Dwell_times_alternate_plots.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>.container { width:100% !important; }</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pickle as pickle\n",
    "import seaborn as sns\n",
    "from IPython.core.display import display, HTML\n",
    "display(HTML(\"<style>.container { width:100% !important; }</style>\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          Date                  MAC Space00  dwell00  Space1  dwell1  Space2  \\\n",
      "38  2017-12-01 -3190646203368694242   STORE       10   STORE    13.0   STORE   \n",
      "47  2017-12-01 -3179391220073838541   STORE        0   STORE     2.0   STORE   \n",
      "52  2017-12-01 -3361362079696780803   STORE        2   STORE     3.0   STORE   \n",
      "66  2017-12-01 -5480427668429567245   STORE        0   OTHER     6.0   OTHER   \n",
      "83  2017-12-01 -4502787887458951171   STORE        2   STORE     3.0   STORE   \n",
      "\n",
      "    dwell2  Space3  dwell3       ...        idle2  idle3 idle4  idle5 idle6  \\\n",
      "38     2.0   STORE     0.0       ...            0      0     0      1     1   \n",
      "47    14.0   STORE     1.0       ...            0      0     1      0     0   \n",
      "52     4.0   STORE     0.0       ...            0      1     1      1     1   \n",
      "66     1.0   OTHER     3.0       ...            1      1     1      1     1   \n",
      "83     5.0   STORE     5.0       ...            0      0     1      1     1   \n",
      "\n",
      "    idle7              dateok      Time hod  interval_of_day  \n",
      "38      1 2017-12-01 20:01:20  20:01:20  20            night  \n",
      "47      1 2017-12-01 20:01:40  20:01:40  20            night  \n",
      "52      1 2017-12-01 20:01:40  20:01:40  20            night  \n",
      "66      0 2017-12-01 20:02:20  20:02:20  20            night  \n",
      "83      0 2017-12-01 20:02:50  20:02:50  20            night  \n",
      "\n",
      "[5 rows x 58 columns]\n"
     ]
    }
   ],
   "source": [
    "df_customer_journey = pd.read_pickle('./cust_journey.pickle')\n",
    "print(df_customer_journey.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# df_customer_journey.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Date</th>\n",
       "      <th>MAC</th>\n",
       "      <th>Space00</th>\n",
       "      <th>dwell00</th>\n",
       "      <th>Space1</th>\n",
       "      <th>dwell1</th>\n",
       "      <th>Space2</th>\n",
       "      <th>dwell2</th>\n",
       "      <th>Space3</th>\n",
       "      <th>dwell3</th>\n",
       "      <th>...</th>\n",
       "      <th>idle2</th>\n",
       "      <th>idle3</th>\n",
       "      <th>idle4</th>\n",
       "      <th>idle5</th>\n",
       "      <th>idle6</th>\n",
       "      <th>idle7</th>\n",
       "      <th>dateok</th>\n",
       "      <th>Time</th>\n",
       "      <th>hod</th>\n",
       "      <th>interval_of_day</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-3190646203368694242</td>\n",
       "      <td>STORE</td>\n",
       "      <td>10</td>\n",
       "      <td>STORE</td>\n",
       "      <td>13.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:01:20</td>\n",
       "      <td>20:01:20</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-3179391220073838541</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>14.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:01:40</td>\n",
       "      <td>20:01:40</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-3361362079696780803</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>4.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:01:40</td>\n",
       "      <td>20:01:40</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-5480427668429567245</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>6.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>1.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:02:20</td>\n",
       "      <td>20:02:20</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-4502787887458951171</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>5.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:02:50</td>\n",
       "      <td>20:02:50</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>4841791676214092387</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1</td>\n",
       "      <td>STORE</td>\n",
       "      <td>5.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:03:30</td>\n",
       "      <td>20:03:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>8358314298049893884</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:04:50</td>\n",
       "      <td>20:04:50</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>1322739155431497324</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:04:50</td>\n",
       "      <td>20:04:50</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-5632635172663340798</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>42.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:06:20</td>\n",
       "      <td>20:06:20</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-9037601284304271449</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:06:30</td>\n",
       "      <td>20:06:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>277944349989111611</td>\n",
       "      <td>STORE</td>\n",
