emotion_awesomeness.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'C:\\\\Users\\\\chris\\\\projects\\\\HackCincy2017'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%pwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "file = 'test1.json'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# read the entire file into a python array\n",
    "#with open(file, 'rb') as f:\n",
    "#    data = f.readlines()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# remove the trailing \"\\n\" from each line\n",
    "#data = map(lambda x: x.rstrip(), data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'data' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-6-6137cde4893c>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mdata\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'data' is not defined"
     ]
    }
   ],
   "source": [
    "#data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# each element of 'data' is an individual JSON object.\n",
    "# i want to convert it into an *array* of JSON objects\n",
    "# which, in and of itself, is one large JSON object\n",
    "# basically... add square brackets to the beginning\n",
    "# and end, and have all the individual business JSON objects\n",
    "# separated by a comma\n",
    "#data_json_str = \"[\" + ','.join(data) + \"]\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_json(file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>faceRectangle</th>\n",
       "      <th>scores</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{'height': 302, 'left': 329, 'top': 432, 'widt...</td>\n",
       "      <td>{'anger': 8.989556e-08, 'contempt': 4.68363200...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{'height': 295, 'left': 994, 'top': 535, 'widt...</td>\n",
       "      <td>{'anger': 1.0121144099999999e-07, 'contempt': ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{'height': 211, 'left': 839, 'top': 391, 'widt...</td>\n",
       "      <td>{'anger': 1.2994913e-05, 'contempt': 0.0006899...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{'height': 175, 'left': 2081, 'top': 893, 'wid...</td>\n",
       "      <td>{'anger': 8.346741000000001e-05, 'contempt': 6...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{'height': 172, 'left': 2792, 'top': 998, 'wid...</td>\n",
       "      <td>{'anger': 7.561565e-09, 'contempt': 7.03281744...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>{'height': 458, 'left': 1335, 'top': 1036, 'wi...</td>\n",
       "      <td>{'anger': 7.833513000000001e-09, 'contempt': 1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>{'height': 66, 'left': 2498, 'top': 815, 'widt...</td>\n",
       "      <td>{'anger': 0.0417657681, 'contempt': 0.00149944...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>{'height': 299, 'left': 1585, 'top': 993, 'wid...</td>\n",
       "      <td>{'anger': 1.2254932700000002e-05, 'contempt': ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>{'height': 250, 'left': 1037, 'top': 1176, 'wi...</td>\n",
       "      <td>{'anger': 0.0005164714, 'contempt': 0.10651391...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>{'height': 297, 'left': 1719, 'top': 683, 'wid...</td>\n",
       "      <td>{'anger': 0.000114701055, 'contempt': 0.711625...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>{'height': 360, 'left': 2394, 'top': 704, 'wid...</td>\n",
       "      <td>{'anger': 0.0008038094379999999, 'contempt': 0...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>{'height': 288, 'left': 1781, 'top': 668, 'wid...</td>\n",
       "      <td>{'anger': 5.60225135e-06, 'contempt': 0.000504...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>{'height': 379, 'left': 954, 'top': 1132, 'wid...</td>\n",
       "      <td>{'anger': 0.00125489465, 'contempt': 0.0017193...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>{'height': 269, 'left': 2816, 'top': 857, 'wid...</td>\n",
       "      <td>{'anger': 0.103858925, 'contempt': 0.005972594...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>{'height': 267, 'left': 952, 'top': 922, 'widt...</td>\n",
