2.1.0 - Content - HistoricalPricing - Synchronous.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Refinitiv Data Platform Library for Python\n",
    "## Content - Historical Pricing - Synchronous calls"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This notebook demonstrates how to retrieve Historical Pricing data from the Refinitiv Data Platform.\n",
    "\n",
    "#### Learn more\n",
    "\n",
    "To learn more about the Refinitiv Data Platform Data Libraries just connect to the Refinitiv Developer Community. By [registering](https://developers.refinitiv.com/iam/register) and [login](https://developers.refinitiv.com/iam/login) to the Refinitiv Developer Community portal you will get free access to a number of learning materials like [Quick Start guides](https://developers.refinitiv.com/refinitiv-data-platform/refinitiv-data-platform-libraries/quick-start), [Tutorials](https://developers.refinitiv.com/refinitiv-data-platform/refinitiv-data-platform-libraries/learning), [Documentation](https://developers.refinitiv.com/refinitiv-data-platform/refinitiv-data-platform-libraries/docs) and much more.  \n",
    "\n",
    "#### Getting Help and Support\n",
    "\n",
    "If you have any questions regarding the API usage, please post them on the [Refinitiv Data Platform Q&A Forum](https://community.developers.thomsonreuters.com/spaces/321/index.html). The Refinitiv Developer Community will be very pleased to help you. \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import the library and load credentials\n",
    "\n",
    "Credentials used by this notebook are stored in the ./credentials.ipynb. Please edit ./credentials.ipynb to set your credentials and run the next cell to continue with this scripts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import refinitiv.dataplatform as rdp\n",
    "\n",
    "%run ./credentials.ipynb"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Open the session of your choice\n",
    "\n",
    "Depending on the access point your application uses to connect to the Refinitiv Data Platform, it needs to call one of the following functions to create and open a session to the platform. This session will become the default session used by all other function calls."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Either\n",
    "\n",
    "Create and open a Desktop session to connect to the Refinitiv Data Platform pvia Eikon 4 or the Refinitiv Workspace."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<refinitiv.dataplatform.core.session.desktop_session.DesktopSession at 0xaa8cac8>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rdp.open_desktop_session(APP_KEY)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### or\n",
    "\n",
    "Create and open a Platform session to connect directly to the Refinitiv Data Platform. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<refinitiv.dataplatform.core.session.platform_session.PlatformSession at 0xaf09898>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rdp.open_platform_session(\n",
    "    APP_KEY, \n",
    "    rdp.GrantPassword(\n",
    "        username = RDP_LOGIN, \n",
    "        password = RDP_PASSWORD\n",
    "    )\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### or\n",
    "\n",
    "Create and open a Deployed Platform session to connect directly to a deployed enterprise platform (a.k.a.TREP). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# The current implementation of the library does not allow News retrieval via DeployedPlatformSession  \n",
    "\n",
    "#rdp.open_deployed_platform_session(\n",
    "#    APP_KEY,\n",
    "#    DEPLOYED_PLATFORM_HOST,\n",
    "#    DEPLOYED_PLATFORM_USER_NAME\n",
    "#)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Historical Pricing Events\n",
    "### Synchronous call"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
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       "      <td>None</td>\n",
       "      <td>XLON</td>\n",
       "      <td>150.02</td>\n",
       "      <td>600</td>\n",
       "      <td>150.026</td>\n",
       "      <td>150.02</td>\n",
       "      <td>5515</td>\n",
       "      <td>150.04</td>\n",
       "      <td>...</td>\n",
       "      <td>1.66706e+09</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>12-------P----</td>\n",
       "      <td>OB</td>\n",
       "      <td>11111842</td>\n",
       "      <td>150.18</td>\n",
       "      <td>150.48</td>\n",
       "      <td>149.52</td>\n",
       "      <td>None</td>\n",
       "      <td>A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:52:12.719</th>\n",
       "      <td>quote</td>\n",
       "      <td>62240</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>150.02</td>\n",
       "      <td>5515</td>\n",
       "      <td>150.04</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>[ASK_TONE]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:52:12.719</th>\n",
       "      <td>quote</td>\n",
       "      <td>62192</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>150.02</td>\n",
       "      <td>5515</td>\n",
       "      <td>150.04</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>[BID_TONE]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:52:12.719</th>\n",
       "      <td>trade</td>\n",
       "      <td>62222</td>\n",
       "      <td>None</td>\n",
       "      <td>XLON</td>\n",
       "      <td>150.04</td>\n",
       "      <td>2141</td>\n",
       "      <td>150.026</td>\n",
       "      <td>150.02</td>\n",
       "      <td>5515</td>\n",
       "      <td>150.04</td>\n",
       "      <td>...</td>\n",
       "      <td>1.66665e+09</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>12-------PH---</td>\n",
       "      <td>OB</td>\n",
       "      <td>11109101</td>\n",
       "      <td>150.18</td>\n",
       "      <td>150.48</td>\n",
       "      <td>149.52</td>\n",
       "      <td>None</td>\n",
       "      <td>A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>20 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        EVENT_TYPE    RTL SEQNUM TRDXID_1 TRDPRC_1 TRDVOL_1  \\\n",
       "2019-12-19 12:52:36.135      quote  62592   None     None     None     None   \n",
       "2019-12-19 12:52:36.135      trade  62574   None     XLON   150.06     1070   \n",
       "2019-12-19 12:52:28.000      trade  62542   None     XLON  150.052     1000   \n",
       "2019-12-19 12:52:14.629      quote  62512   None     None     None     None   \n",
       "2019-12-19 12:52:14.628      quote  62496   None     None     None     None   \n",
       "2019-12-19 12:52:14.459      quote  62480   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62464   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62448   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62432   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62416   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62400   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62384   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      quote  62336   None     None     None     None   \n",
