000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000234</td>\n",
       "      <td>0.330000</td>\n",
       "      <td>0.330000</td>\n",
       "      <td>0.330000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1767</th>\n",
       "      <td>3739</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>ProShares UltraPro Short NASDAQ Biotechnology</td>\n",
       "      <td>ZBIO</td>\n",
       "      <td>2015-06-22</td>\n",
       "      <td>Other</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.593089e+05</td>\n",
       "      <td>41.900002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.000964</td>\n",
       "      <td>0.063431</td>\n",
       "      <td>0.033641</td>\n",
       "      <td>0.902928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1768</th>\n",
       "      <td>3743</td>\n",
       "      <td>3181.000000</td>\n",
       "      <td>41.000000</td>\n",
       "      <td>Zillow Group, Inc.</td>\n",
       "      <td>ZG</td>\n",
       "      <td>2011-07-20</td>\n",
       "      <td>Miscellaneous</td>\n",
       "      <td>2</td>\n",
       "      <td>17549817.0</td>\n",
       "      <td>6.998521e+06</td>\n",
       "      <td>17.776737</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0.000717</td>\n",
       "      <td>0.111890</td>\n",
       "      <td>0.263831</td>\n",
       "      <td>0.624278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1769</th>\n",
       "      <td>3746</td>\n",
       "      <td>7447.262841</td>\n",
       "      <td>54.787097</td>\n",
       "      <td>Credit Suisse AG</td>\n",
       "      <td>ZIV</td>\n",
       "      <td>2010-11-29</td>\n",
       "      <td>Finance</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.145535e+04</td>\n",
       "      <td>12.298750</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.001159</td>\n",
       "      <td>0.151475</td>\n",
       "      <td>0.153023</td>\n",
       "      <td>0.695502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1770</th>\n",
       "      <td>3752</td>\n",
       "      <td>5473.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>Zoe&amp;#39;s Kitchen, Inc.</td>\n",
       "      <td>ZOES</td>\n",
       "      <td>2014-04-11</td>\n",
       "      <td>Consumer Services</td>\n",
       "      <td>4</td>\n",
       "      <td>5765164.0</td>\n",
       "      <td>2.644819e+06</td>\n",
       "      <td>25.612000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.005731</td>\n",
       "      <td>0.330000</td>\n",
       "      <td>0.330000</td>\n",
       "      <td>0.330000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1771 rows × 18 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index    employees    CEO_age  \\\n",
       "0         0   128.000000  57.460211   \n",
       "1         2  1486.000000  50.000000   \n",
       "2         3   568.000000  62.000000   \n",
       "3         4     6.000000  61.000000   \n",
       "4         5   109.000000  59.000000   \n",
       "...     ...          ...        ...   \n",
       "1766   3736    59.000000  58.000000   \n",
       "1767   3739  7447.262841  54.787097   \n",
       "1768   3743  3181.000000  41.000000   \n",
       "1769   3746  7447.262841  54.787097   \n",
       "1770   3752  5473.000000  49.000000   \n",
       "\n",
       "                                               Name Symbol     ipoDate  \\\n",
       "0           ANDATEE CHINA MARINE FUEL SERVICES CORP   AMCF  2010-01-26   \n",
       "1                             GENERAC HOLDINGS INC.   GNRC  2010-02-11   \n",
       "2                                   QUINSTREET, INC   QNST  2010-02-11   \n",
       "3                               TERRENO REALTY CORP   TRNO  2010-02-10   \n",
       "4                PIEDMONT OFFICE REALTY TRUST, INC.    PDM  2010-02-10   \n",
       "...                                             ...    ...         ...   \n",
       "1766                      ZAIS Group Holdings, Inc.   ZAIS  2013-03-22   \n",
       "1767  ProShares UltraPro Short NASDAQ Biotechnology   ZBIO  2015-06-22   \n",
       "1768                             Zillow Group, Inc.     ZG  2011-07-20   \n",
       "1769                               Credit Suisse AG    ZIV  2010-11-29   \n",
       "1770                        Zoe&#39;s Kitchen, Inc.   ZOES  2014-04-11   \n",
       "\n",
       "                 sector  IPO_weekday  firstday_volume  inweek_volume  \\\n",
       "0                Energy            1         955563.0   5.878947e+06   \n",
       "1           Industrials            3       16892087.0   2.179334e+06   \n",
       "2            Technology            3        5372077.0   3.362175e+06   \n",
       "3           Real Estate            2        4515261.0   7.616977e+05   \n",
       "4           Real Estate            2        4343012.0   3.551568e+06   \n",
