SurfsUp_Challenge.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Dependencies\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "# Python SQL toolkit and Object Relational Mapper\n",
    "import sqlalchemy\n",
    "from sqlalchemy.ext.automap import automap_base\n",
    "from sqlalchemy.orm import Session\n",
    "from sqlalchemy import create_engine, func"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "engine = create_engine(\"sqlite:///hawaii.sqlite\")\n",
    "\n",
    "# reflect an existing database into a new model\n",
    "Base = automap_base()\n",
    "# reflect the tables\n",
    "Base.prepare(engine, reflect=True)\n",
    "\n",
    "# Save references to each table\n",
    "Measurement = Base.classes.measurement\n",
    "Station = Base.classes.station"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create our session (link) from Python to the DB\n",
    "session = Session(engine)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## D1: Determine the Summary Statistics for June"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " ('2012-06-25', 72.0),\n",
       " ('2012-06-26', 72.0),\n",
       " ('2012-06-27', 73.0),\n",
       " ('2012-06-28', 75.0),\n",
       " ('2012-06-29', 79.0),\n",
       " ('2012-06-30', 81.0),\n",
       " ('2013-06-01', 76.0),\n",
       " ('2013-06-02', 76.0),\n",
       " ('2013-06-03', 77.0),\n",
       " ('2013-06-04', 78.0),\n",
       " ('2013-06-05', 79.0),\n",
       " ('2013-06-06', 79.0),\n",
       " ('2013-06-07', 75.0),\n",
       " ('2013-06-08', 79.0),\n",
       " ('2013-06-09', 79.0),\n",
       " ('2013-06-10', 75.0),\n",
       " ('2013-06-11', 77.0),\n",
       " ('2013-06-12', 81.0),\n",
       " ('2013-06-13', 76.0),\n",
       " ('2013-06-14', 75.0),\n",
       " ('2013-06-15', 78.0),\n",
       " ('2013-06-16', 81.0),\n",
       " ('2013-06-17', 76.0),\n",
       " ('2013-06-18', 76.0),\n",
       " ('2013-06-19', 76.0),\n",
       " ('2013-06-20', 72.0),\n",
       " ('2013-06-21', 73.0),\n",
       " ('2013-06-22', 74.0),\n",
       " ('2013-06-23', 74.0),\n",
       " ('2013-06-24', 75.0),\n",
       " ('2013-06-25', 73.0),\n",
       " ('2013-06-26', 73.0),\n",
       " ('2013-06-27', 76.0),\n",
       " ('2013-06-29', 73.0),\n",
       " ('2013-06-30', 79.0),\n",
       " ('2014-06-01', 78.0),\n",
       " ('2014-06-02', 76.0),\n",
       " ('2014-06-04', 76.0),\n",
       " ('2014-06-05', 76.0),\n",
       " ('2014-06-06', 77.0),\n",
       " ('2014-06-07', 79.0),\n",
       " ('2014-06-08', 80.0),\n",
       " ('2014-06-09', 78.0),\n",
       " ('2014-06-10', 76.0),\n",
       " ('2014-06-11', 78.0),\n",
       " ('2014-06-12', 78.0),\n",
       " ('2014-06-13', 77.0),\n",
       " ('2014-06-14', 79.0),\n",
       " ('2014-06-15', 79.0),\n",
       " ('2014-06-16', 75.0),\n",
       " ('2014-06-18', 76.0),\n",
       " ('2014-06-19', 77.0),\n",
       " ('2014-06-20', 74.0),\n",
       " ('2014-06-21', 77.0),\n",
       " ('2014-06-22', 76.0),\n",
       " ('2014-06-23', 76.0),\n",
       " ('2014-06-24', 75.0),\n",
       " ('2014-06-25', 74.0),\n",
       " ('2014-06-26', 79.0),\n",
       " ('2014-06-28', 76.0),\n",
       " ('2014-06-29', 74.0),\n",
       " ('2014-06-30', 76.0),\n",
       " ('2015-06-01', 77.0),\n",
       " ('2015-06-02', 78.0),\n",
       " ('2015-06-03', 77.0),\n",
       " ('2015-06-04', 75.0),\n",
       " ('2015-06-05', 75.0),\n",
       " ('2015-06-06', 80.0),\n",
       " ('2015-06-07', 77.0),\n",
       " ('2015-06-08', 77.0),\n",
       " ('2015-06-09', 77.0),\n",
       " ('2015-06-10', 80.0),\n",
       " ('2015-06-11', 76.0),\n",
       " ...]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 1. Import the sqlalchemy extract function.\n",
    "from sqlalchemy import extract\n",
    "\n",
    "# 2. Write a query that filters the Measurement table to retrieve the temperatures for the month of June. \n",
    "session.query(Measurement.date, Measurement.tobs).filter(extract('month', Measurement.date) == 6).all()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('2010-06-01', 78.0), ('2010-06-02', 76.0), ('2010-06-03', 78.0), ('2010-06-04', 76.0), ('2010-06-05', 77.0), ('2010-06-06', 78.0), ('2010-06-07', 77.0), ('2010-06-08', 78.0), ('2010-06-09', 78.0), ('2010-06-10', 79.0), ('2010-06-11', 78.0), ('2010-06-12', 78.0), ('2010-06-13', 78.0), ('2010-06-14', 77.0), ('2010-06-15', 78.0), ('2010-06-16', 78.0), ('2010-06-17', 77.0), ('2010-06-18', 77.0), ('2010-06-19', 82.0), ('2010-06-20', 78.0), ('2010-06-21', 78.0), ('2010-06-22', 78.0), ('2010-06-23', 78.0), ('2010-06-24', 78.0), ('2010-06-25', 77.0), ('2010-06-26', 76.0), ('2010-06-27', 78.0), ('2010-06-28', 78.0), ('2010-06-29', 78.0), ('2010-06-30', 78.0), ('2011-06-01', 77.0), ('2011-06-02', 78.0), ('2011-06-03', 73.0), ('2011-06-04', 70.0), ('2011-06-05', 76.0), ('2011-06-06', 77.0), ('2011-06-07', 77.0), ('2011-06-08', 77.0), ('2011-06-09', 77.0), ('2011-06-10', 78.0), ('2011-06-11', 77.0), ('2011-06-12', 77.0), ('2011-06-13', 78.0), ('2011-06-14', 78.0), ('2011-06-15', 77.0), 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('2014-06-24', 70.0), ('2014-06-25', 72.0), ('2014-06-26', 71.0), ('2014-06-27', 70.0), ('2014-06-28', 77.0), ('2014-06-29', 73.0), ('2014-06-30', 71.0), ('2015-06-01', 76.0), ('2015-06-02', 68.0), ('2015-06-03', 71.0), ('2015-06-04', 70.0), ('2015-06-05', 68.0), ('2015-06-06', 79.0), ('2015-06-07', 75.0), ('2015-06-08', 71.0), ('2015-06-09', 69.0), ('2015-06-10', 71.0), ('2015-06-11', 72.0), ('2015-06-12', 69.0), ('2015-06-13', 72.0), ('2015-06-14', 75.0), ('2015-06-15', 71.0), ('2015-06-16', 72.0), ('2015-06-17', 70.0), ('2015-06-18', 71.0), ('2015-06-19', 72.0), ('2015-06-20', 75.0), ('2015-06-21', 75.0), ('2015-06-22', 71.0), ('2015-06-23', 73.0), ('2015-06-24', 71.0), ('2015-06-25', 71.0), ('2015-06-26', 74.0), ('2015-06-27', 74.0), ('2015-06-28', 78.0), ('2015-06-29', 72.0), ('2015-06-30', 69.0), ('2016-06-01', 69.0), ('2016-06-02', 67.0), ('2016-06-03', 68.0), ('2016-06-04', 65.0), ('2016-06-05', 70.0), ('2016-06-06', 72.0), ('2016-06-07', 74.0), ('2016-06-08', 73.0), ('2016-06-09', 71.0), ('2016-06-10', 75.0), ('2016-06-11', 72.0), ('2016-06-12', 75.0), ('2016-06-13', 76.0), ('2016-06-14', 75.0), ('2016-06-15', 76.0), ('2016-06-16', 75.0), ('2016-06-17', 71.0), ('2016-06-18', 75.0), ('2016-06-19', 75.0), ('2016-06-20', 72.0), ('2016-06-21', 72.0), ('2016-06-22', 75.0), ('2016-06-23', 73.0), ('2016-06-24', 76.0), ('2016-06-25', 74.0), ('2016-06-26', 77.0), ('2016-06-27', 72.0), ('2016-06-28', 71.0), ('2016-06-29', 76.0), ('2016-06-30', 77.0), ('2017-06-01', 80.0), ('2017-06-02', 76.0), ('2017-06-03', 76.0), ('2017-06-04', 77.0), ('2017-06-05', 75.0), ('2017-06-06', 75.0), ('2017-06-07', 75.0), ('2017-06-08', 75.0), ('2017-06-09', 72.0), ('2017-06-10', 74.0), ('2017-06-11', 74.0), ('2017-06-12', 74.0), ('2017-06-13', 76.0), ('2017-06-14', 74.0), ('2017-06-15', 75.0), ('2017-06-16', 73.0), ('2017-06-17', 79.0), ('2017-06-18', 75.0), ('2017-06-19', 72.0), ('2017-06-20', 72.0), ('2017-06-21', 74.0), ('2017-06-22', 72.0), ('2017-06-23', 72.0), ('2017-06-24', 77.0), ('2017-06-25', 71.0), ('2017-06-26', 73.0), ('2017-06-27', 76.0), ('2017-06-28', 77.0), ('2017-06-29', 76.0), ('2017-06-30', 76.0), ('2010-06-01', 74.0), ('2010-06-02', 76.0), ('2010-06-03', 78.0), ('2010-06-04', 74.0), ('2010-06-05', 79.0), ('2010-06-06', 79.0), ('2010-06-07', 69.0), ('2010-06-08', 77.0), ('2010-06-09', 80.0), ('2010-06-10', 75.0), ('2010-06-11', 75.0), ('2010-06-12', 78.0), ('2010-06-14', 71.0), ('2010-06-15', 76.0), ('2010-06-16', 74.0), ('2010-06-17', 78.0), ('2010-06-18', 72.0), ('2010-06-19', 78.0), ('2010-06-20', 85.0), ('2010-06-21', 77.0), ('2010-06-22', 76.0), ('2010-06-23', 76.0), ('2010-06-24', 75.0), ('2010-06-25', 71.0), ('2010-06-26', 70.0), ('2010-06-27', 80.0), ('2010-06-28', 77.0), ('2010-06-29', 70.0), ('2010-06-30', 73.0), ('2011-06-01', 73.0), ('2011-06-02', 76.0), ('2011-06-03', 70.0), ('2011-06-04', 71.0), ('2011-06-05', 80.0), ('2011-06-06', 70.0), ('2011-06-07', 68.0), ('2011-06-08', 74.0), ('2011-06-09', 75.0), ('2011-06-10', 75.0), ('2011-06-11', 78.0), ('2011-06-12', 76.0), ('2011-06-13', 69.0), ('2011-06-14', 73.0), ('2011-06-15', 76.0), ('2011-06-16', 72.0), ('2011-06-17', 72.0), ('2011-06-18', 80.0), ('2011-06-19', 76.0), ('2011-06-20', 71.0), ('2011-06-21', 68.0), ('2011-06-22', 71.0), ('2011-06-23', 72.0), ('2011-06-24', 75.0), ('2011-06-25', 80.0), ('2011-06-26', 75.0), ('2011-06-27', 74.0), ('2011-06-28', 74.0), ('2011-06-29', 69.0), ('2011-06-30', 70.0), ('2012-06-01', 73.0), ('2012-06-02', 76.0), ('2012-06-03', 76.0), ('2012-06-04', 74.0), ('2012-06-05', 71.0), ('2012-06-06', 72.0), ('2012-06-07', 73.0), ('2012-06-08', 77.0), ('2012-06-09', 77.0), ('2012-06-10', 77.0), ('2012-06-11', 79.0), ('2012-06-12', 77.0), ('2012-06-13', 77.0), ('2012-06-14', 78.0), ('2012-06-16', 78.0), ('2012-06-17', 81.0), ('2012-06-18', 76.0), ('2012-06-19', 74.0), ('2012-06-20', 71.0), ('2012-06-21', 78.0), ('2012-06-22', 71.0), ('2012-06-23', 76.0), ('2012-06-24', 81.0), ('2012-06-25', 73.0), ('2012-06-26', 72.0), ('2012-06-27', 72.0), ('2012-06-28', 74.0), ('2012-06-29', 72.0), ('2012-06-30', 79.0), ('2013-06-01', 80.0), ('2013-06-02', 81.0), ('2013-06-03', 75.0), ('2013-06-04', 80.0), ('2013-06-05', 73.0), ('2013-06-06', 74.0), ('2013-06-07', 73.0), ('2013-06-08', 81.0), ('2013-06-09', 79.0), ('2013-06-10', 78.0), ('2013-06-11', 74.0), ('2013-06-12', 74.0), ('2013-06-13', 73.0), ('2013-06-14', 73.0), ('2013-06-15', 77.0), ('2013-06-16', 77.0), ('2013-06-17', 74.0), ('2013-06-18', 73.0), ('2013-06-19', 70.0), ('2013-06-20', 69.0), ('2013-06-21', 72.0), ('2013-06-22', 79.0), ('2013-06-23', 77.0), ('2013-06-24', 70.0), ('2013-06-25', 71.0), ('2013-06-26', 67.0), ('2013-06-27', 66.0), ('2013-06-28', 78.0), ('2013-06-29', 80.0), ('2013-06-30', 80.0), ('2014-06-01', 79.0), ('2014-06-02', 68.0), ('2014-06-03', 67.0), ('2014-06-04', 71.0), ('2014-06-06', 72.0), ('2014-06-07', 79.0), ('2014-06-08', 80.0), ('2014-06-09', 72.0), ('2014-06-10', 68.0), ('2014-06-11', 84.0), ('2014-06-12', 82.0), ('2014-06-13', 79.0), ('2014-06-14', 78.0), ('2014-06-15', 81.0), ('2014-06-16', 77.0), ('2014-06-17', 71.0), ('2014-06-18', 69.0), ('2014-06-19', 73.0), ('2014-06-20', 68.0), ('2014-06-21', 75.0), ('2014-06-22', 79.0), ('2014-06-23', 70.0), ('2014-06-24', 70.0), ('2014-06-25', 73.0), ('2014-06-26', 71.0), ('2014-06-27', 68.0), ('2014-06-29', 78.0), ('2014-06-30', 69.0), ('2015-06-01', 70.0), ('2015-06-02', 67.0), ('2015-06-03', 68.0), ('2015-06-04', 68.0), ('2015-06-05', 71.0), ('2015-06-08', 74.0), ('2015-06-09', 69.0), ('2015-06-11', 69.0), ('2015-06-12', 66.0), ('2015-06-15', 67.0), ('2015-06-16', 69.0), ('2015-06-17', 72.0), ('2015-06-18', 72.0), ('2015-06-19', 72.0), ('2015-06-22', 70.0), ('2015-06-23', 75.0), ('2015-06-24', 73.0), ('2015-06-25', 70.0), ('2015-06-26', 71.0), ('2010-06-01', 70.0), ('2010-06-02', 78.0), ('2010-06-03', 73.0), ('2010-06-04', 68.0), ('2010-06-05', 79.0), ('2010-06-06', 74.0), ('2010-06-07', 75.0), ('2010-06-08', 71.0), ('2010-06-09', 75.0), ('2010-06-14', 76.0), ('2010-06-16', 73.0), ('2010-06-17', 73.0), ('2010-06-19', 74.0), ('2010-06-22', 72.0), ('2010-06-23', 72.0), ('2010-06-24', 72.0), ('2010-06-25', 70.0), ('2010-06-26', 69.0), ('2010-06-27', 73.0), ('2010-06-28', 71.0), ('2010-06-29', 73.0), ('2010-06-30', 72.0), ('2011-06-01', 69.0), ('2011-06-02', 72.0), ('2011-06-03', 66.0), ('2011-06-04', 67.0), ('2011-06-05', 71.0), ('2011-06-06', 71.0), ('2011-06-07', 72.0), ('2011-06-08', 72.0), ('2011-06-09', 71.0), ('2011-06-10', 71.0), ('2011-06-11', 71.0), ('2011-06-12', 69.0), ('2011-06-13', 68.0), ('2011-06-14', 71.0), ('2011-06-15', 73.0), ('2011-06-16', 72.0), ('2011-06-17', 74.0), ('2011-06-18', 70.0), ('2011-06-19', 72.0), ('2011-06-20', 71.0), ('2011-06-21', 71.0), ('2011-06-22', 70.0), ('2011-06-23', 70.0), ('2011-06-24', 69.0), ('2011-06-25', 74.0), ('2011-06-26', 69.0), ('2011-06-27', 72.0), ('2011-06-28', 70.0), ('2011-06-29', 72.0), ('2011-06-30', 72.0), ('2012-06-01', 69.0), ('2012-06-02', 73.0), ('2012-06-03', 71.0), ('2012-06-04', 72.0), ('2012-06-05', 71.0), ('2012-06-06', 72.0), ('2012-06-07', 71.0), ('2012-06-08', 74.0), ('2012-06-09', 74.0), ('2012-06-10', 75.0), ('2012-06-11', 69.0), ('2012-06-12', 75.0), ('2012-06-13', 70.0), ('2012-06-14', 73.0), ('2012-06-15', 72.0), ('2012-06-16', 70.0), ('2012-06-17', 73.0), ('2012-06-18', 71.0), ('2012-06-19', 70.0), ('2012-06-20', 69.0), ('2012-06-21', 71.0), ('2012-06-23', 68.0), ('2012-06-24', 68.0), ('2012-06-25', 68.0), ('2012-06-26', 69.0), ('2012-06-27', 69.0), ('2012-06-28', 69.0), ('2012-06-29', 71.0), ('2013-06-01', 78.0), ('2013-06-02', 72.0), ('2013-06-03', 73.0), ('2013-06-04', 71.0), ('2013-06-05', 72.0), ('2013-06-06', 72.0), ('2013-06-07', 71.0), ('2013-06-08', 74.0), ('2013-06-09', 71.0), ('2013-06-10', 72.0), ('2013-06-11', 72.0), ('2013-06-12', 74.0), ('2013-06-13', 72.0), ('2013-06-14', 69.0), ('2013-06-15', 70.0), ('2013-06-16', 76.0), ('2013-06-17', 70.0), ('2013-06-18', 71.0), ('2013-06-19', 73.0), ('2013-06-20', 68.0), ('2013-06-21', 68.0), ('2013-06-22', 69.0), ('2013-06-23', 70.0), ('2013-06-24', 69.0), ('2013-06-25', 69.0), ('2013-06-26', 70.0), ('2013-06-27', 71.0), ('2013-06-28', 70.0), ('2013-06-29', 67.0), ('2013-06-30', 72.0), ('2014-06-01', 72.0), ('2014-06-02', 75.0), ('2014-06-03', 73.0), ('2014-06-04', 73.0), ('2014-06-05', 72.0), ('2014-06-06', 71.0), ('2014-06-07', 77.0), ('2014-06-08', 73.0), ('2014-06-09', 70.0), ('2014-06-10', 70.0), ('2014-06-11', 76.0), ('2014-06-12', 72.0), ('2014-06-13', 73.0), ('2014-06-14', 77.0), ('2014-06-15', 73.0), ('2014-06-16', 70.0), ('2014-06-17', 68.0), ('2014-06-18', 69.0), ('2014-06-19', 70.0), ('2014-06-20', 70.0), ('2014-06-21', 73.0), ('2014-06-22', 70.0), ('2014-06-23', 69.0), ('2014-06-24', 71.0), ('2014-06-25', 70.0), ('2014-06-26', 70.0), ('2014-06-27', 72.0), ('2014-06-28', 71.0), ('2014-06-29', 70.0), ('2015-06-01', 69.0), ('2015-06-02', 72.0), ('2015-06-03', 72.0), ('2015-06-04', 71.0), ('2015-06-05', 76.0), ('2015-06-06', 71.0), ('2015-06-07', 72.0), ('2015-06-08', 70.0), ('2015-06-09', 72.0), ('2015-06-10', 72.0), ('2015-06-12', 71.0), ('2015-06-13', 72.0), ('2015-06-14', 69.0), ('2015-06-15', 70.0), ('2015-06-16', 73.0), ('2015-06-17', 70.0), ('2015-06-18', 72.0), ('2015-06-19', 72.0), ('2015-06-20', 71.0), ('2015-06-21', 73.0), ('2015-06-22', 72.0), ('2015-06-23', 73.0), ('2015-06-24', 72.0), ('2015-06-25', 71.0), ('2015-06-26', 70.0), ('2015-06-27', 75.0), ('2015-06-28', 72.0), ('2015-06-29', 70.0), ('2015-06-30', 72.0), ('2016-06-01', 70.0), ('2016-06-02', 71.0), ('2016-06-03', 70.0), ('2016-06-05', 73.0), ('2016-06-06', 72.0), ('2016-06-07', 71.0), ('2016-06-08', 71.0), ('2016-06-09', 69.0), ('2016-06-10', 70.0), ('2016-06-11', 73.0), ('2016-06-12', 75.0), ('2016-06-13', 73.0), ('2016-06-14', 72.0), ('2016-06-15', 70.0), ('2016-06-16', 70.0), ('2016-06-17', 69.0), ('2016-06-18', 73.0), ('2016-06-19', 74.0), ('2016-06-20', 72.0), ('2016-06-21', 71.0), ('2016-06-22', 73.0), ('2016-06-23', 72.0), ('2016-06-25', 73.0), ('2016-06-26', 74.0), ('2016-06-27', 72.0), ('2016-06-28', 74.0), ('2016-06-29', 72.0), ('2017-06-01', 74.0), ('2017-06-03', 74.0), ('2017-06-04', 77.0), ('2017-06-05', 74.0), ('2017-06-06', 74.0), ('2017-06-07', 79.0), ('2017-06-08', 75.0), ('2017-06-10', 72.0), ('2017-06-11', 76.0), ('2017-06-12', 74.0), ('2017-06-13', 73.0), ('2017-06-14', 74.0), ('2017-06-15', 77.0), ('2017-06-16', 74.0), ('2017-06-17', 72.0), ('2017-06-18', 77.0), ('2017-06-19', 76.0), ('2017-06-20', 74.0), ('2017-06-21', 75.0), ('2017-06-22', 76.0), ('2017-06-23', 71.0), ('2017-06-24', 73.0), ('2017-06-25', 79.0), ('2017-06-26', 79.0), ('2017-06-27', 74.0), ('2017-06-28', 74.0), ('2017-06-29', 76.0), ('2017-06-30', 75.0)]\n"
     ]
    }
   ],
   "source": [
    "#  3. Convert the June temperatures to a list.\n",
    "results = []\n",
    "results = session.query(Measurement.date, Measurement.tobs).filter(extract('month',Measurement.date)==6).all()\n",
    "print(results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      date  June Temperature\n",
      "2010-06-01              78.0\n",
      "2010-06-02              76.0\n",
      "2010-06-03              78.0\n",
      "2010-06-04              76.0\n",
      "2010-06-05              77.0\n",
      "2010-06-06              78.0\n",
      "2010-06-07              77.0\n",
      "2010-06-08              78.0\n",
      "2010-06-09              78.0\n",
      "2010-06-10              79.0\n",
      "2010-06-11              78.0\n",
      "2010-06-12              78.0\n",
      "2010-06-13              78.0\n",
      "2010-06-14              77.0\n",
      "2010-06-15              78.0\n",
      "2010-06-16              78.0\n",
      "2010-06-17              77.0\n",
      "2010-06-18              77.0\n",
      "2010-06-19              82.0\n",
      "2010-06-20              78.0\n",
      "2010-06-21              78.0\n",
      "2010-06-22              78.0\n",
      "2010-06-23              78.0\n",
      "2010-06-24              78.0\n",
      "2010-06-25              77.0\n",
      "2010-06-26              76.0\n",
      "2010-06-27              78.0\n",
      "2010-06-28              78.0\n",
      "2010-06-29              78.0\n",
      "2010-06-30              78.0\n",
      "2011-06-01              77.0\n",
      "2011-06-02              78.0\n",
      "2011-06-03              73.0\n",
      "2011-06-04              70.0\n",
      "2011-06-05              76.0\n",
      "2011-06-06              77.0\n",
      "2011-06-07              77.0\n",
      "2011-06-08              77.0\n",
      "2011-06-09              77.0\n",
      "2011-06-10              78.0\n",
      "2011-06-11              77.0\n",
      "2011-06-12              77.0\n",
      "2011-06-13              78.0\n",
      "2011-06-14              78.0\n",
      "2011-06-15              77.0\n",
      "2011-06-17              78.0\n",
      "2011-06-18              78.0\n",
      "2011-06-19              75.0\n",
      "2011-06-20              76.0\n",
      "2011-06-21              76.0\n",
      "2011-06-24              77.0\n",
      "2011-06-25              78.0\n",
      "2011-06-26              76.0\n",
      "2011-06-27              77.0\n",
      "2011-06-28              75.0\n",
      "2011-06-29              77.0\n",
      "2012-06-01              76.0\n",
      "2012-06-02              76.0\n",
      "2012-06-03              75.0\n",
      "2012-06-04              77.0\n",
      "2012-06-05              77.0\n",
      "2012-06-06              76.0\n",
      "2012-06-07              78.0\n",
      "2012-06-08              77.0\n",
      "2012-06-09              76.0\n",
      "2012-06-10              77.0\n",
      "2012-06-11              76.0\n",
      "2012-06-12              76.0\n",
      "2012-06-13              77.0\n",
      "2012-06-14              77.0\n",
      "2012-06-15              78.0\n",
      "2012-06-16              77.0\n",
      "2012-06-17              77.0\n",
      "2012-06-18              77.0\n",
      "2012-06-19              76.0\n",
      "2012-06-20              75.0\n",
      "2012-06-21              76.0\n",
      "2012-06-22              76.0\n",
      "2012-06-23              77.0\n",
      "2012-06-24              76.0\n",
      "2012-06-25              73.0\n",
      "2012-06-26              73.0\n",
      "2012-06-27              75.0\n",
      "2012-06-28              77.0\n",
      "2012-06-29              76.0\n",
      "2012-06-30              77.0\n",
      "2013-06-01              79.0\n",
      "2013-06-02              78.0\n",
      "2013-06-03              79.0\n",
      "2013-06-04              78.0\n",
      "2013-06-05              78.0\n",
      "2013-06-06              79.0\n",
      "2013-06-07              77.0\n",
      "2013-06-08              77.0\n",
      "2013-06-09              77.0\n",
      "2013-06-10              77.0\n",
      "2013-06-11              77.0\n",
      "2013-06-12              78.0\n",
      "2013-06-13              77.0\n",
      "2013-06-14              76.0\n",
      "2013-06-15              78.0\n",
      "2013-06-16              78.0\n",
      "2013-06-17              77.0\n",
      "2013-06-18              78.0\n",
      "2013-06-19              78.0\n",
      "2013-06-20              73.0\n",
      "2013-06-21              76.0\n",
      "2013-06-22              77.0\n",
      "2013-06-23              75.0\n",
      "2013-06-24              76.0\n",
      "2013-06-25              74.0\n",
      "2013-06-26              75.0\n",
      "2013-06-27              77.0\n",
      "2013-06-28              76.0\n",
      "2013-06-29              77.0\n",
      "2013-06-30              78.0\n",
      "2014-06-01              79.0\n",
      "2014-06-02              77.0\n",
      "2014-06-03              78.0\n",
      "2014-06-04              79.0\n",
      "2014-06-05              78.0\n",
      "2014-06-06              78.0\n",
      "2014-06-07              78.0\n",
      "2014-06-08              78.0\n",
      "2014-06-09              79.0\n",
      "2014-06-10              79.0\n",
      "2014-06-11              82.0\n",
      "2014-06-12              80.0\n",
      "2014-06-13              79.0\n",
      "2014-06-14              79.0\n",
      "2014-06-15              78.0\n",
      "2014-06-16              78.0\n",
      "2014-06-17              77.0\n",
      "2014-06-18              78.0\n",
      "2014-06-19              78.0\n",
      "2014-06-20              73.0\n",
      "2014-06-21              75.0\n",
      "2014-06-22              75.0\n",
      "2014-06-23              76.0\n",
      "2014-06-24              84.0\n",
      "2014-06-25              79.0\n",
      "2014-06-26              76.0\n",
      "2014-06-27              79.0\n",
      "2014-06-28              79.0\n",
      "2014-06-29              77.0\n",
      "2014-06-30              79.0\n",
      "2015-06-01              78.0\n",
      "2015-06-02              78.0\n",
      "2015-06-03              79.0\n",
      "2015-06-04              77.0\n",
      "2015-06-05              79.0\n",
      "2015-06-06              78.0\n",
      "2015-06-07              78.0\n",
      "2015-06-08              78.0\n",
      "2015-06-09              79.0\n",
      "2015-06-10              77.0\n",
      "2015-06-11              78.0\n",
      "2015-06-12              78.0\n",
      "2015-06-13              78.0\n",
      "2015-06-14              78.0\n",
      "2015-06-15              79.0\n",
      "2015-06-16              79.0\n",
      "2015-06-17              77.0\n",
      "2015-06-18              78.0\n",
      "2015-06-19              78.0\n",
      "2015-06-20              78.0\n",
      "2015-06-21              79.0\n",
      "2015-06-22              79.0\n",
      "2015-06-23              77.0\n",
      "2015-06-24              79.0\n",
      "2015-06-25              79.0\n",
      "2015-06-26              79.0\n",
      "2015-06-27              81.0\n",
      "2015-06-28              76.0\n",
      "2015-06-29              80.0\n",
      "2015-06-30              78.0\n",
      "2016-06-01              76.0\n",
      "2016-06-02              71.0\n",
      "2016-06-03              71.0\n",
      "2016-06-04              74.0\n",
      "2016-06-05              76.0\n",
      "2016-06-06              78.0\n",
      "2016-06-07              77.0\n",
      "2016-06-08              77.0\n",
      "2016-06-09              73.0\n",
      "2016-06-10              77.0\n",
      "2016-06-11              78.0\n",
      "2016-06-12              78.0\n",
      "2016-06-13              80.0\n",
      "2016-06-14              79.0\n",
      "2016-06-15              78.0\n",
      "2016-06-16              77.0\n",
      "2016-06-17              76.0\n",
      "2016-06-18              77.0\n",
      "2016-06-19              77.0\n",
      "2016-06-20              78.0\n",
