02-track-features-exploration.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from glob import glob\n",
    "from joblib import delayed, Parallel\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "pd.set_option('display.max_columns', 500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "tf_files = sorted(glob('./data/track_features/*.csv.gz'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "tf = Parallel(8)(delayed(pd.read_csv)(x) for x in tf_files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "tf = pd.concat(tf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.all(tf.track_id.sort_values().values == tf.track_id.values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(3706388, 30)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>track_id</th>\n",
       "      <th>duration</th>\n",
       "      <th>release_year</th>\n",
       "      <th>us_popularity_estimate</th>\n",
       "      <th>acousticness</th>\n",
       "      <th>beat_strength</th>\n",
       "      <th>bounciness</th>\n",
       "      <th>danceability</th>\n",
       "      <th>dyn_range_mean</th>\n",
       "      <th>energy</th>\n",
       "      <th>flatness</th>\n",
       "      <th>instrumentalness</th>\n",
       "      <th>key</th>\n",
       "      <th>liveness</th>\n",
       "      <th>loudness</th>\n",
       "      <th>mechanism</th>\n",
       "      <th>mode</th>\n",
       "      <th>organism</th>\n",
       "      <th>speechiness</th>\n",
       "      <th>tempo</th>\n",
       "      <th>time_signature</th>\n",
       "      <th>valence</th>\n",
       "      <th>acoustic_vector_0</th>\n",
       "      <th>acoustic_vector_1</th>\n",
       "      <th>acoustic_vector_2</th>\n",
       "      <th>acoustic_vector_3</th>\n",
       "      <th>acoustic_vector_4</th>\n",
       "      <th>acoustic_vector_5</th>\n",
       "      <th>acoustic_vector_6</th>\n",
       "      <th>acoustic_vector_7</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7855</th>\n",
       "      <td>t_e6a77b4c-6d0d-4f4c-8d88-c0d80c2575ca</td>\n",
       "      <td>179.561676</td>\n",
       "      <td>2017</td>\n",
       "      <td>97.291498</td>\n",
       "      <td>0.661897</td>\n",
       "      <td>0.503492</td>\n",
       "      <td>0.576402</td>\n",
       "      <td>0.667632</td>\n",
       "      <td>9.024789</td>\n",
       "      <td>0.379573</td>\n",
       "      <td>1.042382</td>\n",
       "      <td>3.439227e-09</td>\n",
       "      <td>5</td>\n",
       "      <td>0.104191</td>\n",
       "      <td>-8.254</td>\n",
       "      <td>0.508065</td>\n",
       "      <td>major</td>\n",
       "      <td>0.583141</td>\n",
       "      <td>0.035546</td>\n",
       "      <td>145.216995</td>\n",
       "      <td>3</td>\n",
       "      <td>0.629993</td>\n",
       "      <td>-0.133427</td>\n",
       "      <td>0.307020</td>\n",
       "      <td>0.498902</td>\n",
       "      <td>-0.017523</td>\n",
       "      <td>0.167523</td>\n",
       "      <td>0.132413</td>\n",
       "      <td>0.322372</td>\n",
       "      <td>-0.379272</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>917</th>\n",
       "      <td>t_91e775e9-e4ae-420e-a1da-4189e3d2bec4</td>\n",
       "      <td>360.000000</td>\n",
       "      <td>2012</td>\n",
       "      <td>94.933128</td>\n",
       "      <td>0.002553</td>\n",
       "      <td>0.449080</td>\n",
       "      <td>0.473143</td>\n",
       "      <td>0.702419</td>\n",
       "      <td>7.567887</td>\n",
       "      <td>0.936964</td>\n",
       "      <td>0.956313</td>\n",
       "      <td>9.845195e-04</td>\n",
       "      <td>2</td>\n",
       "      <td>0.311576</td>\n",
       "      <td>-2.742</td>\n",
       "      <td>0.663768</td>\n",
       "      <td>major</td>\n",
       "      <td>0.237759</td>\n",
       "      <td>0.148605</td>\n",
       "      <td>127.984001</td>\n",
       "      <td>4</td>\n",
       "      <td>0.513212</td>\n",
       "      <td>-0.263473</td>\n",
       "      <td>0.332897</td>\n",
       "      <td>0.389523</td>\n",
       "      <td>-0.291039</td>\n",
       "      <td>-0.798289</td>\n",
       "      <td>0.346088</td>\n",
       "      <td>0.328863</td>\n",
       "      <td>0.786830</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    track_id    duration  release_year  \\\n",
       "7855  t_e6a77b4c-6d0d-4f4c-8d88-c0d80c2575ca  179.561676          2017   \n",
       "917   t_91e775e9-e4ae-420e-a1da-4189e3d2bec4  360.000000          2012   \n",
       "\n",
       "      us_popularity_estimate  acousticness  beat_strength  bounciness  \\\n",
       "7855               97.291498      0.661897       0.503492    0.576402   \n",
       "917                94.933128      0.002553       0.449080    0.473143   \n",
       "\n",
       "      danceability  dyn_range_mean    energy  flatness  instrumentalness  key  \\\n",