       "2019-12-19 12:52:14.449      trade  62366   None     XLON   150.04     2226   \n",
       "2019-12-19 12:52:14.448      trade  62318   None     XLON   150.04     2462   \n",
       "2019-12-19 12:52:12.885      quote  62288   None     None     None     None   \n",
       "2019-12-19 12:52:12.885      trade  62286   None     XLON   150.02      600   \n",
       "2019-12-19 12:52:12.719      quote  62240   None     None     None     None   \n",
       "2019-12-19 12:52:12.719      quote  62192   None     None     None     None   \n",
       "2019-12-19 12:52:12.719      trade  62222   None     XLON   150.04     2141   \n",
       "\n",
       "                            VWAP     BID BIDSIZE     ASK  \\\n",
       "2019-12-19 12:52:36.135     None  150.04    1330  150.06   \n",
       "2019-12-19 12:52:36.135  150.026  150.04    1330  150.06   \n",
       "2019-12-19 12:52:28.000  150.026  150.04    1330  150.06   \n",
       "2019-12-19 12:52:14.629     None  150.04    1330  150.06   \n",
       "2019-12-19 12:52:14.628     None  150.04    4830  150.06   \n",
       "2019-12-19 12:52:14.459     None  150.04    4830  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.04    3500  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.04    3500  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.04    3500  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.02    9245  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.02    8791  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.02    4915  150.06   \n",
       "2019-12-19 12:52:14.449     None  150.02    4915  150.04   \n",
       "2019-12-19 12:52:14.449  150.026  150.02    4915  150.04   \n",
       "2019-12-19 12:52:14.448  150.026  150.02    4915  150.04   \n",
       "2019-12-19 12:52:12.885     None  150.02    4915  150.04   \n",
       "2019-12-19 12:52:12.885  150.026  150.02    5515  150.04   \n",
       "2019-12-19 12:52:12.719     None  150.02    5515  150.04   \n",
       "2019-12-19 12:52:12.719     None  150.02    5515  150.04   \n",
       "2019-12-19 12:52:12.719  150.026  150.02    5515  150.04   \n",
       "\n",
       "                                               ...                          \\\n",
       "2019-12-19 12:52:36.135                        ...                           \n",
       "2019-12-19 12:52:36.135                        ...                           \n",
       "2019-12-19 12:52:28.000                        ...                           \n",
       "2019-12-19 12:52:14.629                        ...                           \n",
       "2019-12-19 12:52:14.628                        ...                           \n",
       "2019-12-19 12:52:14.459                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.449                        ...                           \n",
       "2019-12-19 12:52:14.448                        ...                           \n",
       "2019-12-19 12:52:12.885                        ...                           \n",
       "2019-12-19 12:52:12.885                        ...                           \n",
       "2019-12-19 12:52:12.719                        ...                           \n",
       "2019-12-19 12:52:12.719                        ...                           \n",
       "2019-12-19 12:52:12.719                        ...                           \n",
       "\n",
       "                          TRNOVR_UNS NETCHNG_1       MMT_CLASS TR_TRD_FLG  \\\n",
       "2019-12-19 12:52:36.135         None      None            None       None   \n",
       "2019-12-19 12:52:36.135  1.66792e+09     -0.44  12-------PH---      OB      \n",
       "2019-12-19 12:52:28.000  1.66792e+09      None  45-------P----      RX      \n",
       "2019-12-19 12:52:14.629         None      None            None       None   \n",
       "2019-12-19 12:52:14.628         None      None            None       None   \n",
       "2019-12-19 12:52:14.459         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449         None      None            None       None   \n",
       "2019-12-19 12:52:14.449  1.66743e+09     -0.46  12-------PH---      OB      \n",
       "2019-12-19 12:52:14.448  1.66706e+09     -0.46  12-------PH---      OB      \n",
       "2019-12-19 12:52:12.885         None      None            None       None   \n",
       "2019-12-19 12:52:12.885  1.66706e+09     -0.48  12-------P----      OB      \n",
       "2019-12-19 12:52:12.719         None      None            None       None   \n",
       "2019-12-19 12:52:12.719         None      None            None       None   \n",
       "2019-12-19 12:52:12.719  1.66665e+09     -0.46  12-------PH---      OB      \n",
       "\n",
       "                        ACVOL_UNS OPEN_PRC  HIGH_1   LOW_1 MID_PRICE  \\\n",
       "2019-12-19 12:52:36.135      None     None    None    None      None   \n",
       "2019-12-19 12:52:36.135  11117530   150.18  150.48  149.52      None   \n",
       "2019-12-19 12:52:28.000  11117530   150.18  150.48  149.52      None   \n",
       "2019-12-19 12:52:14.629      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.628      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.459      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449      None     None    None    None      None   \n",
       "2019-12-19 12:52:14.449  11114304   150.18  150.48  149.52      None   \n",
       "2019-12-19 12:52:14.448  11111842   150.18  150.48  149.52      None   \n",
       "2019-12-19 12:52:12.885      None     None    None    None      None   \n",
       "2019-12-19 12:52:12.885  11111842   150.18  150.48  149.52      None   \n",
       "2019-12-19 12:52:12.719      None     None    None    None      None   \n",
       "2019-12-19 12:52:12.719      None     None    None    None      None   \n",
       "2019-12-19 12:52:12.719  11109101   150.18  150.48  149.52      None   \n",
       "\n",
       "                                                                QUALIFIERS  \n",
       "2019-12-19 12:52:36.135                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:36.135  A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...  \n",
       "2019-12-19 12:52:28.000  R[ACT_FLAG1];R[CONDCODE_1];[CONDCODE_2];TRD[PR...  \n",
       "2019-12-19 12:52:14.629                                         [BID_TONE]  \n",
       "2019-12-19 12:52:14.628                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:14.459                                         [BID_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [BID_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [BID_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [BID_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:14.449                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:14.449  A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...  \n",