       "      <td>{'anger': 0.0013703421000000001, 'contempt': 0...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>{'height': 234, 'left': 2934, 'top': 812, 'wid...</td>\n",
       "      <td>{'anger': 0.00356066483, 'contempt': 0.0090053...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>{'height': 206, 'left': 2293, 'top': 968, 'wid...</td>\n",
       "      <td>{'anger': 7.95432352e-05, 'contempt': 0.013515...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>{'height': 344, 'left': 1328, 'top': 909, 'wid...</td>\n",
       "      <td>{'anger': 0.0072715010000000005, 'contempt': 0...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>{'height': 208, 'left': 3268, 'top': 1001, 'wi...</td>\n",
       "      <td>{'anger': 3.09291931e-06, 'contempt': 0.002491...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>{'height': 202, 'left': 762, 'top': 814, 'widt...</td>\n",
       "      <td>{'anger': 0.0023763082000000002, 'contempt': 0...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>{'height': 192, 'left': 2422, 'top': 1027, 'wi...</td>\n",
       "      <td>{'anger': 0.000293301069, 'contempt': 0.003612...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>{'height': 189, 'left': 1788, 'top': 988, 'wid...</td>\n",
       "      <td>{'anger': 1.06582554e-07, 'contempt': 1.552637...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>{'height': 195, 'left': 925, 'top': 784, 'widt...</td>\n",
       "      <td>{'anger': 0.000424579048, 'contempt': 0.000347...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>{'height': 178, 'left': 3035, 'top': 1053, 'wi...</td>\n",
       "      <td>{'anger': 8.14612863e-13, 'contempt': 2.437557...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>{'height': 353, 'left': 232, 'top': 362, 'widt...</td>\n",
       "      <td>{'anger': 0.000172353873, 'contempt': 4.533282...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        faceRectangle  \\\n",
       "0   {'height': 302, 'left': 329, 'top': 432, 'widt...   \n",
       "1   {'height': 295, 'left': 994, 'top': 535, 'widt...   \n",
       "2   {'height': 211, 'left': 839, 'top': 391, 'widt...   \n",
       "3   {'height': 175, 'left': 2081, 'top': 893, 'wid...   \n",
       "4   {'height': 172, 'left': 2792, 'top': 998, 'wid...   \n",
       "5   {'height': 458, 'left': 1335, 'top': 1036, 'wi...   \n",
       "6   {'height': 66, 'left': 2498, 'top': 815, 'widt...   \n",
       "7   {'height': 299, 'left': 1585, 'top': 993, 'wid...   \n",
       "8   {'height': 250, 'left': 1037, 'top': 1176, 'wi...   \n",
       "9   {'height': 297, 'left': 1719, 'top': 683, 'wid...   \n",
       "10  {'height': 360, 'left': 2394, 'top': 704, 'wid...   \n",
       "11  {'height': 288, 'left': 1781, 'top': 668, 'wid...   \n",
       "12  {'height': 379, 'left': 954, 'top': 1132, 'wid...   \n",
       "13  {'height': 269, 'left': 2816, 'top': 857, 'wid...   \n",
       "14  {'height': 267, 'left': 952, 'top': 922, 'widt...   \n",
       "15  {'height': 234, 'left': 2934, 'top': 812, 'wid...   \n",
       "16  {'height': 206, 'left': 2293, 'top': 968, 'wid...   \n",
       "17  {'height': 344, 'left': 1328, 'top': 909, 'wid...   \n",
       "18  {'height': 208, 'left': 3268, 'top': 1001, 'wi...   \n",
       "19  {'height': 202, 'left': 762, 'top': 814, 'widt...   \n",
       "20  {'height': 192, 'left': 2422, 'top': 1027, 'wi...   \n",
       "21  {'height': 189, 'left': 1788, 'top': 988, 'wid...   \n",
       "22  {'height': 195, 'left': 925, 'top': 784, 'widt...   \n",
       "23  {'height': 178, 'left': 3035, 'top': 1053, 'wi...   \n",
       "24  {'height': 353, 'left': 232, 'top': 362, 'widt...   \n",
       "\n",
       "                                               scores  \n",
       "0   {'anger': 8.989556e-08, 'contempt': 4.68363200...  \n",
       "1   {'anger': 1.0121144099999999e-07, 'contempt': ...  \n",
       "2   {'anger': 1.2994913e-05, 'contempt': 0.0006899...  \n",
