spotify_sparsematrix_classifer (1).ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hi\n"
     ]
    }
   ],
   "source": [
    "print('hi')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10000\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/software/anaconda3/4.2.0/lib/python3.5/site-packages/ipykernel/__main__.py:14: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import scipy as sp\n",
    "\n",
    "df = pd.read_csv(r'ratingdf_likescore.csv')\n",
    "print(len(df))\n",
    "\n",
    "df2 = df[['session_id','track_id','rating']]\n",
    "\n",
    "\n",
    "\n",
    "df2['rating_round'] = df2['rating'].round()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id</th>\n",
       "      <th>track_id</th>\n",
       "      <th>rating</th>\n",
       "      <th>rating_round</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0_00006f66-33e5-4de7-a324-2d18e439fc1e</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0_00079a23-1600-486a-91bd-5208be0c745a</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>0.9</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0_012b0fb4-0cc3-429f-9a78-cc6e622153fb</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0_013cc010-c476-4ad2-8972-73449e0b2ef4</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>2.3</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0_01a5f0dc-9938-48c9-92f1-c7e51f34d290</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               session_id  \\\n",
       "0  0_00006f66-33e5-4de7-a324-2d18e439fc1e   \n",
       "1  0_00079a23-1600-486a-91bd-5208be0c745a   \n",
       "2  0_012b0fb4-0cc3-429f-9a78-cc6e622153fb   \n",
       "3  0_013cc010-c476-4ad2-8972-73449e0b2ef4   \n",
       "4  0_01a5f0dc-9938-48c9-92f1-c7e51f34d290   \n",
       "\n",
       "                                 track_id  rating  rating_round  \n",
       "0  t_0479f24c-27d2-46d6-a00c-7ec928f2b539     4.0           4.0  \n",
       "1  t_0479f24c-27d2-46d6-a00c-7ec928f2b539     0.9           1.0  \n",
       "2  t_0479f24c-27d2-46d6-a00c-7ec928f2b539     3.0           3.0  \n",
       "3  t_0479f24c-27d2-46d6-a00c-7ec928f2b539     2.3           2.0  \n",
       "4  t_0479f24c-27d2-46d6-a00c-7ec928f2b539     2.5           2.0  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "df3 = df2.drop(['rating'], axis = 1) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id</th>\n",
       "      <th>track_id</th>\n",
       "      <th>rating_round</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0_00006f66-33e5-4de7-a324-2d18e439fc1e</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0_00079a23-1600-486a-91bd-5208be0c745a</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0_012b0fb4-0cc3-429f-9a78-cc6e622153fb</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0_013cc010-c476-4ad2-8972-73449e0b2ef4</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0_01a5f0dc-9938-48c9-92f1-c7e51f34d290</td>\n",
       "      <td>t_0479f24c-27d2-46d6-a00c-7ec928f2b539</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               session_id  \\\n",
       "0  0_00006f66-33e5-4de7-a324-2d18e439fc1e   \n",
       "1  0_00079a23-1600-486a-91bd-5208be0c745a   \n",
       "2  0_012b0fb4-0cc3-429f-9a78-cc6e622153fb   \n",
       "3  0_013cc010-c476-4ad2-8972-73449e0b2ef4   \n",
       "4  0_01a5f0dc-9938-48c9-92f1-c7e51f34d290   \n",
       "\n",
       "                                 track_id  rating_round  \n",
       "0  t_0479f24c-27d2-46d6-a00c-7ec928f2b539           4.0  \n",
       "1  t_0479f24c-27d2-46d6-a00c-7ec928f2b539           1.0  \n",
       "2  t_0479f24c-27d2-46d6-a00c-7ec928f2b539           3.0  \n",
       "3  t_0479f24c-27d2-46d6-a00c-7ec928f2b539           2.0  \n",
       "4  t_0479f24c-27d2-46d6-a00c-7ec928f2b539           2.0  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df3.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Memory usage is 1.12 MB\n"
     ]
    }
   ],
   "source": [
    "BYTES_TO_MB_DIV = 0.000001\n",
    "def print_memory_usage_of_data_frame(df2):\n",
    "    mem = round(df.memory_usage().sum() * BYTES_TO_MB_DIV, 3) \n",
    "    print(\"Memory usage is \" + str(mem) + \" MB\")\n",
    "    \n",
    "print_memory_usage_of_data_frame(df3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(10000, 13226)\n",
      "Memory usage is 1.12 MB\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rating_round</th>\n",
       "      <th>session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e</th>\n",
       "      <th>session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f</th>\n",
       "      <th>session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a</th>\n",
       "      <th>session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc</th>\n",
       "      <th>session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130</th>\n",
       "      <th>session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298</th>\n",
       "      <th>session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6</th>\n",
       "      <th>session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c</th>\n",
       "      <th>session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b</th>\n",
       "      <th>...</th>\n",
       "      <th>track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74</th>\n",
       "      <th>track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21</th>\n",
       "      <th>track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24</th>\n",
       "      <th>track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a</th>\n",
       "      <th>track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de</th>\n",
       "      <th>track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054</th>\n",
       "      <th>track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2</th>\n",
       "      <th>track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0</th>\n",
       "      <th>track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2</th>\n",
       "      <th>track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 13226 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   rating_round  session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e  \\\n",
       "0           4.0                                                1.0   \n",
       "1           1.0                                                0.0   \n",
       "2           3.0                                                0.0   \n",
       "3           2.0                                                0.0   \n",
