Jupyter vs Mathematica Google Trends

Jupyter_vs_Mathematica.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Jupyter vs Mathematica in Google Trends\n",
    "\n",
    "``trends_download.csv`` was downloaded from [Google Trends](https://trends.google.com/trends/explore?date=2014-01-01%202018-04-07&q=mathematica,jupyter)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\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>Week</th>\n",
       "      <th>Search Term</th>\n",
       "      <th>Interest</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2014-01-05</td>\n",
       "      <td>Mathematica</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2014-01-12</td>\n",
       "      <td>Mathematica</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2014-01-19</td>\n",
       "      <td>Mathematica</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2014-01-26</td>\n",
       "      <td>Mathematica</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2014-02-02</td>\n",
       "      <td>Mathematica</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Week  Search Term  Interest\n",
       "0  2014-01-05  Mathematica        64\n",
       "1  2014-01-12  Mathematica        81\n",
       "2  2014-01-19  Mathematica        87\n",
       "3  2014-01-26  Mathematica        83\n",
       "4  2014-02-02  Mathematica        91"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "data = pd.read_csv('trends_download.csv', skiprows=2)\n",
    "data.columns = ['Week', 'Mathematica', 'Jupyter']\n",
    "data.Jupyter = data.Jupyter.str.replace('<1', '0').astype(int)\n",
    "data = data.melt('Week', value_name='Interest', var_name='Search Term')\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
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style=\"fill: none; stroke: #4c78a8; stroke-width: 3;\"></path></g></g></g></g><g class=\"mark-group role-legend\"><g transform=\"translate(821,0)\"><path class=\"background\" d=\"M0,0h77v43h-77Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-group role-legend-entry\"><g transform=\"translate(0,16)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-symbol role-legend-symbol\" style=\"pointer-events: none;\"><path transform=\"translate(5,5)\" d=\"M5,0A5,5,0,1,1,-5,0A5,5,0,1,1,5,0\" style=\"fill: none; stroke: #4c78a8; stroke-width: 1.5; opacity: 1;\"></path><path transform=\"translate(5,20)\" d=\"M5,0A5,5,0,1,1,-5,0A5,5,0,1,1,5,0\" style=\"fill: none; stroke: #f58518; stroke-width: 1.5; opacity: 1;\"></path></g><g class=\"mark-text role-legend-label\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(18,8)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Jupyter</text><text text-anchor=\"start\" transform=\"translate(18,23)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Mathematica</text></g></g></g></g><g class=\"mark-text role-legend-title\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(0,9)\" style=\"font: bold 11px sans-serif; fill: #000; opacity: 1;\">Search Term</text></g></g></g></g><g class=\"mark-text role-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(400,-13)\" style=\"font: bold 13px sans-serif; fill: #000; opacity: 1;\">Google Trends Data</text></g><g class=\"mark-group role-axis\"><g transform=\"translate(0.5,300.5)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-rule role-axis-tick\" style=\"pointer-events: none;\"><line transform=\"translate(45,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(92,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(139,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(187,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(233,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(280,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(328,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(376,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(423,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(470,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(517,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(565,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(611,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(658,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(706,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(754,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-label\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(44.624003447532864,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Apr 