       "7855      0.667632        9.024789  0.379573  1.042382      3.439227e-09    5   \n",
       "917       0.702419        7.567887  0.936964  0.956313      9.845195e-04    2   \n",
       "\n",
       "      liveness  loudness  mechanism   mode  organism  speechiness       tempo  \\\n",
       "7855  0.104191    -8.254   0.508065  major  0.583141     0.035546  145.216995   \n",
       "917   0.311576    -2.742   0.663768  major  0.237759     0.148605  127.984001   \n",
       "\n",
       "      time_signature   valence  acoustic_vector_0  acoustic_vector_1  \\\n",
       "7855               3  0.629993          -0.133427           0.307020   \n",
       "917                4  0.513212          -0.263473           0.332897   \n",
       "\n",
       "      acoustic_vector_2  acoustic_vector_3  acoustic_vector_4  \\\n",
       "7855           0.498902          -0.017523           0.167523   \n",
       "917            0.389523          -0.291039          -0.798289   \n",
       "\n",
       "      acoustic_vector_5  acoustic_vector_6  acoustic_vector_7  \n",
       "7855           0.132413           0.322372          -0.379272  \n",
       "917            0.346088           0.328863           0.786830  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(tf.shape)\n",
    "tf.sample(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['minor', 'major'], dtype=object)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tf['mode'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "tf['mode'] = tf['mode'].replace({\n",
    "    'major': 1,\n",
    "    'minor': 0\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 3706388 entries, 0 to 19876\n",
      "Data columns (total 30 columns):\n",
      "track_id                  object\n",
      "duration                  float64\n",
      "release_year              int64\n",
      "us_popularity_estimate    float64\n",
      "acousticness              float64\n",
      "beat_strength             float64\n",
      "bounciness                float64\n",
      "danceability              float64\n",
      "dyn_range_mean            float64\n",
      "energy                    float64\n",
      "flatness                  float64\n",
      "instrumentalness          float64\n",
      "key                       int64\n",
      "liveness                  float64\n",
      "loudness                  float64\n",
      "mechanism                 float64\n",
      "mode                      int64\n",
      "organism                  float64\n",
      "speechiness               float64\n",
      "tempo                     float64\n",
      "time_signature            int64\n",
      "valence                   float64\n",
      "acoustic_vector_0         float64\n",
      "acoustic_vector_1         float64\n",
      "acoustic_vector_2         float64\n",
      "acoustic_vector_3         float64\n",
      "acoustic_vector_4         float64\n",
      "acoustic_vector_5         float64\n",
      "acoustic_vector_6         float64\n",
      "acoustic_vector_7         float64\n",
      "dtypes: float64(25), int64(4), object(1)\n",
      "memory usage: 876.6+ MB\n"
     ]
    }
   ],
   "source": [
    "tf.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.duration.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.release_year.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.us_popularity_estimate.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acousticness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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1wOmI+DTwSGqHpGuANcBngS7gG5JmSJoBPAasBK4Bbk9tqTOGmZmVoGFoRNVIWv1IegXwReCpVN8O3JqWu9M6aftySUr1JyLivYh4DRgEbkyvwYg4GhHvA08A3anPRGOYmVkJsu5ppDOCF4BTwADwY+DtiBhNTYaAhWl5IXAcIG0/A8yvrY/rM1F9fp0xzMysBDNzGkXEz4HrJM0FvgX8WlGz9FUTbJuoXhRc9dr/Akm9QC9AW1sblUqlqFlDIyMjk+47VbXNhvVLRxs3nEY85+Yp8/3Uau/nZs03KzTGRMTbkirAMmCupJnpTGARcCI1GwIWA0OSZgKfBIZr6mNq+xTV36wzxvjj6gP6ADo6OqKzs/NcpnVWpVJhsn2nqkcf38XDh87p22DKW7901HNukte/0tn0Mce02vu5WfPNeXrqU+kMA0mzgS8BrwDPArelZj3ArrTcn9ZJ25+JiEj1NenpqquBduD7wAGgPT0pNYvqzfL+1GeiMczMrAQ5P3osALanp5wuA3ZGxLclvQw8IenfAs8DW1L7LcCfSxqkeoaxBiAiDkvaCbwMjAJ3p8teSPoqsAeYAWyNiMNpX/dOMIaZmZWgYWhExIvA5wvqR6k++TS+/jNg9QT7ehB4sKC+G9idO4aZmZXDvxFuZmbZHBpmZpbNoWFmZtkcGmZmls2hYWZm2RwaZmaWzaFhZmbZHBpmZpbNoWFmZtkcGmZmlq21PurTzJpqyYbvlDb2tq45pY09nflMw8zMsjk0zMwsm0PDzMyyOTTMzCybQ8PMzLI5NMzMLJtDw8zMsjUMDUmLJT0r6RVJhyX9YapfIWlA0pH0dV6qS9ImSYOSXpR0fc2+elL7I5J6auo3SDqU+mySpHpjmJlZOXJ+uW8UWB8RP5T0CeAHkgaAO4C9EfGQpA3ABuBeYCXQnl43AZuBmyRdAWwEOoBI++mPiNOpTS+wj+rfCu8Cnk77LBpjWinzF6DWLy1taDObghqeaUTEyYj4YVp+B3gFWAh0A9tTs+3ArWm5G9gRVfuAuZIWADcDAxExnIJiAOhK2y6PiOciIoAd4/ZVNIaZmZXgnO5pSFoCfB7YD7RFxEmoBgtwVWq2EDhe020o1erVhwrq1BnDzMxKkP3ZU5J+CfhvwB9FxN+n2w6FTQtqMYl6Nkm9VC9v0dbWRqVSOZfuZ42MjEy67/lYv3S06WOOaZtd7vhl8JxbQ1nv57I0a75ZoSHpI1QD4/GI+KtUfkPSgog4mS4xnUr1IWBxTfdFwIlU7