HousePrice.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#ElhamMirzaei2\n",
    "#Import the necessary modules for plotting\n",
    "import pylab as pl\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import sklearn\n",
    "import scipy\n",
    "import matplotlib.pyplot as plt\n",
    "from sklearn import linear_model\n",
    "from sklearn.metrics import r2_score\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "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>Area</th>\n",
       "      <th>Room</th>\n",
       "      <th>Parking</th>\n",
       "      <th>Warehouse</th>\n",
       "      <th>Elevator</th>\n",
       "      <th>Address</th>\n",
       "      <th>Price</th>\n",
       "      <th>Price(USD)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63</td>\n",
       "      <td>1</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>Shahran</td>\n",
       "      <td>1.850000e+09</td>\n",
       "      <td>61666.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>60</td>\n",
       "      <td>1</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>Shahran</td>\n",
       "      <td>1.850000e+09</td>\n",
       "      <td>61666.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>79</td>\n",
       "      <td>2</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>Pardis</td>\n",
       "      <td>5.500000e+08</td>\n",
       "      <td>18333.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>95</td>\n",
       "      <td>2</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>Shahrake Qods</td>\n",
       "      <td>9.025000e+08</td>\n",
       "      <td>30083.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>123</td>\n",
       "      <td>2</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>Shahrake Gharb</td>\n",
       "      <td>7.000000e+09</td>\n",
       "      <td>233333.33</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Area  Room  Parking  Warehouse  Elevator         Address         Price  \\\n",
       "0   63     1     True       True      True         Shahran  1.850000e+09   \n",
       "1   60     1     True       True      True         Shahran  1.850000e+09   \n",
       "2   79     2     True       True      True          Pardis  5.500000e+08   \n",
       "3   95     2     True       True      True   Shahrake Qods  9.025000e+08   \n",
       "4  123     2     True       True      True  Shahrake Gharb  7.000000e+09   \n",
       "\n",
       "   Price(USD)  \n",
       "0    61666.67  \n",
       "1    61666.67  \n",
       "2    18333.33  \n",
       "3    30083.33  \n",
       "4   233333.33  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#reading our data\n",
    "df=pd.read_csv(r'HousePrice.csv')\n",
    "#show first 5 rows of our data\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "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>Room</th>\n",
       "      <th>Price</th>\n",
       "      <th>Price(USD)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>3479.000000</td>\n",
       "      <td>3.479000e+03</td>\n",
       "      <td>3.479000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>2.079908</td>\n",
       "      <td>5.359023e+09</td>\n",
       "      <td>1.786341e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.758275</td>\n",
       "      <td>8.099935e+09</td>\n",
       "      <td>2.699978e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>3.600000e+06</td>\n",
       "      <td>1.200000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.418250e+09</td>\n",
       "      <td>4.727500e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>2.900000e+09</td>\n",
       "      <td>9.666667e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>6.000000e+09</td>\n",
       "      <td>2.000000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>5.000000</td>\n",
       "      <td>9.240000e+10</td>\n",
       "      <td>3.080000e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Room         Price    Price(USD)\n",
       "count  3479.000000  3.479000e+03  3.479000e+03\n",
       "mean      2.079908  5.359023e+09  1.786341e+05\n",
       "std       0.758275  8.099935e+09  2.699978e+05\n",
       "min       0.000000  3.600000e+06  1.200000e+02\n",
       "25%       2.000000  1.418250e+09  4.727500e+04\n",
       "50%       2.000000  2.900000e+09  9.666667e+04\n",
       "75%       2.000000  6.000000e+09  2.000000e+05\n",
       "max       5.000000  9.240000e+10  3.080000e+06"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#describing the dataframe\n",
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 3479 entries, 0 to 3478\n",
      "Data columns (total 8 columns):\n",
      " #   Column      Non-Null Count  Dtype  \n",
      "---  ------      --------------  -----  \n",
      " 0   Area        3479 non-null   object \n",
      " 1   Room        3479 non-null   int64  \n",
      " 2   Parking     3479 non-null   bool   \n",
      " 3   Warehouse   3479 non-null   bool   \n",
      " 4   Elevator    3479 non-null   bool   \n",
      " 5   Address     3456 non-null   object \n",
      " 6   Price       3479 non-null   float64\n",
      " 7   Price(USD)  3479 non-null   float64\n",
      "dtypes: bool(3), float64(2), int64(1), object(2)\n",
      "memory usage: 119.0+ KB\n"
     ]
    }
   ],
   "source": [
    "#finding information of the dataframe\n",
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3479, 8)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#finding the shape of the dataframe\n",
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3286"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#data cleaning\n",
    "df.duplicated(subset = ['Address']).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "192"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#number of unique Addresses\n",
    "df.Address.nunique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Area           0\n",
       "Room           0\n",
       "Parking        0\n",
       "Warehouse      0\n",
       "Elevator       0\n",
       "Address       23\n",
       "Price          0\n",
       "Price(USD)     0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#finding the missing values(we have null Address)\n",
    "df.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                  Area  Room  Parking  Warehouse  Elevator                        Address         Price  Price(USD)\n",
      "0                   63     1     True       True      True                        Shahran  1.850000e+09    61666.67\n",
      "1                   60     1     True       True      True                        Shahran  1.850000e+09    61666.67\n",
      "2                   79     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "3                   95     2     True       True      True                  Shahrake Qods  9.025000e+08    30083.33\n",
      "4                  123     2     True       True      True                 Shahrake Gharb  7.000000e+09   233333.33\n",
      "5                   70     2     True       True     False     North Program Organization  2.050000e+09    68333.33\n",
      "6                   87     2     True       True      True                         Pardis  6.000000e+08    20000.00\n",
      "7                   59     1     True       True      True                        Shahran  2.150000e+09    71666.67\n",
      "8                   54     2     True       True     False                       Andisheh  4.930000e+08    16433.33\n",
      "9                   71     1     True       True      True         West Ferdows Boulevard  2.370000e+09    79000.00\n",
      "10                  68     2     True       True      True         West Ferdows Boulevard  2.450000e+09    81666.67\n",
      "11                  64     1     True       True      True                         Narmak  2.100000e+09    70000.00\n",
      "12                  54     1    False       True      True                         Narmak  1.690000e+09    56333.33\n",
      "13                 136     3     True       True      True                    Saadat Abad  1.100000e+10   366666.67\n",
      "14                  95     2     True       True      True                          Zafar  5.000000e+09   166666.67\n",
      "15                  63     1    False       True     False                     Islamshahr  5.700000e+08    19000.00\n",
      "16                 155     3     True       True      True                         Narmak  6.700000e+09   223333.33\n",
      "17                  64     2    False       True     False                        Pirouzi  1.450000e+09    48333.33\n",
      "18                 140     3     True       True      True         West Ferdows Boulevard  6.400000e+09   213333.33\n",
      "19                  42     1    False       True     False                        Pirouzi  1.390000e+09    46333.33\n",
      "20                  93     2     True       True      True                 Shahrake Gharb  7.000000e+09   233333.33\n",
      "21                  87     2     True       True      True        Shahrake Shahid Bagheri  2.500000e+09    83333.33\n",
      "22                  65     1     True       True      True                        Shahran  1.880000e+09    62666.67\n",
      "23                  99     2     True       True      True                      Moniriyeh  2.277000e+09    75900.00\n",
      "24                 105     2     True       True      True                    Saadat Abad  7.150000e+09   238333.33\n",
      "25                 160     3     True       True      True                       Velenjak  1.494500e+10   498166.67\n",
      "26                  77     2     True       True      True                        Amirieh  1.771000e+09    59033.33\n",
      "27                 123     2     True       True      True                        Pirouzi  4.059000e+09   135300.00\n",
      "28                 110     2     True       True      True             Southern Janatabad  6.300000e+08    21000.00\n",
      "29                 100     2     True       True      True         West Ferdows Boulevard  3.200000e+09   106666.67\n",
      "30                  90     2    False       True     False                       Salsabil  1.500000e+09    50000.00\n",
      "31                  49     1     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "32                  96     2     True       True      True                      Zargandeh  7.872000e+09   262400.00\n",
      "33                  67     2     True       True     False                    Feiz Garden  2.350000e+09    78333.33\n",
      "34                  68     2     True       True      True         West Ferdows Boulevard  2.500000e+09    83333.33\n",
      "35                  62     1     True      False      True             Water Organization  2.150000e+09    71666.67\n",
      "36                  55     1     True       True      True         West Ferdows Boulevard  2.150000e+09    71666.67\n",
      "37                 110     2     True       True      True         West Ferdows Boulevard  3.750000e+09   125000.00\n",
      "38                 129     2     True       True      True         West Ferdows Boulevard  5.250000e+09   175000.00\n",
      "39                 109     2     True       True      True         West Ferdows Boulevard  4.830000e+09   161000.00\n",
      "40                  58     1     True       True      True                    Saadat Abad  3.400000e+09   113333.33\n",
      "41                  55     1     True       True      True                    Saadat Abad  3.850000e+09   128333.33\n",
      "42                 150     2    False       True      True                  Shahrake Qods  1.200000e+09    40000.00\n",
      "44                 130     3     True       True     False                       ShahrAra  5.000000e+09   166666.67\n",
      "45                  88     2     True       True      True                          Gisha  4.750000e+09   158333.33\n",
      "46                  51     1     True       True      True                          Gisha  2.980000e+09    99333.33\n",
      "47                 113     3     True       True     False                 Shahrake Gharb  7.000000e+09   233333.33\n",
      "48                 110     2     True       True      True                            Ray  2.035000e+09    67833.33\n",
      "49                  60     1     True       True      True                      Abbasabad  2.460000e+09    82000.00\n",
      "50                  98     2     True       True      True                         Pardis  5.400000e+08    18000.00\n",
      "51                  62     2    False      False      True                    Ostad Moein  1.450000e+09    48333.33\n",
      "52                 150     3     True       True      True                      Farmanieh  1.000000e+10   333333.33\n",
      "53                  75     2    False      False     False                         Parand  6.350000e+08    21166.67\n",
      "54                  61     1     True       True     False                          Punak  2.030000e+09    67666.67\n",
      "55                  61     1     True       True     False                          Punak  2.030000e+09    67666.67\n",
      "56                  72     2     True       True      True                        Shahran  2.350000e+09    78333.33\n",
      "57                 100     2     True       True      True                  Qasr-od-Dasht  3.000000e+09   100000.00\n",
      "58                 122     3     True       True      True                       Aqdasieh  7.200000e+09   240000.00\n",
      "59                 215     3     True       True      True                       Pakdasht  1.750000e+09    58333.33\n",
      "60                 101     2     True       True      True                        Railway  3.300000e+09   110000.00\n",
      "61                  67     2     True       True      True                          Punak  2.800000e+09    93333.33\n",
      "62                  72     2     True       True     False                          Punak  2.200000e+09    73333.33\n",
      "63                  63     1     True       True     False                          Punak  2.200000e+09    73333.33\n",
      "64                  75     2     True       True     False                          Punak  2.200000e+09    73333.33\n",
      "65                 109     2     True       True      True                        Shahran  3.500000e+09   116666.67\n",
      "66                 122     2     True       True      True                       Aqdasieh  7.000000e+09   233333.33\n",
      "67                  70     1     True       True      True              Central Janatabad  3.100000e+09   103333.33\n",
      "68                  60     1     True       True      True         West Ferdows Boulevard  2.450000e+09    81666.67\n",
      "69                  53     1     True       True     False         East Ferdows Boulevard  1.920000e+09    64000.00\n",
      "70                  90     1    False       True     False            Pakdasht KhatunAbad  8.500000e+08    28333.33\n",
      "71                  72     2     True       True      True                        Amirieh  1.650000e+09    55000.00\n",
      "72                  74     2     True       True      True                        Amirieh  1.700000e+09    56666.67\n",
      "73                  88     3    False      False      True                         Parand  5.600000e+08    18666.67\n",
      "74                  63     1     True       True      True                          Punak  2.150000e+09    71666.67\n",
      "75                 114     3     True       True      True                     Sattarkhan  5.500000e+09   183333.33\n",
      "76                 151     3     True       True      True                    Saadat Abad  1.020000e+10   340000.00\n",
      "77                  42     1     True      False      True                        Shahran  1.760000e+09    58666.67\n",
      "78                  74     2     True       True      True                        Amirieh  1.700000e+09    56666.67\n",
      "79                  88     3    False      False      True                         Parand  5.600000e+08    18666.67\n",
      "80                  63     1     True       True      True                          Punak  2.150000e+09    71666.67\n",
      "81                 114     3     True       True      True                     Sattarkhan  5.500000e+09   183333.33\n",
      "82                 151     3     True       True      True                    Saadat Abad  1.020000e+10   340000.00\n",
      "83                  42     1     True      False      True                        Shahran  1.760000e+09    58666.67\n",
      "84                 300     3     True       True     False                      Baghestan  1.500000e+09    50000.00\n",
      "85                 110     2     True       True      True         West Ferdows Boulevard  3.730000e+09   124333.33\n",
      "86                 100     2    False      False     False                  Shahrake Qods  6.200000e+08    20666.67\n",
      "87                 140     1    False      False     False                       Shahryar  5.800000e+08    19333.33\n",
      "88                  70     2     True       True      True             Northern Janatabad  3.050000e+09   101666.67\n",
      "89                  60     2     True       True     False         West Ferdows Boulevard  2.000000e+09    66666.67\n",
      "90                  76     2     True       True      True     North Program Organization  2.600000e+09    86666.67\n",
      "91                 148     3     True       True      True                      Daryan No  5.990000e+09   199666.67\n",
      "92                  75     2     True       True      True     North Program Organization  2.300000e+09    76666.67\n",
      "93                  40     1     True       True     False                        Pirouzi  1.300000e+09    43333.33\n",
      "94                  65     2     True       True      True  Southern Program Organization  2.270000e+09    75666.67\n",
      "95                 140     3     True       True      True                         Rudhen  4.000000e+09   133333.33\n",
      "96                 110     2     True       True      True                      West Pars  4.000000e+09   133333.33\n",
      "97                  70     2     True      False      True                       Afsarieh  1.650000e+09    55000.00\n",
      "98                 128     3     True       True      True                      Marzdaran  6.700000e+09   223333.33\n",
      "99                  94     2     True       True      True                         Parand  5.800000e+08    19333.33\n",
      "100                 67     1     True       True      True                          Punak  2.300000e+09    76666.67\n",
      "101                 75     1     True       True      True                  Shahrake Qods  6.500000e+08    21666.67\n",
      "102                130     2     True       True      True                         Dorous  1.690000e+10   563333.33\n",
      "103                 40     0    False      False     False                  Shahrake Qods  2.480000e+08     8266.67\n",
      "104                 97     2     True       True      True                         Pardis  5.100000e+08    17000.00\n",
      "105                110     2     True       True      True                        Shahran  3.850000e+09   128333.33\n",
      "106                150     3     True       True      True                      Sadeghieh  6.000000e+09   200000.00\n",
      "107                 75     2    False      False     False                   Chahardangeh  7.800000e+08    26000.00\n",
      "108                137     3     True       True      True                       ShahrAra  7.200000e+09   240000.00\n",
      "109                 85     2     True       True      True                         Parand  4.100000e+08    13666.67\n",
      "110                 68     2    False       True     False                       Pakdasht  4.300000e+08    14333.33\n",
      "111                 78     2    False       True     False                     Baqershahr  8.000000e+08    26666.67\n",
      "112                 85     2     True       True      True                         Parand  5.450000e+08    18166.67\n",
      "113                100     2     True       True     False                         Parand  1.280000e+09    42666.67\n",
      "114                 71     2     True       True      True                          Punak  2.800000e+09    93333.33\n",
      "115                140     3     True       True      True                          Gisha  1.120000e+10   373333.33\n",
      "116                136     3     True       True     False                         Parand  7.500000e+08    25000.00\n",
      "117                 48     1    False      False     False                        Jeyhoon  8.500000e+08    28333.33\n",
      "118                100     2     True       True      True                        Lavizan  3.300000e+09   110000.00\n",
      "119                 82     2     True      False      True                     Shams Abad  3.280000e+09   109333.33\n",
      "120                120     3     True       True      True                         Fatemi  4.800000e+09   160000.00\n",
      "121                139     3     True       True      True                          Gisha  7.300000e+09   243333.33\n",
      "122                110     3     True       True      True            Keshavarz Boulevard  3.950000e+09   131666.67\n",
      "123                 78     2    False      False      True                         Parand  3.700000e+08    12333.33\n",
      "124                 79     2    False      False     False                      Baghestan  7.500000e+08    25000.00\n",
      "125                 66     2     True       True      True                       Salsabil  1.725000e+09    57500.00\n",
      "126                 78     2     True       True      True                       Kahrizak  7.800000e+08    26000.00\n",
      "127                 85     2     True       True      True                       Shahryar  1.419000e+09    47300.00\n",
      "128                100     2     True       True     False                        Qarchak  1.200000e+09    40000.00\n",
      "129                 80     2     True       True      True            Northren Jamalzadeh  3.600000e+09   120000.00\n",
      "130                 44     1     True       True     False                       Salsabil  1.050000e+09    35000.00\n",
      "131                120     2     True       True     False                       Shahryar  1.200000e+09    40000.00\n",
      "132                 50     1    False       True     False                  Shahrake Qods  3.400000e+08    11333.33\n",
      "133                121     3     True       True     False                    Ostad Moein  3.300000e+09   110000.00\n",
      "134                 80     2     True       True      True                     Azarbaijan  2.800000e+09    93333.33\n",
      "135                 70     2    False       True      True                          Bahar  1.200000e+09    40000.00\n",
      "136                160     1    False      False     False                        Qarchak  3.600000e+06      120.00\n",
      "137                 40     0    False      False     False                       Pakdasht  1.650000e+08     5500.00\n",
      "138                 88     2     True       True      True                        Railway  2.860000e+09    95333.33\n",
      "139                141     3     True       True      True      Persian Gulf Martyrs Lake  3.810000e+09   127000.00\n",
      "140                140     3     True       True      True      Persian Gulf Martyrs Lake  1.790000e+09    59666.67\n",
      "141                120     2     True       True      True      Persian Gulf Martyrs Lake  1.530000e+09    51000.00\n",
      "142                 66     2    False       True     False                       Beryanak  1.000000e+09    33333.33\n",
      "143                 70     2     True       True      True                          Punak  3.500000e+09   116666.67\n",
      "144                 75     2     True      False      True                     Heshmatieh  3.000000e+09   100000.00\n",
      "145                 70     2    False       True      True                    Elm-o-Sanat  1.800000e+09    60000.00\n",
      "146                150     3     True       True      True                    Saadat Abad  2.000000e+10   666666.67\n",
      "147                 95     2     True       True      True                       Golestan  9.500000e+08    31666.67\n",
      "148                127     2     True       True      True             Southern Janatabad  6.000000e+09   200000.00\n",
      "149                123     3     True       True      True                   Shahr-e-Ziba  3.700000e+09   123333.33\n",
      "150                 63     2     True       True      True             Southern Janatabad  2.000000e+09    66666.67\n",
      "151                 90     2     True       True      True                          Punak  3.050000e+09   101666.67\n",
      "152                105     2     True       True      True                         Pardis  6.050000e+08    20166.67\n",
      "153                180     3     True       True      True                       Pasdaran  9.900000e+09   330000.00\n",
      "154                120     3     True      False      True                        Pirouzi  3.700000e+09   123333.33\n",
      "155                 65     2     True       True      True                    Feiz Garden  2.500000e+09    83333.33\n",
      "156                158     3     True       True      True                      Farmanieh  1.048000e+10   349333.33\n",
      "157                144     3     True       True      True                     Chardivari  7.632000e+09   254400.00\n",
      "158                144     3     True       True      True                          Punak  7.632000e+09   254400.00\n",
      "159                130     3     True       True      True                     Gheitarieh  1.230000e+10   410000.00\n",
      "160                245     3     True       True      True                      Farmanieh  2.695000e+10   898333.33\n",
      "161                190     3     True       True      True                      Kamranieh  2.430000e+10   810000.00\n",
      "162                 63     2     True       True      True              Central Janatabad  3.000000e+09   100000.00\n",
      "163                 75     2     True       True      True         East Ferdows Boulevard  2.100000e+09    70000.00\n",
      "164                 88     2     True      False      True                        Gholhak  4.700000e+09   156666.67\n",
      "165                108     2     True       True      True                       Pasdaran  9.180000e+09   306000.00\n",
      "166                117     2     True       True      True                     Islamshahr  1.579500e+09    52650.00\n",
      "167                200     3     True       True      True                       Pasdaran  1.200000e+10   400000.00\n",
      "168                 65     1     True       True     False                        Pirouzi  1.750000e+09    58333.33\n",
      "169                 90     2     True       True      True              Central Janatabad  3.780000e+09   126000.00\n",
      "170                125     2     True       True      True                         Heravi  8.100000e+09   270000.00\n",
      "171                140     3     True       True      True                         Heravi  9.100000e+09   303333.33\n",
      "172                 71     2    False       True      True                        Hashemi  1.550000e+09    51666.67\n",
      "173                 71     2    False       True      True                        Jeyhoon  1.640000e+09    54666.67\n",
      "174                236     4     True       True      True                     Gheitarieh  2.000000e+10   666666.67\n",
      "175                 67     2     True       True      True              Central Janatabad  2.750000e+09    91666.67\n",
      "176                 60     1     True       True      True                          Punak  1.750000e+09    58333.33\n",
      "177                220     3     True       True      True                         Heravi  1.540000e+10   513333.33\n",
      "178                 44     1     True       True     False                       Andisheh  3.500000e+08    11666.67\n",
      "179                 68     1     True       True      True                         Heravi  4.115000e+09   137166.67\n",