       "3   {'anger': 8.346741000000001e-05, 'contempt': 6...  \n",
       "4   {'anger': 7.561565e-09, 'contempt': 7.03281744...  \n",
       "5   {'anger': 7.833513000000001e-09, 'contempt': 1...  \n",
       "6   {'anger': 0.0417657681, 'contempt': 0.00149944...  \n",
       "7   {'anger': 1.2254932700000002e-05, 'contempt': ...  \n",
       "8   {'anger': 0.0005164714, 'contempt': 0.10651391...  \n",
       "9   {'anger': 0.000114701055, 'contempt': 0.711625...  \n",
       "10  {'anger': 0.0008038094379999999, 'contempt': 0...  \n",
       "11  {'anger': 5.60225135e-06, 'contempt': 0.000504...  \n",
       "12  {'anger': 0.00125489465, 'contempt': 0.0017193...  \n",
       "13  {'anger': 0.103858925, 'contempt': 0.005972594...  \n",
       "14  {'anger': 0.0013703421000000001, 'contempt': 0...  \n",
       "15  {'anger': 0.00356066483, 'contempt': 0.0090053...  \n",
       "16  {'anger': 7.95432352e-05, 'contempt': 0.013515...  \n",
       "17  {'anger': 0.0072715010000000005, 'contempt': 0...  \n",
       "18  {'anger': 3.09291931e-06, 'contempt': 0.002491...  \n",
       "19  {'anger': 0.0023763082000000002, 'contempt': 0...  \n",
       "20  {'anger': 0.000293301069, 'contempt': 0.003612...  \n",
       "21  {'anger': 1.06582554e-07, 'contempt': 1.552637...  \n",
       "22  {'anger': 0.000424579048, 'contempt': 0.000347...  \n",
       "23  {'anger': 8.14612863e-13, 'contempt': 2.437557...  \n",
       "24  {'anger': 0.000172353873, 'contempt': 4.533282...  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<bound method NDFrame.describe of                                         faceRectangle  \\\n",
       "0   {'height': 302, 'left': 329, 'top': 432, 'widt...   \n",
       "1   {'height': 295, 'left': 994, 'top': 535, 'widt...   \n",
       "2   {'height': 211, 'left': 839, 'top': 391, 'widt...   \n",
       "3   {'height': 175, 'left': 2081, 'top': 893, 'wid...   \n",
       "4   {'height': 172, 'left': 2792, 'top': 998, 'wid...   \n",
       "5   {'height': 458, 'left': 1335, 'top': 1036, 'wi...   \n",
       "6   {'height': 66, 'left': 2498, 'top': 815, 'widt...   \n",
       "7   {'height': 299, 'left': 1585, 'top': 993, 'wid...   \n",
       "8   {'height': 250, 'left': 1037, 'top': 1176, 'wi...   \n",
       "9   {'height': 297, 'left': 1719, 'top': 683, 'wid...   \n",
       "10  {'height': 360, 'left': 2394, 'top': 704, 'wid...   \n",
       "11  {'height': 288, 'left': 1781, 'top': 668, 'wid...   \n",
       "12  {'height': 379, 'left': 954, 'top': 1132, 'wid...   \n",
       "13  {'height': 269, 'left': 2816, 'top': 857, 'wid...   \n",
       "14  {'height': 267, 'left': 952, 'top': 922, 'widt...   \n",
       "15  {'height': 234, 'left': 2934, 'top': 812, 'wid...   \n",
       "16  {'height': 206, 'left': 2293, 'top': 968, 'wid...   \n",
       "17  {'height': 344, 'left': 1328, 'top': 909, 'wid...   \n",
       "18  {'height': 208, 'left': 3268, 'top': 1001, 'wi...   \n",
       "19  {'height': 202, 'left': 762, 'top': 814, 'widt...   \n",
       "20  {'height': 192, 'left': 2422, 'top': 1027, 'wi...   \n",
       "21  {'height': 189, 'left': 1788, 'top': 988, 'wid...   \n",
       "22  {'height': 195, 'left': 925, 'top': 784, 'widt...   \n",
       "23  {'height': 178, 'left': 3035, 'top': 1053, 'wi...   \n",
       "24  {'height': 353, 'left': 232, 'top': 362, 'widt...   \n",
       "\n",
       "                                               scores  \n",
       "0   {'anger': 8.989556e-08, 'contempt': 4.68363200...  \n",
       "1   {'anger': 1.0121144099999999e-07, 'contempt': ...  \n",
       "2   {'anger': 1.2994913e-05, 'contempt': 0.0006899...  \n",
       "3   {'anger': 8.346741000000001e-05, 'contempt': 6...  \n",
       "4   {'anger': 7.561565e-09, 'contempt': 7.03281744...  \n",
       "5   {'anger': 7.833513000000001e-09, 'contempt': 1...  \n",
       "6   {'anger': 0.0417657681, 'contempt': 0.00149944...  \n",
       "7   {'anger': 1.2254932700000002e-05, 'contempt': ...  \n",
       "8   {'anger': 0.0005164714, 'contempt': 0.10651391...  \n",