       "4           2.0                                                0.0   \n",
       "\n",
       "   session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "                        ...                         \\\n",
       "0                       ...                          \n",
       "1                       ...                          \n",
       "2                       ...                          \n",
       "3                       ...                          \n",
       "4                       ...                          \n",
       "\n",
       "   track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593  \n",
       "0                                              0.0  \n",
       "1                                              0.0  \n",
       "2                                              0.0  \n",
       "3                                              0.0  \n",
       "4                                              0.0  \n",
       "\n",
       "[5 rows x 13226 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_one_hot = pd.get_dummies(df3, columns=['session_id', 'track_id'])\n",
    "\n",
    "print(data_one_hot.shape)\n",
    "print_memory_usage_of_data_frame(data_one_hot)\n",
    "\n",
    "data_one_hot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10000, 13226)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_one_hot.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_one_hot2 = data_one_hot.drop({'rating_round'},axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e</th>\n",
       "      <th>session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f</th>\n",
       "      <th>session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a</th>\n",
       "      <th>session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc</th>\n",
       "      <th>session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130</th>\n",
       "      <th>session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298</th>\n",
       "      <th>session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6</th>\n",
       "      <th>session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c</th>\n",
       "      <th>session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b</th>\n",
       "      <th>session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082</th>\n",
       "      <th>...</th>\n",
       "      <th>track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74</th>\n",
       "      <th>track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21</th>\n",
       "      <th>track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24</th>\n",
       "      <th>track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a</th>\n",
       "      <th>track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de</th>\n",
       "      <th>track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054</th>\n",
       "      <th>track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2</th>\n",
       "      <th>track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0</th>\n",
       "      <th>track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2</th>\n",
       "      <th>track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 13225 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e  \\\n",
       "0                                                1.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "                        ...                         \\\n",
       "0                       ...                          \n",
       "1                       ...                          \n",
       "2                       ...                          \n",
       "3                       ...                          \n",
       "4                       ...                          \n",
       "\n",
       "   track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593  \n",
       "0                                              0.0  \n",
       "1                                              0.0  \n",
       "2                                              0.0  \n",
       "3                                              0.0  \n",
       "4                                              0.0  \n",
       "\n",
       "[5 rows x 13225 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_one_hot2.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10000, 13225)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_one_hot2.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_one_hot_sparse = data_one_hot2.to_sparse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e</th>\n",
       "      <th>session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f</th>\n",
       "      <th>session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a</th>\n",
       "      <th>session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc</th>\n",
       "      <th>session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130</th>\n",
       "      <th>session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298</th>\n",
       "      <th>session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6</th>\n",
       "      <th>session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c</th>\n",
       "      <th>session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b</th>\n",
       "      <th>session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082</th>\n",
       "      <th>...</th>\n",
       "      <th>track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74</th>\n",
       "      <th>track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21</th>\n",
       "      <th>track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24</th>\n",
       "      <th>track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a</th>\n",
       "      <th>track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de</th>\n",
       "      <th>track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054</th>\n",
       "      <th>track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2</th>\n",
       "      <th>track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0</th>\n",
       "      <th>track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2</th>\n",