      "2016-06-21              80.0\n",
      "2016-06-22              79.0\n",
      "2016-06-23              79.0\n",
      "2016-06-24              77.0\n",
      "2016-06-25              78.0\n",
      "2016-06-26              79.0\n",
      "2016-06-27              80.0\n",
      "2016-06-28              76.0\n",
      "2016-06-29              79.0\n",
      "2016-06-30              80.0\n",
      "2017-06-01              79.0\n",
      "2017-06-02              79.0\n",
      "2017-06-03              79.0\n",
      "2017-06-04              79.0\n",
      "2017-06-05              80.0\n",
      "2017-06-06              79.0\n",
      "2017-06-07              79.0\n",
      "2017-06-08              80.0\n",
      "2017-06-09              80.0\n",
      "2017-06-10              77.0\n",
      "2017-06-11              79.0\n",
      "2017-06-12              83.0\n",
      "2017-06-13              80.0\n",
      "2017-06-14              80.0\n",
      "2017-06-15              78.0\n",
      "2017-06-16              79.0\n",
      "2017-06-17              80.0\n",
      "2017-06-18              77.0\n",
      "2017-06-19              80.0\n",
      "2017-06-20              78.0\n",
      "2017-06-21              79.0\n",
      "2017-06-22              80.0\n",
      "2017-06-23              78.0\n",
      "2017-06-24              80.0\n",
      "2017-06-25              80.0\n",
      "2017-06-26              81.0\n",
      "2017-06-27              80.0\n",
      "2017-06-28              79.0\n",
      "2017-06-29              79.0\n",
      "2017-06-30              75.0\n",
      "2010-06-01              74.0\n",
      "2010-06-02              76.0\n",
      "2010-06-03              75.0\n",
      "2010-06-04              75.0\n",
      "2010-06-05              74.0\n",
      "2010-06-06              75.0\n",
      "2010-06-07              75.0\n",
      "2010-06-08              75.0\n",
      "2010-06-09              75.0\n",
      "2010-06-10              75.0\n",
      "2010-06-11              83.0\n",
      "2010-06-12              75.0\n",
      "2010-06-13              76.0\n",
      "2010-06-14              73.0\n",
      "2010-06-15              74.0\n",
      "2010-06-16              74.0\n",
      "2010-06-17              75.0\n",
      "2010-06-18              70.0\n",
      "2010-06-19              74.0\n",
      "2010-06-20              75.0\n",
      "2010-06-21              75.0\n",
      "2010-06-22              75.0\n",
      "2010-06-23              75.0\n",
      "2010-06-24              75.0\n",
      "2010-06-25              74.0\n",
      "2010-06-26              72.0\n",
      "2010-06-27              76.0\n",
      "2010-06-28              73.0\n",
      "2010-06-29              75.0\n",
      "2010-06-30              76.0\n",
      "2011-06-01              74.0\n",
      "2011-06-02              75.0\n",
      "2011-06-03              71.0\n",
      "2011-06-04              69.0\n",
      "2011-06-05              69.0\n",
      "2011-06-06              74.0\n",
      "2011-06-07              71.0\n",
      "2011-06-08              74.0\n",
      "2011-06-09              74.0\n",
      "2011-06-10              75.0\n",
      "2011-06-11              73.0\n",
      "2011-06-12              73.0\n",
      "2011-06-13              73.0\n",
      "2011-06-14              75.0\n",
      "2011-06-15              75.0\n",
      "2011-06-16              74.0\n",
      "2011-06-17              74.0\n",
      "2011-06-18              75.0\n",
      "2011-06-19              74.0\n",
      "2011-06-20              73.0\n",
      "2011-06-21              72.0\n",
      "2011-06-22              74.0\n",
      "2011-06-23              72.0\n",
      "2011-06-24              75.0\n",
      "2011-06-25              76.0\n",
      "2011-06-26              74.0\n",
      "2011-06-27              74.0\n",
      "2011-06-28              74.0\n",
      "2011-06-29              74.0\n",
      "2011-06-30              74.0\n",
      "2012-06-01              71.0\n",
      "2012-06-02              71.0\n",
      "2012-06-03              75.0\n",
      "2012-06-04              72.0\n",
      "2012-06-05              72.0\n",
      "2012-06-06              73.0\n",
      "2012-06-07              73.0\n",
      "2012-06-08              73.0\n",
      "2012-06-09              74.0\n",
      "2012-06-10              73.0\n",
      "2012-06-11              72.0\n",
      "2012-06-12              72.0\n",
      "2012-06-13              70.0\n",
      "2012-06-14              72.0\n",
      "2012-06-15              72.0\n",
      "2012-06-16              72.0\n",
      "2012-06-17              74.0\n",
      "2012-06-18              73.0\n",
      "2012-06-19              73.0\n",
      "2012-06-20              70.0\n",
      "2012-06-21              73.0\n",
      "2012-06-22              72.0\n",
      "2012-06-23              73.0\n",
      "2012-06-24              69.0\n",
      "2012-06-25              72.0\n",
      "2012-06-26              71.0\n",
      "2012-06-27              71.0\n",
      "2012-06-28              73.0\n",
      "2012-06-29              73.0\n",
      "2012-06-30              72.0\n",
      "2013-06-01              75.0\n",
      "2013-06-02              75.0\n",
      "2013-06-03              75.0\n",
      "2013-06-04              75.0\n",
      "2013-06-05              74.0\n",
      "2013-06-06              74.0\n",
      "2013-06-07              74.0\n",
      "2013-06-08              75.0\n",
      "2013-06-09              75.0\n",
      "2013-06-10              74.0\n",
      "2013-06-11              75.0\n",
      "2013-06-12              75.0\n",
      "2013-06-13              74.0\n",
      "2013-06-14              72.0\n",
      "2013-06-15              74.0\n",
      "2013-06-16              74.0\n",
      "2013-06-17              74.0\n",
      "2013-06-18              74.0\n",
      "2013-06-19              74.0\n",
      "2013-06-20              72.0\n",
      "2013-06-21              70.0\n",
      "2013-06-22              75.0\n",
      "2013-06-23              74.0\n",
      "2013-06-24              71.0\n",
      "2013-06-25              71.0\n",
      "2013-06-26              70.0\n",
      "2013-06-27              73.0\n",
      "2013-06-28              71.0\n",
      "2013-06-29              71.0\n",
      "2013-06-30              77.0\n",
      "2014-06-01              77.0\n",
      "2014-06-02              74.0\n",
      "2014-06-03              73.0\n",
      "2014-06-04              75.0\n",
      "2014-06-05              75.0\n",
      "2014-06-06              74.0\n",
      "2014-06-07              74.0\n",
      "2014-06-08              75.0\n",
      "2014-06-09              75.0\n",
      "2014-06-10              72.0\n",
      "2014-06-11              74.0\n",
      "2014-06-12              76.0\n",
      "2014-06-13              76.0\n",
      "2014-06-14              75.0\n",
      "2014-06-15              75.0\n",
      "2014-06-16              74.0\n",
      "2014-06-17              72.0\n",
      "2014-06-18              74.0\n",
      "2014-06-19              75.0\n",
      "2014-06-20              70.0\n",
      "2014-06-21              71.0\n",
      "2014-06-22              72.0\n",
      "2014-06-23              71.0\n",
      "2014-06-24              73.0\n",
      "2014-06-25              74.0\n",
      "2014-06-26              72.0\n",
      "2014-06-27              74.0\n",
      "2014-06-28              76.0\n",
      "2014-06-29              72.0\n",
      "2014-06-30              75.0\n",
      "2015-06-03              75.0\n",
      "2015-06-04              72.0\n",
      "2015-06-05              70.0\n",
      "2015-06-06              76.0\n",
      "2015-06-07              78.0\n",
      "2015-06-08              72.0\n",
      "2015-06-09              74.0\n",
      "2015-06-10              74.0\n",
      "2015-06-11              72.0\n",
      "2015-06-12              71.0\n",
      "2015-06-13              79.0\n",
      "2015-06-14              79.0\n",
      "2015-06-15              76.0\n",
      "2015-06-16              75.0\n",
      "2015-06-17              72.0\n",
      "2015-06-18              74.0\n",
      "2015-06-19              76.0\n",
      "2015-06-20              76.0\n",
      "2015-06-21              77.0\n",
      "2015-06-22              75.0\n",
      "2015-06-23              76.0\n",
      "2015-06-24              75.0\n",
      "2015-06-25              75.0\n",
      "2015-06-26              76.0\n",
      "2015-06-27              76.0\n",
      "2015-06-29              74.0\n",
      "2016-06-01              70.0\n",
      "2016-06-02              69.0\n",
      "2016-06-03              70.0\n",
      "2016-06-04              68.0\n",
      "2016-06-05              70.0\n",
      "2016-06-06              74.0\n",
      "2016-06-07              75.0\n",
      "2016-06-08              74.0\n",
      "2016-06-09              71.0\n",
      "2016-06-10              73.0\n",
      "2016-06-11              75.0\n",
      "2016-06-12              74.0\n",
      "2016-06-13              76.0\n",
      "2016-06-14              76.0\n",
      "2016-06-15              76.0\n",
      "2016-06-16              76.0\n",
      "2016-06-17              75.0\n",
      "2016-06-18              75.0\n",
      "2016-06-19              75.0\n",
      "2016-06-20              74.0\n",
      "2016-06-21              73.0\n",
      "2016-06-22              76.0\n",
      "2016-06-23              74.0\n",
      "2016-06-24              78.0\n",
      "2016-06-25              71.0\n",
      "2016-06-26              75.0\n",
      "2016-06-27              75.0\n",
      "2016-06-28              74.0\n",
      "2016-06-29              77.0\n",
      "2016-06-30              77.0\n",
      "2017-06-01              76.0\n",
      "2017-06-02              76.0\n",
      "2017-06-03              76.0\n",
      "2017-06-04              78.0\n",
      "2017-06-05              76.0\n",
      "2017-06-06              75.0\n",
      "2017-06-07              75.0\n",
      "2017-06-08              76.0\n",
      "2017-06-09              78.0\n",
      "2017-06-10              75.0\n",
      "2017-06-11              73.0\n",
      "2017-06-12              76.0\n",
      "2017-06-13              76.0\n",
      "2017-06-14              76.0\n",
      "2017-06-15              77.0\n",
      "2017-06-16              76.0\n",
      "2017-06-17              77.0\n",
      "2017-06-18              72.0\n",
      "2017-06-19              77.0\n",
      "2017-06-20              75.0\n",
      "2017-06-21              82.0\n",
      "2017-06-22              77.0\n",
      "2017-06-23              76.0\n",
      "2017-06-24              74.0\n",
      "2017-06-25              73.0\n",
      "2017-06-26              77.0\n",
      "2017-06-27              77.0\n",
      "2017-06-28              77.0\n",
      "2017-06-29              76.0\n",
      "2017-06-30              74.0\n",
      "2010-06-01              73.0\n",
      "2010-06-02              72.0\n",
      "2010-06-03              74.0\n",
      "2010-06-04              73.0\n",
      "2010-06-05              72.0\n",
      "2010-06-06              75.0\n",
      "2010-06-07              74.0\n",
      "2010-06-08              75.0\n",
      "2010-06-09              73.0\n",
      "2010-06-10              75.0\n",
      "2010-06-11              76.0\n",
      "2010-06-12              74.0\n",
      "2010-06-13              74.0\n",
      "2010-06-14              73.0\n",
      "2010-06-15              73.0\n",
      "2010-06-16              76.0\n",
      "2010-06-17              75.0\n",
      "2010-06-18              70.0\n",
      "2010-06-19              75.0\n",
      "2010-06-20              73.0\n",
      "2010-06-21              74.0\n",
      "2010-06-22              74.0\n",
      "2010-06-23              74.0\n",
      "2010-06-24              74.0\n",
      "2010-06-25              70.0\n",
      "2010-06-27              75.0\n",
      "2010-06-28              74.0\n",
      "2010-06-29              73.0\n",
      "2010-06-30              74.0\n",
      "2011-06-01              72.0\n",
      "2011-06-02              73.0\n",
      "2011-06-03              67.0\n",
      "2011-06-04              69.0\n",
      "2011-06-05              76.0\n",
      "2011-06-06              73.0\n",
      "2011-06-07              70.0\n",
      "2011-06-08              72.0\n",
      "2011-06-09              74.0\n",
      "2011-06-10              72.0\n",
      "2011-06-13              72.0\n",
      "2011-06-14              75.0\n",
      "2011-06-15              73.0\n",
      "2011-06-16              73.0\n",
      "2011-06-17              72.0\n",
      "2011-06-18              74.0\n",
      "2011-06-19              76.0\n",
      "2011-06-21              72.0\n",
      "2011-06-22              74.0\n",
      "2011-06-23              70.0\n",
      "2011-06-24              74.0\n",
      "2011-06-25              74.0\n",
      "2011-06-27              74.0\n",
      "2011-06-28              71.0\n",
      "2012-06-21              75.0\n",
      "2012-06-22              75.0\n",
      "2012-06-24              76.0\n",
      "2012-06-25              77.0\n",
      "2012-06-26              75.0\n",
      "2012-06-27              74.0\n",
      "2012-06-28              75.0\n",
      "2012-06-29              76.0\n",
      "2012-06-30              78.0\n",
      "2013-06-03              78.0\n",
      "2013-06-04              76.0\n",
      "2013-06-05              78.0\n",
      "2013-06-06              76.0\n",
      "2013-06-07              76.0\n",
      "2013-06-08              78.0\n",
      "2013-06-09              79.0\n",
      "2013-06-10              77.0\n",
      "2013-06-11              76.0\n",
      "2013-06-12              77.0\n",
      "2013-06-13              77.0\n",
      "2013-06-14              76.0\n",
      "2013-06-16              78.0\n",
      "2013-06-17              76.0\n",
      "2013-06-18              76.0\n",
      "2013-06-19              77.0\n",
      "2013-06-20              71.0\n",
      "2013-06-25              74.0\n",
      "2013-06-26              72.0\n",
      "2013-06-27              77.0\n",
      "2014-06-01              77.0\n",
      "2014-06-02              78.0\n",
      "2014-06-03              77.0\n",
      "2014-06-04              77.0\n",
      "2014-06-05              76.0\n",
      "2014-06-06              75.0\n",
      "2014-06-07              79.0\n",
      "2014-06-09              75.0\n",
      "2014-06-10              73.0\n",
      "2014-06-11              76.0\n",
      "2014-06-12              78.0\n",
      "2014-06-13              77.0\n",
      "2014-06-14              78.0\n",
      "2014-06-16              76.0\n",
      "2014-06-17              75.0\n",
      "2014-06-18              76.0\n",
      "2014-06-19              77.0\n",
      "2014-06-20              74.0\n",
      "2014-06-21              78.0\n",
      "2014-06-23              77.0\n",
      "2014-06-24              77.0\n",
      "2014-06-25              74.0\n",
      "2014-06-26              74.0\n",
      "2014-06-27              78.0\n",
      "2014-06-29              79.0\n",
      "2014-06-30              79.0\n",
      "2015-06-01              78.0\n",
      "2015-06-03              75.0\n",
      "2015-06-04              76.0\n",
      "2015-06-05              78.0\n",
      "2015-06-06              78.0\n",
      "2015-06-08              74.0\n",
      "2015-06-09              78.0\n",
      "2015-06-10              77.0\n",
      "2015-06-11              76.0\n",
      "2015-06-12              78.0\n",
      "2015-06-14              78.0\n",
      "2015-06-15              78.0\n",
      "2015-06-16              78.0\n",
      "2015-06-17              74.0\n",
      "2015-06-18              79.0\n",
      "2015-06-19              77.0\n",
      "2015-06-20              73.0\n",
      "2015-06-21              79.0\n",
      "2015-06-22              79.0\n",
      "2015-06-23              78.0\n",
      "2015-06-24              77.0\n",
      "2015-06-25              78.0\n",
      "2015-06-26              78.0\n",
      "2015-06-27              80.0\n",
      "2015-06-28              80.0\n",
      "2015-06-29              79.0\n",
      "2015-06-30              74.0\n",
      "2016-06-01              71.0\n",
      "2016-06-02              74.0\n",
      "2016-06-03              75.0\n",
      "2016-06-07              75.0\n",
      "2016-06-08              74.0\n",
      "2016-06-09              76.0\n",
      "2016-06-10              75.0\n",
      "2016-06-11              77.0\n",
      "2016-06-12              77.0\n",
      "2016-06-13              79.0\n",
      "2016-06-14              79.0\n",
      "2016-06-15              78.0\n",
      "2016-06-16              79.0\n",
      "2016-06-17              73.0\n",
      "2016-06-18              78.0\n",
      "2016-06-19              79.0\n",
      "2016-06-20              80.0\n",
      "2016-06-21              76.0\n",
      "2016-06-22              79.0\n",
      "2016-06-23              79.0\n",
      "2016-06-24              77.0\n",
      "2016-06-25              80.0\n",
      "2016-06-26              79.0\n",
      "2016-06-27              78.0\n",
      "2016-06-28              78.0\n",
      "2016-06-29              79.0\n",
      "2016-06-30              78.0\n",
      "2017-06-01              81.0\n",
      "2017-06-02              78.0\n",
      "2017-06-03              80.0\n",
      "2017-06-04              79.0\n",
      "2017-06-05              81.0\n",
      "2017-06-06              80.0\n",
      "2017-06-07              81.0\n",
      "2017-06-08              79.0\n",
      "2017-06-09              81.0\n",
      "2017-06-10              78.0\n",
      "2017-06-11              79.0\n",
      "2017-06-12              79.0\n",
      "2017-06-13              75.0\n",
      "2017-06-14              79.0\n",
      "2017-06-15              78.0\n",
      "2017-06-16              80.0\n",
      "2017-06-17              78.0\n",
      "2017-06-18              77.0\n",
      "2017-06-19              78.0\n",
      "2017-06-20              79.0\n",
      "2017-06-23              76.0\n",
      "2017-06-26              80.0\n",
      "2017-06-29              76.0\n",
      "2017-06-30              81.0\n",
      "2010-06-01              77.0\n",
      "2010-06-02              76.0\n",
      "2010-06-03              77.0\n",
      "2010-06-04              75.0\n",
      "2010-06-07              76.0\n",
      "2010-06-08              79.0\n",
      "2010-06-09              79.0\n",
      "2010-06-10              77.0\n",
      "2010-06-15              76.0\n",
      "2010-06-16              77.0\n",
      "2010-06-17              76.0\n",
      "2010-06-18              73.0\n",
      "2010-06-21              76.0\n",
      "2010-06-22              77.0\n",
      "2010-06-23              77.0\n",
      "2010-06-24              78.0\n",
      "2010-06-25              77.0\n",
      "2010-06-28              76.0\n",
      "2010-06-29              78.0\n",
      "2010-06-30              78.0\n",
      "2011-06-01              75.0\n",
      "2011-06-02              77.0\n",
      "2011-06-03              65.0\n",
      "2011-06-06              76.0\n",
      "2011-06-07              74.0\n",
      "2011-06-08              76.0\n",
      "2011-06-09              76.0\n",
      "2011-06-13              77.0\n",
      "2011-06-14              77.0\n",
      "2011-06-15              76.0\n",
      "2011-06-16              77.0\n",
      "2011-06-17              76.0\n",
      "2011-06-20              77.0\n",
      "2011-06-21              74.0\n",
      "2011-06-22              76.0\n",
      "2011-06-23              73.0\n",
      "2011-06-24              75.0\n",
      "2011-06-27              76.0\n",
      "2011-06-28              75.0\n",
      "2011-06-29              76.0\n",
      "2011-06-30              75.0\n",
      "2012-06-01              74.0\n",
      "2012-06-04              74.0\n",
      "2012-06-05              74.0\n",
      "2012-06-06              74.0\n",
      "2012-06-07              76.0\n",
      "2012-06-08              76.0\n",
      "2012-06-12              77.0\n",
      "2012-06-13              77.0\n",
      "2012-06-14              78.0\n",
      "2012-06-15              73.0\n",
      "2012-06-18              75.0\n",
      "2012-06-19              72.0\n",
      "2012-06-20              76.0\n",
      "2012-06-21              76.0\n",
      "2012-06-22              73.0\n",
      "2012-06-25              74.0\n",
      "2012-06-26              72.0\n",
      "2012-06-27              76.0\n",
      "2012-06-28              76.0\n",
      "2012-06-29              76.0\n",
      "2013-06-03              78.0\n",
      "2013-06-04              78.0\n",
      "2013-06-05              78.0\n",
      "2013-06-06              78.0\n",
      "2013-06-07              75.0\n",
      "2013-06-10              77.0\n",
      "2013-06-12              73.0\n",
      "2013-06-13              78.0\n",
      "2013-06-14              75.0\n",
      "2013-06-17              73.0\n",
      "2013-06-18              77.0\n",
      "2013-06-19              80.0\n",
      "2013-06-20              70.0\n",
      "2013-06-21              78.0\n",
      "2013-06-25              72.0\n",
      "2013-06-26              78.0\n",
      "2013-06-27              72.0\n",
      "2013-06-28              78.0\n",
      "2014-06-02              77.0\n",
      "2014-06-03              79.0\n",
      "2014-06-04              77.0\n",
      "2014-06-05              78.0\n",
      "2014-06-06              74.0\n",
      "2014-06-09              79.0\n",
      "2014-06-10              79.0\n",
      "2014-06-12              79.0\n",
      "2014-06-13              79.0\n",
      "2014-06-16              77.0\n",
      "2014-06-17              79.0\n",
      "2014-06-18              78.0\n",
      "2014-06-19              80.0\n",
      "2014-06-20              81.0\n",
      "2014-06-27              81.0\n",
      "2015-06-10              78.0\n",
      "2015-06-12              77.0\n",
      "2015-06-15              78.0\n",
      "2015-06-16              79.0\n",
      "2015-06-17              77.0\n",
      "2015-06-18              79.0\n",
      "2015-06-19              80.0\n",
      "2015-06-22              79.0\n",
      "2015-06-23              78.0\n",
      "2015-06-24              79.0\n",
      "2015-06-25              79.0\n",
      "2015-06-29              79.0\n",
      "2015-06-30              81.0\n",
      "2016-06-01              64.0\n",
      "2016-06-02              65.0\n",
      "2016-06-03              75.0\n",
      "2016-06-06              76.0\n",
      "2016-06-07              78.0\n",
      "2016-06-08              77.0\n",
      "2016-06-09              75.0\n",
      "2016-06-13              78.0\n",
      "2016-06-14              81.0\n",
      "2016-06-15              78.0\n",
      "2016-06-16              76.0\n",
      "2016-06-17              73.0\n",
      "2016-06-20              74.0\n",
      "2016-06-21              76.0\n",
      "2016-06-22              78.0\n",
      "2016-06-23              79.0\n",
      "2016-06-24              78.0\n",
      "2016-06-27              72.0\n",
      "2016-06-28              78.0\n",
      "2016-06-29              80.0\n",
      "2016-06-30              81.0\n",
      "2017-06-02              79.0\n",
      "2017-06-05              78.0\n",
      "2017-06-06              80.0\n",
      "2017-06-07              80.0\n",
      "2017-06-08              78.0\n",
      "2017-06-09              80.0\n",
      "2017-06-13              81.0\n",
      "2017-06-14              78.0\n",
      "2017-06-15              77.0\n",