       "9   {'anger': 0.000114701055, 'contempt': 0.711625...  \n",
       "10  {'anger': 0.0008038094379999999, 'contempt': 0...  \n",
       "11  {'anger': 5.60225135e-06, 'contempt': 0.000504...  \n",
       "12  {'anger': 0.00125489465, 'contempt': 0.0017193...  \n",
       "13  {'anger': 0.103858925, 'contempt': 0.005972594...  \n",
       "14  {'anger': 0.0013703421000000001, 'contempt': 0...  \n",
       "15  {'anger': 0.00356066483, 'contempt': 0.0090053...  \n",
       "16  {'anger': 7.95432352e-05, 'contempt': 0.013515...  \n",
       "17  {'anger': 0.0072715010000000005, 'contempt': 0...  \n",
       "18  {'anger': 3.09291931e-06, 'contempt': 0.002491...  \n",
       "19  {'anger': 0.0023763082000000002, 'contempt': 0...  \n",
       "20  {'anger': 0.000293301069, 'contempt': 0.003612...  \n",
       "21  {'anger': 1.06582554e-07, 'contempt': 1.552637...  \n",
       "22  {'anger': 0.000424579048, 'contempt': 0.000347...  \n",
       "23  {'anger': 8.14612863e-13, 'contempt': 2.437557...  \n",
       "24  {'anger': 0.000172353873, 'contempt': 4.533282...  >"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(25, 2)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "scores = df.scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
       "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
       "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
       "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
       "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
       "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
       "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
       "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
       "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
       "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
       "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
       "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
       "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
       "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
       "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
       "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
       "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
       "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
       "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
       "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
       "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
       "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
       "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
       "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
       "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
       "Name: scores, dtype: object"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "25"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(scores)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(25,)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scores.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'anger': 8.989556e-08,\n",
       " 'contempt': 4.683632000000001e-09,\n",
       " 'disgust': 2.14760587e-09,\n",
       " 'fear': 1.059183e-09,\n",
       " 'happiness': 0.9999996999999999,\n",
       " 'neutral': 1.0615787699999998e-07,\n",
       " 'sadness': 5.693613e-08,\n",
       " 'surprise': 3.243665e-08}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scores[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.9999996999999999"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scores[0]['happiness']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3.243665e-08"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scores[0]['surprise']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'anger': 8.989556e-08, 'contempt': 4.683632000000001e-09, 'disgust': 2.14760587e-09, 'fear': 1.059183e-09, 'happiness': 0.9999996999999999, 'neutral': 1.0615787699999998e-07, 'sadness': 5.693613e-08, 'surprise': 3.243665e-08}\n",