       "2019-12-19 12:52:14.448  A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...  \n",
       "2019-12-19 12:52:12.885                                         [BID_TONE]  \n",
       "2019-12-19 12:52:12.885  A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...  \n",
       "2019-12-19 12:52:12.719                                         [ASK_TONE]  \n",
       "2019-12-19 12:52:12.719                                         [BID_TONE]  \n",
       "2019-12-19 12:52:12.719  A[ACT_FLAG1];A[CONDCODE_1];[CONDCODE_2];TRD[PR...  \n",
       "\n",
       "[20 rows x 29 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "response = rdp.HistoricalPricing.get_events('VOD.L')\n",
    "\n",
    "display(response.data.df)\n",
    "#display(response.data.raw)\n",
    "#display(response.status)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Intraday Summaries\n",
    "### Synchronous call"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "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>HIGH_1</th>\n",
       "      <th>LOW_1</th>\n",
       "      <th>OPEN_PRC</th>\n",
       "      <th>TRDPRC_1</th>\n",
       "      <th>NUM_MOVES</th>\n",
       "      <th>ACVOL_UNS</th>\n",
       "      <th>HIGH_YLD</th>\n",
       "      <th>LOW_YLD</th>\n",
       "      <th>OPEN_YLD</th>\n",
       "      <th>YIELD</th>\n",
       "      <th>...</th>\n",
       "      <th>BID_NUMMOV</th>\n",
       "      <th>ASK_HIGH_1</th>\n",
       "      <th>ASK_LOW_1</th>\n",
       "      <th>OPEN_ASK</th>\n",
       "      <th>ASK</th>\n",
       "      <th>ASK_NUMMOV</th>\n",
       "      <th>MID_HIGH</th>\n",
       "      <th>MID_LOW</th>\n",
       "      <th>MID_OPEN</th>\n",
       "      <th>MID_PRICE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:50:00</th>\n",
       "      <td>150.08</td>\n",
       "      <td>150.02</td>\n",
       "      <td>150.08</td>\n",
       "      <td>150.06</td>\n",
       "      <td>17</td>\n",
       "      <td>33049</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>82</td>\n",
       "      <td>150.1</td>\n",
       "      <td>150.04</td>\n",
       "      <td>150.08</td>\n",
       "      <td>150.06</td>\n",
       "      <td>82</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:40:00</th>\n",
       "      <td>150.1</td>\n",
       "      <td>149.99</td>\n",
       "      <td>150</td>\n",
       "      <td>150.06</td>\n",
       "      <td>54</td>\n",
       "      <td>155491</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>397</td>\n",
       "      <td>150.14</td>\n",
       "      <td>150</td>\n",
       "      <td>150.04</td>\n",
       "      <td>150.1</td>\n",
       "      <td>397</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:30:00</th>\n",
       "      <td>150.14</td>\n",
       "      <td>149.98</td>\n",
       "      <td>150.051</td>\n",
       "      <td>150.04</td>\n",
       "      <td>96</td>\n",
       "      <td>268232</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>706</td>\n",
       "      <td>150.16</td>\n",
       "      <td>150</td>\n",
       "      <td>150.08</td>\n",
       "      <td>150.04</td>\n",
       "      <td>706</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:20:00</th>\n",
       "      <td>150.2</td>\n",
       "      <td>150.06</td>\n",
       "      <td>150.18</td>\n",
       "      <td>150.08</td>\n",
       "      <td>54</td>\n",
       "      <td>111239</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>604</td>\n",
       "      <td>150.22</td>\n",
       "      <td>150.08</td>\n",
       "      <td>150.18</td>\n",
       "      <td>150.08</td>\n",
       "      <td>604</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:10:00</th>\n",
       "      <td>150.18</td>\n",
       "      <td>149.94</td>\n",
       "      <td>150.02</td>\n",
       "      <td>150.18</td>\n",
       "      <td>102</td>\n",
       "      <td>432274</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>785</td>\n",
       "      <td>150.2</td>\n",
       "      <td>149.94</td>\n",
       "      <td>150.04</td>\n",
       "      <td>150.18</td>\n",
       "      <td>785</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 12:00:00</th>\n",
       "      <td>150.42</td>\n",
       "      <td>149.5</td>\n",
       "      <td>150.16</td>\n",
       "      <td>150.04</td>\n",
       "      <td>355</td>\n",
       "      <td>2456213</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>732</td>\n",
       "      <td>150.34</td>\n",
       "      <td>142.68</td>\n",
       "      <td>150.24</td>\n",
       "      <td>150.06</td>\n",
       "      <td>731</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 11:50:00</th>\n",
       "      <td>150.4</td>\n",
       "      <td>149.96</td>\n",
       "      <td>150.04</td>\n",
       "      <td>150.18</td>\n",
       "      <td>109</td>\n",
       "      <td>261213</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>706</td>\n",
       "      <td>150.46</td>\n",
       "      <td>149.96</td>\n",
       "      <td>150.06</td>\n",
       "      <td>150.24</td>\n",
       "      <td>706</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 11:40:00</th>\n",
       "      <td>150.08</td>\n",
       "      <td>149.92</td>\n",
       "      <td>150</td>\n",
       "      <td>150.04</td>\n",
       "      <td>69</td>\n",
       "      <td>273723</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>573</td>\n",
       "      <td>150.12</td>\n",
       "      <td>149.94</td>\n",
       "      <td>150.04</td>\n",
       "      <td>150.06</td>\n",
       "      <td>573</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 11:30:00</th>\n",
       "      <td>150.12</td>\n",
       "      <td>150.01</td>\n",
       "      <td>150.08</td>\n",
       "      <td>150.04</td>\n",
       "      <td>66</td>\n",
       "      <td>148984</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>510</td>\n",
       "      <td>150.12</td>\n",
       "      <td>150.02</td>\n",
       "      <td>150.1</td>\n",
       "      <td>150.04</td>\n",
       "      <td>510</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 11:20:00</th>\n",
       "      <td>150.11</td>\n",
       "      <td>149.92</td>\n",
       "      <td>150.005</td>\n",
       "      <td>150.06</td>\n",
       "      <td>81</td>\n",
       "      <td>239078</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>612</td>\n",
       "      <td>150.14</td>\n",
       "      <td>149.94</td>\n",
       "      <td>150.02</td>\n",
       "      <td>150.1</td>\n",
       "      <td>612</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 11:10:00</th>\n",
       "      <td>150.12</td>\n",
       "      <td>149.96</td>\n",
       "      <td>150.04</td>\n",
       "      <td>149.98</td>\n",
       "      <td>76</td>\n",
       "      <td>209524</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>587</td>\n",