       "      <td>5</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>1.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>28.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:07:30</td>\n",
       "      <td>20:07:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-4475685973930294045</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:07:30</td>\n",
       "      <td>20:07:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-2146761446034496817</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:07:50</td>\n",
       "      <td>20:07:50</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>8084537258552152954</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:08:10</td>\n",
       "      <td>20:08:10</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>2511518461570221039</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>4.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>21.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:08:20</td>\n",
       "      <td>20:08:20</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-5698519493064106625</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:11:10</td>\n",
       "      <td>20:11:10</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>5825760290086201860</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1</td>\n",
       "      <td>STORE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>4.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:13:30</td>\n",
       "      <td>20:13:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>1202843135615204066</td>\n",
       "      <td>STORE</td>\n",
       "      <td>6</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>7.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:13:30</td>\n",
       "      <td>20:13:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>-7904329683889186473</td>\n",
       "      <td>STORE</td>\n",
       "      <td>1</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0.0</td>\n",
       "      <td>OTHER</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2017-12-01 20:13:40</td>\n",
       "      <td>20:13:40</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466</th>\n",
       "      <td>2017-12-01</td>\n",
       "      <td>2478784176405658787</td>\n",
       "      <td>STORE</td>\n",
       "      <td>0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>15.0</td>\n",
       "      <td>STORE</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2017-12-01 20:16:30</td>\n",
       "      <td>20:16:30</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>20 rows × 58 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Date                  MAC Space00  dwell00  Space1  dwell1  Space2  \\\n",
       "38   2017-12-01 -3190646203368694242   STORE       10   STORE    13.0   STORE   \n",
       "47   2017-12-01 -3179391220073838541   STORE        0   STORE     2.0   STORE   \n",
       "52   2017-12-01 -3361362079696780803   STORE        2   STORE     3.0   STORE   \n",
       "66   2017-12-01 -5480427668429567245   STORE        0   OTHER     6.0   OTHER   \n",
       "83   2017-12-01 -4502787887458951171   STORE        2   STORE     3.0   STORE   \n",
       "101  2017-12-01  4841791676214092387   STORE        1   STORE     5.0   STORE   \n",
       "140  2017-12-01  8358314298049893884   STORE        0   STORE     0.0   STORE   \n",
       "141  2017-12-01  1322739155431497324   STORE        2   STORE     3.0   STORE   \n",
       "182  2017-12-01 -5632635172663340798   OTHER        0   STORE    42.0   STORE   \n",
       "191  2017-12-01 -9037601284304271449   STORE        3   OTHER     0.0   STORE   \n",
       "218  2017-12-01   277944349989111611   STORE        5   OTHER     1.0   STORE   \n",
       "219  2017-12-01 -4475685973930294045   OTHER        0   STORE     0.0   STORE   \n",
       "231  2017-12-01 -2146761446034496817   STORE        2   STORE     0.0   STORE   \n",
       "241  2017-12-01  8084537258552152954   STORE        2   STORE     3.0   STORE   \n",
       "245  2017-12-01  2511518461570221039   STORE        2   STORE     1.0   STORE   \n",
       "313  2017-12-01 -5698519493064106625   STORE        1   STORE     2.0   OTHER   \n",
       "379  2017-12-01  5825760290086201860   STORE        1   STORE     3.0   STORE   \n",
       "386  2017-12-01  1202843135615204066   STORE        6   STORE     2.0   OTHER   \n",
       "389  2017-12-01 -7904329683889186473   STORE        1   STORE     0.0   STORE   \n",
       "466  2017-12-01  2478784176405658787   STORE        0   STORE     2.0   STORE   \n",
       "\n",
       "     dwell2  Space3  dwell3       ...        idle2  idle3 idle4  idle5 idle6  \\\n",
       "38      2.0   STORE     0.0       ...            0      0     0      1     1   \n",
       "47     14.0   STORE     1.0       ...            0      0     1      0     0   \n",
       "52      4.0   STORE     0.0       ...            0      1     1      1     1   \n",
       "66      1.0   OTHER     3.0       ...            1      1     1      1     1   \n",
       "83      5.0   STORE     5.0       ...            0      0     1      1     1   \n",
       "101     0.0   STORE    10.0       ...            0      0     1      0     0   \n",
       "140     1.0   STORE     1.0       ...            0      0     0      1     1   \n",
       "141     2.0   STORE     3.0       ...            0      0     1      0     0   \n",
       "182     0.0   STORE     0.0       ...            0      0     1      1     1   \n",