       "      <th>track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9970</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9971</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9972</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9973</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9974</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9975</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9976</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9979</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9980</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9981</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9982</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9983</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9984</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9985</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9986</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9987</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9988</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9989</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9990</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9991</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9992</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9993</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9994</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9995</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9996</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9997</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9998</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9999</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10000 rows × 13225 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e  \\\n",
       "0                                                   1.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "      session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082  \\\n",
       "0                                                   0.0   \n",
       "1                                                   0.0   \n",
       "2                                                   0.0   \n",
       "3                                                   0.0   \n",
       "4                                                   0.0   \n",
       "5                                                   0.0   \n",
       "6                                                   0.0   \n",
       "7                                                   0.0   \n",
       "8                                                   0.0   \n",
       "9                                                   0.0   \n",
       "10                                                  0.0   \n",
       "11                                                  0.0   \n",
       "12                                                  0.0   \n",
       "13                                                  0.0   \n",
       "14                                                  0.0   \n",
       "15                                                  0.0   \n",
       "16                                                  0.0   \n",
       "17                                                  0.0   \n",
       "18                                                  0.0   \n",
       "19                                                  0.0   \n",
       "20                                                  0.0   \n",
       "21                                                  0.0   \n",
       "22                                                  0.0   \n",
       "23                                                  0.0   \n",
       "24                                                  0.0   \n",
       "25                                                  0.0   \n",
       "26                                                  0.0   \n",
       "27                                                  0.0   \n",
       "28                                                  0.0   \n",
       "29                                                  0.0   \n",
       "...                                                 ...   \n",
       "9970                                                0.0   \n",
       "9971                                                0.0   \n",
       "9972                                                0.0   \n",
       "9973                                                0.0   \n",
       "9974                                                0.0   \n",
       "9975                                                0.0   \n",
       "9976                                                0.0   \n",
       "9977                                                0.0   \n",
       "9978                                                0.0   \n",
       "9979                                                0.0   \n",
       "9980                                                0.0   \n",
       "9981                                                0.0   \n",
       "9982                                                0.0   \n",
       "9983                                                0.0   \n",
       "9984                                                0.0   \n",
       "9985                                                0.0   \n",
       "9986                                                0.0   \n",
       "9987                                                0.0   \n",
       "9988                                                0.0   \n",
       "9989                                                0.0   \n",
       "9990                                                0.0   \n",
       "9991                                                0.0   \n",
       "9992                                                0.0   \n",
       "9993                                                0.0   \n",
       "9994                                                0.0   \n",
       "9995                                                0.0   \n",
       "9996                                                0.0   \n",
       "9997                                                0.0   \n",
       "9998                                                0.0   \n",
       "9999                                                0.0   \n",
       "\n",
       "                           ...                         \\\n",
       "0                          ...                          \n",
       "1                          ...                          \n",
       "2                          ...                          \n",
       "3                          ...                          \n",
       "4                          ...                          \n",
       "5                          ...                          \n",
       "6                          ...                          \n",
       "7                          ...                          \n",
       "8                          ...                          \n",