       "...                 ...          ...              ...            ...   \n",
       "1766            Finance            4        1511224.0   3.912183e+05   \n",
       "1767              Other            0              0.0   1.593089e+05   \n",
       "1768      Miscellaneous            2       17549817.0   6.998521e+06   \n",
       "1769            Finance            0              0.0   7.145535e+04   \n",
       "1770  Consumer Services            4        5765164.0   2.644819e+06   \n",
       "\n",
       "      Y_Open_Price  intra_day_up  intra_week_up  intra_month_up  \\\n",
       "0         6.500000             1              1               0   \n",
       "1        13.000000             1              1               1   \n",
       "2        15.000000             0              1               0   \n",
       "3        18.750000             1              1               1   \n",
       "4        14.750000             1              1               1   \n",
       "...            ...           ...            ...             ...   \n",
       "1766     10.020000             0              0               0   \n",
       "1767     41.900002             0              0               1   \n",
       "1768     17.776737             1              1               1   \n",
       "1769     12.298750             0              0               0   \n",
       "1770     25.612000             1              0               0   \n",
       "\n",
       "      SP500_lastweek_return  positive  negative   neutral  \n",
       "0                 -0.007087  0.138156  0.023842  0.838003  \n",
       "1                 -0.003156  0.191898  0.037306  0.770796  \n",
       "2                 -0.003156  0.210447  0.064405  0.725148  \n",
       "3                 -0.002686  0.163210  0.092386  0.744404  \n",
       "4                 -0.002686  0.097121  0.141561  0.761318  \n",
       "...                     ...       ...       ...       ...  \n",
       "1766               0.000234  0.330000  0.330000  0.330000  \n",
       "1767               0.000964  0.063431  0.033641  0.902928  \n",
       "1768               0.000717  0.111890  0.263831  0.624278  \n",
       "1769               0.001159  0.151475  0.153023  0.695502  \n",
       "1770              -0.005731  0.330000  0.330000  0.330000  \n",
       "\n",
       "[1771 rows x 18 columns]"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Loading in twitter data\n",
    "df_twitter = pd.read_csv(path + 'master_data_twitter_1.csv', on_bad_lines= 'skip', sep = ';')\n",
    "df_twitter = df_twitter[['Symbol', 'positive', 'negative', 'neutral']]\n",
    "df_master = df_master.merge(df_twitter, how= 'left', on='Symbol')\n",
    "df_missing_tweets = df_master.loc[df_master.positive.isna()].copy()\n",
    "df_master"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "index                      0\n",
       "employees                  0\n",
       "CEO_age                    0\n",
       "Name                       0\n",
       "Symbol                     0\n",
       "ipoDate                    0\n",
       "sector                     0\n",
       "IPO_weekday                0\n",
       "firstday_volume            0\n",
       "inweek_volume              0\n",
       "Y_Open_Price               0\n",
       "intra_day_up               0\n",
       "intra_week_up              0\n",
       "intra_month_up             0\n",
       "SP500_lastweek_return      0\n",
       "positive                 241\n",
       "negative                 241\n",
       "neutral                  241\n",
       "dtype: int64"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_master.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "index                    0\n",
       "employees                0\n",
       "CEO_age                  0\n",
       "Name                     0\n",
       "Symbol                   0\n",
       "ipoDate                  0\n",
       "sector                   0\n",
       "IPO_weekday              0\n",
       "firstday_volume          0\n",
       "inweek_volume            0\n",
       "Y_Open_Price             0\n",
       "intra_day_up             0\n",
       "intra_week_up            0\n",
       "intra_month_up           0\n",
       "SP500_lastweek_return    0\n",
       "positive                 0\n",
       "negative                 0\n",
       "neutral                  0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Imputing missing twitter data with 0.33\n",
    "df_master.positive.fillna(0.33, inplace= True)\n",
    "df_master.neutral.fillna(0.33, inplace= True)\n",
    "df_master.negative.fillna(0.33, inplace= True)\n",
    "\n",
    "df_master.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Writing data to disk\n",
    "df_master.to_csv(path + 'master_data.csv', index=False)"
   ]
  }
 ],
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