xxXr6T6ooL29cb4kIjoA/oAOjo6orOzs6hZQ5VKhcn2PR93lHpPY5SHD7XW51Z6zq1hW9ecUt7PZWnW/79ynp4SsAV4JSL+Y82mfmDsCageYFdNfW16imoZcCZdWtoDrJA0Lz0FtQLYk7a9I2lZGmvtuH0VjWFmZiXI+dHjC8DvAIckvZBq/xJ4CNgpaR1wDFidtu0GVgGDwLvAnQARMSzpAeBAand/RAyn5buAbcBsqk9NPZ3qE41hZmYlaBgaEfHXFN93AFhe0D6AuyfY11Zga0H9IHBtQf2tojHMzKwc/o1wMzPL5tAwM7NsDg0zM8vm0DAzs2wODTMzy+bQMDOzbA4NMzPL5tAwM7NsDg0zM8vm0DAzs2wODTMzy+bQMDOzbA4NMzPL5tAwM7NsDg0zM8vm0DAzs2wODTMzy+bQMDOzbA4NMzPL1jA0JG2VdErSSzW1KyQNSDqSvs5LdUnaJGlQ0ouSrq/p05PaH5HUU1O/QdKh1GeTJNUbw8zMypNzprEN6BpX2wDsjYh2YG9aB1gJtKdXL7AZqgEAbARuAm4ENtaEwObUdqxfV4MxzMysJA1DIyK+BwyPK3cD29PyduDWmvqOqNoHzJW0ALgZGIiI4Yg4DQwAXWnb5RHxXEQEsGPcvorGMDOzkkz2nkZbRJwESF+vSvWFwPGadkOpVq8+VFCvN4aZmZVk5gXenwpqMYn6uQ0q9VK9xEVbWxuVSuVcdwHAyMjIpPuej/VLR5s+5pi22eWOXwbPuTWU9X4uS7PmO9nQeEPSgog4mS4xnUr1IWBxTbtFwIlU7xxXr6T6ooL29cb4BRHRB/QBdHR0RGdn50RN66pUKky27/m4Y8N3mj7mmPVLR3n40IX+2eHS5jm3hm1dc0p5P5elWf//muzlqX5g7AmoHmBXTX1teopqGXAmXVraA6yQNC/dAF8B7Enb3pG0LD01tXbcvorGMDOzkjT80UPSN6meJVwpaYjqU1APATslrQOOAatT893AKmAQeBe4EyAihiU9ABxI7e6PiLGb63dRfUJrNvB0elFnDDMzK0nD0IiI2yfYtLygbQB3T7CfrcDWgvpB4NqC+ltFY5iZWXla6yKnmbWMQz85U8r9wtcf+nLTx2wmf4yImZllc2iYmVk2h4aZmWVzaJiZWTaHhpmZZXNomJlZNoeGmZllc2iYmVk2h4aZmWVzaJiZWTaHhpmZZXNomJlZNoeGmZllc2iYmVk2h4aZmWVzaJiZWTb/EaYaZf3RFjOzqeKSP9OQ1CXpVUmDkjaUfTxmZq3skj7TkDQDeAz4LWAIOCCpPyJeLvfIzMyKLSnpasW2rjlNGedSP9O4ERiMiKMR8T7wBNBd8jGZmbWsSz00FgLHa9aHUs3MzEqgiCj7GCYkaTVwc0T8s7T+O8CNEfG1ce16gd60+hng1UkOeSXw5iT7TlWec2vwnKe/853vL0fEpxo1uqTvaVA9s1hcs74IODG+UUT0AX3nO5ikgxHRcb77mUo859bgOU9/zZrvpX556gDQLulqSbOANUB/ycdkZtayLukzjYgYlfRVYA8wA9gaEYdLPiwzs5Z1SYcGQETsBnY3abjzvsQ1BXnOrcFznv6aMt9L+ka4mZldWi71expmZnYJacnQaPTRJJI+KunJtH2/pCXNP8oLK2PO90h6WdKLkvZK+uUyjvNCyv0IGkm3SQpJU/pJm5z5Svqn6d/5sKS/aPYxXmgZ39f/QNKzkp5P39uryjjOC0nSVkmnJL00wXZJ2pT+m7wo6foLegAR0VIvqjfUfwz8CjAL+BvgmnFtfh/407S8Bniy7ONuwpx/E/h4Wr6rFeac2n0C+B6wD+go+7gv8r9xO/A8MC+tX1X2cTdhzn3AXWn5GuD1so/7Asz7N4DrgZcm2L4KeBoQsAzYfyHHb8UzjZyPJukGtqflp4DlktTEY7zQGs45Ip6NiHfT6j6qvxMzleV+BM0DwL8DftbMg7sIcub7u8BjEXEaICJONfkYL7ScOQdweVr+JAW/5zXVRMT3gOE6TbqBHVG1D5gracGFGr8VQyPno0nOtomIUeAMML8pR3dxnOvHsayj+pPKVNZwzpI+DyyOiG8388Aukpx/418FflXS/5K0T1JX047u4siZ878GflvSENWnML/G9HdRP37pkn/k9iIoOmMY/whZTpupJHs+kn4b6AD+8UU9oouv7pwlXQY8AtzRrAO6yHL+jWdSvUTVSfVM8n9KujYi3r7Ix3ax5Mz5dmBbRDws6deBP09z/uDiH15pLur/v1rxTCPno0nOtpE0k+ppbb3TwUtd1sexSPoS8K+AWyLivSYd28XSaM6fAK4FKpJep3rtt38K3wzP/b7eFRH/NyJeo/oZbe1NOr6LIWfO64CdABHxHPAxqp/RNJ1lvd8nqxVDI+ejSfqBnrR8G/BMpDtMU1TDOadLNf+ZamBM9Wvd0GDOEXEmIq6MiCURsYTqfZxbIuJgOYd73nK+r/871QcekHQl1ctVR5t6lBdWzpyPAcsBJP0a1dD4aVOPsvn6gbXpKaplwJmIOHmhdt5yl6digo8mkXQ/cDAi+oEtVE9jB6meYawp74jPX+ac/z3wS8Bfpnv+xyLiltIO+jxlznnayJzvHmCFpJeBnwP/PCLeKu+oz0/mnNcD/0XSH1O9RHPHFP8BEEnfpHqJ8cp0r2Yj8BGAiPhTqvduVgGDwLvAnRd0/Cn+38/MzJqoFS9PmZnZJDk0zMwsm0PDzMyyOTTMzCybQ8PMzLI5NMzMLJtDw8zMsjk0zMws2/8DEOza7DXd45sAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.beat_strength.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY0AAAD8CAYAAACLrvgBAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAFhdJREFUeJzt3X+MXeWd3/H3NzgkbjbEDiwjZLsdVutt48VKQkbgVaTtbLwyBqqYP0IFYmuDrLXEkmy2sdp12j/cQiORVpQuUpatt7jYq90lLm2KFUxcy+Eq7QoTzCaLAyzyLPHiWbvxBhuXCUrSSb/94z5Gl+HOzOPxzD0zvu+XdHXP+Z7nnOc8nrn+3PPj3onMRJKkGu9pegckSQuHoSFJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqdqipndgtl1xxRU5ODg4o3V/9KMf8YEPfGB2d2gB6Mdx9+OYwXH3m/MZ9/PPP//DzPz56dpddKExODjI4cOHZ7Ruq9VieHh4dndoAejHcffjmMFx95vzGXdE/HVNO09PSZKqGRqSpGqGhiSpmqEhSapmaEiSqlWFRkQsiYjHI+IvI+LliPiViPhwRByIiKPleWlpGxHxUESMRMQLEXFtx3Y2lfZHI2JTR/0TEXGkrPNQRESpd+1DktSM2iON3wO+kZn/APgo8DKwDTiYmSuBg2Ue4EZgZXlsAR6GdgAA24HrgeuA7R0h8HBpe2699aU+WR+SpAZMGxoRcRnwq8AjAJn508x8A9gA7CrNdgG3lOkNwO5sOwQsiYirgBuAA5l5OjPPAAeA9WXZZZn5TLb/9uzuCdvq1ockqQE1H+77BeBvgf8cER8Fngc+Dwxk5kmAzDwZEVeW9suA4x3rj5baVPXRLnWm6OMdImIL7SMVBgYGaLVaFcN6t7GxsRmvu5D147j7cczguPvNXIy7JjQWAdcCn8vMZyPi95j6NFF0qeUM6tUycwewA2BoaChn+slPPzXaP5oY8+C2J3vaX6dj998M9OfPGhz3bKq5pjEKjGbms2X+cdoh8oNyaonyfKqj/YqO9ZcDJ6apL+9SZ4o+JEkNmDY0MvN/A8cj4u+X0lrgJWAvcO4OqE3AE2V6L7Cx3EW1BjhbTjHtB9ZFxNJyAXwdsL8sezMi1pS7pjZO2Fa3PiRJDaj9wsLPAX8cEZcCrwJ30Q6cPRGxGXgNuLW03QfcBIwAb5W2ZObpiLgPeK60uzczT5fpu4FHgcXAU+UBcP8kfUgzNrjtSbauHufOBk8XSQtVVWhk5neBoS6L1nZpm8A9k2xnJ7CzS/0wcE2X+uvd+pAkNcNPhEuSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGq13z0lzaomvyZc0swZGlIfOBfSvf6ixnN/x0MXD09PSZKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqVYVGRByLiCMR8d2IOFxqH46IAxFxtDwvLfWIiIciYiQiXoiIazu2s6m0PxoRmzrqnyjbHynrxlR9SJKacT5HGr+WmR/LzKEyvw04mJkrgYNlHuBGYGV5bAEehnYAANuB64HrgO0dIfBwaXtuvfXT9CFJasCFnJ7aAOwq07uAWzrqu7PtELAkIq4CbgAOZObpzDwDHADWl2WXZeYzmZnA7gnb6taHJKkBtaGRwP+IiOcjYkupDWTmSYDyfGWpLwOOd6w7WmpT1Ue71KfqQ5LUgNq/3PfJzDwREVcCByLiL6doG11qOYN6tRJkWwAGBgZotVrns/rbxsbGZrzuQtbEuLeuHu9pfxMNLG5+H5rQ63HPl9eTr+3ZUxUamXmiPJ+KiK/Rvibxg4i4KjNPllNMp0rzUWBFx+rLgROlPjyh3ir15V3aM0UfE/dvB7ADYGhoKIeHh7s1m1ar1WKm6y5kTYy7l39ytJutq8d54Ej//bXjXo/72B3DPetrKr62Z8+0p6ci4gMR8cFz08A64HvAXuDcHVCbgCfK9