homework/Day_006_HW.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 檢視與處理 Outliers\n",
    "### 為何會有 outliers, 常見的 outlier 原因\n",
    "* 未知值，隨意填補 (約定俗成的代入)，如年齡常見 0,999\n",
    "* 可能的錯誤紀錄/手誤/系統性錯誤，如某本書在某筆訂單的銷售量 = 1000 本"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:26:02.321241Z",
     "start_time": "2019-04-23T03:26:02.059966Z"
    }
   },
   "outputs": [],
   "source": [
    "# Import 需要的套件\n",
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "%matplotlib inline\n",
    "pd.options.display.max_rows = None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:26:03.079386Z",
     "start_time": "2019-04-23T03:26:03.072921Z"
    }
   },
   "outputs": [],
   "source": [
    "# 設定 data_path\n",
    "dir_data = './data'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:26:07.279104Z",
     "start_time": "2019-04-23T03:26:04.092483Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Path of read in data: ./data/application_train.csv\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>SK_ID_CURR</th>\n",
       "      <th>TARGET</th>\n",
       "      <th>NAME_CONTRACT_TYPE</th>\n",
       "      <th>CODE_GENDER</th>\n",
       "      <th>FLAG_OWN_CAR</th>\n",
       "      <th>FLAG_OWN_REALTY</th>\n",
       "      <th>CNT_CHILDREN</th>\n",
       "      <th>AMT_INCOME_TOTAL</th>\n",
       "      <th>AMT_CREDIT</th>\n",
       "      <th>AMT_ANNUITY</th>\n",
       "      <th>...</th>\n",
       "      <th>FLAG_DOCUMENT_18</th>\n",
       "      <th>FLAG_DOCUMENT_19</th>\n",
       "      <th>FLAG_DOCUMENT_20</th>\n",
       "      <th>FLAG_DOCUMENT_21</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_HOUR</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_DAY</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_WEEK</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_MON</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_QRT</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_YEAR</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>100002</td>\n",
       "      <td>1</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>202500.0</td>\n",
       "      <td>406597.5</td>\n",
       "      <td>24700.5</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>100003</td>\n",
       "      <td>0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>270000.0</td>\n",
       "      <td>1293502.5</td>\n",
       "      <td>35698.5</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>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>100004</td>\n",
       "      <td>0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>M</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>67500.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>6750.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>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>100006</td>\n",
       "      <td>0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>312682.5</td>\n",
       "      <td>29686.5</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>100007</td>\n",
       "      <td>0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>121500.0</td>\n",
       "      <td>513000.0</td>\n",
       "      <td>21865.5</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>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 × 122 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   SK_ID_CURR  TARGET NAME_CONTRACT_TYPE CODE_GENDER FLAG_OWN_CAR  \\\n",
       "0      100002       1         Cash loans           M            N   \n",
       "1      100003       0         Cash loans           F            N   \n",
       "2      100004       0    Revolving loans           M            Y   \n",
       "3      100006       0         Cash loans           F            N   \n",
       "4      100007       0         Cash loans           M            N   \n",
       "\n",
       "  FLAG_OWN_REALTY  CNT_CHILDREN  AMT_INCOME_TOTAL  AMT_CREDIT  AMT_ANNUITY  \\\n",
       "0               Y             0          202500.0    406597.5      24700.5   \n",
       "1               N             0          270000.0   1293502.5      35698.5   \n",
       "2               Y             0           67500.0    135000.0       6750.0   \n",
       "3               Y             0          135000.0    312682.5      29686.5   \n",
       "4               Y             0          121500.0    513000.0      21865.5   \n",
       "\n",
       "              ...              FLAG_DOCUMENT_18 FLAG_DOCUMENT_19  \\\n",
       "0             ...                             0                0   \n",
       "1             ...                             0                0   \n",
       "2             ...                             0                0   \n",
       "3             ...                             0                0   \n",
       "4             ...                             0                0   \n",
       "\n",
       "  FLAG_DOCUMENT_20 FLAG_DOCUMENT_21 AMT_REQ_CREDIT_BUREAU_HOUR  \\\n",
       "0                0                0                        0.0   \n",
       "1                0                0                        0.0   \n",
       "2                0                0                        0.0   \n",
       "3                0                0                        NaN   \n",
       "4                0                0                        0.0   \n",
       "\n",
       "  AMT_REQ_CREDIT_BUREAU_DAY  AMT_REQ_CREDIT_BUREAU_WEEK  \\\n",
       "0                       0.0                         0.0   \n",
       "1                       0.0                         0.0   \n",
       "2                       0.0                         0.0   \n",
       "3                       NaN                         NaN   \n",
       "4                       0.0                         0.0   \n",
       "\n",
       "   AMT_REQ_CREDIT_BUREAU_MON  AMT_REQ_CREDIT_BUREAU_QRT  \\\n",
       "0                        0.0                        0.0   \n",
       "1                        0.0                        0.0   \n",
       "2                        0.0                        0.0   \n",
       "3                        NaN                        NaN   \n",
       "4                        0.0                        0.0   \n",
       "\n",
       "   AMT_REQ_CREDIT_BUREAU_YEAR  \n",
       "0                         1.0  \n",
       "1                         0.0  \n",
       "2                         0.0  \n",
       "3                         NaN  \n",
       "4                         0.0  \n",
       "\n",
       "[5 rows x 122 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f_app = os.path.join(dir_data, 'application_train.csv')\n",
    "print('Path of read in data: %s' % (f_app))\n",
    "app_train = pd.read_csv(f_app)\n",
    "app_train.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 請參考 HomeCredit_columns_description.csv 的欄位說明，觀察並列出三個你覺得可能有 outlier 的欄位並解釋可能的原因"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:26:51.449106Z",
     "start_time": "2019-04-23T03:26:51.443950Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SK_ID_CURR                        int64\n",
       "TARGET                            int64\n",
       "NAME_CONTRACT_TYPE               object\n",
       "CODE_GENDER                      object\n",
       "FLAG_OWN_CAR                     object\n",
       "FLAG_OWN_REALTY                  object\n",
       "CNT_CHILDREN                      int64\n",
       "AMT_INCOME_TOTAL                float64\n",
       "AMT_CREDIT                      float64\n",
       "AMT_ANNUITY                     float64\n",
       "AMT_GOODS_PRICE                 float64\n",
       "NAME_TYPE_SUITE                  object\n",
       "NAME_INCOME_TYPE                 object\n",
       "NAME_EDUCATION_TYPE              object\n",
       "NAME_FAMILY_STATUS               object\n",
       "NAME_HOUSING_TYPE                object\n",
       "REGION_POPULATION_RELATIVE      float64\n",
       "DAYS_BIRTH                        int64\n",
       "DAYS_EMPLOYED                     int64\n",
       "DAYS_REGISTRATION               float64\n",
       "DAYS_ID_PUBLISH                   int64\n",
       "OWN_CAR_AGE                     float64\n",