01, 2014</text><text text-anchor=\"middle\" transform=\"translate(91.68282697694463,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jul 01, 2014</text><text text-anchor=\"middle\" transform=\"translate(139.25878043525103,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Oct 01, 2014</text><text text-anchor=\"middle\" transform=\"translate(186.85628097392802,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jan 01, 2015</text><text text-anchor=\"middle\" transform=\"translate(233.37642749407456,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Apr 01, 2015</text><text text-anchor=\"middle\" transform=\"translate(280.4352510234863,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jul 01, 2015</text><text text-anchor=\"middle\" transform=\"translate(328.01120448179273,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Oct 01, 2015</text><text text-anchor=\"middle\" transform=\"translate(375.6087050204697,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jan 01, 2016</text><text text-anchor=\"middle\" transform=\"translate(422.6459814695109,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Apr 01, 2016</text><text text-anchor=\"middle\" transform=\"translate(469.70480499892267,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jul 01, 2016</text><text text-anchor=\"middle\" transform=\"translate(517.2807584572291,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Oct 01, 2016</text><text text-anchor=\"middle\" transform=\"translate(564.8782589959061,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jan 01, 2017</text><text text-anchor=\"middle\" transform=\"translate(611.3984055160525,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Apr 01, 2017</text><text text-anchor=\"middle\" transform=\"translate(658.4572290454643,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jul 01, 2017</text><text text-anchor=\"middle\" transform=\"translate(706.0331825037707,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">Oct 01, 2017</text><text text-anchor=\"middle\" transform=\"translate(753.6306830424477,15)\" style=\"font: 10px sans-serif; fill: #000; opacity: 0;\">Jan 01, 2018</text></g><g class=\"mark-rule role-axis-domain\" style=\"pointer-events: none;\"><line transform=\"translate(0,0)\" x2=\"800\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(400,31)\" style=\"font: bold 11px sans-serif; fill: #000; opacity: 1;\">Week</text></g></g></g></g><g class=\"mark-group role-axis\"><g transform=\"translate(0.5,0.5)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-rule role-axis-tick\" style=\"pointer-events: none;\"><line transform=\"translate(0,300)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,270)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,240)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,210)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,180)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,150)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,120)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,90)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,60)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,30)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,0)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-label\" style=\"pointer-events: none;\"><text text-anchor=\"end\" transform=\"translate(-7,303)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">0</text><text text-anchor=\"end\" transform=\"translate(-7,273)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">10</text><text text-anchor=\"end\" transform=\"translate(-7,243)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">20</text><text text-anchor=\"end\" transform=\"translate(-7,213)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">30</text><text text-anchor=\"end\" transform=\"translate(-7,183)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">40</text><text text-anchor=\"end\" transform=\"translate(-7,153)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">50</text><text text-anchor=\"end\" transform=\"translate(-7,123)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">60</text><text text-anchor=\"end\" transform=\"translate(-7,93)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">70</text><text text-anchor=\"end\" transform=\"translate(-7,63)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">80</text><text text-anchor=\"end\" transform=\"translate(-7,33)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">90</text><text text-anchor=\"end\" transform=\"translate(-7,3)\" style=\"font: 10px sans-serif; fill: #000; opacity: 1;\">100</text></g><g class=\"mark-rule role-axis-domain\" style=\"pointer-events: none;\"><line transform=\"translate(0,300)\" x2=\"0\" y2=\"-300\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(-34,150) rotate(-90) translate(0,-2)\" style=\"font: bold 11px sans-serif; fill: #000; opacity: 1;\">Interest</text></g></g></g></g></g></g></g></g></svg>"