F5gY7mLag1wtpxa2g+si4il5QL4OmB/WfZmRKwpd01tnLCtbn1IkhpQ85ZjAPhauQt2EfAnmfmNiHgO2BMRm4HXgFtL+33ATcAI8BZwF0Bmno6I+4DnSrt7M/N0mb4beBRYDDxVHgD3T9KHJKkB04ZGZr4KfLRL/XVgbZd6AvdMsq2dwM4u9cPANbV9SJKa4SfCJUnVDA1JUjVDQ5JUzdCQJFXrvxvV9Q6D255k6+rxxj83IWlh8EhDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVK06NCLikoj4TkR8vcxfHRHPRsTRiPhqRFxa6u8r8yNl+WDHNr5Y6q9ExA0d9fWlNhIR2zrqXfuQJDXjfI40Pg+83DH/ZeDBzFwJnAE2l/pm4Exm/iLwYGlHRKwCbgN+GVgP/H4JokuArwA3AquA20vbqfqQJDWgKjQiYjlwM/CfynwAnwIeL012AbeU6Q1lnrJ8bWm/AXgsM3+Smd8HRoDrymMkM1/NzJ8CjwEbpulDktSARZXt/gPwz4EPlvnLgTcyc7zMjwLLyvQy4DhAZo5HxNnSfhlwqGObnescn1C/fpo+3iEitgBbAAYGBmi1WpXDeqexsbEZr7tQbV09zsDi9nM/6ccxQ+/HPV9eT/342oa5Gfe0oRER/wg4lZnPR8TwuXKXpjnNssnq3Y52pmr/7mLmDmAHwNDQUA4PD3drNq1Wq8VM112o7tz2JFtXj/PAkdr3DxeHfhwzNDDuIz/qXV8THLv/5ren+/G1DXMz7prfnk8Cn46Im4D3A5fRPvJYEhGLypHAcuBEaT8KrABGI2IR8CHgdEf9nM51utV/OEUfkqQGTHtNIzO/mJnLM3OQ9oXsb2bmHcDTwGdKs03AE2V6b5mnLP9mZmap31burroaWAl8G3gOWFnulLq09LG3rDNZH5KkBlzI5zR+F/hCRIzQvv7wSKk/Alxe6l8AtgFk5ovAHuAl4BvAPZn5s3IU8VlgP+27s/aUtlP1IUlqwHmd3MzMFtAq06/SvvNpYpsfA7dOsv6XgC91qe8D9nWpd+1DktQMPxEuSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSao2bWhExPsj4tsR8RcR8WJE/OtSvzoino2IoxHx1Yi4tNTfV+ZHyvLBjm19sdRfiYgbOurrS20kIrZ11Lv2IUlqRs2Rxk+AT2XmR4GPAesjYg3wZeDBzFwJnAE2l/abgTOZ+YvAg6UdEbEKuA34ZWA98PsRcUlEXAJ8BbgRWAXcXtoyRR+SpAZMGxrZNlZm31seCXwKeLzUdwG3lOkNZZ6yfG1ERKk/lpk/yczvAyPAdeUxkpmvZuZPgceADWWdyfqQJDWg6ppGOSL4LnAKOAD8FfBGZo6XJqPAsjK9DDgOUJafBS7vrE9YZ7L65VP0IUlqwKKaRpn5M+BjEbEE+BrwkW7NynNMsmyyerfgmqr9u0TEFmALwMDAAK1Wq1uzaY2Njc143YVq6+pxBha3n/tJP44Z+mvcna/lfnxtw9yMuyo0zsnMNyKiBawBlkTEonIksBw4UZqNAiuA0YhYBHwION1RP6dznW71H07Rx8T92gHsABgaGsrh4eHzGdbbWq0WM113obpz25NsXT3OA0fO61dhwevHMUN/jfvYHcNvT/fjaxvmZtw1d0/9fDnCICIWA78OvAw8DXymNNsEPFGm95Z5yvJvZmaW+m3l7qqrgZXAt4HngJXlTqlLaV8s31vWmawPSVIDat5yXAXsKnc5vQfYk5lfj4iXgMci4t8A3wEeKe0fAf4oIkZoH2HcBpCZL0bEHuAlYBy4p5z2IiI+C+wHLgF2ZuaLZVu/O0kfkqQGTBsamfkC8PEu9Vdp3/k0sf5j4NZJtvUl4Etd6vuAfbV9SJKa4SfCJUnVDA1JUjVDQ5JUrT/uvZvnBrc92fQuSFIVjzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVK1aUMjIlZExNMR8XJEvBgRny/1D0fEgYg4Wp6XlnpExEMRMRIRL0TEtR3b2lTaH42ITR31T0TEkbLOQxERU/UhSWpGzZHGOLA1Mz8CrAHuiYhVwDbgYGauBA6WeYAbgZXlsQV4GNoBAGwHrgeuA7Z3hMDDpe259daX+mR9SJIaMG1oZObJzPzzMv0m8DKwDNgA7CrNdgG3lOkNwO5sOwQsiYirgBuAA5l5OjPPAAeA9WXZZZn5TGYmsHvCtrr1IUlqwHld04iIQeDjwLPAQGaehHawAFeWZsuA4x2rjZbaVPXRLnWm6EOS1IBFtQ0j4ueA/wr8Tmb+n3LZoWvTLrWcQb1aRGyhfXqLgYEBWq3W+az+trGxsRmveyG2rh7veZ+dBhY3vw+91o9jhv4ad+druanXdtPmYtxVoRER76UdGH+cmf+tlH8QEVdl5slyiulUqY8CKzpWXw6cKPXhCfVWqS/v0n6qPt4hM3cAOwCGhoZyeHi4W7NptVotZrruhbhz25M977PT1tXjPHCk+v3DRaEfxwz9Ne5jdwy/Pd3Ua7tpczHumrunAngEeDkz/33Hor3AuTugNgFPdNQ3lruo1gBny6ml/cC6iFhaLoCvA/aXZW9GxJrS18YJ2+rWhySpATVvOT4J/BPgSER8t9T+BXA/sCciNgOvAbeWZfuAm4AR4C3gLoDMPB0R9wHPlXb3ZubpMn038CiwGHiqPJiiD0lSA6YNjcz8X3S/7gCwtkv7BO6ZZFs7gZ1d6oeBa7rUX+/WhyRNZ7DjtO/W1eM9Ow187P6be9JPU/xEuCSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSao2bWhExM6IOBUR3+uofTgiDkTE0fK8tNQjIh6KiJGIeCEiru1YZ1NpfzQiNnXUPxERR8o6D0VETNWHJKk5NUcajwLrJ9S2AQczcyVwsMwD3AisLI8twMPQDgBgO3A9cB2wvSMEHi5tz623fpo+JEkNmTY0MvNbwOkJ5Q3ArjK9C7ilo7472w4BSyLiKuAG4EBmns7MM8ABYH1ZdllmPpOZCeyesK1ufUiSGrJohusNZOZJgMw8GRFXlvoy4HhHu9FSm6o+2qU+VR/vEhFbaB+tMDAwQKvVmtGgxsbGZrzuhdi6erznfXYaWNz8PvRaP44ZHHcvNPF/yGTm4v+0mYbGZKJLLWdQPy+ZuQPYATA0NJTDw8Pnuwmg/cOe6boX4s5tT/a8z05bV4/zwJHZ/lWY3/pxzOC4e+HYHcM96afGXPyfNtO7p35QTi1Rnk+V+iiwoqPdcuDENPXlXepT9SFJashMQ2MvcO4OqE3AEx31jeUuqjXA2XKKaT+wLiKWlgvg64D9ZdmbEbGm3DW1ccK2uvUhSWrItMdrEfGnwDBwRUSM0r4L6n5gT0RsBl4Dbi3N9wE3ASPAW8BdAJl5OiLuA54r7e7NzHMX1++mfYfWYuCp8mCKPiRJDZk2NDLz9kkWre3SNoF7JtnOTmBnl/ph4Jou9de79SFJao6fCJckVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUrX++2PBUzjyN2cb/3vdkjSfGRqSNIsGG3rjeez+m3vSj6enJEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVm/ehERHrI+KViBiJiG1N748k9bN5HRoRcQnwFeBGYBVwe0SsanavJKl/zevQAK4DRjLz1cz8KfAYsKHhfZKkvjXfQ2MZcLxjfrTUJEkNmO9fWBhdavmuRhFbgC1ldiwiXplhf1cAP5zhugvWb/fhuPtxzOC4m96PuRRf7lo+n3H/vZpG8z00RoEVHfPLgRMTG2XmDmDHhXYWEYczc+hCt7PQ9OO4+3HM4Lib3o9em4txz/fTU88BKyPi6oi4FLgN2NvwPklS35rXRxqZOR4RnwX2A5cAOzPzxYZ3S5L61rwODYDM3Afs61F3F3yKa4Hqx3H345jBcfebWR93ZL7rurIkSV3N92sakqR5pC9DY7qvJomI90XEV8vyZyNisPd7ObsqxvyFiHgpIl6IiIMRUXX73XxX+zU0EfGZiMiIuCjusKkZd0T84/IzfzEi/qTX+zgXKn7P/25EPB0R3ym/6zc1sZ+zKSJ2RsSpiPjeJMsjIh4q/yYvRMS1F9RhZvbVg/YF9b8CfgG4FPgLYNWENr8F/EGZvg34atP73YMx/xrwd8r03Qt9zLXjLu0+CHwLOAQMNb3fPfp5rwS+Aywt81c2vd89GvcO4O4yvQo41vR+z8K4fxW4FvjeJMtvAp6i/bm3NcCzF9JfPx5p1Hw1yQZgV5l+HFgbEd0+aLhQTDvmzHw6M98qs4dofyZmoav9Gpr7gH8L/LiXOzeHasb9m8BXMvMMQGae6vE+zoWacSdwWZn+EF0+97XQZOa3gNNTNNkA7M62Q8CSiLhqpv31Y2jUfDXJ220ycxw4C1zek72bG+f7dSybab8zWeimHXdEfBxYkZlf7+WOzbGan/cvAb8UEX8WEYciYn3P9m7u1Iz7XwG/ERGjtO/K/Fxvdq1Rs/p1TPP+lts5UPPVJFVfX7KAVI8nIn4DGAL+4ZzuUW9MOe6IeA/wIHBnr3aoR2p+3oton6Iapn1U+T8j4prMfGOO920u1Yz7duDRzHwgIn4F+KMy7v8397vXmFn9/6wfjzRqvprk7TYRsYj2YexUh3/zXdXXsUTErwP/Evh0Zv6kR/s2l6Yb9weBa4BWRByjfb5370VwMbz2d/yJzPy/mfl94BXaIbKQ1Yx7M7AHIDOfAd5P+/uZLmZVr/9a/RgaNV9NshfYVKY/A3wzyxWlBWraMZfTNP+RdmBcDOe3YZpxZ+bZzLwiMwczc5D2tZxPZ+bhZnZ31tT8jv932jc/EBFX0D5d9WpP93L21Yz7NWAtQER8hHZo/G1P97L39gIby11Ua4CzmXlyphvru9NTOclXk0TEvcDhzNwLPEL7sHWE9hHGbc3t8YWrHPO/A34O+C/lmv9rmfnpxnZ6FlSO+6JTOe79wLqIeAn4GfDPMvP15vb6wlWOeyvwhxHxT2mforlzgb8hJCL+lPZpxivKtZrtwHsBMvMPaF+7uQkYAd4C7rqg/hb4v5ckqYf68fSUJGmGDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRV+/9yvgR31AK27gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.bounciness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.danceability.