       "      <td>150.14</td>\n",
       "      <td>149.98</td>\n",
       "      <td>150.1</td>\n",
       "      <td>150.02</td>\n",
       "      <td>587</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 11:00:00</th>\n",
       "      <td>150.12</td>\n",
       "      <td>149.92</td>\n",
       "      <td>150.06</td>\n",
       "      <td>150.056</td>\n",
       "      <td>75</td>\n",
       "      <td>217952</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>470</td>\n",
       "      <td>150.14</td>\n",
       "      <td>149.94</td>\n",
       "      <td>150.1</td>\n",
       "      <td>150.1</td>\n",
       "      <td>470</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 10:50:00</th>\n",
       "      <td>150.14</td>\n",
       "      <td>150.036</td>\n",
       "      <td>150.14</td>\n",
       "      <td>150.08</td>\n",
       "      <td>51</td>\n",
       "      <td>171288</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>460</td>\n",
       "      <td>150.18</td>\n",
       "      <td>150.06</td>\n",
       "      <td>150.18</td>\n",
       "      <td>150.1</td>\n",
       "      <td>460</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 10:40:00</th>\n",
       "      <td>150.24</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "      <td>150.14</td>\n",
       "      <td>89</td>\n",
       "      <td>218955</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>600</td>\n",
       "      <td>150.24</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "      <td>150.18</td>\n",
       "      <td>600</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 10:30:00</th>\n",
       "      <td>150.04</td>\n",
       "      <td>149.78</td>\n",
       "      <td>150.02</td>\n",
       "      <td>149.98</td>\n",
       "      <td>114</td>\n",
       "      <td>337276</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>679</td>\n",
       "      <td>150.08</td>\n",
       "      <td>149.88</td>\n",
       "      <td>150.02</td>\n",
       "      <td>150</td>\n",
       "      <td>679</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 10:20:00</th>\n",
       "      <td>150.1</td>\n",
       "      <td>149.96</td>\n",
       "      <td>150.1</td>\n",
       "      <td>150</td>\n",
       "      <td>92</td>\n",
       "      <td>279656</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>730</td>\n",
       "      <td>150.14</td>\n",
       "      <td>150</td>\n",
       "      <td>150.08</td>\n",
       "      <td>150.04</td>\n",
       "      <td>730</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 10:10:00</th>\n",
       "      <td>150.1</td>\n",
       "      <td>149.86</td>\n",
       "      <td>149.99</td>\n",
       "      <td>150.04</td>\n",
       "      <td>160</td>\n",
       "      <td>598741</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>980</td>\n",
       "      <td>150.12</td>\n",
       "      <td>149.86</td>\n",
       "      <td>150.04</td>\n",
       "      <td>150.08</td>\n",
       "      <td>980</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 10:00:00</th>\n",
       "      <td>150.16</td>\n",
       "      <td>149.97</td>\n",
       "      <td>149.98</td>\n",
       "      <td>150.04</td>\n",
       "      <td>69</td>\n",
       "      <td>197635</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>657</td>\n",
       "      <td>150.16</td>\n",
       "      <td>149.98</td>\n",
       "      <td>150</td>\n",
       "      <td>150.04</td>\n",
       "      <td>657</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 09:50:00</th>\n",
       "      <td>150.28</td>\n",
       "      <td>149.88</td>\n",
       "      <td>149.92</td>\n",
       "      <td>149.98</td>\n",
       "      <td>95</td>\n",
       "      <td>252443</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>751</td>\n",
       "      <td>150.08</td>\n",
       "      <td>149.88</td>\n",
       "      <td>149.96</td>\n",
       "      <td>150</td>\n",
       "      <td>751</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-19 09:40:00</th>\n",
       "      <td>150.28</td>\n",
       "      <td>149.92</td>\n",
       "      <td>150.12</td>\n",
       "      <td>149.98</td>\n",
       "      <td>126</td>\n",
       "      <td>315340</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>749</td>\n",
       "      <td>150.24</td>\n",
       "      <td>149.96</td>\n",
       "      <td>150.14</td>\n",
       "      <td>149.96</td>\n",
       "      <td>749</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>20 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                     HIGH_1    LOW_1 OPEN_PRC TRDPRC_1 NUM_MOVES ACVOL_UNS  \\\n",
       "2019-12-19 12:50:00  150.08   150.02   150.08   150.06        17     33049   \n",
       "2019-12-19 12:40:00   150.1   149.99      150   150.06        54    155491   \n",
       "2019-12-19 12:30:00  150.14   149.98  150.051   150.04        96    268232   \n",
       "2019-12-19 12:20:00   150.2   150.06   150.18   150.08        54    111239   \n",
       "2019-12-19 12:10:00  150.18   149.94   150.02   150.18       102    432274   \n",
       "2019-12-19 12:00:00  150.42    149.5   150.16   150.04       355   2456213   \n",
       "2019-12-19 11:50:00   150.4   149.96   150.04   150.18       109    261213   \n",
       "2019-12-19 11:40:00  150.08   149.92      150   150.04        69    273723   \n",
       "2019-12-19 11:30:00  150.12   150.01   150.08   150.04        66    148984   \n",
       "2019-12-19 11:20:00  150.11   149.92  150.005   150.06        81    239078   \n",
       "2019-12-19 11:10:00  150.12   149.96   150.04   149.98        76    209524   \n",
       "2019-12-19 11:00:00  150.12   149.92   150.06  150.056        75    217952   \n",
       "2019-12-19 10:50:00  150.14  150.036   150.14   150.08        51    171288   \n",
       "2019-12-19 10:40:00  150.24      150      150   150.14        89    218955   \n",
       "2019-12-19 10:30:00  150.04   149.78   150.02   149.98       114    337276   \n",
       "2019-12-19 10:20:00   150.1   149.96    150.1      150        92    279656   \n",
       "2019-12-19 10:10:00   150.1   149.86   149.99   150.04       160    598741   \n",
       "2019-12-19 10:00:00  150.16   149.97   149.98   150.04        69    197635   \n",
       "2019-12-19 09:50:00  150.28   149.88   149.92   149.98        95    252443   \n",
       "2019-12-19 09:40:00  150.28   149.92   150.12   149.98       126    315340   \n",
       "\n",
       "                    HIGH_YLD LOW_YLD OPEN_YLD YIELD    ...    BID_NUMMOV  \\\n",
       "2019-12-19 12:50:00     None    None     None  None    ...            82   \n",
       "2019-12-19 12:40:00     None    None     None  None    ...           397   \n",
       "2019-12-19 12:30:00     None    None     None  None    ...           706   \n",
       "2019-12-19 12:20:00     None    None     None  None    ...           604   \n",
       "2019-12-19 12:10:00     None    None     None  None    ...           785   \n",