       "FLAG_MOBIL                        int64\n",
       "FLAG_EMP_PHONE                    int64\n",
       "FLAG_WORK_PHONE                   int64\n",
       "FLAG_CONT_MOBILE                  int64\n",
       "FLAG_PHONE                        int64\n",
       "FLAG_EMAIL                        int64\n",
       "OCCUPATION_TYPE                  object\n",
       "CNT_FAM_MEMBERS                 float64\n",
       "REGION_RATING_CLIENT              int64\n",
       "REGION_RATING_CLIENT_W_CITY       int64\n",
       "WEEKDAY_APPR_PROCESS_START       object\n",
       "HOUR_APPR_PROCESS_START           int64\n",
       "REG_REGION_NOT_LIVE_REGION        int64\n",
       "REG_REGION_NOT_WORK_REGION        int64\n",
       "LIVE_REGION_NOT_WORK_REGION       int64\n",
       "REG_CITY_NOT_LIVE_CITY            int64\n",
       "REG_CITY_NOT_WORK_CITY            int64\n",
       "LIVE_CITY_NOT_WORK_CITY           int64\n",
       "ORGANIZATION_TYPE                object\n",
       "EXT_SOURCE_1                    float64\n",
       "EXT_SOURCE_2                    float64\n",
       "EXT_SOURCE_3                    float64\n",
       "APARTMENTS_AVG                  float64\n",
       "BASEMENTAREA_AVG                float64\n",
       "YEARS_BEGINEXPLUATATION_AVG     float64\n",
       "YEARS_BUILD_AVG                 float64\n",
       "COMMONAREA_AVG                  float64\n",
       "ELEVATORS_AVG                   float64\n",
       "ENTRANCES_AVG                   float64\n",
       "FLOORSMAX_AVG                   float64\n",
       "FLOORSMIN_AVG                   float64\n",
       "LANDAREA_AVG                    float64\n",
       "LIVINGAPARTMENTS_AVG            float64\n",
       "LIVINGAREA_AVG                  float64\n",
       "NONLIVINGAPARTMENTS_AVG         float64\n",
       "NONLIVINGAREA_AVG               float64\n",
       "APARTMENTS_MODE                 float64\n",
       "BASEMENTAREA_MODE               float64\n",
       "YEARS_BEGINEXPLUATATION_MODE    float64\n",
       "YEARS_BUILD_MODE                float64\n",
       "COMMONAREA_MODE                 float64\n",
       "ELEVATORS_MODE                  float64\n",
       "ENTRANCES_MODE                  float64\n",
       "FLOORSMAX_MODE                  float64\n",
       "FLOORSMIN_MODE                  float64\n",
       "LANDAREA_MODE                   float64\n",
       "LIVINGAPARTMENTS_MODE           float64\n",
       "LIVINGAREA_MODE                 float64\n",
       "NONLIVINGAPARTMENTS_MODE        float64\n",
       "NONLIVINGAREA_MODE              float64\n",
       "APARTMENTS_MEDI                 float64\n",
       "BASEMENTAREA_MEDI               float64\n",
       "YEARS_BEGINEXPLUATATION_MEDI    float64\n",
       "YEARS_BUILD_MEDI                float64\n",
       "COMMONAREA_MEDI                 float64\n",
       "ELEVATORS_MEDI                  float64\n",
       "ENTRANCES_MEDI                  float64\n",
       "FLOORSMAX_MEDI                  float64\n",
       "FLOORSMIN_MEDI                  float64\n",
       "LANDAREA_MEDI                   float64\n",
       "LIVINGAPARTMENTS_MEDI           float64\n",
       "LIVINGAREA_MEDI                 float64\n",
       "NONLIVINGAPARTMENTS_MEDI        float64\n",
       "NONLIVINGAREA_MEDI              float64\n",
       "FONDKAPREMONT_MODE               object\n",
       "HOUSETYPE_MODE                   object\n",
       "TOTALAREA_MODE                  float64\n",
       "WALLSMATERIAL_MODE               object\n",
       "EMERGENCYSTATE_MODE              object\n",
       "OBS_30_CNT_SOCIAL_CIRCLE        float64\n",
       "DEF_30_CNT_SOCIAL_CIRCLE        float64\n",
       "OBS_60_CNT_SOCIAL_CIRCLE        float64\n",
       "DEF_60_CNT_SOCIAL_CIRCLE        float64\n",
       "DAYS_LAST_PHONE_CHANGE          float64\n",
       "FLAG_DOCUMENT_2                   int64\n",
       "FLAG_DOCUMENT_3                   int64\n",
       "FLAG_DOCUMENT_4                   int64\n",
       "FLAG_DOCUMENT_5                   int64\n",
       "FLAG_DOCUMENT_6                   int64\n",
       "FLAG_DOCUMENT_7                   int64\n",
       "FLAG_DOCUMENT_8                   int64\n",
       "FLAG_DOCUMENT_9                   int64\n",
       "FLAG_DOCUMENT_10                  int64\n",
       "FLAG_DOCUMENT_11                  int64\n",
       "FLAG_DOCUMENT_12                  int64\n",
       "FLAG_DOCUMENT_13                  int64\n",
       "FLAG_DOCUMENT_14                  int64\n",
       "FLAG_DOCUMENT_15                  int64\n",
       "FLAG_DOCUMENT_16                  int64\n",
       "FLAG_DOCUMENT_17                  int64\n",
       "FLAG_DOCUMENT_18                  int64\n",
       "FLAG_DOCUMENT_19                  int64\n",
       "FLAG_DOCUMENT_20                  int64\n",
       "FLAG_DOCUMENT_21                  int64\n",
       "AMT_REQ_CREDIT_BUREAU_HOUR      float64\n",
       "AMT_REQ_CREDIT_BUREAU_DAY       float64\n",
       "AMT_REQ_CREDIT_BUREAU_WEEK      float64\n",
       "AMT_REQ_CREDIT_BUREAU_MON       float64\n",
       "AMT_REQ_CREDIT_BUREAU_QRT       float64\n",
       "AMT_REQ_CREDIT_BUREAU_YEAR      float64\n",
       "dtype: object"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "app_train.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:27:35.615554Z",
     "start_time": "2019-04-23T03:27:35.612355Z"
    },
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# 先篩選數值型的欄位\n",
    "\"\"\"\n",
    "YOUR CODE HERE, fill correct data types (for example str, float, int, ...)\n",
    "\"\"\"\n",
    "dtype_select = ['int64', 'float64']\n",
    "\n",
    "numeric_columns = list(app_train.columns[list(app_train.dtypes.isin(dtype_select))])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:28:22.439127Z",
     "start_time": "2019-04-23T03:28:22.136584Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Numbers of remain columns 65\n"
     ]
    }
   ],
   "source": [
    "# 再把只有 2 值 (通常是 0,1) 的欄位去掉\n",
    "numeric_columns = list(app_train[numeric_columns].columns[list(app_train[numeric_columns].apply(lambda x:len(x.unique()) != 2))])\n",
    "print(\"Numbers of remain columns %s\" % len(numeric_columns))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:35:15.544784Z",
     "start_time": "2019-04-23T03:35:11.340775Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_INCOME_TOTAL\n"
     ]
    },
    {
     "data": {
      "image/png": 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YULpUzhVww67NqEvcnwB2JbkuyZXAbcDRVWuOAr/V+/m9wOfL/xHahKrqdX+kzajvtkxvD/0O4FFgBDhSVSeS3AfMV9VR4DDw6SQnWb5iv+1iDi1JOr9O3+deVceAY6vO3b3i51PA+wY7miRpo/yEqiQ1yLhLUoOMuyQ1yLhLUoMyrFu9kiwBXxvKi0v9bWPVJ6yly8Rbqmq036KhxV26nCWZr6qJYc8hbZTbMpLUIOMuSQ0y7tLaDg17AOlCuOcuSQ3yyl2SGmTcJalBxl1aIcmRJC8kOT7sWaQLYdylsz0E7Bn2ENKFMu7SClX1GP4WMTXAuEtSg4y7JDXIuEtSg4y7JDXIuEsrJJkBvgT8dJLFJFPDnknaCL9+QJIa5JW7JDXIuEtSg4y7JDXIuEtSg4y7JDXIuEtSg4y7JDXo/wE4vkyt5sv2RwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_CREDIT\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_ANNUITY\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/jasonch/anaconda3/envs/tensorflow/lib/python3.6/site-packages/numpy/lib/function_base.py:4274: RuntimeWarning: Invalid value encountered in percentile\n",
      "  interpolation=interpolation)\n",
      "/home/jasonch/anaconda3/envs/tensorflow/lib/python3.6/site-packages/matplotlib/cbook/__init__.py:1874: RuntimeWarning: invalid value encountered in less_equal\n",
      "  wiskhi = np.compress(x <= hival, x)\n",
      "/home/jasonch/anaconda3/envs/tensorflow/lib/python3.6/site-packages/matplotlib/cbook/__init__.py:1881: RuntimeWarning: invalid value encountered in greater_equal\n",
      "  wisklo = np.compress(x >= loval, x)\n",
      "/home/jasonch/anaconda3/envs/tensorflow/lib/python3.6/site-packages/matplotlib/cbook/__init__.py:1889: RuntimeWarning: invalid value encountered in less\n",
      "  np.compress(x < stats['whislo'], x),\n",
      "/home/jasonch/anaconda3/envs/tensorflow/lib/python3.6/site-packages/matplotlib/cbook/__init__.py:1890: RuntimeWarning: invalid value encountered in greater\n",