      "2017-06-16              78.0\n",
      "2017-06-19              78.0\n",
      "2017-06-20              77.0\n",
      "2017-06-21              76.0\n",
      "2017-06-22              81.0\n",
      "2017-06-23              76.0\n",
      "2017-06-26              82.0\n",
      "2017-06-27              80.0\n",
      "2017-06-28              80.0\n",
      "2017-06-29              79.0\n",
      "2017-06-30              74.0\n",
      "2010-06-01              69.0\n",
      "2010-06-02              70.0\n",
      "2010-06-03              67.0\n",
      "2010-06-04              70.0\n",
      "2010-06-05              73.0\n",
      "2010-06-06              73.0\n",
      "2010-06-09              72.0\n",
      "2010-06-10              72.0\n",
      "2010-06-11              77.0\n",
      "2010-06-12              70.0\n",
      "2010-06-13              78.0\n",
      "2010-06-15              73.0\n",
      "2010-06-17              75.0\n",
      "2010-06-18              70.0\n",
      "2010-06-19              74.0\n",
      "2010-06-20              77.0\n",
      "2010-06-22              69.0\n",
      "2010-06-23              73.0\n",
      "2010-06-24              73.0\n",
      "2010-06-25              74.0\n",
      "2010-06-28              73.0\n",
      "2010-06-29              72.0\n",
      "2010-06-30              75.0\n",
      "2011-06-08              73.0\n",
      "2011-06-09              76.0\n",
      "2011-06-12              74.0\n",
      "2011-06-13              76.0\n",
      "2011-06-14              73.0\n",
      "2011-06-15              76.0\n",
      "2011-06-16              76.0\n",
      "2011-06-20              78.0\n",
      "2011-06-21              75.0\n",
      "2011-06-22              77.0\n",
      "2012-06-01              75.0\n",
      "2012-06-14              73.0\n",
      "2012-06-21              76.0\n",
      "2012-06-26              71.0\n",
      "2012-06-29              71.0\n",
      "2010-06-01              76.0\n",
      "2010-06-02              76.0\n",
      "2010-06-03              76.0\n",
      "2010-06-04              73.0\n",
      "2010-06-05              78.0\n",
      "2010-06-06              77.0\n",
      "2010-06-07              77.0\n",
      "2010-06-08              77.0\n",
      "2010-06-09              78.0\n",
      "2010-06-10              78.0\n",
      "2010-06-11              76.0\n",
      "2010-06-12              76.0\n",
      "2010-06-13              79.0\n",
      "2010-06-14              74.0\n",
      "2010-06-15              75.0\n",
      "2010-06-16              76.0\n",
      "2010-06-17              75.0\n",
      "2010-06-18              73.0\n",
      "2010-06-19              76.0\n",
      "2010-06-20              78.0\n",
      "2010-06-21              76.0\n",
      "2010-06-22              79.0\n",
      "2010-06-23              77.0\n",
      "2010-06-24              76.0\n",
      "2010-06-25              74.0\n",
      "2010-06-26              75.0\n",
      "2010-06-28              76.0\n",
      "2010-06-29              76.0\n",
      "2010-06-30              76.0\n",
      "2011-06-01              79.0\n",
      "2011-06-02              76.0\n",
      "2011-06-03              72.0\n",
      "2011-06-04              71.0\n",
      "2011-06-05              72.0\n",
      "2011-06-06              76.0\n",
      "2011-06-07              74.0\n",
      "2011-06-08              75.0\n",
      "2011-06-09              76.0\n",
      "2011-06-10              77.0\n",
      "2011-06-11              76.0\n",
      "2011-06-12              75.0\n",
      "2011-06-13              76.0\n",
      "2011-06-14              76.0\n",
      "2011-06-15              76.0\n",
      "2011-06-16              75.0\n",
      "2011-06-17              76.0\n",
      "2011-06-18              76.0\n",
      "2011-06-19              79.0\n",
      "2011-06-20              74.0\n",
      "2011-06-21              73.0\n",
      "2011-06-22              75.0\n",
      "2011-06-23              74.0\n",
      "2011-06-24              75.0\n",
      "2011-06-25              76.0\n",
      "2011-06-26              72.0\n",
      "2011-06-27              74.0\n",
      "2011-06-28              74.0\n",
      "2011-06-29              75.0\n",
      "2011-06-30              75.0\n",
      "2012-06-01              74.0\n",
      "2012-06-02              75.0\n",
      "2012-06-03              77.0\n",
      "2012-06-04              75.0\n",
      "2012-06-05              74.0\n",
      "2012-06-06              75.0\n",
      "2012-06-07              74.0\n",
      "2012-06-08              75.0\n",
      "2012-06-09              73.0\n",
      "2012-06-10              75.0\n",
      "2012-06-11              76.0\n",
      "2012-06-12              76.0\n",
      "2012-06-13              76.0\n",
      "2012-06-14              79.0\n",
      "2012-06-15              74.0\n",
      "2012-06-16              78.0\n",
      "2012-06-17              80.0\n",
      "2012-06-18              75.0\n",
      "2012-06-19              72.0\n",
      "2012-06-20              72.0\n",
      "2012-06-21              74.0\n",
      "2012-06-22              78.0\n",
      "2012-06-23              76.0\n",
      "2012-06-24              77.0\n",
      "2012-06-25              72.0\n",
      "2012-06-26              72.0\n",
      "2012-06-27              73.0\n",
      "2012-06-28              75.0\n",
      "2012-06-29              79.0\n",
      "2012-06-30              81.0\n",
      "2013-06-01              76.0\n",
      "2013-06-02              76.0\n",
      "2013-06-03              77.0\n",
      "2013-06-04              78.0\n",
      "2013-06-05              79.0\n",
      "2013-06-06              79.0\n",
      "2013-06-07              75.0\n",
      "2013-06-08              79.0\n",
      "2013-06-09              79.0\n",
      "2013-06-10              75.0\n",
      "2013-06-11              77.0\n",
      "2013-06-12              81.0\n",
      "2013-06-13              76.0\n",
      "2013-06-14              75.0\n",
      "2013-06-15              78.0\n",
      "2013-06-16              81.0\n",
      "2013-06-17              76.0\n",
      "2013-06-18              76.0\n",
      "2013-06-19              76.0\n",
      "2013-06-20              72.0\n",
      "2013-06-21              73.0\n",
      "2013-06-22              74.0\n",
      "2013-06-23              74.0\n",
      "2013-06-24              75.0\n",
      "2013-06-25              73.0\n",
      "2013-06-26              73.0\n",
      "2013-06-27              76.0\n",
      "2013-06-29              73.0\n",
      "2013-06-30              79.0\n",
      "2014-06-01              78.0\n",
      "2014-06-02              76.0\n",
      "2014-06-04              76.0\n",
      "2014-06-05              76.0\n",
      "2014-06-06              77.0\n",
      "2014-06-07              79.0\n",
      "2014-06-08              80.0\n",
      "2014-06-09              78.0\n",
      "2014-06-10              76.0\n",
      "2014-06-11              78.0\n",
      "2014-06-12              78.0\n",
      "2014-06-13              77.0\n",
      "2014-06-14              79.0\n",
      "2014-06-15              79.0\n",
      "2014-06-16              75.0\n",
      "2014-06-18              76.0\n",
      "2014-06-19              77.0\n",
      "2014-06-20              74.0\n",
      "2014-06-21              77.0\n",
      "2014-06-22              76.0\n",
      "2014-06-23              76.0\n",
      "2014-06-24              75.0\n",
      "2014-06-25              74.0\n",
      "2014-06-26              79.0\n",
      "2014-06-28              76.0\n",
      "2014-06-29              74.0\n",
      "2014-06-30              76.0\n",
      "2015-06-01              77.0\n",
      "2015-06-02              78.0\n",
      "2015-06-03              77.0\n",
      "2015-06-04              75.0\n",
      "2015-06-05              75.0\n",
      "2015-06-06              80.0\n",
      "2015-06-07              77.0\n",
      "2015-06-08              77.0\n",
      "2015-06-09              77.0\n",
      "2015-06-10              80.0\n",
      "2015-06-11              76.0\n",
      "2015-06-12              78.0\n",
      "2015-06-13              77.0\n",
      "2015-06-14              79.0\n",
      "2015-06-15              79.0\n",
      "2015-06-16              77.0\n",
      "2015-06-17              75.0\n",
      "2015-06-18              76.0\n",
      "2015-06-19              78.0\n",
      "2015-06-20              78.0\n",
      "2015-06-21              80.0\n",
      "2015-06-22              78.0\n",
      "2015-06-23              79.0\n",
      "2015-06-24              79.0\n",
      "2015-06-25              77.0\n",
      "2015-06-26              77.0\n",
      "2015-06-27              81.0\n",
      "2015-06-29              75.0\n",
      "2015-06-30              72.0\n",
      "2016-06-01              75.0\n",
      "2016-06-02              75.0\n",
      "2016-06-03              75.0\n",
      "2016-06-04              75.0\n",
      "2016-06-05              73.0\n",
      "2016-06-06              78.0\n",
      "2016-06-07              77.0\n",
      "2016-06-08              80.0\n",
      "2016-06-09              72.0\n",
      "2016-06-10              78.0\n",
      "2016-06-11              78.0\n",
      "2016-06-12              77.0\n",
      "2016-06-13              78.0\n",
      "2016-06-14              79.0\n",
      "2016-06-15              80.0\n",
      "2016-06-17              76.0\n",
      "2016-06-18              77.0\n",
      "2016-06-19              79.0\n",
      "2016-06-20              79.0\n",
      "2016-06-21              77.0\n",
      "2016-06-22              79.0\n",
      "2016-06-23              80.0\n",
      "2016-06-24              80.0\n",
      "2016-06-25              77.0\n",
      "2016-06-26              79.0\n",
      "2016-06-27              81.0\n",
      "2016-06-28              78.0\n",
      "2016-06-29              80.0\n",
      "2016-06-30              79.0\n",
      "2017-06-01              79.0\n",
      "2017-06-02              81.0\n",
      "2017-06-03              79.0\n",
      "2017-06-04              81.0\n",
      "2017-06-05              78.0\n",
      "2017-06-06              78.0\n",
      "2017-06-07              78.0\n",
      "2017-06-08              77.0\n",
      "2017-06-09              78.0\n",
      "2017-06-10              75.0\n",
      "2017-06-11              81.0\n",
      "2017-06-12              80.0\n",
      "2017-06-13              77.0\n",
      "2017-06-14              80.0\n",
      "2017-06-15              78.0\n",
      "2017-06-16              80.0\n",
      "2017-06-17              77.0\n",
      "2017-06-18              78.0\n",
      "2017-06-19              78.0\n",
      "2017-06-21              80.0\n",
      "2017-06-22              80.0\n",
      "2017-06-23              79.0\n",
      "2017-06-24              82.0\n",
      "2017-06-25              80.0\n",
      "2017-06-26              81.0\n",
      "2017-06-27              81.0\n",
      "2017-06-28              79.0\n",
      "2017-06-29              78.0\n",
      "2017-06-30              75.0\n",
      "2010-06-01              71.0\n",
      "2010-06-02              71.0\n",
      "2010-06-03              72.0\n",
      "2010-06-04              72.0\n",
      "2010-06-05              76.0\n",
      "2010-06-06              77.0\n",
      "2010-06-07              71.0\n",
      "2010-06-08              73.0\n",
      "2010-06-09              73.0\n",
      "2010-06-10              75.0\n",
      "2010-06-11              81.0\n",
      "2010-06-12              74.0\n",
      "2010-06-13              77.0\n",
      "2010-06-14              70.0\n",
      "2010-06-15              69.0\n",
      "2010-06-16              70.0\n",
      "2010-06-17              72.0\n",
      "2010-06-18              71.0\n",
      "2010-06-19              77.0\n",
      "2010-06-20              76.0\n",
      "2010-06-21              74.0\n",
      "2010-06-22              74.0\n",
      "2010-06-23              74.0\n",
      "2010-06-24              74.0\n",
      "2010-06-25              71.0\n",
      "2010-06-26              80.0\n",
      "2010-06-27              77.0\n",
      "2010-06-28              72.0\n",
      "2010-06-29              72.0\n",
      "2010-06-30              73.0\n",
      "2011-06-01              72.0\n",
      "2011-06-02              73.0\n",
      "2011-06-03              73.0\n",
      "2011-06-08              77.0\n",
      "2011-06-09              76.0\n",
      "2011-06-10              79.0\n",
      "2011-06-11              78.0\n",
      "2011-06-12              82.0\n",
      "2011-06-13              79.0\n",
      "2011-06-14              76.0\n",
      "2011-06-15              74.0\n",
      "2011-06-16              74.0\n",
      "2011-06-17              73.0\n",
      "2011-06-18              79.0\n",
      "2011-06-19              77.0\n",
      "2011-06-20              73.0\n",
      "2011-06-21              72.0\n",
      "2011-06-22              72.0\n",
      "2011-06-23              73.0\n",
      "2011-06-24              74.0\n",
      "2011-06-25              77.0\n",
      "2011-06-26              73.0\n",
      "2011-06-27              73.0\n",
      "2011-06-28              72.0\n",
      "2011-06-29              72.0\n",
      "2011-06-30              67.0\n",
      "2012-06-01              71.0\n",
      "2012-06-02              73.0\n",
      "2012-06-03              78.0\n",
      "2012-06-04              71.0\n",
      "2012-06-05              72.0\n",
      "2012-06-06              70.0\n",
      "2012-06-07              72.0\n",
      "2012-06-08              73.0\n",
      "2012-06-09              74.0\n",
      "2012-06-10              81.0\n",
      "2012-06-11              72.0\n",
      "2012-06-12              77.0\n",
      "2012-06-13              69.0\n",
      "2012-06-14              69.0\n",
      "2012-06-15              69.0\n",
      "2012-06-16              78.0\n",
      "2012-06-17              78.0\n",
      "2012-06-18              73.0\n",
      "2012-06-19              72.0\n",
      "2012-06-20              71.0\n",
      "2012-06-21              72.0\n",
      "2012-06-22              72.0\n",
      "2012-06-23              73.0\n",
      "2012-06-24              71.0\n",
      "2012-06-25              70.0\n",
      "2012-06-26              71.0\n",
      "2012-06-27              68.0\n",
      "2012-06-28              72.0\n",
      "2012-06-29              71.0\n",
      "2012-06-30              78.0\n",
      "2013-06-01              81.0\n",
      "2013-06-02              74.0\n",
      "2013-06-03              74.0\n",
      "2013-06-04              73.0\n",
      "2013-06-05              73.0\n",
      "2013-06-06              72.0\n",
      "2013-06-07              73.0\n",
      "2013-06-08              77.0\n",
      "2013-06-09              73.0\n",
      "2013-06-10              73.0\n",
      "2013-06-11              75.0\n",
      "2013-06-12              72.0\n",
      "2013-06-13              72.0\n",
      "2013-06-14              73.0\n",
      "2013-06-15              73.0\n",
      "2013-06-16              75.0\n",
      "2013-06-17              72.0\n",
      "2013-06-18              73.0\n",
      "2013-06-19              70.0\n",
      "2013-06-20              69.0\n",
      "2013-06-21              68.0\n",
      "2013-06-22              75.0\n",
      "2013-06-23              74.0\n",
      "2013-06-24              73.0\n",
      "2013-06-25              70.0\n",
      "2013-06-26              70.0\n",
      "2013-06-27              71.0\n",
      "2013-06-28              70.0\n",
      "2013-06-29              70.0\n",
      "2013-06-30              75.0\n",
      "2014-06-01              74.0\n",
      "2014-06-02              72.0\n",
      "2014-06-03              74.0\n",
      "2014-06-04              73.0\n",
      "2014-06-05              73.0\n",
      "2014-06-06              70.0\n",
      "2014-06-07              73.0\n",
      "2014-06-08              75.0\n",
      "2014-06-09              73.0\n",
      "2014-06-10              69.0\n",
      "2014-06-11              80.0\n",
      "2014-06-12              73.0\n",
      "2014-06-13              72.0\n",
      "2014-06-14              80.0\n",
      "2014-06-15              80.0\n",
      "2014-06-16              69.0\n",
      "2014-06-17              70.0\n",
      "2014-06-18              69.0\n",
      "2014-06-19              72.0\n",
      "2014-06-20              68.0\n",
      "2014-06-21              74.0\n",
      "2014-06-22              75.0\n",
      "2014-06-23              70.0\n",
      "2014-06-24              70.0\n",
      "2014-06-25              72.0\n",
      "2014-06-26              71.0\n",
      "2014-06-27              70.0\n",
      "2014-06-28              77.0\n",
      "2014-06-29              73.0\n",
      "2014-06-30              71.0\n",
      "2015-06-01              76.0\n",
      "2015-06-02              68.0\n",
      "2015-06-03              71.0\n",
      "2015-06-04              70.0\n",
      "2015-06-05              68.0\n",
      "2015-06-06              79.0\n",
      "2015-06-07              75.0\n",
      "2015-06-08              71.0\n",
      "2015-06-09              69.0\n",
      "2015-06-10              71.0\n",
      "2015-06-11              72.0\n",
      "2015-06-12              69.0\n",
      "2015-06-13              72.0\n",
      "2015-06-14              75.0\n",
      "2015-06-15              71.0\n",
      "2015-06-16              72.0\n",
      "2015-06-17              70.0\n",
      "2015-06-18              71.0\n",
      "2015-06-19              72.0\n",
      "2015-06-20              75.0\n",
      "2015-06-21              75.0\n",
      "2015-06-22              71.0\n",
      "2015-06-23              73.0\n",
      "2015-06-24              71.0\n",
      "2015-06-25              71.0\n",
      "2015-06-26              74.0\n",
      "2015-06-27              74.0\n",
      "2015-06-28              78.0\n",
      "2015-06-29              72.0\n",
      "2015-06-30              69.0\n",
      "2016-06-01              69.0\n",
      "2016-06-02              67.0\n",
      "2016-06-03              68.0\n",
      "2016-06-04              65.0\n",
      "2016-06-05              70.0\n",
      "2016-06-06              72.0\n",
      "2016-06-07              74.0\n",
      "2016-06-08              73.0\n",
      "2016-06-09              71.0\n",
      "2016-06-10              75.0\n",
      "2016-06-11              72.0\n",
      "2016-06-12              75.0\n",
      "2016-06-13              76.0\n",
      "2016-06-14              75.0\n",
      "2016-06-15              76.0\n",
      "2016-06-16              75.0\n",
      "2016-06-17              71.0\n",
      "2016-06-18              75.0\n",
      "2016-06-19              75.0\n",
      "2016-06-20              72.0\n",
      "2016-06-21              72.0\n",
      "2016-06-22              75.0\n",
      "2016-06-23              73.0\n",
      "2016-06-24              76.0\n",
      "2016-06-25              74.0\n",
      "2016-06-26              77.0\n",
      "2016-06-27              72.0\n",
      "2016-06-28              71.0\n",
      "2016-06-29              76.0\n",
      "2016-06-30              77.0\n",
      "2017-06-01              80.0\n",
      "2017-06-02              76.0\n",
      "2017-06-03              76.0\n",
      "2017-06-04              77.0\n",
      "2017-06-05              75.0\n",
      "2017-06-06              75.0\n",
      "2017-06-07              75.0\n",
      "2017-06-08              75.0\n",
      "2017-06-09              72.0\n",
      "2017-06-10              74.0\n",
      "2017-06-11              74.0\n",
      "2017-06-12              74.0\n",
      "2017-06-13              76.0\n",
      "2017-06-14              74.0\n",
      "2017-06-15              75.0\n",
      "2017-06-16              73.0\n",
      "2017-06-17              79.0\n",
      "2017-06-18              75.0\n",
      "2017-06-19              72.0\n",
      "2017-06-20              72.0\n",
      "2017-06-21              74.0\n",
      "2017-06-22              72.0\n",
      "2017-06-23              72.0\n",
      "2017-06-24              77.0\n",
      "2017-06-25              71.0\n",
      "2017-06-26              73.0\n",
      "2017-06-27              76.0\n",
      "2017-06-28              77.0\n",
      "2017-06-29              76.0\n",
      "2017-06-30              76.0\n",
      "2010-06-01              74.0\n",
      "2010-06-02              76.0\n",
      "2010-06-03              78.0\n",
      "2010-06-04              74.0\n",
      "2010-06-05              79.0\n",
      "2010-06-06              79.0\n",
      "2010-06-07              69.0\n",
      "2010-06-08              77.0\n",
      "2010-06-09              80.0\n",
      "2010-06-10              75.0\n",
      "2010-06-11              75.0\n",
      "2010-06-12              78.0\n",
      "2010-06-14              71.0\n",
      "2010-06-15              76.0\n",
      "2010-06-16              74.0\n",
      "2010-06-17              78.0\n",
      "2010-06-18              72.0\n",
      "2010-06-19              78.0\n",
      "2010-06-20              85.0\n",
      "2010-06-21              77.0\n",
      "2010-06-22              76.0\n",
      "2010-06-23              76.0\n",
      "2010-06-24              75.0\n",
      "2010-06-25              71.0\n",
      "2010-06-26              70.0\n",
      "2010-06-27              80.0\n",
      "2010-06-28              77.0\n",
      "2010-06-29              70.0\n",
      "2010-06-30              73.0\n",
      "2011-06-01              73.0\n",
      "2011-06-02              76.0\n",
      "2011-06-03              70.0\n",
      "2011-06-04              71.0\n",
      "2011-06-05              80.0\n",
      "2011-06-06              70.0\n",
      "2011-06-07              68.0\n",
      "2011-06-08              74.0\n",
      "2011-06-09              75.0\n",
      "2011-06-10              75.0\n",
      "2011-06-11              78.0\n",
      "2011-06-12              76.0\n",
      "2011-06-13              69.0\n",
      "2011-06-14              73.0\n",
      "2011-06-15              76.0\n",
      "2011-06-16              72.0\n",
      "2011-06-17              72.0\n",
      "2011-06-18              80.0\n",
      "2011-06-19              76.0\n",
      "2011-06-20              71.0\n",
      "2011-06-21              68.0\n",
      "2011-06-22              71.0\n",
      "2011-06-23              72.0\n",
      "2011-06-24              75.0\n",
      "2011-06-25              80.0\n",
      "2011-06-26              75.0\n",
      "2011-06-27              74.0\n",
      "2011-06-28              74.0\n",
      "2011-06-29              69.0\n",
      "2011-06-30              70.0\n",
      "2012-06-01              73.0\n",
      "2012-06-02              76.0\n",
      "2012-06-03              76.0\n",
      "2012-06-04              74.0\n",
      "2012-06-05              71.0\n",
      "2012-06-06              72.0\n",
      "2012-06-07              73.0\n",
      "2012-06-08              77.0\n",
      "2012-06-09              77.0\n",
      "2012-06-10              77.0\n",
      "2012-06-11              79.0\n",
      "2012-06-12              77.0\n",
      "2012-06-13              77.0\n",
      "2012-06-14              78.0\n",
      "2012-06-16              78.0\n",
      "2012-06-17              81.0\n",
      "2012-06-18              76.0\n",
      "2012-06-19              74.0\n",
      "2012-06-20              71.0\n",
      "2012-06-21              78.0\n",
      "2012-06-22              71.0\n",
      "2012-06-23              76.0\n",