       "9                          ...                          \n",
       "10                         ...                          \n",
       "11                         ...                          \n",
       "12                         ...                          \n",
       "13                         ...                          \n",
       "14                         ...                          \n",
       "15                         ...                          \n",
       "16                         ...                          \n",
       "17                         ...                          \n",
       "18                         ...                          \n",
       "19                         ...                          \n",
       "20                         ...                          \n",
       "21                         ...                          \n",
       "22                         ...                          \n",
       "23                         ...                          \n",
       "24                         ...                          \n",
       "25                         ...                          \n",
       "26                         ...                          \n",
       "27                         ...                          \n",
       "28                         ...                          \n",
       "29                         ...                          \n",
       "...                        ...                          \n",
       "9970                       ...                          \n",
       "9971                       ...                          \n",
       "9972                       ...                          \n",
       "9973                       ...                          \n",
       "9974                       ...                          \n",
       "9975                       ...                          \n",
       "9976                       ...                          \n",
       "9977                       ...                          \n",
       "9978                       ...                          \n",
       "9979                       ...                          \n",
       "9980                       ...                          \n",
       "9981                       ...                          \n",
       "9982                       ...                          \n",
       "9983                       ...                          \n",
       "9984                       ...                          \n",
       "9985                       ...                          \n",
       "9986                       ...                          \n",
       "9987                       ...                          \n",
       "9988                       ...                          \n",
       "9989                       ...                          \n",
       "9990                       ...                          \n",
       "9991                       ...                          \n",
       "9992                       ...                          \n",
       "9993                       ...                          \n",
       "9994                       ...                          \n",
       "9995                       ...                          \n",
       "9996                       ...                          \n",
       "9997                       ...                          \n",
       "9998                       ...                          \n",
       "9999                       ...                          \n",
       "\n",
       "      track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              1.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2  \\\n",
       "0                                                 0.0   \n",
       "1                                                 0.0   \n",
       "2                                                 0.0   \n",
       "3                                                 0.0   \n",
       "4                                                 0.0   \n",
       "5                                                 0.0   \n",
       "6                                                 0.0   \n",
       "7                                                 0.0   \n",
       "8                                                 0.0   \n",
       "9                                                 0.0   \n",
       "10                                                0.0   \n",
       "11                                                0.0   \n",
       "12                                                0.0   \n",
       "13                                                0.0   \n",
       "14                                                0.0   \n",
       "15                                                0.0   \n",
       "16                                                0.0   \n",
       "17                                                0.0   \n",
       "18                                                0.0   \n",
       "19                                                0.0   \n",
       "20                                                0.0   \n",
       "21                                                0.0   \n",
       "22                                                0.0   \n",
       "23                                                0.0   \n",
       "24                                                0.0   \n",
       "25                                                0.0   \n",
       "26                                                0.0   \n",
       "27                                                0.0   \n",
       "28                                                0.0   \n",
       "29                                                0.0   \n",
       "...                                               ...   \n",
       "9970                                              0.0   \n",
       "9971                                              0.0   \n",
       "9972                                              0.0   \n",
       "9973                                              0.0   \n",
       "9974                                              0.0   \n",
       "9975                                              0.0   \n",
       "9976                                              0.0   \n",
       "9977                                              0.0   \n",
       "9978                                              0.0   \n",
       "9979                                              0.0   \n",
       "9980                                              0.0   \n",