       "191     2.0   OTHER     5.0       ...            1      1     1      0     1   \n",
       "218     1.0   STORE    28.0       ...            0      1     1      0     0   \n",
       "219     0.0   STORE     1.0       ...            0      0     0      1     1   \n",
       "231     1.0   OTHER     3.0       ...            1      1     0      1     0   \n",
       "241     2.0   STORE     0.0       ...            0      0     0      1     1   \n",
       "245     4.0   OTHER    21.0       ...            1      1     1      1     0   \n",
       "313     0.0   STORE     0.0       ...            0      1     1      0     1   \n",
       "379     4.0   STORE     0.0       ...            0      1     1      1     1   \n",
       "386     7.0   STORE     1.0       ...            0      1     1      0     0   \n",
       "389     0.0   OTHER     5.0       ...            1      0     1      1     1   \n",
       "466    15.0   STORE     2.0       ...            0      1     1      1     1   \n",
       "\n",
       "     idle7              dateok      Time hod  interval_of_day  \n",
       "38       1 2017-12-01 20:01:20  20:01:20  20            night  \n",
       "47       1 2017-12-01 20:01:40  20:01:40  20            night  \n",
       "52       1 2017-12-01 20:01:40  20:01:40  20            night  \n",
       "66       0 2017-12-01 20:02:20  20:02:20  20            night  \n",
       "83       0 2017-12-01 20:02:50  20:02:50  20            night  \n",
       "101      1 2017-12-01 20:03:30  20:03:30  20            night  \n",
       "140      1 2017-12-01 20:04:50  20:04:50  20            night  \n",
       "141      1 2017-12-01 20:04:50  20:04:50  20            night  \n",
       "182      1 2017-12-01 20:06:20  20:06:20  20            night  \n",
       "191      0 2017-12-01 20:06:30  20:06:30  20            night  \n",
       "218      0 2017-12-01 20:07:30  20:07:30  20            night  \n",
       "219      1 2017-12-01 20:07:30  20:07:30  20            night  \n",
       "231      0 2017-12-01 20:07:50  20:07:50  20            night  \n",
       "241      1 2017-12-01 20:08:10  20:08:10  20            night  \n",
       "245      0 2017-12-01 20:08:20  20:08:20  20            night  \n",
       "313      0 2017-12-01 20:11:10  20:11:10  20            night  \n",
       "379      1 2017-12-01 20:13:30  20:13:30  20            night  \n",
       "386      1 2017-12-01 20:13:30  20:13:30  20            night  \n",
       "389      1 2017-12-01 20:13:40  20:13:40  20            night  \n",
       "466      0 2017-12-01 20:16:30  20:16:30  20            night  \n",
       "\n",
       "[20 rows x 58 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_customer_journey.head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# df_customer_journey.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "first = df_customer_journey[['dwell00', 'dwell1']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>dwell00</th>\n",
       "      <th>dwell1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>38</td>\n",
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       "      <td>13.0</td>\n",
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       "      <th>1</th>\n",
       "      <td>47</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
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       "      <td>52</td>\n",
       "      <td>2</td>\n",
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       "      <th>3</th>\n",
       "      <td>66</td>\n",
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       "      <td>6.0</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>83</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>101</td>\n",
       "      <td>1</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>140</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>141</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>191</td>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>218</td>\n",
       "      <td>5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>231</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>241</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
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       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>245</td>\n",
       "      <td>2</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>313</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>379</td>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>386</td>\n",
       "      <td>6</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>389</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>466</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>483</td>\n",
       "      <td>1</td>\n",
       "      <td>36.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>508</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>510</td>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>535</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>551</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>569</td>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>724</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>730</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
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       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>753</td>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