      "180                100     2     True       True      True                       Pasdaran  8.000000e+09   266666.67\n",
      "181                 86     2     True       True      True                         Pardis  5.800000e+08    19333.33\n",
      "182                 84     2     True       True      True                         Pardis  5.600000e+08    18666.67\n",
      "183                 94     2     True       True      True                         Heravi  4.800000e+09   160000.00\n",
      "184                 55     1    False       True     False         West Ferdows Boulevard  1.550000e+09    51666.67\n",
      "185                113     2     True       True      True                    Saadat Abad  7.500000e+09   250000.00\n",
      "186                 71     2     True       True      True                     Islamshahr  6.300000e+08    21000.00\n",
      "187                 70     2     True       True     False                Dehkade Olampic  2.000000e+09    66666.67\n",
      "188                200     3     True       True      True                       Golestan  2.400000e+09    80000.00\n",
      "189                106     2     True       True      True                       Golestan  1.100000e+09    36666.67\n",
      "190                320     4     True       True      True                    Saadat Abad  2.400000e+10   800000.00\n",
      "191                114     2     True       True      True                      West Pars  3.820000e+09   127333.33\n",
      "192                100     2     True       True      True                          Punak  6.000000e+09   200000.00\n",
      "193                122     2     True       True      True                    Saadat Abad  5.800000e+09   193333.33\n",
      "194                200     2     True       True     False                       Damavand  3.500000e+09   116666.67\n",
      "195                154     3     True       True      True                    Saadat Abad  1.230000e+10   410000.00\n",
      "196                210     3     True       True      True                       Pasdaran  1.575000e+10   525000.00\n",
      "197                200     3     True       True      True         East Ferdows Boulevard  1.100000e+10   366666.67\n",
      "198                 65     1     True       True      True             Southern Janatabad  3.000000e+09   100000.00\n",
      "199                124     3     True       True      True                        Pirouzi  3.968000e+09   132266.67\n",
      "200                 83     2     True       True      True                       Republic  1.909000e+09    63633.33\n",
      "201                270     4     True       True      True                      Farmanieh  3.780000e+10  1260000.00\n",
      "202                104     2     True       True      True         East Ferdows Boulevard  5.700000e+09   190000.00\n",
      "203                150     3     True       True      True                     Zaferanieh  1.049000e+10   349666.67\n",
      "204                103     3     True       True      True         West Ferdows Boulevard  3.200000e+09   106666.67\n",
      "205                 48     1     True       True      True         West Ferdows Boulevard  1.920000e+09    64000.00\n",
      "206                165     3     True       True      True                     Gheitarieh  1.230000e+10   410000.00\n",
      "207                135     2     True       True     False                     Gheitarieh  7.400000e+09   246666.67\n",
      "208                 86     2     True       True      True                    Saadat Abad  6.200000e+09   206666.67\n",
      "209                 75     2     True       True      True         East Ferdows Boulevard  2.350000e+09    78333.33\n",
      "210                 58     1     True       True      True         East Ferdows Boulevard  1.850000e+09    61666.67\n",
      "211                125     2     True       True      True                 Shahrake Gharb  2.150000e+10   716666.67\n",
      "212                 82     2     True       True      True        Qazvin Imamzadeh Hassan  1.886000e+09    62866.67\n",
      "213                 58     2     True       True      True                        Shahran  2.200000e+09    73333.33\n",
      "214                101     2     True       True      True                       Beryanak  2.323000e+09    77433.33\n",
      "215                 90     2     True       True      True                       Niavaran  6.800000e+09   226666.67\n",
      "216                180     3     True       True      True                      Farmanieh  2.070000e+10   690000.00\n",
      "217                132     3     True       True      True                     Gheitarieh  6.250000e+09   208333.33\n",
      "218                 81     2     True       True      True                        Valiasr  1.863000e+09    62100.00\n",
      "219                153     3     True       True      True                       Pasdaran  1.300000e+10   433333.33\n",
      "220                166     3     True       True      True                      Qalandari  1.250000e+10   416666.67\n",
      "221                200     3     True       True      True                       Pasdaran  1.700000e+10   566666.67\n",
      "222                113     2     True       True      True                       Pasdaran  8.500000e+09   283333.33\n",
      "223                100     2     True       True      True                        Valiasr  2.300000e+09    76666.67\n",
      "224                 80     2     True       True      True              Central Janatabad  3.350000e+09   111666.67\n",
      "225                 76     2     True       True      True                        Jeyhoon  2.000000e+09    66666.67\n",
      "226                128     3     True       True      True                          Punak  5.700000e+09   190000.00\n",
      "227                210     3     True       True      True                 Shahrake Gharb  2.700000e+10   900000.00\n",
      "228                140     2     True       True      True                 Shahrake Gharb  1.260000e+10   420000.00\n",
      "229                 74     2     True       True      True                   Amir Bahador  1.702000e+09    56733.33\n",
      "230                 75     1     True       True      True              Central Janatabad  3.000000e+09   100000.00\n",
      "231                120     2     True       True      True                       Pasdaran  7.500000e+09   250000.00\n",
      "232                120     2     True       True      True                       Pasdaran  7.500000e+09   250000.00\n",
      "233                 85     2     True       True      True                     Ekhtiarieh  5.000000e+09   166666.67\n",
      "234                105     2     True       True      True                         Pardis  7.000000e+08    23333.33\n",
      "235                175     3     True       True      True                      Farmanieh  1.560000e+10   520000.00\n",
      "236                170     3     True       True      True                      Farmanieh  1.535000e+10   511666.67\n",
      "237                 58     1     True       True      True                        Ekbatan  2.810000e+09    93666.67\n",
      "238                 75     2     True       True      True                         Parand  3.950000e+08    13166.67\n",
      "239                160     3     True       True      True                     Gheitarieh  1.510000e+10   503333.33\n",
      "240                 62     1     True       True      True                        Shahran  1.850000e+09    61666.67\n",
      "241                 93     2     True       True      True                         Rudhen  1.450000e+09    48333.33\n",
      "242                 75     2     True       True      True                     Islamshahr  7.150000e+08    23833.33\n",
      "243                 86     2     True       True     False                     Islamshahr  1.200000e+09    40000.00\n",
      "244                120     2     True       True      True  Southern Program Organization  4.260000e+09   142000.00\n",
      "245                 95     2     True       True      True                       Andisheh  1.500000e+09    50000.00\n",
      "246                 70     2     True       True     False         West Ferdows Boulevard  2.120000e+09    70666.67\n",
      "247                 75     2     True       True     False         East Ferdows Boulevard  2.000000e+09    66666.67\n",
      "248                 81     2     True      False      True                         Pardis  5.900000e+08    19666.67\n",
      "249                 65     1     True       True     False         West Ferdows Boulevard  1.930000e+09    64333.33\n",
      "250                 75     2     True       True      True         East Ferdows Boulevard  2.730000e+09    91000.00\n",
      "251                106     2     True       True     False         East Ferdows Boulevard  3.150000e+09   105000.00\n",
      "252                115     2     True       True      True         East Ferdows Boulevard  4.600000e+09   153333.33\n",
      "253                100     2     True       True      True                   Shahr-e-Ziba  3.000000e+09   100000.00\n",
      "254                118     2     True       True      True         East Ferdows Boulevard  4.500000e+09   150000.00\n",
      "255                116     2     True       True      True         East Ferdows Boulevard  5.100000e+09   170000.00\n",
      "256                 76     2     True       True      True                   Shahr-e-Ziba  2.200000e+09    73333.33\n",
      "257                 74     2     True       True     False         East Ferdows Boulevard  2.300000e+09    76666.67\n",
      "258                 96     2     True       True      True                    Saadat Abad  4.500000e+09   150000.00\n",
      "259                 87     2     True       True      True                         Pardis  6.250000e+08    20833.33\n",
      "260                 43     1     True       True     False             Northern Janatabad  1.620000e+09    54000.00\n",
      "261                155     3     True       True      True                       Niavaran  1.705000e+10   568333.33\n",
      "262                 53     1     True       True      True         East Ferdows Boulevard  1.920000e+09    64000.00\n",
      "263                160     3     True       True      True                      Farmanieh  1.760000e+10   586666.67\n",
      "264                 78     2     True       True      True                   Shahr-e-Ziba  2.250000e+09    75000.00\n",
      "265                230     3     True       True      True                       Niavaran  2.530000e+10   843333.33\n",
      "266                 55     1     True       True      True         West Ferdows Boulevard  1.850000e+09    61666.67\n",
      "267                120     2     True       True     False                    Saadat Abad  1.170000e+10   390000.00\n",
      "268                 78     2     True       True      True             Southern Janatabad  3.600000e+09   120000.00\n",
      "269                 95     2     True       True      True             Southern Janatabad  4.400000e+09   146666.67\n",
      "270                170     3     True       True      True                     Gheitarieh  1.540000e+10   513333.33\n",
      "271                175     3     True       True      True                 Shahrake Gharb  2.275000e+10   758333.33\n",
      "272                115     3     True       True      True                          Punak  4.500000e+09   150000.00\n",
      "273                113     2     True       True      True                          Punak  4.300000e+09   143333.33\n",
      "274                 85     2     True       True      True                          Punak  3.380000e+09   112666.67\n",
      "275                140     3     True       True      True                    Saadat Abad  1.000000e+10   333333.33\n",
      "276                 90     2     True       True      True                    Saadat Abad  6.500000e+09   216666.67\n",
      "277                 63     1     True      False     False                          Punak  2.200000e+09    73333.33\n",
      "278                 75     2     True       True      True              Central Janatabad  3.220000e+09   107333.33\n",
      "279                130     3     True       True      True                          Punak  6.240000e+09   208000.00\n",
      "280                 91     2     True       True      True                          Punak  3.350000e+09   111666.67\n",
      "281                121     3     True       True      True      Persian Gulf Martyrs Lake  3.650000e+09   121666.67\n",
      "282                140     3     True       True      True                    Saadat Abad  1.550000e+10   516666.67\n",
      "283                126     2     True       True      True         East Ferdows Boulevard  5.500000e+09   183333.33\n",
      "284                450     2     True       True     False                         Absard  4.200000e+09   140000.00\n",
      "285                500     2     True       True     False                         Absard  3.900000e+09   130000.00\n",
      "286                110     1     True       True      True                       Pasdaran  6.600000e+09   220000.00\n",
      "287                145     3     True       True      True                       Haft Tir  4.700000e+09   156666.67\n",
      "288                 81     2     True       True      True                  Shahrake Qods  8.100000e+08    27000.00\n",
      "289                 64     2     True       True      True                   Shahr-e-Ziba  2.200000e+09    73333.33\n",
      "290                112     2     True       True      True                   Shahr-e-Ziba  3.680000e+09   122666.67\n",
      "291                192     3     True       True      True                      Marzdaran  1.267000e+10   422333.33\n",
      "292                164     3     True       True      True                      Marzdaran  1.000000e+10   333333.33\n",
      "293                135     3     True       True      True                       Pasdaran  8.100000e+09   270000.00\n",
      "294                170     3     True       True      True                      Mahallati  9.200000e+09   306666.67\n",
      "295                130     3     True       True      True                      Mahallati  5.200000e+09   173333.33\n",
      "296                 84     2     True       True      True                        Shahran  3.400000e+09   113333.33\n",
      "297                 82     2     True       True      True                        Shahran  3.550000e+09   118333.33\n",
      "298                265     3     True       True      True                      Farmanieh  2.000000e+10   666666.67\n",
      "299                 60     1     True       True      True             Southern Janatabad  1.950000e+09    65000.00\n",
      "300                145     3     True       True      True                       Pasdaran  1.550000e+10   516666.67\n",
      "301                 65     1    False       True      True             Southern Janatabad  2.000000e+09    66666.67\n",
      "302                 60     1     True       True     False             Southern Janatabad  2.280000e+09    76000.00\n",
      "303                 63     2     True       True      True             Southern Janatabad  2.000000e+09    66666.67\n",
      "304                 70     2     True       True      True             Southern Janatabad  1.950000e+09    65000.00\n",
      "305                 92     2     True       True      True                    Feiz Garden  3.900000e+09   130000.00\n",
      "306                 98     2     True       True      True                       Pasdaran  7.800000e+09   260000.00\n",
      "307                 62     1     True       True      True             Southern Janatabad  2.280000e+09    76000.00\n",
      "308                 65     1     True       True      True                          Punak  2.900000e+09    96666.67\n",
      "309                 90     2     True       True      True                          Ozgol  5.000000e+09   166666.67\n",
      "310                 59     2     True       True      True             Southern Janatabad  1.900000e+09    63333.33\n",
      "311                 63     2     True       True      True             Southern Janatabad  2.000000e+09    66666.67\n",
      "312                 60     2     True       True      True             Southern Janatabad  2.200000e+09    73333.33\n",
      "313                 70     2     True       True      True             Southern Janatabad  2.500000e+09    83333.33\n",
      "314                 60     1     True       True      True             Southern Janatabad  2.200000e+09    73333.33\n",
      "315                165     3     True       True      True                       Pasdaran  1.050000e+10   350000.00\n",
      "316                135     2     True       True      True                     Zaferanieh  1.750000e+10   583333.33\n",
      "317                 65     1     True       True      True             Southern Janatabad  2.000000e+09    66666.67\n",
      "318                 60     1     True       True      True             Southern Janatabad  2.250000e+09    75000.00\n",
      "319                 60     1     True       True      True             Southern Janatabad  2.250000e+09    75000.00\n",
      "320                 86     2     True       True      True             Southern Janatabad  3.600000e+09   120000.00\n",
      "321                109     2     True       True      True                         Heravi  6.000000e+09   200000.00\n",
      "322                 98     2     True       True     False                         Narmak  2.842000e+09    94733.33\n",
      "323                 80     2     True       True      True              Central Janatabad  3.120000e+09   104000.00\n",
      "324                143     3     True       True      True                     Gheitarieh  8.860000e+09   295333.33\n",
      "325                 95     2     True       True      True                    Saadat Abad  4.550000e+09   151666.67\n",
      "326                 86     2     True       True      True                          Punak  3.700000e+09   123333.33\n",
      "327                160     3     True       True      True                     Gheitarieh  1.000000e+10   333333.33\n",
      "328                200     3     True       True      True                       Pasdaran  1.658000e+10   552666.67\n",
      "329                 74     1     True       True      True                          Punak  3.250000e+09   108333.33\n",
      "330                350     3     True       True      True                     Zaferanieh  5.250000e+10  1750000.00\n",
      "331                 87     2     True       True      True             Northern Janatabad  3.550000e+09   118333.33\n",
      "332                 82     2     True       True      True         West Ferdows Boulevard  3.450000e+09   115000.00\n",
      "333                 55     1     True       True      True                   Shahr-e-Ziba  2.490000e+09    83000.00\n",
      "334                148     3     True       True      True                     Ekhtiarieh  8.400000e+09   280000.00\n",
      "335                 55     1     True      False      True                   Shahr-e-Ziba  2.020000e+09    67333.33\n",
      "336                100     2     True       True     False             Southern Janatabad  3.800000e+09   126666.67\n",
      "337                 55     1    False       True     False         West Ferdows Boulevard  1.550000e+09    51666.67\n",
      "338                130     3     True       True      True              Central Janatabad  5.300000e+09   176666.67\n",
      "339                335     4     True       True      True                    Saadat Abad  3.350000e+10  1116666.67\n",
      "340                320     4     True       True      True                    Saadat Abad  4.000000e+10  1333333.33\n",
      "341                192     3     True       True      True                    Saadat Abad  1.950000e+10   650000.00\n",
      "342                100     2     True       True      True                     Gheitarieh  8.000000e+09   266666.67\n",
      "343                148     3     True       True      True                    Saadat Abad  1.480000e+10   493333.33\n",
      "344                145     2     True       True      True                 Shahrake Gharb  1.470000e+10   490000.00\n",
      "345                192     4     True       True      True                    Saadat Abad  2.200000e+10   733333.33\n",
      "346                235     3     True       True      True     North Program Organization  1.645000e+10   548333.33\n",
      "347                225     3     True       True      True                         Heravi  1.575000e+10   525000.00\n",
      "348                221     4     True       True      True                    Saadat Abad  2.500000e+10   833333.33\n",
      "349                312     4     True       True      True                      Farmanieh  4.500000e+10  1500000.00\n",
      "350                188     3     True       True      True                          Ozgol  1.767200e+10   589066.67\n",
      "351                170     2     True       True      True                      Farmanieh  1.240000e+10   413333.33\n",
      "352                198     3     True       True      True                      Farmanieh  2.772000e+10   924000.00\n",
      "353                 80     2     True       True      True     North Program Organization  3.100000e+09   103333.33\n",
      "354                170     3     True       True      True                       Niavaran  1.870000e+10   623333.33\n",
      "355                110     2     True       True      True                        Tajrish  6.600000e+09   220000.00\n",
      "356                650     2     True       True     False                         Absard  5.200000e+09   173333.33\n",
      "357                200     3     True       True      True                    Saadat Abad  1.200000e+10   400000.00\n",
      "358                101     3     True       True      True                     Ekhtiarieh  6.500000e+09   216666.67\n",
      "359                104     2     True       True      True                    Feiz Garden  3.850000e+09   128333.33\n",
      "360                 70     2     True       True      True             Northern Janatabad  3.200000e+09   106666.67\n",
      "361                 76     2     True       True     False                   Shahr-e-Ziba  2.570000e+09    85666.67\n",
      "362                110     2     True       True      True                    Feiz Garden  4.300000e+09   143333.33\n",
      "363                160     2     True       True      True                       Pasdaran  1.620000e+10   540000.00\n",
      "364                179     3     True       True      True                         Dorous  1.380000e+10   460000.00\n",
      "365                256     3     True       True      True                         Dorous  1.850000e+10   616666.67\n",
      "366                 90     2     True       True      True                    Feiz Garden  3.850000e+09   128333.33\n",
      "367                 77     2     True       True      True                   Shahr-e-Ziba  2.570000e+09    85666.67\n",
      "368                 96     2     True       True      True                       Pasdaran  5.600000e+09   186666.67\n",
      "369                 75     1     True       True      True              Central Janatabad  3.250000e+09   108333.33\n",
      "370                 79     2     True       True      True                         Abazar  3.000000e+09   100000.00\n",
      "371                 67     1     True       True      True                    Saadat Abad  3.400000e+09   113333.33\n",
      "372                125     2     True       True      True                   Shahr-e-Ziba  6.400000e+09   213333.33\n",
      "373                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "374                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "375                 91     2     True       True      True                    Saadat Abad  5.400000e+09   180000.00\n",
      "376                105     2     True       True      True                         Parand  1.417500e+09    47250.00\n",
      "377                 66     2     True       True      True                    Ostad Moein  1.585000e+09    52833.33\n",
      "378                 86     2     True       True      True             Southern Janatabad  3.270000e+09   109000.00\n",
      "379                 72     2     True       True     False             Northern Janatabad  2.380000e+09    79333.33\n",
      "380                148     2     True      False      True                        Koohsar  4.500000e+09   150000.00\n",
      "381                 84     2     True       True      True                    Saadat Abad  4.600000e+09   153333.33\n",
      "382                128     2     True       True      True                       Niavaran  1.280000e+10   426666.67\n",
      "383                 65     1     True       True      True         West Ferdows Boulevard  3.900000e+09   130000.00\n",
      "384                140     3     True       True      True                       Pasdaran  1.180000e+10   393333.33\n",
      "385                115     2     True       True      True                     Ekhtiarieh  7.400000e+09   246666.67\n",
      "386                105     2     True       True      True                    Saadat Abad  5.700000e+09   190000.00\n",
      "387                 87     2     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "388                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "389                 60     1     True       True      True      Persian Gulf Martyrs Lake  8.750000e+08    29166.67\n",
      "390                 68     1     True       True      True  Southern Program Organization  2.630000e+09    87666.67\n",
      "391                 49     1     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "392                103     2     True       True      True                         Hekmat  9.270000e+09   309000.00\n",
      "393                 55     1     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "394                140     3     True       True      True                          Punak  7.700000e+09   256666.67\n",
      "395                257     4     True       True      True      Persian Gulf Martyrs Lake  1.285000e+10   428333.33\n",
      "396                 82     2     True       True      True                          Punak  4.018000e+09   133933.33\n",
      "397                167     3     True       True      True                          Punak  1.068800e+10   356266.67\n",
      "398                 53     1    False       True     False         West Ferdows Boulevard  1.640000e+09    54666.67\n",
      "399                 51     1    False       True     False         West Ferdows Boulevard  1.550000e+09    51666.67\n",
      "400                 54     1     True       True     False         West Ferdows Boulevard  2.130000e+09    71000.00\n",
      "401                 82     2     True       True      True                     Sattarkhan  4.100000e+09   136666.67\n",
      "402                 75     2     True       True      True         West Ferdows Boulevard  2.800000e+09    93333.33\n",
      "403                 98     2     True       True      True         West Ferdows Boulevard  4.520000e+09   150666.67\n",
      "404                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "405                 70     1     True       True      True                       Niavaran  5.600000e+09   186666.67\n",
      "406                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "407                 64     1     True       True      True                        Ekbatan  3.700000e+09   123333.33\n",
      "408                 85     2     True       True      True                        Jeyhoon  2.100000e+09    70000.00\n",
      "409                 48     1    False       True     False                       Parastar  9.800000e+08    32666.67\n",
      "410                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "411                246     3     True       True      True                     Ekhtiarieh  2.250000e+10   750000.00\n",