       "9981                                              0.0   \n",
       "9982                                              0.0   \n",
       "9983                                              0.0   \n",
       "9984                                              0.0   \n",
       "9985                                              0.0   \n",
       "9986                                              0.0   \n",
       "9987                                              0.0   \n",
       "9988                                              0.0   \n",
       "9989                                              0.0   \n",
       "9990                                              0.0   \n",
       "9991                                              0.0   \n",
       "9992                                              0.0   \n",
       "9993                                              0.0   \n",
       "9994                                              0.0   \n",
       "9995                                              0.0   \n",
       "9996                                              0.0   \n",
       "9997                                              0.0   \n",
       "9998                                              0.0   \n",
       "9999                                              0.0   \n",
       "\n",
       "      track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593  \n",
       "0                                                 0.0  \n",
       "1                                                 0.0  \n",
       "2                                                 0.0  \n",
       "3                                                 0.0  \n",
       "4                                                 0.0  \n",
       "5                                                 0.0  \n",
       "6                                                 0.0  \n",
       "7                                                 0.0  \n",
       "8                                                 0.0  \n",
       "9                                                 0.0  \n",
       "10                                                0.0  \n",
       "11                                                0.0  \n",
       "12                                                0.0  \n",
       "13                                                0.0  \n",
       "14                                                0.0  \n",
       "15                                                0.0  \n",
       "16                                                0.0  \n",
       "17                                                0.0  \n",
       "18                                                0.0  \n",
       "19                                                0.0  \n",
       "20                                                0.0  \n",
       "21                                                0.0  \n",
       "22                                                0.0  \n",
       "23                                                0.0  \n",
       "24                                                0.0  \n",
       "25                                                0.0  \n",
       "26                                                0.0  \n",
       "27                                                0.0  \n",
       "28                                                0.0  \n",
       "29                                                0.0  \n",
       "...                                               ...  \n",
       "9970                                              0.0  \n",
       "9971                                              0.0  \n",
       "9972                                              0.0  \n",
       "9973                                              0.0  \n",
       "9974                                              0.0  \n",
       "9975                                              0.0  \n",
       "9976                                              0.0  \n",
       "9977                                              0.0  \n",
       "9978                                              0.0  \n",
       "9979                                              0.0  \n",
       "9980                                              0.0  \n",
       "9981                                              0.0  \n",
       "9982                                              0.0  \n",
       "9983                                              0.0  \n",
       "9984                                              0.0  \n",
       "9985                                              0.0  \n",
       "9986                                              0.0  \n",
       "9987                                              0.0  \n",
       "9988                                              0.0  \n",
       "9989                                              0.0  \n",
       "9990                                              0.0  \n",
       "9991                                              0.0  \n",
       "9992                                              0.0  \n",
       "9993                                              0.0  \n",
       "9994                                              0.0  \n",
       "9995                                              0.0  \n",
       "9996                                              0.0  \n",
       "9997                                              0.0  \n",
       "9998                                              0.0  \n",
       "9999                                              0.0  \n",
       "\n",
       "[10000 rows x 13225 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_one_hot_sparse"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "rating_df = data_one_hot[['rating_round']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rating_round</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   rating_round\n",
       "0           4.0\n",
       "1           1.0\n",
       "2           3.0\n",
       "3           2.0\n",
       "4           2.0"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rating_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Memory usage is 1.12 MB\n",
      "Memory usage is 1.12 MB\n"
     ]
    }
   ],
   "source": [
    "y = data_one_hot['rating_round']\n",
    "X = data_one_hot[data_one_hot.columns.difference(['rating_round'])]\n",
    "y_sparse = data_one_hot['rating_round']\n",
    "X_sparse = data_one_hot[data_one_hot.columns.difference(['rating_round'])]\n",
    "print_memory_usage_of_data_frame(X)\n",
    "print_memory_usage_of_data_frame(X_sparse)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e</th>\n",