      "  np.compress(x > stats['whishi'], x)\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_GOODS_PRICE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "REGION_POPULATION_RELATIVE\n"
     ]
    },
    {
     "data": {
      "image/png": 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wAdg3UrMPONdtXwL2JEk3fqGqflRV/wnMdH+fJGkVrOtRsxm4PW9/FnhxsZqqepTkAbCpG/+XkXM3L7tbaQXNzUue/HlVtazrSE9Cn9Bf6Dt89Lt4sZo+55LkCHAEYNu2bT1akh6fYawW9VnemQW2ztvfAtxZrCbJOmAjcK/nuVTV6aoaVNVgcnKyf/eSpCXpE/rXgJ1JtidZz9wLs9MjNdPAoW57P3Cl5qZR08CB7t0924GdwL+uTOuSpKUau7zTrdEfBS4DE8DZqrqR5DgwrKpp4AxwPskMczP8A925N5L8DfAq8Aj4g6r6yRO6F0nSGFlr65qDwaCGw+FqtyFJT5Uk16tqMK7OT+RKUkMMfUlqiKEvSQ0x9CWpIWvuhdwkd4HvrHYf0iKeA15b7SakBbynqsZ+0GnNhb60liUZ9nmHhLRWubwjSQ0x9CWpIYa+tDSnV7sB6XG4pi9JDXGmL0kNMfSlHpKcTfLdJN9c7V6kx2HoS/38JXPPeZaeaoa+1ENV/SNzvzZceqoZ+pLUEENfkhpi6EtSQwx9SWqIoS/1kOSLwFeB9yWZTXJ4tXuSlsNP5EpSQ5zpS1JDDH1JaoihL0kNMfQlqSGGviQ1xNCXpIYY+pLUEENfkhryf/XXXLSXAkcXAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DAYS_REGISTRATION\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OWN_CAR_AGE\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYYAAAD8CAYAAABzTgP2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAC2pJREFUeJzt23+o5XVex/HXO4c1KvDnuGuO0wgOxSxB0UGJCiRXHf/YRso/tD+aP4z5J/+oJchlCVt3/9AojMiCYZUG/1hdhNiBJcTVliAW1zO7C+1UNpO1OCnryIggSyvWuz/ma9zP5czeO/ecvF54PGC45/v9vu857/+e8z3nnuruAMD7fmS7FwDgw0UYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYNd2L7AVV199de/bt2+71wDYUU6cOPFmd+/eaG5HhmHfvn2Zz+fbvQbAjlJV393MnLeSABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwGAlYaiqg1X1clWdrqoHFly/tKqenq6/WFX71l3fW1XvVNXvr2IfALZu6TBU1SVJHktyZ5IDSe6tqgPrxu5L8lZ335jk0SSPrLv+aJK/XXYXAJa3ijuGm5Kc7u5XuvvdJE8lObRu5lCSY9PjZ5LcWlWVJFV1V5JXkpxcwS4ALGkVYbguyatrjs9M5xbOdPd7Sd5OclVV/XiSP0jy2RXsAcAKrCIMteBcb3Lms0ke7e53NnyRqiNVNa+q+dmzZ7ewJgCbsWsFz3EmyfVrjvckee0CM2eqaleSy5KcS3Jzkrur6o+TXJ7kf6rqv7r7L9a/SHcfTXI0SWaz2frwALAiqwjDS0n2V9UNSf4zyT1JfnPdzPEkh5N8PcndSV7o7k7yK+8PVNUfJXlnURQA+OAsHYbufq+q7k/ybJJLkjzR3Ser6qEk8+4+nuTxJE9W1emcv1O4Z9nXBeD/R53/j/vOMpvNej6fb/caADtKVZ3o7tlGc775DMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwWEkYqupgVb1cVaer6oEF1y+tqqen6y9W1b7p/G1VdaKq/nH6+aur2AeArVs6DFV1SZLHktyZ5ECSe6vqwLqx+5K81d03Jnk0ySPT+TeTfLK7fzbJ4SRPLrsPAMtZxR3DTUlOd/cr3f1ukqeSHFo3cyjJsenxM0lurarq7m9192vT+ZNJfrSqLl3BTgBs0SrCcF2SV9ccn5nOLZzp7veSvJ3kqnUzv5HkW939gxXsBMAW7VrBc9SCc30xM1X18Zx/e+n2C75I1ZEkR5Jk7969F78lAJuyijuGM0muX3O8J8lrF5qpql1JLktybjrek+RvkvxWd//bhV6ku49296y7Z7t3717B2gAssoowvJRkf1XdUFUfSXJPkuPrZo7n/IfLSXJ3khe6u6vq8iRfSfLp7v6HFewCwJKWDsP0mcH9SZ5N8s9JvtTdJ6vqoar6tWns8SRXVdXpJJ9K8v6ftN6f5MYkf1hV357+XbPsTgBsXXWv/zjgw282m/V8Pt/uNQB2lKo60d2zjeZ88xmAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAg5WEoaoOVtXLVXW6qh5YcP3Sqnp6uv5iVe1bc+3T0/mXq+qOVewDwNYtHYaquiTJY0nuTHIgyb1VdWDd2H1J3uruG5M8muSR6XcPJLknyceTHEzyl9PzAbBNVnHHcFOS0939Sne/m+SpJIfWzRxKcmx6/EySW6uqpvNPdfcPuvvfk5yeng+AbbKKMFyX5NU1x2emcwtnuvu9JG8nuWqTvwvAB2gVYagF53qTM5v53fNPUHWkquZVNT979uxFrgjAZq0iDGeSXL/meE+S1y40U1W7klyW5NwmfzdJ0t1Hu3vW3bPdu3evYG0AFllFGF5Ksr+qbqiqj+T8h8nH180cT3J4enx3khe6u6fz90x/tXRDkv1JvrGCnQDYol3LPkF3v1dV9yd5NsklSZ7o7pNV9VCSeXcfT/J4kier6nTO3yncM/3uyar6UpJ/SvJekt/p7v9edicAtq7O/8d9Z5nNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGCwVhqq6sqqeq6pT088rLjB3eJo5VVWHp3M/VlVfqap/qaqTVfXwMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uCagPxJd/9Mkp9P8ktVdeeS+wCwpGXDcCjJsenxsSR3LZi5I8lz3X2uu99K8lySg939/e7+uyTp7neTfDPJniX3AWBJy4bho939epJMP69ZMHNdklfXHJ+Zzv2fqro8ySdz/q4DgG20a6OBqvpqko8tuPSZTb5GLTjXa55/V5IvJvnz7n7lh+xxJMmRJNm7d+8mXxqAi7VhGLr7Exe6VlXfq6pru/v1qro2yRsLxs4kuWXN8Z4kX1tzfDTJqe7+sw32ODrNZjab9Q+bBWDrln0r6XiSw9Pjw0m+vGDm2SS3V9UV04fOt0/nUlWfT3JZkt9dcg8AVmTZMDyc5LaqOpXktuk4VTWrqi8kSXefS/K5JC9N/x7q7nNVtSfn3446kOSbVfXtqvrtJfcBYEnVvfPelZnNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYKkwVNWVVfVcVZ2afl5xgbnD08ypqjq84PrxqvrOMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uDagFTVryd5Z8k9AFiRZcNwKMmx6fGxJHctmLkjyXPdfa6730ryXJKDSVJVP5HkU0k+v+QeAKzIsmH4aHe/niTTz2sWzFyX5NU1x2emc0nyuSR/muT7S+4BwIrs2migqr6a5GMLLn1mk69RC851Vf1ckhu7+/eqat8m9jiS5EiS7N27d5MvDcDF2jAM3f2JC12rqu9V1bXd/XpVXZvkjQVjZ5LcsuZ4T5KvJfnFJL9QVf8x7XFNVX2tu2/JAt19NMnRJJnNZr3R3gBszbJvJR1P8v5fGR1O8uUFM88mub2qrpg+dL49ybPd/Vfd/ZPdvS/JLyf51wtFAYAPzrJheDjJbVV1Kslt03GqalZVX0iS7j6X858lvDT9e2g6B8CHUHXvvHdlZrNZz+fz7V4DYEepqhPdPdtozjefARgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABhUd2/3Dhetqs4m+e527wELXJ3kze1eAi7gp7p790ZDOzIM8GFVVfPunm33HrAMbyUBMBAGAAbCAKt1dLsXgGX5jAGAgTsGAAbCACtQVU9U1RtV9Z3t3gWWJQywGn+d5OB2LwGrIAywAt3990nObfcesArCAMBAGAAYCAMAA2EAYCAMsAJV9cUkX0/y01V1pqru2+6dYKt88xmAgTsGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAw+F/8/nf6NjPnOgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CNT_FAM_MEMBERS\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EXT_SOURCE_1\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EXT_SOURCE_2\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EXT_SOURCE_3\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "APARTMENTS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BASEMENTAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BEGINEXPLUATATION_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BUILD_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COMMONAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ELEVATORS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ENTRANCES_AVG\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMAX_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMIN_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LANDAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAPARTMENTS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAPARTMENTS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "APARTMENTS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BASEMENTAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYYAAAD8CAYAAABzTgP2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAC2pJREFUeJzt23+o5XVex/HXO4c1KvDnuGuO0wgOxSxB0UGJCiRXHf/YRso/tD+aP4z5J/+oJchlCVt3/9AojMiCYZUG/1hdhNiBJcTVliAW1zO7C+1UNpO1OCnryIggSyvWuz/ma9zP5czeO/ecvF54PGC45/v9vu857/+e8z3nnuruAMD7fmS7FwDgw0UYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYNd2L7AVV199de/bt2+71wDYUU6cOPFmd+/eaG5HhmHfvn2Zz+fbvQbAjlJV393MnLeSABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwGAlYaiqg1X1clWdrqoHFly/tKqenq6/WFX71l3fW1XvVNXvr2IfALZu6TBU1SVJHktyZ5IDSe6tqgPrxu5L8lZ335jk0SSPrLv+aJK/XXYXAJa3ijuGm5Kc7u5XuvvdJE8lObRu5lCSY9PjZ5LcWlWVJFV1V5JXkpxcwS4ALGkVYbguyatrjs9M5xbOdPd7Sd5OclVV/XiSP0jy2RXsAcAKrCIMteBcb3Lms0ke7e53NnyRqiNVNa+q+dmzZ7ewJgCbsWsFz3EmyfVrjvckee0CM2eqaleSy5KcS3Jzkrur6o+TXJ7kf6rqv7r7L9a/SHcfTXI0SWaz2frwALAiqwjDS0n2V9UNSf4zyT1JfnPdzPEkh5N8PcndSV7o7k7yK+8PVNUfJXlnURQA+OAsHYbufq+q7k/ybJJLkjzR3Ser6qEk8+4+nuTxJE9W1emcv1O4Z9nXBeD/R53/j/vOMpvNej6fb/caADtKVZ3o7tlGc775DMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwWEkYqupgVb1cVaer6oEF1y+tqqen6y9W1b7p/G1VdaKq/nH6+aur2AeArVs6DFV1SZLHktyZ5ECSe6vqwLqx+5K81d03Jnk0ySPT+TeTfLK7fzbJ4SRPLrsPAMtZxR3DTUlOd/cr3f1ukqeSHFo3cyjJsenxM0lurarq7m9192vT+ZNJfrSqLl3BTgBs0SrCcF2SV9ccn5nOLZzp7veSvJ3kqnUzv5HkW939gxXsBMAW7VrBc9SCc30xM1X18Zx/e+n2C75I1ZEkR5Jk7969F78lAJuyijuGM0muX3O8J8lrF5qpql1JLktybjrek+RvkvxWd//bhV6ku49296y7Z7t3717B2gAssoowvJRkf1XdUFUfSXJPkuPrZo7n/IfLSXJ3khe6u6vq8iRfSfLp7v6HFewCwJKWDsP0mcH9SZ5N8s9JvtTdJ6vqoar6tWns8SRXVdXpJJ9K8v6ftN6f5MYkf1hV357+XbPsTgBsXXWv/zjgw282m/V8Pt/uNQB2lKo60d2zjeZ88xmAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAg5WEoaoOVtXLVXW6qh5YcP3Sqnp6uv5iVe1bc+3T0/mXq+qOVewDwNYtHYaquiTJY0nuTHIgyb1VdWDd2H1J3uruG5M8muSR6XcPJLknyceTHEzyl9PzAbBNVnHHcFOS0939Sne/m+SpJIfWzRxKcmx6/EySW6uqpvNPdfcPuvvfk5yeng+AbbKKMFyX5NU1x2emcwtnuvu9JG8nuWqTvwvAB2gVYagF53qTM5v53fNPUHWkquZVNT979uxFrgjAZq0iDGeSXL/meE+S1y40U1W7klyW5NwmfzdJ0t1Hu3vW3bPdu3evYG0AFllFGF5Ksr+qbqiqj+T8h8nH180cT3J4enx3khe6u6fz90x/tXRDkv1JvrGCnQDYol3LPkF3v1dV9yd5NsklSZ7o7pNV9VCSeXcfT/J4kier6nTO3yncM/3uyar6UpJ/SvJekt/p7v9edicAtq7O/8d9Z5nNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGCwVhqq6sqqeq6pT088rLjB3eJo5VVWHp3M/VlVfqap/qaqTVfXwMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uCagPxJd/9Mkp9P8ktVdeeS+wCwpGXDcCjJsenxsSR3LZi5I8lz3X2uu99K8lySg939/e7+uyTp7neTfDPJniX3AWBJy4bho939epJMP69ZMHNdklfXHJ+Zzv2fqro8ySdz/q4DgG20a6OBqvpqko8tuPSZTb5GLTjXa55/V5IvJvnz7n7lh+xxJMmRJNm7d+8mXxqAi7VhGLr7Exe6VlXfq6pru/v1qro2yRsLxs4kuWXN8Z4kX1tzfDTJqe7+sw32ODrNZjab9Q+bBWDrln0r6XiSw9Pjw0m+vGDm2SS3V9UV04fOt0/nUlWfT3JZkt9dcg8AVmTZMDyc5LaqOpXktuk4VTWrqi8kSXefS/K5JC9N/x7q7nNVtSfn3446kOSbVfXtqvrtJfcBYEnVvfPelZnNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYKkwVNWVVfVcVZ2afl5xgbnD08ypqjq84PrxqvrOMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uDagFTVryd5Z8k9AFiRZcNwKMmx6fGxJHctmLkjyXPdfa6730ryXJKDSVJVP5HkU0k+v+QeAKzIsmH4aHe/niTTz2sWzFyX5NU1x2emc0nyuSR/muT7S+4BwIrs2migqr6a5GMLLn1mk69RC851Vf1ckhu7+/eqat8m9jiS5EiS7N27d5MvDcDF2jAM3f2JC12rqu9V1bXd/XpVXZvkjQVjZ5LcsuZ4T5KvJfnFJL9QVf8x7XFNVX2tu2/JAt19NMnRJJnNZr3R3gBszbJvJR1P8v5fGR1O8uUFM88mub2qrpg+dL49ybPd/Vfd/ZPdvS/JLyf51wtFAYAPzrJheDjJbVV1Kslt03GqalZVX0iS7j6X858lvDT9e2g6B8CHUHXvvHdlZrNZz+fz7V4DYEepqhPdPdtozjefARgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABhUd2/3Dhetqs4m+e527wELXJ3kze1eAi7gp7p790ZDOzIM8GFVVfPunm33HrAMbyUBMBAGAAbCAKt1dLsXgGX5jAGAgTsGAAbCACtQVU9U1RtV9Z3t3gWWJQywGn+d5OB2LwGrIAywAt3990nObfcesArCAMBAGAAYCAMAA2EAYCAMsAJV9cUkX0/y01V1pqru2+6dYKt88xmAgTsGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAw+F/8/nf6NjPnOgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BEGINEXPLUATATION_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BUILD_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COMMONAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ELEVATORS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ENTRANCES_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMAX_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMIN_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LANDAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAPARTMENTS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAPARTMENTS_MODE\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "APARTMENTS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BASEMENTAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BEGINEXPLUATATION_MEDI\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BUILD_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COMMONAREA_MEDI\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ELEVATORS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ENTRANCES_MEDI\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMAX_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMIN_MEDI\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LANDAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAPARTMENTS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYYAAAD8CAYAAABzTgP2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAC2pJREFUeJzt23+o5XVex/HXO4c1KvDnuGuO0wgOxSxB0UGJCiRXHf/YRso/tD+aP4z5J/+oJchlCVt3/9AojMiCYZUG/1hdhNiBJcTVliAW1zO7C+1UNpO1OCnryIggSyvWuz/ma9zP5czeO/ecvF54PGC45/v9vu857/+e8z3nnuruAMD7fmS7FwDgw0UYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYNd2L7AVV199de/bt2+71wDYUU6cOPFmd+/eaG5HhmHfvn2Zz+fbvQbAjlJV393MnLeSABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwGAlYaiqg1X1clWdrqoHFly/tKqenq6/WFX71l3fW1XvVNXvr2IfALZu6TBU1SVJHktyZ5IDSe6tqgPrxu5L8lZ335jk0SSPrLv+aJK/XXYXAJa3ijuGm5Kc7u5XuvvdJE8lObRu5lCSY9PjZ5LcWlWVJFV1V5JXkpxcwS4ALGkVYbguyatrjs9M5xbOdPd7Sd5OclVV/XiSP0jy2RXsAcAKrCIMteBcb3Lms0ke7e53NnyRqiNVNa+q+dmzZ7ewJgCbsWsFz3EmyfVrjvckee0CM2eqaleSy5KcS3Jzkrur6o+TXJ7kf6rqv7r7L9a/SHcfTXI0SWaz2frwALAiqwjDS0n2V9UNSf4zyT1JfnPdzPEkh5N8PcndSV7o7k7yK+8PVNUfJXlnURQA+OAsHYbufq+q7k/ybJJLkjzR3Ser6qEk8+4+nuTxJE9W1emcv1O4Z9nXBeD/R53/j/vOMpvNej6fb/caADtKVZ3o7tlGc775DMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwWEkYqupgVb1cVaer6oEF1y+tqqen6y9W1b7p/G1VdaKq/nH6+aur2AeArVs6DFV1SZLHktyZ5ECSe6vqwLqx+5K81d03Jnk0ySPT+TeTfLK7fzbJ4SRPLrsPAMtZxR3DTUlOd/cr3f1ukqeSHFo3cyjJsenxM0lurarq7m9192vT+ZNJfrSqLl3BTgBs0SrCcF2SV9ccn5nOLZzp7veSvJ3kqnUzv5HkW939gxXsBMAW7VrBc9SCc30xM1X18Zx/e+n2C75I1ZEkR5Jk7969F78lAJuyijuGM0muX3O8J8lrF5qpql1JLktybjrek+RvkvxWd//bhV6ku49296y7Z7t3717B2gAssoowvJRkf1XdUFUfSXJPkuPrZo7n/IfLSXJ3khe6u6vq8iRfSfLp7v6HFewCwJKWDsP0mcH9SZ5N8s9JvtTdJ6vqoar6tWns8SRXVdXpJJ9K8v6ftN6f5MYkf1hV357+XbPsTgBsXXWv/zjgw282m/V8Pt/uNQB2lKo60d2zjeZ88xmAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAg5WEoaoOVtXLVXW6qh5YcP3Sqnp6uv5iVe1bc+3T0/mXq+qOVewDwNYtHYaquiTJY0nuTHIgyb1VdWDd2H1J3uruG5M8muSR6XcPJLknyceTHEzyl9PzAbBNVnHHcFOS0939Sne/m+SpJIfWzRxKcmx6/EySW6uqpvNPdfcPuvvfk5yeng+AbbKKMFyX5NU1x2emcwtnuvu9JG8nuWqTvwvAB2gVYagF53qTM5v53fNPUHWkquZVNT979uxFrgjAZq0iDGeSXL/meE+S1y40U1W7klyW5NwmfzdJ0t1Hu3vW3bPdu3evYG0AFllFGF5Ksr+qbqiqj+T8h8nH180cT3J4enx3khe6u6fz90x/tXRDkv1JvrGCnQDYol3LPkF3v1dV9yd5NsklSZ7o7pNV9VCSeXcfT/J4kier6nTO3yncM/3uyar6UpJ/SvJekt/p7v9edicAtq7O/8d9Z5nNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGCwVhqq6sqqeq6pT088rLjB3eJo5VVWHp3M/VlVfqap/qaqTVfXwMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uCagPxJd/9Mkp9P8ktVdeeS+wCwpGXDcCjJsenxsSR3LZi5I8lz3X2uu99K8lySg939/e7+uyTp7neTfDPJniX3AWBJy4bho939epJMP69ZMHNdklfXHJ+Zzv2fqro8ySdz/q4DgG20a6OBqvpqko8tuPSZTb5GLTjXa55/V5IvJvnz7n7lh+xxJMmRJNm7d+8mXxqAi7VhGLr7Exe6VlXfq6pru/v1qro2yRsLxs4kuWXN8Z4kX1tzfDTJqe7+sw32ODrNZjab9Q+bBWDrln0r6XiSw9Pjw0m+vGDm2SS3V9UV04fOt0/nUlWfT3JZkt9dcg8AVmTZMDyc5LaqOpXktuk4VTWrqi8kSXefS/K5JC9N/x7q7nNVtSfn3446kOSbVfXtqvrtJfcBYEnVvfPelZnNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYKkwVNWVVfVcVZ2afl5xgbnD08ypqjq84PrxqvrOMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uDagFTVryd5Z8k9AFiRZcNwKMmx6fGxJHctmLkjyXPdfa6730ryXJKDSVJVP5HkU0k+v+QeAKzIsmH4aHe/niTTz2sWzFyX5NU1x2emc0nyuSR/muT7S+4BwIrs2migqr6a5GMLLn1mk69RC851Vf1ckhu7+/eqat8m9jiS5EiS7N27d5MvDcDF2jAM3f2JC12rqu9V1bXd/XpVXZvkjQVjZ5LcsuZ4T5KvJfnFJL9QVf8x7XFNVX2tu2/JAt19NMnRJJnNZr3R3gBszbJvJR1P8v5fGR1O8uUFM88mub2qrpg+dL49ybPd/Vfd/ZPdvS/JLyf51wtFAYAPzrJheDjJbVV1Kslt03GqalZVX0iS7j6X858lvDT9e2g6B8CHUHXvvHdlZrNZz+fz7V4DYEepqhPdPdtozjefARgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABhUd2/3Dhetqs4m+e527wELXJ3kze1eAi7gp7p790ZDOzIM8GFVVfPunm33HrAMbyUBMBAGAAbCAKt1dLsXgGX5jAGAgTsGAAbCACtQVU9U1RtV9Z3t3gWWJQywGn+d5OB2LwGrIAywAt3990nObfcesArCAMBAGAAYCAMAA2EAYCAMsAJV9cUkX0/y01V1pqru2+6dYKt88xmAgTsGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAw+F/8/nf6NjPnOgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYYAAAD8CAYAAABzTgP2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAC2pJREFUeJzt23+o5XVex/HXO4c1KvDnuGuO0wgOxSxB0UGJCiRXHf/YRso/tD+aP4z5J/+oJchlCVt3/9AojMiCYZUG/1hdhNiBJcTVliAW1zO7C+1UNpO1OCnryIggSyvWuz/ma9zP5czeO/ecvF54PGC45/v9vu857/+e8z3nnuruAMD7fmS7FwDgw0UYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYNd2L7AVV199de/bt2+71wDYUU6cOPFmd+/eaG5HhmHfvn2Zz+fbvQbAjlJV393MnLeSABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwGAlYaiqg1X1clWdrqoHFly/tKqenq6/WFX71l3fW1XvVNXvr2IfALZu6TBU1SVJHktyZ5IDSe6tqgPrxu5L8lZ335jk0SSPrLv+aJK/XXYXAJa3ijuGm5Kc7u5XuvvdJE8lObRu5lCSY9PjZ5LcWlWVJFV1V5JXkpxcwS4ALGkVYbguyatrjs9M5xbOdPd7Sd5OclVV/XiSP0jy2RXsAcAKrCIMteBcb3Lms0ke7e53NnyRqiNVNa+q+dmzZ7ewJgCbsWsFz3EmyfVrjvckee0CM2eqaleSy5KcS3Jzkrur6o+TXJ7kf6rqv7r7L9a/SHcfTXI0SWaz2frwALAiqwjDS0n2V9UNSf4zyT1JfnPdzPEkh5N8PcndSV7o7k7yK+8PVNUfJXlnURQA+OAsHYbufq+q7k/ybJJLkjzR3Ser6qEk8+4+nuTxJE9W1emcv1O4Z9nXBeD/R53/j/vOMpvNej6fb/caADtKVZ3o7tlGc775DMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwWEkYqupgVb1cVaer6oEF1y+tqqen6y9W1b7p/G1VdaKq/nH6+aur2AeArVs6DFV1SZLHktyZ5ECSe6vqwLqx+5K81d03Jnk0ySPT+TeTfLK7fzbJ4SRPLrsPAMtZxR3DTUlOd/cr3f1ukqeSHFo3cyjJsenxM0lurarq7m9192vT+ZNJfrSqLl3BTgBs0SrCcF2SV9ccn5nOLZzp7veSvJ3kqnUzv5HkW939gxXsBMAW7VrBc9SCc30xM1X18Zx/e+n2C75I1ZEkR5Jk7969F78lAJuyijuGM0muX3O8J8lrF5qpql1JLktybjrek+RvkvxWd//bhV6ku49296y7Z7t3717B2gAssoowvJRkf1XdUFUfSXJPkuPrZo7n/IfLSXJ3khe6u6vq8iRfSfLp7v6HFewCwJKWDsP0mcH9SZ5N8s9JvtTdJ6vqoar6tWns8SRXVdXpJJ9K8v6ftN6f5MYkf1hV357+XbPsTgBsXXWv/zjgw282m/V8Pt/uNQB2lKo60d2zjeZ88xmAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAg5WEoaoOVtXLVXW6qh5YcP3Sqnp6uv5iVe1bc+3T0/mXq+qOVewDwNYtHYaquiTJY0nuTHIgyb1VdWDd2H1J3uruG5M8muSR6XcPJLknyceTHEzyl9PzAbBNVnHHcFOS0939Sne/m+SpJIfWzRxKcmx6/EySW6uqpvNPdfcPuvvfk5yeng+AbbKKMFyX5NU1x2emcwtnuvu9JG8nuWqTvwvAB2gVYagF53qTM5v53fNPUHWkquZVNT979uxFrgjAZq0iDGeSXL/meE+S1y40U1W7klyW5NwmfzdJ0t1Hu3vW3bPdu3evYG0AFllFGF5Ksr+qbqiqj+T8h8nH180cT3J4enx3khe6u6fz90x/tXRDkv1JvrGCnQDYol3LPkF3v1dV9yd5NsklSZ7o7pNV9VCSeXcfT/J4kier6nTO3yncM/3uyar6UpJ/SvJekt/p7v9edicAtq7O/8d9Z5nNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGCwVhqq6sqqeq6pT088rLjB3eJo5VVWHp3M/VlVfqap/qaqTVfXwMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uCagPxJd