      "412                168     3     True       True      True                     Gheitarieh  1.400000e+10   466666.67\n",
      "413                280     4     True       True      True                    Saadat Abad  3.850000e+10  1283333.33\n",
      "414                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "415                 84     2     True       True      True                         Pardis  6.800000e+08    22666.67\n",
      "416                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "417                108     2     True       True      True                          Gisha  5.180000e+09   172666.67\n",
      "418                 62     1     True       True      True                   Shahr-e-Ziba  2.580000e+09    86000.00\n",
      "419                 70     2     True       True      True             Southern Janatabad  3.370000e+09   112333.33\n",
      "420                180     3     True       True      True                       Pasdaran  9.900000e+09   330000.00\n",
      "421                135     3     True       True      True                         Abazar  6.480000e+09   216000.00\n",
      "422                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "423                108     2     True       True      True                      Farmanieh  6.200000e+09   206666.67\n",
      "424                 91     2     True       True      True                     Ekhtiarieh  5.180000e+09   172666.67\n",
      "425                120     2     True       True      True                     Gheitarieh  8.900000e+09   296666.67\n",
      "426                112     2     True       True     False                     Gheitarieh  7.500000e+09   250000.00\n",
      "427                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "428                123     2     True       True      True                        Pirouzi  4.059000e+09   135300.00\n",
      "429                 69     2     True       True      True                        Pirouzi  1.800000e+09    60000.00\n",
      "430                400     5     True       True     False                        Lavasan  8.500000e+10  2833333.33\n",
      "431                660     5     True       True     False                        Lavasan  5.500000e+10  1833333.33\n",
      "432                 66     1     True      False      True                        Pirouzi  1.850000e+09    61666.67\n",
      "433                 80     2     True       True      True                    Ostad Moein  2.150000e+09    71666.67\n",
      "434                 44     1     True       True     False                        Pirouzi  8.800000e+08    29333.33\n",
      "435                180     3     True       True      True         East Ferdows Boulevard  9.360000e+09   312000.00\n",
      "436                164     3     True       True      True         East Ferdows Boulevard  9.840000e+09   328000.00\n",
      "437                213     3     True       True      True         East Ferdows Boulevard  1.448400e+10   482800.00\n",
      "438                100     2     True       True      True                   Shahr-e-Ziba  3.400000e+09   113333.33\n",
      "439                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "440                300     3     True       True      True                       Niavaran  5.550000e+10  1850000.00\n",
      "441                126     3     True       True      True                    Ostad Moein  3.000000e+09   100000.00\n",
      "442                 85     2     True       True      True                       Majidieh  2.500000e+09    83333.33\n",
      "443                 75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "444                 57     1    False       True      True                       Parastar  1.270000e+09    42333.33\n",
      "445                 61     1    False       True     False                   Shahr-e-Ziba  1.990000e+09    66333.33\n",
      "446                 79     2     True       True      True                        Jeyhoon  1.817000e+09    60566.67\n",
      "447                 68     1     True       True      True                        Pirouzi  2.450000e+09    81666.67\n",
      "448                105     2     True       True      True                         Pardis  1.000000e+09    33333.33\n",
      "449                105     2     True       True      True                    Saadat Abad  7.700000e+09   256666.67\n",
      "450                160     2     True       True      True                         Pardis  1.930000e+09    64333.33\n",
      "451                100     2     True       True      True                         Pardis  5.850000e+08    19500.00\n",
      "452                125     3     True       True      True                    Saadat Abad  1.250000e+10   416666.67\n",
      "453                 94     2     True      False      True                         Pardis  9.900000e+08    33000.00\n",
      "454                 80     2    False       True     False             Northern Janatabad  2.200000e+09    73333.33\n",
      "455                 75     2     True      False      True                       Parastar  2.300000e+09    76666.67\n",
      "456                 99     3     True       True      True     North Program Organization  4.190000e+09   139666.67\n",
      "457                 90     2     True       True      True                   Shahr-e-Ziba  4.099000e+09   136633.33\n",
      "458                129     3     True       True      True                   Shahr-e-Ziba  4.500000e+09   150000.00\n",
      "459                245     3     True       True      True                       Aqdasieh  3.650000e+10  1216666.67\n",
      "460                102     2     True       True     False                       Parastar  2.030000e+09    67666.67\n",
      "461                141     3     True       True      True                       Pakdasht  1.225000e+09    40833.33\n",
      "462                 96     2     True       True      True                   Shahr-e-Ziba  3.840000e+09   128000.00\n",
      "463                155     3     True       True      True                         Heravi  8.600000e+09   286666.67\n",
      "464                300     3     True       True      True                      Farmanieh  5.550000e+10  1850000.00\n",
      "465                 87     2     True       True      True                     Gheitarieh  6.264000e+09   208800.00\n",
      "466                 87     2     True       True      True                     Gheitarieh  6.264000e+09   208800.00\n",
      "467                105     2     True       True      True                     Gheitarieh  6.200000e+09   206666.67\n",
      "468                 61     1     True       True      True                        Shahran  1.850000e+09    61666.67\n",
      "469                 88     2     True       True      True         East Ferdows Boulevard  3.700000e+09   123333.33\n",
      "470                101     2     True       True      True         West Ferdows Boulevard  3.700000e+09   123333.33\n",
      "471                160     2     True       True      True                         Pardis  1.930000e+09    64333.33\n",
      "472                130     2     True       True      True               Southern Chitgar  3.250000e+09   108333.33\n",
      "473                150     3     True       True      True                      Karimkhan  7.800000e+09   260000.00\n",
      "474                144     2     True       True      True                        Railway  6.600000e+09   220000.00\n",
      "475                 91     2     True       True      True             Southern Janatabad  4.500000e+09   150000.00\n",
      "476                 68     2     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "477                133     3     True       True      True                         Rudhen  2.260000e+09    75333.33\n",
      "478                 71     2     True       True      True                    Si Metri Ji  1.633000e+09    54433.33\n",
      "479                 64     1     True       True      True                         Pardis  6.800000e+08    22666.67\n",
      "480                132     2     True       True      True                         Rudhen  2.244000e+09    74800.00\n",
      "481                 95     2     True       True      True                         Abazar  5.600000e+09   186666.67\n",
      "482                 95     2     True       True      True                         Abazar  4.500000e+09   150000.00\n",
      "483                102     2     True       True      True                         Abazar  5.200000e+09   173333.33\n",
      "484                120     2     True       True      True                         Abazar  6.250000e+09   208333.33\n",
      "485                117     3     True       True      True         East Ferdows Boulevard  4.600000e+09   153333.33\n",
      "486                 55     1     True       True      True                         Karoon  1.570000e+09    52333.33\n",
      "487                 60     1     True       True      True               Northern Chitgar  2.950000e+08     9833.33\n",
      "488                 85     2     True       True      True                        Jeyhoon  1.900000e+09    63333.33\n",
      "489                 80     2    False       True      True                        Jeyhoon  1.750000e+09    58333.33\n",
      "490                 54     1     True       True      True                        Jeyhoon  1.500000e+09    50000.00\n",
      "491                 57     1     True       True      True                    Feiz Garden  1.880000e+09    62666.67\n",
      "492                101     2     True      False      True                        Pirouzi  3.130000e+09   104333.33\n",
      "493                 65     2     True       True     False                    Feiz Garden  1.960000e+09    65333.33\n",
      "494                 91     2     True       True      True                          Punak  3.230000e+09   107666.67\n",
      "495                105     2     True       True      True                         Pardis  6.900000e+08    23000.00\n",
      "496                 86     2     True       True      True              Central Janatabad  3.480000e+09   116000.00\n",
      "497                200     3     True       True      True                      Farmanieh  3.500000e+10  1166666.67\n",
      "498                 87     2     True       True      True                         Pardis  7.600000e+08    25333.33\n",
      "499                103     2     True       True      True                        Shahran  3.550000e+09   118333.33\n",
      "500                 81     2     True       True      True                      East Pars  2.891700e+09    96390.00\n",
      "501                 73     2     True       True      True                    Feiz Garden  2.600000e+09    86666.67\n",
      "502                 90     2     True       True      True               Northern Chitgar  4.550000e+08    15166.67\n",
      "503                134     3     True       True      True                       Andisheh  1.600000e+09    53333.33\n",
      "504                 60     1     True       True      True                        Shahran  1.850000e+09    61666.67\n",
      "505                 51     1     True       True     False                        Shahran  2.020000e+09    67333.33\n",
      "506                108     2     True       True     False                         Pardis  1.300000e+09    43333.33\n",
      "507                 86     2     True       True      True                         Pardis  6.100000e+08    20333.33\n",
      "508                110     2     True       True     False                         Pardis  1.870000e+09    62333.33\n",
      "509                 88     2     True       True      True                         Pardis  7.400000e+08    24666.67\n",
      "510                 85     2     True       True      True                         Pardis  7.800000e+08    26000.00\n",
      "511                100     2     True       True      True                        Pirouzi  3.000000e+09   100000.00\n",
      "512                 87     2     True       True      True                         Pardis  7.150000e+08    23833.33\n",
      "513                191     3     True       True      True                      Farmanieh  1.814500e+10   604833.33\n",
      "514                 91     2     True       True      True                       Salsabil  2.093000e+09    69766.67\n",
      "515                282     3     True       True      True                      Farmanieh  3.666000e+10  1222000.00\n",
      "516                282     2     True       True      True                       Niavaran  3.000000e+10  1000000.00\n",
      "517                210     3     True       True      True                      Farmanieh  2.310000e+10   770000.00\n",
      "518                 87     2     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "519                170     2     True       True      True                           Kook  7.140000e+09   238000.00\n",
      "520                 89     2     True       True      True                      Moniriyeh  2.047000e+09    68233.33\n",
      "521                 64     2     True       True      True                    Saadat Abad  3.200000e+09   106666.67\n",
      "522                 89     2     True       True      True             Northern Janatabad  3.100000e+09   103333.33\n",
      "523                135     3     True       True      True                     Zaferanieh  1.180000e+10   393333.33\n",
      "524                 75     2    False      False     False                      Air force  1.650000e+09    55000.00\n",
      "525                105     2     True       True      True                      Air force  3.990000e+09   133000.00\n",
      "526                320     4     True       True      True                    Saadat Abad  4.000000e+10  1333333.33\n",
      "527                111     2     True       True      True                    Saadat Abad  6.800000e+09   226666.67\n",
      "528                133     3     True       True      True                        Sohanak  7.448000e+09   248266.67\n",
      "529                 65     1     True       True     False                    Saadat Abad  3.250000e+09   108333.33\n",
      "530                 65     1    False       True      True                        Lavizan  2.650000e+09    88333.33\n",
      "531                112     2     True       True      True                     Gheitarieh  8.200000e+09   273333.33\n",
      "532                147     3     True       True      True                     Ekhtiarieh  8.400000e+09   280000.00\n",
      "533                150     3     True       True      True                    Saadat Abad  1.200000e+10   400000.00\n",
      "534                 67     1     True       True      True             Southern Janatabad  3.450000e+09   115000.00\n",
      "535                220     3     True       True      True                     Ekhtiarieh  1.500000e+10   500000.00\n",
      "536                 66     2     True       True      True                         Narmak  2.510000e+09    83666.67\n",
      "537                 75     2     True       True     False                   Shahr-e-Ziba  1.880000e+09    62666.67\n",
      "538                180     3     True       True      True                       Aqdasieh  1.260000e+10   420000.00\n",
      "539                103     2     True       True      True                    Saadat Abad  5.200000e+09   173333.33\n",
      "540                 68     1     True       True      True         West Ferdows Boulevard  3.570000e+09   119000.00\n",
      "541                115     2     True       True      True                       Pasdaran  1.100000e+10   366666.67\n",
      "542                115     2     True       True      True                       Andisheh  1.900000e+09    63333.33\n",
      "543                150     3     True       True      True                         Narmak  8.400000e+09   280000.00\n",
      "544                 78     2     True       True      True                  Qasr-od-Dasht  2.000000e+09    66666.67\n",
      "545                100     2     True       True      True      Persian Gulf Martyrs Lake  1.000000e+09    33333.33\n",
      "546                 58     1     True       True      True                          Punak  2.650000e+09    88333.33\n",
      "547                 90     2     True       True      True                          Punak  4.200000e+09   140000.00\n",
      "548                235     3     True       True      True                     Gheitarieh  2.400000e+10   800000.00\n",
      "549                 48     1     True       True      True                          Punak  2.250000e+09    75000.00\n",
      "550                 70     2     True       True      True                          Punak  2.800000e+09    93333.33\n",
      "551                 86     2     True       True      True                          Punak  4.200000e+09   140000.00\n",
      "552                 79     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "553                 88     2     True       True      True              Central Janatabad  3.600000e+09   120000.00\n",
      "554                145     3     True       True      True                      Qalandari  1.300000e+10   433333.33\n",
      "555                 64     2     True       True     False                        Jeyhoon  1.500000e+09    50000.00\n",
      "556                135     3     True       True      True                    Saadat Abad  1.147500e+10   382500.00\n",
      "557                 50     1    False       True     False                        Pirouzi  1.260000e+09    42000.00\n",
      "558                 87     2     True       True      True                         Pardis  5.400000e+08    18000.00\n",
      "559                 84     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "560                300     4     True       True      True                     Zaferanieh  4.200000e+10  1400000.00\n",
      "561                137     3     True       True      True                     Zaferanieh  1.000000e+10   333333.33\n",
      "562                105     2     True       True      True                       Velenjak  9.500000e+09   316666.67\n",
      "563                145     2     True       True      True                     Zaferanieh  1.100000e+10   366666.67\n",
      "564                 84     2     True       True      True                         Pardis  5.600000e+08    18666.67\n",
      "565                170     2     True       True      True                     Zaferanieh  3.200000e+10  1066666.67\n",
      "566                157     3     True       True      True                     Zaferanieh  1.480000e+10   493333.33\n",
      "567                170     3     True       True      True                     Zaferanieh  1.900000e+10   633333.33\n",
      "568                283     3     True       True      True                     Zaferanieh  2.970000e+10   990000.00\n",
      "569                 84     2     True       True      True                         Pardis  5.400000e+08    18000.00\n",
      "570     3,310,000,000      2     True       True      True                    Ostad Moein  3.310000e+09   110333.33\n",
      "571                 84     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "572                 80     2     True       True     False             Northern Janatabad  3.250000e+09   108333.33\n",
      "573                863     2     True       True      True                     Gheitarieh  7.830000e+09   261000.00\n",
      "574                125     2     True       True      True                      Kamranieh  8.700000e+09   290000.00\n",
      "575                 65     2     True       True      True                          Punak  2.350000e+09    78333.33\n",
      "576                105     2     True       True      True             Southern Janatabad  5.300000e+09   176666.67\n",
      "577                170     3     True       True      True                      Farmanieh  1.870000e+10   623333.33\n",
      "578                230     3     True       True      True                     Ekhtiarieh  1.930000e+10   643333.33\n",
      "579                200     3     True       True      True                       Pasdaran  2.200000e+10   733333.33\n",
      "580                150     3     True       True      True                       Pasdaran  1.300000e+10   433333.33\n",
      "581                 93     2     True       True      True              Central Janatabad  4.650000e+09   155000.00\n",
      "582                110     2     True       True      True              Central Janatabad  4.500000e+09   150000.00\n",
      "583                415     5     True       True      True                       Niavaran  5.395000e+10  1798333.33\n",
      "584                 95     2     True       True      True                    Saadat Abad  5.700000e+09   190000.00\n",
      "585                128     3     True       True      True                     Ekhtiarieh  8.960000e+09   298666.67\n",
      "586                140     2     True       True      True                    Saadat Abad  8.400000e+09   280000.00\n",
      "587                 86     2     True       True      True             Southern Janatabad  3.200000e+09   106666.67\n",
      "588                 70     2     True       True      True                    Saadat Abad  3.900000e+09   130000.00\n",
      "589                173     3     True       True      True         East Ferdows Boulevard  9.515000e+09   317166.67\n",
      "590                 72     2     True       True      True             Southern Janatabad  3.150000e+09   105000.00\n",
      "591                 73     2     True       True      True                    Saadat Abad  3.900000e+09   130000.00\n",
      "592                 75     1     True       True      True              Central Janatabad  3.200000e+09   106666.67\n",
      "593                 67     2     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "594                 68     2     True       True      True         East Ferdows Boulevard  2.700000e+09    90000.00\n",
      "595                 88     2     True       True      True                         Pardis  1.900000e+09    63333.33\n",
      "596                111     2     True       True      True                    Saadat Abad  5.661000e+09   188700.00\n",
      "597                 98     2     True       True     False         West Ferdows Boulevard  3.750000e+09   125000.00\n",
      "598                 62     2     True       True      True         West Ferdows Boulevard  2.750000e+09    91666.67\n",
      "599                 80     2     True       True      True              Central Janatabad  4.240000e+09   141333.33\n",
      "600                200     4     True       True      True                    Saadat Abad  1.500000e+10   500000.00\n",
      "601                210     4     True       True      True                    Saadat Abad  1.550000e+10   516666.67\n",
      "602                162     3     True       True      True                 Shahrake Gharb  1.215000e+10   405000.00\n",
      "603                150     3     True       True      True                     Ekhtiarieh  1.200000e+10   400000.00\n",
      "604                 82     2     True       True      True                         Pardis  1.100000e+09    36666.67\n",
      "605                130     3     True       True      True                       Pasdaran  1.110000e+10   370000.00\n",
      "606                 76     2     True       True      True                    Saadat Abad  4.000000e+09   133333.33\n",
      "607                 96     2     True       True      True                 Shahrake Gharb  4.800000e+09   160000.00\n",
      "608                103     2     True       True      True                    Saadat Abad  5.200000e+09   173333.33\n",
      "609                135     3     True      False      True                    Saadat Abad  8.700000e+09   290000.00\n",
      "610                140     2     True       True      True                 Shahrake Gharb  1.260000e+10   420000.00\n",
      "611                165     3     True       True      True                 Shahrake Gharb  1.480000e+10   493333.33\n",
      "612                120     2     True       True      True                  Shahrake Qods  1.050000e+09    35000.00\n",
      "613                160     2     True       True      True                         Pardis  2.000000e+09    66666.67\n",
      "614                150     3     True       True      True                     Gheitarieh  9.000000e+09   300000.00\n",
      "615                 51     1    False       True      True                        Pirouzi  1.300000e+09    43333.33\n",
      "616                 75     1     True       True      True                     Ekhtiarieh  3.900000e+09   130000.00\n",
      "617                180     3     True       True      True         East Ferdows Boulevard  9.900000e+09   330000.00\n",
      "618                 93     2     True       True      True                  Shahrake Qods  1.181100e+09    39370.00\n",
      "619                 84     2     True       True      True                  Shahrake Qods  1.150800e+09    38360.00\n",
      "620                 92     2    False       True      True                  Shahrake Qods  1.012000e+09    33733.33\n",
      "621                105     2     True       True      True                  Shahrake Qods  1.365000e+09    45500.00\n",
      "622                 67     2     True       True     False              Central Janatabad  2.400000e+09    80000.00\n",
      "623                100     2     True       True      True                     Ekhtiarieh  5.500000e+09   183333.33\n",
      "624                170     3     True       True      True                       Pasdaran  1.080000e+10   360000.00\n",
      "625                162     3     True       True      True                       Pasdaran  7.600000e+09   253333.33\n",
      "626                 43     1     True       True      True                        Shahran  2.080000e+09    69333.33\n",
      "627                150     3     True       True      True                     Gheitarieh  1.250000e+10   416666.67\n",
      "628                245     3     True       True      True                      Farmanieh  2.205000e+10   735000.00\n",
      "629                 93     2     True       True      True             Northern Janatabad  4.140000e+09   138000.00\n",
      "630                 60     1     True       True      True      Persian Gulf Martyrs Lake  2.950000e+08     9833.33\n",
      "631                128     3     True       True      True                     Gheitarieh  9.300000e+09   310000.00\n",
      "632                 87     2     True       True      True                         Pardis  7.950000e+08    26500.00\n",
      "633                100     2     True       True      True                         Heravi  5.500000e+09   183333.33\n",
      "634                124     2     True       True      True                         Heravi  7.040000e+09   234666.67\n",
      "635                156     3     True       True      True                         Abazar  9.400000e+09   313333.33\n",
      "636                171     3     True       True      True                     Gheitarieh  1.400000e+10   466666.67\n",
      "637                 58     2     True       True     False              Central Janatabad  2.080000e+09    69333.33\n",
      "638                 88     2     True       True      True                        Amirieh  2.024000e+09    67466.67\n",
      "639                190     3     True       True      True                       Niavaran  2.470000e+10   823333.33\n",
      "640                 61     1     True       True     False              Central Janatabad  2.180000e+09    72666.67\n",
      "641                165     3     True       True      True                       Niavaran  1.720000e+10   573333.33\n",
      "642                235     3     True       True      True                     Gheitarieh  2.650000e+10   883333.33\n",
      "643                 87     2     True       True      True                         Pardis  6.700000e+08    22333.33\n",
      "644                121     3     True       True      True                         Pardis  6.300000e+08    21000.00\n",