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       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>769</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>9995</th>\n",
       "      <td>99713</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9996</th>\n",
       "      <td>99718</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9997</th>\n",
       "      <td>99722</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9998</th>\n",
       "      <td>99734</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9999</th>\n",
       "      <td>99736</td>\n",
       "      <td>4</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10000</th>\n",
       "      <td>99759</td>\n",
       "      <td>3</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10001</th>\n",
       "      <td>99765</td>\n",
       "      <td>2</td>\n",
       "      <td>59.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10002</th>\n",
       "      <td>99789</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10003</th>\n",
       "      <td>99808</td>\n",
       "      <td>3</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10004</th>\n",
       "      <td>99812</td>\n",
       "      <td>1</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10005</th>\n",
       "      <td>99849</td>\n",
       "      <td>12</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10006</th>\n",
       "      <td>99862</td>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10007</th>\n",
       "      <td>99865</td>\n",
       "      <td>10</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10008</th>\n",
       "      <td>99876</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10009</th>\n",
       "      <td>99878</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10010</th>\n",
       "      <td>99888</td>\n",
       "      <td>4</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10011</th>\n",
       "      <td>99917</td>\n",
       "      <td>1</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10012</th>\n",
       "      <td>99919</td>\n",
       "      <td>14</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10013</th>\n",
       "      <td>99930</td>\n",
       "      <td>4</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10014</th>\n",
       "      <td>99931</td>\n",
       "      <td>26</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10015</th>\n",
       "      <td>99935</td>\n",
       "      <td>1</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10016</th>\n",
       "      <td>99944</td>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10017</th>\n",
       "      <td>99946</td>\n",
       "      <td>13</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10018</th>\n",
       "      <td>99950</td>\n",
       "      <td>3</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10019</th>\n",
       "      <td>99953</td>\n",
       "      <td>1</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10020</th>\n",
       "      <td>99964</td>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10021</th>\n",
       "      <td>99975</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10022</th>\n",
       "      <td>99984</td>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10023</th>\n",
       "      <td>99990</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10024</th>\n",
       "      <td>99996</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10025 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       index  dwell00  dwell1\n",
       "0         38       10    13.0\n",
       "1         47        0     2.0\n",
       "2         52        2     3.0\n",
       "3         66        0     6.0\n",
       "4         83        2     3.0\n",
       "5        101        1     5.0\n",
       "6        140        0     0.0\n",
       "7        141        2     3.0\n",
       "8        182        0    42.0\n",
       "9        191        3     0.0\n",
       "10       218        5     1.0\n",
       "11       219        0     0.0\n",
       "12       231        2     0.0\n",
       "13       241        2     3.0\n",
       "14       245        2     1.0\n",
       "15       313        1     2.0\n",
       "16       379        1     3.0\n",
       "17       386        6     2.0\n",
       "18       389        1     0.0\n",
       "19       466        0     2.0\n",
       "20       483        1    36.0\n",
       "21       508        0     1.0\n",
       "22       510        1     1.0\n",
       "23       535        0     2.0\n",
       "24       551        0     0.0\n",
       "25       569        1     1.0\n",
       "26       724        0     0.0\n",
       "27       730        0     1.0\n",
       "28       753        1     1.0\n",
       "29       769        1     0.0\n",
       "...      ...      ...     ...\n",
       "9995   99713        2     0.0\n",
       "9996   99718        0     4.0\n",
       "9997   99722        1     0.0\n",
       "9998   99734        2     0.0\n",
       "9999   99736        4     2.0\n",
       "10000  99759        3    25.0\n",
       "10001  99765        2    59.0\n",
       "10002  99789        0     3.0\n",
       "10003  99808        3     6.0\n",
       "10004  99812        1     5.0\n",
       "10005  99849       12    12.0\n",
       "10006  99862        3     4.0\n",
       "10007  99865       10    12.0\n",
       "10008  99876        3     1.0\n",