      "{'anger': 1.0121144099999999e-07, 'contempt': 1.0966174099999998e-07, 'disgust': 2.0550588799999998e-08, 'fear': 3.4051528300000004e-09, 'happiness': 0.999998331, 'neutral': 7.202476e-07, 'sadness': 3.94691533e-08, 'surprise': 6.482392e-07}\n",
      "{'anger': 1.2994913e-05, 'contempt': 0.000689957931, 'disgust': 6.611327e-06, 'fear': 8.303381999999998e-06, 'happiness': 0.885239065, 'neutral': 0.113347664, 'sadness': 0.000198445, 'surprise': 0.0004969618}\n",
      "{'anger': 8.346741000000001e-05, 'contempt': 6.70448571e-07, 'disgust': 7.08019024e-06, 'fear': 4.48869351e-08, 'happiness': 0.999898732, 'neutral': 6.227163339999999e-06, 'sadness': 1.30548858e-06, 'surprise': 2.47563435e-06}\n",
      "{'anger': 7.561565e-09, 'contempt': 7.03281744e-09, 'disgust': 1.6566762400000001e-09, 'fear': 2.56906274e-10, 'happiness': 0.99999994, 'neutral': 2.1830256700000002e-08, 'sadness': 6.538217999999999e-11, 'surprise': 2.8802805500000002e-08}\n",
      "{'anger': 7.833513000000001e-09, 'contempt': 1.1808512700000001e-05, 'disgust': 8.14053749e-08, 'fear': 5.796504249999999e-11, 'happiness': 0.99989444, 'neutral': 9.192485e-05, 'sadness': 4.98126e-09, 'surprise': 1.71976035e-06}\n",
      "{'anger': 0.0417657681, 'contempt': 0.00149944285, 'disgust': 0.012681284000000001, 'fear': 0.0212894939, 'happiness': 0.0550485961, 'neutral': 0.286403179, 'sadness': 0.011970978200000001, 'surprise': 0.569341242}\n",
      "{'anger': 1.2254932700000002e-05, 'contempt': 0.000557677355, 'disgust': 4.638241e-05, 'fear': 3.7926409999999997e-08, 'happiness': 0.9429510999999999, 'neutral': 0.05640752, 'sadness': 2.2577403800000003e-05, 'surprise': 2.4646753899999998e-06}\n",
      "{'anger': 0.0005164714, 'contempt': 0.10651391, 'disgust': 0.0009641836000000001, 'fear': 1.0550645100000002e-05, 'happiness': 0.007923345, 'neutral': 0.8578232530000001, 'sadness': 0.0261225011, 'surprise': 0.00012579756699999999}\n",
      "{'anger': 0.000114701055, 'contempt': 0.7116255, 'disgust': 0.0021345690000000002, 'fear': 6.571255000000001e-05, 'happiness': 0.08729797, 'neutral': 0.0254966374, 'sadness': 2.2824117e-05, 'surprise': 0.17324209200000001}\n",
      "{'anger': 0.0008038094379999999, 'contempt': 0.057022117100000005, 'disgust': 0.000132435627, 'fear': 4.99010957e-06, 'happiness': 0.20665352, 'neutral': 0.7332067, 'sadness': 0.00211087, 'surprise': 6.555313000000001e-05}\n",
      "{'anger': 5.60225135e-06, 'contempt': 0.000504313037, 'disgust': 1.76532067e-05, 'fear': 8.45259e-08, 'happiness': 0.9014671, 'neutral': 0.09786886, 'sadness': 0.0001318581, 'surprise': 4.5654524e-06}\n",
      "{'anger': 0.00125489465, 'contempt': 0.00171934511, 'disgust': 0.000909115945, 'fear': 0.000174095228, 'happiness': 0.9433476, 'neutral': 0.0517392419, 'sadness': 0.0004180041, 'surprise': 0.00043774300000000004}\n",
      "{'anger': 0.103858925, 'contempt': 0.005972594, 'disgust': 0.022729603600000002, 'fear': 0.06381761, 'happiness': 0.059511166100000006, 'neutral': 0.0180543959, 'sadness': 0.00046294508499999997, 'surprise': 0.7255927320000001}\n",
      "{'anger': 0.0013703421000000001, 'contempt': 0.0031601314, 'disgust': 0.0009792749000000001, 'fear': 0.0105513763, 'happiness': 0.8314785, 'neutral': 0.106927641, 'sadness': 0.00201153127, 'surprise': 0.0435212553}\n",
      "{'anger': 0.00356066483, 'contempt': 0.009005351, 'disgust': 0.00633086124, 'fear': 0.24297411700000002, 'happiness': 0.00544501469, 'neutral': 0.547861159, 'sadness': 0.044220590000000004, 'surprise': 0.14060224600000001}\n",
      "{'anger': 7.95432352e-05, 'contempt': 0.0135159418, 'disgust': 1.53244873e-05, 'fear': 2.40632176e-06, 'happiness': 0.375372857, 'neutral': 0.6105513570000001, 'sadness': 0.00033181597199999997, 'surprise': 0.000130771688}\n",
      "{'anger': 0.0072715010000000005, 'contempt': 0.034038402100000004, 'disgust': 0.0031029240000000004, 'fear': 0.00047540882999999996, 'happiness': 0.0182587374, 'neutral': 0.8839914, 'sadness': 0.050180630000000004, 'surprise': 0.00268097618}\n",