      "645                105     2     True       True      True                         Pardis  9.550000e+08    31833.33\n",
      "646                100     3     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "647                105     2     True       True      True                         Pardis  9.800000e+08    32666.67\n",
      "648                 69     2     True       True      True                   Shahr-e-Ziba  2.050000e+09    68333.33\n",
      "649                115     2     True       True      True                 Shahrake Gharb  1.300000e+10   433333.33\n",
      "650                157     3     True       True      True                 Shahrake Gharb  1.850000e+10   616666.67\n",
      "651                145     3     True       True      True                         Heravi  7.541000e+09   251366.67\n",
      "652                160     3     True       True      True                       Velenjak  1.070000e+10   356666.67\n",
      "653                261     4     True       True      True                     Zaferanieh  2.600000e+10   866666.67\n",
      "654                145     3     True       True      True                     Zaferanieh  1.100000e+10   366666.67\n",
      "655                 51     1    False       True      True                        Pirouzi  1.275000e+09    42500.00\n",
      "656                 87     2     True       True      True                         Pardis  4.900000e+08    16333.33\n",
      "657                116     2     True       True      True                Dehkade Olampic  4.350000e+09   145000.00\n",
      "658                 95     2     True       True      True                        Jeyhoon  2.280000e+09    76000.00\n",
      "659                 75     2     True       True      True                        Jeyhoon  2.250000e+09    75000.00\n",
      "660                 86     2     True       True      True                         Komeil  1.978000e+09    65933.33\n",
      "661                 95     2     True       True      True                          Punak  4.200000e+09   140000.00\n",
      "663                 88     2     True       True      True                        Valiasr  2.024000e+09    67466.67\n",
      "664                 93     2     True       True      True                   Amir Bahador  2.139000e+09    71300.00\n",
      "665                 70     2     True       True      True                        Amirieh  1.630000e+09    54333.33\n",
      "666                140     3     True       True      True                    Saadat Abad  9.800000e+09   326666.67\n",
      "667                 81     2     True       True      True              Central Janatabad  4.000000e+09   133333.33\n",
      "668                109     2     True       True      True                        Shahran  3.500000e+09   116666.67\n",
      "669                122     2     True       True      True                       Aqdasieh  7.000000e+09   233333.33\n",
      "670                 70     1     True       True      True              Central Janatabad  3.100000e+09   103333.33\n",
      "671                 60     1     True       True      True         West Ferdows Boulevard  2.450000e+09    81666.67\n",
      "672                 53     1     True       True     False         East Ferdows Boulevard  1.920000e+09    64000.00\n",
      "673                 45     1    False      False     False                    Ostad Moein  1.200000e+09    40000.00\n",
      "674                 58     1     True       True     False                          Punak  1.900000e+09    63333.33\n",
      "675                140     3     True       True      True                Dehkade Olampic  4.400000e+09   146666.67\n",
      "676                100     2     True       True      True                           Kook  3.580000e+09   119333.33\n",
      "677                 96     2     True       True      True                      Azadshahr  3.750000e+09   125000.00\n",
      "678                 79     2     True       True      True         East Ferdows Boulevard  2.850000e+09    95000.00\n",
      "679                125     3     True       True      True      Persian Gulf Martyrs Lake  3.750000e+09   125000.00\n",
      "680                 75     2     True       True      True             Northern Janatabad  3.050000e+09   101666.67\n",
      "681                145     2     True       True      True                      Azadshahr  4.500000e+09   150000.00\n",
      "682                102     2     True       True     False                        Railway  4.520000e+09   150666.67\n",
      "683                115     2     True       True      True                      Zibadasht  4.350000e+09   145000.00\n",
      "684                140     3     True       True      True      Persian Gulf Martyrs Lake  8.500000e+09   283333.33\n",
      "685                 66     1     True       True      True                          Punak  3.300000e+09   110000.00\n",
      "686                161     3     True       True      True      Persian Gulf Martyrs Lake  8.350000e+09   278333.33\n",
      "687                102     2     True       True      True      Persian Gulf Martyrs Lake  4.500000e+09   150000.00\n",
      "688                145     4     True       True      True      Persian Gulf Martyrs Lake  5.100000e+09   170000.00\n",
      "689                 95     2     True       True      True                   Shahr-e-Ziba  2.970000e+09    99000.00\n",
      "690                 78     2     True       True      True                         Parand  4.600000e+08    15333.33\n",
      "691                 90     2     True       True      True         East Ferdows Boulevard  3.150000e+09   105000.00\n",
      "692                 66     1     True       True     False                    Ostad Moein  1.090000e+09    36333.33\n",
      "693                 48     1     True       True      True                        Jeyhoon  8.100000e+08    27000.00\n",
      "694                 85     2     True       True      True                        Shahran  3.200000e+09   106666.67\n",
      "695                 63     1     True       True      True                       Salsabil  2.000000e+09    66666.67\n",
      "696                105     2     True       True      True                Dehkade Olampic  1.035000e+09    34500.00\n",
      "697                 55     1     True       True     False                         Komeil  1.090000e+09    36333.33\n",
      "698                103     2     True       True      True               Northern Chitgar  1.035000e+09    34500.00\n",
      "699                155     3     True       True      True                 Shahrake Gharb  1.000000e+10   333333.33\n",
      "700                101     2     True       True      True               Southern Chitgar  1.035000e+09    34500.00\n",
      "701                106     2     True       True     False                     Islamshahr  1.245000e+09    41500.00\n",
      "702                100     2     True       True      True      Persian Gulf Martyrs Lake  1.035000e+09    34500.00\n",
      "703                 77     2     True       True      True                        Shahran  2.650000e+09    88333.33\n",
      "704                 66     2     True       True      True              Central Janatabad  2.700000e+09    90000.00\n",
      "705                105     3     True       True      True                   Shahr-e-Ziba  3.600000e+09   120000.00\n",
      "707                118     2     True       True      True                        Shahran  3.900000e+09   130000.00\n",
      "708                151     3     True       True      True                  Shahrake Qods  1.510000e+09    50333.33\n",
      "709    16,160,000,000      3     True       True      True                       Pasdaran  1.616000e+10   538666.67\n",
      "710                 86     2     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "711                 85     2     True       True      True                         Pardis  6.000000e+08    20000.00\n",
      "712                 86     2     True       True      True                         Pardis  7.500000e+08    25000.00\n",
      "713                 86     2     True       True      True                         Pardis  6.000000e+08    20000.00\n",
      "714                 75     2     True       True      True              Central Janatabad  3.300000e+09   110000.00\n",
      "715                200     3     True       True      True                      Farmanieh  2.000000e+10   666666.67\n",
      "716                 46     1     True       True     False                       Andisheh  4.500000e+08    15000.00\n",
      "717                 98     2     True       True      True                         Pardis  5.700000e+08    19000.00\n",
      "718                 90     2     True       True      True                     Zaferanieh  6.700000e+09   223333.33\n",
      "719                 70     2     True       True      True             Southern Janatabad  2.950000e+09    98333.33\n",
      "720                 40     1     True       True      True                       Andisheh  3.500000e+08    11666.67\n",
      "721                 58     1     True       True      True     North Program Organization  2.750000e+09    91666.67\n",
      "722                 90     2     True       True      True                       Amirabad  4.590000e+09   153000.00\n",
      "723                 78     2     True       True      True         East Ferdows Boulevard  3.300000e+09   110000.00\n",
      "724                200     3     True       True      True                       Niavaran  2.000000e+10   666666.67\n",
      "725                 82     2     True       True      True                         Dorous  4.200000e+09   140000.00\n",
      "726                115     3     True       True      True                     Gheitarieh  7.485000e+09   249500.00\n",
      "727                125     2     True       True      True                       Dezashib  1.125000e+10   375000.00\n",
      "728                107     2     True       True      True                       Pasdaran  9.200000e+09   306666.67\n",
      "729                 55     1    False       True     False                         Karoon  8.500000e+08    28333.33\n",
      "730                 50     1     True       True      True                       Salsabil  1.500000e+09    50000.00\n",
      "731                 75     2     True       True      True                         Pardis  6.000000e+07     2000.00\n",
      "732                420     5     True       True     False                       Andisheh  1.100000e+10   366666.67\n",
      "733                225     4     True       True     False                       Andisheh  5.500000e+09   183333.33\n",
      "734                230     3     True       True      True                         Heravi  1.380000e+10   460000.00\n",
      "735                147     3     True       True      True                        Elahieh  1.150000e+10   383333.33\n",
      "736                 97     2     True       True      True                         Pardis  9.000000e+08    30000.00\n",
      "737                145     3     True       True      True                       Dezashib  1.230000e+10   410000.00\n",
      "738                 50     1     True       True     False                         Narmak  1.750000e+09    58333.33\n",
      "739                117     2     True       True      True                         Heravi  6.100000e+09   203333.33\n",
      "740                 72     1     True       True     False                       Andisheh  7.300000e+08    24333.33\n",
      "741                161     3     True       True      True                         Dorous  1.300000e+10   433333.33\n",
      "742                400     5     True       True      True                     Ekhtiarieh  1.850000e+10   616666.67\n",
      "743                230     3     True       True      True                      Farmanieh  2.300000e+10   766666.67\n",
      "744                170     3     True       True      True                         Heravi  7.950000e+09   265000.00\n",
      "745                 58     1     True       True      True         West Ferdows Boulevard  2.050000e+09    68333.33\n",
      "746                 57     1     True       True      True                        Shahran  1.950000e+09    65000.00\n",
      "747                115     3     True       True      True                      Farmanieh  8.100000e+09   270000.00\n",
      "748                 50     1     True       True      True                        Pirouzi  1.200000e+09    40000.00\n",
      "749                 84     2     True       True     False                         Parand  8.500000e+08    28333.33\n",
      "750                 78     2    False       True     False                  Shahrake Qods  5.800000e+08    19333.33\n",
      "751                 64     2     True       True     False                       Andisheh  9.600000e+08    32000.00\n",
      "752                113     2     True       True      True                          Punak  6.500000e+09   216666.67\n",
      "753                175     3     True       True      True                         Heravi  9.450000e+09   315000.00\n",
      "754                111     2     True       True      True                         Heravi  6.050000e+09   201666.67\n",
      "755                128     3     True       True      True                         Heravi  6.500000e+09   216666.67\n",
      "756                200     4     True       True      True                     Gheitarieh  1.400000e+10   466666.67\n",
      "757                131     2     True       True      True                    Saadat Abad  7.980000e+09   266000.00\n",
      "758                105     3     True       True      True                         Heravi  6.000000e+09   200000.00\n",
      "759                 87     2     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "760                 61     2     True       True     False                       Salsabil  1.100000e+09    36666.67\n",
      "761                140     3     True       True      True                          Ozgol  6.300000e+09   210000.00\n",
      "762                185     3     True       True      True                      Zargandeh  9.000000e+09   300000.00\n",
      "763                122     2     True       True      True                    Saadat Abad  7.900000e+09   263333.33\n",
      "764                 69     2     True       True      True                       Mirdamad  3.795000e+09   126500.00\n",
      "765                 95     2     True       True      True                          Punak  6.700000e+09   223333.33\n",
      "766                 90     2     True       True      True                      Abbasabad  4.000000e+09   133333.33\n",
      "767                 57     1     True       True      True                    Ostad Moein  1.600000e+09    53333.33\n",
      "768                400     3     True       True     False                       Amirabad  2.000000e+09    66666.67\n",
      "769                 81     2     True       True     False                       Andisheh  1.109700e+09    36990.00\n",
      "770                 94     2     True       True      True                       Andisheh  1.250000e+09    41666.67\n",
      "771                134     2     True       True      True                       Kahrizak  1.608000e+09    53600.00\n",
      "772                 74     2    False      False      True                         Parand  3.150000e+08    10500.00\n",
      "773                 44     1     True       True     False                       Andisheh  5.850000e+08    19500.00\n",
      "774                100     2     True       True      True                  Qasr-od-Dasht  3.250000e+09   108333.33\n",
      "775                175     3     True       True      True                 Shahrake Gharb  9.300000e+09   310000.00\n",
      "776                 54     2     True       True     False                        Shahran  1.850000e+09    61666.67\n",
      "777                 96     2     True       True      True                        Amirieh  2.210000e+09    73666.67\n",
      "778                 90     2     True       True      True                         Karoon  2.400000e+09    80000.00\n",
      "779                 90     2     True       True      True                        Shahran  3.170000e+09   105666.67\n",
      "780                 68     2    False      False     False                         Karoon  1.100000e+09    36666.67\n",
      "781                 68     2    False      False     False                         Karoon  1.100000e+09    36666.67\n",
      "782                 90     2     True       True      True                        Shahran  3.200000e+09   106666.67\n",
      "783                 97     2     True       True      True                          Punak  4.700000e+09   156666.67\n",
      "784                 78     2     True       True     False                          Punak  2.730000e+09    91000.00\n",
      "785                125     3     True       True      True                        Shahran  5.550000e+09   185000.00\n",
      "786                 97     2     True       True      True                      Farmanieh  5.950000e+09   198333.33\n",
      "787                100     2     True       True      True                      Farmanieh  6.200000e+09   206666.67\n",
      "788                 63     2     True       True      True                    Feiz Garden  2.100000e+09    70000.00\n",
      "789                 57     1     True       True      True                          Punak  2.000000e+09    66666.67\n",
      "790                 80     2     True       True      True                           Razi  1.390000e+09    46333.33\n",
      "791                 88     2     True       True      True                           Razi  1.574000e+09    52466.67\n",
      "792                 94     2     True       True      True                           Razi  1.712000e+09    57066.67\n",
      "793                109     3     True       True      True                    Feiz Garden  4.230000e+09   141000.00\n",
      "794                 78     2     True       True      True                         Heravi  3.300000e+09   110000.00\n",
      "795                250     3     True       True      True                       Niavaran  3.250000e+10  1083333.33\n",
      "796                140     3     True       True      True                         Heravi  6.800000e+09   226666.67\n",
      "797                100     2     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "798                 95     2     True       True      True                   Shahr-e-Ziba  3.150000e+09   105000.00\n",
      "799                 85     2     True       True      True                         Parand  1.150000e+09    38333.33\n",
      "800                 83     2     True       True      True                      East Pars  2.575000e+09    85833.33\n",
      "801                100     2     True       True      True                       Pasdaran  5.500000e+09   183333.33\n",
      "802                 60     2     True       True      True                       Pasdaran  3.450000e+09   115000.00\n",
      "803                 82     2     True       True      True                         Narmak  3.050000e+09   101666.67\n",
      "804                150     3     True       True      True                       Beryanak  2.800000e+09    93333.33\n",
      "805                 49     1     True       True     False                     Islamshahr  4.600000e+08    15333.33\n",
      "806                216     4     True       True     False                       Andisheh  5.700000e+09   190000.00\n",
      "807             1,000      2     True       True     False                       Damavand  7.000000e+09   233333.33\n",
      "808                 77     2    False      False     False                         Parand  4.400000e+08    14666.67\n",
      "809                 63     1     True       True      True                   Shahr-e-Ziba  2.080000e+09    69333.33\n",
      "810                125     3     True       True     False                         Parand  1.300000e+09    43333.33\n",
      "811                 45     1     True       True      True         East Ferdows Boulevard  1.900000e+09    63333.33\n",
      "812                135     3     True       True      True                      Qalandari  7.500000e+09   250000.00\n",
      "813                 80     2     True      False      True                      Qalandari  4.700000e+09   156666.67\n",
      "814                155     3     True       True      True                     Gheitarieh  9.800000e+09   326666.67\n",
      "815                125     3     True       True      True                          Punak  6.300000e+09   210000.00\n",
      "816                 95     2     True       True      True                      Qalandari  6.250000e+09   208333.33\n",
      "817                 85     2     True       True      True                      Qalandari  4.500000e+09   150000.00\n",
      "818                110     2     True       True      True                      Qalandari  8.100000e+09   270000.00\n",
      "819                680     5     True       True     False                     Ekhtiarieh  8.160000e+10  2720000.00\n",
      "820                 63     1     True       True      True                   Shahr-e-Ziba  2.350000e+09    78333.33\n",
      "821                 60     1     True       True      True                    Saadat Abad  3.600000e+09   120000.00\n",
      "822                210     3     True       True      True                     Gheitarieh  1.400000e+10   466666.67\n",
      "823                145     3     True       True      True                     Gheitarieh  1.160000e+10   386666.67\n",
      "824                171     3     True       True      True                         Jordan  8.900000e+09   296666.67\n",
      "825                 55     1     True       True      True         East Ferdows Boulevard  1.830000e+09    61000.00\n",
      "826                140     3     True       True      True                         Jordan  7.700000e+09   256666.67\n",
      "827                147     3     True       True      True                         Jordan  8.700000e+09   290000.00\n",
      "828                 83     2     True       True      True                   Shahr-e-Ziba  2.400000e+09    80000.00\n",
      "829                105     2     True       True      True                         Pardis  5.140000e+08    17133.33\n",
      "830                 55     1     True       True      True         East Ferdows Boulevard  2.000000e+09    66666.67\n",
      "831                750     5     True       True      True                     Mahmoudieh  7.500000e+10  2500000.00\n",
      "832                 62     2     True       True      True                          Punak  2.100000e+09    70000.00\n",
      "833                 55     1     True       True      True      Persian Gulf Martyrs Lake  1.900000e+09    63333.33\n",
      "834                 75     2     True       True     False         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "835                 95     2     True       True      True         West Ferdows Boulevard  4.200000e+09   140000.00\n",
      "836                 89     2     True       True      True              Central Janatabad  3.620000e+09   120666.67\n",
      "837                202     3     True       True      True                      Air force  7.474000e+09   249133.33\n",
      "838                 51     1     True       True     False             Southern Janatabad  1.720000e+09    57333.33\n",
      "839                400     1     True      False     False                    Shahedshahr  3.000000e+09   100000.00\n",
      "840                145     3     True       True      True                          Punak  7.600000e+09   253333.33\n",
      "841                115     3     True       True      True                          Punak  5.000000e+09   166666.67\n",
      "842                130     3     True       True      True                 Shahrake Gharb  8.450000e+09   281666.67\n",
      "843                 62     1    False       True     False                  Qasr-od-Dasht  9.500000e+08    31666.67\n",
      "844                 94     2     True       True      True                   Shahr-e-Ziba  3.160000e+09   105333.33\n",
      "845                 87     2     True       True      True                         Pardis  7.260000e+08    24200.00\n",
      "846                 51     2    False       True      True                         Komeil  1.050000e+09    35000.00\n",
      "847                 95     2     True       True      True                   Shahr-e-Ziba  2.870000e+09    95666.67\n",
      "848                 80     2     True       True      True                        Jeyhoon  2.150000e+09    71666.67\n",
      "849                145     3     True       True      True                          Punak  4.300000e+09   143333.33\n",
      "850                155     3     True       True      True                 Shahrake Gharb  9.300000e+09   310000.00\n",
      "851                 88     2     True       True      True                        Ekbatan  3.940000e+09   131333.33\n",
      "852                175     3     True       True      True                     Gheitarieh  1.522500e+10   507500.00\n",
      "853                 94     2     True       True      True                        Shahran  4.700000e+09   156666.67\n",
      "854                 89     2     True       True      True                     Ekhtiarieh  3.300000e+09   110000.00\n",
      "855                 62     2     True       True     False                       Pasdaran  3.400000e+09   113333.33\n",
      "856                136     3     True       True      True                          Punak  7.550000e+09   251666.67\n",
      "857                 60     1     True       True      True                    Feiz Garden  2.450000e+09    81666.67\n",
      "858                120     3     True       True      True             Southern Janatabad  5.000000e+09   166666.67\n",
      "859                137     3     True       True      True                       Pakdasht  1.750000e+09    58333.33\n",
      "860                160     3     True       True      True                 Shahrake Gharb  1.250000e+10   416666.67\n",
      "861                110     2     True       True      True                    Saadat Abad  8.800000e+09   293333.33\n",
      "862                 71     2     True       True     False                       Andisheh  9.400000e+08    31333.33\n",
      "863                155     3     True       True      True                 Shahrake Gharb  1.000000e+10   333333.33\n",
      "864                 80     2     True       True     False                       Andisheh  1.110000e+09    37000.00\n",
      "865                 84     3     True       True      True                       Andisheh  1.590000e+09    53000.00\n",
      "866                 77     2     True       True      True                     Gheitarieh  5.544000e+09   184800.00\n",
      "867                 74     2     True       True      True                        Shahran  4.100000e+09   136666.67\n",
      "868                130     3     True       True      True                   Shahr-e-Ziba  5.400000e+09   180000.00\n",
      "869                 70     2     True       True      True             Southern Janatabad  2.400000e+09    80000.00\n",
      "870                 75     2    False       True      True                         Parand  3.890000e+08    12966.67\n",
      "871                 83     2     True      False      True                       Pasdaran  5.000000e+09   166666.67\n",
      "872                 65     1     True       True      True              Central Janatabad  3.500000e+09   116666.67\n",
      "873                 62     1    False       True     False                  Qasr-od-Dasht  1.100000e+09    36666.67\n",
      "874                140     3     True       True      True               Southern Chitgar  1.484000e+09    49466.67\n",
      "875                235     3     True       True      True                     Gheitarieh  2.590000e+10   863333.33\n",