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.dyn_range_mean.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.energy.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.flatness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.instrumentalness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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sm0PDzMyyOTTMzCybQ8PMzLI5NMzMLJtDw8zMsjk0zMwsW8vQkPQhST+S9H8lHZH0v1L9KkkHJB2T9G1JF6X6B9N8f1q+sGFb96b6y5JubqgvS7V+Sesb6oV9mJlZOXK+I/yXwE0RMSTpA8A/S3oC+ArwUETskPS/gTXApvR8NiI+JmkV8DXgv0u6GlgFfBL4KPB/JP3X1Mc3gd8DBoCDknZHxEtp3aI+zCZs4frvl9LviY23ldKv2WRqeaQRdUNp9gPpEcBNwOOpvhVYkaaXp3nS8iWSlOo7IuKXEfEK0A9cnx79EXE8It4BdgDL0zrN+jAzsxJkXdOQNEPS88AZYB/wL8CbETGcmgwA89L0POAkQFp+Dri8sT5qnWb1y8fow8zMSpBzeoqI+BXwaUmzge8Cnyhqlp7VZFmzelFwjdX+10jqBXoBKpUKtVqtqFlLlVmwbtFw64bTULOxTfS1mmqGhoayx1LWz3iir/V4xtbMVB3zZIytmanwu9zOvynt+l3OCo0REfGmpBqwGJgtaWY6EpgPnErNBoAFwICkmcCHgcGG+ojGdYrqr4/Rx+j96gP6ALq7u6NarY5nWO96ZPsuHjw8rpdk2li3aLhwbCfuqLZ/Zy6AWq1G7s/9zrKuaUzwtR7P2JqZqmOejLE1U9aYGzX7vbsQ2vW7nHP31EfSEQaSZgGfBY4CTwKfT816gF1peneaJy3/YUREqq9Kd1ddBXQBPwIOAl3pTqmLqF8s353WadaHmZmVICcC5wJbJc2gHjI7I+J7kl4Cdkj6c+A5YHNqvxn4G0n91I8wVgFExBFJO4GXgGFgbTrthaQvAnuBGcCWiDiStvXVJn2YmVkJWoZGRLwAfKagfpz6nU+j678AVjbZ1gPAAwX1PcCe3D5s+pvs217XLRqeEqcjzDqd3xFuZmbZHBpmZpbNoWFmZtkcGmZmls2hYWZm2RwaZmaWzaFhZmbZHBpmZpbNoWFmZtkcGmZmls2hYWZm2RwaZmaWzaFhZmbZHBpmZpatM7+mzsymhFYfge+PtJ9+HBpmbTLR7xDxH1abSnx6yszMsuV8R/gCSU9KOirpiKR7Uv0ySfskHUvPc1Jdkh6W1C/pBUnXNmyrJ7U/JqmnoX6dpMNpnYclaaw+zMysHDlHGsPAuoj4BLAYWCvpamA9sD8iuoD9aR7gFqArPXqBTVAPAGADcAP1r3Dd0BACm1LbkfWWpXqzPszMrAQtQyMiTkfEs2n6LeAoMA9YDmxNzbYCK9L0cmBb1D0NzJY0F7gZ2BcRgxFxFtgHLEvLLo2IpyIigG2jtlXUh5mZlWBc1zQkLQQ+AxwAKhFxGurBAlyZms0DTjasNpBqY9UHCuqM0YeZmZUg++4pSb8B/APw5Yj4WbrsUNi0oBYTqGeT1Ev99BaVSoVarTae1d9VmVW/U6UTNRvbRF+r8zXZr/P78WfXCTp5bNDe8bXrdzkrNCR9gHpgbI+I76Tya5LmRsTpdIrpTKoPAAsaVp8PnEr16qh6LdXnF7Qfq4/3iIg+oA+gu7s7qtVqUbOWHtm+iwcPd+ZdyOsWDReO7cQd1fbvDEz6LaTNxtcJPLbpq53ja9fvcs7dUwI2A0cj4usNi3YDI3dA9QC7Guqr011Ui4Fz6dTSXmCppDnpAvhSYG9a9pakxamv1aO2VdSHmZmVICcCbwS+AByW9Hyq/RmwEdgpaQ3wKrAyLdsD3Ar0A28DdwFExKCk+4GDqd19ETGYpu8GHgVmAU+kB2P0YWZmJWgZGhHxzxRfdwBYUtA+gLVNtrUF2FJQPwRcU1B/o6gPMzMrh98RbmZm2RwaZmaWzaFhZmbZHBpmZpbNoWFmZtkcGmZmls2hYWZm2RwaZmaWzaFhZmbZHBpmZpbNoWFmZtkcGmZmls2hYWZm2RwaZmaWzaFhZmbZHBpmZpatc7+c17IsnOTv6jazzuYjDTMzy9YyNCRtkXRG0osNtcsk7ZN0LD3PSXVJelhSv6QXJF3bsE5Pan9MUk9D/TpJh9M6D0vSWH2YmVl5co40HgWWjaqtB/ZHRBewP80D3AJ0pUcvsAnqAQBsAG4Argc2NITAptR2ZL1lLfowM7OStAyNiPgnYHBUeTmwNU1vBVY01LdF3dPAbElzgZuBfRExGBFngX3AsrTs0oh4KiIC2DZqW0V9mJlZSSZ6IbwSEacBIuK0pCtTfR5wsqHdQKqNVR8oqI/Vx6+R1Ev9aIVKpUKtVpvYoGbBukXDE1p3quvksUFnj89jm77aOb6J/t0br8m+e0oFtZhAfVwiog/oA+ju7o5qtTreTQDwyPZdPHi4M28oW7douGPHBp09Po9t+mrn+E7cUW1LPxO9e+q1dGqJ9Hwm1QeABQ3t5gOnWtTnF9TH6sPMzEoy0dDYDYzcAdUD7Gqor053US0GzqVTTHuBpZLmpAvgS4G9adlbkhanu6ZWj9pWUR9mZlaSlsdNkh4DqsAVkgao3wW1EdgpaQ3wKrAyNd8D3Ar0A28DdwFExKCk+4GDqd19ETFycf1u6ndozQKeSA/G6MPMzErSMjQi4vYmi5YUtA1gbZPtbAG2FNQPAdcU1N8o6sPMzMrjd4SbmVk2h4aZmWVzaJiZWTaHhpmZZXNomJlZNoeGmZllc2iYmVk2h4aZmWVzaJiZWTaHhpmZZXNomJlZNoeGmZllc2iYmVk2h4aZmWVzaJiZWTaHhpmZZXNomJlZtikfGpKWSXpZUr+k9WXvj5nZ+9mUDg1JM4BvArcAVwO3S7q63L0yM3v/mtKhAVwP9EfE8Yh4B9gBLC95n8zM3rememjMA042zA+kmpmZlUARUfY+NCVpJXBzRPxBmv8CcH1EfGlUu16gN81+HHh5gl1eAbw+wXWnuk4eG3T2+Dy26Ws6je+/RMRHWjWa2Y49OQ8DwIKG+fnAqdGNIqIP6DvfziQdioju893OVNTJY4POHp/HNn114vim+umpg0CXpKskXQSsAnaXvE9mZu9bU/pIIyKGJX0R2AvMALZExJGSd8vM7H1rSocGQETsAfa0qbvzPsU1hXXy2KCzx+exTV8dN74pfSHczMymlql+TcPMzKYQh0bSqR9XImmBpCclHZV0RNI9Ze/TZJM0Q9Jzkr5X9r5MNkmzJT0u6cfpZ/jbZe/TZJH0x+nf5IuSHpP0obL36XxI2iLpjKQXG2qXSdon6Vh6nlPmPk4GhwYd/3Elw8C6iPgEsBhY20FjG3EPcLTsnbhAvgH8ICJ+C/gUHTJOSfOAPwK6I+Ia6je6rCp3r87bo8CyUbX1wP6I6AL2p/lpzaFR17EfVxIRpyPi2TT9FvU/Oh3zrnpJ84HbgG+VvS+TTdKlwO8CmwEi4p2IeLPcvZpUM4FZkmYCF1PwHqzpJCL+CRgcVV4ObE3TW4EVbd2pC8ChUfe++LgSSQuBzwAHyt2TSfWXwJ8C/1H2jlwAvwn8FPjrdPrtW5IuKXunJkNE/AT4C+BV4DRwLiL+sdy9uiAqEXEa6v+BA64seX/Om0OjTgW1jrqtTNJvAP8AfDkiflb2/kwGSb8PnImIZ8relwtkJnAtsCkiPgP8nA44vQGQzu0vB64CPgpcIul/lrtXlsOhUZf1cSXTlaQPUA+M7RHxnbL3ZxLdCHxO0gnqpxRvkvS35e7SpBoABiJi5Mjwceoh0gk+C7wSET+NiH8HvgP8Tsn7dCG8JmkuQHo+U/L+nDeHRl3HflyJJFE/J340Ir5e9v5Mpoi4NyLmR8RC6j+zH0ZEx/xvNSL+DTgp6eOptAR4qcRdmkyvAoslXZz+jS6hQy7yj7Ib6EnTPcCuEvdlUkz5d4S3Q4d/XMmNwBeAw5KeT7U/S++0t6nvS8D29J+Z48BdJe/PpIiIA5IeB56lfoffc0zzd09LegyoAldIGgA2ABuBnZLWUA/KleXt4eTwO8LNzCybT0+ZmVk2h4aZmWVzaJiZWTaHhpmZZXNomJlZNoeGmZllc2iYmVk2h4aZmWX7f6E4l+4B2nbwAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.key.