      ],
      "text/plain": [
       "Chart({\n",
       "  data:            Week  Search Term  Interest\n",
       "  0    2014-01-05  Mathematica        64\n",
       "  1    2014-01-12  Mathematica        81\n",
       "  2    2014-01-19  Mathematica        87\n",
       "  3    2014-01-26  Mathematica        83\n",
       "  4    2014-02-02  Mathematica        91\n",
       "  5    2014-02-09  Mathematica        88\n",
       "  6    2014-02-16  Mathematica        91\n",
       "  7    2014-02-23  Mathematica        98\n",
       "  8    2014-03-02  Mathematica        94\n",
       "  9    2014-03-09  Mathematica        96\n",
       "  10   2014-03-16  Mathematica        89\n",
       "  11   2014-03-23  Mathematica        96\n",
       "  12   2014-03-30  Mathematica        96\n",
       "  13   2014-04-06  Mathematica        98\n",
       "  14   2014-04-13  Mathematica        90\n",
       "  15   2014-04-20  Mathematica        83\n",
       "  16   2014-04-27  Mathematica        84\n",
       "  17   2014-05-04  Mathematica        85\n",
       "  18   2014-05-11  Mathematica        76\n",
       "  19   2014-05-18  Mathematica        81\n",
       "  20   2014-05-25  Mathematica        80\n",
       "  21   2014-06-01  Mathematica        75\n",
       "  22   2014-06-08  Mathematica        72\n",
       "  23   2014-06-15  Mathematica        66\n",
       "  24   2014-06-22  Mathematica        63\n",
       "  25   2014-06-29  Mathematica        63\n",
       "  26   2014-07-06  Mathematica        71\n",
       "  27   2014-07-13  Mathematica        66\n",
       "  28   2014-07-20  Mathematica        65\n",
       "  29   2014-07-27  Mathematica        60\n",
       "  ..          ...          ...       ...\n",
       "  414  2017-09-10      Jupyter        61\n",
       "  415  2017-09-17      Jupyter        65\n",
       "  416  2017-09-24      Jupyter        62\n",
       "  417  2017-10-01      Jupyter        60\n",
       "  418  2017-10-08      Jupyter        66\n",
       "  419  2017-10-15      Jupyter        64\n",
       "  420  2017-10-22      Jupyter        70\n",
       "  421  2017-10-29      Jupyter        66\n",
       "  422  2017-11-05      Jupyter        68\n",
       "  423  2017-11-12      Jupyter        69\n",
       "  424  2017-11-19      Jupyter        61\n",
       "  425  2017-11-26      Jupyter        69\n",
       "  426  2017-12-03      Jupyter        68\n",
       "  427  2017-12-10      Jupyter        64\n",
       "  428  2017-12-17      Jupyter        59\n",
       "  429  2017-12-24      Jupyter        48\n",
       "  430  2017-12-31      Jupyter        52\n",
       "  431  2018-01-07      Jupyter        64\n",
       "  432  2018-01-14      Jupyter        68\n",
       "  433  2018-01-21      Jupyter        71\n",
       "  434  2018-01-28      Jupyter        79\n",
       "  435  2018-02-04      Jupyter        80\n",
       "  436  2018-02-11      Jupyter        71\n",
       "  437  2018-02-18      Jupyter        80\n",
       "  438  2018-02-25      Jupyter        77\n",
       "  439  2018-03-04      Jupyter        78\n",
       "  440  2018-03-11      Jupyter        81\n",
       "  441  2018-03-18      Jupyter        77\n",
       "  442  2018-03-25      Jupyter        79\n",
       "  443  2018-04-01      Jupyter        84\n",
       "  \n",
       "  [444 rows x 3 columns],\n",
       "  mark: MarkDef({\n",
       "    type: 'line',\n",
       "    strokeWidth: 3\n",
       "  }),\n",
       "  encoding: EncodingWithFacet({\n",
       "    color: Color({\n",
       "      shorthand: 'Search Term'\n",
       "    }),\n",
       "    x: X({\n",
       "      shorthand: 'Week:T'\n",
       "    }),\n",
       "    y: Y({\n",
       "      shorthand: 'Interest'\n",
       "    })\n",