      "876                102     2     True       True      True                     Gheitarieh  8.100000e+09   270000.00\n",
      "877                138     3     True       True      True                       Kahrizak  1.242000e+09    41400.00\n",
      "878                 49     1     True       True     False                       Andisheh  3.800000e+08    12666.67\n",
      "879                250     3     True       True     False                       Niavaran  4.500000e+10  1500000.00\n",
      "880                 48     1     True       True     False                       Salsabil  9.950000e+08    33166.67\n",
      "881                 68     2     True       True     False                        Pirouzi  1.550000e+09    51666.67\n",
      "882                128     3     True       True      True                      Marzdaran  5.200000e+09   173333.33\n",
      "883                 60     1     True       True      True                        Pirouzi  1.380000e+09    46000.00\n",
      "884                 85     2     True       True      True             Northern Janatabad  3.200000e+09   106666.67\n",
      "885                 85     2     True       True      True                     Islamshahr  5.650000e+08    18833.33\n",
      "886                 78     2     True      False     False                     Islamshahr  5.500000e+08    18333.33\n",
      "887                 38     1     True       True     False                        Pirouzi  8.500000e+08    28333.33\n",
      "888                 92     2     True      False      True                        Pirouzi  2.760000e+09    92000.00\n",
      "889                 95     2     True       True      True                        Shahran  4.650000e+09   155000.00\n",
      "890                105     3     True       True      True         East Ferdows Boulevard  3.900000e+09   130000.00\n",
      "891                 92     2    False      False      True                         Pardis  5.500000e+08    18333.33\n",
      "892                 76     2     True       True     False         West Ferdows Boulevard  2.400000e+09    80000.00\n",
      "893                 85     2     True       True      True                       Yaftabad  1.250000e+09    41666.67\n",
      "894                161     3     True       True      True                     Gheitarieh  1.535000e+10   511666.67\n",
      "895                 85     2     True       True      True                       Yaftabad  1.250000e+09    41666.67\n",
      "896                 50     1     True      False      True                            Ray  7.500000e+08    25000.00\n",
      "897                 78     2     True       True      True         West Ferdows Boulevard  2.650000e+09    88333.33\n",
      "898                 54     1     True       True      True         East Ferdows Boulevard  2.150000e+09    71666.67\n",
      "899                100     2     True       True      True                   Shahr-e-Ziba  3.800000e+09   126666.67\n",
      "900                100     2     True       True      True         East Ferdows Boulevard  3.500000e+09   116666.67\n",
      "901                110     3     True       True      True                        Jeyhoon  2.330000e+09    77666.67\n",
      "902                 57     1     True       True      True         East Ferdows Boulevard  2.050000e+09    68333.33\n",
      "903                 63     2     True       True     False                       Andisheh  8.700000e+08    29000.00\n",
      "904                100     2     True       True      True                    Ostad Moein  3.600000e+09   120000.00\n",
      "905                 80     1    False       True     False                  Shahrake Qods  5.600000e+08    18666.67\n",
      "906                115     2     True       True      True         East Ferdows Boulevard  4.200000e+09   140000.00\n",
      "907                 68     1     True       True     False         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "908                 75     2     True       True      True         East Ferdows Boulevard  2.350000e+09    78333.33\n",
      "909                 48     1     True       True     False         West Ferdows Boulevard  1.900000e+09    63333.33\n",
      "910                 75     2     True       True     False         West Ferdows Boulevard  2.450000e+09    81666.67\n",
      "911                115     2     True       True      True                        Shahran  5.000000e+09   166666.67\n",
      "912                106     2     True       True      True         East Ferdows Boulevard  3.500000e+09   116666.67\n",
      "913                 56     1     True       True      True         East Ferdows Boulevard  1.980000e+09    66000.00\n",
      "914                 58     1     True       True      True         East Ferdows Boulevard  2.080000e+09    69333.33\n",
      "915                 95     2     True       True      True              Central Janatabad  3.700000e+09   123333.33\n",
      "916                 50     1     True       True      True         West Ferdows Boulevard  1.900000e+09    63333.33\n",
      "917                 60     2     True       True     False              Central Janatabad  2.100000e+09    70000.00\n",
      "918                 60     1     True       True      True         East Ferdows Boulevard  1.920000e+09    64000.00\n",
      "919                 92     2     True       True     False                         Mehran  2.500000e+09    83333.33\n",
      "920                 57     1     True       True      True         West Ferdows Boulevard  2.300000e+09    76666.67\n",
      "921                 72     2     True       True     False         West Ferdows Boulevard  2.300000e+09    76666.67\n",
      "922                 71     2     True       True     False         East Ferdows Boulevard  2.280000e+09    76000.00\n",
      "923                123     2     True       True      True            Northren Jamalzadeh  3.600000e+09   120000.00\n",
      "924                 50     1     True       True      True         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "925                 58     1     True       True      True                   Shahr-e-Ziba  1.850000e+09    61666.67\n",
      "926                 54     1     True       True      True         East Ferdows Boulevard  2.050000e+09    68333.33\n",
      "927                 85     2     True       True      True                   Shahr-e-Ziba  2.350000e+09    78333.33\n",
      "928                 85     2     True       True      True         West Ferdows Boulevard  3.450000e+09   115000.00\n",
      "929                125     3    False       True      True                    Nasim Shahr  1.300000e+09    43333.33\n",
      "930                 55     1     True       True      True         East Ferdows Boulevard  1.920000e+09    64000.00\n",
      "931                 72     2     True       True      True         West Ferdows Boulevard  2.500000e+09    83333.33\n",
      "932                 58     1     True       True      True                   Shahr-e-Ziba  1.850000e+09    61666.67\n",
      "933                115     2     True       True      True         East Ferdows Boulevard  5.200000e+09   173333.33\n",
      "934                100     2     True       True      True         West Ferdows Boulevard  3.450000e+09   115000.00\n",
      "935                116     2     True       True      True      Persian Gulf Martyrs Lake  4.170000e+09   139000.00\n",
      "936                105     2     True       True      True      Persian Gulf Martyrs Lake  3.250000e+09   108333.33\n",
      "937                 60     1     True       True     False         East Ferdows Boulevard  1.800000e+09    60000.00\n",
      "938                 53     1     True       True      True                    Feiz Garden  2.120000e+09    70666.67\n",
      "939                 55     1     True       True      True         East Ferdows Boulevard  1.780000e+09    59333.33\n",
      "940                 76     2     True       True      True         East Ferdows Boulevard  2.250000e+09    75000.00\n",
      "941                111     3     True       True      True      Persian Gulf Martyrs Lake  3.500000e+09   116666.67\n",
      "942                 77     2     True       True      True                       Golestan  2.150000e+09    71666.67\n",
      "943                 58     1     True       True      True         East Ferdows Boulevard  1.860000e+09    62000.00\n",
      "944                 94     2     True       True     False  Southern Program Organization  3.200000e+09   106666.67\n",
      "945                 58     1     True       True      True                   Shahr-e-Ziba  1.880000e+09    62666.67\n",
      "946                108     2     True       True      True                       Golestan  3.300000e+09   110000.00\n",
      "947                 56     1     True       True      True                    Feiz Garden  2.000000e+09    66666.67\n",
      "948                 84     2     True       True      True     North Program Organization  3.250000e+09   108333.33\n",
      "949                 60     2     True       True      True                     Azarbaijan  1.950000e+09    65000.00\n",
      "950                 53     1    False       True      True                         Pardis  4.700000e+08    15666.67\n",
      "951                 73     2     True       True      True                        Pirouzi  2.555000e+09    85166.67\n",
      "952                 73     2    False      False      True                        Pirouzi  1.970000e+09    65666.67\n",
      "953                150     3     True       True      True                        Pirouzi  5.100000e+09   170000.00\n",
      "954                114     2     True       True      True                        Pirouzi  3.762000e+09   125400.00\n",
      "955                 66     2     True       True      True                    Ostad Moein  1.585000e+09    52833.33\n",
      "956                 53     1    False       True      True                         Pardis  5.400000e+08    18000.00\n",
      "957                125     3     True       True      True                        Pirouzi  4.000000e+09   133333.33\n",
      "958                145     3     True       True      True                     Gheitarieh  1.362500e+10   454166.67\n",
      "959                197     3     True       True      True                       Dezashib  1.871500e+10   623833.33\n",
      "960                105     2     True       True      True                        Koohsar  4.000000e+09   133333.33\n",
      "961                135     3     True       True      True                         Tenant  4.050000e+09   135000.00\n",
      "962                137     3     True       True      True                     Shams Abad  4.660000e+09   155333.33\n",
      "963                 90     2     True       True     False              Central Janatabad  3.200000e+09   106666.67\n",
      "964                125     2     True       True      True             Southern Janatabad  6.625000e+09   220833.33\n",
      "965                175     3     True       True      True                     Gheitarieh  1.550000e+10   516666.67\n",
      "966                 52     1     True       True      True         East Ferdows Boulevard  2.300000e+09    76666.67\n",
      "967                110     3     True       True      True      Persian Gulf Martyrs Lake  3.100000e+09   103333.33\n",
      "968                110     3     True       True      True      Persian Gulf Martyrs Lake  3.100000e+09   103333.33\n",
      "969                112     2     True      False      True      Persian Gulf Martyrs Lake  3.300000e+09   110000.00\n",
      "970                 65     2     True       True      True                        Shahran  2.150000e+09    71666.67\n",
      "971                 48     1     True       True      True                       Andisheh  4.000000e+08    13333.33\n",
      "972                105     2     True       True      True      Persian Gulf Martyrs Lake  2.800000e+09    93333.33\n",
      "973                 56     1     True       True      True                   Shahr-e-Ziba  2.240000e+09    74666.67\n",
      "974                108     2     True       True      True                       Golestan  1.900000e+09    63333.33\n",
      "975                 78     2     True       True      True             Southern Janatabad  2.920000e+09    97333.33\n",
      "976                 85     2     True       True      True                         Parand  5.200000e+08    17333.33\n",
      "977                105     2     True       True      True                         Pardis  5.350000e+08    17833.33\n",
      "978                145     3     True       True      True                    Saadat Abad  1.100000e+10   366666.67\n",
      "979                145     3     True       True      True                          Punak  8.990000e+09   299666.67\n",
      "980                140     3     True       True      True                          Punak  6.200000e+09   206666.67\n",
      "981                 66     2     True       True      True                    Ostad Moein  1.580000e+09    52666.67\n",
      "982                121     3     True       True      True      Persian Gulf Martyrs Lake  3.650000e+09   121666.67\n",
      "983                105     2     True       True      True      Persian Gulf Martyrs Lake  3.250000e+09   108333.33\n",
      "984                150     2    False       True      True                     Chardangeh  1.200000e+09    40000.00\n",
      "985                 98     2     True       True      True              Central Janatabad  4.480000e+09   149333.33\n",
      "986                108     2     True       True      True      Persian Gulf Martyrs Lake  3.350000e+09   111666.67\n",
      "987                 95     2     True       True      True                    Ostad Moein  2.600000e+09    86666.67\n",
      "988                 64     1    False      False      True                         Fallah  9.000000e+08    30000.00\n",
      "989                 75     1     True      False      True                         Fallah  1.875000e+09    62500.00\n",
      "990                 50     1     True       True      True         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "991                 90     2     True       True      True      Persian Gulf Martyrs Lake  2.500000e+09    83333.33\n",
      "992                 93     2     True       True      True                         Fallah  1.510000e+09    50333.33\n",
      "993                148     3     True       True      True      Persian Gulf Martyrs Lake  5.750000e+09   191666.67\n",
      "994                 64     1    False       True     False                      Eskandari  1.050000e+09    35000.00\n",
      "995                114     2     True       True      True      Persian Gulf Martyrs Lake  3.600000e+09   120000.00\n",
      "996                107     2     True       True      True      Persian Gulf Martyrs Lake  3.500000e+09   116666.67\n",
      "997                113     2     True       True      True      Persian Gulf Martyrs Lake  3.270000e+09   109000.00\n",
      "998                115     2     True       True      True                     Gheitarieh  7.400000e+09   246666.67\n",
      "999                115     2     True       True      True      Persian Gulf Martyrs Lake  3.600000e+09   120000.00\n",
      "1000               120     2     True       True      True                        Gholhak  8.400000e+09   280000.00\n",
      "1001                76     2     True       True      True              Central Janatabad  2.700000e+09    90000.00\n",
      "1002               106     2     True       True      True     North Program Organization  4.520000e+09   150666.67\n",
      "1003               105     2     True       True      True                     Gheitarieh  6.900000e+09   230000.00\n",
      "1004                87     2    False      False      True                            Ray  1.570000e+09    52333.33\n",
      "1005                68     2     True       True      True                    Ostad Moein  1.970000e+09    65666.67\n",
      "1006                70     2     True       True      True                          Punak  2.580000e+09    86000.00\n",
      "1007               165     3     True       True      True                    Ostad Moein  5.250000e+09   175000.00\n",
      "1008               365     4     True       True      True                         Dorous  4.745000e+10  1581666.67\n",
      "1009               175     3     True       True      True                       Pasdaran  1.550000e+10   516666.67\n",
      "1010                50     1     True       True      True         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "1011                70     2     True       True      True                    Saadat Abad  4.800000e+09   160000.00\n",
      "1012               165     3     True       True      True                      Marzdaran  1.023000e+10   341000.00\n",
      "1013               115     2     True       True      True              Central Janatabad  5.080000e+09   169333.33\n",
      "1014                93     2     True      False      True                   Shahr-e-Ziba  2.900000e+09    96666.67\n",
      "1015               181     3     True       True      True                      Marzdaran  1.300000e+10   433333.33\n",
      "1016                57     1     True       True      True                    Ostad Moein  1.600000e+09    53333.33\n",
      "1017               175     3     True       True      True                      Marzdaran  1.137500e+10   379166.67\n",
      "1018               146     3     True       True      True                      Marzdaran  8.500000e+09   283333.33\n",
      "1019               135     3     True       True      True                      Marzdaran  6.200000e+09   206666.67\n",
      "1020                50     1     True       True      True  Southern Program Organization  1.980000e+09    66000.00\n",
      "1021               110     2     True       True      True                         Pardis  5.350000e+08    17833.33\n",
      "1022               108     2     True       True      True                      Mahallati  7.000000e+09   233333.33\n",
      "1023               121     3     True       True      True                         Pardis  6.100000e+08    20333.33\n",
      "1024               220     3     True       True      True                        Elahieh  3.520000e+10  1173333.33\n",
      "1025               240     4     True       True      True                        Elahieh  3.850000e+10  1283333.33\n",
      "1026                90     2     True       True      True                 Shahrakeh Naft  5.500000e+09   183333.33\n",
      "1027               117     2     True       True      True                       Niavaran  1.250000e+10   416666.67\n",
      "1028               142     3     True       True      True                          Punak  7.550000e+09   251666.67\n",
      "1029                55     1     True       True     False         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "1030                85     2     True       True      True                        Shahran  3.300000e+09   110000.00\n",
      "1031               162     3     True       True      True                       Niavaran  1.630000e+10   543333.33\n",
      "1032               100     2     True       True      True                      Ajudaniye  6.500000e+09   216666.67\n",
      "1033               165     3     True       True      True                 Shahrake Gharb  1.240000e+10   413333.33\n",
      "1034               150     3     True       True      True                       Niavaran  1.500000e+10   500000.00\n",
      "1035                83     2     True       True      True        Qazvin Imamzadeh Hassan  1.450000e+09    48333.33\n",
      "1036               200     3     True      False      True                      West Pars  1.000000e+10   333333.33\n",
      "1037                95     2     True       True      True                         Abazar  6.700000e+09   223333.33\n",
      "1038                82     2     True       True      True      Persian Gulf Martyrs Lake  2.350000e+09    78333.33\n",
      "1039               112     3     True       True      True                        Shahran  5.600000e+09   186666.67\n",
      "1040                96     2     True       True      True             Northern Janatabad  3.900000e+09   130000.00\n",
      "1041                86     3     True       True      True                         Parand  4.250000e+08    14166.67\n",
      "1042               105     2     True       True      True                         Pardis  9.400000e+08    31333.33\n",
      "1043               115     2     True       True      True                    Ostad Moein  3.280000e+09   109333.33\n",
      "1044                87     2     True       True      True                   Shahr-e-Ziba  3.000000e+09   100000.00\n",
      "1045               165     3     True       True      True                      Farmanieh  1.150000e+10   383333.33\n",
      "1046               135     3     True       True      True                      Marzdaran  7.425000e+09   247500.00\n",
      "1047               110     2     True       True      True                    Feiz Garden  3.670000e+09   122333.33\n",
      "1048                80     2     True       True      True             Southern Janatabad  3.500000e+09   116666.67\n",
      "1049                66     2     True       True      True             Southern Janatabad  1.800000e+09    60000.00\n",
      "1050                88     2     True       True      True        Qazvin Imamzadeh Hassan  1.550000e+09    51666.67\n",
      "1051                70     1     True       True     False                  Shahrake Qods  8.700000e+08    29000.00\n",
      "1052               130     3     True       True      True                    Feiz Garden  5.600000e+09   186666.67\n",
      "1053                87     2     True       True      True     North Program Organization  3.000000e+09   100000.00\n",
      "1054                86     2     True       True      True             Southern Janatabad  4.500000e+09   150000.00\n",
      "1055                62     1     True       True      True  Southern Program Organization  2.400000e+09    80000.00\n",
      "1056               125     3     True       True      True                          Punak  6.300000e+09   210000.00\n",
      "1057                87     2     True       True      True                         Pardis  7.250000e+08    24166.67\n",
      "1058                70     2     True       True      True             Southern Janatabad  2.000000e+09    66666.67\n",
      "1059                65     2     True       True      True             Southern Janatabad  2.700000e+09    90000.00\n",
      "1060                64     2     True       True      True             Southern Janatabad  2.100000e+09    70000.00\n",
      "1061                62     2     True       True      True             Southern Janatabad  2.200000e+09    73333.33\n",
      "1062                70     2     True       True      True             Southern Janatabad  2.500000e+09    83333.33\n",
      "1063               140     3     True       True      True                     Gheitarieh  8.000000e+09   266666.67\n",
      "1064               125     3     True       True      True                     Gheitarieh  7.100000e+09   236666.67\n",
      "1065                68     2     True       True      True             Southern Janatabad  2.100000e+09    70000.00\n",
      "1066                67     2     True      False     False         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "1067                64     2     True       True      True             Southern Janatabad  2.050000e+09    68333.33\n",
      "1068                64     2     True       True     False                        Jeyhoon  1.500000e+09    50000.00\n",
      "1069                95     2     True       True     False             Northern Janatabad  3.900000e+09   130000.00\n",
      "1070                97     2     True       True      True                         Pardis  7.700000e+08    25666.67\n",
      "1071               136     3     True       True      True      Persian Gulf Martyrs Lake  4.300000e+09   143333.33\n",
      "1072                70     1     True       True      True         West Ferdows Boulevard  2.400000e+09    80000.00\n",
      "1073                85     2     True       True      True        Qazvin Imamzadeh Hassan  1.507000e+09    50233.33\n",
      "1074               105     2     True       True      True                         Pardis  9.500000e+08    31666.67\n",
      "1075                50     1     True      False      True     North Program Organization  1.900000e+09    63333.33\n",
      "1076                57     1     True       True      True  Southern Program Organization  2.750000e+09    91666.67\n",
      "1077               121     3     True       True      True                         Pardis  6.100000e+08    20333.33\n",
      "1078                95     2     True       True      True         West Ferdows Boulevard  3.300000e+09   110000.00\n",
      "1079                65     2     True       True      True         West Ferdows Boulevard  2.380000e+09    79333.33\n",
      "1080               100     2    False       True     False                      Tehransar  2.000000e+09    66666.67\n",
      "1081               128     3     True       True      True                           Kook  3.950000e+09   131666.67\n",
      "1082                93     2     True       True      True                     Gheitarieh  6.000000e+09   200000.00\n",
      "1083                75     2     True       True      True        Qazvin Imamzadeh Hassan  1.275000e+09    42500.00\n",
      "1084               133     4     True       True     False                        Jeyhoon  4.700000e+09   156666.67\n",
      "1085               100     2     True       True      True             Northern Janatabad  4.450000e+09   148333.33\n",
      "1086               140     3     True       True      True      Persian Gulf Martyrs Lake  4.800000e+09   160000.00\n",
      "1087                92     2     True       True      True              Central Janatabad  3.570000e+09   119000.00\n",
      "1088               120     2     True       True     False                       Amirabad  4.500000e+09   150000.00\n",
      "1089                45     1     True       True     False                        Jeyhoon  1.030000e+09    34333.33\n",
      "1090               130     2     True       True     False                     Gheitarieh  6.890000e+09   229666.67\n",
      "1091                95     2    False       True      True                          Nawab  2.185000e+09    72833.33\n",
      "1092               150     3    False      False     False                     Gheitarieh  1.050000e+10   350000.00\n",
      "1093                72     2     True       True      True        Qazvin Imamzadeh Hassan  1.206000e+09    40200.00\n",
      "1094                60     1     True       True      True              Central Janatabad  3.350000e+09   111666.67\n",
      "1095               190     3     True       True      True                         Dorous  1.200000e+10   400000.00\n",
      "1096               125     2     True       True      True                 Shahrake Gharb  9.750000e+09   325000.00\n",
      "1097                90     2     True       True      True     North Program Organization  3.420000e+09   114000.00\n",
      "1098               105     2     True       True      True                   Shahr-e-Ziba  4.100000e+09   136666.67\n",
      "1099                90     2     True       True      True                        Shahran  2.850000e+09    95000.00\n",
      "1100               102     2     True       True      True             Southern Janatabad  5.600000e+09   186666.67\n",
      "1101                50     1     True       True      True                    Ostad Moein  1.500000e+09    50000.00\n",
      "1102                66     2     True       True     False                          Punak  2.250000e+09    75000.00\n",
      "1103               125     3     True       True      True                    Yousef Abad  8.750000e+09   291666.67\n",
      "1104               132     3     True       True      True                         Parand  2.050000e+09    68333.33\n",