       "10009  99878        2     0.0\n",
       "10010  99888        4     2.0\n",
       "10011  99917        1    11.0\n",
       "10012  99919       14     1.0\n",
       "10013  99930        4     1.0\n",
       "10014  99931       26     0.0\n",
       "10015  99935        1     6.0\n",
       "10016  99944        1     3.0\n",
       "10017  99946       13     3.0\n",
       "10018  99950        3    20.0\n",
       "10019  99953        1     4.0\n",
       "10020  99964        4     0.0\n",
       "10021  99975        0     0.0\n",
       "10022  99984        4     3.0\n",
       "10023  99990        0     2.0\n",
       "10024  99996        0     0.0\n",
       "\n",
       "[10025 rows x 3 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "first.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dwell00</th>\n",
       "      <th>dwell1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>10</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>1</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>0</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>2</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>6</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466</th>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>483</th>\n",
       "      <td>1</td>\n",
       "      <td>36.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>508</th>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>510</th>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>569</th>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>724</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>730</th>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>753</th>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>769</th>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99713</th>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99718</th>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99722</th>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99734</th>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99736</th>\n",
       "      <td>4</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99759</th>\n",
       "      <td>3</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99765</th>\n",
       "      <td>2</td>\n",
       "      <td>59.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99789</th>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99808</th>\n",
       "      <td>3</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99812</th>\n",
       "      <td>1</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99849</th>\n",
       "      <td>12</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99862</th>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99865</th>\n",
       "      <td>10</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99876</th>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99878</th>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99888</th>\n",
       "      <td>4</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99917</th>\n",
       "      <td>1</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99919</th>\n",
       "      <td>14</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99930</th>\n",
       "      <td>4</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99931</th>\n",
       "      <td>26</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99935</th>\n",
       "      <td>1</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99944</th>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99946</th>\n",
       "      <td>13</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99950</th>\n",
       "      <td>3</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99953</th>\n",
       "      <td>1</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99964</th>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99975</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99984</th>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99990</th>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99996</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10025 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       dwell00  dwell1\n",
       "38          10    13.0\n",
       "47           0     2.0\n",
       "52           2     3.0\n",
       "66           0     6.0\n",
       "83           2     3.0\n",
       "101          1     5.0\n",
       "140          0     0.0\n",
       "141          2     3.0\n",
       "182          0    42.0\n",
       "191          3     0.0\n",
       "218          5     1.0\n",
       "219          0     0.0\n",
       "231          2     0.0\n",
       "241          2     3.0\n",
       "245          2     1.0\n",
       "313          1     2.0\n",
       "379          1     3.0\n",
       "386          6     2.0\n",
       "389          1     0.0\n",
       "466          0     2.0\n",
       "483          1    36.0\n",
       "508          0     1.0\n",
       "510          1     1.0\n",
       "535          0     2.0\n",
       "551          0     0.0\n",
       "569          1     1.0\n",
       "724          0     0.0\n",
       "730          0     1.0\n",
       "753          1     1.0\n",
       "769          1     0.0\n",
       "...        ...     ...\n",
       "99713        2     0.0\n",
       "99718        0     4.0\n",
       "99722        1     0.0\n",