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.liveness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.loudness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY0AAAD8CAYAAACLrvgBAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAFAlJREFUeJzt3X+QXWV9x/H3VyKaRhEE2aEJbegYOyIZFXcgHWfaVSws2CH8ARarEhzazFB0bE1bQ9sZWpAZbAe1dCg2LZkERwW0tWQkmqbIHdsOIMEfhB9lWJHCCmOqgZTIqF377R/3WXpd7+59sj/u2c19v2bu7D3f85zzPA+73E/Ojz0bmYkkSTVe1PQAJElLh6EhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKnasqYHMN+OO+64XL169ay2/cEPfsCKFSvmd0CLnHMeDM758DfX+d53333fy8xX9Wp32IXG6tWr2bNnz6y2bbVajIyMzO+AFjnnPBic8+FvrvONiP+saefpKUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVK1qt8Ij4jHgeeAnwATmTkcEa8EbgFWA48D78jMZyIigL8CzgGeBy7OzK+V/WwA/rTs9sOZub3U3wRsA5YDO4EPZGZO18ecZrwIrd58e2N9b1o7wcUN9P/4NW/ve5+S5u5QjjTekplvyMzhsrwZuCMz1wB3lGWAs4E15bURuAGgBMAVwOnAacAVEXFM2eaG0nZyu9EefUiSGjCX01Prge3l/XbgvI76Tdl2N3B0RJwAnAXszsz95WhhNzBa1h2VmXdlZgI3TdlXtz4kSQ2oDY0E/jki7ouIjaU2lJlPA5Svx5f6SuDJjm3HS22m+niX+kx9SJIaUPuU2zdn5lMRcTywOyL+Y4a20aWWs6hXK0G2EWBoaIhWq3Uom7/g4MGDs952Ljatneh7n5OGljfTfxP/nSc19X1uknM+/PVrvlWhkZlPla/7IuLztK9JfDciTsjMp8sppn2l+ThwYsfmq4CnSn1kSr1V6qu6tGeGPqaObwuwBWB4eDhn+3jgph6l3MSF6Emb1k5w7d7+PyH/8XeN9L3PSYP2yGxwzoOgX/PteXoqIlZExMsn3wNnAg8AO4ANpdkG4LbyfgdwUbStAw6UU0u7gDMj4phyAfxMYFdZ91xErCt3Xl00ZV/d+pAkNaDmn5hDwOfbn+csAz6dmV+KiHuBWyPiEuAJ4ILSfift223HaN9y+16AzNwfEVcB95Z2V2bm/vL+Uv7/ltsvlhfANdP0IUlqQM/QyMzHgNd3qX8fOKNLPYHLptnXVmBrl/oe4JTaPiRJzfA3wiVJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVVvW9AA0mFZvvr2xvreNrmisb2mp80hDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRV8zEi0gDY+50DXNzAo1sev+btfe9TC6v6SCMijoiIr0fEF8rySRFxT0Q8GhG3RMSRpf6SsjxW1q/u2Mflpf5IRJzVUR8ttbGI2NxR79qHJKkZh3Kk8QHgYeCosvwR4GOZeXNEfAK4BLihfH0mM18dEReWdr8ZEScDFwKvA34e+JeIeE3Z1/XArwPjwL0RsSMzH5qhD0lLgA+mPPxUHWlExCrg7cDfl+UA3gp8rjTZDpxX3q8vy5T1Z5T264GbM/NHmfltYAw4rbzGMvOxzPwxcDOwvkcfkqQG1B5pfBz4I+DlZflY4NnMnCjL48DK8n4l8CRAZk5ExIHSfiVwd8c+O7d5ckr99B59/JSI2AhsBBgaGqLValVO66cdPHhw1tvOxaa1E70bLZCh5c3234Smvs9N8vt8+OvXfHuGRkT8BrAvM++LiJHJcpem2WPddPVuRzsztf/ZYuYWYAvA8PBwjoyMdGvWU6vVYrbbzkUTFygnbVo7wbV7B+t+iG2jKxr5Pjfprz91m9/nw1y/Pr9qforeDJwbEecAL6V9TePjwNERsawcCawCnirtx4ETgfGIWAa8AtjfUZ/UuU23+vdm6EOaNe8kkmavZ2hk5uXA5QDlSOMPMvNdEfFZ4Hza1yA2ALeVTXaU5bvK+i9nZkbEDuDTEfFR2hfC1wBfpX1EsSYiTgK+Q/ti+W+Vbe6cpg9pyWnyovCmtY11rcPMXH6570PAByNijPb1hxtL/Ubg2FL/ILAZIDMfBG4FHgK+BFyWmT8pRxHvA3bRvjvr1tJ2pj4kSQ04pJOcmdkCWuX9Y7TvfJra5ofABdNsfzVwdZf6TmBnl3rXPiRJzfAxIpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqjZYfzRY0sDwz/ouDI80JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUrWdoRMRLI+KrEfHNiHgwIv681E+KiHsi4tGIuCUijiz1l5TlsbJ+dce+Li/1RyLirI76aKmNRcTmjnrXPiRJzag50vgR8NbMfD3wBmA0ItYBHwE+lplrgGeAS0r7S4BnMvPVwMdKOyLiZOBC4HXAKPA3EXFERBwBXA+cDZwMvLO0ZYY+JEkN6Bka2XawLL64vBJ4K/C5Ut8OnFfery/LlPVnRESU+s2Z+aPM/DYwBpxWXmOZ+Vhm/hi4GVhftpmuD0lSA6quaZQjgm8A+4DdwLeAZzNzojQZB1aW9yuBJwHK+gPAsZ31KdtMVz92hj4kSQ2o+hvhmfkT4A0RcTTweeC13ZqVrzHNuunq3YJrpvY/IyI2AhsBhoaGaLVa3Zr1dPDgwVlvOxeb1k70brRAhpY3238TnPNgaGrOTXyGQP8+v6pCY1JmPhsRLWAdcHRELCtHAquAp0qzceBEYDwilgGvAPZ31Cd1btOt/r0Z+pg6ri3AFoDh4eEcGRk5lGm9oNVqMdtt5+Lizbf3vc9Jm9ZOcO3eQ/oxWPKc82Boas6Pv2uk731C/z6/au6eelU5wiAilgNvAx4G7gTOL802ALeV9zvKMmX9lzMzS/3CcnfVScAa4KvAvcCacqfUkbQvlu8o20zXhySpATUxfAKwvdzl9CLg1sz8QkQ8BNwcER8Gvg7cWNrfCHwyIsZoH2FcCJCZD0bErcBDwARwWTntRUS8D9gFHAFszcwHy74+NE0fkqQG9AyNzLwfeGOX+mO073yaWv8hcME0+7oauLpLfSews7YPSVIz/I1wSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklSt5m+ES5Iqrd58eyP9bhtd0Zd+PNKQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFXrGRoRcWJE3BkRD0fEgxHxgVJ/ZUTsjohHy9djSj0i4rqIGIuI+yPi1I59bSjtH42IDR31N0XE3rLNdRERM/UhSWpGzZHGBLApM18LrAMui4iTgc3AHZm5BrijLAOcDawpr43ADdAOAOAK4HTgNOCKjhC4obSd3G601KfrQ5LUgJ6hkZlPZ+bXyvvngIeBlcB6YHtpth04r7xfD9yUbXcDR0fECcBZwO7M3J+ZzwC7gdGy7qjMvCszE7hpyr669SFJasAhXdOIiNXAG4F7gKHMfBrawQIcX5qtBJ7s2Gy81Gaqj3epM0MfkqQGVP/lvoh4GfAPwO9l5n+Xyw5dm3ap5Szq1SJiI+3TWwwNDdFqtQ5l8xccPHhw1tvOxaa1E33vc9LQ8mb7b4JzHgyDNud+fX5VhUZEvJh2YHwqM/+xlL8bESdk5tPlFNO+Uh8HTuzYfBXwVKmPTKm3Sn1Vl/Yz9fFTMnMLsAVgeHg4R0ZGujXrqdVqMdtt5+Lihv48JLT/p7p272D91V/nPBgGbc7bRlf05fOr5u6pAG4EHs7Mj3as2gFM3gG1Abito35RuYtqHXCgnFraBZwZEceUC+BnArvKuuciYl3p66Ip++rWhySpATUx/GbgPcDeiPhGqf0xcA1wa0RcAjwBXFDW7QTOAcaA54H3AmTm/oi4Cri3tLsyM/eX95cC24DlwBfLixn6kCQ1oGdoZOa/0f26A8AZXdoncNk0+9oKbO1S3wOc0qX+/W59SJKa4W+ES5KqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmqZmhIkqoZGpKkaoaGJKmaoSFJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqZqhIUmq1jM0ImJrROyLiAc6aq+MiN0R8Wj5ekypR0RcFxFjEXF/RJzasc2G0v7RiNjQUX9TROwt21wXETFTH5Kk5tQcaWwDRqfUNgN3ZOYa4I6yDHA2sKa8NgI3QDsAgCuA04HTgCs6QuCG0nZyu9EefUiSGtIzNDLzK8D+KeX1wPbyfjtwXkf9pmy7Gzg6Ik4AzgJ2Z+b+zHwG2A2MlnVHZeZdmZnATVP21a0PSVJDls1yu6HMfBogM5+OiONLfSXwZEe78VKbqT7epT5THz8jIjbSPlphaGiIVqs1q0kdPHhw1tvOxaa1E33vc9LQ8mb7b4JzHgyDNud+fX7NNjSmE11qOYv