      "1105               103     2     True       True      True              Central Janatabad  4.300000e+09   143333.33\n",
      "1106               270     5     True       True     False                    Yousef Abad  1.350000e+10   450000.00\n",
      "1107               130     2     True       True      True                        Shahran  4.180000e+09   139333.33\n",
      "1110               160     3     True       True      True                       Amirabad  8.320000e+09   277333.33\n",
      "1111               110     2     True       True      True                        Shahran  3.410000e+09   113666.67\n",
      "1112                75     2     True       True      True                        Shahran  1.980000e+09    66000.00\n",
      "1113                75     2     True       True      True                        Shahran  2.400000e+09    80000.00\n",
      "1114                85     2     True       True      True            Northern Suhrawardi  4.500000e+09   150000.00\n",
      "1115               225     3     True       True      True                         Heravi  1.575000e+10   525000.00\n",
      "1116               130     3     True       True      True                    Saadat Abad  8.500000e+09   283333.33\n",
      "1117                73     2     True       True      True        Qazvin Imamzadeh Hassan  1.679000e+09    55966.67\n",
      "1118                95     2     True       True      True                    Saadat Abad  5.500000e+09   183333.33\n",
      "1119               250     4     True       True     False                 Shahrake Gharb  3.500000e+10  1166666.67\n",
      "1120                65     2     True       True      True                       Salsabil  1.750000e+09    58333.33\n",
      "1121                64     2     True       True      True                     Azarbaijan  2.090000e+09    69666.67\n",
      "1122                94     2     True       True      True                          Villa  4.130000e+09   137666.67\n",
      "1123               110     2     True       True      True                         Pardis  3.750000e+08    12500.00\n",
      "1124               105     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "1125               145     3     True       True      True                         Heravi  9.000000e+09   300000.00\n",
      "1126               105     2     True       True      True                         Pardis  8.750000e+08    29166.67\n",
      "1127               120     2     True       True      True                      Farmanieh  1.200000e+10   400000.00\n",
      "1128               100     2     True       True      True                      Hakimiyeh  3.100000e+09   103333.33\n",
      "1129               115     2     True       True      True             Water Organization  3.800000e+09   126666.67\n",
      "1130               100     2    False       True      True                   Shahr-e-Ziba  3.300000e+09   110000.00\n",
      "1131                63     1     True       True      True                    Ostad Moein  1.280000e+09    42666.67\n",
      "1132                55     1    False      False     False         West Ferdows Boulevard  1.900000e+09    63333.33\n",
      "1133               220     3     True       True      True                         Heravi  1.540000e+10   513333.33\n",
      "1134               123     3     True       True      True                      Nezamabad  3.300000e+09   110000.00\n",
      "1135                81     2     True       True      True        Qazvin Imamzadeh Hassan  1.420000e+09    47333.33\n",
      "1136               130     3     True       True      True                        Jeyhoon  2.800000e+09    93333.33\n",
      "1137               108     2     True       True      True                       Pasdaran  7.700000e+09   256666.67\n",
      "1138               135     3     True       True      True                  Qasr-od-Dasht  2.950000e+09    98333.33\n",
      "1139                82     2     True       True      True         West Ferdows Boulevard  3.500000e+09   116666.67\n",
      "1140               120     2     True       True      True  Southern Program Organization  4.250000e+09   141666.67\n",
      "1141               303     3     True       True      True                      Ajudaniye  3.000000e+10  1000000.00\n",
      "1142               200     3     True       True      True                          Ozgol  1.800000e+10   600000.00\n",
      "1143                50     1     True       True      True                        Shahran  1.850000e+09    61666.67\n",
      "1144                80     2     True       True      True                        Shahran  3.550000e+09   118333.33\n",
      "1145               100     2     True       True      True                         Pardis  1.100000e+09    36666.67\n",
      "1146                85     2     True       True      True                        Shahran  2.380000e+09    79333.33\n",
      "1147                44     1     True       True     False                        Shahran  1.390000e+09    46333.33\n",
      "1148               115     2     True       True      True                        Tajrish  8.200000e+09   273333.33\n",
      "1149                75     2     True       True      True     North Program Organization  2.930000e+09    97666.67\n",
      "1150                65     1     True       True      True                        Shahran  2.220000e+09    74000.00\n",
      "1151                86     2     True       True      True              Central Janatabad  3.480000e+09   116000.00\n",
      "1152               106     2     True       True      True                    Yousef Abad  5.700000e+09   190000.00\n",
      "1153               203     3     True       True      True                     Zaferanieh  3.600000e+10  1200000.00\n",
      "1154                92     2     True       True      True                   Shahr-e-Ziba  2.700000e+09    90000.00\n",
      "1155                62     1     True       True      True  Southern Program Organization  2.170000e+09    72333.33\n",
      "1156                92     2     True       True      True                       Pasdaran  6.700000e+09   223333.33\n",
      "1157               180     3     True       True      True                       Pasdaran  9.900000e+09   330000.00\n",
      "1158                85     2     True       True      True              Central Janatabad  3.150000e+09   105000.00\n",
      "1159                60     1     True       True      True                    Saadat Abad  3.300000e+09   110000.00\n",
      "1160               100     2     True       True      True         East Ferdows Boulevard  3.400000e+09   113333.33\n",
      "1161               100     2     True       True      True             Northern Janatabad  5.100000e+09   170000.00\n",
      "1162               121     2     True       True      True                 Garden of Saba  7.500000e+09   250000.00\n",
      "1163                63     1     True       True      True                      Farmanieh  5.600000e+09   186666.67\n",
      "1164                98     2     True       True      True         West Ferdows Boulevard  4.400000e+09   146666.67\n",
      "1165                67     2     True       True      True                       Pasdaran  3.500000e+09   116666.67\n",
      "1166                87     2     True       True      True         West Ferdows Boulevard  2.830000e+09    94333.33\n",
      "1167               115     3     True       True      True                       Pasdaran  5.300000e+09   176666.67\n",
      "1168                49     1    False      False      True                          Punak  2.300000e+09    76666.67\n",
      "1169                40     0    False       True     False                    Ostad Moein  6.500000e+08    21666.67\n",
      "1170               130     3     True       True      True                    Yousef Abad  8.000000e+09   266666.67\n",
      "1171               144     3     True       True     False                       Pasdaran  8.000000e+09   266666.67\n",
      "1172                66     2     True       True      True                    Ostad Moein  1.585000e+09    52833.33\n",
      "1173                53     1     True       True      True             Southern Janatabad  2.430000e+09    81000.00\n",
      "1174                88     2     True       True      True              Central Janatabad  3.400000e+09   113333.33\n",
      "1175               105     2     True       True      True             Southern Janatabad  3.900000e+09   130000.00\n",
      "1176                90     2     True       True      True                      Qalandari  6.560000e+09   218666.67\n",
      "1177               125     2     True       True      True                       Dezashib  1.125000e+10   375000.00\n",
      "1178                75     2     True       True      True                        Tarasht  2.150000e+09    71666.67\n",
      "1179               170     3     True       True      True                       Niavaran  1.700000e+10   566666.67\n",
      "1180               204     3     True       True      True                        Elahieh  3.264000e+10  1088000.00\n",
      "1181                95     2     True       True      True                    Feiz Garden  3.600000e+09   120000.00\n",
      "1182                54     1     True       True     False                       Andisheh  5.000000e+08    16666.67\n",
      "1183                98     2     True       True      True                   Shahr-e-Ziba  3.220000e+09   107333.33\n",
      "1184                90     2     True       True      True                    Feiz Garden  3.600000e+09   120000.00\n",
      "1185                97     2     True       True      True                    Feiz Garden  3.800000e+09   126666.67\n",
      "1186                71     2     True       True      True         East Ferdows Boulevard  2.530000e+09    84333.33\n",
      "1187               150     3     True       True      True                 Shahrake Gharb  1.200000e+10   400000.00\n",
      "1188               116     3     True       True      True                       Pasdaran  8.100000e+09   270000.00\n",
      "1189               120     2     True       True      True                    Saadat Abad  8.600000e+09   286666.67\n",
      "1190                79     2     True       True      True         West Ferdows Boulevard  2.400000e+09    80000.00\n",
      "1191                79     2     True       True      True         West Ferdows Boulevard  3.100000e+09   103333.33\n",
      "1192               135     2     True       True      True                         Dorous  1.000000e+10   333333.33\n",
      "1193               110     2     True       True      True         West Ferdows Boulevard  3.950000e+09   131666.67\n",
      "1194                75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "1195               110     3     True       True      True                   Shahr-e-Ziba  4.700000e+09   156666.67\n",
      "1196                87     2     True       True      True         West Ferdows Boulevard  3.800000e+09   126666.67\n",
      "1197                75     2     True       True      True                          Punak  3.750000e+09   125000.00\n",
      "1198               108     2     True       True      True         West Ferdows Boulevard  3.950000e+09   131666.67\n",
      "1199               110     2     True       True      True              Central Janatabad  5.700000e+09   190000.00\n",
      "1200               100     2     True       True      True                   Shahr-e-Ziba  5.100000e+09   170000.00\n",
      "1201                63     1     True       True      True                    Ostad Moein  1.280000e+09    42666.67\n",
      "1202               140     3     True       True      True                 Shahrake Gharb  9.200000e+09   306666.67\n",
      "1203                72     2     True       True     False             Southern Janatabad  2.113000e+09    70433.33\n",
      "1204                73     2     True       True     False             Southern Janatabad  2.108000e+09    70266.67\n",
      "1205               145     3     True       True      True                       Dezashib  1.232500e+10   410833.33\n",
      "1206                75     2     True       True     False             Northern Janatabad  2.385000e+09    79500.00\n",
      "1207                92     2     True       True      True                    Yousef Abad  6.300000e+09   210000.00\n",
      "1208                80     2     True       True      True                    Si Metri Ji  2.220000e+09    74000.00\n",
      "1209               127     2     True       True      True                     Ekhtiarieh  8.890000e+09   296333.33\n",
      "1210                66     2     True       True      True                    Ostad Moein  1.585000e+09    52833.33\n",
      "1211                74     2     True       True      True                    Yousef Abad  3.920000e+09   130666.67\n",
      "1212               105     3     True       True      True                         Parand  1.260000e+09    42000.00\n",
      "1213               112     3     True       True     False                         Parand  1.400000e+09    46666.67\n",
      "1214               120     2     True       True      True                 Shahrake Gharb  7.500000e+09   250000.00\n",
      "1215               123     3     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "1216               140     3     True       True      True                 Shahrake Gharb  1.000000e+10   333333.33\n",
      "1217                63     1     True       True      True                          Punak  3.500000e+09   116666.67\n",
      "1218                56     1     True       True      True                          Punak  1.950000e+09    65000.00\n",
      "1219               105     2     True       True      True                    Feiz Garden  4.350000e+09   145000.00\n",
      "1220                97     2     True       True      True                    Yousef Abad  5.000000e+09   166666.67\n",
      "1221               140     3     True       True      True                         Jordan  9.200000e+09   306666.67\n",
      "1222                60     2     True       True     False              Central Janatabad  1.650000e+09    55000.00\n",
      "1223               100     2     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "1224                54     1    False       True      True                          Punak  2.000000e+09    66666.67\n",
      "1225                90     2     True       True      True                     Ekhtiarieh  6.000000e+09   200000.00\n",
      "1226                92     2     True       True      True                    Feiz Garden  3.950000e+09   131666.67\n",
      "1227                65     2    False       True     False                    Feiz Garden  1.900000e+09    63333.33\n",
      "1228                76     2     True       True      True                       Andisheh  8.960000e+08    29866.67\n",
      "1229                72     2     True       True      True             Southern Janatabad  2.600000e+09    86666.67\n",
      "1230               135     3     True       True      True                      Farmanieh  1.150000e+10   383333.33\n",
      "1231                54     1    False       True      True                          Punak  2.000000e+09    66666.67\n",
      "1232                87     2     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "1233               255     3     True       True      True                      Farmanieh  2.600000e+10   866666.67\n",
      "1234               100     2     True       True     False                    Yousef Abad  4.300000e+09   143333.33\n",
      "1235               194     2     True       True      True                       Niavaran  1.984500e+10   661500.00\n",
      "1236               600     2     True       True      True                      Qalandari  9.150000e+09   305000.00\n",
      "1237               160     3     True       True      True                    Saadat Abad  1.350000e+10   450000.00\n",
      "1238                98     2     True       True      True                     Gheitarieh  6.958000e+09   231933.33\n",
      "1239               133     3    False      False     False                       Andisheh  1.600000e+09    53333.33\n",
      "1240               108     2     True       True      True         West Ferdows Boulevard  5.616000e+09   187200.00\n",
      "1241                76     2     True       True      True                   Shahr-e-Ziba  2.800000e+09    93333.33\n",
      "1242                73     2     True       True      True                           Razi  1.230000e+09    41000.00\n",
      "1243                76     2     True       True      True  Southern Program Organization  3.150000e+09   105000.00\n",
      "1244                80     2     True       True      True  Southern Program Organization  3.680000e+09   122666.67\n",
      "1245                92     2     True       True      True                     Gheitarieh  6.600000e+09   220000.00\n",
      "1246               130     2     True       True      True                      Qalandari  8.500000e+09   283333.33\n",
      "1247                71     2     True       True      True                          Azari  1.640000e+09    54666.67\n",
      "1248                56     1     True       True      True                        Shahran  1.900000e+09    63333.33\n",
      "1249               105     2     True       True      True                         Pardis  8.900000e+08    29666.67\n",
      "1250               110     2     True       True      True         West Ferdows Boulevard  3.750000e+09   125000.00\n",
      "1251                93     2     True       True      True              Central Janatabad  4.370000e+09   145666.67\n",
      "1252               179     3     True       True      True                       Pasdaran  9.645000e+09   321500.00\n",
      "1253               100     2     True       True      True                        Gholhak  6.200000e+09   206666.67\n",
      "1254               110     3     True       True      True                    Saadat Abad  5.200000e+09   173333.33\n",
      "1255                98     2     True       True      True             Northern Janatabad  4.850000e+09   161666.67\n",
      "1256               101     2     True       True      True                    Saadat Abad  5.550000e+09   185000.00\n",
      "1257               105     2     True       True      True                         Pardis  8.000000e+08    26666.67\n",
      "1258               157     3     True       True      True                         Heravi  9.850000e+09   328333.33\n",
      "1259               180     3     True       True      True                       Pasdaran  9.900000e+09   330000.00\n",
      "1260                90     2     True       True      True        Qazvin Imamzadeh Hassan  1.620000e+09    54000.00\n",
      "1261                97     2     True       True      True                         Pardis  7.600000e+08    25333.33\n",
      "1262               120     3     True       True      True      Persian Gulf Martyrs Lake  1.272000e+09    42400.00\n",
      "1263               303     4     True       True      True                       Velenjak  4.800000e+10  1600000.00\n",
      "1264                60     1     True       True      True                    Yousef Abad  3.250000e+09   108333.33\n",
      "1265               245     5     True       True      True                       Dezashib  1.450000e+10   483333.33\n",
      "1266               100     2     True       True      True                         Pardis  7.900000e+08    26333.33\n",
      "1267               185     3     True       True      True                       Pasdaran  1.075000e+10   358333.33\n",
      "1268                62     2     True       True      True              Central Janatabad  3.500000e+09   116666.67\n",
      "1269                79     2     True       True      True              Central Janatabad  2.999000e+09    99966.67\n",
      "1270               400     5     True       True     False                       Mirdamad  5.600000e+10  1866666.67\n",
      "1271               200     3     True       True      True               Southern Chitgar  5.000000e+09   166666.67\n",
      "1272               105     2     True       True      True                         Pardis  8.600000e+08    28666.67\n",
      "1273               128     3     True       True      True               Shahrake Apadana  5.700000e+09   190000.00\n",
      "1274               115     3     True       True      True                          Punak  6.670000e+09   222333.33\n",
      "1275               377     4     True       True      True                        Elahieh  3.166800e+10  1055600.00\n",
      "1276                77     2     True       True     False              Central Janatabad  2.400000e+09    80000.00\n",
      "1277               190     3     True       True      True                          Punak  1.140000e+10   380000.00\n",
      "1278                65     1     True       True      True                        Shahran  1.880000e+09    62666.67\n",
      "1279                97     2     True       True      True                          Punak  4.700000e+09   156666.67\n",
      "1280               130     3     True       True      True                    Yousef Abad  7.800000e+09   260000.00\n",
      "1281               133     3     True       True      True                         Dorous  8.600000e+09   286666.67\n",
      "1282               143     3     True       True      True             Northern Janatabad  4.400000e+09   146666.67\n",
      "1283                76     2     True       True      True              Central Janatabad  4.150000e+09   138333.33\n",
      "1284               155     3     True       True      True         West Ferdows Boulevard  5.000000e+09   166666.67\n",
      "1285                97     2     True       True      True                         Pardis  7.600000e+08    25333.33\n",
      "1286                96     2     True       True      True                        Ekbatan  4.200000e+09   140000.00\n",
      "1287               190     3     True       True      True                     Gheitarieh  1.400000e+10   466666.67\n",
      "1288               147     3     True       True      True                         Heravi  9.100000e+09   303333.33\n",
      "1289                85     2     True       True      True         East Ferdows Boulevard  2.800000e+09    93333.33\n",
      "1290                76     2     True       True      True                        Ekbatan  3.600000e+09   120000.00\n",
      "1291               103     2     True       True      True                       Niavaran  7.000000e+09   233333.33\n",
      "1292               194     3     True       True      True                       Niavaran  1.985800e+10   661933.33\n",
      "1293                95     2     True       True      True                    Saadat Abad  6.200000e+09   206666.67\n",
      "1294                79     2    False       True     False             Northern Janatabad  3.200000e+09   106666.67\n",
      "1295                83     2     True       True      True                         Parand  7.055000e+08    23516.67\n",
      "1296                70     2     True       True      True  Southern Program Organization  2.500000e+09    83333.33\n",
      "1297                87     2     True       True      True                       Niavaran  4.600000e+09   153333.33\n",
      "1298                87     2    False       True      True                         Pardis  5.000000e+08    16666.67\n",
      "1299                84     3     True       True      True                       Andisheh  1.554000e+09    51800.00\n",
      "1300                91     2     True       True      True                        Tarasht  3.100000e+09   103333.33\n",
      "1301               145     2     True       True      True                     Gheitarieh  1.200000e+10   400000.00\n",
      "1302                68     2     True       True      True     North Program Organization  2.450000e+09    81666.67\n",
      "1303               127     3     True       True      True                 Garden of Saba  5.588000e+09   186266.67\n",
      "1304                68     1     True       True      True                        Ekbatan  3.100000e+09   103333.33\n",
      "1305               105     2     True       True      True                         Pardis  5.390000e+08    17966.67\n",
      "1306                89     2     True       True      True                        Shahran  3.190000e+09   106333.33\n",
      "1307                82     2     True       True      True                    Ostad Moein  2.600000e+09    86666.67\n",
      "1308                65     1     True       True     False                          Punak  2.250000e+09    75000.00\n",
      "1309                80     2     True       True      True                        Gholhak  4.900000e+09   163333.33\n",
      "1310               145     3     True       True      True                       Niavaran  1.450000e+10   483333.33\n",
      "1311               235     3     True       True      True                       Niavaran  2.000000e+10   666666.67\n",
      "1312               192     3     True       True      True                      Kamranieh  3.349000e+10  1116333.33\n",
      "1313               160     3     True       True      True                      Kamranieh  1.312000e+10   437333.33\n",
      "1314               160     3     True       True      True                       Niavaran  1.840000e+10   613333.33\n",
      "1315               106     2     True       True      True                         Pardis  8.000000e+08    26666.67\n",
      "1316                75     2    False       True      True                  Shahrake Qods  6.200000e+08    20666.67\n",
      "1317               100     2     True       True      True                  Shahrake Qods  8.000000e+08    26666.67\n",
      "1318                58     1     True       True      True                        Ekbatan  2.850000e+09    95000.00\n",
      "1319                97     2     True       True      True                         Pardis  7.700000e+08    25666.67\n",
      "1320                44     1    False       True     False                        Pirouzi  7.900000e+08    26333.33\n",
      "1321               108     2     True       True      True                     Gheitarieh  9.000000e+09   300000.00\n",
      "1322                87     2     True       True      True                       Amirabad  5.500000e+08    18333.33\n",
      "1323               231     3     True       True      True                     Zaferanieh  4.319700e+10  1439900.00\n",
      "1324               120     3     True       True      True      Persian Gulf Martyrs Lake  1.750000e+09    58333.33\n",
      "1325               103     2     True       True      True                    Saadat Abad  5.700000e+09   190000.00\n",
      "1326                78     2    False      False     False                         Parand  4.550000e+08    15166.67\n",
      "1327                85     2     True       True      True                     Gheitarieh  7.200000e+09   240000.00\n",
      "1328               195     3     True       True      True                       Velenjak  1.950000e+10   650000.00\n",
      "1329               142     3     True       True      True                       Amirabad  5.500000e+09   183333.33\n",
      "1330                90     2     True       True      True      Persian Gulf Martyrs Lake  1.315000e+09    43833.33\n",
      "1331                85     2     True       True      True                     Gheitarieh  7.300000e+09   243333.33\n",
      "1332               350     4     True       True      True                       Niavaran  8.050000e+10  2683333.33\n",
      "1333               210     4     True       True      True                       Niavaran  2.100000e+10   700000.00\n",
      "1334                87     2     True       True      True                         Pardis  8.900000e+08    29666.67\n",
      "1335                85     2     True       True      True             Southern Janatabad  4.400000e+09   146666.67\n",
      "1336                92     2     True       True      True             Southern Janatabad  3.990000e+09   133000.00\n",