      "2012-06-24              81.0\n",
      "2012-06-25              73.0\n",
      "2012-06-26              72.0\n",
      "2012-06-27              72.0\n",
      "2012-06-28              74.0\n",
      "2012-06-29              72.0\n",
      "2012-06-30              79.0\n",
      "2013-06-01              80.0\n",
      "2013-06-02              81.0\n",
      "2013-06-03              75.0\n",
      "2013-06-04              80.0\n",
      "2013-06-05              73.0\n",
      "2013-06-06              74.0\n",
      "2013-06-07              73.0\n",
      "2013-06-08              81.0\n",
      "2013-06-09              79.0\n",
      "2013-06-10              78.0\n",
      "2013-06-11              74.0\n",
      "2013-06-12              74.0\n",
      "2013-06-13              73.0\n",
      "2013-06-14              73.0\n",
      "2013-06-15              77.0\n",
      "2013-06-16              77.0\n",
      "2013-06-17              74.0\n",
      "2013-06-18              73.0\n",
      "2013-06-19              70.0\n",
      "2013-06-20              69.0\n",
      "2013-06-21              72.0\n",
      "2013-06-22              79.0\n",
      "2013-06-23              77.0\n",
      "2013-06-24              70.0\n",
      "2013-06-25              71.0\n",
      "2013-06-26              67.0\n",
      "2013-06-27              66.0\n",
      "2013-06-28              78.0\n",
      "2013-06-29              80.0\n",
      "2013-06-30              80.0\n",
      "2014-06-01              79.0\n",
      "2014-06-02              68.0\n",
      "2014-06-03              67.0\n",
      "2014-06-04              71.0\n",
      "2014-06-06              72.0\n",
      "2014-06-07              79.0\n",
      "2014-06-08              80.0\n",
      "2014-06-09              72.0\n",
      "2014-06-10              68.0\n",
      "2014-06-11              84.0\n",
      "2014-06-12              82.0\n",
      "2014-06-13              79.0\n",
      "2014-06-14              78.0\n",
      "2014-06-15              81.0\n",
      "2014-06-16              77.0\n",
      "2014-06-17              71.0\n",
      "2014-06-18              69.0\n",
      "2014-06-19              73.0\n",
      "2014-06-20              68.0\n",
      "2014-06-21              75.0\n",
      "2014-06-22              79.0\n",
      "2014-06-23              70.0\n",
      "2014-06-24              70.0\n",
      "2014-06-25              73.0\n",
      "2014-06-26              71.0\n",
      "2014-06-27              68.0\n",
      "2014-06-29              78.0\n",
      "2014-06-30              69.0\n",
      "2015-06-01              70.0\n",
      "2015-06-02              67.0\n",
      "2015-06-03              68.0\n",
      "2015-06-04              68.0\n",
      "2015-06-05              71.0\n",
      "2015-06-08              74.0\n",
      "2015-06-09              69.0\n",
      "2015-06-11              69.0\n",
      "2015-06-12              66.0\n",
      "2015-06-15              67.0\n",
      "2015-06-16              69.0\n",
      "2015-06-17              72.0\n",
      "2015-06-18              72.0\n",
      "2015-06-19              72.0\n",
      "2015-06-22              70.0\n",
      "2015-06-23              75.0\n",
      "2015-06-24              73.0\n",
      "2015-06-25              70.0\n",
      "2015-06-26              71.0\n",
      "2010-06-01              70.0\n",
      "2010-06-02              78.0\n",
      "2010-06-03              73.0\n",
      "2010-06-04              68.0\n",
      "2010-06-05              79.0\n",
      "2010-06-06              74.0\n",
      "2010-06-07              75.0\n",
      "2010-06-08              71.0\n",
      "2010-06-09              75.0\n",
      "2010-06-14              76.0\n",
      "2010-06-16              73.0\n",
      "2010-06-17              73.0\n",
      "2010-06-19              74.0\n",
      "2010-06-22              72.0\n",
      "2010-06-23              72.0\n",
      "2010-06-24              72.0\n",
      "2010-06-25              70.0\n",
      "2010-06-26              69.0\n",
      "2010-06-27              73.0\n",
      "2010-06-28              71.0\n",
      "2010-06-29              73.0\n",
      "2010-06-30              72.0\n",
      "2011-06-01              69.0\n",
      "2011-06-02              72.0\n",
      "2011-06-03              66.0\n",
      "2011-06-04              67.0\n",
      "2011-06-05              71.0\n",
      "2011-06-06              71.0\n",
      "2011-06-07              72.0\n",
      "2011-06-08              72.0\n",
      "2011-06-09              71.0\n",
      "2011-06-10              71.0\n",
      "2011-06-11              71.0\n",
      "2011-06-12              69.0\n",
      "2011-06-13              68.0\n",
      "2011-06-14              71.0\n",
      "2011-06-15              73.0\n",
      "2011-06-16              72.0\n",
      "2011-06-17              74.0\n",
      "2011-06-18              70.0\n",
      "2011-06-19              72.0\n",
      "2011-06-20              71.0\n",
      "2011-06-21              71.0\n",
      "2011-06-22              70.0\n",
      "2011-06-23              70.0\n",
      "2011-06-24              69.0\n",
      "2011-06-25              74.0\n",
      "2011-06-26              69.0\n",
      "2011-06-27              72.0\n",
      "2011-06-28              70.0\n",
      "2011-06-29              72.0\n",
      "2011-06-30              72.0\n",
      "2012-06-01              69.0\n",
      "2012-06-02              73.0\n",
      "2012-06-03              71.0\n",
      "2012-06-04              72.0\n",
      "2012-06-05              71.0\n",
      "2012-06-06              72.0\n",
      "2012-06-07              71.0\n",
      "2012-06-08              74.0\n",
      "2012-06-09              74.0\n",
      "2012-06-10              75.0\n",
      "2012-06-11              69.0\n",
      "2012-06-12              75.0\n",
      "2012-06-13              70.0\n",
      "2012-06-14              73.0\n",
      "2012-06-15              72.0\n",
      "2012-06-16              70.0\n",
      "2012-06-17              73.0\n",
      "2012-06-18              71.0\n",
      "2012-06-19              70.0\n",
      "2012-06-20              69.0\n",
      "2012-06-21              71.0\n",
      "2012-06-23              68.0\n",
      "2012-06-24              68.0\n",
      "2012-06-25              68.0\n",
      "2012-06-26              69.0\n",
      "2012-06-27              69.0\n",
      "2012-06-28              69.0\n",
      "2012-06-29              71.0\n",
      "2013-06-01              78.0\n",
      "2013-06-02              72.0\n",
      "2013-06-03              73.0\n",
      "2013-06-04              71.0\n",
      "2013-06-05              72.0\n",
      "2013-06-06              72.0\n",
      "2013-06-07              71.0\n",
      "2013-06-08              74.0\n",
      "2013-06-09              71.0\n",
      "2013-06-10              72.0\n",
      "2013-06-11              72.0\n",
      "2013-06-12              74.0\n",
      "2013-06-13              72.0\n",
      "2013-06-14              69.0\n",
      "2013-06-15              70.0\n",
      "2013-06-16              76.0\n",
      "2013-06-17              70.0\n",
      "2013-06-18              71.0\n",
      "2013-06-19              73.0\n",
      "2013-06-20              68.0\n",
      "2013-06-21              68.0\n",
      "2013-06-22              69.0\n",
      "2013-06-23              70.0\n",
      "2013-06-24              69.0\n",
      "2013-06-25              69.0\n",
      "2013-06-26              70.0\n",
      "2013-06-27              71.0\n",
      "2013-06-28              70.0\n",
      "2013-06-29              67.0\n",
      "2013-06-30              72.0\n",
      "2014-06-01              72.0\n",
      "2014-06-02              75.0\n",
      "2014-06-03              73.0\n",
      "2014-06-04              73.0\n",
      "2014-06-05              72.0\n",
      "2014-06-06              71.0\n",
      "2014-06-07              77.0\n",
      "2014-06-08              73.0\n",
      "2014-06-09              70.0\n",
      "2014-06-10              70.0\n",
      "2014-06-11              76.0\n",
      "2014-06-12              72.0\n",
      "2014-06-13              73.0\n",
      "2014-06-14              77.0\n",
      "2014-06-15              73.0\n",
      "2014-06-16              70.0\n",
      "2014-06-17              68.0\n",
      "2014-06-18              69.0\n",
      "2014-06-19              70.0\n",
      "2014-06-20              70.0\n",
      "2014-06-21              73.0\n",
      "2014-06-22              70.0\n",
      "2014-06-23              69.0\n",
      "2014-06-24              71.0\n",
      "2014-06-25              70.0\n",
      "2014-06-26              70.0\n",
      "2014-06-27              72.0\n",
      "2014-06-28              71.0\n",
      "2014-06-29              70.0\n",
      "2015-06-01              69.0\n",
      "2015-06-02              72.0\n",
      "2015-06-03              72.0\n",
      "2015-06-04              71.0\n",
      "2015-06-05              76.0\n",
      "2015-06-06              71.0\n",
      "2015-06-07              72.0\n",
      "2015-06-08              70.0\n",
      "2015-06-09              72.0\n",
      "2015-06-10              72.0\n",
      "2015-06-12              71.0\n",
      "2015-06-13              72.0\n",
      "2015-06-14              69.0\n",
      "2015-06-15              70.0\n",
      "2015-06-16              73.0\n",
      "2015-06-17              70.0\n",
      "2015-06-18              72.0\n",
      "2015-06-19              72.0\n",
      "2015-06-20              71.0\n",
      "2015-06-21              73.0\n",
      "2015-06-22              72.0\n",
      "2015-06-23              73.0\n",
      "2015-06-24              72.0\n",
      "2015-06-25              71.0\n",
      "2015-06-26              70.0\n",
      "2015-06-27              75.0\n",
      "2015-06-28              72.0\n",
      "2015-06-29              70.0\n",
      "2015-06-30              72.0\n",
      "2016-06-01              70.0\n",
      "2016-06-02              71.0\n",
      "2016-06-03              70.0\n",
      "2016-06-05              73.0\n",
      "2016-06-06              72.0\n",
      "2016-06-07              71.0\n",
      "2016-06-08              71.0\n",
      "2016-06-09              69.0\n",
      "2016-06-10              70.0\n",
      "2016-06-11              73.0\n",
      "2016-06-12              75.0\n",
      "2016-06-13              73.0\n",
      "2016-06-14              72.0\n",
      "2016-06-15              70.0\n",
      "2016-06-16              70.0\n",
      "2016-06-17              69.0\n",
      "2016-06-18              73.0\n",
      "2016-06-19              74.0\n",
      "2016-06-20              72.0\n",
      "2016-06-21              71.0\n",
      "2016-06-22              73.0\n",
      "2016-06-23              72.0\n",
      "2016-06-25              73.0\n",
      "2016-06-26              74.0\n",
      "2016-06-27              72.0\n",
      "2016-06-28              74.0\n",
      "2016-06-29              72.0\n",
      "2017-06-01              74.0\n",
      "2017-06-03              74.0\n",
      "2017-06-04              77.0\n",
      "2017-06-05              74.0\n",
      "2017-06-06              74.0\n",
      "2017-06-07              79.0\n",
      "2017-06-08              75.0\n",
      "2017-06-10              72.0\n",
      "2017-06-11              76.0\n",
      "2017-06-12              74.0\n",
      "2017-06-13              73.0\n",
      "2017-06-14              74.0\n",
      "2017-06-15              77.0\n",
      "2017-06-16              74.0\n",
      "2017-06-17              72.0\n",
      "2017-06-18              77.0\n",
      "2017-06-19              76.0\n",
      "2017-06-20              74.0\n",
      "2017-06-21              75.0\n",
      "2017-06-22              76.0\n",
      "2017-06-23              71.0\n",
      "2017-06-24              73.0\n",
      "2017-06-25              79.0\n",
      "2017-06-26              79.0\n",
      "2017-06-27              74.0\n",
      "2017-06-28              74.0\n",
      "2017-06-29              76.0\n",
      "2017-06-30              75.0\n"
     ]
    }
   ],
   "source": [
    "# 4. Create a DataFrame from the list of temperatures for the month of June. \n",
    "df = pd.DataFrame(results, columns=['date', 'June Temperature'])\n",
    "df.set_index(df['date'], inplace= True)\n",
    "# df = df.sort_index()\n",
    "print(df.to_string(index=False))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "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>June Temperature</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>1700.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>74.944118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>3.257417</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>64.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>73.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>75.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>77.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>85.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       June Temperature\n",
       "count       1700.000000\n",
       "mean          74.944118\n",
       "std            3.257417\n",
       "min           64.000000\n",
       "25%           73.000000\n",
       "50%           75.000000\n",
       "75%           77.000000\n",
       "max           85.000000"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 5. Calculate and print out the summary statistics for the June temperature DataFrame.\n",
    "df.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## D2: Determine the Summary Statistics for December"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('2010-12-01', 76.0),\n",
       " ('2010-12-03', 74.0),\n",
       " ('2010-12-04', 74.0),\n",
       " ('2010-12-06', 64.0),\n",
       " ('2010-12-07', 64.0),\n",
       " ('2010-12-08', 67.0),\n",
       " ('2010-12-09', 77.0),\n",
       " ('2010-12-10', 66.0),\n",
       " ('2010-12-11', 69.0),\n",
       " ('2010-12-12', 68.0),\n",
       " ('2010-12-13', 68.0),\n",
       " ('2010-12-14', 71.0),\n",
       " ('2010-12-15', 74.0),\n",
       " ('2010-12-16', 67.0),\n",
       " ('2010-12-17', 66.0),\n",
       " ('2010-12-18', 69.0),\n",
       " ('2010-12-19', 71.0),\n",
       " ('2010-12-23', 70.0),\n",
       " ('2010-12-24', 70.0),\n",
       " ('2010-12-26', 74.0),\n",
       " ('2010-12-27', 74.0),\n",
       " ('2010-12-28', 71.0),\n",
       " ('2010-12-29', 75.0),\n",
       " ('2010-12-30', 75.0),\n",
       " ('2010-12-31', 72.0),\n",
       " ('2011-12-01', 69.0),\n",
       " ('2011-12-02', 68.0),\n",
       " ('2011-12-03', 73.0),\n",
       " ('2011-12-04', 74.0),\n",
       " ('2011-12-05', 73.0),\n",
       " ('2011-12-06', 73.0),\n",
       " ('2011-12-07', 73.0),\n",
       " ('2011-12-08', 73.0),\n",
       " ('2011-12-09', 71.0),\n",
       " ('2011-12-10', 73.0),\n",
       " ('2011-12-11', 73.0),\n",
       " ('2011-12-12', 77.0),\n",
       " ('2011-12-13', 72.0),\n",
       " ('2011-12-14', 71.0),\n",
       " ('2011-12-15', 73.0),\n",
       " ('2011-12-16', 70.0),\n",
       " ('2011-12-17', 73.0),\n",
       " ('2011-12-18', 69.0),\n",
       " ('2011-12-19', 74.0),\n",
       " ('2011-12-20', 72.0),\n",
       " ('2011-12-21', 71.0),\n",
       " ('2011-12-22', 72.0),\n",
       " ('2011-12-23', 72.0),\n",
       " ('2011-12-24', 70.0),\n",
       " ('2011-12-25', 73.0),\n",
       " ('2011-12-26', 73.0),\n",
       " ('2011-12-27', 72.0),\n",
       " ('2011-12-28', 73.0),\n",
       " ('2011-12-29', 73.0),\n",
       " ('2011-12-30', 72.0),\n",
       " ('2011-12-31', 63.0),\n",
       " ('2012-12-01', 65.0),\n",
       " ('2012-12-02', 71.0),\n",
       " ('2012-12-03', 76.0),\n",
       " ('2012-12-04', 70.0),\n",
       " ('2012-12-05', 76.0),\n",
       " ('2012-12-06', 69.0),\n",
       " ('2012-12-07', 69.0),\n",
       " ('2012-12-08', 69.0),\n",
       " ('2012-12-09', 74.0),\n",
       " ('2012-12-10', 76.0),\n",
       " ('2012-12-11', 74.0),\n",
       " ('2012-12-12', 73.0),\n",
       " ('2012-12-13', 73.0),\n",
       " ('2012-12-14', 74.0),\n",
       " ('2012-12-15', 73.0),\n",
       " ('2012-12-16', 73.0),\n",
       " ('2012-12-17', 73.0),\n",
       " ('2012-12-18', 74.0),\n",
       " ('2012-12-19', 74.0),\n",
       " ('2012-12-20', 71.0),\n",
       " ('2012-12-21', 73.0),\n",
       " ('2012-12-22', 72.0),\n",
       " ('2012-12-23', 64.0),\n",
       " ('2012-12-24', 66.0),\n",
       " ('2012-12-26', 73.0),\n",
       " ('2012-12-27', 72.0),\n",
       " ('2012-12-28', 65.0),\n",
       " ('2012-12-29', 64.0),\n",
       " ('2012-12-30', 69.0),\n",
       " ('2012-12-31', 68.0),\n",
       " ('2013-12-01', 77.0),\n",
       " ('2013-12-02', 71.0),\n",
       " ('2013-12-03', 71.0),\n",
       " ('2013-12-04', 69.0),\n",
       " ('2013-12-05', 68.0),\n",
       " ('2013-12-06', 68.0),\n",
       " ('2013-12-07', 69.0),\n",
       " ('2013-12-08', 70.0),\n",
       " ('2013-12-09', 72.0),\n",
       " ('2013-12-10', 76.0),\n",
       " ('2013-12-11', 75.0),\n",
       " ('2013-12-12', 69.0),\n",
       " ('2013-12-13', 71.0),\n",
       " ('2013-12-14', 71.0),\n",
       " ('2013-12-15', 71.0),\n",
       " ('2013-12-16', 68.0),\n",
       " ('2013-12-17', 65.0),\n",
       " ('2013-12-18', 70.0),\n",
       " ('2013-12-19', 69.0),\n",
       " ('2013-12-20', 69.0),\n",
       " ('2013-12-21', 71.0),\n",
       " ('2013-12-22', 67.0),\n",
       " ('2013-12-23', 73.0),\n",
       " ('2013-12-24', 74.0),\n",
       " ('2013-12-25', 73.0),\n",
       " ('2013-12-26', 67.0),\n",
       " ('2013-12-27', 74.0),\n",
       " ('2013-12-28', 75.0),\n",
       " ('2013-12-29', 75.0),\n",
       " ('2013-12-30', 74.0),\n",
       " ('2013-12-31', 67.0),\n",
       " ('2014-12-01', 73.0),\n",
       " ('2014-12-02', 73.0),\n",
       " ('2014-12-03', 71.0),\n",
       " ('2014-12-04', 72.0),\n",
       " ('2014-12-05', 71.0),\n",
       " ('2014-12-06', 68.0),\n",
       " ('2014-12-07', 65.0),\n",
       " ('2014-12-08', 69.0),\n",
       " ('2014-12-09', 70.0),\n",
       " ('2014-12-10', 70.0),\n",
       " ('2014-12-11', 74.0),\n",
       " ('2014-12-12', 71.0),\n",
       " ('2014-12-13', 74.0),\n",
       " ('2014-12-14', 73.0),\n",
       " ('2014-12-15', 72.0),\n",
       " ('2014-12-16', 74.0),\n",
       " ('2014-12-17', 72.0),\n",
       " ('2014-12-18', 74.0),\n",
       " ('2014-12-19', 75.0),\n",
       " ('2014-12-20', 74.0),\n",
       " ('2014-12-21', 70.0),\n",
       " ('2014-12-22', 74.0),\n",
       " ('2014-12-23', 70.0),\n",
       " ('2014-12-24', 66.0),\n",
       " ('2014-12-25', 61.0),\n",
       " ('2014-12-26', 63.0),\n",
       " ('2014-12-27', 63.0),\n",
       " ('2014-12-28', 63.0),\n",
       " ('2014-12-29', 63.0),\n",
       " ('2014-12-30', 67.0),\n",
       " ('2014-12-31', 56.0),\n",
       " ('2015-12-01', 75.0),\n",
       " ('2015-12-02', 77.0),\n",
       " ('2015-12-03', 75.0),\n",
       " ('2015-12-04', 75.0),\n",
       " ('2015-12-05', 75.0),\n",
       " ('2015-12-06', 75.0),\n",
       " ('2015-12-07', 71.0),\n",
       " ('2015-12-08', 70.0),\n",
       " ('2015-12-09', 74.0),\n",
       " ('2015-12-10', 74.0),\n",
       " ('2015-12-11', 75.0),\n",
       " ('2015-12-12', 72.0),\n",
       " ('2015-12-13', 70.0),\n",
       " ('2015-12-14', 66.0),\n",
       " ('2015-12-15', 74.0),\n",
       " ('2015-12-16', 75.0),\n",
       " ('2015-12-17', 74.0),\n",
       " ('2015-12-18', 75.0),\n",
       " ('2015-12-19', 76.0),\n",
       " ('2015-12-20', 74.0),\n",
       " ('2015-12-21', 75.0),\n",
       " ('2015-12-22', 74.0),\n",
       " ('2015-12-23', 73.0),\n",
       " ('2015-12-24', 68.0),\n",
       " ('2015-12-25', 73.0),\n",
       " ('2015-12-26', 74.0),\n",
       " ('2015-12-27', 74.0),\n",
       " ('2015-12-28', 77.0),\n",
       " ('2015-12-29', 70.0),\n",
       " ('2015-12-30', 70.0),\n",
       " ('2015-12-31', 69.0),\n",
       " ('2016-12-01', 75.0),\n",
       " ('2016-12-02', 72.0),\n",
       " ('2016-12-03', 69.0),\n",
       " ('2016-12-04', 71.0),\n",
       " ('2016-12-05', 68.0),\n",
       " ('2016-12-06', 67.0),\n",
       " ('2016-12-07', 69.0),\n",
       " ('2016-12-08', 73.0),\n",
       " ('2016-12-09', 70.0),\n",
       " ('2016-12-10', 70.0),\n",
       " ('2016-12-11', 70.0),\n",
       " ('2016-12-12', 66.0),\n",
       " ('2016-12-13', 67.0),\n",
       " ('2016-12-14', 70.0),\n",
       " ('2016-12-15', 66.0),\n",
       " ('2016-12-16', 62.0),\n",
       " ('2016-12-17', 71.0),\n",
       " ('2016-12-18', 73.0),\n",
       " ('2016-12-19', 69.0),\n",
       " ('2016-12-20', 77.0),\n",
       " ('2016-12-21', 74.0),\n",
       " ('2016-12-22', 71.0),\n",
       " ('2016-12-23', 72.0),\n",
       " ('2016-12-24', 74.0),\n",
       " ('2016-12-25', 74.0),\n",
       " ('2016-12-26', 74.0),\n",
       " ('2016-12-27', 74.0),\n",
       " ('2016-12-28', 71.0),\n",
       " ('2016-12-29', 73.0),\n",
       " ('2016-12-30', 69.0),\n",
       " ('2016-12-31', 66.0),\n",
       " ('2010-12-01', 73.0),\n",
       " ('2010-12-02', 72.0),\n",
       " ('2010-12-03', 73.0),\n",
       " ('2010-12-04', 74.0),\n",
       " ('2010-12-05', 73.0),\n",
       " ('2010-12-06', 66.0),\n",
       " ('2010-12-07', 64.0),\n",
       " ('2010-12-08', 66.0),\n",
       " ('2010-12-09', 75.0),\n",
       " ('2010-12-10', 65.0),\n",
       " ('2010-12-11', 69.0),\n",
       " ('2010-12-12', 71.0),\n",
       " ('2010-12-13', 69.0),\n",
       " ('2010-12-14', 78.0),\n",
       " ('2010-12-15', 74.0),\n",
       " ('2010-12-16', 68.0),\n",
       " ('2010-12-17', 68.0),\n",
       " ('2010-12-18', 70.0),\n",
       " ('2010-12-19', 70.0),\n",
       " ('2010-12-20', 71.0),\n",
       " ('2010-12-21', 71.0),\n",
       " ('2010-12-22', 71.0),\n",
       " ('2010-12-23', 71.0),\n",
       " ('2010-12-24', 69.0),\n",
       " ('2010-12-25', 69.0),\n",
       " ('2010-12-26', 72.0),\n",
       " ('2010-12-27', 76.0),\n",
       " ('2010-12-28', 72.0),\n",
       " ('2010-12-29', 73.0),\n",
       " ('2010-12-30', 73.0),\n",
       " ('2010-12-31', 74.0),\n",
       " ('2011-12-01', 69.0),\n",
       " ('2011-12-02', 68.0),\n",
       " ('2011-12-03', 74.0),\n",
       " ('2011-12-04', 73.0),\n",
       " ('2011-12-05', 73.0),\n",
       " ('2011-12-06', 72.0),\n",
       " ('2011-12-07', 71.0),\n",
       " ('2011-12-08', 71.0),\n",
       " ('2011-12-09', 68.0),\n",
       " ('2011-12-10', 72.0),\n",
       " ('2011-12-11', 71.0),\n",
       " ('2011-12-12', 72.0),\n",
       " ('2011-12-13', 71.0),\n",
       " ('2011-12-14', 71.0),\n",
       " ('2011-12-15', 72.0),\n",
       " ('2011-12-16', 71.0),\n",
       " ('2011-12-17', 71.0),\n",
       " ('2011-12-18', 72.0),\n",
       " ('2011-12-19', 72.0),\n",
       " ('2011-12-20', 72.0),\n",
       " ('2011-12-21', 69.0),\n",
       " ('2011-12-22', 71.0),\n",
       " ('2011-12-23', 71.0),\n",
       " ('2011-12-24', 69.0),\n",
       " ('2011-12-25', 74.0),\n",
       " ('2011-12-26', 72.0),\n",
       " ('2011-12-27', 71.0),\n",
       " ('2011-12-28', 71.0),\n",
       " ('2011-12-29', 72.0),\n",
       " ('2011-12-30', 71.0),\n",
       " ('2011-12-31', 67.0),\n",
       " ('2012-12-01', 65.0),\n",
       " ('2012-12-02', 70.0),\n",
       " ('2012-12-03', 76.0),\n",
       " ('2012-12-04', 68.0),\n",
       " ('2012-12-05', 71.0),\n",
       " ('2012-12-06', 71.0),\n",
       " ('2012-12-07', 68.0),\n",
       " ('2012-12-08', 70.0),\n",
       " ('2012-12-09', 73.0),\n",
       " ('2012-12-10', 73.0),\n",
       " ('2012-12-11', 72.0),\n",
       " ('2012-12-12', 71.0),\n",
       " ('2012-12-13', 70.0),\n",
       " ('2012-12-14', 72.0),\n",
       " ('2012-12-15', 71.0),\n",
       " ('2012-12-16', 72.0),\n",
       " ('2012-12-17', 72.0),\n",