       "99734        2     0.0\n",
       "99736        4     2.0\n",
       "99759        3    25.0\n",
       "99765        2    59.0\n",
       "99789        0     3.0\n",
       "99808        3     6.0\n",
       "99812        1     5.0\n",
       "99849       12    12.0\n",
       "99862        3     4.0\n",
       "99865       10    12.0\n",
       "99876        3     1.0\n",
       "99878        2     0.0\n",
       "99888        4     2.0\n",
       "99917        1    11.0\n",
       "99919       14     1.0\n",
       "99930        4     1.0\n",
       "99931       26     0.0\n",
       "99935        1     6.0\n",
       "99944        1     3.0\n",
       "99946       13     3.0\n",
       "99950        3    20.0\n",
       "99953        1     4.0\n",
       "99964        4     0.0\n",
       "99975        0     0.0\n",
       "99984        4     3.0\n",
       "99990        0     2.0\n",
       "99996        0     0.0\n",
       "\n",
       "[10025 rows x 2 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "first"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Q11++pC995jEZY4YOKQAA4P642xqQX5T028aYg5I859zKtmsXJJ3c6dpdfs9dW6x3dXap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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xba2bef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x=first['dwell00']\n",
    "y=first['dwell1']\n",
    "plt.figure(figsize=(8, 8), dpi=80)\n",
    "fig = plt.scatter(x, y, alpha=0.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
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      ],
      "text/plain": [
       "    interval_of_day  dwell00  dwell1  dwell2  dwell3  dwell4  dwell5  dwell6\n",
       "38            night       10    13.0     2.0     0.0     7.0     3.0     2.0\n",
       "47            night        0     2.0    14.0     1.0     7.0     6.0     8.0\n",
       "52            night        2     3.0     4.0     0.0     0.0     2.0     1.0\n",
       "66            night        0     6.0     1.0     3.0     8.0     3.0     0.0\n",
       "83            night        2     3.0     5.0     5.0     7.0     1.0     0.0\n",
       "101           night        1     5.0     0.0    10.0     5.0     0.0     4.0\n",
       "140           night        0     0.0     1.0     1.0     0.0     2.0     2.0\n",
       "141           night        2     3.0     2.0     3.0     1.0    54.0     3.0\n",
       "182           night        0    42.0     0.0     0.0     0.0     1.0     0.0\n",
       "191           night        3     0.0     2.0     5.0     2.0     7.0     0.0"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "second = df_customer_journey[['interval_of_day','dwell00', 'dwell1','dwell2','dwell3', 'dwell4' ,'dwell5', 'dwell6' ]]\n",
    "second.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\User\\Anaconda\\lib\\site-packages\\ipykernel_launcher.py:2: 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",
      "  \n"
     ]
    }
   ],
   "source": [
    "codes = {'morning':1, 'mid-day':2, 'evening':3, 'night':4}\n",
    "second['interval_of_day'] = second['interval_of_day'].map(codes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
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       "      <td>0.0</td>\n",
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       "    </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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99713</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99718</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99722</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99734</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99736</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99759</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>25.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99765</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>59.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99789</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99808</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>6.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99812</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99849</th>\n",
       "      <td>2</td>\n",
       "      <td>12</td>\n",
       "      <td>12.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99862</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99865</th>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99876</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99878</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>7.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99888</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99917</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>11.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99919</th>\n",
       "      <td>2</td>\n",
       "      <td>14</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99930</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99931</th>\n",
       "      <td>2</td>\n",
       "      <td>26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99935</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99944</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99946</th>\n",
       "      <td>2</td>\n",