6IcnMLcAWgOHh4RwZGTnUXQDQarWY7bZzcfHm2/ve56RNaye4du98/xgsbs55MAzanLeNrujL59ds7576bjm1RPm6r9THgRM72q0CnupRX9WlPlMfkqSGzDY0dgCTd0BtAG7rqF9U7qJaBxwop5h2AWdGxDHlAviZwK6y7rmIWFfumrpoyr669SFJakjPY7eI+AwwAhwXEeO074K6Brg1Ii4BngAuKM13AucAY8DzwHsBMnN/RFwF3FvaXZmZkxfXL6V9h9Zy4IvlxQx9SJIa0jM0MvOd06w6o0vbBC6bZj9bga1d6nuAU7rUv9+tD0lSc/yNcElSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUG5y+UVNj7nQON/kEkSVrsPNKQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUMDUlSNUNDklTN0JAkVTM0JEnVDA1JUjVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdUWfWhExGhEPBIRYxGxuenxSNIgW9ShERFHANcDZwMnA++MiJObHZUkDa5FHRrAacBYZj6WmT8GbgbWNzwmSRpYiz00VgJPdiyPl5okqQGRmU2PYVoRcQFwVmb+dll+D3BaZr5/SruNwMay+MvAI7Ps8jjge7PcdqlyzoPBOR/+5jrfX8zMV/VqtGwOHfTDOHBix/Iq4KmpjTJzC7Blrp1FxJ7MHJ7rfpYS5zwYnPPhr1/zXeynp+4F1kTESRFxJHAhsKPhMUnSwFrURxqZORER7wN2AUcAWzPzwYaHJUkDa1GHBkBm7gR29qm7OZ/iWoKc82Bwzoe/vsx3UV8IlyQtLov9moYkaREZyNDo9WiSiHhJRNxS1t8TEav7P8r5VTHnD0bEQxFxf0TcERG/2MQ451PtI2gi4vyIyIhY0nfa1Mw3It5Rvs8PRsSn+z3G+Vbxc/0LEXFnRHy9/Gyf08Q451NEbI2IfRHxwDTrIyKuK/9N7o+IU+d1AJk5UC/aF9S/BfwScCTwTeDkKW1+F/hEeX8hcEvT4+7DnN8C/Fx5f+kgzLm0eznwFeBuYLjpcS/w93gN8HXgmLJ8fNPj7sOctwCXlvcnA483Pe55mPevAqcCD0yz/hzgi0AA64B75rP/QTzSqHk0yXpge3n/OeCMiIg+jnG+9ZxzZt6Zmc+Xxbtp/07MUlb7CJqrgL8AftjPwS2Amvn+DnB9Zj4DkJn7+jzG+VYz5wSOKu9fQZff81pqMvMrwP4ZmqwHbsq2u4GjI+KE+ep/EEOj5tEkL7TJzAngAHBsX0a3MA71cSyX0P6XylLWc84R8UbgxMz8Qj8HtkBqvsevAV4TEf8eEXdHxGjfRrcwaub8Z8C7I2Kc9l2Y7+fwt6CPX1r0t9wugG5HDFNvIatps5RUzyci3g0MA7+2oCNaeDPOOSJeBHwMuLhfA1pgNd/jZbRPUY3QPpL814g4JTOfXeCxLZSaOb8T2JaZ10bErwCfLHP+34UfXmMW9PNrEI80ah5N8kKbiFhG+7B2psPBxa7qcSwR8TbgT4BzM/NHfRrbQuk155cDpwCtiHic9rnfHUv4Ynjtz/Vtmfk/mflt2s9oW9On8S2EmjlfAtwKkJl3AS+l/Yymw1nV/++zNYihUfNokh3AhvL+fODLWa4wLVE951xO1fwt7cBY6ue6ocecM/NAZh6XmaszczXt6zjnZuaeZoY7ZzU/1/9E+4YHIuI42qerHuvrKOdXzZyfAM4AiIjX0g6N/+rrKPtvB3BRuYtqHXAgM5+er50P3OmpnObRJBFxJbAnM3cAN9I+jB2jfYRxYXMjnrvKOf8l8DLgs+Wa/xOZeW5jg56jyjkfNirnuws4MyIeAn4C/GFmfr+5Uc9N5Zw3AX8XEb9P+xTNxUv8H4BExGdon2I8rlyruQJ4MUBmfoL2tZtzgDHgeeC989r/Ev/vJ0nqo0E8PSVJmiVDQ5JUzdCQJFUzNCRJ1QwNSVI1Q0OSVM3QkCRVMzQkSdX+DwyeGSOwX8MeAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.mechanism.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZMAAAD8CAYAAACyyUlaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAE+ZJREFUeJzt3X+s3XV9x/Hne1QYQxSw466h3YpZTewgQ7iBLiTbVRa4sMRiAluJSkFiDcI2N7ZY3R8QkAS3oBHjYHU0LQYFhjoaKesa5IS5AFIE+TnGFRu40oBQrFSirPjeH+dz4XA9vefc8+k9h+N9PpKT8z3v8/l8P5/P7aWvfn+cQ2QmkiTV+I1BT0CSNPwME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1RZ0ahARS4DrgN8Bfgmsy8wvRMQlwEeBH5emn87MzaXPp4DzgFeBv8rMLaU+DnwB2A/418y8otSPBG4ADgO+B3w4M1+JiAPK2McBLwB/kZnbZxpjbxYuXJhLly7t4kfyq372s59x0EEH9dR3WLnm+cE1zw81a77vvvuez8zf7tgwM2d8AIuAY8v2wcD/AsuBS4C/a9N+OfB94ADgSOAHNMNjv7L9TmD/0mZ56XMTsKpsXwOcX7Y/DlxTtlcBN840xkzrOO6447JXd9xxR899h5Vrnh9c8/xQs2ZgW3bIiczsfJorM3dk5vfK9kvAY8ARM3RZCdyQmb/IzB8CE8Dx5TGRmU9m5is0j0RWRkQA7wNuLv03Aqe37Gtj2b4ZOKm039sYkqQB6Hiaq1VELAXeA9wDnAhcGBFnA9uAizLzRZpBc3dLt0leD5+np9VPAN4B/CQz97Rpf8RUn8zcExG7SvuZxmid7xpgDcDIyAiNRmM2y33N7t27e+47rFzz/OCa54d+rLnrMImItwJfBz6RmT+NiKuBy4Asz1cCHwGiTfek/cX+nKE9M7w3U5/XC5nrgHUAo6OjOTY21qZbZ41Gg177DivXPD+45vmhH2vu6m6uiHgLzSC5PjO/AZCZz2bmq5n5S+DLvH6aaRJY0tJ9MfDMDPXngUMiYsG0+hv2Vd5/O7Bzhn1JkgagY5iUaxTXAo9l5uda6otamn0AeLhsbwJWRcQB5S6tZcB3gXuBZRFxZETsT/OC+qZygecO4IzSfzVwS8u+VpftM4Bvl/Z7G0OSNADdnOY6Efgw8FBEPFBqnwbOiohjaJ5e2g58DCAzH4mIm4BHgT3ABZn5KkBEXAhsoXln1/rMfKTs75PADRHxGeB+muFFef5KREzQPCJZ1WkMSVL/dQyTzPwO7a9RbJ6hz+XA5W3qm9v1y8wnaXM3Vmb+HDhzNmNIkvrPT8BLkqoZJpKkarP6nIkkqTdL1946sLE3jM/918d4ZCJJqmaYSJKqGSaSpGqGiSSpmmEiSapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqGiSSpmmEiSapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqGiSSpmmEiSapmmEiSqhkmkqRqHcMkIpZExB0R8VhEPBIRf13qh0XE1oh4ojwfWuoREVdFxEREPBgRx7bsa3Vp/0RErG6pHxcRD5U+V0VE9DqGJKn/ujky2QNclJnvBlYAF0TEcmAtcHtmLgNuL68BTgWWlcca4GpoBgNwMXACcDxw8VQ4lDZrWvqNl/qsxpAkDUbHMMnMHZn5vbL9EvAYcASwEthYmm0ETi/bK4Hrsulu4JCIWAScAmzNzJ2Z+SKwFRgv770tM+/KzASum7av2YwhSRqABbNpHBFLgfcA9wAjmbkDmoETEYeXZkcAT7d0myy1meqTber0MMaOafNdQ/PIhZGRERqNxmyW+5rdu3f33HdYueb5wTX3z0VH7+n7mFP6seauwyQi3gp8HfhEZv60XNZo27RNLXuozzidbvpk5jpgHcDo6GiOjY112G17jUaDXvsOK9c8P7jm/jln7a19H3PKhvGD5nzNXd3NFRFvoRkk12fmN0r52alTS+X5uVKfBJa0dF8MPNOhvrhNvZcxJEkD0M3dXAFcCzyWmZ9reWsTMHVH1mrglpb62eWOqxXArnKqagtwckQcWi68nwxsKe+9FBErylhnT9vXbMaQJA1AN6e5TgQ+DDwUEQ+U2qeBK4CbIuI84CngzPLeZuA0YAJ4GTgXIDN3RsRlwL2l3aWZubNsnw9sAA4EbisPZjuGJGkwOoZJZn6H9tcoAE5q0z6BC/ayr/XA+jb1bcBRbeovzHYMSVL/+Ql4SVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUrWOYRIR6yPiuYh4uKV2SUT8KCIeKI/TWt77VERMRMTjEXFKS3281CYiYm1L/ciIuCcinoiIGyNi/1I/oLyeKO8v7TSGJGkwujky2QCMt6l/PjOPKY/NABGxHFgF/EHp888RsV9E7Ad8CTgVWA6cVdoCfLbsaxnwInBeqZ8HvJiZvw98vrTb6xizW7YkaV/qGCaZeSews8v9rQRuyMxfZOYPgQng+PKYyMwnM/MV4AZgZUQE8D7g5tJ/I3B6y742lu2bgZNK+72NIUkakJprJhdGxIPlNNihpXYE8HRLm8lS21v9HcBPMnPPtPob9lXe31Xa721fkqQBWdBjv6uBy4Asz1cCHwGiTdukfWjlDO2Z4b2Z+rxBRKwB1gCMjIzQaDTaNeto9+7