      "{'anger': 3.09291931e-06, 'contempt': 0.00249188417, 'disgust': 3.4036133899999996e-06, 'fear': 8.048821999999999e-08, 'happiness': 0.5845012660000001, 'neutral': 0.412720978, 'sadness': 0.00027553446099999997, 'surprise': 3.76979983e-06}\n",
      "{'anger': 0.0023763082000000002, 'contempt': 0.0016666594899999998, 'disgust': 1.4854439500000003e-05, 'fear': 2.7697491500000004e-05, 'happiness': 0.000110359826, 'neutral': 0.994687438, 'sadness': 0.000197192232, 'surprise': 0.000919476268}\n",
      "{'anger': 0.000293301069, 'contempt': 0.0036124212199999998, 'disgust': 0.000414904, 'fear': 1.30835215e-05, 'happiness': 0.8046957, 'neutral': 0.190273032, 'sadness': 0.0003503645, 'surprise': 0.000347166177}\n",
      "{'anger': 1.06582554e-07, 'contempt': 1.55263749e-07, 'disgust': 3.0842215899999995e-07, 'fear': 2.24273086e-10, 'happiness': 0.9999448, 'neutral': 5.345758000000001e-05, 'sadness': 3.72222615e-07, 'surprise': 7.940846999999999e-07}\n",
      "{'anger': 0.000424579048, 'contempt': 0.000347651483, 'disgust': 0.000406724925, 'fear': 0.0015003590000000002, 'happiness': 0.9846058999999999, 'neutral': 0.00671001151, 'sadness': 0.000293615856, 'surprise': 0.00571117038}\n",
      "{'anger': 8.14612863e-13, 'contempt': 2.43755753e-12, 'disgust': 1.3099227399999999e-11, 'fear': 4.47816875e-15, 'happiness': 1.0, 'neutral': 4.92911354e-12, 'sadness': 1.23824209e-13, 'surprise': 1.13882757e-11}\n",
      "{'anger': 0.000172353873, 'contempt': 4.53328266e-06, 'disgust': 2.2584365499999997e-06, 'fear': 0.0001885079, 'happiness': 1.2460674000000001e-05, 'neutral': 0.000123726742, 'sadness': 1.98291445e-08, 'surprise': 0.999496162}\n"
     ]
    }
   ],
   "source": [
    "for i in scores:\n",
    "    print(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n",
      "0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object\n"
     ]
    }
   ],
   "source": [
    "for i in scores:\n",
    "    print(scores)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n",
      "<bound method Series.keys of 0     {'anger': 8.989556e-08, 'contempt': 4.68363200...\n",
      "1     {'anger': 1.0121144099999999e-07, 'contempt': ...\n",
      "2     {'anger': 1.2994913e-05, 'contempt': 0.0006899...\n",
      "3     {'anger': 8.346741000000001e-05, 'contempt': 6...\n",
      "4     {'anger': 7.561565e-09, 'contempt': 7.03281744...\n",
      "5     {'anger': 7.833513000000001e-09, 'contempt': 1...\n",
      "6     {'anger': 0.0417657681, 'contempt': 0.00149944...\n",
      "7     {'anger': 1.2254932700000002e-05, 'contempt': ...\n",
      "8     {'anger': 0.0005164714, 'contempt': 0.10651391...\n",
      "9     {'anger': 0.000114701055, 'contempt': 0.711625...\n",
      "10    {'anger': 0.0008038094379999999, 'contempt': 0...\n",
      "11    {'anger': 5.60225135e-06, 'contempt': 0.000504...\n",
      "12    {'anger': 0.00125489465, 'contempt': 0.0017193...\n",
      "13    {'anger': 0.103858925, 'contempt': 0.005972594...\n",
      "14    {'anger': 0.0013703421000000001, 'contempt': 0...\n",
      "15    {'anger': 0.00356066483, 'contempt': 0.0090053...\n",
      "16    {'anger': 7.95432352e-05, 'contempt': 0.013515...\n",
      "17    {'anger': 0.0072715010000000005, 'contempt': 0...\n",
      "18    {'anger': 3.09291931e-06, 'contempt': 0.002491...\n",
      "19    {'anger': 0.0023763082000000002, 'contempt': 0...\n",
      "20    {'anger': 0.000293301069, 'contempt': 0.003612...\n",
      "21    {'anger': 1.06582554e-07, 'contempt': 1.552637...\n",
      "22    {'anger': 0.000424579048, 'contempt': 0.000347...\n",
      "23    {'anger': 8.14612863e-13, 'contempt': 2.437557...\n",
      "24    {'anger': 0.000172353873, 'contempt': 4.533282...\n",
      "Name: scores, dtype: object>\n"
     ]
    }
   ],
   "source": [
    "for i in scores:\n",
    "    print(scores.keys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.9999996999999999\n",
      "0.999998331\n",
      "0.885239065\n",
      "0.999898732\n",
      "0.99999994\n",
      "0.99989444\n",
      "0.0550485961\n",
      "0.9429510999999999\n",
      "0.007923345\n",