       " ('2012-12-18', 71.0),\n",
       " ('2012-12-19', 70.0),\n",
       " ('2012-12-20', 71.0),\n",
       " ('2012-12-21', 71.0),\n",
       " ('2012-12-22', 71.0),\n",
       " ('2012-12-23', 66.0),\n",
       " ('2012-12-24', 65.0),\n",
       " ('2012-12-25', 73.0),\n",
       " ('2012-12-26', 72.0),\n",
       " ('2012-12-27', 72.0),\n",
       " ('2012-12-28', 65.0),\n",
       " ('2012-12-29', 65.0),\n",
       " ('2012-12-30', 68.0),\n",
       " ('2012-12-31', 67.0),\n",
       " ('2013-12-01', 76.0),\n",
       " ('2013-12-02', 70.0),\n",
       " ('2013-12-03', 71.0),\n",
       " ('2013-12-04', 69.0),\n",
       " ('2013-12-05', 67.0),\n",
       " ('2013-12-06', 69.0),\n",
       " ('2013-12-07', 71.0),\n",
       " ('2013-12-08', 69.0),\n",
       " ('2013-12-09', 72.0),\n",
       " ('2013-12-10', 76.0),\n",
       " ('2013-12-11', 75.0),\n",
       " ('2013-12-12', 72.0),\n",
       " ('2013-12-13', 75.0),\n",
       " ('2013-12-14', 71.0),\n",
       " ('2013-12-15', 69.0),\n",
       " ('2013-12-16', 68.0),\n",
       " ('2013-12-17', 68.0),\n",
       " ('2013-12-18', 72.0),\n",
       " ('2013-12-19', 70.0),\n",
       " ('2013-12-20', 72.0),\n",
       " ('2013-12-21', 75.0),\n",
       " ('2013-12-22', 69.0),\n",
       " ('2013-12-23', 72.0),\n",
       " ('2013-12-24', 73.0),\n",
       " ('2013-12-25', 73.0),\n",
       " ('2013-12-26', 72.0),\n",
       " ('2013-12-27', 73.0),\n",
       " ('2013-12-28', 74.0),\n",
       " ('2013-12-29', 73.0),\n",
       " ('2013-12-30', 72.0),\n",
       " ('2013-12-31', 68.0),\n",
       " ('2014-12-01', 72.0),\n",
       " ('2014-12-02', 71.0),\n",
       " ('2014-12-03', 69.0),\n",
       " ('2014-12-04', 67.0),\n",
       " ('2014-12-05', 70.0),\n",
       " ('2014-12-06', 72.0),\n",
       " ('2014-12-07', 67.0),\n",
       " ('2014-12-08', 67.0),\n",
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       " ('2012-12-26', 77.0),\n",
       " ('2012-12-27', 76.0),\n",
       " ('2012-12-28', 69.0),\n",
       " ('2012-12-29', 78.0),\n",
       " ('2012-12-30', 76.0),\n",
       " ('2012-12-31', 68.0),\n",
       " ('2013-12-01', 76.0),\n",
       " ('2013-12-02', 68.0),\n",
       " ('2013-12-03', 79.0),\n",
       " ('2013-12-04', 69.0),\n",
       " ('2013-12-05', 64.0),\n",
       " ('2013-12-06', 70.0),\n",
       " ('2013-12-07', 69.0),\n",
       " ('2013-12-08', 73.0),\n",
       " ('2013-12-09', 70.0),\n",
       " ('2013-12-10', 74.0),\n",
       " ('2013-12-11', 76.0),\n",
       " ('2013-12-12', 76.0),\n",
       " ('2013-12-13', 69.0),\n",
       " ('2013-12-14', 73.0),\n",
       " ('2013-12-15', 73.0),\n",
       " ('2013-12-16', 65.0),\n",
       " ('2013-12-17', 70.0),\n",
       " ('2013-12-18', 72.0),\n",
       " ('2013-12-19', 72.0),\n",
       " ('2013-12-20', 75.0),\n",
       " ('2013-12-21', 74.0),\n",
       " ('2013-12-22', 69.0),\n",
       " ('2013-12-23', 73.0),\n",
       " ('2013-12-24', 75.0),\n",
       " ('2013-12-25', 76.0),\n",
       " ('2013-12-26', 74.0),\n",
       " ('2013-12-27', 73.0),\n",
       " ('2013-12-28', 74.0),\n",
       " ('2013-12-29', 71.0),\n",
       " ('2013-12-30', 72.0),\n",
       " ('2013-12-31', 73.0),\n",
       " ('2014-12-01', 72.0),\n",
       " ('2014-12-02', 72.0),\n",
       " ('2014-12-03', 73.0),\n",
       " ('2014-12-04', 72.0),\n",
       " ('2014-12-05', 75.0),\n",
       " ('2014-12-06', 76.0),\n",
       " ('2014-12-07', 67.0),\n",
       " ('2014-12-08', 69.0),\n",
       " ('2014-12-09', 70.0),\n",
       " ('2014-12-10', 75.0),\n",
       " ('2014-12-11', 74.0),\n",
       " ('2014-12-12', 71.0),\n",
       " ('2014-12-13', 74.0),\n",
       " ('2014-12-14', 71.0),\n",
       " ('2014-12-15', 72.0),\n",
       " ('2014-12-16', 74.0),\n",
       " ('2014-12-17', 75.0),\n",
       " ('2014-12-18', 73.0),\n",
       " ('2014-12-19', 75.0),\n",
       " ('2014-12-20', 76.0),\n",
       " ('2014-12-22', 68.0),\n",
       " ('2014-12-23', 71.0),\n",
       " ('2014-12-24', 68.0),\n",
       " ('2014-12-25', 66.0),\n",
       " ('2014-12-26', 63.0),\n",
       " ('2014-12-27', 62.0),\n",
       " ('2014-12-28', 67.0),\n",
       " ('2014-12-29', 68.0),\n",
       " ('2014-12-30', 63.0),\n",
       " ('2014-12-31', 56.0),\n",
       " ('2015-12-02', 76.0),\n",
       " ('2015-12-03', 75.0),\n",
       " ('2015-12-04', 74.0),\n",
       " ('2015-12-05', 76.0),\n",
       " ('2015-12-07', 69.0),\n",
       " ('2015-12-08', 71.0),\n",
       " ('2015-12-09', 72.0),\n",
       " ('2015-12-10', 74.0),\n",
       " ('2015-12-11', 75.0),\n",
       " ('2015-12-12', 72.0),\n",
       " ('2015-12-13', 78.0),\n",
       " ('2015-12-14', 69.0),\n",
       " ('2015-12-15', 75.0),\n",
       " ('2015-12-16', 75.0),\n",
       " ('2015-12-17', 74.0),\n",
       " ('2015-12-18', 74.0),\n",
       " ('2015-12-19', 76.0),\n",
       " ('2015-12-20', 73.0),\n",
       " ('2015-12-22', 75.0),\n",
       " ('2015-12-23', 75.0),\n",
       " ('2015-12-24', 74.0),\n",
       " ('2015-12-25', 79.0),\n",
       " ('2015-12-26', 75.0),\n",
       " ('2015-12-27', 76.0),\n",
       " ('2015-12-28', 76.0),\n",
       " ('2015-12-29', 69.0),\n",
       " ('2015-12-31', 72.0),\n",
       " ('2016-12-01', 76.0),\n",
       " ('2016-12-02', 75.0),\n",
       " ('2016-12-03', 75.0),\n",
       " ('2016-12-04', 75.0),\n",
       " ('2016-12-05', 70.0),\n",
       " ('2016-12-06', 70.0),\n",
       " ('2016-12-07', 74.0),\n",
       " ('2016-12-08', 73.0),\n",
       " ('2016-12-10', 72.0),\n",
       " ('2016-12-11', 78.0),\n",
       " ('2016-12-12', 67.0),\n",
       " ('2016-12-13', 69.0),\n",
       " ('2016-12-14', 71.0),\n",
       " ('2016-12-15', 74.0),\n",
       " ('2016-12-16', 63.0),\n",
       " ('2016-12-17', 76.0),\n",
       " ('2016-12-18', 76.0),\n",
       " ('2016-12-19', 71.0),\n",
       " ('2016-12-20', 76.0),\n",
       " ('2016-12-21', 77.0),\n",
       " ('2016-12-22', 73.0),\n",
       " ('2016-12-23', 71.0),\n",
       " ('2016-12-24', 78.0),\n",
       " ('2016-12-25', 78.0),\n",
       " ('2016-12-26', 75.0),\n",
       " ('2016-12-27', 75.0),\n",
       " ('2016-12-28', 72.0),\n",
       " ('2016-12-29', 77.0),\n",
       " ('2016-12-30', 72.0),\n",
       " ('2010-12-01', 72.0),\n",
       " ('2010-12-02', 71.0),\n",
       " ('2010-12-03', 72.0),\n",
       " ('2010-12-04', 74.0),\n",
       " ('2010-12-05', 66.0),\n",
       " ('2010-12-06', 61.0),\n",
       " ('2010-12-07', 58.0),\n",
       " ('2010-12-08', 60.0),\n",
       " ('2010-12-09', 71.0),\n",
       " ('2010-12-10', 65.0),\n",
       " ('2010-12-11', 72.0),\n",
       " ('2010-12-12', 70.0),\n",
       " ('2010-12-13', 68.0),\n",
       " ('2010-12-14', 67.0),\n",
       " ('2010-12-15', 71.0),\n",
       " ('2010-12-16', 65.0),\n",
       " ('2010-12-17', 64.0),\n",
       " ('2010-12-18', 65.0),\n",
       " ('2010-12-19', 69.0),\n",
       " ('2010-12-20', 70.0),\n",
       " ('2010-12-21', 70.0),\n",
       " ('2010-12-22', 68.0),\n",
       " ('2010-12-23', 69.0),\n",
       " ('2010-12-24', 71.0),\n",
       " ('2010-12-25', 70.0),\n",
       " ('2010-12-26', 71.0),\n",
       " ('2010-12-27', 76.0),\n",
       " ('2010-12-28', 71.0),\n",
       " ('2010-12-29', 72.0),\n",
       " ('2010-12-30', 73.0),\n",
       " ('2010-12-31', 77.0),\n",
       " ('2011-12-01', 67.0),\n",
       " ('2011-12-02', 69.0),\n",
       " ('2011-12-03', 72.0),\n",
       " ('2011-12-04', 74.0),\n",
       " ('2011-12-05', 71.0),\n",
       " ('2011-12-06', 70.0),\n",
       " ('2011-12-07', 68.0),\n",
       " ('2011-12-08', 70.0),\n",
       " ('2011-12-09', 66.0),\n",
       " ('2011-12-10', 72.0),\n",
       " ('2011-12-11', 70.0),\n",
       " ('2011-12-12', 70.0),\n",
       " ('2011-12-13', 70.0),\n",
       " ('2011-12-14', 70.0),\n",
       " ('2011-12-15', 73.0),\n",
       " ('2011-12-16', 71.0),\n",
       " ('2011-12-17', 69.0),\n",
       " ('2011-12-18', 73.0),\n",
       " ('2011-12-19', 72.0),\n",
       " ('2011-12-20', 71.0),\n",
       " ('2011-12-21', 69.0),\n",
       " ('2011-12-22', 70.0),\n",
       " ('2011-12-23', 69.0),\n",
       " ('2011-12-24', 70.0),\n",
       " ('2011-12-25', 75.0),\n",
       " ('2011-12-26', 71.0),\n",
       " ('2011-12-27', 70.0),\n",
       " ...]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 6. Write a query that filters the Measurement table to retrieve the temperatures for the month of December.\n",
    "session.query(Measurement.date, Measurement.tobs).filter(extract('month', Measurement.date) == 12).all()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('2010-12-01', 76.0), ('2010-12-03', 74.0), ('2010-12-04', 74.0), ('2010-12-06', 64.0), ('2010-12-07', 64.0), ('2010-12-08', 67.0), ('2010-12-09', 77.0), ('2010-12-10', 66.0), ('2010-12-11', 69.0), ('2010-12-12', 68.0), ('2010-12-13', 68.0), ('2010-12-14', 71.0), ('2010-12-15', 74.0), ('2010-12-16', 67.0), ('2010-12-17', 66.0), ('2010-12-18', 69.0), ('2010-12-19', 71.0), ('2010-12-23', 70.0), ('2010-12-24', 70.0), ('2010-12-26', 74.0), ('2010-12-27', 74.0), ('2010-12-28', 71.0), ('2010-12-29', 75.0), ('2010-12-30', 75.0), ('2010-12-31', 72.0), ('2011-12-01', 69.0), ('2011-12-02', 68.0), ('2011-12-03', 73.0), ('2011-12-04', 74.0), ('2011-12-05', 73.0), ('2011-12-06', 73.0), ('2011-12-07', 73.0), ('2011-12-08', 73.0), ('2011-12-09', 71.0), ('2011-12-10', 73.0), ('2011-12-11', 73.0), ('2011-12-12', 77.0), ('2011-12-13', 72.0), ('2011-12-14', 71.0), ('2011-12-15', 73.0), ('2011-12-16', 70.0), ('2011-12-17', 73.0), ('2011-12-18', 69.0), ('2011-12-19', 74.0), ('2011-12-20', 72.0), ('2011-12-21', 71.0), ('2011-12-22', 72.0), ('2011-12-23', 72.0), ('2011-12-24', 70.0), ('2011-12-25', 73.0), ('2011-12-26', 73.0), ('2011-12-27', 72.0), ('2011-12-28', 73.0), ('2011-12-29', 73.0), ('2011-12-30', 72.0), ('2011-12-31', 63.0), ('2012-12-01', 65.0), ('2012-12-02', 71.0), ('2012-12-03', 76.0), ('2012-12-04', 70.0), ('2012-12-05', 76.0), ('2012-12-06', 69.0), ('2012-12-07', 69.0), ('2012-12-08', 69.0), ('2012-12-09', 74.0), ('2012-12-10', 76.0), ('2012-12-11', 74.0), ('2012-12-12', 73.0), ('2012-12-13', 73.0), ('2012-12-14', 74.0), ('2012-12-15', 73.0), ('2012-12-16', 73.0), ('2012-12-17', 73.0), ('2012-12-18', 74.0), ('2012-12-19', 74.0), ('2012-12-20', 71.0), ('2012-12-21', 73.0), ('2012-12-22', 72.0), ('2012-12-23', 64.0), ('2012-12-24', 66.0), ('2012-12-26', 73.0), ('2012-12-27', 72.0), ('2012-12-28', 65.0), ('2012-12-29', 64.0), ('2012-12-30', 69.0), ('2012-12-31', 68.0), ('2013-12-01', 77.0), ('2013-12-02', 71.0), ('2013-12-03', 71.0), ('2013-12-04', 69.0), ('2013-12-05', 68.0), ('2013-12-06', 68.0), ('2013-12-07', 69.0), ('2013-12-08', 70.0), ('2013-12-09', 72.0), ('2013-12-10', 76.0), ('2013-12-11', 75.0), ('2013-12-12', 69.0), ('2013-12-13', 71.0), ('2013-12-14', 71.0), ('2013-12-15', 71.0), ('2013-12-16', 68.0), ('2013-12-17', 65.0), ('2013-12-18', 70.0), ('2013-12-19', 69.0), ('2013-12-20', 69.0), ('2013-12-21', 71.0), ('2013-12-22', 67.0), ('2013-12-23', 73.0), ('2013-12-24', 74.0), ('2013-12-25', 73.0), ('2013-12-26', 67.0), ('2013-12-27', 74.0), ('2013-12-28', 75.0), ('2013-12-29', 75.0), ('2013-12-30', 74.0), ('2013-12-31', 67.0), ('2014-12-01', 73.0), ('2014-12-02', 73.0), ('2014-12-03', 71.0), ('2014-12-04', 72.0), ('2014-12-05', 71.0), ('2014-12-06', 68.0), ('2014-12-07', 65.0), ('2014-12-08', 69.0), ('2014-12-09', 70.0), ('2014-12-10', 70.0), ('2014-12-11', 74.0), ('2014-12-12', 71.0), ('2014-12-13', 74.0), ('2014-12-14', 73.0), ('2014-12-15', 72.0), ('2014-12-16', 74.0), ('2014-12-17', 72.0), ('2014-12-18', 74.0), ('2014-12-19', 75.0), ('2014-12-20', 74.0), ('2014-12-21', 70.0), ('2014-12-22', 74.0), ('2014-12-23', 70.0), ('2014-12-24', 66.0), ('2014-12-25', 61.0), ('2014-12-26', 63.0), ('2014-12-27', 63.0), ('2014-12-28', 63.0), ('2014-12-29', 63.0), ('2014-12-30', 67.0), ('2014-12-31', 56.0), ('2015-12-01', 75.0), ('2015-12-02', 77.0), ('2015-12-03', 75.0), ('2015-12-04', 75.0), ('2015-12-05', 75.0), ('2015-12-06', 75.0), ('2015-12-07', 71.0), ('2015-12-08', 70.0), ('2015-12-09', 74.0), ('2015-12-10', 74.0), ('2015-12-11', 75.0), ('2015-12-12', 72.0), ('2015-12-13', 70.0), ('2015-12-14', 66.0), ('2015-12-15', 74.0), ('2015-12-16', 75.0), ('2015-12-17', 74.0), ('2015-12-18', 75.0), ('2015-12-19', 76.0), ('2015-12-20', 74.0), ('2015-12-21', 75.0), ('2015-12-22', 74.0), ('2015-12-23', 73.0), ('2015-12-24', 68.0), ('2015-12-25', 73.0), ('2015-12-26', 74.0), ('2015-12-27', 74.0), ('2015-12-28', 77.0), ('2015-12-29', 70.0), ('2015-12-30', 70.0), ('2015-12-31', 69.0), ('2016-12-01', 75.0), ('2016-12-02', 72.0), ('2016-12-03', 69.0), ('2016-12-04', 71.0), ('2016-12-05', 68.0), ('2016-12-06', 67.0), ('2016-12-07', 69.0), ('2016-12-08', 73.0), ('2016-12-09', 70.0), ('2016-12-10', 70.0), ('2016-12-11', 70.0), ('2016-12-12', 66.0), ('2016-12-13', 67.0), ('2016-12-14', 70.0), ('2016-12-15', 66.0), ('2016-12-16', 62.0), ('2016-12-17', 71.0), ('2016-12-18', 73.0), ('2016-12-19', 69.0), ('2016-12-20', 77.0), ('2016-12-21', 74.0), ('2016-12-22', 71.0), ('2016-12-23', 72.0), ('2016-12-24', 74.0), ('2016-12-25', 74.0), ('2016-12-26', 74.0), ('2016-12-27', 74.0), ('2016-12-28', 71.0), ('2016-12-29', 73.0), ('2016-12-30', 69.0), ('2016-12-31', 66.0), ('2010-12-01', 73.0), ('2010-12-02', 72.0), ('2010-12-03', 73.0), ('2010-12-04', 74.0), ('2010-12-05', 73.0), ('2010-12-06', 66.0), ('2010-12-07', 64.0), ('2010-12-08', 66.0), ('2010-12-09', 75.0), ('2010-12-10', 65.0), ('2010-12-11', 69.0), ('2010-12-12', 71.0), ('2010-12-13', 69.0), ('2010-12-14', 78.0), ('2010-12-15', 74.0), ('2010-12-16', 68.0), ('2010-12-17', 68.0), ('2010-12-18', 70.0), ('2010-12-19', 70.0), ('2010-12-20', 71.0), ('2010-12-21', 71.0), ('2010-12-22', 71.0), ('2010-12-23', 71.0), ('2010-12-24', 69.0), ('2010-12-25', 69.0), ('2010-12-26', 72.0), ('2010-12-27', 76.0), ('2010-12-28', 72.0), ('2010-12-29', 73.0), ('2010-12-30', 73.0), ('2010-12-31', 74.0), ('2011-12-01', 69.0), ('2011-12-02', 68.0), ('2011-12-03', 74.0), ('2011-12-04', 73.0), ('2011-12-05', 73.0), ('2011-12-06', 72.0), ('2011-12-07', 71.0), ('2011-12-08', 71.0), ('2011-12-09', 68.0), ('2011-12-10', 72.0), ('2011-12-11', 71.0), ('2011-12-12', 72.0), ('2011-12-13', 71.0), ('2011-12-14', 71.0), ('2011-12-15', 72.0), ('2011-12-16', 71.0), ('2011-12-17', 71.0), ('2011-12-18', 72.0), ('2011-12-19', 72.0), ('2011-12-20', 72.0), ('2011-12-21', 69.0), ('2011-12-22', 71.0), ('2011-12-23', 71.0), ('2011-12-24', 69.0), ('2011-12-25', 74.0), ('2011-12-26', 72.0), ('2011-12-27', 71.0), ('2011-12-28', 71.0), ('2011-12-29', 72.0), ('2011-12-30', 71.0), ('2011-12-31', 67.0), ('2012-12-01', 65.0), ('2012-12-02', 70.0), ('2012-12-03', 76.0), ('2012-12-04', 68.0), ('2012-12-05', 71.0), ('2012-12-06', 71.0), ('2012-12-07', 68.0), ('2012-12-08', 70.0), ('2012-12-09', 73.0), ('2012-12-10', 73.0), ('2012-12-11', 72.0), ('2012-12-12', 71.0), ('2012-12-13', 70.0), ('2012-12-14', 72.0), ('2012-12-15', 71.0), ('2012-12-16', 72.0), ('2012-12-17', 72.0), ('2012-12-18', 71.0), ('2012-12-19', 70.0), ('2012-12-20', 71.0), ('2012-12-21', 71.0), ('2012-12-22', 71.0), ('2012-12-23', 66.0), ('2012-12-24', 65.0), ('2012-12-25', 73.0), ('2012-12-26', 72.0), ('2012-12-27', 72.0), ('2012-12-28', 65.0), ('2012-12-29', 65.0), ('2012-12-30', 68.0), ('2012-12-31', 67.0), ('2013-12-01', 76.0), ('2013-12-02', 70.0), ('2013-12-03', 71.0), ('2013-12-04', 69.0), ('2013-12-05', 67.0), ('2013-12-06', 69.0), ('2013-12-07', 71.0), ('2013-12-08', 69.0), ('2013-12-09', 72.0), ('2013-12-10', 76.0), ('2013-12-11', 75.0), ('2013-12-12', 72.0), 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('2011-12-18', 73.0), ('2011-12-19', 72.0), ('2011-12-20', 71.0), ('2011-12-21', 69.0), ('2011-12-22', 70.0), ('2011-12-23', 69.0), ('2011-12-24', 70.0), ('2011-12-25', 75.0), ('2011-12-26', 71.0), ('2011-12-27', 70.0), ('2011-12-28', 69.0), ('2011-12-29', 71.0), ('2011-12-30', 65.0), ('2011-12-31', 67.0), ('2012-12-01', 72.0), ('2012-12-02', 67.0), ('2012-12-03', 76.0), ('2012-12-04', 67.0), ('2012-12-05', 72.0), ('2012-12-06', 69.0), ('2012-12-07', 66.0), ('2012-12-08', 75.0), ('2012-12-09', 74.0), ('2012-12-10', 72.0), ('2012-12-11', 72.0), ('2012-12-12', 72.0), ('2012-12-13', 68.0), ('2012-12-14', 74.0), ('2012-12-15', 73.0), ('2012-12-16', 73.0), ('2012-12-17', 72.0), ('2012-12-18', 70.0), ('2012-12-19', 70.0), ('2012-12-20', 71.0), ('2012-12-21', 70.0), ('2012-12-22', 72.0), ('2012-12-23', 65.0), ('2012-12-24', 62.0), ('2012-12-25', 73.0), ('2012-12-26', 71.0), ('2012-12-27', 70.0), ('2012-12-28', 62.0), ('2012-12-29', 69.0), ('2012-12-30', 69.0), ('2012-12-31', 66.0), ('2013-12-01', 72.0), ('2013-12-02', 73.0), ('2013-12-03', 70.0), ('2013-12-04', 66.0), ('2013-12-05', 64.0), ('2013-12-06', 65.0), ('2013-12-07', 73.0), ('2013-12-08', 74.0), ('2013-12-09', 67.0), ('2013-12-10', 73.0), ('2013-12-11', 70.0), ('2013-12-12', 67.0), ('2013-12-13', 71.0), ('2013-12-14', 78.0), ('2013-12-15', 69.0), ('2013-12-16', 63.0), ('2013-12-17', 64.0), ('2013-12-18', 66.0), ('2013-12-19', 69.0), ('2013-12-20', 69.0), ('2013-12-21', 71.0), ('2013-12-22', 72.0), ('2013-12-23', 69.0), ('2013-12-24', 70.0), ('2013-12-25', 73.0), ('2013-12-26', 68.0), ('2013-12-27', 69.0), ('2013-12-28', 73.0), ('2013-12-29', 73.0), ('2013-12-30', 70.0), ('2013-12-31', 65.0), ('2014-12-01', 70.0), ('2014-12-02', 68.0), ('2014-12-03', 68.0), ('2014-12-04', 66.0), ('2014-12-05', 68.0), ('2014-12-06', 65.0), ('2014-12-07', 62.0), ('2014-12-08', 62.0), ('2014-12-09', 65.0), ('2014-12-10', 61.0), ('2014-12-11', 70.0), ('2014-12-12', 68.0), ('2014-12-13', 67.0), ('2014-12-14', 68.0), ('2014-12-15', 71.0), ('2014-12-16', 69.0), ('2014-12-17', 71.0), ('2014-12-18', 71.0), ('2014-12-19', 71.0), ('2014-12-20', 72.0), ('2014-12-21', 72.0), ('2014-12-22', 68.0), ('2014-12-23', 69.0), ('2014-12-24', 66.0), ('2014-12-25', 60.0), ('2014-12-26', 63.0), ('2014-12-27', 68.0), ('2014-12-28', 64.0), ('2014-12-29', 63.0), ('2014-12-30', 63.0), ('2014-12-31', 59.0), ('2015-12-01', 73.0), ('2015-12-02', 74.0), ('2015-12-03', 75.0), ('2015-12-04', 75.0), ('2015-12-05', 70.0), ('2015-12-06', 72.0), ('2015-12-07', 69.0), ('2015-12-08', 68.0), ('2015-12-09', 74.0), ('2015-12-10', 72.0), ('2015-12-11', 75.0), ('2015-12-12', 79.0), ('2015-12-13', 69.0), ('2015-12-14', 67.0), ('2015-12-15', 73.0), ('2015-12-16', 74.0), ('2015-12-17', 75.0), ('2015-12-18', 72.0), ('2015-12-19', 76.0), ('2015-12-20', 74.0), ('2015-12-21', 75.0), ('2015-12-22', 74.0), ('2015-12-23', 74.0), ('2015-12-24', 76.0), ('2015-12-25', 74.0), ('2015-12-26', 75.0), ('2015-12-27', 75.0), ('2015-12-28', 73.0), ('2015-12-29', 76.0), ('2015-12-30', 74.0), ('2015-12-31', 73.0), ('2016-12-01', 74.0), ('2016-12-02', 70.0), ('2016-12-03', 72.0), ('2016-12-04', 70.0), ('2016-12-05', 67.0), ('2016-12-06', 67.0), ('2016-12-07', 69.0), ('2016-12-08', 70.0), ('2016-12-09', 68.0), ('2016-12-10', 69.0), ('2016-12-11', 69.0), ('2016-12-12', 66.0), ('2016-12-13', 65.0), ('2016-12-14', 68.0), ('2016-12-15', 62.0), ('2016-12-16', 75.0), ('2016-12-17', 70.0), ('2016-12-18', 69.0), ('2016-12-19', 76.0), ('2016-12-20', 76.0), ('2016-12-21', 74.0), ('2016-12-22', 73.0), ('2016-12-23', 71.0), ('2016-12-24', 74.0), ('2016-12-25', 74.0), ('2016-12-26', 72.0), ('2016-12-27', 71.0), ('2016-12-28', 72.0), ('2016-12-29', 74.0), ('2016-12-30', 69.0), ('2016-12-31', 67.0), ('2010-12-01', 70.0), ('2010-12-02', 74.0), ('2010-12-03', 74.0), ('2010-12-04', 75.0), ('2010-12-05', 69.0), ('2010-12-06', 65.0), ('2010-12-07', 66.0), ('2010-12-08', 68.0), ('2010-12-09', 77.0), ('2010-12-10', 65.0), ('2010-12-11', 72.0), ('2010-12-12', 65.0), ('2010-12-13', 66.0), ('2010-12-14', 74.0), ('2010-12-15', 66.0), ('2010-12-16', 63.0), ('2010-12-17', 63.0), ('2010-12-18', 69.0), ('2010-12-19', 69.0), ('2010-12-20', 73.0), ('2010-12-21', 72.0), ('2010-12-22', 68.0), ('2010-12-23', 67.0), ('2010-12-24', 69.0), ('2010-12-25', 74.0), ('2010-12-26', 72.0), ('2010-12-27', 76.0), ('2010-12-28', 70.0), ('2010-12-29', 73.0), ('2010-12-30', 70.0), ('2010-12-31', 76.0), ('2011-12-01', 66.0), ('2011-12-02', 69.0), ('2011-12-03', 69.0), ('2011-12-04', 70.0), ('2011-12-05', 71.0), ('2011-12-06', 73.0), ('2011-12-07', 65.0), ('2011-12-08', 71.0), ('2011-12-09', 65.0), ('2011-12-10', 75.0), ('2011-12-11', 72.0), ('2011-12-12', 74.0), ('2011-12-13', 67.0), ('2011-12-14', 65.0), ('2011-12-15', 68.0), ('2011-12-16', 66.0), ('2011-12-17', 73.0), ('2011-12-18', 74.0), ('2011-12-19', 76.0), ('2011-12-20', 72.0), ('2011-12-21', 69.0), ('2011-12-22', 71.0), ('2011-12-23', 70.0), ('2011-12-24', 70.0), ('2011-12-25', 73.0), ('2011-12-26', 71.0), ('2011-12-27', 76.0), ('2011-12-28', 72.0), ('2011-12-29', 77.0), ('2011-12-30', 70.0), ('2011-12-31', 65.0), ('2012-12-02', 72.0), ('2012-12-03', 75.0), ('2012-12-04', 68.0), ('2012-12-05', 72.0), ('2012-12-06', 64.0), ('2012-12-07', 75.0), ('2012-12-08', 69.0), ('2012-12-09', 80.0), ('2012-12-10', 73.0), ('2012-12-11', 73.0), ('2012-12-12', 73.0), ('2012-12-13', 72.0), ('2012-12-14', 73.0), ('2012-12-15', 75.0), ('2012-12-16', 76.0), ('2012-12-17', 74.0), ('2012-12-18', 72.0), ('2012-12-19', 72.0), ('2012-12-20', 70.0), ('2012-12-21', 70.0), ('2012-12-22', 71.0), ('2012-12-23', 61.0), ('2012-12-24', 65.0), ('2012-12-25', 74.0), ('2012-12-26', 71.0), ('2012-12-27', 63.0), ('2012-12-28', 64.0), ('2012-12-29', 66.0), ('2012-12-30', 68.0), ('2012-12-31', 66.0), ('2013-12-01', 70.0), ('2013-12-02', 68.0), ('2013-12-03', 68.0), ('2013-12-04', 66.0), ('2013-12-05', 75.0), ('2013-12-06', 67.0), ('2013-12-07', 70.0), ('2013-12-08', 72.0), ('2013-12-09', 69.0), ('2013-12-10', 72.0), ('2013-12-11', 69.0), ('2013-12-12', 65.0), ('2013-12-13', 71.0), ('2013-12-14', 73.0), ('2013-12-15', 69.0), ('2013-12-16', 69.0), ('2013-12-17', 63.0), ('2013-12-18', 63.0), ('2013-12-19', 71.0), ('2013-12-20', 79.0), ('2013-12-21', 67.0), ('2013-12-22', 67.0), ('2013-12-23', 64.0), ('2013-12-24', 63.0), ('2013-12-25', 68.0), ('2013-12-26', 77.0), ('2013-12-27', 79.0), ('2013-12-28', 74.0), ('2013-12-29', 68.0), ('2013-12-30', 64.0), ('2014-12-01', 70.0), ('2014-12-02', 62.0), ('2014-12-03', 68.0), ('2014-12-04', 67.0), ('2014-12-05', 70.0), ('2014-12-06', 66.0), ('2014-12-07', 64.0), ('2014-12-08', 62.0), ('2014-12-09', 64.0), ('2014-12-10', 63.0), ('2014-12-11', 69.0), ('2014-12-12', 64.0), ('2014-12-14', 70.0), ('2014-12-15', 72.0), ('2014-12-16', 72.0), ('2014-12-17', 64.0), ('2014-12-18', 71.0), ('2014-12-19', 68.0), ('2014-12-20', 81.0), ('2014-12-21', 78.0), ('2014-12-22', 69.0), ('2014-12-23', 72.0), ('2014-12-24', 70.0), ('2014-12-25', 62.0), ('2014-12-26', 76.0), ('2014-12-27', 72.0), ('2014-12-28', 76.0), ('2014-12-29', 57.0), ('2014-12-30', 64.0), ('2014-12-31', 57.0), ('2010-12-01', 71.0), ('2010-12-02', 70.0), ('2010-12-03', 67.0), ('2010-12-04', 77.0), ('2010-12-05', 69.0), ('2010-12-06', 61.0), ('2010-12-07', 62.0), ('2010-12-08', 63.0), ('2010-12-09', 73.0), ('2010-12-10', 64.0), ('2010-12-11', 67.0), ('2010-12-12', 69.0), ('2010-12-13', 80.0), ('2010-12-14', 71.0), ('2010-12-15', 73.0), ('2010-12-16', 65.0), ('2010-12-17', 68.0), ('2010-12-18', 68.0), ('2010-12-19', 69.0), ('2010-12-20', 72.0), ('2010-12-21', 69.0), ('2010-12-22', 69.0), ('2010-12-23', 67.0), ('2010-12-24', 69.0), ('2010-12-25', 73.0), ('2010-12-26', 71.0), ('2010-12-27', 71.0), ('2010-12-28', 70.0), ('2010-12-29', 71.0), ('2010-12-30', 70.0), ('2010-12-31', 75.0), ('2011-12-01', 71.0), ('2011-12-02', 73.0), ('2011-12-03', 71.0), ('2011-12-04', 71.0), ('2011-12-05', 68.0), ('2011-12-06', 67.0), ('2011-12-07', 70.0), ('2011-12-08', 67.0), ('2011-12-10', 69.0), ('2011-12-11', 71.0), ('2011-12-12', 69.0), ('2011-12-13', 69.0), ('2011-12-14', 68.0), ('2011-12-15', 69.0), ('2011-12-16', 69.0), ('2011-12-17', 67.0), ('2011-12-18', 69.0), ('2011-12-19', 68.0), ('2011-12-20', 70.0), ('2011-12-21', 68.0), ('2011-12-22', 69.0), ('2011-12-23', 71.0), ('2011-12-24', 65.0), ('2011-12-25', 69.0), ('2011-12-26', 69.0), ('2011-12-27', 69.0), ('2011-12-28', 69.0), ('2011-12-29', 70.0), ('2011-12-30', 73.0), ('2011-12-31', 67.0), ('2012-12-01', 74.0), ('2012-12-02', 77.0), ('2012-12-03', 74.0), ('2012-12-04', 73.0), ('2012-12-05', 71.0), ('2012-12-06', 73.0), ('2012-12-07', 68.0), ('2012-12-08', 69.0), ('2012-12-09', 71.0), ('2012-12-10', 72.0), ('2012-12-11', 72.0), ('2012-12-12', 67.0), ('2012-12-13', 67.0), ('2012-12-14', 69.0), ('2012-12-15', 66.0), ('2012-12-16', 66.0), ('2012-12-17', 69.0), ('2012-12-18', 66.0), ('2012-12-19', 68.0), ('2012-12-20', 65.0), ('2012-12-21', 68.0), ('2012-12-22', 67.0), ('2012-12-23', 71.0), ('2012-12-24', 65.0), ('2012-12-25', 71.0), ('2012-12-26', 69.0), ('2012-12-27', 69.0), ('2012-12-28', 62.0), ('2012-12-29', 62.0), ('2012-12-30', 67.0), ('2012-12-31', 65.0), ('2013-12-01', 68.0), ('2013-12-02', 67.0), ('2013-12-03', 75.0), ('2013-12-04', 68.0), ('2013-12-05', 68.0), ('2013-12-06', 70.0), ('2013-12-08', 83.0), ('2013-12-09', 68.0), ('2013-12-10', 70.0), ('2013-12-11', 70.0), ('2013-12-12', 68.0), ('2013-12-13', 76.0), ('2013-12-14', 72.0), ('2013-12-15', 68.0), ('2013-12-16', 64.0), ('2013-12-17', 72.0), ('2013-12-18', 72.0), ('2013-12-19', 68.0), ('2013-12-20', 70.0), ('2013-12-21', 69.0), ('2013-12-23', 68.0), ('2013-12-24', 70.0), ('2013-12-25', 67.0), ('2013-12-26', 70.0), ('2013-12-27', 70.0), ('2013-12-28', 71.0), ('2013-12-29', 70.0), ('2013-12-30', 69.0), ('2013-12-31', 71.0), ('2014-12-01', 68.0), ('2014-12-02', 70.0), ('2014-12-03', 67.0), ('2014-12-04', 70.0), ('2014-12-05', 73.0), ('2014-12-06', 70.0), ('2014-12-07', 66.0), ('2014-12-09', 70.0), ('2014-12-10', 72.0), ('2014-12-11', 71.0), ('2014-12-12', 68.0), ('2014-12-13', 71.0), ('2014-12-14', 67.0), ('2014-12-15', 65.0), ('2014-12-16', 66.0), ('2014-12-17', 70.0), ('2014-12-18', 69.0), ('2014-12-19', 70.0), ('2014-12-21', 72.0), ('2014-12-22', 67.0), ('2014-12-23', 68.0), ('2014-12-24', 64.0), ('2014-12-25', 66.0), ('2014-12-26', 65.0), ('2014-12-27', 62.0), ('2014-12-28', 68.0), ('2014-12-29', 67.0), ('2015-12-01', 73.0), ('2015-12-02', 70.0), ('2015-12-03', 71.0), ('2015-12-04', 71.0), ('2015-12-05', 70.0), ('2015-12-06', 71.0), ('2015-12-07', 69.0), ('2015-12-08', 70.0), ('2015-12-09', 73.0), ('2015-12-10', 70.0), ('2015-12-11', 72.0), ('2015-12-12', 71.0), ('2015-12-13', 69.0), ('2015-12-15', 74.0), ('2015-12-16', 73.0), ('2015-12-17', 69.0), ('2015-12-18', 71.0), ('2015-12-19', 68.0), ('2015-12-20', 72.0), ('2015-12-22', 71.0), ('2015-12-23', 70.0), ('2015-12-24', 72.0), ('2015-12-25', 71.0), ('2015-12-26', 69.0), ('2015-12-27', 71.0), ('2015-12-29', 67.0), ('2015-12-30', 71.0), ('2015-12-31', 69.0), ('2016-12-01', 71.0), ('2016-12-02', 71.0), ('2016-12-03', 67.0), ('2016-12-04', 76.0), ('2016-12-05', 67.0), ('2016-12-06', 67.0), ('2016-12-07', 68.0), ('2016-12-08', 71.0), ('2016-12-09', 68.0), ('2016-12-10', 68.0), ('2016-12-11', 69.0), ('2016-12-12', 65.0), ('2016-12-13', 70.0), ('2016-12-14', 69.0), ('2016-12-15', 64.0), ('2016-12-16', 60.0), ('2016-12-18', 67.0), ('2016-12-19', 72.0), ('2016-12-20', 73.0), ('2016-12-21', 70.0), ('2016-12-22', 68.0), ('2016-12-23', 69.0), ('2016-12-24', 69.0), ('2016-12-25', 69.0), ('2016-12-26', 71.0), ('2016-12-27', 71.0), ('2016-12-28', 71.0), ('2016-12-29', 69.0), ('2016-12-30', 65.0), ('2016-12-31', 65.0)]\n"