       "2019-12-19 12:00:00     None    None     None  None    ...           732   \n",
       "2019-12-19 11:50:00     None    None     None  None    ...           706   \n",
       "2019-12-19 11:40:00     None    None     None  None    ...           573   \n",
       "2019-12-19 11:30:00     None    None     None  None    ...           510   \n",
       "2019-12-19 11:20:00     None    None     None  None    ...           612   \n",
       "2019-12-19 11:10:00     None    None     None  None    ...           587   \n",
       "2019-12-19 11:00:00     None    None     None  None    ...           470   \n",
       "2019-12-19 10:50:00     None    None     None  None    ...           460   \n",
       "2019-12-19 10:40:00     None    None     None  None    ...           600   \n",
       "2019-12-19 10:30:00     None    None     None  None    ...           679   \n",
       "2019-12-19 10:20:00     None    None     None  None    ...           730   \n",
       "2019-12-19 10:10:00     None    None     None  None    ...           980   \n",
       "2019-12-19 10:00:00     None    None     None  None    ...           657   \n",
       "2019-12-19 09:50:00     None    None     None  None    ...           751   \n",
       "2019-12-19 09:40:00     None    None     None  None    ...           749   \n",
       "\n",
       "                    ASK_HIGH_1 ASK_LOW_1 OPEN_ASK     ASK ASK_NUMMOV MID_HIGH  \\\n",
       "2019-12-19 12:50:00      150.1    150.04   150.08  150.06         82     None   \n",
       "2019-12-19 12:40:00     150.14       150   150.04   150.1        397     None   \n",
       "2019-12-19 12:30:00     150.16       150   150.08  150.04        706     None   \n",
       "2019-12-19 12:20:00     150.22    150.08   150.18  150.08        604     None   \n",
       "2019-12-19 12:10:00      150.2    149.94   150.04  150.18        785     None   \n",
       "2019-12-19 12:00:00     150.34    142.68   150.24  150.06        731     None   \n",
       "2019-12-19 11:50:00     150.46    149.96   150.06  150.24        706     None   \n",
       "2019-12-19 11:40:00     150.12    149.94   150.04  150.06        573     None   \n",
       "2019-12-19 11:30:00     150.12    150.02    150.1  150.04        510     None   \n",
       "2019-12-19 11:20:00     150.14    149.94   150.02   150.1        612     None   \n",
       "2019-12-19 11:10:00     150.14    149.98    150.1  150.02        587     None   \n",
       "2019-12-19 11:00:00     150.14    149.94    150.1   150.1        470     None   \n",
       "2019-12-19 10:50:00     150.18    150.06   150.18   150.1        460     None   \n",
       "2019-12-19 10:40:00     150.24       150      150  150.18        600     None   \n",
       "2019-12-19 10:30:00     150.08    149.88   150.02     150        679     None   \n",
       "2019-12-19 10:20:00     150.14       150   150.08  150.04        730     None   \n",
       "2019-12-19 10:10:00     150.12    149.86   150.04  150.08        980     None   \n",
       "2019-12-19 10:00:00     150.16    149.98      150  150.04        657     None   \n",
       "2019-12-19 09:50:00     150.08    149.88   149.96     150        751     None   \n",
       "2019-12-19 09:40:00     150.24    149.96   150.14  149.96        749     None   \n",
       "\n",
       "                    MID_LOW MID_OPEN MID_PRICE  \n",
       "2019-12-19 12:50:00    None     None      None  \n",
       "2019-12-19 12:40:00    None     None      None  \n",
       "2019-12-19 12:30:00    None     None      None  \n",
       "2019-12-19 12:20:00    None     None      None  \n",
       "2019-12-19 12:10:00    None     None      None  \n",
       "2019-12-19 12:00:00    None     None      None  \n",
       "2019-12-19 11:50:00    None     None      None  \n",
       "2019-12-19 11:40:00    None     None      None  \n",
       "2019-12-19 11:30:00    None     None      None  \n",
       "2019-12-19 11:20:00    None     None      None  \n",
       "2019-12-19 11:10:00    None     None      None  \n",
       "2019-12-19 11:00:00    None     None      None  \n",
       "2019-12-19 10:50:00    None     None      None  \n",
       "2019-12-19 10:40:00    None     None      None  \n",
       "2019-12-19 10:30:00    None     None      None  \n",
       "2019-12-19 10:20:00    None     None      None  \n",
       "2019-12-19 10:10:00    None     None      None  \n",
       "2019-12-19 10:00:00    None     None      None  \n",
       "2019-12-19 09:50:00    None     None      None  \n",
       "2019-12-19 09:40:00    None     None      None  \n",
       "\n",
       "[20 rows x 24 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "response = rdp.HistoricalPricing.get_summaries('VOD.L', interval = rdp.Intervals.TEN_MINUTES)\n",
    "\n",
    "display(response.data.df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Interday Summaries\n",
    "### Synchronous call"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "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>TRDPRC_1</th>\n",
       "      <th>MKT_HIGH</th>\n",
       "      <th>MKT_LOW</th>\n",
       "      <th>ACVOL_UNS</th>\n",
       "      <th>MKT_OPEN</th>\n",
       "      <th>BID</th>\n",
       "      <th>ASK</th>\n",
       "      <th>TRNOVR_UNS</th>\n",
       "      <th>VWAP</th>\n",
       "      <th>MID_PRICE</th>\n",
       "      <th>...</th>\n",
       "      <th>CLS_AUCVOL</th>\n",
       "      <th>OPN_AUCVOL</th>\n",
       "      <th>OPN_AUC</th>\n",
       "      <th>CLS_AUC</th>\n",
       "      <th>INT_AUC</th>\n",
       "      <th>INT_AUCVOL</th>\n",
       "      <th>EX_VOL_UNS</th>\n",
       "      <th>ALL_C_MOVE</th>\n",
       "      <th>ELG_NUMMOV</th>\n",
       "      <th>NAVALUE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2019-12-18</th>\n",
       "      <td>150.5</td>\n",
       "      <td>150.7</td>\n",
       "      <td>147.67</td>\n",
       "      <td>6.10119e+07</td>\n",
       "      <td>148.46</td>\n",
       "      <td>150.5</td>\n",
       "      <td>150.52</td>\n",
       "      <td>9.15577e+09</td>\n",
       "      <td>150.065</td>\n",
       "      <td>150.51</td>\n",
       "      <td>...</td>\n",
       "      <td>3.28857e+07</td>\n",
       "      <td>533544</td>\n",
       "      <td>148.46</td>\n",
       "      <td>150.5</td>\n",
       "      <td>149.8</td>\n",
       "      <td>2046</td>\n",
       "      <td>8.89142e+07</td>\n",
       "      <td>7955</td>\n",
       "      <td>7176</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-17</th>\n",
       "      <td>149.075</td>\n",
       "      <td>150.46</td>\n",
       "      <td>147.22</td>\n",
       "      <td>5.60202e+07</td>\n",
       "      <td>149.58</td>\n",
       "      <td>149.14</td>\n",
       "      <td>149.28</td>\n",
       "      <td>8.33917e+09</td>\n",
       "      <td>148.86</td>\n",
       "      <td>149.21</td>\n",
       "      <td>...</td>\n",
       "      <td>2.09901e+07</td>\n",