/9Mkp9P8ktVdeeS+wCwpGXDcCjJsenxsSR3LZi5I8lz3X2uu99K8lySg939/e7+uyTp7neTfDPJniX3AWBJy4bho939epJMP69ZMHNdklfXHJ+Zzv2fqro8ySdz/q4DgG20a6OBqvpqko8tuPSZTb5GLTjXa55/V5IvJvnz7n7lh+xxJMmRJNm7d+8mXxqAi7VhGLr7Exe6VlXfq6pru/v1qro2yRsLxs4kuWXN8Z4kX1tzfDTJqe7+sw32ODrNZjab9Q+bBWDrln0r6XiSw9Pjw0m+vGDm2SS3V9UV04fOt0/nUlWfT3JZkt9dcg8AVmTZMDyc5LaqOpXktuk4VTWrqi8kSXefS/K5JC9N/x7q7nNVtSfn3446kOSbVfXtqvrtJfcBYEnVvfPelZnNZj2fz7d7DYAdpapOdPdsoznffAZgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAYKkwVNWVVfVcVZ2afl5xgbnD08ypqjq84PrxqvrOMrsAsBrL3jE8kOT57t6f5PnpeFBVVyZ5MMnNSW5K8uDagFTVryd5Z8k9AFiRZcNwKMmx6fGxJHctmLkjyXPdfa6730ryXJKDSVJVP5HkU0k+v+QeAKzIsmH4aHe/niTTz2sWzFyX5NU1x2emc0nyuSR/muT7S+4BwIrs2migqr6a5GMLLn1mk69RC851Vf1ckhu7+/eqat8m9jiS5EiS7N27d5MvDcDF2jAM3f2JC12rqu9V1bXd/XpVXZvkjQVjZ5LcsuZ4T5KvJfnFJL9QVf8x7XFNVX2tu2/JAt19NMnRJJnNZr3R3gBszbJvJR1P8v5fGR1O8uUFM88mub2qrpg+dL49ybPd/Vfd/ZPdvS/JLyf51wtFAYAPzrJheDjJbVV1Kslt03GqalZVX0iS7j6X858lvDT9e2g6B8CHUHXvvHdlZrNZz+fz7V4DYEepqhPdPdtozjefARgIAwADYQBgIAwADIQBgIEwADAQBgAGwgDAQBgAGAgDAANhAGAgDAAMhAGAgTAAMBAGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAwEAYABsIAwEAYABhUd2/3Dhetqs4m+e527wELXJ3kze1eAi7gp7p790ZDOzIM8GFVVfPunm33HrAMbyUBMBAGAAbCAKt1dLsXgGX5jAGAgTsGAAbCACtQVU9U1RtV9Z3t3gWWJQywGn+d5OB2LwGrIAywAt3990nObfcesArCAMBAGAAYCAMAA2EAYCAMsAJV9cUkX0/y01V1pqru2+6dYKt88xmAgTsGAAbCAMBAGAAYCAMAA2EAYCAMAAyEAYCBMAAw+F/8/nf6NjPnOgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAPARTMENTS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TOTALAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OBS_30_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DEF_30_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OBS_60_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DEF_60_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DAYS_LAST_PHONE_CHANGE\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_HOUR\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_DAY\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_WEEK\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_MON\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_QRT\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_YEAR\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 檢視這些欄位的數值範圍\n",
    "for col in numeric_columns:\n",
    "    \"\"\"\n",
    "    Your CODE HERE, make the box plot\n",
    "    \"\"\"\n",
    "    print(col)\n",
    "    plt.boxplot(app_train[col])\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:29:12.350789Z",
     "start_time": "2019-04-23T03:29:06.599530Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_INCOME_TOTAL\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_CREDIT\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_ANNUITY\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_GOODS_PRICE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "REGION_POPULATION_RELATIVE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DAYS_REGISTRATION\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OWN_CAR_AGE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CNT_FAM_MEMBERS\n"
     ]
    },
    {
     "data": {
      "image/png": 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9LvbLUw8BqyPirIg4GbgM2NVyT5L0mrWozzQycyoirgX20LnldkdmPt5yW5L0mrWoQwMgM3cDu9vuY54s9kto9jcY+xuM/Q1uwXuMzFd8rixJUqPF/pmGJGkRMTTmWUScGRH3R8QTEfF4RHy4YcxYRDwfEfvL4+ND7vFQRBwo297XMD8i4uaImIiIRyPi3CH29ktd+2V/RLwQER+ZMWao+y8idkTEsYh4rKt2WkTsjYiD5XlZj2U3lzEHI2LzEPv7s4j4Vvn7uysiTu2x7KzHwgL294mI+G7X3+GGHsuuj4hvl2Nx2xD7+1JXb4ciYn+PZYex/xrfU1o7BjPTxzw+gBXAuWX6DcC/AWfPGDMG/H2LPR4Cls8yfwNwL53vyawFHmypz5OA/wTe0ub+A94NnAs81lX7U2Bbmd4G3Niw3GnAU+V5WZleNqT+1gFLyvSNTf3VHAsL2N8ngD+s+Pt/EngrcDLwzZn/lhaqvxnzbwI+3uL+a3xPaesY9ExjnmXmkcx8pEy/CDzBj9+32DcCt2fHA8CpEbGihT4uBJ7MzP9oYdsvy8yvA8dnlDcCO8v0TuCShkUvAvZm5vHMfA7YC6wfRn+Z+bXMnCovH6DzHadW9Nh/NYbyY4Rm6y8iAvhd4Ivzvd1as7yntHIMGhoLKCJWAe8EHmyY/SsR8c2IuDci3jbUxjrfqv9aRDxcvk0/02L58S2X0fsfa5v7D2AkM49A5x81cHrDmMWyHz9A58yxyVzHwkK6tlw+29Hj0spi2H+/DhzNzIM95g91/814T2nlGDQ0FkhEvB74CvCRzHxhxuxH6FxyeQfwF8DfDbm9d2XmuXR+evA1EfHuGfOrfnzLQipf5nwv8LcNs9vef7UWw378GDAFfKHHkLmOhYVyC/ALwDnAETqXgGZqff8BlzP7WcbQ9t8c7yk9F2uoDbQPDY0FEBGvo/OX+4XM/OrM+Zn5QmaeKNO7gddFxPJh9ZeZh8vzMeAuOpcBulX9+JYFdjHwSGYenTmj7f1XHJ2+ZFeejzWMaXU/lg89fxu4IssF7pkqjoUFkZlHM/MHmflD4HM9ttv2/lsC/A7wpV5jhrX/eryntHIMGhrzrFwDvRV4IjM/3WPMz5VxRMT5dP4enh1Sf6dExBump+l8YPrYjGG7gE3lLqq1wPPTp8FD1PN/eG3uvy67gOk7UTYDdzeM2QOsi4hl5fLLulJbcNH55WUfBd6bmS/1GFNzLCxUf92fkb2vx3bb/jFCvwV8KzMnm2YOa//N8p7SzjG4kJ/6vxYfwK/ROf17FNhfHhuADwIfLGOuBR6nczfIA8CvDrG/t5btfrP08LFS7+4v6PzyqyeBA8DokPfhz9AJgTd11Vrbf3TC6wjwv3T+53Y18GbgPuBgeT6tjB2l8xsmp5f9ADBRHlcNsb8JOteyp4/Bvypjfx7YPduxMKT+Pl+OrUfpvPmtmNlfeb2Bzt1CTw6zv1K/bfqY6xrbxv7r9Z7SyjHoN8IlSdW8PCVJqmZoSJKqGRqSpGqGhiSpmqEhSapmaEiSqhkakqRqhoYkqdr/AbiGhdt8vVgjAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EXT_SOURCE_1\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EXT_SOURCE_2\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EXT_SOURCE_3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "APARTMENTS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BASEMENTAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BEGINEXPLUATATION_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BUILD_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COMMONAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ELEVATORS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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8AFzZtt0PXA4sAm8AHwaoqv1JPgE82sZ9vKr2t+XrgTuAU4AvtQ9J0pSMHBpV9Z9Z/r4DwMXLjC/ghiO81i5g1zL1x4DzRp2jJGl1+RvhkqRuk7/rqzfZeNMXp3bsO7aeOrVjS1p7PNOQJHUzNCRJ3QwNSVI3Q0OS1M3QkCR1MzQkSd185HbG7fvm63xoCo/8Pv+p90/8mJLG55mGJKmboSFJ6mZoSJK6GRqSpG6GhiSpm6EhSepmaEiSuhkakqRuhoYkqZuhIUnqZmhIkroZGpKkboaGJKmboSFJ6mZoSJK6GRqSpG6GhiSpm/9zn6Zi4xT+t8BD7th66tSOLa11nmlIkrp5pqGZ4/+LLo3OMw1JUjdDQ5LU7bgPjSRbk3w9yWKSm6Y9H0maZcd1aCQ5CfgMcBlwLnB1knOnOytJml3H+43wC4HFqnoOIMk9wDbg6anOShqBjxnrRHC8h8Z64MWh9SXgoinNRVqzpvXE2DTdeP7Bmep5Uj8YpKomcqBRJLkSuLSq/nZb/3Xgwqr66GHjdgA72urPAF8f8ZBnAn8+4r5rlT3PBns+8Y3b709U1Y+vNOh4P9NYAs4eWt8AvHT4oKraCewc92BJHquqzeO+zlpiz7PBnk98k+r3uL4RDjwKbEpyTpKTgauAPVOekyTNrOP6TKOqDib5CLAXOAnYVVVPTXlakjSzjuvQAKiq+4H7J3S4sS9xrUH2PBvs+cQ3kX6P6xvhkqTjy/F+T0OSdByZydBY6a1JkrwtyRfa9keSbJz8LFdXR8//IMnTSZ5M8mCSn5jGPFdT71vQJPlgkkqypp+06ek3ya+27/NTSf79pOe42jr+XP+VJA8leaL92b58GvNcTUl2JXklydeOsD1JbmtfkyeTXLCqE6iqmfpgcEP9vwM/CZwM/Ffg3MPG/F3g99ryVcAXpj3vCfT8N4F3tOXrZ6HnNu6dwFeAh4HN0573Mf4ebwKeAM5o6++d9rwn0PNO4Pq2fC7w/LTnvQp9/xJwAfC1I2y/HPgSEGAL8MhqHn8WzzT+8q1JquoHwKG3Jhm2DbizLd8HXJwkE5zjalux56p6qKreaKsPM/idmLWs5/sM8AngnwPfm+TkjoGefv8O8JmqehWgql6Z8BxXW0/PBZzWlt/FMr/ntdZU1VeA/UcZsg24qwYeBk5PctZqHX8WQ2O5tyZZf6QxVXUQeB14z0Rmd2z09DzsOgY/qaxlK/ac5OeBs6vqjyc5sWOk53v808BPJ/kvSR5OsnViszs2enr+Z8CvJVli8BTmRznxvdW/72/Jcf/I7TGw3BnD4Y+Q9YxZS7r7SfJrwGbgbxzTGR17R+05yY8AtwIfmtSEjrGe7/E6Bpeo5hmcSf6nJOdV1WvHeG7HSk/PVwN3VNUtSX4B+Fzr+f8c++lNzTH992sWzzR63prkL8ckWcfgtPZop4PHu663Y0nyK8A/BT5QVd+f0NyOlZV6fidwHrCQ5HkG1373rOGb4b1/rndX1f+uqm8weI+2TROa37HQ0/N1wL0AVfVV4O0M3qPpRNb1931UsxgaPW9NsgfY3pY/CHy52h2mNWrFntulmn/DIDDW+rVuWKHnqnq9qs6sqo1VtZHBfZwPVNVj05nu2Hr+XP8RgwceSHImg8tVz010lqurp+cXgIsBkvwsg9D49kRnOXl7gGvbU1RbgNer6uXVevGZuzxVR3hrkiQfBx6rqj3A7QxOYxcZnGFcNb0Zj6+z538B/BjwB+2e/wtV9YGpTXpMnT2fMDr73QtckuRp4IfAP6yqv5jerMfT2fONwL9N8psMLtF8aI3/AEiSzzO4xHhmu1dzM/CjAFX1ewzu3VwOLAJvAB9e1eOv8a+fJGmCZvHylCRpRIaGJKmboSFJ6mZoSJK6GRqSpG6GhiSpm6EhSepmaEiSuv1fE/aNh8e8wucAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ENTRANCES_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMAX_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMIN_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LANDAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAPARTMENTS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAPARTMENTS_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAREA_AVG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "APARTMENTS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BASEMENTAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BEGINEXPLUATATION_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BUILD_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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gZmAxcFtqC/Dl9FzdwClg7XgmZGZm41c3HCLiu8DJBp9vBbA1Ij6IiDeBQeDa9BiMiMMR8SGwFVghScANwFOp/2Zg5TnOwczMJth4rjncLemVdNppdqrNA45WtRlKtbHqlwLvRsTIqLqZmRVoepP9HgPuByL9fAj4XUA12ga1QyjO0r4mSX1AH0BXVxflcvmcBn3G8PBw033blefcGbpmwvolI/UbnieKnG9Rr61Wva6bCoeIeOfMsqSvA0+n1SFgQVXT+cCxtFyr/mNglqTp6eihun2t/fYD/QA9PT1RKpWaGT7lcplm+7Yrz7kzfOWJ7Tx0oNn/87Wf9UtGCpvvkdtLhey3Va/rpk4rSZpbtfqbwJk7mQaAVZIulLQI6AZeBPYC3enOpBlULloPREQAu4FbUv81wPZmxmRmZhOnbuRK+jZQAuZIGgLuBUqSrqRyCugI8AcAEXFQ0jbgNWAEWBcRH6XnuRvYCUwDNkbEwbSLLwBbJX0JeBl4fMJmZ2ZmTakbDhFxW43ymP+AR8QDwAM16juAHTXqh6nczWRmZlOE3yFtZmYZh4OZmWUcDmZmlnE4mJlZxuFgZmYZh4OZmWUcDmZmlnE4mJlZxuFgZmYZh4OZmWUcDmZmlnE4mJlZxuFgZmYZh4OZmWUcDmZmlnE4mJlZxuFgZmYZh4OZmWXqhoOkjZJOSHq1qnaJpF2SDqWfs1Ndkh6RNCjpFUlXV/VZk9ofkrSmqn6NpAOpzyOSNNGTNDOzc9PIkcMmoHdUbQPwXER0A8+ldYCbge706AMeg0qYAPcC11H5vuh7zwRKatNX1W/0vszMrMXqhkNEfBc4Oaq8AticljcDK6vqW6JiDzBL0lzgJmBXRJyMiFPALqA3bbs4Ir4fEQFsqXouMzMryPQm+3VFxHGAiDgu6fJUnwccrWo3lGpnqw/VqNckqY/KUQZdXV2Uy+WmBj88PNx033blOXeGrpmwfslI0cNomSLnW9Rrq1Wv62bDYSy1rhdEE/WaIqIf6Afo6emJUqnUxBArv9Rm+7Yrz7kzfOWJ7Tx0YKL/Wk9d65eMFDbfI7eXCtlvq17Xzd6t9E46JUT6eSLVh4AFVe3mA8fq1OfXqJuZWYGaDYcB4MwdR2uA7VX11emupaXA6XT6aSewTNLsdCF6GbAzbXtP0tJ0l9LqqucyM7OC1D0ek/RtoATMkTRE5a6jB4FtktYCbwG3puY7gOXAIPA+cCdARJyUdD+wN7W7LyLOXOS+i8odUTOBZ9PDzMwKVDccIuK2MTbdWKNtAOvGeJ6NwMYa9X3AFfXGYWZmreN3SJuZWaZzbmswM5tACzc8U8h+N/Ve1JL9+MjBzMwyDgczM8s4HMzMLONwMDOzjMPBzMwyDgczM8s4HMzMLONwMDOzjMPBzMwyDgczM8s4HMzMLONwMDOzjMPBzMwyDgczM8s4HMzMLDOucJB0RNIBSfsl7Uu1SyTtknQo/Zyd6pL0iKRBSa9Iurrqedak9ockrRlrf2Zm1hoTceTwaxFxZUT0pPUNwHMR0Q08l9YBbga606MPeAwqYULle6mvA64F7j0TKGZmVozJOK20AticljcDK6vqW6JiDzBL0lzgJmBXRJyMiFPALqB3EsZlZmYNGm84BPA/JL0kqS/VuiLiOED6eXmqzwOOVvUdSrWx6mZmVpDxfof09RFxTNLlwC5Jf3+WtqpRi7PU8yeoBFAfQFdXF+Vy+RyHWzE8PNx033blOXeGrpmwfslI0cNomU6bL7TudT2ucIiIY+nnCUnfoXLN4B1JcyPieDptdCI1HwIWVHWfDxxL9dKoenmM/fUD/QA9PT1RKpVqNaurXC7TbN925Tl3hq88sZ2HDoz3/3ztY/2SkY6aL8Cm3ota8rpu+rSSpIskffLMMrAMeBUYAM7ccbQG2J6WB4DV6a6lpcDpdNppJ7BM0ux0IXpZqpmZWUHGE7ldwHcknXmeb0XEf5e0F9gmaS3wFnBrar8DWA4MAu8DdwJExElJ9wN7U7v7IuLkOMZlZmbj1HQ4RMRh4Fdr1H8C3FijHsC6MZ5rI7Cx2bGYmdnE8jukzcws43AwM7OMw8HMzDIOBzMzyzgczMws43AwM7OMw8HMzDIOBzMzyzgczMws01mfWGXWAgs3PFPYvtcvKWzXdp7xkYOZmWUcDmZmlnE4mJlZxuFgZmYZh4OZmWUcDmZmlvGtrHbeOvD2ae4o8LZSs3bmIwczM8tMmSMHSb3AXwHTgG9ExIMFD8kmgN8QZtaepsSRg6RpwKPAzcBi4DZJi4sdlZlZ55oS4QBcCwxGxOGI+BDYCqwoeExmZh1rqpxWmgccrVofAq6brJ114oXK9UtGOm7OZtY8RUTRY0DSrcBNEfF7af3zwLUR8Uej2vUBfWn1nwNvNLnLOcCPm+zbrjznztBpc+60+cL45/xLEXFZvUZT5chhCFhQtT4fODa6UUT0A/3j3ZmkfRHRM97naSeec2fotDl32nyhdXOeKtcc9gLdkhZJmgGsAgYKHpOZWceaEkcOETEi6W5gJ5VbWTdGxMGCh2Vm1rGmRDgARMQOYEeLdjfuU1NtyHPuDJ02506bL7RozlPigrSZmU0tU+Wag5mZTSHndThI6pX0hqRBSRtqbL9Q0pNp+wuSFrZ+lBOngfn+qaTXJL0i6TlJv1TEOCdSvTlXtbtFUkhq+ztbGpmzpN9Kv+uDkr7V6jFOtAZe2/9U0m5JL6fX9/IixjlRJG2UdELSq2Nsl6RH0p/HK5KunvBBRMR5+aByYftHwC8DM4AfAotHtflD4GtpeRXwZNHjnuT5/hrwT9LyXe0830bnnNp9EvgusAfoKXrcLfg9dwMvA7PT+uVFj7sFc+4H7krLi4EjRY97nHP+l8DVwKtjbF8OPAsIWAq8MNFjOJ+PHBr5SI4VwOa0/BRwoyS1cIwTqe58I2J3RLyfVvdQeT9JO2v0Y1fuB/4j8LNWDm6SNDLn3wcejYhTABFxosVjnGiNzDmAi9Pyp6jxPql2EhHfBU6epckKYEtU7AFmSZo7kWM4n8Oh1kdyzBurTUSMAKeBS1syuonXyHyrraXyP492VnfOkq4CFkTE060c2CRq5Pf8K8CvSPpfkvakTzxuZ43M+YvA70gaonLX4x9xfjvXv+/nbMrcyjoJah0BjL41q5E27aLhuUj6HaAH+FeTOqLJd9Y5S/oY8DBwR6sG1AKN/J6nUzm1VKJydPg/JV0REe9O8tgmSyNzvg3YFBEPSfoXwDfTnP9x8odXiEn/t+t8PnJo5CM5ft5G0nQqh6NnO5Sbyhr6CBJJnwX+A/C5iPigRWObLPXm/EngCqAs6QiVc7MDbX5RutHX9faI+L8R8SaVzyDrbtH4JkMjc14LbAOIiO8DH6fyGUTnq4b+vo/H+RwOjXwkxwCwJi3fAjwf6WpPG6o733SK5b9SCYZ2Pw8NdeYcEacjYk5ELIyIhVSus3wuIvYVM9wJ0cjr+r9RufkASXOonGY63NJRTqxG5vwWcCOApE9TCYf/09JRttYAsDrdtbQUOB0RxydyB+ftaaUY4yM5JN0H7IuIAeBxKoefg1SOGFYVN+LxaXC+/wn4BPA36br7WxHxucIGPU4Nzvm80uCcdwLLJL0GfAT8WUT8pLhRj0+Dc14PfF3Sv6VyeuWONv6PHpK+TeW04Jx0HeVe4AKAiPgalesqy4FB4H3gzgkfQxv/+ZmZ2SQ5n08rmZlZkxwOZmaWcTiYmVnG4WBmZhmHg5mZZRwOZmaWcTiYmVnG4WBmZpn/B5tIZKBD+/bjAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COMMONAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ELEVATORS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ENTRANCES_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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SKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKliOEiSKoaDJKkybThExO6IOBMR3+moXR0RhyPiRPm6qtQjIh6JiNGIeDEiburYZ2sZfyIitnbUPxQRx8s+j0REzHWTkqRL08uZwx5g+ILaDuBIZq4HjpR1gNuB9eU1AnwJ2mEC7ARuAW4Gdk4GShkz0rHfhceSJPXZtOGQmd8Ezl5Q3gzsLct7gTs76vuy7VlgZURcB9wGHM7Ms5l5DjgMDJdtV2XmM5mZwL6O95IkNWTFDPcbyMzTAJl5OiKuLfXVwMmOcWOldrH6WJd6VxExQvssg4GBAVqt1swmfwVs3zAxo30Xq6Z6nun3aC6Mj483evx+W279gj3Pp5mGw1S63S/IGdS7ysxdwC6AwcHBHBoamsEU4QuP7eeh43Pd+sK2fcNEIz2/9smhvh9zUqvVYqY/I4vRcusX7Hk+zfRppR+US0KUr2dKfQxY2zFuDXBqmvqaLnVJUoNmGg4HgMknjrYC+zvqW8pTSxuB8+Xy0yFgU0SsKjeiNwGHyrY3I2JjeUppS8d7SZIaMu11hoj4I2AIuCYixmg/dfR54ImI2Aa8DtxVhh8E7gBGgbeAewEy82xEPAgcLeMeyMzJm9z30X4i6grgqfKSJDVo2nDIzE9MsenWLmMTuH+K99kN7O5SPwbcON08JEn9429IS5IqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqbK8Prdafbdux9cbO/ae4SsbO7a02HnmIEmqGA6SpIrhIEmqGA6SpIrhIEmqGA6SpIrhIEmqGA6SpIq/BKcl6/j3z3NPA7+E99rnP9r3Y0pzzTMHSVLFcJAkVRZMOETEcER8NyJGI2JH0/ORpOVsQdxziIjLgC8CfwMYA45GxIHMfLnZmUmXrqkPG/SDBjWXFkQ4ADcDo5n5KkBEPA5sBgwHqUdN3YAHb8IvRQslHFYDJzvWx4BbGpqLpEvU1NnS9g0TjQViU/p1hhiZ2ZcDXXQSEXcBt2Xm3y7rvwXcnJmfvmDcCDBSVn8Z+O4MD3kN8Bcz3Hexsuelb7n1C/Z8qX4+M9/by8CFcuYwBqztWF8DnLpwUGbuAnbN9mARcSwzB2f7PouJPS99y61fsOf5tFCeVjoKrI+I6yPicuBu4EDDc5KkZWtBnDlk5kREfAo4BFwG7M7MlxqeliQtWwsiHAAy8yBwsE+Hm/WlqUXInpe+5dYv2PO8WRA3pCVJC8tCuecgSVpAlnQ4TPeRHBHxjoj4Stn+XESs6/8s504P/f6DiHg5Il6MiCMR8fNNzHMu9fqxKxHx8YjIiFj0T7b00nNE/K3yvX4pIv6w33Ocaz38bP/ViHg6Il4oP993NDHPuRIRuyPiTER8Z4rtERGPlD+PFyPipjmfRGYuyRftG9t/BvwCcDnwJ8ANF4z5u8Dvl+W7ga80Pe957vfXgb9Slu9bzP322nMZ9y7gm8CzwGDT8+7D93k98AKwqqxf2/S8+9DzLuC+snwD8FrT855lz78G3AR8Z4rtdwBPAQFsBJ6b6zks5TOHn30kR2b+BJj8SI5Om4G9ZflJ4NaIiD7OcS5N229mPp2Zb5XVZ2n/Psli1sv3GOBB4F8AP+rn5OZJLz3/HeCLmXkOIDPP9HmOc62XnhO4qiy/my6/J7WYZOY3gbMXGbIZ2JdtzwIrI+K6uZzDUg6Hbh/JsXqqMZk5AZwH3tOX2c29XvrttI323zwWs2l7jogPAmsz82v9nNg86uX7/EvAL0XEf4uIZyNiuG+zmx+99PzPgN+MiDHaTz1+mqXtUv97v2QL5lHWedDtDODCR7N6GbNY9NxLRPwmMAj89Xmd0fy7aM8R8TbgYeCefk2oD3r5Pq+gfWlpiPbZ4X+JiBsz8415ntt86aXnTwB7MvOhiPhV4Mul5/8z/9NrxLz/v2spnzn08pEcPxsTESton45e7FRuIevpI0gi4jeAfwp8LDN/3Ke5zZfpen4XcCPQiojXaF+bPbDIb0r3+nO9PzP/d2Z+j/ZnkK3v0/zmQy89bwOeAMjMZ4B30v4MoqWqp//eZ2Mph0MvH8lxANhalj8OfCPL3Z5FaNp+yyWWP6AdDIv9OjRM03Nmns/MazJzXWauo32f5WOZeayZ6c6JXn6u/xPthw+IiGtoX2Z6ta+znFu99Pw6cCtARLyPdjj8eV9n2V8HgC3lqaWNwPnMPD2XB1iyl5Vyio/kiIgHgGOZeQB4lPbp5yjtM4a7m5vx7PTY778Efg749+W+++uZ+bHGJj1LPfa8pPTY8yFgU0S8DPwU+IeZ+ZfNzXp2eux5O/BvIuLv0768cs8i/oseEfFHtC8LXlPuo+wE3g6Qmb9P+77KHcAo8BZw75zPYRH/+UmS5slSvqwkSZohw0GSVDEcJEkVw0GSVDEcJEkVw0GSVDEcJEkVw0GSVPm/GEk9mBz+uNYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMAX_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMIN_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LANDAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAPARTMENTS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAPARTMENTS_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "APARTMENTS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BASEMENTAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BEGINEXPLUATATION_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEARS_BUILD_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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gR0S8FxFvAIPA9ekxGBHHIuJ9YAewVpKAG4EnU//twLqLnIOZmU2w8VxzuFvSoXTaaW6qLQBOVLUZSrXR6lcBb0fEyAV1MzMr0cwm+z0C3A9E+vkA8JuAarQNaodQjNG+Jkm9QC9AR0cHlUrlogZ93vDwcNN9pyvPuT10zIbNy0bqN7xElDnfsl5brXpdNxUOEfHW+WVJ3wSeSqtDwKKqpguBk2m5Vv1HwBxJM9PRQ3X7WvvtA/oAurq6oru7u5nhU6lUaLbvdOU5t4evP76LBw43+zff9LN52Uhp8z1+W3cp+23V67qp00qS5let/hpw/k6mAWC9pMslLQE6gReAA0BnujNpFsVF64GICOB54ObUfwOwq5kxmZnZxKkbuZK+DXQD8yQNAfcC3ZKWU5wCOg78FkBEHJG0E3gVGAE2RcQH6XnuBvYAM4D+iDiSdvElYIekrwAvAY9O2OzMzKwpdcMhIm6tUR71H/CI2ApsrVHfDeyuUT9GcTeTmZlNEX6HtJmZZRwOZmaWcTiYmVnG4WBmZhmHg5mZZRwOZmaWcTiYmVnG4WBmZhmHg5mZZRwOZmaWcTiYmVnG4WBmZhmHg5mZZRwOZmaWcTiYmVnG4WBmZhmHg5mZZeqGg6R+SaclvVJV+7ikvZKOpp9zU12SHpI0KOmQpOuq+mxI7Y9K2lBV/4ykw6nPQ5I00ZM0M7OL08iRwzag54LaFuDZiOgEnk3rAKuBzvToBR6BIkwovnv6BoqvBL33fKCkNr1V/S7cl5mZtVjdcIiI7wJnLiivBban5e3Auqr6Y1HYB8yRNB9YBeyNiDMRcRbYC/SkbVdGxPcjIoDHqp7LzMxK0uw1h46IOAWQfn4i1RcAJ6raDaXaWPWhGnUzMyvRzAl+vlrXC6KJeu0nl3opTkHR0dFBpVJpYogwPDzcdN/pynNuDx2zYfOykbKH0TJlzres11arXtfNhsNbkuZHxKl0auh0qg8Bi6raLQROpnr3BfVKqi+s0b6miOgD+gC6urqiu7t7tKZjqlQqNNt3uvKc28PXH9/FA4cn+m++qWvzspHS5nv8tu5S9tuq13Wzp5UGgPN3HG0AdlXVb093La0AzqXTTnuAlZLmpgvRK4E9ads7klaku5Rur3ouMzMrSd3IlfRtir/650kaorjr6KvATkkbgTeBW1Lz3cAaYBB4F7gTICLOSLofOJDa3RcR5y9y30VxR9Rs4Jn0MDOzEtUNh4i4dZRNN9VoG8CmUZ6nH+ivUT8IXFNvHGZm1jp+h7SZmWUcDmZmlnE4mJlZpn3ueTMzm0CLtzxdyn639VzRkv34yMHMzDIOBzMzyzgczMws43AwM7OMw8HMzDIOBzMzyzgczMws43AwM7OMw8HMzDIOBzMzyzgczMws43AwM7OMw8HMzDIOBzMzy4wrHCQdl3RY0suSDqbaxyXtlXQ0/Zyb6pL0kKRBSYckXVf1PBtS+6OSNoxvSmZmNl4TceTwyxGxPCK60voW4NmI6ASeTesAq4HO9OgFHoEiTIB7gRuA64F7zweKmZmVYzJOK60Ftqfl7cC6qvpjUdgHzJE0H1gF7I2IMxFxFtgL9EzCuMzMrEHj/Sa4AP5WUgB/EhF9QEdEnAKIiFOSPpHaLgBOVPUdSrXR6hlJvRRHHXR0dFCpVJoa9PDwcNN9pyvPuT10zIbNy0bKHkbLtNt8oXWv6/GGw2cj4mQKgL2S/n6MtqpRizHqebEInz6Arq6u6O7uvsjhFiqVCs32na485/bw9cd38cDh9vn2383LRtpqvlB8TWgrXtfjOq0UESfTz9PAdyiuGbyVTheRfp5OzYeARVXdFwInx6ibmVlJmg4HSVdI+uj5ZWAl8AowAJy/42gDsCstDwC3p7uWVgDn0umnPcBKSXPTheiVqWZmZiUZz/FYB/AdSeef588j4m8kHQB2StoIvAncktrvBtYAg8C7wJ0AEXFG0v3AgdTuvog4M45xmZnZODUdDhFxDPilGvV/BG6qUQ9g0yjP1Q/0NzsWMzObWH6HtJmZZRwOZmaWcTiYmVnG4WBmZhmHg5mZZRwOZmaWaa/3nZu1wOItT5e2783LStu1XWJ85GBmZhmHg5mZZRwOZmaWcTiYmVnG4WBmZhmHg5mZZRwOZmaW8fsc7JJ1+IfnuKPE9xyYTWc+cjAzs4zDwczMMlPmtJKkHuB/ADOAP42Ir5Y8JJsA/igJs+lpShw5SJoBPAysBpYCt0paWu6ozMza15QIB+B6YDAijkXE+8AOYG3JYzIza1tT5bTSAuBE1foQcMNk7awd72LZvGyk7eZsZs1TRJQ9BiTdAqyKiH+b1r8AXB8Rv3tBu16gN63+IvB6k7ucB/yoyb7TlefcHtptzu02Xxj/nH8uIq6u12iqHDkMAYuq1hcCJy9sFBF9QN94dybpYER0jfd5phPPuT2025zbbb7QujlPlWsOB4BOSUskzQLWAwMlj8nMrG1NiSOHiBiRdDewh+JW1v6IOFLysMzM2taUCAeAiNgN7G7R7sZ9amoa8pzbQ7vNud3mCy2a85S4IG1mZlPLVLnmYGZmU8glHQ6SeiS9LmlQ0pYa2y+X9ETavl/S4taPcuI0MN//IOlVSYckPSvp58oY50SqN+eqdjdLCknT/s6WRuYs6dfT7/qIpD9v9RgnWgOv7X8p6XlJL6XX95oyxjlRJPVLOi3plVG2S9JD6b/HIUnXTfggIuKSfFBc2P4H4OeBWcAPgKUXtPkd4I/T8nrgibLHPcnz/WXgX6Tlu6bzfBudc2r3UeC7wD6gq+xxt+D33Am8BMxN658oe9wtmHMfcFdaXgocL3vc45zzvwauA14ZZfsa4BlAwApg/0SP4VI+cmjkIznWAtvT8pPATZLUwjFOpLrzjYjnI+LdtLqP4v0k01mjH7tyP/BfgJ+0cnCTpJE5/zvg4Yg4CxARp1s8xonWyJwDuDItf4wa75OaTiLiu8CZMZqsBR6Lwj5gjqT5EzmGSzkcan0kx4LR2kTECHAOuKolo5t4jcy32kaKvzyms7pzlnQtsCginmrlwCZRI7/nXwB+QdL/krQvfeLxdNbInL8M/IakIYq7Hn+XS9vF/v9+0abMrayToNYRwIW3ZjXSZrpoeC6SfgPoAv7NpI5o8o05Z0kfAh4E7mjVgFqgkd/zTIpTS90UR4f/U9I1EfH2JI9tsjQy51uBbRHxgKR/BXwrzfmfJ394pZj0f7su5SOHRj6S46dtJM2kOBwd61BuKmvoI0gkfQ74z8DnI+K9Fo1tstSb80eBa4CKpOMU52YHpvlF6UZf17si4v9FxBsUn0HW2aLxTYZG5rwR2AkQEd8HPkzxGUSXqob+fx+PSzkcGvlIjgFgQ1q+GXgu0tWeaajufNMplj+hCIbpfh4a6sw5Is5FxLyIWBwRiymus3w+Ig6WM9wJ0cjr+q8pbj5A0jyK00zHWjrKidXInN8EbgKQ9CmKcPi/LR1law0At6e7llYA5yLi1ETu4JI9rRSjfCSHpPuAgxExADxKcfg5SHHEsL68EY9Pg/P9r8BHgL9I193fjIjPlzbocWpwzpeUBue8B1gp6VXgA+D3I+Ifyxv1+DQ4583ANyX9e4rTK3dM4z/0kPRtitOC89J1lHuBywAi4o8prqusAQaBd4E7J3wM0/i/n5mZTZJL+bSSmZk1yeFgZmYZh4OZmWUcDmZmlnE4mJlZxuFgZmYZh4OZmWUcDmZmlvn/knPV19o3BA0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COMMONAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ELEVATORS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ENTRANCES_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMAX_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FLOORSMIN_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LANDAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAPARTMENTS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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FcJAkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVJlxnCIiF0RcToivtVSuzoiDkXE8fJ9RalHRDwcEeMR8WJE3NSyz5Yy/nhEbGmpfygijpV9Ho6ImOsmJUmXppMzh93A6AW17cDhzFwHHC7rALcD68rXGPAFaIYJsAO4BbgZ2DEVKGXMWMt+Fx5LktRjM4ZDZn4dOHNBeSOwpyzvAe5sqe/NpmeB5RGxErgNOJSZZzLzLHAIGC3brsrMZzIzgb0tryVJ6pNu7zkMZeYpgPL92lJfBbzeMm6i1C5Wn2hTlyT10ZI5fr129wuyi3r7F48Yo3kJiqGhIRqNRhdThKGlsO3G813tu1hNTk52/fNarAat50HrF+x5PnUbDt+NiJWZeapcGjpd6hPAmpZxq4GTpT5yQb1R6qvbjG8rM3cCOwGGh4dzZGRkuqEX9chj+3jw2Fzn4sK2e3QZ3f68FqtGozFQPQ9av2DP86nby0r7gaknjrYA+1rqm8tTS+uBc+Wy00FgQ0SsKDeiNwAHy7Y3I2J9eUppc8trSZL6ZMZfnyPi92n+1n9NREzQfOroc8ATEbEVeA24qww/ANwBjANvAfcAZOaZiHgAOFLG3Z+ZUze576X5RNRS4KnyJUnqoxnDITM/Mc2mW9uMTeC+aV5nF7CrTf0ocMNM85Ak9Y7vkJYkVQwHSVLFcJAkVQwHSVLFcJAkVQwHSVJlsN4mPMCO/eU5Prn9qz0/7onPfbTnx5Q0e545SJIqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqWI4SJIqhoMkqeIH72lere3Dh/1N2T26rG/HlhY7zxwkSRXDQZJUMRwkSRXDQZJUWTDhEBGjEfHtiBiPiO39no8kDbIF8bRSRFwBfB74B8AEcCQi9mfmy/2dmRYz/2lUqXsL5czhZmA8M1/NzB8CjwMb+zwnSRpYC+LMAVgFvN6yPgHc0qe5SLPSr/d2bLvxfF/OlGAwz5b69efcq/fvRGb25EAXnUTEXcBtmfmPyvqvAjdn5qcvGDcGjJXVnwW+3eUhrwH+ust9Fyt7vvwNWr9gz5fqJzPzvZ0MXChnDhPAmpb11cDJCwdl5k5g52wPFhFHM3N4tq+zmNjz5W/Q+gV7nk8L5Z7DEWBdRFwXEVcCm4D9fZ6TJA2sBXHmkJnnI+JTwEHgCmBXZr7U52lJ0sBaEOEAkJkHgAM9OtysL00tQvZ8+Ru0fsGe582CuCEtSVpYFso9B0nSAnJZh8NMH8kREe+IiC+V7c9FxNrez3LudNDvP4+IlyPixYg4HBE/2Y95zqVOP3YlIj4eERkRi/7Jlk56johfLn/WL0XE7/V6jnOtg7/bfzcino6IF8rf7zv6Mc+5EhG7IuJ0RHxrmu0REQ+Xn8eLEXHTnE8iMy/LL5o3tv8C+CngSuDPgOsvGPNPgN8uy5uAL/V73vPc7y8Cf6cs37uY++205zLuXcDXgWeB4X7Puwd/zuuAF4AVZf3afs+7Bz3vBO4ty9cDJ/o971n2/AvATcC3ptl+B/AUEMB64Lm5nsPlfObQyUdybAT2lOUngVsjIno4x7k0Y7+Z+XRmvlVWn6X5fpLFrNOPXXkA+PfA93s5uXnSSc//GPh8Zp4FyMzTPZ7jXOuk5wSuKsvvps37pBaTzPw6cOYiQzYCe7PpWWB5RKycyzlczuHQ7iM5Vk03JjPPA+eA9/RkdnOvk35bbaX5m8diNmPPEfFBYE1mfqWXE5tHnfw5/wzwMxHx3yPi2YgY7dns5kcnPf9b4FciYoLmU4+f5vJ2qf+9X7IF8yjrPGh3BnDho1mdjFksOu4lIn4FGAb+/rzOaP5dtOeIeBvwEPDJXk2oBzr5c15C89LSCM2zwz+JiBsy8415ntt86aTnTwC7M/PBiPh54Iul57+d/+n1xbz/v+tyPnPo5CM5fjwmIpbQPB292KncQtbRR5BExC8B/wb4WGb+oEdzmy8z9fwu4AagEREnaF6b3b/Ib0p3+vd6X2b+n8z8Ds3PIFvXo/nNh0563go8AZCZzwDvpPkZRJerjv57n43LORw6+UiO/cCWsvxx4GtZ7vYsQjP2Wy6x/A7NYFjs16Fhhp4z81xmXpOZazNzLc37LB/LzKP9me6c6OTv9R/RfPiAiLiG5mWmV3s6y7nVSc+vAbcCRMT7aIbDX/V0lr21H9hcnlpaD5zLzFNzeYDL9rJSTvORHBFxP3A0M/cDj9I8/RynecawqX8znp0O+/0PwE8A/7Xcd38tMz/Wt0nPUoc9X1Y67PkgsCEiXgZ+BPyLzPyb/s16djrseRvwnyPin9G8vPLJRfyLHhHx+zQvC15T7qPsAN4OkJm/TfO+yh3AOPAWcM+cz2ER//wkSfPkcr6sJEnqkuEgSaoYDpKkiuEgSaoYDpKkiuEgSaoYDpKkiuEgSar8X8FGSQVtgvbhAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LIVINGAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAPARTMENTS_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NONLIVINGAREA_MEDI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TOTALAREA_MODE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OBS_30_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DEF_30_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OBS_60_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DEF_60_CNT_SOCIAL_CIRCLE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DAYS_LAST_PHONE_CHANGE\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_HOUR\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_DAY\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_WEEK\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_MON\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_QRT\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AMT_REQ_CREDIT_BUREAU_YEAR\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 檢視這些欄位的數值範圍\n",
    "for col in numeric_columns:\n",
    "    \"\"\"\n",
    "    Your CODE HERE, make the box plot\n",
    "    \"\"\"\n",
    "    print(col)\n",
    "    app_train[col].hist()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:29:57.146913Z",
     "start_time": "2019-04-23T03:29:57.144919Z"
    }
   },
   "outputs": [],
   "source": [
    "# 從上面的圖檢查的結果，至少這三個欄位好像有點可疑\n",
    "\n",
    "# AMT_INCOME_TOTAL\n",
    "# REGION_POPULATION_RELATIVE\n",
    "# OBS_60_CNT_SOCIAL_CIRCLE"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Hints: Emprical Cumulative Density Plot, [ECDF](https://zh.wikipedia.org/wiki/%E7%BB%8F%E9%AA%8C%E5%88%86%E5%B8%83%E5%87%BD%E6%95%B0), [ECDF with Python](https://stackoverflow.com/questions/14006520/ecdf-in-python-without-step-function)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:30:41.248159Z",
     "start_time": "2019-04-23T03:30:41.245808Z"
    }
   },
   "outputs": [],
   "source": [
    "def ecdf(data):\n",
    "    #Number of data point:n\n",
    "    n = len(data)\n",
    "    # x-data for the ECDF:x\n",
    "    x = np.sort(data)\n",
    "    # y-data fro the ECDF:y\n",
    "    y = np.arange(1, n + 1) / n\n",
    "    \n",
    "    return x, y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:31:25.644450Z",
     "start_time": "2019-04-23T03:31:25.339380Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "count    3.075110e+05\n",
      "mean     1.687979e+05\n",
      "std      2.371231e+05\n",