     ]
    }
   ],
   "source": [
    "# 7. Convert the December temperatures to a list.\n",
    "results = []\n",
    "results = session.query(Measurement.date, Measurement.tobs).filter(extract('month', Measurement.date) == 12).all()\n",
    "print(results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      date  December temperature\n",
      "2010-12-01                  76.0\n",
      "2010-12-03                  74.0\n",
      "2010-12-04                  74.0\n",
      "2010-12-06                  64.0\n",
      "2010-12-07                  64.0\n",
      "2010-12-08                  67.0\n",
      "2010-12-09                  77.0\n",
      "2010-12-10                  66.0\n",
      "2010-12-11                  69.0\n",
      "2010-12-12                  68.0\n",
      "2010-12-13                  68.0\n",
      "2010-12-14                  71.0\n",
      "2010-12-15                  74.0\n",
      "2010-12-16                  67.0\n",
      "2010-12-17                  66.0\n",
      "2010-12-18                  69.0\n",
      "2010-12-19                  71.0\n",
      "2010-12-23                  70.0\n",
      "2010-12-24                  70.0\n",
      "2010-12-26                  74.0\n",
      "2010-12-27                  74.0\n",
      "2010-12-28                  71.0\n",
      "2010-12-29                  75.0\n",
      "2010-12-30                  75.0\n",
      "2010-12-31                  72.0\n",
      "2011-12-01                  69.0\n",
      "2011-12-02                  68.0\n",
      "2011-12-03                  73.0\n",
      "2011-12-04                  74.0\n",
      "2011-12-05                  73.0\n",
      "2011-12-06                  73.0\n",
      "2011-12-07                  73.0\n",
      "2011-12-08                  73.0\n",
      "2011-12-09                  71.0\n",
      "2011-12-10                  73.0\n",
      "2011-12-11                  73.0\n",
      "2011-12-12                  77.0\n",
      "2011-12-13                  72.0\n",
      "2011-12-14                  71.0\n",
      "2011-12-15                  73.0\n",
      "2011-12-16                  70.0\n",
      "2011-12-17                  73.0\n",
      "2011-12-18                  69.0\n",
      "2011-12-19                  74.0\n",
      "2011-12-20                  72.0\n",
      "2011-12-21                  71.0\n",
      "2011-12-22                  72.0\n",
      "2011-12-23                  72.0\n",
      "2011-12-24                  70.0\n",
      "2011-12-25                  73.0\n",
      "2011-12-26                  73.0\n",
      "2011-12-27                  72.0\n",
      "2011-12-28                  73.0\n",
      "2011-12-29                  73.0\n",
      "2011-12-30                  72.0\n",
      "2011-12-31                  63.0\n",
      "2012-12-01                  65.0\n",
      "2012-12-02                  71.0\n",
      "2012-12-03                  76.0\n",
      "2012-12-04                  70.0\n",
      "2012-12-05                  76.0\n",
      "2012-12-06                  69.0\n",
      "2012-12-07                  69.0\n",
      "2012-12-08                  69.0\n",
      "2012-12-09                  74.0\n",
      "2012-12-10                  76.0\n",
      "2012-12-11                  74.0\n",
      "2012-12-12                  73.0\n",
      "2012-12-13                  73.0\n",
      "2012-12-14                  74.0\n",
      "2012-12-15                  73.0\n",
      "2012-12-16                  73.0\n",
      "2012-12-17                  73.0\n",
      "2012-12-18                  74.0\n",
      "2012-12-19                  74.0\n",
      "2012-12-20                  71.0\n",
      "2012-12-21                  73.0\n",
      "2012-12-22                  72.0\n",
      "2012-12-23                  64.0\n",
      "2012-12-24                  66.0\n",
      "2012-12-26                  73.0\n",
      "2012-12-27                  72.0\n",
      "2012-12-28                  65.0\n",
      "2012-12-29                  64.0\n",
      "2012-12-30                  69.0\n",
      "2012-12-31                  68.0\n",
      "2013-12-01                  77.0\n",
      "2013-12-02                  71.0\n",
      "2013-12-03                  71.0\n",
      "2013-12-04                  69.0\n",
      "2013-12-05                  68.0\n",
      "2013-12-06                  68.0\n",
      "2013-12-07                  69.0\n",
      "2013-12-08                  70.0\n",
      "2013-12-09                  72.0\n",
      "2013-12-10                  76.0\n",
      "2013-12-11                  75.0\n",
      "2013-12-12                  69.0\n",
      "2013-12-13                  71.0\n",
      "2013-12-14                  71.0\n",
      "2013-12-15                  71.0\n",
      "2013-12-16                  68.0\n",
      "2013-12-17                  65.0\n",
      "2013-12-18                  70.0\n",
      "2013-12-19                  69.0\n",
      "2013-12-20                  69.0\n",
      "2013-12-21                  71.0\n",
      "2013-12-22                  67.0\n",
      "2013-12-23                  73.0\n",
      "2013-12-24                  74.0\n",
      "2013-12-25                  73.0\n",
      "2013-12-26                  67.0\n",
      "2013-12-27                  74.0\n",
      "2013-12-28                  75.0\n",
      "2013-12-29                  75.0\n",
      "2013-12-30                  74.0\n",
      "2013-12-31                  67.0\n",
      "2014-12-01                  73.0\n",
      "2014-12-02                  73.0\n",
      "2014-12-03                  71.0\n",
      "2014-12-04                  72.0\n",
      "2014-12-05                  71.0\n",
      "2014-12-06                  68.0\n",
      "2014-12-07                  65.0\n",
      "2014-12-08                  69.0\n",
      "2014-12-09                  70.0\n",
      "2014-12-10                  70.0\n",
      "2014-12-11                  74.0\n",
      "2014-12-12                  71.0\n",
      "2014-12-13                  74.0\n",
      "2014-12-14                  73.0\n",
      "2014-12-15                  72.0\n",
      "2014-12-16                  74.0\n",
      "2014-12-17                  72.0\n",
      "2014-12-18                  74.0\n",
      "2014-12-19                  75.0\n",
      "2014-12-20                  74.0\n",
      "2014-12-21                  70.0\n",
      "2014-12-22                  74.0\n",
      "2014-12-23                  70.0\n",
      "2014-12-24                  66.0\n",
      "2014-12-25                  61.0\n",
      "2014-12-26                  63.0\n",
      "2014-12-27                  63.0\n",
      "2014-12-28                  63.0\n",
      "2014-12-29                  63.0\n",
      "2014-12-30                  67.0\n",
      "2014-12-31                  56.0\n",
      "2015-12-01                  75.0\n",
      "2015-12-02                  77.0\n",
      "2015-12-03                  75.0\n",
      "2015-12-04                  75.0\n",
      "2015-12-05                  75.0\n",
      "2015-12-06                  75.0\n",
      "2015-12-07                  71.0\n",
      "2015-12-08                  70.0\n",
      "2015-12-09                  74.0\n",
      "2015-12-10                  74.0\n",
      "2015-12-11                  75.0\n",
      "2015-12-12                  72.0\n",
      "2015-12-13                  70.0\n",
      "2015-12-14                  66.0\n",
      "2015-12-15                  74.0\n",
      "2015-12-16                  75.0\n",
      "2015-12-17                  74.0\n",
      "2015-12-18                  75.0\n",
      "2015-12-19                  76.0\n",
      "2015-12-20                  74.0\n",
      "2015-12-21                  75.0\n",
      "2015-12-22                  74.0\n",
      "2015-12-23                  73.0\n",
      "2015-12-24                  68.0\n",
      "2015-12-25                  73.0\n",
      "2015-12-26                  74.0\n",
      "2015-12-27                  74.0\n",
      "2015-12-28                  77.0\n",
      "2015-12-29                  70.0\n",
      "2015-12-30                  70.0\n",
      "2015-12-31                  69.0\n",
      "2016-12-01                  75.0\n",
      "2016-12-02                  72.0\n",
      "2016-12-03                  69.0\n",
      "2016-12-04                  71.0\n",
      "2016-12-05                  68.0\n",
      "2016-12-06                  67.0\n",
      "2016-12-07                  69.0\n",
      "2016-12-08                  73.0\n",
      "2016-12-09                  70.0\n",
      "2016-12-10                  70.0\n",
      "2016-12-11                  70.0\n",
      "2016-12-12                  66.0\n",
      "2016-12-13                  67.0\n",
      "2016-12-14                  70.0\n",
      "2016-12-15                  66.0\n",
      "2016-12-16                  62.0\n",
      "2016-12-17                  71.0\n",
      "2016-12-18                  73.0\n",
      "2016-12-19                  69.0\n",
      "2016-12-20                  77.0\n",
      "2016-12-21                  74.0\n",
      "2016-12-22                  71.0\n",
      "2016-12-23                  72.0\n",
      "2016-12-24                  74.0\n",
      "2016-12-25                  74.0\n",
      "2016-12-26                  74.0\n",
      "2016-12-27                  74.0\n",
      "2016-12-28                  71.0\n",
      "2016-12-29                  73.0\n",
      "2016-12-30                  69.0\n",
      "2016-12-31                  66.0\n",
      "2010-12-01                  73.0\n",
      "2010-12-02                  72.0\n",
      "2010-12-03                  73.0\n",
      "2010-12-04                  74.0\n",
      "2010-12-05                  73.0\n",
      "2010-12-06                  66.0\n",
      "2010-12-07                  64.0\n",
      "2010-12-08                  66.0\n",
      "2010-12-09                  75.0\n",
      "2010-12-10                  65.0\n",
      "2010-12-11                  69.0\n",
      "2010-12-12                  71.0\n",
      "2010-12-13                  69.0\n",
      "2010-12-14                  78.0\n",
      "2010-12-15                  74.0\n",
      "2010-12-16                  68.0\n",
      "2010-12-17                  68.0\n",
      "2010-12-18                  70.0\n",
      "2010-12-19                  70.0\n",
      "2010-12-20                  71.0\n",
      "2010-12-21                  71.0\n",
      "2010-12-22                  71.0\n",
      "2010-12-23                  71.0\n",
      "2010-12-24                  69.0\n",
      "2010-12-25                  69.0\n",
      "2010-12-26                  72.0\n",
      "2010-12-27                  76.0\n",
      "2010-12-28                  72.0\n",
      "2010-12-29                  73.0\n",
      "2010-12-30                  73.0\n",
      "2010-12-31                  74.0\n",
      "2011-12-01                  69.0\n",
      "2011-12-02                  68.0\n",
      "2011-12-03                  74.0\n",
      "2011-12-04                  73.0\n",
      "2011-12-05                  73.0\n",
      "2011-12-06                  72.0\n",
      "2011-12-07                  71.0\n",
      "2011-12-08                  71.0\n",
      "2011-12-09                  68.0\n",
      "2011-12-10                  72.0\n",
      "2011-12-11                  71.0\n",
      "2011-12-12                  72.0\n",
      "2011-12-13                  71.0\n",
      "2011-12-14                  71.0\n",
      "2011-12-15                  72.0\n",
      "2011-12-16                  71.0\n",
      "2011-12-17                  71.0\n",
      "2011-12-18                  72.0\n",
      "2011-12-19                  72.0\n",
      "2011-12-20                  72.0\n",
      "2011-12-21                  69.0\n",
      "2011-12-22                  71.0\n",
      "2011-12-23                  71.0\n",
      "2011-12-24                  69.0\n",
      "2011-12-25                  74.0\n",
      "2011-12-26                  72.0\n",
      "2011-12-27                  71.0\n",
      "2011-12-28                  71.0\n",
      "2011-12-29                  72.0\n",
      "2011-12-30                  71.0\n",
      "2011-12-31                  67.0\n",
      "2012-12-01                  65.0\n",
      "2012-12-02                  70.0\n",
      "2012-12-03                  76.0\n",
      "2012-12-04                  68.0\n",
      "2012-12-05                  71.0\n",
      "2012-12-06                  71.0\n",
      "2012-12-07                  68.0\n",
      "2012-12-08                  70.0\n",
      "2012-12-09                  73.0\n",
      "2012-12-10                  73.0\n",
      "2012-12-11                  72.0\n",
      "2012-12-12                  71.0\n",
      "2012-12-13                  70.0\n",
      "2012-12-14                  72.0\n",
      "2012-12-15                  71.0\n",
      "2012-12-16                  72.0\n",
      "2012-12-17                  72.0\n",
      "2012-12-18                  71.0\n",
      "2012-12-19                  70.0\n",
      "2012-12-20                  71.0\n",
      "2012-12-21                  71.0\n",
      "2012-12-22                  71.0\n",
      "2012-12-23                  66.0\n",
      "2012-12-24                  65.0\n",
      "2012-12-25                  73.0\n",
      "2012-12-26                  72.0\n",
      "2012-12-27                  72.0\n",
      "2012-12-28                  65.0\n",
      "2012-12-29                  65.0\n",
      "2012-12-30                  68.0\n",
      "2012-12-31                  67.0\n",
      "2013-12-01                  76.0\n",
      "2013-12-02                  70.0\n",
      "2013-12-03                  71.0\n",
      "2013-12-04                  69.0\n",
      "2013-12-05                  67.0\n",
      "2013-12-06                  69.0\n",
      "2013-12-07                  71.0\n",
      "2013-12-08                  69.0\n",
      "2013-12-09                  72.0\n",
      "2013-12-10                  76.0\n",
      "2013-12-11                  75.0\n",
      "2013-12-12                  72.0\n",
      "2013-12-13                  75.0\n",
      "2013-12-14                  71.0\n",
      "2013-12-15                  69.0\n",
      "2013-12-16                  68.0\n",
      "2013-12-17                  68.0\n",
      "2013-12-18                  72.0\n",
      "2013-12-19                  70.0\n",
      "2013-12-20                  72.0\n",
      "2013-12-21                  75.0\n",
      "2013-12-22                  69.0\n",
      "2013-12-23                  72.0\n",
      "2013-12-24                  73.0\n",
      "2013-12-25                  73.0\n",
      "2013-12-26                  72.0\n",
      "2013-12-27                  73.0\n",
      "2013-12-28                  74.0\n",
      "2013-12-29                  73.0\n",
      "2013-12-30                  72.0\n",
      "2013-12-31                  68.0\n",
      "2014-12-01                  72.0\n",
      "2014-12-02                  71.0\n",
      "2014-12-03                  69.0\n",
      "2014-12-04                  67.0\n",
      "2014-12-05                  70.0\n",
      "2014-12-06                  72.0\n",
      "2014-12-07                  67.0\n",
      "2014-12-08                  67.0\n",
      "2014-12-09                  69.0\n",
      "2014-12-10                  67.0\n",
      "2014-12-11                  74.0\n",
      "2014-12-12                  70.0\n",
      "2014-12-13                  73.0\n",
      "2014-12-14                  71.0\n",
      "2014-12-15                  71.0\n",
      "2014-12-16                  71.0\n",
      "2014-12-17                  71.0\n",
      "2014-12-18                  72.0\n",
      "2014-12-19                  76.0\n",
      "2014-12-20                  78.0\n",
      "2014-12-21                  76.0\n",
      "2014-12-22                  73.0\n",
      "2014-12-23                  70.0\n",
      "2014-12-24                  68.0\n",
      "2014-12-25                  77.0\n",
      "2014-12-26                  66.0\n",
      "2014-12-27                  65.0\n",
      "2014-12-28                  69.0\n",
      "2014-12-29                  69.0\n",
      "2014-12-30                  66.0\n",
      "2014-12-31                  64.0\n",
      "2015-12-02                  74.0\n",
      "2015-12-03                  75.0\n",
      "2015-12-04                  80.0\n",
      "2015-12-05                  72.0\n",
      "2015-12-06                  73.0\n",
      "2015-12-07                  70.0\n",
      "2015-12-08                  69.0\n",
      "2015-12-09                  77.0\n",
      "2015-12-10                  74.0\n",
      "2015-12-11                  77.0\n",
      "2015-12-12                  72.0\n",
      "2015-12-13                  69.0\n",
      "2015-12-14                  69.0\n",
      "2015-12-15                  75.0\n",
      "2015-12-16                  75.0\n",
      "2015-12-17                  72.0\n",
      "2015-12-18                  73.0\n",
      "2015-12-19                  78.0\n",
      "2015-12-20                  75.0\n",
      "2015-12-21                  75.0\n",
      "2015-12-22                  74.0\n",
      "2015-12-23                  73.0\n",
      "2015-12-24                  70.0\n",
      "2015-12-25                  70.0\n",
      "2015-12-26                  72.0\n",
      "2015-12-27                  74.0\n",
      "2015-12-28                  74.0\n",
      "2015-12-29                  67.0\n",
      "2015-12-30                  74.0\n",
      "2015-12-31                  70.0\n",
      "2016-12-01                  73.0\n",
      "2016-12-02                  71.0\n",
      "2016-12-03                  71.0\n",
      "2016-12-04                  69.0\n",
      "2016-12-05                  68.0\n",
      "2016-12-06                  70.0\n",
      "2016-12-07                  71.0\n",
      "2016-12-08                  72.0\n",
      "2016-12-09                  70.0\n",
      "2016-12-10                  71.0\n",
      "2016-12-11                  72.0\n",
      "2016-12-12                  68.0\n",
      "2016-12-13                  68.0\n",
      "2016-12-14                  70.0\n",
      "2016-12-15                  70.0\n",
      "2016-12-16                  63.0\n",
      "2016-12-17                  71.0\n",
      "2016-12-18                  67.0\n",
      "2016-12-19                  69.0\n",
      "2016-12-20                  74.0\n",
      "2016-12-21                  72.0\n",
      "2016-12-22                  70.0\n",
      "2016-12-23                  69.0\n",
      "2016-12-24                  73.0\n",
      "2016-12-25                  74.0\n",
      "2016-12-26                  74.0\n",
      "2016-12-27                  73.0\n",
      "2016-12-28                  71.0\n",
      "2016-12-29                  72.0\n",
      "2016-12-30                  69.0\n",
      "2016-12-31                  71.0\n",
      "2010-12-01                  73.0\n",
      "2010-12-02                  73.0\n",
      "2010-12-03                  71.0\n",
      "2010-12-04                  72.0\n",
      "2010-12-05                  71.0\n",
      "2010-12-06                  64.0\n",
      "2010-12-07                  71.0\n",
      "2010-12-08                  62.0\n",
      "2010-12-09                  70.0\n",
      "2010-12-10                  64.0\n",
      "2010-12-11                  64.0\n",
      "2010-12-12                  70.0\n",
      "2010-12-13                  70.0\n",
      "2010-12-14                  69.0\n",
      "2010-12-15                  72.0\n",
      "2010-12-16                  68.0\n",
      "2010-12-17                  68.0\n",
      "2010-12-18                  65.0\n",
      "2010-12-19                  67.0\n",
      "2010-12-20                  68.0\n",
      "2010-12-21                  70.0\n",
      "2010-12-22                  67.0\n",
      "2010-12-23                  73.0\n",
      "2010-12-24                  70.0\n",
      "2010-12-26                  68.0\n",
      "2010-12-27                  72.0\n",
      "2010-12-28                  69.0\n",
      "2010-12-29                  71.0\n",
      "2010-12-30                  70.0\n",
      "2010-12-31                  75.0\n",
      "2011-12-01                  70.0\n",
      "2011-12-02                  68.0\n",
      "2011-12-03                  73.0\n",
      "2011-12-04                  71.0\n",
      "2011-12-05                  71.0\n",
      "2011-12-06                  70.0\n",
      "2011-12-07                  70.0\n",