       "      <td>830595</td>\n",
       "      <td>149.58</td>\n",
       "      <td>149.28</td>\n",
       "      <td>147.32</td>\n",
       "      <td>58017</td>\n",
       "      <td>1.59514e+08</td>\n",
       "      <td>10443</td>\n",
       "      <td>9322</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-16</th>\n",
       "      <td>149.08</td>\n",
       "      <td>151.56</td>\n",
       "      <td>146.96</td>\n",
       "      <td>4.92372e+07</td>\n",
       "      <td>146.96</td>\n",
       "      <td>148.32</td>\n",
       "      <td>148.36</td>\n",
       "      <td>7.34271e+09</td>\n",
       "      <td>149.129</td>\n",
       "      <td>148.34</td>\n",
       "      <td>...</td>\n",
       "      <td>1.85822e+07</td>\n",
       "      <td>165902</td>\n",
       "      <td>146.96</td>\n",
       "      <td>148.32</td>\n",
       "      <td>149.9</td>\n",
       "      <td>13100</td>\n",
       "      <td>5.50274e+07</td>\n",
       "      <td>11609</td>\n",
       "      <td>10147</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-13</th>\n",
       "      <td>146.817</td>\n",
       "      <td>147.8</td>\n",
       "      <td>144.08</td>\n",
       "      <td>7.28268e+07</td>\n",
       "      <td>144.64</td>\n",
       "      <td>146.22</td>\n",
       "      <td>146.24</td>\n",
       "      <td>1.06529e+10</td>\n",
       "      <td>146.277</td>\n",
       "      <td>146.23</td>\n",
       "      <td>...</td>\n",
       "      <td>1.9864e+07</td>\n",
       "      <td>1.03182e+06</td>\n",
       "      <td>144.64</td>\n",
       "      <td>146.24</td>\n",
       "      <td>146.52</td>\n",
       "      <td>25836</td>\n",
       "      <td>8.50709e+07</td>\n",
       "      <td>17599</td>\n",
       "      <td>16349</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-12</th>\n",
       "      <td>144.18</td>\n",
       "      <td>145.66</td>\n",
       "      <td>143.46</td>\n",
       "      <td>5.87312e+07</td>\n",
       "      <td>144.42</td>\n",
       "      <td>144.32</td>\n",
       "      <td>144.34</td>\n",
       "      <td>8.49835e+09</td>\n",
       "      <td>144.699</td>\n",
       "      <td>144.33</td>\n",
       "      <td>...</td>\n",
       "      <td>2.50418e+07</td>\n",
       "      <td>572825</td>\n",
       "      <td>144.42</td>\n",
       "      <td>144.34</td>\n",
       "      <td>145.28</td>\n",
       "      <td>10040</td>\n",
       "      <td>6.31248e+07</td>\n",
       "      <td>12757</td>\n",
       "      <td>11980</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-11</th>\n",
       "      <td>143.58</td>\n",
       "      <td>144.8</td>\n",
       "      <td>142.62</td>\n",
       "      <td>6.14009e+07</td>\n",
       "      <td>142.72</td>\n",
       "      <td>143.58</td>\n",
       "      <td>143.6</td>\n",
       "      <td>8.81545e+09</td>\n",
       "      <td>143.572</td>\n",
       "      <td>143.59</td>\n",
       "      <td>...</td>\n",
       "      <td>2.50187e+07</td>\n",
       "      <td>677959</td>\n",
       "      <td>142.72</td>\n",
       "      <td>143.58</td>\n",
       "      <td>143.62</td>\n",
       "      <td>64161</td>\n",
       "      <td>6.42578e+07</td>\n",
       "      <td>10516</td>\n",
       "      <td>9740</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-10</th>\n",
       "      <td>142.74</td>\n",
       "      <td>143.84</td>\n",
       "      <td>141.48</td>\n",
       "      <td>5.65698e+07</td>\n",
       "      <td>143.84</td>\n",
       "      <td>142.74</td>\n",
       "      <td>142.78</td>\n",
       "      <td>8.07029e+09</td>\n",
       "      <td>142.661</td>\n",
       "      <td>142.76</td>\n",
       "      <td>...</td>\n",
       "      <td>2.7607e+07</td>\n",
       "      <td>110427</td>\n",
       "      <td>143.84</td>\n",
       "      <td>142.74</td>\n",
       "      <td>141.92</td>\n",
       "      <td>5013</td>\n",
       "      <td>6.75642e+07</td>\n",
       "      <td>10402</td>\n",
       "      <td>9508</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-09</th>\n",
       "      <td>143.86</td>\n",
       "      <td>144.1</td>\n",
       "      <td>142.7</td>\n",
       "      <td>6.00421e+07</td>\n",
       "      <td>143.9</td>\n",
       "      <td>143.84</td>\n",
       "      <td>143.86</td>\n",
       "      <td>8.61903e+09</td>\n",
       "      <td>143.484</td>\n",
       "      <td>143.85</td>\n",
       "      <td>...</td>\n",
       "      <td>1.73025e+07</td>\n",
       "      <td>246596</td>\n",
       "      <td>143.9</td>\n",
       "      <td>143.86</td>\n",
       "      <td>143</td>\n",
       "      <td>10766</td>\n",
       "      <td>1.03931e+08</td>\n",
       "      <td>7630</td>\n",
       "      <td>6720</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-06</th>\n",
       "      <td>144.38</td>\n",
       "      <td>145.3</td>\n",
       "      <td>143.8</td>\n",
       "      <td>4.41654e+07</td>\n",
       "      <td>144.3</td>\n",
       "      <td>144.36</td>\n",
       "      <td>144.38</td>\n",
       "      <td>6.40035e+09</td>\n",
       "      <td>144.435</td>\n",
       "      <td>144.37</td>\n",
       "      <td>...</td>\n",
       "      <td>1.23461e+07</td>\n",
       "      <td>125413</td>\n",
       "      <td>144.3</td>\n",
       "      <td>144.38</td>\n",
       "      <td>144.98</td>\n",
       "      <td>26687</td>\n",
       "      <td>5.01995e+07</td>\n",
       "      <td>6672</td>\n",
       "      <td>5751</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-05</th>\n",
       "      <td>144.26</td>\n",
       "      <td>146.14</td>\n",
       "      <td>143.9</td>\n",
       "      <td>6.43368e+07</td>\n",
       "      <td>146.1</td>\n",
       "      <td>144.26</td>\n",
       "      <td>144.3</td>\n",
       "      <td>9.31664e+09</td>\n",
       "      <td>144.81</td>\n",
       "      <td>144.28</td>\n",
       "      <td>...</td>\n",
       "      <td>2.08301e+07</td>\n",
       "      <td>156200</td>\n",
       "      <td>146.1</td>\n",
       "      <td>144.26</td>\n",
       "      <td>144.5</td>\n",
       "      <td>10553</td>\n",
       "      <td>7.2519e+07</td>\n",
       "      <td>10470</td>\n",
       "      <td>9565</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-04</th>\n",
       "      <td>146.08</td>\n",
       "      <td>146.1</td>\n",
       "      <td>143.352</td>\n",
       "      <td>5.55325e+07</td>\n",
       "      <td>145.18</td>\n",
       "      <td>146.06</td>\n",
       "      <td>146.08</td>\n",
       "      <td>8.06247e+09</td>\n",
       "      <td>145.185</td>\n",
       "      <td>146.07</td>\n",
       "      <td>...</td>\n",
       "      <td>1.54309e+07</td>\n",
       "      <td>329270</td>\n",
       "      <td>145.18</td>\n",
       "      <td>146.08</td>\n",
       "      <td>145.16</td>\n",
       "      <td>26809</td>\n",
       "      <td>6.25119e+07</td>\n",
       "      <td>14206</td>\n",