       "      <th>session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f</th>\n",
       "      <th>session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a</th>\n",
       "      <th>session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc</th>\n",
       "      <th>session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130</th>\n",
       "      <th>session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298</th>\n",
       "      <th>session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6</th>\n",
       "      <th>session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c</th>\n",
       "      <th>session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b</th>\n",
       "      <th>session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082</th>\n",
       "      <th>...</th>\n",
       "      <th>track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74</th>\n",
       "      <th>track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21</th>\n",
       "      <th>track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24</th>\n",
       "      <th>track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a</th>\n",
       "      <th>track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de</th>\n",
       "      <th>track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054</th>\n",
       "      <th>track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2</th>\n",
       "      <th>track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0</th>\n",
       "      <th>track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2</th>\n",
       "      <th>track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 13225 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e  \\\n",
       "0                                                1.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "   session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082  \\\n",
       "0                                                0.0   \n",
       "1                                                0.0   \n",
       "2                                                0.0   \n",
       "3                                                0.0   \n",
       "4                                                0.0   \n",
       "\n",
       "                        ...                         \\\n",
       "0                       ...                          \n",
       "1                       ...                          \n",
       "2                       ...                          \n",
       "3                       ...                          \n",
       "4                       ...                          \n",
       "\n",
       "   track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2  \\\n",
       "0                                              0.0   \n",
       "1                                              0.0   \n",
       "2                                              0.0   \n",
       "3                                              0.0   \n",
       "4                                              0.0   \n",
       "\n",
       "   track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593  \n",
       "0                                              0.0  \n",
       "1                                              0.0  \n",
       "2                                              0.0  \n",
       "3                                              0.0  \n",
       "4                                              0.0  \n",
       "\n",
       "[5 rows x 13225 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_sparse.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "vector_dict = {'Pandas dataframe': [X,y],'Sparse pandas dataframe': [X_sparse, y_sparse]}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "vector_dict = pd.DataFrame(vector_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Pandas dataframe</th>\n",
       "      <th>Sparse pandas dataframe</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>session_id_0_00006f66-33e5-4de7-a324-2d1...</td>\n",
       "      <td>session_id_0_00006f66-33e5-4de7-a324-2d1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0       4.0\n",
       "1       1.0\n",
       "2       3.0\n",
       "3       2....</td>\n",
       "      <td>0       4.0\n",
       "1       1.0\n",
       "2       3.0\n",
       "3       2....</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    Pandas dataframe  \\\n",
       "0        session_id_0_00006f66-33e5-4de7-a324-2d1...   \n",
       "1  0       4.0\n",
       "1       1.0\n",
       "2       3.0\n",
       "3       2....   \n",
       "\n",
       "                             Sparse pandas dataframe  \n",
       "0        session_id_0_00006f66-33e5-4de7-a324-2d1...  \n",
       "1  0       4.0\n",
       "1       1.0\n",
       "2       3.0\n",
       "3       2....  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vector_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from sklearn import metrics\n",
    "import time\n",
    "from sklearn.cross_validation import train_test_split\n",
    "for key, item in vector_dict.items():\n",
    "    \n",
    "    #print(key)\n",
    "    \n",
    "    start = time.time()\n",
    "    X_train, X_test, y_train, y_test = train_test_split(item[0], item[1], test_size=0.3, random_state=42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e</th>\n",
       "      <th>session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f</th>\n",
       "      <th>session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a</th>\n",
       "      <th>session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc</th>\n",
       "      <th>session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130</th>\n",
       "      <th>session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298</th>\n",
       "      <th>session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6</th>\n",
       "      <th>session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c</th>\n",
       "      <th>session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b</th>\n",
       "      <th>session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082</th>\n",
       "      <th>...</th>\n",
       "      <th>track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74</th>\n",
       "      <th>track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21</th>\n",
       "      <th>track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24</th>\n",
       "      <th>track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a</th>\n",