      "1337                90     2     True       True      True                   Shahr-e-Ziba  4.150000e+09   138333.33\n",
      "1338                87     2     True       True      True                   Shahr-e-Ziba  3.050000e+09   101666.67\n",
      "1339               108     2     True       True      True         West Ferdows Boulevard  3.450000e+09   115000.00\n",
      "1340                85     2     True       True     False             Southern Janatabad  3.400000e+09   113333.33\n",
      "1341                68     2     True       True      True             Southern Janatabad  2.200000e+09    73333.33\n",
      "1342               138     2     True       True      True                     Zaferanieh  1.725000e+10   575000.00\n",
      "1343                78     2     True       True      True                         Parand  2.100000e+08     7000.00\n",
      "1344                94     2     True       True      True        Qazvin Imamzadeh Hassan  1.712000e+09    57066.67\n",
      "1345               168     3     True       True      True                       Aqdasieh  1.600000e+10   533333.33\n",
      "1346               100     2     True       True      True                       Niavaran  6.200000e+09   206666.67\n",
      "1347               100     2     True       True      True                      Ajudaniye  6.300000e+09   210000.00\n",
      "1348                44     1    False       True     False                       Parastar  1.030000e+09    34333.33\n",
      "1349               300     3    False      False     False                        Lavasan  2.700000e+10   900000.00\n",
      "1350               280     4     True       True      True                       Velenjak  3.080000e+10  1026666.67\n",
      "1351                65     2     True       True      True         West Ferdows Boulevard  2.760000e+09    92000.00\n",
      "1352               180     3     True       True      True                      Ajudaniye  1.350000e+10   450000.00\n",
      "1353               176     2     True       True     False                     Islamshahr  2.800000e+09    93333.33\n",
      "1354                83     2     True       True      True              Central Janatabad  3.859000e+09   128633.33\n",
      "1355               300     4     True       True      True                      Farmanieh  3.700000e+10  1233333.33\n",
      "1356                68     2    False       True     False                        Pirouzi  1.380000e+09    46000.00\n",
      "1357               220     3     True       True      True                       Aqdasieh  3.500000e+10  1166666.67\n",
      "1358               140     3     True       True      True                       Andisheh  1.484000e+09    49466.67\n",
      "1359               290     4     True       True      True                      Farmanieh  3.600000e+10  1200000.00\n",
      "1360                75     2    False       True      True                       Kahrizak  8.625000e+08    28750.00\n",
      "1361               133     3     True       True      True         East Ferdows Boulevard  8.000000e+09   266666.67\n",
      "1362                87     2     True       True      True                         Abazar  5.655000e+09   188500.00\n",
      "1363                60     2    False       True      True                        Pirouzi  1.500000e+09    50000.00\n",
      "1364               110     2     True       True      True                         Pardis  5.350000e+08    17833.33\n",
      "1365               149     3     True       True      True         West Ferdows Boulevard  8.642000e+09   288066.67\n",
      "1366               238     3     True       True      True                       Velenjak  4.284000e+10  1428000.00\n",
      "1367                90     2     True       True      True                          Punak  3.500000e+09   116666.67\n",
      "1368               100     2     True       True      True        Qazvin Imamzadeh Hassan  1.850000e+09    61666.67\n",
      "1369                94     2     True       True      True              Central Janatabad  4.512000e+09   150400.00\n",
      "1370                80     2     True       True      True                       Parastar  3.360000e+09   112000.00\n",
      "1371                55     2    False      False     False                       Parastar  1.280000e+09    42666.67\n",
      "1372               114     3     True       True      True                    Saadat Abad  6.800000e+09   226666.67\n",
      "1373                75     2     True       True     False                   Shahr-e-Ziba  1.890000e+09    63000.00\n",
      "1374               146     3     True       True      True                         Heravi  7.600000e+09   253333.33\n",
      "1375                70     2     True       True     False                          Punak  2.280000e+09    76000.00\n",
      "1376                86     2     True       True      True                       Amirabad  4.730000e+09   157666.67\n",
      "1377                69     1    False       True      True      Persian Gulf Martyrs Lake  2.100000e+09    70000.00\n",
      "1378                60     1     True       True      True         West Ferdows Boulevard  3.300000e+09   110000.00\n",
      "1379               101     2     True       True      True      Persian Gulf Martyrs Lake  3.500000e+09   116666.67\n",
      "1380                97     2     True       True      True                        Hashemi  2.300000e+09    76666.67\n",
      "1381               105     2     True       True      True                      Hakimiyeh  3.570000e+09   119000.00\n",
      "1382               110     2     True       True     False                    Saadat Abad  1.250000e+10   416666.67\n",
      "1383                75     2     True       True      True                          Punak  2.700000e+09    90000.00\n",
      "1384               110     2     True       True      True                          Punak  6.490000e+09   216333.33\n",
      "1385               149     3     True       True     False                       Mirdamad  9.238000e+09   307933.33\n",
      "1386               105     2     True       True      True                        Railway  5.000000e+09   166666.67\n",
      "1387               110     2     True       True      True      Persian Gulf Martyrs Lake  3.500000e+09   116666.67\n",
      "1388                69     2     True       True      True                        Pirouzi  1.800000e+09    60000.00\n",
      "1389               190     3     True       True      True                           Kook  1.300000e+10   433333.33\n",
      "1390               160     2     True       True      True                    Yousef Abad  8.600000e+09   286666.67\n",
      "1391                67     2    False       True      True                        Pirouzi  2.000000e+09    66666.67\n",
      "1392               121     2     True       True      True                         Narmak  5.500000e+09   183333.33\n",
      "1393               105     2     True       True      True                          Gisha  7.350000e+09   245000.00\n",
      "1394                83     2     True       True     False         West Ferdows Boulevard  2.400000e+09    80000.00\n",
      "1395                62     1    False       True      True                        Pirouzi  1.380000e+09    46000.00\n",
      "1396                55     1     True       True      True                        Pirouzi  1.750000e+09    58333.33\n",
      "1397                88     2     True       True      True                        Pirouzi  2.450000e+09    81666.67\n",
      "1398                86     2     True      False      True                      Air force  3.000000e+09   100000.00\n",
      "1399                62     1     True       True      True                         Narmak  2.250000e+09    75000.00\n",
      "1400                65     1     True       True     False                           Araj  3.100000e+09   103333.33\n",
      "1401               135     2     True       True      True                       Niavaran  1.485000e+10   495000.00\n",
      "1402               226     4     True       True      True                     Mahmoudieh  1.700000e+10   566666.67\n",
      "1403                70     2     True       True      True                         Tenant  2.030000e+09    67666.67\n",
      "1404                85     1     True       True      True                      Kamranieh  7.100000e+09   236666.67\n",
      "1405               170     3     True       True      True                          Punak  9.350000e+09   311666.67\n",
      "1406               170     3     True       True      True                       Niavaran  1.400000e+10   466666.67\n",
      "1407               574     5     True       True     False     North Program Organization  6.000000e+10  2000000.00\n",
      "1408               360     4     True       True      True                       Niavaran  3.800000e+10  1266666.67\n",
      "1409               120     2     True       True      True                    Saadat Abad  7.300000e+09   243333.33\n",
      "1410               120     3     True       True      True                          Punak  6.660000e+09   222000.00\n",
      "1411                97     2     True      False      True                         Tenant  2.330000e+09    77666.67\n",
      "1412               150     3     True       True      True                       Pasdaran  1.145600e+10   381866.67\n",
      "1413               140     2     True       True      True                       Pasdaran  1.050000e+10   350000.00\n",
      "1414                85     2     True       True      True                          Punak  3.300000e+09   110000.00\n",
      "1415               240     3     True       True      True                       Velenjak  4.600000e+10  1533333.33\n",
      "1416               120     3     True       True      True                         Pardis  6.700000e+08    22333.33\n",
      "1417               100     2     True       True      True                   Shahr-e-Ziba  4.700000e+09   156666.67\n",
      "1418               105     3     True       True     False                       Andisheh  3.400000e+09   113333.33\n",
      "1419                75     2     True       True      True                          Punak  2.980000e+09    99333.33\n",
      "1420                51     1     True       True      True                         Tenant  1.380000e+09    46000.00\n",
      "1421                89     2     True       True      True                   Shahr-e-Ziba  4.100000e+09   136666.67\n",
      "1422               130     3     True       True      True                    Saadat Abad  1.050000e+10   350000.00\n",
      "1423               140     2     True       True      True                       Pasdaran  1.000000e+10   333333.33\n",
      "1424               100     2     True       True      True                          Punak  5.650000e+09   188333.33\n",
      "1425               290     3     True       True      True                      Farmanieh  3.700000e+10  1233333.33\n",
      "1426               290     4     True       True      True                      Farmanieh  3.400000e+10  1133333.33\n",
      "1427               200     3     True       True      True                      Farmanieh  3.500000e+10  1166666.67\n",
      "1428               200     3     True       True      True                       Aqdasieh  3.480000e+10  1160000.00\n",
      "1429               450     3     True      False     False                       Damavand  3.850000e+09   128333.33\n",
      "1430                37     1    False       True     False                       Andisheh  3.550000e+08    11833.33\n",
      "1431               140     3     True       True      True                     Gheitarieh  8.900000e+09   296666.67\n",
      "1432               150     3     True       True      True                      Sadeghieh  5.400000e+09   180000.00\n",
      "1433               465     2     True      False     False                       Damavand  3.300000e+09   110000.00\n",
      "1434               160     3     True       True      True                     Gheitarieh  9.800000e+09   326666.67\n",
      "1435               403     5     True      False     False                       Andisheh  1.300000e+10   433333.33\n",
      "1436               165     2     True       True      True                       Pakdasht  1.200000e+09    40000.00\n",
      "1437               405     5     True       True     False                       Andisheh  1.100000e+10   366666.67\n",
      "1438               400     5     True       True     False                       Andisheh  1.100000e+10   366666.67\n",
      "1439                87     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "1440                88     2     True       True      True         West Ferdows Boulevard  3.100000e+09   103333.33\n",
      "1441               145     3     True       True      True                         Heravi  9.000000e+09   300000.00\n",
      "1442                86     2     True       True      True                      Air force  2.924000e+09    97466.67\n",
      "1443               350     3     True       True     False                       Pasdaran  1.000000e+09    33333.33\n",
      "1444               200     3     True       True      True                           Kook  1.200000e+10   400000.00\n",
      "1445               115     3     True       True      True                       Velenjak  1.265000e+10   421666.67\n",
      "1446                90     2     True       True      True                     Gheitarieh  7.000000e+09   233333.33\n",
      "1447               107     3     True       True      True                     Gheitarieh  6.420000e+09   214000.00\n",
      "1448                84     2     True       True      True                        Pirouzi  2.688000e+09    89600.00\n",
      "1449               112     2     True       True      True                         Pardis  4.800000e+08    16000.00\n",
      "1450               114     2     True       True      True      Persian Gulf Martyrs Lake  3.690000e+09   123000.00\n",
      "1451               120     3     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "1452               113     2     True       True      True      Persian Gulf Martyrs Lake  3.800000e+09   126666.67\n",
      "1453                84     2     True       True      True                      West Pars  3.100000e+09   103333.33\n",
      "1454                45     1    False       True     False                        Shahran  1.580000e+09    52666.67\n",
      "1455                53     1     True       True     False         East Ferdows Boulevard  1.920000e+09    64000.00\n",
      "1456               155     2     True       True      True                         Pardis  1.900000e+09    63333.33\n",
      "1457                56     1     True       True      True                        Shahran  2.450000e+09    81666.67\n",
      "1458                67     2     True       True      True         East Ferdows Boulevard  2.380000e+09    79333.33\n",
      "1459                79     2     True       True      True         East Ferdows Boulevard  2.600000e+09    86666.67\n",
      "1460                65     1     True       True      True                     Gheitarieh  4.225000e+09   140833.33\n",
      "1461               113     2     True       True      True                         Rudhen  1.550000e+09    51666.67\n",
      "1462                54     1     True       True     False                       Aqdasieh  3.500000e+09   116666.67\n",
      "1463               170     3    False      False     False                       Velenjak  1.570000e+10   523333.33\n",
      "1464                42     1    False       True      True                        Jeyhoon  1.050000e+09    35000.00\n",
      "1465               160     3    False       True     False                       Pakdasht  9.100000e+08    30333.33\n",
      "1466                56     1     True       True      True                          Punak  2.850000e+09    95000.00\n",
      "1467                75     2     True       True      True                         Rudhen  1.000000e+09    33333.33\n",
      "1468                80     2     True       True     False                         Rudhen  7.500000e+08    25000.00\n",
      "1469                41     1    False       True      True                      Farmanieh  2.530000e+09    84333.33\n",
      "1470               117     2    False       True      True                         Rudhen  1.580000e+09    52666.67\n",
      "1471                88     2     True       True      True                         Abazar  5.600000e+09   186666.67\n",
      "1472               114     2     True       True      True                         Abazar  6.700000e+09   223333.33\n",
      "1473                75     2     True       True      True                  Shahrake Qods  7.350000e+08    24500.00\n",
      "1474               160     3     True       True      True                       Andisheh  3.000000e+09   100000.00\n",
      "1475                87     2     True       True      True                         Abazar  5.600000e+09   186666.67\n",
      "1476               104     2     True       True      True                         Abazar  3.400000e+09   113333.33\n",
      "1477                90     2    False       True     False                  Shahrake Qods  6.650000e+08    22166.67\n",
      "1478               120     2     True       True     False                       Andisheh  1.800000e+09    60000.00\n",
      "1479                88     2    False       True      True                  Shahrake Qods  7.600000e+08    25333.33\n",
      "1480                76     2     True       True      True                         Abazar  3.000000e+09   100000.00\n",
      "1481                85     2     True       True      True             Southern Janatabad  3.600000e+09   120000.00\n",
      "1482                71     2    False       True     False             Northern Janatabad  2.600000e+09    86666.67\n",
      "1483               200     3     True       True      True                         Heravi  1.495000e+10   498333.33\n",
      "1484               104     2     True      False      True                      Air force  4.200000e+09   140000.00\n",
      "1485               165     3     True       True      True                       Aqdasieh  2.000000e+10   666666.67\n",
      "1486                82     2     True       True      True                         Abazar  3.800000e+09   126666.67\n",
      "1487               115     2     True       True      True                     Gheitarieh  8.300000e+09   276666.67\n",
      "1488               350     5     True       True      True                     Gheitarieh  3.500000e+10  1166666.67\n",
      "1489               106     2     True       True      True                         Abazar  4.500000e+09   150000.00\n",
      "1490                40     1    False       True      True                         Karoon  8.800000e+08    29333.33\n",
      "1491               130     2     True       True      True                     Gheitarieh  1.200000e+10   400000.00\n",
      "1492                46     1     True       True     False                        Jeyhoon  7.500000e+08    25000.00\n",
      "1493               121     2     True       True      True                Dehkade Olampic  4.840000e+09   161333.33\n",
      "1494                80     2     True       True      True                        Jeyhoon  1.500000e+09    50000.00\n",
      "1495               154     3     True       True      True                    Ostad Moein  4.000000e+09   133333.33\n",
      "1496                60     1    False       True     False                        Jeyhoon  1.020000e+09    34000.00\n",
      "1497                68     2     True       True      True         West Ferdows Boulevard  2.300000e+09    76666.67\n",
      "1498                89     2     True      False      True                       Andisheh  1.100000e+09    36666.67\n",
      "1499                70     2     True       True      True                        Jeyhoon  1.600000e+09    53333.33\n",
      "1500                45     1     True       True      True                  Qasr-od-Dasht  1.300000e+09    43333.33\n",
      "1501               113     2     True       True      True                       Amirabad  5.080000e+09   169333.33\n",
      "1502                85     2     True       True      True                         Dorous  4.200000e+09   140000.00\n",
      "1503                42     1     True      False      True                       Vahidieh  9.750000e+08    32500.00\n",
      "1504               108     2     True       True      True                        Shahran  4.300000e+09   143333.33\n",
      "1505                82     2     True       True      True                          Punak  2.900000e+09    96666.67\n",
      "1506                76     2     True      False      True                          Punak  4.250000e+09   141666.67\n",
      "1507                68     2     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "1508                79     2     True       True      True                          Punak  3.250000e+09   108333.33\n",
      "1509                71     2     True       True      True                          Punak  2.700000e+09    90000.00\n",
      "1510                73     2     True       True      True                          Punak  3.550000e+09   118333.33\n",
      "1511                89     2     True       True      True                  Shahrake Qods  1.610000e+09    53666.67\n",
      "1512                85     2     True       True      True                   Shahr-e-Ziba  2.750000e+09    91666.67\n",
      "1513                96     2     True       True      True         East Ferdows Boulevard  3.950000e+09   131666.67\n",
      "1514                95     2     True       True      True                       Andisheh  1.200000e+09    40000.00\n",
      "1515                60     2     True       True      True                          Punak  2.050000e+09    68333.33\n",
      "1516                88     2    False      False      True                         Parand  4.850000e+08    16166.67\n",
      "1517               145     3     True       True      True                       Pasdaran  1.450000e+09    48333.33\n",
      "1518                75     2    False       True     False                         Malard  2.500000e+08     8333.33\n",
      "1519               145     3     True       True      True                        Gholhak  7.850000e+09   261666.67\n",
      "1520               105     3     True       True      True                    Ostad Moein  2.910000e+09    97000.00\n",
      "1521               100     2    False       True     False                      Tehransar  2.000000e+09    66666.67\n",
      "1522                67     2     True       True      True                    Feiz Garden  2.120000e+09    70666.67\n",
      "1523                78     2     True      False      True                        Jeyhoon  2.250000e+09    75000.00\n",
      "1524               125     2     True       True      True                     Gheitarieh  1.250000e+10   416666.67\n",
      "1525                91     2     True       True      True                        Shahran  3.350000e+09   111666.67\n",
      "1526               195     3     True       True      True                     Gheitarieh  1.900000e+10   633333.33\n",
      "1527                87     2    False      False      True                         Pardis  5.850000e+08    19500.00\n",
      "1528                99     2     True       True      True                          Punak  4.200000e+09   140000.00\n",
      "1529               113     2     True       True      True                          Punak  5.100000e+09   170000.00\n",
      "1530               100     2     True       True      True                          Punak  4.300000e+09   143333.33\n",
      "1531               200     3     True       True      True                     Zaferanieh  2.400000e+10   800000.00\n",
      "1532               106     2     True       True      True                         Pardis  5.600000e+08    18666.67\n",
      "1533               105     2     True       True      True                        Shahran  3.750000e+09   125000.00\n",
      "1534               228     3     True       True      True                     Zaferanieh  2.029200e+10   676400.00\n",
      "1535                75     2     True       True      True                        Shahran  3.650000e+09   121666.67\n",
      "1536                84     3     True       True      True                        Shahran  3.050000e+09   101666.67\n",
      "1537                90     2     True       True      True                   Shahr-e-Ziba  3.150000e+09   105000.00\n",
      "1538                66     2     True      False      True                    Ostad Moein  1.580000e+09    52666.67\n",
      "1539               130     3     True       True      True            Northern Suhrawardi  7.800000e+09   260000.00\n",
      "1540               101     2     True       True      True              Central Janatabad  4.700000e+09   156666.67\n",
      "1541               103     2    False       True     False                        Shahran  3.220000e+09   107333.33\n",
      "1542                60     2     True       True     False                        Pirouzi  1.450000e+09    48333.33\n",
      "1543               123     2     True       True      True      Persian Gulf Martyrs Lake  3.600000e+08    12000.00\n",
      "1544                70     2     True       True      True                          Punak  2.700000e+09    90000.00\n",
      "1545               177     3     True       True      True                       Velenjak  2.170000e+10   723333.33\n",
      "1546               230     3     True       True      True                      Farmanieh  2.200000e+10   733333.33\n",
      "1547               105     2     True       True      True                         Pardis  5.400000e+08    18000.00\n",
      "1548                87     2    False      False      True                         Pardis  8.100000e+08    27000.00\n",
      "1549               104     2     True       True      True                         Pardis  5.900000e+08    19666.67\n",
      "1550               105     2     True       True      True                         Pardis  5.550000e+08    18500.00\n",
      "1551               310     3     True       True      True                        Elahieh  4.550000e+10  1516666.67\n",
      "1552               108     2     True       True      True                     Shams Abad  4.550000e+09   151666.67\n",
      "1553               105     2     True       True      True                         Pardis  5.400000e+08    18000.00\n",
      "1554                75     2     True       True     False              Central Janatabad  2.750000e+09    91666.67\n",
      "1555               108     2     True       True      True                     Shams Abad  4.130000e+09   137666.67\n",
      "1556               105     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "1557               116     2     True       True      True         West Ferdows Boulevard  5.050000e+09   168333.33\n",
      "1558                43     1     True       True      True                     Shams Abad  1.800000e+09    60000.00\n",
      "1559                64     2    False       True     False                        Jeyhoon  9.200000e+08    30666.67\n",
      "1560                48     1     True       True     False                       Salsabil  1.048000e+09    34933.33\n",
      "1561               134     3     True       True      True                       Andisheh  1.100000e+09    36666.67\n",
      "1562               134     3     True       True      True                       Andisheh  1.100000e+09    36666.67\n",
      "1563               100     2    False      False     False                         Pardis  6.500000e+08    21666.67\n",
      "1564               230     3     True       True      True                      Farmanieh  2.070000e+10   690000.00\n",
      "1565               238     3     True       True      True                       Velenjak  4.690000e+10  1563333.33\n",
      "1566                48     1     True       True     False                       Salsabil  9.950000e+08    33166.67\n",