       "      <td>12891</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-03</th>\n",
       "      <td>145.14</td>\n",
       "      <td>148.86</td>\n",
       "      <td>144.52</td>\n",
       "      <td>1.25702e+08</td>\n",
       "      <td>148.22</td>\n",
       "      <td>145.8</td>\n",
       "      <td>145.84</td>\n",
       "      <td>1.84425e+10</td>\n",
       "      <td>146.716</td>\n",
       "      <td>145.82</td>\n",
       "      <td>...</td>\n",
       "      <td>3.23397e+07</td>\n",
       "      <td>336639</td>\n",
       "      <td>148.22</td>\n",
       "      <td>145.8</td>\n",
       "      <td>146.92</td>\n",
       "      <td>12741</td>\n",
       "      <td>1.44498e+08</td>\n",
       "      <td>18013</td>\n",
       "      <td>16282</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-02</th>\n",
       "      <td>148.38</td>\n",
       "      <td>154.3</td>\n",
       "      <td>147.92</td>\n",
       "      <td>1.78019e+08</td>\n",
       "      <td>154</td>\n",
       "      <td>148.38</td>\n",
       "      <td>148.4</td>\n",
       "      <td>2.70634e+10</td>\n",
       "      <td>152.026</td>\n",
       "      <td>148.39</td>\n",
       "      <td>...</td>\n",
       "      <td>3.01652e+07</td>\n",
       "      <td>386327</td>\n",
       "      <td>154</td>\n",
       "      <td>148.38</td>\n",
       "      <td>151.54</td>\n",
       "      <td>34139</td>\n",
       "      <td>1.957e+08</td>\n",
       "      <td>15996</td>\n",
       "      <td>13804</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-29</th>\n",
       "      <td>153.202</td>\n",
       "      <td>154.42</td>\n",
       "      <td>152.1</td>\n",
       "      <td>5.59332e+07</td>\n",
       "      <td>153.64</td>\n",
       "      <td>153.34</td>\n",
       "      <td>153.36</td>\n",
       "      <td>8.57474e+09</td>\n",
       "      <td>153.303</td>\n",
       "      <td>153.35</td>\n",
       "      <td>...</td>\n",
       "      <td>2.37294e+07</td>\n",
       "      <td>173648</td>\n",
       "      <td>153.64</td>\n",
       "      <td>153.36</td>\n",
       "      <td>152.72</td>\n",
       "      <td>4510</td>\n",
       "      <td>6.16688e+07</td>\n",
       "      <td>10850</td>\n",
       "      <td>9843</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-28</th>\n",
       "      <td>154.16</td>\n",
       "      <td>156.441</td>\n",
       "      <td>153.92</td>\n",
       "      <td>1.95079e+08</td>\n",
       "      <td>156</td>\n",
       "      <td>154.16</td>\n",
       "      <td>154.28</td>\n",
       "      <td>3.03702e+10</td>\n",
       "      <td>155.682</td>\n",
       "      <td>154.22</td>\n",
       "      <td>...</td>\n",
       "      <td>1.52889e+07</td>\n",
       "      <td>203898</td>\n",
       "      <td>156</td>\n",
       "      <td>154.16</td>\n",
       "      <td>154.74</td>\n",
       "      <td>11284</td>\n",
       "      <td>2.02365e+08</td>\n",
       "      <td>7552</td>\n",
       "      <td>6325</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-27</th>\n",
       "      <td>160.44</td>\n",
       "      <td>160.44</td>\n",
       "      <td>157.62</td>\n",
       "      <td>6.99513e+07</td>\n",
       "      <td>158.22</td>\n",
       "      <td>160.4</td>\n",
       "      <td>160.44</td>\n",
       "      <td>1.11711e+10</td>\n",
       "      <td>159.742</td>\n",
       "      <td>160.42</td>\n",
       "      <td>...</td>\n",
       "      <td>2.34724e+07</td>\n",
       "      <td>479793</td>\n",
       "      <td>158.22</td>\n",
       "      <td>160.44</td>\n",
       "      <td>158.3</td>\n",
       "      <td>30748</td>\n",
       "      <td>8.06268e+07</td>\n",
       "      <td>15702</td>\n",
       "      <td>14111</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-26</th>\n",
       "      <td>157.414</td>\n",
       "      <td>158.28</td>\n",
       "      <td>155.98</td>\n",
       "      <td>1.1262e+08</td>\n",
       "      <td>157.26</td>\n",
       "      <td>157.4</td>\n",
       "      <td>157.42</td>\n",
       "      <td>1.77235e+10</td>\n",
       "      <td>157.375</td>\n",
       "      <td>157.41</td>\n",
       "      <td>...</td>\n",
       "      <td>7.92485e+07</td>\n",
       "      <td>375473</td>\n",
       "      <td>157.26</td>\n",
       "      <td>157.4</td>\n",
       "      <td>156.9</td>\n",
       "      <td>38812</td>\n",
       "      <td>1.27277e+08</td>\n",
       "      <td>9074</td>\n",
       "      <td>8326</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-25</th>\n",
       "      <td>156.9</td>\n",
       "      <td>157.8</td>\n",
       "      <td>155.14</td>\n",
       "      <td>4.99355e+07</td>\n",
       "      <td>156.58</td>\n",
       "      <td>156.9</td>\n",
       "      <td>156.92</td>\n",
       "      <td>7.83334e+09</td>\n",
       "      <td>156.869</td>\n",
       "      <td>156.91</td>\n",
       "      <td>...</td>\n",
       "      <td>2.04671e+07</td>\n",
       "      <td>109752</td>\n",
       "      <td>156.58</td>\n",
       "      <td>156.9</td>\n",
       "      <td>157.5</td>\n",
       "      <td>22548</td>\n",
       "      <td>5.52008e+07</td>\n",
       "      <td>9140</td>\n",
       "      <td>8140</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-22</th>\n",
       "      <td>156.58</td>\n",
       "      <td>156.58</td>\n",
       "      <td>151.8</td>\n",
       "      <td>6.25946e+07</td>\n",
       "      <td>152</td>\n",
       "      <td>156.46</td>\n",
       "      <td>156.58</td>\n",
       "      <td>9.74788e+09</td>\n",
       "      <td>155.73</td>\n",
       "      <td>156.52</td>\n",
       "      <td>...</td>\n",
       "      <td>2.59946e+07</td>\n",
       "      <td>215671</td>\n",
       "      <td>152</td>\n",
       "      <td>156.58</td>\n",
       "      <td>155.26</td>\n",
       "      <td>8740</td>\n",
       "      <td>7.23017e+07</td>\n",
       "      <td>11765</td>\n",
       "      <td>10721</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-11-21</th>\n",
       "      <td>152.04</td>\n",
       "      <td>153.28</td>\n",
       "      <td>151.32</td>\n",
       "      <td>4.83107e+07</td>\n",
       "      <td>152.18</td>\n",
       "      <td>152.04</td>\n",
       "      <td>152.06</td>\n",
       "      <td>7.34575e+09</td>\n",
       "      <td>152.052</td>\n",
       "      <td>152.05</td>\n",
       "      <td>...</td>\n",
       "      <td>2.09328e+07</td>\n",
       "      <td>748754</td>\n",
       "      <td>152.18</td>\n",
       "      <td>152.04</td>\n",
       "      <td>151.44</td>\n",
       "      <td>12921</td>\n",
       "      <td>5.13219e+07</td>\n",
       "      <td>9874</td>\n",
       "      <td>9113</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>20 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           TRDPRC_1 MKT_HIGH  MKT_LOW    ACVOL_UNS MKT_OPEN     BID     ASK  \\\n",