      "0.08729797\n",
      "0.20665352\n",
      "0.9014671\n",
      "0.9433476\n",
      "0.059511166100000006\n",
      "0.8314785\n",
      "0.00544501469\n",
      "0.375372857\n",
      "0.0182587374\n",
      "0.5845012660000001\n",
      "0.000110359826\n",
      "0.8046957\n",
      "0.9999448\n",
      "0.9846058999999999\n",
      "1.0\n",
      "1.2460674000000001e-05\n"
     ]
    }
   ],
   "source": [
    "for i in scores:\n",
    "    print(i['happiness'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "happiness_list = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "for i in scores:\n",
    "    happiness_list.append(i['happiness'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0.9999996999999999,\n",
       " 0.999998331,\n",
       " 0.885239065,\n",
       " 0.999898732,\n",
       " 0.99999994,\n",
       " 0.99989444,\n",
       " 0.0550485961,\n",
       " 0.9429510999999999,\n",
       " 0.007923345,\n",
       " 0.08729797,\n",
       " 0.20665352,\n",
       " 0.9014671,\n",
       " 0.9433476,\n",
       " 0.059511166100000006,\n",
       " 0.8314785,\n",
       " 0.00544501469,\n",
       " 0.375372857,\n",
       " 0.0182587374,\n",
       " 0.5845012660000001,\n",
       " 0.000110359826,\n",
       " 0.8046957,\n",
       " 0.9999448,\n",
       " 0.9846058999999999,\n",
       " 1.0,\n",
       " 1.2460674000000001e-05]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "happiness_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "25"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(happiness_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "14.693656200789999"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sum(happiness_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "happiness_avg = sum(happiness_list)/len(happiness_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5877462480315999"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "happiness_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "anger_list = []\n",
    "contempt_list = []\n",
    "fear_list = []\n",
    "disgust_list = []\n",
    "neutral_list = []\n",
    "sadness_list = []\n",
    "surprise_list = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in scores:\n",
    "    anger_list.append(i['anger'])\n",
    "    contempt_list.append(i['contempt'])\n",
    "    fear_list.append(i['fear'])\n",
    "    disgust_list.append(i['disgust'])\n",
    "    neutral_list.append(i['neutral'])\n",
    "    sadness_list.append(i['sadness'])\n",
    "    surprise_list.append(i['surprise'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "anger_avg = sum(anger_list)/len(anger_list)\n",
    "contempt_avg = sum(contempt_list)/len(contempt_list)\n",
    "fear_avg = sum(fear_list)/len(fear_list)\n",
    "disgust_avg = sum(disgust_list)/len(disgust_list)\n",
    "neutral_avg = sum(neutral_list)/len(neutral_list)\n",
    "sadness_avg = sum(sadness_list)/len(sadness_list)\n",
    "surprise_avg = sum(surprise_list)/len(surprise_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.006306960707906448"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anger_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.03669079206222848"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "contempt_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.013119383310367803"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fear_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0019576871265688427"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "disgust_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.23055179840168774"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "neutral_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.005572963055567552"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sadness_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.10650911377548254"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "surprise_avg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.6.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}