       "      <td>13</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99950</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99953</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99964</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99975</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99984</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99990</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99996</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10025 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       interval_of_day  dwell00  dwell1  dwell2  dwell3  dwell4  dwell5  \\\n",
       "38                   4       10    13.0     2.0     0.0     7.0     3.0   \n",
       "47                   4        0     2.0    14.0     1.0     7.0     6.0   \n",
       "52                   4        2     3.0     4.0     0.0     0.0     2.0   \n",
       "66                   4        0     6.0     1.0     3.0     8.0     3.0   \n",
       "83                   4        2     3.0     5.0     5.0     7.0     1.0   \n",
       "101                  4        1     5.0     0.0    10.0     5.0     0.0   \n",
       "140                  4        0     0.0     1.0     1.0     0.0     2.0   \n",
       "141                  4        2     3.0     2.0     3.0     1.0    54.0   \n",
       "182                  4        0    42.0     0.0     0.0     0.0     1.0   \n",
       "191                  4        3     0.0     2.0     5.0     2.0     7.0   \n",
       "218                  4        5     1.0     1.0    28.0     5.0     6.0   \n",
       "219                  4        0     0.0     0.0     1.0     1.0     8.0   \n",
       "231                  4        2     0.0     1.0     3.0     0.0     0.0   \n",
       "241                  4        2     3.0     2.0     0.0     0.0     1.0   \n",
       "245                  4        2     1.0     4.0    21.0     4.0     0.0   \n",
       "313                  4        1     2.0     0.0     0.0     0.0     2.0   \n",
       "379                  4        1     3.0     4.0     0.0     0.0     3.0   \n",
       "386                  4        6     2.0     7.0     1.0     1.0    24.0   \n",
       "389                  4        1     0.0     0.0     5.0     0.0     0.0   \n",
       "466                  4        0     2.0    15.0     2.0     3.0     0.0   \n",
       "483                  4        1    36.0     0.0     0.0    30.0     0.0   \n",
       "508                  4        0     1.0     1.0     4.0     0.0     3.0   \n",
       "510                  4        1     1.0     2.0     2.0     0.0     1.0   \n",
       "535                  4        0     2.0     0.0     7.0     0.0     0.0   \n",
       "551                  4        0     0.0     1.0     0.0     0.0     0.0   \n",
       "569                  4        1     1.0     1.0     2.0     2.0     3.0   \n",
       "724                  4        0     0.0     1.0     0.0     0.0    40.0   \n",
       "730                  4        0     1.0     2.0     8.0     0.0     0.0   \n",
       "753                  4        1     1.0     0.0     0.0     1.0     9.0   \n",
       "769                  4        1     0.0     0.0     0.0     1.0     3.0   \n",
       "...                ...      ...     ...     ...     ...     ...     ...   \n",
       "99713                2        2     0.0     0.0     3.0     1.0     1.0   \n",
       "99718                2        0     4.0    14.0     3.0     0.0     1.0   \n",
       "99722                2        1     0.0     0.0     3.0     3.0     5.0   \n",
       "99734                2        2     0.0    15.0     0.0     2.0     1.0   \n",
       "99736                2        4     2.0     0.0     0.0     5.0     0.0   \n",
       "99759                2        3    25.0    10.0     2.0     4.0     8.0   \n",
       "99765                2        2    59.0     1.0    11.0     0.0     0.0   \n",
       "99789                2        0     3.0     0.0     1.0     1.0     5.0   \n",
       "99808                2        3     6.0    29.0     1.0     0.0    17.0   \n",
       "99812                2        1     5.0     2.0     3.0     9.0     3.0   \n",
       "99849                2       12    12.0     1.0     0.0    17.0     0.0   \n",
       "99862                2        3     4.0     0.0     0.0     6.0     9.0   \n",
       "99865                2       10    12.0    10.0     8.0     8.0     0.0   \n",
       "99876                2        3     1.0     0.0     1.0     1.0     2.0   \n",
       "99878                2        2     0.0    19.0     1.0     2.0    38.0   \n",
       "99888                2        4     2.0     0.0     3.0     0.0    27.0   \n",
       "99917                2        1    11.0    12.0     3.0     5.0     9.0   \n",
       "99919                2       14     1.0     0.0    13.0    47.0     1.0   \n",
       "99930                2        4     1.0     4.0     0.0     1.0     0.0   \n",
       "99931                2       26     0.0     5.0     0.0     1.0     8.0   \n",
       "99935                2        1     6.0     0.0     8.0     1.0     2.0   \n",
       "99944                2        1     3.0     7.0     1.0     1.0     5.0   \n",
       "99946                2       13     3.0     2.0     7.0     1.0     2.0   \n",
       "99950                2        3    20.0     1.0     1.0    10.0     2.0   \n",
       "99953                2        1     4.0     5.0    10.0     1.0     3.0   \n",
       "99964                2        4     0.0     0.0     0.0     0.0     2.0   \n",