       "      <th>track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de</th>\n",
       "      <th>track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054</th>\n",
       "      <th>track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2</th>\n",
       "      <th>track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0</th>\n",
       "      <th>track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2</th>\n",
       "      <th>track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9069</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2603</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7738</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1579</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5058</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 13225 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      session_id_0_00006f66-33e5-4de7-a324-2d18e439fc1e  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_0000a72b-09ac-412f-b452-9b9e79bded8f  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_00010fc5-b79e-4cdf-bc4c-f140d0f99a3a  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_00016a3d-9076-4f67-918f-f29e3ce160dc  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_00018b58-deb8-4f98-ac5e-d7e01b346130  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_00027db1-ffe5-4b00-8eeb-8d8188451298  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_00029482-6542-4d3e-bb9e-ffc988f58bd6  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_0002fbb5-29c2-4d54-9636-e6d15e77b58c  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_00030fe3-298d-4930-8534-fc5a9b82971b  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "      session_id_0_0003ac37-c70a-47a6-b9dc-b8b163826082  \\\n",
       "9069                                                0.0   \n",
       "2603                                                0.0   \n",
       "7738                                                0.0   \n",
       "1579                                                0.0   \n",
       "5058                                                0.0   \n",
       "\n",
       "                           ...                         \\\n",
       "9069                       ...                          \n",
       "2603                       ...                          \n",
       "7738                       ...                          \n",
       "1579                       ...                          \n",
       "5058                       ...                          \n",
       "\n",
       "      track_id_t_ffb7ca71-83d3-46f3-a579-d2630476ab74  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffc37789-d3ce-4aa6-8e89-067ab0f18b21  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffc47bd8-2feb-4f10-8f33-d9b2a9916a24  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffc7e0ca-abdd-41e4-849d-9c4077e5fc0a  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffc9bec7-76fb-43e2-8b82-1bcdeb7ff3de  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffcb69c4-ff37-4715-8b74-0d8ba7a62054  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffce5f0c-85f8-48e9-8d19-476b13ced5b2  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffd25283-d868-4ace-a8e4-6c210bf56fe0  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffd5b4a5-60c7-43b1-9a5c-bf43491dc7d2  \\\n",
       "9069                                              0.0   \n",
       "2603                                              0.0   \n",
       "7738                                              0.0   \n",
       "1579                                              0.0   \n",
       "5058                                              0.0   \n",
       "\n",
       "      track_id_t_ffe8cf3c-0862-4d08-bf52-1ba574bf7593  \n",
       "9069                                              0.0  \n",
       "2603                                              0.0  \n",
       "7738                                              0.0  \n",
       "1579                                              0.0  \n",
       "5058                                              0.0  \n",
       "\n",
       "[5 rows x 13225 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_train.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9069    0.0\n",
       "2603    0.0\n",
       "7738    1.0\n",
       "1579   -1.0\n",
       "5058    3.0\n",
       "Name: rating_round, dtype: float64"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy: 0.24\n",
      "Precision_score: [ 0.29605263  0.22181373  0.          0.3625731   0.32467532  0.        ]\n",
      "Recall_score: [ 0.16042781  0.87299035  0.          0.09642302  0.0410509   0.        ]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/software/anaconda3/4.2.0/lib/python3.5/site-packages/sklearn/metrics/classification.py:1074: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples.\n",
      "  'precision', 'predicted', average, warn_for)\n"
     ]
    }
   ],
   "source": [
    "clf = DecisionTreeClassifier(max_depth=None, max_leaf_nodes=20)\n",
    "\n",
    "from sklearn import tree\n",
    "clf.fit(X_train, y_train)\n",
    "y_pred = clf.predict(X_test)\n",
    "print(\"Accuracy:\",metrics.accuracy_score(y_test, y_pred))\n",
    "print(\"Precision_score:\",metrics.precision_score(y_test, y_pred,average = None))\n",
    "print(\"Recall_score:\",metrics.recall_score(y_test, y_pred,average = None))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-0.  1.  3. ...,  2. -0. -1.]\n"
     ]
    }
   ],
   "source": [
    "from sklearn import svm\n",
    "model = svm.SVC(kernel='rbf', C=1E6)\n",
    "model.fit(X_train, y_train)\n",
    "y_pred = model.predict(X_test)\n",
    "print(y_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([-0.,  1.,  3., ...,  2., -0., -1.])"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_pred"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy: 0.239\n",
      "Precision_score: [ 0.24801587  0.24407039  0.08661417  0.24587459  0.26117647  0.06451613]\n",
      "Recall_score: [ 0.2228164   0.51286174  0.02813299  0.23172628  0.18226601  0.01149425]\n"
     ]
    }
   ],
   "source": [
    "print(\"Accuracy:\",metrics.accuracy_score(y_test, y_pred))\n",
    "print(\"Precision_score:\",metrics.precision_score(y_test, y_pred,average = None))\n",
    "print(\"Recall_score:\",metrics.recall_score(y_test, y_pred,average = None))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (Anaconda 4.2.0)",
   "language": "python",
   "name": "anaconda3-4.2.0"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}