      "2011-12-08                  70.0\n",
      "2011-12-09                  70.0\n",
      "2011-12-10                  72.0\n",
      "2011-12-12                  74.0\n",
      "2011-12-13                  71.0\n",
      "2011-12-14                  70.0\n",
      "2011-12-15                  70.0\n",
      "2011-12-16                  69.0\n",
      "2011-12-18                  71.0\n",
      "2011-12-19                  70.0\n",
      "2011-12-20                  70.0\n",
      "2011-12-21                  72.0\n",
      "2011-12-22                  72.0\n",
      "2011-12-24                  72.0\n",
      "2011-12-26                  72.0\n",
      "2011-12-27                  72.0\n",
      "2011-12-29                  70.0\n",
      "2011-12-30                  66.0\n",
      "2011-12-31                  71.0\n",
      "2012-12-01                  68.0\n",
      "2012-12-03                  79.0\n",
      "2012-12-04                  76.0\n",
      "2012-12-05                  73.0\n",
      "2012-12-06                  75.0\n",
      "2012-12-07                  71.0\n",
      "2012-12-10                  76.0\n",
      "2012-12-11                  74.0\n",
      "2012-12-12                  73.0\n",
      "2012-12-13                  73.0\n",
      "2012-12-14                  74.0\n",
      "2012-12-17                  73.0\n",
      "2012-12-18                  72.0\n",
      "2012-12-19                  76.0\n",
      "2012-12-21                  75.0\n",
      "2012-12-22                  77.0\n",
      "2012-12-24                  74.0\n",
      "2012-12-26                  76.0\n",
      "2012-12-28                  75.0\n",
      "2012-12-31                  76.0\n",
      "2013-12-02                  73.0\n",
      "2013-12-03                  75.0\n",
      "2013-12-04                  73.0\n",
      "2013-12-05                  73.0\n",
      "2013-12-06                  74.0\n",
      "2013-12-07                  78.0\n",
      "2013-12-08                  78.0\n",
      "2013-12-09                  78.0\n",
      "2013-12-10                  75.0\n",
      "2013-12-11                  75.0\n",
      "2013-12-12                  75.0\n",
      "2013-12-13                  74.0\n",
      "2013-12-14                  77.0\n",
      "2013-12-16                  72.0\n",
      "2013-12-17                  72.0\n",
      "2013-12-18                  73.0\n",
      "2013-12-19                  71.0\n",
      "2013-12-20                  75.0\n",
      "2013-12-21                  76.0\n",
      "2013-12-23                  74.0\n",
      "2013-12-24                  75.0\n",
      "2013-12-26                  74.0\n",
      "2013-12-27                  75.0\n",
      "2013-12-28                  73.0\n",
      "2013-12-29                  72.0\n",
      "2013-12-30                  72.0\n",
      "2013-12-31                  75.0\n",
      "2014-12-01                  74.0\n",
      "2014-12-02                  74.0\n",
      "2014-12-03                  72.0\n",
      "2014-12-04                  73.0\n",
      "2014-12-05                  70.0\n",
      "2014-12-06                  76.0\n",
      "2014-12-08                  78.0\n",
      "2014-12-09                  76.0\n",
      "2014-12-10                  78.0\n",
      "2014-12-11                  74.0\n",
      "2014-12-12                  71.0\n",
      "2014-12-13                  78.0\n",
      "2014-12-15                  70.0\n",
      "2014-12-16                  74.0\n",
      "2014-12-17                  74.0\n",
      "2014-12-18                  75.0\n",
      "2014-12-19                  76.0\n",
      "2014-12-20                  78.0\n",
      "2014-12-22                  72.0\n",
      "2014-12-23                  73.0\n",
      "2014-12-25                  76.0\n",
      "2014-12-29                  72.0\n",
      "2014-12-31                  72.0\n",
      "2015-12-01                  78.0\n",
      "2015-12-02                  76.0\n",
      "2015-12-03                  76.0\n",
      "2015-12-04                  77.0\n",
      "2015-12-07                  79.0\n",
      "2015-12-08                  73.0\n",
      "2015-12-09                  79.0\n",
      "2015-12-10                  77.0\n",
      "2015-12-11                  78.0\n",
      "2015-12-12                  76.0\n",
      "2015-12-13                  78.0\n",
      "2015-12-14                  77.0\n",
      "2015-12-15                  79.0\n",
      "2015-12-16                  75.0\n",
      "2015-12-17                  77.0\n",
      "2015-12-18                  76.0\n",
      "2015-12-19                  78.0\n",
      "2015-12-21                  78.0\n",
      "2015-12-22                  77.0\n",
      "2015-12-23                  78.0\n",
      "2015-12-25                  78.0\n",
      "2015-12-27                  76.0\n",
      "2015-12-28                  75.0\n",
      "2015-12-29                  72.0\n",
      "2016-12-01                  75.0\n",
      "2016-12-02                  77.0\n",
      "2016-12-03                  75.0\n",
      "2016-12-04                  77.0\n",
      "2016-12-05                  76.0\n",
      "2016-12-07                  76.0\n",
      "2016-12-08                  75.0\n",
      "2016-12-09                  72.0\n",
      "2016-12-10                  76.0\n",
      "2016-12-12                  75.0\n",
      "2016-12-13                  72.0\n",
      "2016-12-14                  72.0\n",
      "2016-12-15                  75.0\n",
      "2016-12-16                  69.0\n",
      "2016-12-17                  75.0\n",
      "2016-12-18                  74.0\n",
      "2016-12-19                  78.0\n",
      "2016-12-20                  77.0\n",
      "2016-12-21                  76.0\n",
      "2016-12-22                  72.0\n",
      "2016-12-23                  73.0\n",
      "2016-12-24                  74.0\n",
      "2016-12-26                  74.0\n",
      "2016-12-27                  74.0\n",
      "2016-12-28                  73.0\n",
      "2016-12-29                  73.0\n",
      "2016-12-30                  71.0\n",
      "2016-12-31                  72.0\n",
      "2010-12-01                  72.0\n",
      "2010-12-02                  75.0\n",
      "2010-12-06                  66.0\n",
      "2010-12-07                  66.0\n",
      "2010-12-08                  67.0\n",
      "2010-12-09                  76.0\n",
      "2010-12-10                  68.0\n",
      "2010-12-13                  69.0\n",
      "2010-12-14                  71.0\n",
      "2010-12-15                  70.0\n",
      "2010-12-16                  68.0\n",
      "2010-12-17                  66.0\n",
      "2011-12-01                  69.0\n",
      "2011-12-02                  69.0\n",
      "2011-12-05                  71.0\n",
      "2011-12-06                  72.0\n",
      "2011-12-07                  69.0\n",
      "2011-12-08                  72.0\n",
      "2011-12-09                  70.0\n",
      "2011-12-12                  76.0\n",
      "2011-12-13                  69.0\n",
      "2011-12-14                  71.0\n",
      "2011-12-15                  72.0\n",
      "2011-12-16                  71.0\n",
      "2012-12-03                  78.0\n",
      "2012-12-04                  73.0\n",
      "2012-12-05                  74.0\n",
      "2012-12-06                  68.0\n",
      "2012-12-07                  71.0\n",
      "2012-12-10                  76.0\n",
      "2012-12-11                  75.0\n",
      "2012-12-12                  74.0\n",
      "2012-12-13                  73.0\n",
      "2012-12-14                  73.0\n",
      "2012-12-27                  74.0\n",
      "2012-12-28                  69.0\n",
      "2013-12-02                  74.0\n",
      "2013-12-03                  72.0\n",
      "2013-12-04                  70.0\n",
      "2013-12-05                  67.0\n",
      "2013-12-06                  69.0\n",
      "2013-12-09                  73.0\n",
      "2013-12-10                  75.0\n",
      "2013-12-11                  74.0\n",
      "2013-12-12                  72.0\n",
      "2013-12-13                  71.0\n",
      "2013-12-16                  67.0\n",
      "2013-12-17                  74.0\n",
      "2013-12-18                  70.0\n",
      "2013-12-19                  70.0\n",
      "2013-12-20                  70.0\n",
      "2013-12-23                  71.0\n",
      "2013-12-24                  70.0\n",
      "2013-12-26                  71.0\n",
      "2013-12-27                  71.0\n",
      "2013-12-28                  68.0\n",
      "2014-12-01                  74.0\n",
      "2014-12-02                  75.0\n",
      "2014-12-03                  74.0\n",
      "2014-12-04                  77.0\n",
      "2014-12-05                  76.0\n",
      "2014-12-08                  77.0\n",
      "2014-12-09                  75.0\n",
      "2014-12-10                  76.0\n",
      "2014-12-11                  75.0\n",
      "2014-12-15                  77.0\n",
      "2014-12-16                  75.0\n",
      "2014-12-17                  77.0\n",
      "2014-12-18                  74.0\n",
      "2014-12-19                  78.0\n",
      "2014-12-22                  77.0\n",
      "2014-12-23                  76.0\n",
      "2014-12-24                  69.0\n",
      "2014-12-26                  70.0\n",
      "2014-12-29                  64.0\n",
      "2014-12-30                  75.0\n",
      "2015-12-01                  69.0\n",
      "2015-12-02                  65.0\n",
      "2015-12-03                  76.0\n",
      "2015-12-04                  81.0\n",
      "2015-12-08                  71.0\n",
      "2015-12-09                  71.0\n",
      "2015-12-10                  71.0\n",
      "2015-12-16                  82.0\n",
      "2015-12-17                  74.0\n",
      "2015-12-18                  75.0\n",
      "2015-12-24                  77.0\n",
      "2015-12-27                  74.0\n",
      "2015-12-28                  68.0\n",
      "2016-12-01                  72.0\n",
      "2016-12-02                  70.0\n",
      "2016-12-05                  68.0\n",
      "2016-12-06                  74.0\n",
      "2016-12-07                  71.0\n",
      "2016-12-08                  70.0\n",
      "2016-12-09                  70.0\n",
      "2016-12-12                  70.0\n",
      "2016-12-13                  68.0\n",
      "2016-12-14                  68.0\n",
      "2016-12-15                  68.0\n",
      "2016-12-16                  66.0\n",
      "2016-12-19                  71.0\n",
      "2016-12-20                  76.0\n",
      "2016-12-21                  73.0\n",
      "2016-12-22                  70.0\n",
      "2016-12-23                  68.0\n",
      "2016-12-28                  71.0\n",
      "2016-12-29                  71.0\n",
      "2016-12-30                  68.0\n",
      "2010-12-02                  71.0\n",
      "2010-12-03                  70.0\n",
      "2010-12-05                  73.0\n",
      "2010-12-06                  78.0\n",
      "2010-12-07                  76.0\n",
      "2010-12-08                  73.0\n",
      "2010-12-09                  74.0\n",
      "2010-12-10                  63.0\n",
      "2010-12-11                  72.0\n",
      "2010-12-13                  75.0\n",
      "2010-12-14                  74.0\n",
      "2010-12-15                  72.0\n",
      "2010-12-16                  68.0\n",
      "2012-12-03                  74.0\n",
      "2012-12-06                  73.0\n",
      "2013-12-17                  73.0\n",
      "2013-12-19                  72.0\n",
      "2013-12-20                  73.0\n",
      "2013-12-23                  72.0\n",
      "2010-12-01                  78.0\n",
      "2010-12-02                  74.0\n",
      "2010-12-03                  74.0\n",
      "2010-12-04                  78.0\n",
      "2010-12-05                  78.0\n",
      "2010-12-06                  61.0\n",
      "2010-12-07                  69.0\n",
      "2010-12-08                  65.0\n",
      "2010-12-09                  77.0\n",
      "2010-12-10                  67.0\n",
      "2010-12-11                  69.0\n",
      "2010-12-12                  75.0\n",
      "2010-12-13                  67.0\n",
      "2010-12-14                  71.0\n",
      "2010-12-15                  74.0\n",
      "2010-12-16                  66.0\n",
      "2010-12-17                  66.0\n",
      "2010-12-18                  77.0\n",
      "2010-12-19                  70.0\n",
      "2010-12-20                  73.0\n",
      "2010-12-21                  71.0\n",
      "2010-12-22                  71.0\n",
      "2010-12-23                  71.0\n",
      "2010-12-24                  67.0\n",
      "2010-12-25                  71.0\n",
      "2010-12-26                  74.0\n",
      "2010-12-27                  76.0\n",
      "2010-12-28                  72.0\n",
      "2010-12-29                  74.0\n",
      "2010-12-30                  75.0\n",
      "2010-12-31                  69.0\n",
      "2011-12-01                  69.0\n",
      "2011-12-02                  69.0\n",
      "2011-12-03                  75.0\n",
      "2011-12-04                  73.0\n",
      "2011-12-05                  73.0\n",
      "2011-12-06                  72.0\n",
      "2011-12-07                  72.0\n",
      "2011-12-08                  72.0\n",
      "2011-12-09                  74.0\n",
      "2011-12-10                  72.0\n",
      "2011-12-11                  73.0\n",
      "2011-12-12                  73.0\n",
      "2011-12-13                  73.0\n",
      "2011-12-14                  73.0\n",
      "2011-12-15                  74.0\n",
      "2011-12-16                  73.0\n",
      "2011-12-17                  71.0\n",
      "2011-12-18                  72.0\n",
      "2011-12-19                  73.0\n",
      "2011-12-20                  74.0\n",
      "2011-12-21                  72.0\n",
      "2011-12-22                  73.0\n",
      "2011-12-23                  73.0\n",
      "2011-12-24                  71.0\n",
      "2011-12-25                  73.0\n",
      "2011-12-26                  75.0\n",
      "2011-12-27                  71.0\n",
      "2011-12-28                  72.0\n",
      "2011-12-29                  73.0\n",
      "2011-12-30                  71.0\n",
      "2011-12-31                  65.0\n",
      "2012-12-01                  77.0\n",
      "2012-12-02                  72.0\n",
      "2012-12-03                  78.0\n",
      "2012-12-04                  71.0\n",
      "2012-12-05                  72.0\n",
      "2012-12-06                  71.0\n",
      "2012-12-07                  72.0\n",
      "2012-12-08                  76.0\n",
      "2012-12-09                  75.0\n",
      "2012-12-10                  75.0\n",
      "2012-12-11                  76.0\n",
      "2012-12-12                  73.0\n",
      "2012-12-13                  72.0\n",
      "2012-12-14                  74.0\n",
      "2012-12-15                  74.0\n",
      "2012-12-16                  74.0\n",
      "2012-12-17                  73.0\n",
      "2012-12-18                  77.0\n",
      "2012-12-19                  73.0\n",
      "2012-12-20                  70.0\n",
      "2012-12-21                  72.0\n",
      "2012-12-22                  76.0\n",
      "2012-12-23                  65.0\n",
      "2012-12-24                  74.0\n",
      "2012-12-25                  73.0\n",
      "2012-12-26                  77.0\n",
      "2012-12-27                  76.0\n",
      "2012-12-28                  69.0\n",
      "2012-12-29                  78.0\n",
      "2012-12-30                  76.0\n",
      "2012-12-31                  68.0\n",
      "2013-12-01                  76.0\n",
      "2013-12-02                  68.0\n",
      "2013-12-03                  79.0\n",
      "2013-12-04                  69.0\n",
      "2013-12-05                  64.0\n",
      "2013-12-06                  70.0\n",
      "2013-12-07                  69.0\n",
      "2013-12-08                  73.0\n",
      "2013-12-09                  70.0\n",
      "2013-12-10                  74.0\n",
      "2013-12-11                  76.0\n",
      "2013-12-12                  76.0\n",
      "2013-12-13                  69.0\n",
      "2013-12-14                  73.0\n",
      "2013-12-15                  73.0\n",
      "2013-12-16                  65.0\n",
      "2013-12-17                  70.0\n",
      "2013-12-18                  72.0\n",
      "2013-12-19                  72.0\n",
      "2013-12-20                  75.0\n",
      "2013-12-21                  74.0\n",
      "2013-12-22                  69.0\n",
      "2013-12-23                  73.0\n",
      "2013-12-24                  75.0\n",
      "2013-12-25                  76.0\n",
      "2013-12-26                  74.0\n",
      "2013-12-27                  73.0\n",
      "2013-12-28                  74.0\n",
      "2013-12-29                  71.0\n",
      "2013-12-30                  72.0\n",
      "2013-12-31                  73.0\n",
      "2014-12-01                  72.0\n",
      "2014-12-02                  72.0\n",
      "2014-12-03                  73.0\n",
      "2014-12-04                  72.0\n",
      "2014-12-05                  75.0\n",
      "2014-12-06                  76.0\n",
      "2014-12-07                  67.0\n",
      "2014-12-08                  69.0\n",
      "2014-12-09                  70.0\n",
      "2014-12-10                  75.0\n",
      "2014-12-11                  74.0\n",
      "2014-12-12                  71.0\n",
      "2014-12-13                  74.0\n",
      "2014-12-14                  71.0\n",
      "2014-12-15                  72.0\n",
      "2014-12-16                  74.0\n",
      "2014-12-17                  75.0\n",
      "2014-12-18                  73.0\n",
      "2014-12-19                  75.0\n",
      "2014-12-20                  76.0\n",
      "2014-12-22                  68.0\n",
      "2014-12-23                  71.0\n",
      "2014-12-24                  68.0\n",
      "2014-12-25                  66.0\n",
      "2014-12-26                  63.0\n",
      "2014-12-27                  62.0\n",
      "2014-12-28                  67.0\n",
      "2014-12-29                  68.0\n",
      "2014-12-30                  63.0\n",
      "2014-12-31                  56.0\n",
      "2015-12-02                  76.0\n",
      "2015-12-03                  75.0\n",
      "2015-12-04                  74.0\n",
      "2015-12-05                  76.0\n",
      "2015-12-07                  69.0\n",
      "2015-12-08                  71.0\n",
      "2015-12-09                  72.0\n",
      "2015-12-10                  74.0\n",
      "2015-12-11                  75.0\n",
      "2015-12-12                  72.0\n",
      "2015-12-13                  78.0\n",
      "2015-12-14                  69.0\n",
      "2015-12-15                  75.0\n",
      "2015-12-16                  75.0\n",
      "2015-12-17                  74.0\n",
      "2015-12-18                  74.0\n",
      "2015-12-19                  76.0\n",
      "2015-12-20                  73.0\n",
      "2015-12-22                  75.0\n",
      "2015-12-23                  75.0\n",
      "2015-12-24                  74.0\n",
      "2015-12-25                  79.0\n",
      "2015-12-26                  75.0\n",
      "2015-12-27                  76.0\n",
      "2015-12-28                  76.0\n",
      "2015-12-29                  69.0\n",
      "2015-12-31                  72.0\n",
      "2016-12-01                  76.0\n",
      "2016-12-02                  75.0\n",
      "2016-12-03                  75.0\n",
      "2016-12-04                  75.0\n",
      "2016-12-05                  70.0\n",
      "2016-12-06                  70.0\n",
      "2016-12-07                  74.0\n",
      "2016-12-08                  73.0\n",
      "2016-12-10                  72.0\n",
      "2016-12-11                  78.0\n",
      "2016-12-12                  67.0\n",
      "2016-12-13                  69.0\n",
      "2016-12-14                  71.0\n",
      "2016-12-15                  74.0\n",
      "2016-12-16                  63.0\n",
      "2016-12-17                  76.0\n",
      "2016-12-18                  76.0\n",
      "2016-12-19                  71.0\n",
      "2016-12-20                  76.0\n",
      "2016-12-21                  77.0\n",
      "2016-12-22                  73.0\n",
      "2016-12-23                  71.0\n",
      "2016-12-24                  78.0\n",
      "2016-12-25                  78.0\n",
      "2016-12-26                  75.0\n",
      "2016-12-27                  75.0\n",
      "2016-12-28                  72.0\n",
      "2016-12-29                  77.0\n",
      "2016-12-30                  72.0\n",
      "2010-12-01                  72.0\n",
      "2010-12-02                  71.0\n",
      "2010-12-03                  72.0\n",
      "2010-12-04                  74.0\n",
      "2010-12-05                  66.0\n",
      "2010-12-06                  61.0\n",
      "2010-12-07                  58.0\n",
      "2010-12-08                  60.0\n",
      "2010-12-09                  71.0\n",
      "2010-12-10                  65.0\n",
      "2010-12-11                  72.0\n",
      "2010-12-12                  70.0\n",
      "2010-12-13                  68.0\n",
      "2010-12-14                  67.0\n",
      "2010-12-15                  71.0\n",
      "2010-12-16                  65.0\n",
      "2010-12-17                  64.0\n",
      "2010-12-18                  65.0\n",
      "2010-12-19                  69.0\n",
      "2010-12-20                  70.0\n",
      "2010-12-21                  70.0\n",
      "2010-12-22                  68.0\n",
      "2010-12-23                  69.0\n",
      "2010-12-24                  71.0\n",
      "2010-12-25                  70.0\n",
      "2010-12-26                  71.0\n",
      "2010-12-27                  76.0\n",
      "2010-12-28                  71.0\n",
      "2010-12-29                  72.0\n",
      "2010-12-30                  73.0\n",
      "2010-12-31                  77.0\n",
      "2011-12-01                  67.0\n",
      "2011-12-02                  69.0\n",
      "2011-12-03                  72.0\n",
      "2011-12-04                  74.0\n",
      "2011-12-05                  71.0\n",
      "2011-12-06                  70.0\n",
      "2011-12-07                  68.0\n",
      "2011-12-08                  70.0\n",
      "2011-12-09                  66.0\n",
      "2011-12-10                  72.0\n",
      "2011-12-11                  70.0\n",
      "2011-12-12                  70.0\n",
      "2011-12-13                  70.0\n",
      "2011-12-14                  70.0\n",
      "2011-12-15                  73.0\n",
      "2011-12-16                  71.0\n",
      "2011-12-17                  69.0\n",
      "2011-12-18                  73.0\n",
      "2011-12-19                  72.0\n",
      "2011-12-20                  71.0\n",
      "2011-12-21                  69.0\n",
      "2011-12-22                  70.0\n",
      "2011-12-23                  69.0\n",
      "2011-12-24                  70.0\n",
      "2011-12-25                  75.0\n",
      "2011-12-26                  71.0\n",
      "2011-12-27                  70.0\n",
      "2011-12-28                  69.0\n",
      "2011-12-29                  71.0\n",
      "2011-12-30                  65.0\n",
      "2011-12-31                  67.0\n",
      "2012-12-01                  72.0\n",
      "2012-12-02                  67.0\n",
      "2012-12-03                  76.0\n",