       "99975                2        0     0.0     5.0     2.0    56.0     0.0   \n",
       "99984                2        4     3.0     2.0     1.0     1.0     4.0   \n",
       "99990                2        0     2.0    11.0     1.0     7.0     3.0   \n",
       "99996                2        0     0.0     2.0     0.0     7.0     2.0   \n",
       "\n",
       "       dwell6  \n",
       "38        2.0  \n",
       "47        8.0  \n",
       "52        1.0  \n",
       "66        0.0  \n",
       "83        0.0  \n",
       "101       4.0  \n",
       "140       2.0  \n",
       "141       3.0  \n",
       "182       0.0  \n",
       "191       0.0  \n",
       "218       0.0  \n",
       "219       0.0  \n",
       "231       1.0  \n",
       "241       6.0  \n",
       "245       0.0  \n",
       "313       0.0  \n",
       "379       0.0  \n",
       "386       3.0  \n",
       "389       0.0  \n",
       "466       0.0  \n",
       "483       1.0  \n",
       "508       2.0  \n",
       "510       4.0  \n",
       "535      55.0  \n",
       "551       0.0  \n",
       "569       4.0  \n",
       "724       0.0  \n",
       "730       0.0  \n",
       "753       1.0  \n",
       "769       1.0  \n",
       "...       ...  \n",
       "99713     0.0  \n",
       "99718     0.0  \n",
       "99722     0.0  \n",
       "99734     1.0  \n",
       "99736     0.0  \n",
       "99759     3.0  \n",
       "99765     0.0  \n",
       "99789     1.0  \n",
       "99808     1.0  \n",
       "99812     0.0  \n",
       "99849     6.0  \n",
       "99862     8.0  \n",
       "99865     0.0  \n",
       "99876     0.0  \n",
       "99878     7.0  \n",
       "99888     3.0  \n",
       "99917     1.0  \n",
       "99919     1.0  \n",
       "99930     2.0  \n",
       "99931     0.0  \n",
       "99935     2.0  \n",
       "99944     2.0  \n",
       "99946     1.0  \n",
       "99950     9.0  \n",
       "99953     1.0  \n",
       "99964     0.0  \n",
       "99975     1.0  \n",
       "99984     5.0  \n",
       "99990     1.0  \n",
       "99996     1.0  \n",
       "\n",
       "[10025 rows x 8 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "second"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "third = second.groupby(['interval_of_day'])[ 'dwell00', 'dwell1','dwell2','dwell3', 'dwell4' ,'dwell5', 'dwell6'          \n",
    "                                        ].sum().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>interval_of_day</th>\n",
       "      <th>dwell00</th>\n",
       "      <th>dwell1</th>\n",
       "      <th>dwell2</th>\n",
       "      <th>dwell3</th>\n",
       "      <th>dwell4</th>\n",
       "      <th>dwell5</th>\n",
       "      <th>dwell6</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>9346</td>\n",
       "      <td>10902.0</td>\n",
       "      <td>12652.0</td>\n",
       "      <td>11957.0</td>\n",
       "      <td>13356.0</td>\n",
       "      <td>10802.0</td>\n",
       "      <td>10327.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>22712</td>\n",
       "      <td>27373.0</td>\n",
       "      <td>32499.0</td>\n",
       "      <td>34361.0</td>\n",
       "      <td>32679.0</td>\n",
       "      <td>34501.0</td>\n",
       "      <td>30024.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>15663</td>\n",
       "      <td>17506.0</td>\n",
       "      <td>22365.0</td>\n",
       "      <td>23622.0</td>\n",
       "      <td>23076.0</td>\n",
       "      <td>21600.0</td>\n",
       "      <td>19693.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1647</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>2132.0</td>\n",
       "      <td>2593.0</td>\n",
       "      <td>2280.0</td>\n",
       "      <td>2391.0</td>\n",
       "      <td>1934.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   interval_of_day  dwell00   dwell1   dwell2   dwell3   dwell4   dwell5  \\\n",
       "0                1     9346  10902.0  12652.0  11957.0  13356.0  10802.0   \n",
       "1                2    22712  27373.0  32499.0  34361.0  32679.0  34501.0   \n",
       "2                3    15663  17506.0  22365.0  23622.0  23076.0  21600.0   \n",
       "3                4     1647   2006.0   2132.0   2593.0   2280.0   2391.0   \n",
       "\n",
       "    dwell6  \n",
       "0  10327.0  \n",
       "1  30024.0  \n",
       "2  19693.0  \n",
       "3   1934.0  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "third.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# plot data\n",
    "# DONT do this even if it works, machine crashes\n",
    "# fig, ax = plt.subplots(figsize=(15,7))\n",
    "# second.plot(ax=ax)\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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WTjMlSe0aMfAz837gd8OKFwAriukVwKeGlF+dNT8B9omIA8pqrCSpda2O4b8jM58HKG6n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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x2c4cf780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = second.plot(x=\"interval_of_day\", y=\"dwell1\", kind=\"bar\")\n",
    "second.plot(x=\"interval_of_day\", y=\"dwell2\", kind=\"bar\", ax=ax, color=\"C2\")\n",
    "second.plot(x=\"interval_of_day\", y=\"dwell3\", kind=\"bar\", ax=ax, color=\"C4\")\n",
    "# second.plot(x=\"hod\", y=\"dwell4\", kind=\"bar\", ax=ax, color=\"C5\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
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