      "min      2.565000e+04\n",
      "25%      1.125000e+05\n",
      "50%      1.471500e+05\n",
      "75%      2.025000e+05\n",
      "max      1.170000e+08\n",
      "Name: AMT_INCOME_TOTAL, dtype: float64\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 最大值離平均與中位數很遠\n",
    "print(app_train['AMT_INCOME_TOTAL'].describe())\n",
    "\n",
    "# 繪製 Empirical Cumulative Density Plot (ECDF)\n",
    "\"\"\"\n",
    "YOUR CODE HERE\n",
    "\"\"\"\n",
    "x, y = ecdf(app_train.AMT_INCOME_TOTAL)\n",
    "\n",
    "cdf = pd.Series(y, index = x)\n",
    "\n",
    "\n",
    "plt.plot(list(cdf.index), cdf/cdf.max())\n",
    "plt.xlabel('Value')\n",
    "plt.ylabel('ECDF')\n",
    "plt.xlim([cdf.index.min(), cdf.index.max() * 1.05]) # 限制顯示圖片的範圍\n",
    "plt.ylim([-0.05,1.05]) # 限制顯示圖片的範圍\n",
    "\n",
    "plt.show()\n",
    "\n",
    "# 改變 y 軸的 Scale, 讓我們可以正常檢視 ECDF\n",
    "plt.plot(np.log(list(cdf.index)), cdf/cdf.max())\n",
    "plt.xlabel('Value (log-scale)')\n",
    "plt.ylabel('ECDF')\n",
    "\n",
    "plt.ylim([-0.05,1.05]) # 限制顯示圖片的範圍\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 補充：Normal dist 的 ECDF\n",
    "![ecdf_normal](https://au.mathworks.com/help/examples/stats/win64/PlotEmpiricalCdfAndCompareWithSamplingDistributionExample_01.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:32:13.164079Z",
     "start_time": "2019-04-23T03:32:12.892313Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "count    307511.000000\n",
      "mean          0.020868\n",
      "std           0.013831\n",
      "min           0.000290\n",
      "25%           0.010006\n",
      "50%           0.018850\n",
      "75%           0.028663\n",
      "max           0.072508\n",
      "Name: REGION_POPULATION_RELATIVE, dtype: float64\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "0.035792    16408\n",
       "0.046220    13442\n",
       "0.030755    12163\n",
       "0.025164    11950\n",
       "0.026392    11601\n",
       "0.031329    11321\n",
       "0.028663    11157\n",
       "0.019101     8694\n",
       "0.072508     8412\n",
       "0.020713     8066\n",
       "0.018850     7668\n",
       "0.020246     7178\n",
       "0.018634     7038\n",
       "0.022625     6943\n",
       "0.015221     6824\n",
       "0.032561     6636\n",
       "0.024610     6404\n",
       "0.019689     6172\n",
       "0.018029     6167\n",
       "0.018801     6108\n",
       "0.018209     6052\n",
       "0.014520     4785\n",
       "0.016612     4408\n",
       "0.007020     4105\n",
       "0.022800     3807\n",
       "0.010032     3570\n",
       "0.010006     3563\n",
       "0.014464     3422\n",
       "0.004960     3300\n",
       "0.011703     3252\n",
       "0.010966     3110\n",
       "0.011657     3080\n",
       "0.010147     3079\n",
       "0.010643     3012\n",
       "0.007330     2980\n",
       "0.007120     2861\n",
       "0.006629     2818\n",
       "0.009175     2770\n",
       "0.010500     2680\n",
       "0.010276     2601\n",
       "0.009657     2467\n",
       "0.006852     2435\n",
       "0.008625     2290\n",
       "0.009630     2252\n",
       "0.010556     2177\n",
       "0.009334     2083\n",
       "0.007305     2017\n",
       "0.006207     1936\n",
       "0.009549     1834\n",
       "0.008019     1819\n",
       "0.008230     1804\n",
       "0.006008     1796\n",
       "0.003069     1783\n",
       "0.008575     1763\n",
       "0.008474     1740\n",
       "0.007274     1724\n",
       "0.007114     1684\n",
       "0.006305     1672\n",
       "0.008068     1668\n",
       "0.008866     1654\n",
       "0.006671     1653\n",
       "0.002042     1642\n",
       "0.003813     1616\n",
       "0.005084     1482\n",
       "0.006296     1225\n",
       "0.005313     1218\n",
       "0.003818     1212\n",
       "0.003122     1147\n",
       "0.006233     1087\n",
       "0.005002     1068\n",
       "0.002134     1051\n",
       "0.004849     1038\n",
       "0.005144      967\n",
       "0.002506      944\n",
       "0.003541      627\n",
       "0.001276      558\n",
       "0.001417      467\n",
       "0.001333      235\n",
       "0.000533       39\n",
       "0.000938       28\n",
       "0.000290        2\n",
       "Name: REGION_POPULATION_RELATIVE, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 最大值落在分布之外\n",
    "print(app_train['REGION_POPULATION_RELATIVE'].describe())\n",
    "\n",
    "# 繪製 Empirical Cumulative Density Plot (ECDF)\n",
    "\"\"\"\n",
    "Your Code Here\n",
    "\"\"\"\n",
    "x, y = ecdf(app_train.REGION_POPULATION_RELATIVE)\n",
    "\n",
    "cdf = pd.Series(y, index = x)\n",
    "\n",
    "\n",
    "plt.plot(list(cdf.index), cdf/cdf.max())\n",
    "plt.xlabel('Value')\n",
    "plt.ylabel('ECDF')\n",
    "plt.ylim([-0.05,1.05]) # 限制顯示圖片的範圍\n",
    "plt.show()\n",
    "\n",
    "app_train['REGION_POPULATION_RELATIVE'].hist()\n",
    "plt.show()\n",
    "\n",
    "app_train['REGION_POPULATION_RELATIVE'].value_counts()\n",
    "\n",
    "# 就以這個欄位來說，雖然有資料掉在分布以外，也不算異常，僅代表這間公司在稍微熱鬧的地區有的據點較少，\n",
    "# 導致 region population relative 在少的部分較為密集，但在大的部分較為疏漏"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:32:59.815552Z",
     "start_time": "2019-04-23T03:32:59.535624Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "count    306490.000000\n",
      "mean          1.405292\n",
      "std           2.379803\n",
      "min           0.000000\n",
      "25%           0.000000\n",
      "50%           0.000000\n",
      "75%           2.000000\n",
      "max         344.000000\n",
      "Name: OBS_60_CNT_SOCIAL_CIRCLE, dtype: float64\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "344.0         1\n",
      "47.0          1\n",
      "30.0          1\n",
      "29.0          2\n",
      "28.0          1\n",
      "27.0          5\n",
      "26.0          1\n",
      "25.0         11\n",
      "24.0         12\n",
      "23.0         13\n",
      "22.0         20\n",
      "21.0         28\n",
      "20.0         30\n",
      "19.0         44\n",
      "18.0         49\n",
      "17.0         73\n",
      "16.0        137\n",
      "15.0        166\n",
      "14.0        238\n",
      "13.0        401\n",
      "12.0        620\n",
      "11.0        837\n",
      "10.0       1335\n",
      "9.0        1959\n",
      "8.0        2886\n",
      "7.0        4344\n",
      "6.0        6349\n",
      "5.0        9463\n",
      "4.0       13946\n",
      "3.0       20215\n",
      "2.0       29766\n",
      "1.0       48870\n",
      "0.0      164666\n",
      "Name: OBS_60_CNT_SOCIAL_CIRCLE, dtype: int64\n"
     ]
    }
   ],
   "source": [
    "# 最大值落在分布之外\n",
    "print(app_train['OBS_60_CNT_SOCIAL_CIRCLE'].describe())\n",
    "\n",
    "# 繪製 Empirical Cumulative Density Plot (ECDF)\n",
    "\"\"\"\n",
    "Your Code Here\n",
    "\"\"\"\n",
    "x, y = ecdf(app_train.OBS_60_CNT_SOCIAL_CIRCLE)\n",
    "cdf = pd.Series(y, index = x)\n",
    "\n",
    "\n",
    "plt.plot(list(cdf.index), cdf/cdf.max())\n",
    "plt.xlabel('Value')\n",
    "plt.ylabel('ECDF')\n",
    "plt.xlim([cdf.index.min() * 0.95, cdf.index.max() * 1.05])\n",
    "plt.ylim([-0.05,1.05]) # 限制顯示圖片的範圍\n",
    "plt.show()\n",
    "\n",
    "app_train['OBS_60_CNT_SOCIAL_CIRCLE'].hist()\n",
    "plt.show()\n",
    "print(app_train['OBS_60_CNT_SOCIAL_CIRCLE'].value_counts().sort_index(ascending = False))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 注意：當 histogram 畫出上面這種圖 (只出現一條，但是 x 軸延伸很長導致右邊有一大片空白時，代表右邊有值但是數量稀少。這時可以考慮用 value_counts 去找到這些數值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-04-23T03:34:20.869298Z",
     "start_time": "2019-04-23T03:34:20.753476Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 把一些極端值暫時去掉，在繪製一次 Histogram\n",
    "# 選擇 OBS_60_CNT_SOCIAL_CIRCLE 小於 20 的資料點繪製\n",
    "\"\"\"\n",
    "Your Code Here\n",
    "\"\"\"\n",
    "loc_a = app_train.OBS_60_CNT_SOCIAL_CIRCLE < 20\n",
    "loc_b = 'OBS_60_CNT_SOCIAL_CIRCLE'\n",
    "\n",
    "app_train.loc[loc_a, loc_b].hist()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.8"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
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 },
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}