       "2019-12-18    150.5    150.7   147.67  6.10119e+07   148.46   150.5  150.52   \n",
       "2019-12-17  149.075   150.46   147.22  5.60202e+07   149.58  149.14  149.28   \n",
       "2019-12-16   149.08   151.56   146.96  4.92372e+07   146.96  148.32  148.36   \n",
       "2019-12-13  146.817    147.8   144.08  7.28268e+07   144.64  146.22  146.24   \n",
       "2019-12-12   144.18   145.66   143.46  5.87312e+07   144.42  144.32  144.34   \n",
       "2019-12-11   143.58    144.8   142.62  6.14009e+07   142.72  143.58   143.6   \n",
       "2019-12-10   142.74   143.84   141.48  5.65698e+07   143.84  142.74  142.78   \n",
       "2019-12-09   143.86    144.1    142.7  6.00421e+07    143.9  143.84  143.86   \n",
       "2019-12-06   144.38    145.3    143.8  4.41654e+07    144.3  144.36  144.38   \n",
       "2019-12-05   144.26   146.14    143.9  6.43368e+07    146.1  144.26   144.3   \n",
       "2019-12-04   146.08    146.1  143.352  5.55325e+07   145.18  146.06  146.08   \n",
       "2019-12-03   145.14   148.86   144.52  1.25702e+08   148.22   145.8  145.84   \n",
       "2019-12-02   148.38    154.3   147.92  1.78019e+08      154  148.38   148.4   \n",
       "2019-11-29  153.202   154.42    152.1  5.59332e+07   153.64  153.34  153.36   \n",
       "2019-11-28   154.16  156.441   153.92  1.95079e+08      156  154.16  154.28   \n",
       "2019-11-27   160.44   160.44   157.62  6.99513e+07   158.22   160.4  160.44   \n",
       "2019-11-26  157.414   158.28   155.98   1.1262e+08   157.26   157.4  157.42   \n",
       "2019-11-25    156.9    157.8   155.14  4.99355e+07   156.58   156.9  156.92   \n",
       "2019-11-22   156.58   156.58    151.8  6.25946e+07      152  156.46  156.58   \n",
       "2019-11-21   152.04   153.28   151.32  4.83107e+07   152.18  152.04  152.06   \n",
       "\n",
       "             TRNOVR_UNS     VWAP MID_PRICE   ...     CLS_AUCVOL   OPN_AUCVOL  \\\n",
       "2019-12-18  9.15577e+09  150.065    150.51   ...    3.28857e+07       533544   \n",
       "2019-12-17  8.33917e+09   148.86    149.21   ...    2.09901e+07       830595   \n",
       "2019-12-16  7.34271e+09  149.129    148.34   ...    1.85822e+07       165902   \n",
       "2019-12-13  1.06529e+10  146.277    146.23   ...     1.9864e+07  1.03182e+06   \n",
       "2019-12-12  8.49835e+09  144.699    144.33   ...    2.50418e+07       572825   \n",
       "2019-12-11  8.81545e+09  143.572    143.59   ...    2.50187e+07       677959   \n",
       "2019-12-10  8.07029e+09  142.661    142.76   ...     2.7607e+07       110427   \n",
       "2019-12-09  8.61903e+09  143.484    143.85   ...    1.73025e+07       246596   \n",
       "2019-12-06  6.40035e+09  144.435    144.37   ...    1.23461e+07       125413   \n",
       "2019-12-05  9.31664e+09   144.81    144.28   ...    2.08301e+07       156200   \n",
       "2019-12-04  8.06247e+09  145.185    146.07   ...    1.54309e+07       329270   \n",
       "2019-12-03  1.84425e+10  146.716    145.82   ...    3.23397e+07       336639   \n",
       "2019-12-02  2.70634e+10  152.026    148.39   ...    3.01652e+07       386327   \n",
       "2019-11-29  8.57474e+09  153.303    153.35   ...    2.37294e+07       173648   \n",
       "2019-11-28  3.03702e+10  155.682    154.22   ...    1.52889e+07       203898   \n",
       "2019-11-27  1.11711e+10  159.742    160.42   ...    2.34724e+07       479793   \n",
       "2019-11-26  1.77235e+10  157.375    157.41   ...    7.92485e+07       375473   \n",
       "2019-11-25  7.83334e+09  156.869    156.91   ...    2.04671e+07       109752   \n",
       "2019-11-22  9.74788e+09   155.73    156.52   ...    2.59946e+07       215671   \n",
       "2019-11-21  7.34575e+09  152.052    152.05   ...    2.09328e+07       748754   \n",
       "\n",
       "           OPN_AUC CLS_AUC INT_AUC INT_AUCVOL   EX_VOL_UNS ALL_C_MOVE  \\\n",
       "2019-12-18  148.46   150.5   149.8       2046  8.89142e+07       7955   \n",
       "2019-12-17  149.58  149.28  147.32      58017  1.59514e+08      10443   \n",
       "2019-12-16  146.96  148.32   149.9      13100  5.50274e+07      11609   \n",
       "2019-12-13  144.64  146.24  146.52      25836  8.50709e+07      17599   \n",
       "2019-12-12  144.42  144.34  145.28      10040  6.31248e+07      12757   \n",
       "2019-12-11  142.72  143.58  143.62      64161  6.42578e+07      10516   \n",
       "2019-12-10  143.84  142.74  141.92       5013  6.75642e+07      10402   \n",
       "2019-12-09   143.9  143.86     143      10766  1.03931e+08       7630   \n",
       "2019-12-06   144.3  144.38  144.98      26687  5.01995e+07       6672   \n",
       "2019-12-05   146.1  144.26   144.5      10553   7.2519e+07      10470   \n",
       "2019-12-04  145.18  146.08  145.16      26809  6.25119e+07      14206   \n",
       "2019-12-03  148.22   145.8  146.92      12741  1.44498e+08      18013   \n",
       "2019-12-02     154  148.38  151.54      34139    1.957e+08      15996   \n",
       "2019-11-29  153.64  153.36  152.72       4510  6.16688e+07      10850   \n",
       "2019-11-28     156  154.16  154.74      11284  2.02365e+08       7552   \n",
       "2019-11-27  158.22  160.44   158.3      30748  8.06268e+07      15702   \n",
       "2019-11-26  157.26   157.4   156.9      38812  1.27277e+08       9074   \n",
       "2019-11-25  156.58   156.9   157.5      22548  5.52008e+07       9140   \n",
       "2019-11-22     152  156.58  155.26       8740  7.23017e+07      11765   \n",
       "2019-11-21  152.18  152.04  151.44      12921  5.13219e+07       9874   \n",
       "\n",
       "           ELG_NUMMOV NAVALUE  \n",
       "2019-12-18       7176    None  \n",
       "2019-12-17       9322    None  \n",
       "2019-12-16      10147    None  \n",
       "2019-12-13      16349    None  \n",
       "2019-12-12      11980    None  \n",
       "2019-12-11       9740    None  \n",
       "2019-12-10       9508    None  \n",
       "2019-12-09       6720    None  \n",
       "2019-12-06       5751    None  \n",
       "2019-12-05       9565    None  \n",
       "2019-12-04      12891    None  \n",
       "2019-12-03      16282    None  \n",
       "2019-12-02      13804    None  \n",
       "2019-11-29       9843    None  \n",
       "2019-11-28       6325    None  \n",
       "2019-11-27      14111    None  \n",
       "2019-11-26       8326    None  \n",
       "2019-11-25       8140    None  \n",
       "2019-11-22      10721    None  \n",
       "2019-11-21       9113    None  \n",
       "\n",
       "[20 rows x 31 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "response = rdp.HistoricalPricing.get_summaries('VOD.L')\n",
    "\n",
    "display(response.data.df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Close the session"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "rdp.close_session()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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    "name": "ipython",
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