      "2012-12-04                  67.0\n",
      "2012-12-05                  72.0\n",
      "2012-12-06                  69.0\n",
      "2012-12-07                  66.0\n",
      "2012-12-08                  75.0\n",
      "2012-12-09                  74.0\n",
      "2012-12-10                  72.0\n",
      "2012-12-11                  72.0\n",
      "2012-12-12                  72.0\n",
      "2012-12-13                  68.0\n",
      "2012-12-14                  74.0\n",
      "2012-12-15                  73.0\n",
      "2012-12-16                  73.0\n",
      "2012-12-17                  72.0\n",
      "2012-12-18                  70.0\n",
      "2012-12-19                  70.0\n",
      "2012-12-20                  71.0\n",
      "2012-12-21                  70.0\n",
      "2012-12-22                  72.0\n",
      "2012-12-23                  65.0\n",
      "2012-12-24                  62.0\n",
      "2012-12-25                  73.0\n",
      "2012-12-26                  71.0\n",
      "2012-12-27                  70.0\n",
      "2012-12-28                  62.0\n",
      "2012-12-29                  69.0\n",
      "2012-12-30                  69.0\n",
      "2012-12-31                  66.0\n",
      "2013-12-01                  72.0\n",
      "2013-12-02                  73.0\n",
      "2013-12-03                  70.0\n",
      "2013-12-04                  66.0\n",
      "2013-12-05                  64.0\n",
      "2013-12-06                  65.0\n",
      "2013-12-07                  73.0\n",
      "2013-12-08                  74.0\n",
      "2013-12-09                  67.0\n",
      "2013-12-10                  73.0\n",
      "2013-12-11                  70.0\n",
      "2013-12-12                  67.0\n",
      "2013-12-13                  71.0\n",
      "2013-12-14                  78.0\n",
      "2013-12-15                  69.0\n",
      "2013-12-16                  63.0\n",
      "2013-12-17                  64.0\n",
      "2013-12-18                  66.0\n",
      "2013-12-19                  69.0\n",
      "2013-12-20                  69.0\n",
      "2013-12-21                  71.0\n",
      "2013-12-22                  72.0\n",
      "2013-12-23                  69.0\n",
      "2013-12-24                  70.0\n",
      "2013-12-25                  73.0\n",
      "2013-12-26                  68.0\n",
      "2013-12-27                  69.0\n",
      "2013-12-28                  73.0\n",
      "2013-12-29                  73.0\n",
      "2013-12-30                  70.0\n",
      "2013-12-31                  65.0\n",
      "2014-12-01                  70.0\n",
      "2014-12-02                  68.0\n",
      "2014-12-03                  68.0\n",
      "2014-12-04                  66.0\n",
      "2014-12-05                  68.0\n",
      "2014-12-06                  65.0\n",
      "2014-12-07                  62.0\n",
      "2014-12-08                  62.0\n",
      "2014-12-09                  65.0\n",
      "2014-12-10                  61.0\n",
      "2014-12-11                  70.0\n",
      "2014-12-12                  68.0\n",
      "2014-12-13                  67.0\n",
      "2014-12-14                  68.0\n",
      "2014-12-15                  71.0\n",
      "2014-12-16                  69.0\n",
      "2014-12-17                  71.0\n",
      "2014-12-18                  71.0\n",
      "2014-12-19                  71.0\n",
      "2014-12-20                  72.0\n",
      "2014-12-21                  72.0\n",
      "2014-12-22                  68.0\n",
      "2014-12-23                  69.0\n",
      "2014-12-24                  66.0\n",
      "2014-12-25                  60.0\n",
      "2014-12-26                  63.0\n",
      "2014-12-27                  68.0\n",
      "2014-12-28                  64.0\n",
      "2014-12-29                  63.0\n",
      "2014-12-30                  63.0\n",
      "2014-12-31                  59.0\n",
      "2015-12-01                  73.0\n",
      "2015-12-02                  74.0\n",
      "2015-12-03                  75.0\n",
      "2015-12-04                  75.0\n",
      "2015-12-05                  70.0\n",
      "2015-12-06                  72.0\n",
      "2015-12-07                  69.0\n",
      "2015-12-08                  68.0\n",
      "2015-12-09                  74.0\n",
      "2015-12-10                  72.0\n",
      "2015-12-11                  75.0\n",
      "2015-12-12                  79.0\n",
      "2015-12-13                  69.0\n",
      "2015-12-14                  67.0\n",
      "2015-12-15                  73.0\n",
      "2015-12-16                  74.0\n",
      "2015-12-17                  75.0\n",
      "2015-12-18                  72.0\n",
      "2015-12-19                  76.0\n",
      "2015-12-20                  74.0\n",
      "2015-12-21                  75.0\n",
      "2015-12-22                  74.0\n",
      "2015-12-23                  74.0\n",
      "2015-12-24                  76.0\n",
      "2015-12-25                  74.0\n",
      "2015-12-26                  75.0\n",
      "2015-12-27                  75.0\n",
      "2015-12-28                  73.0\n",
      "2015-12-29                  76.0\n",
      "2015-12-30                  74.0\n",
      "2015-12-31                  73.0\n",
      "2016-12-01                  74.0\n",
      "2016-12-02                  70.0\n",
      "2016-12-03                  72.0\n",
      "2016-12-04                  70.0\n",
      "2016-12-05                  67.0\n",
      "2016-12-06                  67.0\n",
      "2016-12-07                  69.0\n",
      "2016-12-08                  70.0\n",
      "2016-12-09                  68.0\n",
      "2016-12-10                  69.0\n",
      "2016-12-11                  69.0\n",
      "2016-12-12                  66.0\n",
      "2016-12-13                  65.0\n",
      "2016-12-14                  68.0\n",
      "2016-12-15                  62.0\n",
      "2016-12-16                  75.0\n",
      "2016-12-17                  70.0\n",
      "2016-12-18                  69.0\n",
      "2016-12-19                  76.0\n",
      "2016-12-20                  76.0\n",
      "2016-12-21                  74.0\n",
      "2016-12-22                  73.0\n",
      "2016-12-23                  71.0\n",
      "2016-12-24                  74.0\n",
      "2016-12-25                  74.0\n",
      "2016-12-26                  72.0\n",
      "2016-12-27                  71.0\n",
      "2016-12-28                  72.0\n",
      "2016-12-29                  74.0\n",
      "2016-12-30                  69.0\n",
      "2016-12-31                  67.0\n",
      "2010-12-01                  70.0\n",
      "2010-12-02                  74.0\n",
      "2010-12-03                  74.0\n",
      "2010-12-04                  75.0\n",
      "2010-12-05                  69.0\n",
      "2010-12-06                  65.0\n",
      "2010-12-07                  66.0\n",
      "2010-12-08                  68.0\n",
      "2010-12-09                  77.0\n",
      "2010-12-10                  65.0\n",
      "2010-12-11                  72.0\n",
      "2010-12-12                  65.0\n",
      "2010-12-13                  66.0\n",
      "2010-12-14                  74.0\n",
      "2010-12-15                  66.0\n",
      "2010-12-16                  63.0\n",
      "2010-12-17                  63.0\n",
      "2010-12-18                  69.0\n",
      "2010-12-19                  69.0\n",
      "2010-12-20                  73.0\n",
      "2010-12-21                  72.0\n",
      "2010-12-22                  68.0\n",
      "2010-12-23                  67.0\n",
      "2010-12-24                  69.0\n",
      "2010-12-25                  74.0\n",
      "2010-12-26                  72.0\n",
      "2010-12-27                  76.0\n",
      "2010-12-28                  70.0\n",
      "2010-12-29                  73.0\n",
      "2010-12-30                  70.0\n",
      "2010-12-31                  76.0\n",
      "2011-12-01                  66.0\n",
      "2011-12-02                  69.0\n",
      "2011-12-03                  69.0\n",
      "2011-12-04                  70.0\n",
      "2011-12-05                  71.0\n",
      "2011-12-06                  73.0\n",
      "2011-12-07                  65.0\n",
      "2011-12-08                  71.0\n",
      "2011-12-09                  65.0\n",
      "2011-12-10                  75.0\n",
      "2011-12-11                  72.0\n",
      "2011-12-12                  74.0\n",
      "2011-12-13                  67.0\n",
      "2011-12-14                  65.0\n",
      "2011-12-15                  68.0\n",
      "2011-12-16                  66.0\n",
      "2011-12-17                  73.0\n",
      "2011-12-18                  74.0\n",
      "2011-12-19                  76.0\n",
      "2011-12-20                  72.0\n",
      "2011-12-21                  69.0\n",
      "2011-12-22                  71.0\n",
      "2011-12-23                  70.0\n",
      "2011-12-24                  70.0\n",
      "2011-12-25                  73.0\n",
      "2011-12-26                  71.0\n",
      "2011-12-27                  76.0\n",
      "2011-12-28                  72.0\n",
      "2011-12-29                  77.0\n",
      "2011-12-30                  70.0\n",
      "2011-12-31                  65.0\n",
      "2012-12-02                  72.0\n",
      "2012-12-03                  75.0\n",
      "2012-12-04                  68.0\n",
      "2012-12-05                  72.0\n",
      "2012-12-06                  64.0\n",
      "2012-12-07                  75.0\n",
      "2012-12-08                  69.0\n",
      "2012-12-09                  80.0\n",
      "2012-12-10                  73.0\n",
      "2012-12-11                  73.0\n",
      "2012-12-12                  73.0\n",
      "2012-12-13                  72.0\n",
      "2012-12-14                  73.0\n",
      "2012-12-15                  75.0\n",
      "2012-12-16                  76.0\n",
      "2012-12-17                  74.0\n",
      "2012-12-18                  72.0\n",
      "2012-12-19                  72.0\n",
      "2012-12-20                  70.0\n",
      "2012-12-21                  70.0\n",
      "2012-12-22                  71.0\n",
      "2012-12-23                  61.0\n",
      "2012-12-24                  65.0\n",
      "2012-12-25                  74.0\n",
      "2012-12-26                  71.0\n",
      "2012-12-27                  63.0\n",
      "2012-12-28                  64.0\n",
      "2012-12-29                  66.0\n",
      "2012-12-30                  68.0\n",
      "2012-12-31                  66.0\n",
      "2013-12-01                  70.0\n",
      "2013-12-02                  68.0\n",
      "2013-12-03                  68.0\n",
      "2013-12-04                  66.0\n",
      "2013-12-05                  75.0\n",
      "2013-12-06                  67.0\n",
      "2013-12-07                  70.0\n",
      "2013-12-08                  72.0\n",
      "2013-12-09                  69.0\n",
      "2013-12-10                  72.0\n",
      "2013-12-11                  69.0\n",
      "2013-12-12                  65.0\n",
      "2013-12-13                  71.0\n",
      "2013-12-14                  73.0\n",
      "2013-12-15                  69.0\n",
      "2013-12-16                  69.0\n",
      "2013-12-17                  63.0\n",
      "2013-12-18                  63.0\n",
      "2013-12-19                  71.0\n",
      "2013-12-20                  79.0\n",
      "2013-12-21                  67.0\n",
      "2013-12-22                  67.0\n",
      "2013-12-23                  64.0\n",
      "2013-12-24                  63.0\n",
      "2013-12-25                  68.0\n",
      "2013-12-26                  77.0\n",
      "2013-12-27                  79.0\n",
      "2013-12-28                  74.0\n",
      "2013-12-29                  68.0\n",
      "2013-12-30                  64.0\n",
      "2014-12-01                  70.0\n",
      "2014-12-02                  62.0\n",
      "2014-12-03                  68.0\n",
      "2014-12-04                  67.0\n",
      "2014-12-05                  70.0\n",
      "2014-12-06                  66.0\n",
      "2014-12-07                  64.0\n",
      "2014-12-08                  62.0\n",
      "2014-12-09                  64.0\n",
      "2014-12-10                  63.0\n",
      "2014-12-11                  69.0\n",
      "2014-12-12                  64.0\n",
      "2014-12-14                  70.0\n",
      "2014-12-15                  72.0\n",
      "2014-12-16                  72.0\n",
      "2014-12-17                  64.0\n",
      "2014-12-18                  71.0\n",
      "2014-12-19                  68.0\n",
      "2014-12-20                  81.0\n",
      "2014-12-21                  78.0\n",
      "2014-12-22                  69.0\n",
      "2014-12-23                  72.0\n",
      "2014-12-24                  70.0\n",
      "2014-12-25                  62.0\n",
      "2014-12-26                  76.0\n",
      "2014-12-27                  72.0\n",
      "2014-12-28                  76.0\n",
      "2014-12-29                  57.0\n",
      "2014-12-30                  64.0\n",
      "2014-12-31                  57.0\n",
      "2010-12-01                  71.0\n",
      "2010-12-02                  70.0\n",
      "2010-12-03                  67.0\n",
      "2010-12-04                  77.0\n",
      "2010-12-05                  69.0\n",
      "2010-12-06                  61.0\n",
      "2010-12-07                  62.0\n",
      "2010-12-08                  63.0\n",
      "2010-12-09                  73.0\n",
      "2010-12-10                  64.0\n",
      "2010-12-11                  67.0\n",
      "2010-12-12                  69.0\n",
      "2010-12-13                  80.0\n",
      "2010-12-14                  71.0\n",
      "2010-12-15                  73.0\n",
      "2010-12-16                  65.0\n",
      "2010-12-17                  68.0\n",
      "2010-12-18                  68.0\n",
      "2010-12-19                  69.0\n",
      "2010-12-20                  72.0\n",
      "2010-12-21                  69.0\n",
      "2010-12-22                  69.0\n",
      "2010-12-23                  67.0\n",
      "2010-12-24                  69.0\n",
      "2010-12-25                  73.0\n",
      "2010-12-26                  71.0\n",
      "2010-12-27                  71.0\n",
      "2010-12-28                  70.0\n",
      "2010-12-29                  71.0\n",
      "2010-12-30                  70.0\n",
      "2010-12-31                  75.0\n",
      "2011-12-01                  71.0\n",
      "2011-12-02                  73.0\n",
      "2011-12-03                  71.0\n",
      "2011-12-04                  71.0\n",
      "2011-12-05                  68.0\n",
      "2011-12-06                  67.0\n",
      "2011-12-07                  70.0\n",
      "2011-12-08                  67.0\n",
      "2011-12-10                  69.0\n",
      "2011-12-11                  71.0\n",
      "2011-12-12                  69.0\n",
      "2011-12-13                  69.0\n",
      "2011-12-14                  68.0\n",
      "2011-12-15                  69.0\n",
      "2011-12-16                  69.0\n",
      "2011-12-17                  67.0\n",
      "2011-12-18                  69.0\n",
      "2011-12-19                  68.0\n",
      "2011-12-20                  70.0\n",
      "2011-12-21                  68.0\n",
      "2011-12-22                  69.0\n",
      "2011-12-23                  71.0\n",
      "2011-12-24                  65.0\n",
      "2011-12-25                  69.0\n",
      "2011-12-26                  69.0\n",
      "2011-12-27                  69.0\n",
      "2011-12-28                  69.0\n",
      "2011-12-29                  70.0\n",
      "2011-12-30                  73.0\n",
      "2011-12-31                  67.0\n",
      "2012-12-01                  74.0\n",
      "2012-12-02                  77.0\n",
      "2012-12-03                  74.0\n",
      "2012-12-04                  73.0\n",
      "2012-12-05                  71.0\n",
      "2012-12-06                  73.0\n",
      "2012-12-07                  68.0\n",
      "2012-12-08                  69.0\n",
      "2012-12-09                  71.0\n",
      "2012-12-10                  72.0\n",
      "2012-12-11                  72.0\n",
      "2012-12-12                  67.0\n",
      "2012-12-13                  67.0\n",
      "2012-12-14                  69.0\n",
      "2012-12-15                  66.0\n",
      "2012-12-16                  66.0\n",
      "2012-12-17                  69.0\n",
      "2012-12-18                  66.0\n",
      "2012-12-19                  68.0\n",
      "2012-12-20                  65.0\n",
      "2012-12-21                  68.0\n",
      "2012-12-22                  67.0\n",
      "2012-12-23                  71.0\n",
      "2012-12-24                  65.0\n",
      "2012-12-25                  71.0\n",
      "2012-12-26                  69.0\n",
      "2012-12-27                  69.0\n",
      "2012-12-28                  62.0\n",
      "2012-12-29                  62.0\n",
      "2012-12-30                  67.0\n",
      "2012-12-31                  65.0\n",
      "2013-12-01                  68.0\n",
      "2013-12-02                  67.0\n",
      "2013-12-03                  75.0\n",
      "2013-12-04                  68.0\n",
      "2013-12-05                  68.0\n",
      "2013-12-06                  70.0\n",
      "2013-12-08                  83.0\n",
      "2013-12-09                  68.0\n",
      "2013-12-10                  70.0\n",
      "2013-12-11                  70.0\n",
      "2013-12-12                  68.0\n",
      "2013-12-13                  76.0\n",
      "2013-12-14                  72.0\n",
      "2013-12-15                  68.0\n",
      "2013-12-16                  64.0\n",
      "2013-12-17                  72.0\n",
      "2013-12-18                  72.0\n",
      "2013-12-19                  68.0\n",
      "2013-12-20                  70.0\n",
      "2013-12-21                  69.0\n",
      "2013-12-23                  68.0\n",
      "2013-12-24                  70.0\n",
      "2013-12-25                  67.0\n",
      "2013-12-26                  70.0\n",
      "2013-12-27                  70.0\n",
      "2013-12-28                  71.0\n",
      "2013-12-29                  70.0\n",
      "2013-12-30                  69.0\n",
      "2013-12-31                  71.0\n",
      "2014-12-01                  68.0\n",
      "2014-12-02                  70.0\n",
      "2014-12-03                  67.0\n",
      "2014-12-04                  70.0\n",
      "2014-12-05                  73.0\n",
      "2014-12-06                  70.0\n",
      "2014-12-07                  66.0\n",
      "2014-12-09                  70.0\n",
      "2014-12-10                  72.0\n",
      "2014-12-11                  71.0\n",
      "2014-12-12                  68.0\n",
      "2014-12-13                  71.0\n",
      "2014-12-14                  67.0\n",
      "2014-12-15                  65.0\n",
      "2014-12-16                  66.0\n",
      "2014-12-17                  70.0\n",
      "2014-12-18                  69.0\n",
      "2014-12-19                  70.0\n",
      "2014-12-21                  72.0\n",
      "2014-12-22                  67.0\n",
      "2014-12-23                  68.0\n",
      "2014-12-24                  64.0\n",
      "2014-12-25                  66.0\n",
      "2014-12-26                  65.0\n",
      "2014-12-27                  62.0\n",
      "2014-12-28                  68.0\n",
      "2014-12-29                  67.0\n",
      "2015-12-01                  73.0\n",
      "2015-12-02                  70.0\n",
      "2015-12-03                  71.0\n",
      "2015-12-04                  71.0\n",
      "2015-12-05                  70.0\n",
      "2015-12-06                  71.0\n",
      "2015-12-07                  69.0\n",
      "2015-12-08                  70.0\n",
      "2015-12-09                  73.0\n",
      "2015-12-10                  70.0\n",
      "2015-12-11                  72.0\n",
      "2015-12-12                  71.0\n",
      "2015-12-13                  69.0\n",
      "2015-12-15                  74.0\n",
      "2015-12-16                  73.0\n",
      "2015-12-17                  69.0\n",
      "2015-12-18                  71.0\n",
      "2015-12-19                  68.0\n",
      "2015-12-20                  72.0\n",
      "2015-12-22                  71.0\n",
      "2015-12-23                  70.0\n",
      "2015-12-24                  72.0\n",
      "2015-12-25                  71.0\n",
      "2015-12-26                  69.0\n",
      "2015-12-27                  71.0\n",
      "2015-12-29                  67.0\n",
      "2015-12-30                  71.0\n",
      "2015-12-31                  69.0\n",
      "2016-12-01                  71.0\n",
      "2016-12-02                  71.0\n",
      "2016-12-03                  67.0\n",
      "2016-12-04                  76.0\n",
      "2016-12-05                  67.0\n",
      "2016-12-06                  67.0\n",
      "2016-12-07                  68.0\n",
      "2016-12-08                  71.0\n",
      "2016-12-09                  68.0\n",
      "2016-12-10                  68.0\n",
      "2016-12-11                  69.0\n",
      "2016-12-12                  65.0\n",
      "2016-12-13                  70.0\n",
      "2016-12-14                  69.0\n",
      "2016-12-15                  64.0\n",
      "2016-12-16                  60.0\n",
      "2016-12-18                  67.0\n",
      "2016-12-19                  72.0\n",
      "2016-12-20                  73.0\n",
      "2016-12-21                  70.0\n",
      "2016-12-22                  68.0\n",
      "2016-12-23                  69.0\n",
      "2016-12-24                  69.0\n",
      "2016-12-25                  69.0\n",
      "2016-12-26                  71.0\n",
      "2016-12-27                  71.0\n",
      "2016-12-28                  71.0\n",
      "2016-12-29                  69.0\n",
      "2016-12-30                  65.0\n",
      "2016-12-31                  65.0\n"
     ]
    }
   ],
   "source": [
    "# 8. Create a DataFrame from the list of temperatures for the month of December. \n",
    "df = pd.DataFrame(results, columns=['date', 'December temperature'])\n",
    "df.set_index(df['date'], inplace= True)\n",
    "#df = df.sort_index()\n",
    "print(df.to_string(index=False))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>December temperature</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>1517.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>71.041529</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>3.745920</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>56.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>69.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>71.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>74.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>83.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       December temperature\n",
       "count           1517.000000\n",
       "mean              71.041529\n",
       "std                3.745920\n",
       "min               56.000000\n",
       "25%               69.000000\n",
       "50%               71.000000\n",
       "75%               74.000000\n",
       "max               83.000000"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 9. Calculate and print out the summary statistics for the Decemeber temperature DataFrame.\n",
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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