       "  }),\n",
       "  height: 300,\n",
       "  title: 'Google Trends Data',\n",
       "  width: 800\n",
       "})"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import altair as alt\n",
    "\n",
    "# SVG renderer will embed SVG plot in the notebook\n",
    "alt.renderers.enable('svg')\n",
    "\n",
    "alt.Chart(data).mark_line(strokeWidth=3).encode(\n",
    "    x='Week:T',\n",
    "    y='Interest',\n",
    "    color='Search Term'\n",
    ").properties(\n",
    "    width=800,\n",
    "    height=300,\n",
    "    title='Google Trends Data'\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}

trends_download.csv

Category: All categories

Week,mathematica: (Worldwide),jupyter: (Worldwide)
2014-01-05,64,0
2014-01-12,81,0
2014-01-19,87,0
2014-01-26,83,0
2014-02-02,91,0
2014-02-09,88,0
2014-02-16,91,0
2014-02-23,98,0
2014-03-02,94,0
2014-03-09,96,0
2014-03-16,89,0
2014-03-23,96,0
2014-03-30,96,0
2014-04-06,98,0
2014-04-13,90,0
2014-04-20,83,0
2014-04-27,84,0
2014-05-04,85,0
2014-05-11,76,0
2014-05-18,81,<1
2014-05-25,80,0
2014-06-01,75,0
2014-06-08,72,0
2014-06-15,66,0
2014-06-22,63,0
2014-06-29,63,0
2014-07-06,71,<1
2014-07-13,66,0
2014-07-20,65,<1
2014-07-27,60,0
2014-08-03,55,0
2014-08-10,57,<1
2014-08-17,66,<1
2014-08-24,72,<1
2014-08-31,77,0
2014-09-07,89,<1
2014-09-14,86,<1
2014-09-21,90,<1
2014-09-28,93,<1
2014-10-05,92,<1
2014-10-12,90,0
2014-10-19,94,0
2014-10-26,98,<1
2014-11-02,97,<1
2014-11-09,93,<1
2014-11-16,91,<1
2014-11-23,89,<1
2014-11-30,100,1
2014-12-07,89,0
2014-12-14,65,<1
2014-12-21,48,0
2014-12-28,45,<1
2015-01-04,65,<1
2015-01-11,72,<1
2015-01-18,74,<1
2015-01-25,76,1
2015-02-01,85,<1
2015-02-08,89,1
2015-02-15,83,1
2015-02-22,80,<1
2015-03-01,83,1
2015-03-08,82,2
2015-03-15,79,3
2015-03-22,82,2
2015-03-29,84,1
2015-04-05,80,2
2015-04-12,84,2
2015-04-19,84,3
2015-04-26,82,2
2015-05-03,78,3
2015-05-10,79,3
2015-05-17,78,2
2015-05-24,72,1
2015-05-31,71,3
2015-06-07,67,3
2015-06-14,68,4
2015-06-21,62,3
2015-06-28,71,3
2015-07-05,55,4
2015-07-12,54,3
2015-07-19,56,4
2015-07-26,59,4
2015-08-02,50,3
2015-08-09,53,4
2015-08-16,49,5
2015-08-23,60,5
2015-08-30,68,5
2015-09-06,79,6
2015-09-13,81,4
2015-09-20,82,6
2015-09-27,80,9
2015-10-04,86,7
2015-10-11,84,7
2015-10-18,85,9
2015-10-25,85,9
2015-11-01,84,8
2015-11-08,81,9
2015-11-15,82,10
2015-11-22,71,9
2015-11-29,82,8
2015-12-06,80,8
2015-12-13,62,11
2015-12-20,46,8
2015-12-27,38,9
2016-01-03,55,11
2016-01-10,68,11
2016-01-17,68,12
2016-01-24,73,13
2016-01-31,77,15
2016-02-07,77,11
2016-02-14,77,16
2016-02-21,80,17
2016-02-28,86,18
2016-03-06,77,15
2016-03-13,76,15
2016-03-20,69,16
2016-03-27,73,15
2016-04-03,75,17
2016-04-10,80,19
2016-04-17,82,17
2016-04-24,75,19
2016-05-01,68,17
2016-05-08,72,16
2016-05-15,70,18
2016-05-22,64,21
2016-05-29,63,20
2016-06-05,59,21
2016-06-12,63,18
2016-06-19,53,20
2016-06-26,53,18
2016-07-03,53,19
2016-07-10,50,24
2016-07-17,45,19
2016-07-24,45,19
2016-07-31,43,16
2016-08-07,49,19
2016-08-14,47,21
2016-08-21,55,23
2016-08-28,61,23
2016-09-04,67,24
2016-09-11,70,25
2016-09-18,73,23
2016-09-25,73,25
2016-10-02,74,28
2016-10-09,75,28
2016-10-16,76,27
2016-10-23,75,29
2016-10-30,77,29
2016-11-06,76,28
2016-11-13,75,30
2016-11-20,66,30
2016-11-27,77,29
2016-12-04,79,32
2016-12-11,64,30
2016-12-18,51,29
2016-12-25,37,21
2017-01-01,43,28
2017-01-08,52,33
2017-01-15,66,36
2017-01-22,63,40
2017-01-29,73,37
2017-02-05,75,43
2017-02-12,72,42
2017-02-19,75,42
2017-02-26,72,46
2017-03-05,69,42
2017-03-12,70,43
2017-03-19,75,41
2017-03-26,74,49
2017-04-02,71,50
2017-04-09,72,43
2017-04-16,73,51
2017-04-23,72,45
2017-04-30,70,46
2017-05-07,66,47
2017-05-14,62,44
2017-05-21,57,44
2017-05-28,52,46
2017-06-04,51,46
2017-06-11,45,50
2017-06-18,52,50
2017-06-25,50,47
2017-07-02,45,45
2017-07-09,48,53
2017-07-16,40,54
2017-07-23,45,52
2017-07-30,42,51
2017-08-06,40,48
2017-08-13,40,46
2017-08-20,46,54
2017-08-27,47,56
2017-09-03,54,56
2017-09-10,59,61
2017-09-17,66,65
2017-09-24,60,62
2017-10-01,68,60
2017-10-08,70,66
2017-10-15,76,64
2017-10-22,69,70
2017-10-29,64,66
2017-11-05,71,68
2017-11-12,69,69
2017-11-19,58,61
2017-11-26,71,69
2017-12-03,64,68
2017-12-10,62,64
2017-12-17,45,59
2017-12-24,33,48
2017-12-31,34,52
2018-01-07,46,64
2018-01-14,49,68
2018-01-21,51,71
2018-01-28,58,79
2018-02-04,61,80
2018-02-11,57,71
2018-02-18,60,80
2018-02-25,60,77
2018-03-04,54,78
2018-03-11,55,81
2018-03-18,63,77
2018-03-25,49,79
2018-04-01,58,84