dPfcdVq55fnDN/XPR0Xs6N5oj/VhzT2GSmc9ObUfEl4FvlZeTwJKWpouBZ8p2u/rzwCERsaAcfbS2n9rXZEQsAN5O83TbTGNMn+c6YB3A6Ohojo2NzWqdUxqNBr32HVaueX5wzf1zztpb+z7mlA3jB835mns6zRURi1pefgCYutNrE7Cq3Il1JLAM+C5wL7Cs3Lm1P80L6JsyM4E7gDNK/9XALS37Wl22zwC+XdrvbQxJ0oB0PDKJiK8BY8DCiJgELgbGIuIYmqeXtgMfA8jMRyLiJuBRYA9wQWa+WvZzIbAF2A9Yn5mPlCE+CdwQEZ8B7geuLfVrga9ExATNI5JVncaQJA1GxzDJzLPalK9tU5tqfzlweZv6ZmBzm/qTtLkbKzN/Dpw5mzEkSYPhJ+AlSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdV6/T8tzisP/WjXwP7HNtuv+LOBjCtJs+GRiSSpmmEiSapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqGiSSpmmEiSapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkah3DJCLWR8RzEfFwS+2wiNgaEU+U50NLPSLiqoiYiIgHI+LYlj6rS/snImJ1S/24iHio9LkqIqLXMSRJg9HNkckGYHxabS1we2YuA24vrwFOBZaVxxrgamgGA3AxcAJwPHDxVDiUNmta+o33MoYkaXA6hklm3gnsnFZeCWws2xuB01vq12XT3cAhEbEIOAXYmpk7M/NFYCswXt57W2belZkJXDdtX7MZQ5I0IL1eMxnJzB0A5fnwUj8CeLql3WSpzVSfbFPvZQxJ0oAs2Mf7iza17KHeyxi/2jBiDc1TYYyMjNBoNDrsur2RA+Gio/f01LdWr3OutXv37oGNPSiueX4Y1JoH9XcI9GfNvYbJsxGxKDN3lFNMz5X6JLCkpd1i4JlSH5tWb5T64jbtexnjV2TmOmAdwOjoaI6NjbVr1tEXr7+FKx/a17nbne0fHBvIuI1Gg15/XsPKNc8Pg1rzOWtv7fuYUzaMHzTna+71NNcmYOqOrNXALS31s8sdVyuAXeUU1Rbg5Ig4tFx4PxnYUt57KSJWlLu4zp62r9mMIUkakI7/3I6Ir9E8qlgYEZM078q6ArgpIs4DngLOLM03A6cBE8DLwLkAmbkzIi4D7i3tLs3MqYv659O8Y+xA4LbyYLZjSJIGp2OYZOZZe3nrpDZtE7hgL/tZD6xvU98GHNWm/sJsx5AkDYafgJckVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdWqwiQitkfEQxHxQERsK7XDImJrRDxRng8t9YiIqyJiIiIejIhjW/azurR/IiJWt9SPK/ufKH1jpjEkSYOxL45M3puZx2TmaHm9Frg9M5cBt5fXAKcCy8pjDXA1NIMBuBg4ATgeuLglHK4ubaf6jXcYQ5I0AHNxmmslsLFsbwROb6lfl013A4dExCLgFGBrZu7MzBeBrcB4ee9tmXlXZiZw3bR9tRtDkjQAtWGSwH9GxH0RsabURjJzB0B5PrzUjwCebuk7WWoz1Sfb1GcaQ5I0AAsq+5+Ymc9ExOHA1oj4nxnaRpta9lDvWgm4NQAjIyM0Go3ZdH/NyIFw0dF7eupbq9c519q9e/fAxh4U1zw/DGrNg/o7BPqz5qowycxnyvNzEfFNmtc8no2IRZm5o5yqeq40nwSWtHRfDDxT6mPT6o1SX9ymPTOMMX1+64B1AKOjozk2NtauWUdfvP4WrnyoNnd7s/2DYwMZt9Fo0OvPa1i55vlhUGs+Z+2tfR9zyobxg+Z8zT2f5oqIgyLi4Klt4GTgYWATMHVH1mrglrK9CTi73NW1AthVTlFtAU6OiEPLhfeTgS3lvZciYkW5i+vsaftqN4YkaQBq/rk9Anyz3K27APhqZv5HRNwL3BQR5wFPAWeW9puB04AJ4GXgXIDM3BkRlwH3lnaXZubOsn0+sAE4ELitPACu2MsYkqQB6DlMMvNJ4A/b1F8ATmpTT+CCvexrPbC+TX0bcFS3Y0iSBsNPwEuSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqGiSSpmmEiSapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqGiSSpmmEiSapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGpDHSYRMR4Rj0fERESsHfR8JGm+GtowiYj9gC8BpwLLgbMiYvlgZyVJ89PQhglwPDCRmU9m5ivADcDKAc9JkualYQ6TI4CnW15Plpokqc8WDHoCFaJNLd/QIGINsKa83B0Rj/c41kLg+R77VonPDmJUYIBrHiDXPD/MuzW/97NVa/69bhoNc5hMAktaXi8GnmltkJnrgHW1A0XEtswcrd3PMHHN84Nrnh/6seZhPs11L7AsIo6MiP2BVcCmAc9JkualoT0yycw9EXEhsAXYD1ifmY8MeFqSNC8NbZgAZOZmYHMfhqo+VTaEXPP84Jrnhzlfc2Rm51aSJM1gmK+ZSJLeJAyTFp2+niUiDoiIG8v790TE0v7Pct/qYs1/GxGPRsSDEXF7RHR1m+CbWbdfwxMRZ0RERsTQ3/nTzZoj4s/Ln/UjEfHVfs9xX+vid/t3I+KOiLi//H6fNoh57isRsT4inouIh/fyfkTEVeXn8WBEHLtPJ5CZPpqn+vYDfgC8E9gf+D6wfFqbjwPXlO1VwI2Dnncf1vxe4LfK9vnzYc2l3cHAncDdwOig592HP+dlwP3AoeX14YOedx/WvA44v2wvB7YPet6Va/5j4Fjg4b28fxpwG83P6K0A7tmX43tk8rpuvp5lJbCxbN8MnBQR7T48OSw6rjkz78jMl8vLu2l+nmeYdfs1PJcB/wj8vJ+TmyPdrPmjwJcy80WAzHyuz3Pc17pZcwJvK9tvZ9rn1IZNZt4J7JyhyUrgumy6GzgkIhbtq/ENk9d18/Usr7XJzD3ALuAdfZnd3JjtV9KcR/NfNsOs45oj4j3Aksz8Vj8nNoe6+XN+F/CuiPjviLg7Isb7Nru50c2aLwE+FBGTNO8K/cv+TG1g5vQrqIb61uB9rOPXs3TZZph0vZ6I+BAwCvzJnM5o7s245oj4DeDzwDn9mlAfdPPnvIDmqa4xmkef/xURR2XmT+Z4bnOlmzWfBWzIzCsj4o+Ar5Q1/3LupzcQc/r3l0cmr+v49SytbSJiAc1D45kOK9/sulkzEfGnwD8A78/MX/RpbnOl05oPBo4CGhGxnea55U1DfhG+29/tWzLz/zLzh8DjNMNlWHWz5vOAmwAy8y7gN2l+b9evq67+e++VYfK6br6eZROwumyfAXw7y5WtIdVxzeWUz7/QDJJhP48OHdacmbsyc2FmLs3MpTSvE70/M7cNZrr7RDe/2/9O82YLImIhzdNeT/Z1lvtWN2t+CjgJICLeTTNMftzXWfbXJuDsclfXCmBXZu7YVzv3NFeRe/l6loi4FNiWmZuAa2keCk/QPCJZNbgZ1+tyzf8EvBX4t3KvwVOZ+f6BTbpSl2v+tdLlmrcAJ0fEo8CrwN9n5guDm3WdLtd8EfDliPgbmqd7zhnmfxxGxNdonqZcWK4DXQy8BSAzr6F5Xeg0YAJ4GTh3n44/xD87SdKbhKe5JEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRV+3+UOBODPuPZggAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf['mode'].hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.organism.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.speechiness.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.tempo.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.time_signature.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.valence.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_0.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_1.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_2.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_3.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_4.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_5.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_6.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf.acoustic_vector_7.hist();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "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": "3.6.7"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}