      "1567               270     5     True       True     False                       Aqdasieh  1.450000e+10   483333.33\n",
      "1568               105     2    False       True     False                       Andisheh  1.100000e+09    36666.67\n",
      "1569               105     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "1570                86     2     True       True      True                         Pardis  7.800000e+08    26000.00\n",
      "1571               130     3     True       True      True                      West Pars  6.760000e+09   225333.33\n",
      "1572                87     2     True       True      True                         Pardis  9.600000e+08    32000.00\n",
      "1573                80     2    False       True     False                  Shahrake Qods  1.200000e+09    40000.00\n",
      "1574               112     2     True       True      True                    Yousef Abad  5.600000e+09   186666.67\n",
      "1575               120     2     True       True     False                         Pardis  1.800000e+09    60000.00\n",
      "1576               125     2     True       True      True                         Pardis  2.100000e+09    70000.00\n",
      "1578               100     2     True       True      True                        Pirouzi  2.600000e+09    86666.67\n",
      "1579               123     3     True       True      True         East Ferdows Boulevard  5.600000e+09   186666.67\n",
      "1580               100     2     True       True      True                        Pirouzi  4.000000e+09   133333.33\n",
      "1581                88     2     True       True      True             Northern Janatabad  2.980000e+09    99333.33\n",
      "1582                87     2     True       True      True                         Pardis  7.200000e+08    24000.00\n",
      "1583                66     2     True      False      True                    Ostad Moein  1.580000e+09    52666.67\n",
      "1584                85     2     True       True      True                         Pardis  7.300000e+08    24333.33\n",
      "1585                84     2    False       True     False                     Sattarkhan  2.600000e+09    86666.67\n",
      "1586               110     2     True       True      True                    Yousef Abad  5.700000e+09   190000.00\n",
      "1587               170     3     True       True      True                       Niavaran  2.210000e+10   736666.67\n",
      "1588               220     3     True       True      True                       Niavaran  1.980000e+10   660000.00\n",
      "1589               101     2     True       True      True                    Yousef Abad  5.500000e+09   183333.33\n",
      "1590               100     2     True       True      True                     Gheitarieh  6.800000e+09   226666.67\n",
      "1591               193     3     True       True      True                           Kook  1.300000e+10   433333.33\n",
      "1592                45     1    False       True     False                       Andisheh  3.950000e+08    13166.67\n",
      "1593                86     2     True      False      True                        Pirouzi  2.050000e+09    68333.33\n",
      "1594               138     3     True       True      True                     Islamshahr  1.690000e+09    56333.33\n",
      "1595               100     2    False       True     False                      Tehransar  2.000000e+09    66666.67\n",
      "1596                55     1     True       True      True                    Saadat Abad  4.000000e+09   133333.33\n",
      "1597               100     2     True       True      True                     Gheitarieh  8.200000e+09   273333.33\n",
      "1598               108     2     True       True      True      Persian Gulf Martyrs Lake  3.024000e+09   100800.00\n",
      "1599                94     2     True       True      True                     Gheitarieh  8.350000e+09   278333.33\n",
      "1600               101     2     True       True      True                     Gheitarieh  8.800000e+09   293333.33\n",
      "1601               101     2     True       True      True                     Gheitarieh  8.500000e+09   283333.33\n",
      "1602                99     1     True       True      True                     Gheitarieh  8.400000e+09   280000.00\n",
      "1603                97     2     True       True      True                 Shahrake Gharb  7.500000e+09   250000.00\n",
      "1604    8,400,000,000      2     True       True      True                     Gheitarieh  8.700000e+09   290000.00\n",
      "1605               126     2     True       True      True                     Gheitarieh  1.150000e+10   383333.33\n",
      "1606               105     2     True       True      True                         Pardis  5.250000e+08    17500.00\n",
      "1607               101     2     True       True      True                        Tarasht  3.345000e+09   111500.00\n",
      "1608               100     2     True       True      True                     Gheitarieh  8.300000e+09   276666.67\n",
      "1609                90     2     True       True      True                  Shahrake Qods  9.900000e+08    33000.00\n",
      "1610               146     3     True       True      True                    Saadat Abad  1.080000e+10   360000.00\n",
      "1611                90     3     True       True     False                       Salsabil  2.550000e+09    85000.00\n",
      "1612                60     2    False       True     False                 Shahrake Azadi  1.680000e+09    56000.00\n",
      "1613               130     3     True       True      True                 Shahrake Gharb  1.430000e+10   476666.67\n",
      "1614                85     2     True       True     False                      Air force  2.700000e+09    90000.00\n",
      "1615                80     1    False       True     False                  Shahrake Qods  5.600000e+08    18666.67\n",
      "1616               132     3     True       True      True                       Pasdaran  9.900000e+09   330000.00\n",
      "1617               115     2     True       True      True                        Tarasht  4.600000e+09   153333.33\n",
      "1618                70     2    False       True     False                        Pirouzi  1.550000e+09    51666.67\n",
      "1619               145     3     True       True      True                        Pirouzi  3.900000e+09   130000.00\n",
      "1620                88     2     True       True      True                          Punak  2.980000e+09    99333.33\n",
      "1621                54     1    False       True     False                       Beryanak  8.300000e+08    27666.67\n",
      "1622                65     2     True       True     False                        Pirouzi  1.650000e+09    55000.00\n",
      "1623                70     1     True       True     False                Dehkade Olampic  2.000000e+09    66666.67\n",
      "1624                63     1     True       True      True                    Ostad Moein  1.380000e+09    46000.00\n",
      "1625               190     3     True       True      True                     Zaferanieh  1.300000e+10   433333.33\n",
      "1626                57     1     True       True      True                  Qasr-od-Dasht  1.200000e+09    40000.00\n",
      "1627               144     3     True       True      True                       Velenjak  1.200000e+10   400000.00\n",
      "1628                85     2     True       True      True                   Shahr-e-Ziba  3.450000e+09   115000.00\n",
      "1629                65     2    False       True      True                      West Pars  2.000000e+09    66666.67\n",
      "1630                88     3    False      False      True                         Parand  5.200000e+08    17333.33\n",
      "1631                74     2     True       True      True                        Darband  4.100000e+09   136666.67\n",
      "1632                76     2    False      False     False                         Parand  3.650000e+08    12166.67\n",
      "1633                88     2    False      False      True                         Parand  5.800000e+08    19333.33\n",
      "1634                49     1     True       True      True                          Punak  2.694000e+09    89800.00\n",
      "1635               287     5     True       True     False                          Vanak  5.750000e+10  1916666.67\n",
      "1636                95     2     True       True     False                          Punak  3.900000e+09   130000.00\n",
      "1637                65     1     True       True      True                      Air force  1.690000e+09    56333.33\n",
      "1638                86     2     True       True      True                       Niavaran  5.580000e+09   186000.00\n",
      "1639                86     2     True       True      True                      Kamranieh  5.500000e+09   183333.33\n",
      "1640                90     2     True       True      True                       Golestan  6.900000e+08    23000.00\n",
      "1641                62     2     True       True     False                     Ekhtiarieh  3.300000e+09   110000.00\n",
      "1642               157     3     True       True      True                     Gheitarieh  1.360000e+10   453333.33\n",
      "1643                90     2     True       True      True               Southern Chitgar  6.900000e+08    23000.00\n",
      "1644               190     3     True       True      True                     Gheitarieh  1.550000e+10   516666.67\n",
      "1645                90     2     True       True      True                        Railway  1.315000e+09    43833.33\n",
      "1646               150     3     True       True      True                     Gheitarieh  1.100000e+10   366666.67\n",
      "1647                70     2     True       True      True                  Shahrake Qods  7.350000e+08    24500.00\n",
      "1648                91     2     True       True      True                     Tehran Now  3.000000e+09   100000.00\n",
      "1649               155     3     True       True      True                     Gheitarieh  1.470000e+10   490000.00\n",
      "1650               245     3     True       True      True                       Niavaran  2.156000e+10   718666.67\n",
      "1651               120     2     True       True      True         West Ferdows Boulevard  5.000000e+09   166666.67\n",
      "1652               150     2     True       True      True                     Gheitarieh  1.300000e+10   433333.33\n",
      "1653                65     2     True       True     False         West Ferdows Boulevard  2.250000e+09    75000.00\n",
      "1654               106     2     True       True      True         West Ferdows Boulevard  3.900000e+09   130000.00\n",
      "1655               100     2     True       True      True                     Gheitarieh  8.400000e+09   280000.00\n",
      "1656               125     2     True       True      True                     Gheitarieh  1.100000e+10   366666.67\n",
      "1657                57     1     True       True      True                    Feiz Garden  1.890000e+09    63000.00\n",
      "1658               160     3     True       True      True                       Niavaran  1.680000e+10   560000.00\n",
      "1659                43     1    False       True      True                       Beryanak  1.200000e+09    40000.00\n",
      "1660               115     3     True       True      True                    Feiz Garden  3.500000e+09   116666.67\n",
      "1661                80     2     True       True      True                    Feiz Garden  2.900000e+09    96666.67\n",
      "1662                93     2     True       True      True             Southern Janatabad  4.600000e+09   153333.33\n",
      "1663                65     2     True      False      True                  Qasr-od-Dasht  2.050000e+09    68333.33\n",
      "1664                90     2     True       True      True             Southern Janatabad  3.000000e+09   100000.00\n",
      "1665               200     2     True       True     False                       Andisheh  2.000000e+09    66666.67\n",
      "1666               135     3     True       True      True                 Shahrake Gharb  9.000000e+09   300000.00\n",
      "1667                63     2    False       True     False                     Azarbaijan  1.340000e+09    44666.67\n",
      "1668                53     1     True       True      True                     Azarbaijan  1.500000e+09    50000.00\n",
      "1669                50     1    False       True     False                  Qasr-od-Dasht  8.100000e+08    27000.00\n",
      "1670                72     2     True       True     False                  Qasr-od-Dasht  1.615000e+09    53833.33\n",
      "1671               148     3     True       True      True                    Saadat Abad  1.250000e+10   416666.67\n",
      "1672                80     2     True       True      True                     Azarbaijan  2.480000e+09    82666.67\n",
      "1673                60     2     True       True      True                       Andisheh  9.500000e+08    31666.67\n",
      "1674               102     2     True       True      True                 Shahrake Gharb  9.898000e+09   329933.33\n",
      "1675                95     2     True       True      True                       Mirdamad  5.500000e+09   183333.33\n",
      "1676                83     2     True       True      True                            Ray  1.700000e+09    56666.67\n",
      "1677                95     2     True       True      True                     Gheitarieh  8.300000e+09   276666.67\n",
      "1678                83     2     True       True      True                       Salsabil  2.300000e+09    76666.67\n",
      "1679                60     1     True       True      True               Northern Chitgar  8.750000e+08    29166.67\n",
      "1680                65     2     True       True      True                        Jeyhoon  1.400000e+09    46666.67\n",
      "1681                90     2     True       True      True                     Gheitarieh  8.200000e+09   273333.33\n",
      "1682               200     3     True       True      True                         Heravi  1.400000e+10   466666.67\n",
      "1683                53     1     True       True      True                        Jeyhoon  1.420000e+09    47333.33\n",
      "1684                43     1     True       True      True                       Beryanak  1.250000e+09    41666.67\n",
      "1685                97     2     True       True      True             Southern Janatabad  3.880000e+09   129333.33\n",
      "1686                42     1     True      False      True                        Jeyhoon  9.600000e+08    32000.00\n",
      "1687               120     2     True       True      True                         Abazar  3.880000e+09   129333.33\n",
      "1688                97     2     True       True      True                     Sattarkhan  3.580000e+09   119333.33\n",
      "1689                97     2     True       True      True             Southern Janatabad  3.500000e+09   116666.67\n",
      "1690                90     2     True       True      True             Southern Janatabad  3.280000e+09   109333.33\n",
      "1691                97     2     True       True      True              Central Janatabad  3.600000e+09   120000.00\n",
      "1692                90     2     True       True      True             Southern Janatabad  3.680000e+09   122666.67\n",
      "1693               198     3     True       True      True                     Gheitarieh  1.350000e+10   450000.00\n",
      "1694               929     5     True       True     False                          Zafar  8.000000e+10  2666666.67\n",
      "1695                90     2     True       True      True                          Punak  4.680000e+09   156000.00\n",
      "1696               150     3     True       True      True                          Punak  9.400000e+09   313333.33\n",
      "1697               136     3     True       True      True             Southern Janatabad  6.200000e+09   206666.67\n",
      "1698               120     2     True       True      True             Southern Janatabad  4.100000e+09   136666.67\n",
      "1699                90     2     True       True      True                          Punak  3.520000e+09   117333.33\n",
      "1700               550     3     True       True     False                         Absard  4.500000e+09   150000.00\n",
      "1701                50     1     True       True      True                          Punak  2.500000e+09    83333.33\n",
      "1702                90     2     True       True      True                       Mirdamad  6.000000e+09   200000.00\n",
      "1703                55     1     True       True      True                          Punak  2.300000e+09    76666.67\n",
      "1704                75     2     True       True      True                        Jeyhoon  2.350000e+09    78333.33\n",
      "1705                47     1     True       True      True                          Punak  2.100000e+09    70000.00\n",
      "1706                65     2     True       True     False                          Punak  2.250000e+09    75000.00\n",
      "1707               420     4     True       True      True                     Zaferanieh  9.240000e+10  3080000.00\n",
      "1708               124     3     True       True      True             Southern Janatabad  5.950000e+09   198333.33\n",
      "1709                86     2     True       True      True                          Punak  4.250000e+09   141666.67\n",
      "1710                70     1     True       True      True                          Punak  3.100000e+09   103333.33\n",
      "1711               181     3     True       True      True                       Velenjak  1.360000e+10   453333.33\n",
      "1712                68     2     True       True     False                          Punak  2.230000e+09    74333.33\n",
      "1713                85     2     True       True      True                       Yaftabad  1.250000e+09    41666.67\n",
      "1714                67     2     True       True      True                          Punak  2.600000e+09    86666.67\n",
      "1715                72     1     True       True      True                          Ozgol  4.500000e+09   150000.00\n",
      "1716               145     3     True       True      True              Central Janatabad  6.150000e+09   205000.00\n",
      "1717               116     2     True       True      True                 Shahrake Gharb  9.860000e+09   328666.67\n",
      "1718                65     1     True       True      True             Northern Janatabad  2.700000e+09    90000.00\n",
      "1719               125     2     True       True      True                          Ozgol  9.300000e+09   310000.00\n",
      "1720               143     3     True       True      True                    Saadat Abad  1.120000e+10   373333.33\n",
      "1721               150     3     True       True      True                    Saadat Abad  1.480000e+10   493333.33\n",
      "1722                88     2     True       True      True             Southern Janatabad  2.560000e+09    85333.33\n",
      "1723               380     4     True       True      True                        Elahieh  5.000000e+10  1666666.67\n",
      "1724                95     2     True       True      True                    Ostad Moein  2.990000e+09    99666.67\n",
      "1725                58     1     True       True      True                        Shahran  2.850000e+09    95000.00\n",
      "1726               190     3     True       True      True                      Farmanieh  2.500000e+10   833333.33\n",
      "1727               120     2     True       True      True                     Ekhtiarieh  7.700000e+09   256666.67\n",
      "1728               130     3     True       True      True                 Shahrakeh Naft  7.500000e+09   250000.00\n",
      "1729                85     2     True       True     False                          Punak  2.800000e+09    93333.33\n",
      "1730               100     2     True       True     False                     Islamshahr  1.100000e+09    36666.67\n",
      "1731               115     2     True       True      True                     Gheitarieh  9.500000e+09   316666.67\n",
      "1732                76     2     True       True      True                   Shahr-e-Ziba  2.480000e+09    82666.67\n",
      "1733               125     2     True       True      True                          Punak  6.000000e+09   200000.00\n",
      "1734               110     2     True       True      True                          Punak  3.900000e+09   130000.00\n",
      "1735                96     2     True       True      True                          Punak  4.150000e+09   138333.33\n",
      "1736                75     2     True       True     False                     Islamshahr  1.250000e+09    41666.67\n",
      "1737               105     2     True       True      True              Central Janatabad  4.300000e+09   143333.33\n",
      "1738               160     3     True       True      True                         Heravi  7.000000e+09   233333.33\n",
      "1739                76     2     True       True      True                        Jeyhoon  1.800000e+09    60000.00\n",
      "1740               290     4     True       True      True                     Zaferanieh  1.595000e+10   531666.67\n",
      "1741               110     2    False       True      True                          Zafar  5.550000e+09   185000.00\n",
      "1742               198     4     True       True     False                       Andisheh  5.200000e+09   173333.33\n",
      "1743               105     2     True       True      True                       Andisheh  1.930000e+09    64333.33\n",
      "1744                90     2     True       True      True                     Islamshahr  1.098000e+09    36600.00\n",
      "1745                63     1     True       True      True                     Islamshahr  8.820000e+08    29400.00\n",
      "1746               100     2     True       True      True              Central Janatabad  3.600000e+09   120000.00\n",
      "1747               117     3     True       True      True                     Islamshahr  1.990000e+09    66333.33\n",
      "1748                91     2     True       True     False                     Islamshahr  1.640000e+09    54666.67\n",
      "1749                60     1     True       True     False                     Islamshahr  7.800000e+08    26000.00\n",
      "1750               110     2     True       True      True                     Islamshahr  2.530000e+09    84333.33\n",
      "1751                96     2     True       True      True                    Ostad Moein  2.990000e+09    99666.67\n",
      "1752               113     2     True       True      True                     Ekhtiarieh  4.300000e+09   143333.33\n",
      "1753                60     1     True       True      True      Persian Gulf Martyrs Lake  2.950000e+08     9833.33\n",
      "1754                74     2     True       True      True             Southern Janatabad  2.800000e+09    93333.33\n",
      "1755               155     3     True       True      True                         Dorous  9.800000e+09   326666.67\n",
      "1756               125     2     True       True      True                    Ostad Moein  3.900000e+09   130000.00\n",
      "1757                49     1     True      False      True                       Dezashib  3.150000e+09   105000.00\n",
      "1758               148     3     True       True      True                    Saadat Abad  1.258000e+10   419333.33\n",
      "1759               134     3     True       True      True                  Qasr-od-Dasht  2.950000e+09    98333.33\n",
      "1760                90     2     True       True      True              Central Janatabad  3.600000e+09   120000.00\n",
      "1761               110     1     True       True      True              Central Janatabad  4.450000e+09   148333.33\n",
      "1762               115     2     True       True      True                          Punak  5.405000e+09   180166.67\n",
      "1763                90     2     True       True      True                        Darabad  5.300000e+09   176666.67\n",
      "1764                95     2     True       True      True     North Program Organization  4.300000e+09   143333.33\n",
      "1765               105     2     True       True      True                         Pardis  7.500000e+08    25000.00\n",
      "1766                63     2     True       True      True                   Amir Bahador  1.638000e+09    54600.00\n",
      "1767               185     3     True       True      True                       Pasdaran  1.300000e+10   433333.33\n",
      "1768               250     3     True       True      True                        Elahieh  4.000000e+10  1333333.33\n",
      "1769                88     2     True       True     False             Northern Janatabad  3.850000e+09   128333.33\n",
      "1770                95     2     True       True      True  Southern Program Organization  4.300000e+09   143333.33\n",
      "1771               108     2     True       True      True                         Heravi  6.400000e+09   213333.33\n",
      "1772                90     2     True       True      True             Southern Janatabad  3.780000e+09   126000.00\n",
      "1773               160     3     True       True      True                       Velenjak  9.600000e+09   320000.00\n",
      "1774                78     2    False       True      True                         Parand  4.250000e+08    14166.67\n",
      "1775               120     3     True       True      True      Persian Gulf Martyrs Lake  5.900000e+08    19666.67\n",
      "1776               158     3     True       True      True                       Pasdaran  1.106000e+10   368666.67\n",
      "1777                56     1     True       True      True         West Ferdows Boulevard  2.250000e+09    75000.00\n",
      "1778               155     3     True       True      True                       Pasdaran  1.317500e+10   439166.67\n",
      "1779               100     2     True       True      True             Southern Janatabad  5.700000e+09   190000.00\n",
      "1780               182     3     True       True      True                    Saadat Abad  1.150000e+10   383333.33\n",
      "1781                63     2     True       True      True                   Shahr-e-Ziba  2.250000e+09    75000.00\n",
      "1782                60     1     True       True      True               Northern Chitgar  8.750000e+08    29166.67\n",
      "1783               125     2     True       True      True                  Shahrake Qods  1.030000e+09    34333.33\n",
      "1784                53     1    False      False     False                  Shahrake Qods  3.950000e+08    13166.67\n",
      "1785               150     3     True       True      True                     Ekhtiarieh  9.500000e+09   316666.67\n",
      "1786                62     2     True       True     False                          Punak  2.200000e+09    73333.33\n",
      "1787               113     2     True       True      True                     Ekhtiarieh  6.000000e+09   200000.00\n",
      "1788                93     2     True       True     False                         Parand  6.500000e+08    21666.67\n",
      "1789                84     2     True       True      True                       Damavand  2.150000e+09    71666.67\n",
      "1790                83     2     True       True      True                        Jeyhoon  2.200000e+09    73333.33\n",
      "1791               150     3     True       True      True                     Gheitarieh  1.300000e+10   433333.33\n",
      "1792               147     3     True       True      True                     Ekhtiarieh  9.600000e+09   320000.00\n",
      "1793                75     2     True       True      True                    Saadat Abad  5.500000e+09   183333.33\n",
      "1794               119     2     True       True      True                        Shahran  4.700000e+09   156666.67\n",
      "1795               105     2     True       True      True                    Saadat Abad  4.800000e+09   160000.00\n",
      "1797               115     2     True       True      True                     Ekhtiarieh  6.300000e+09   210000.00\n",
      "1798               179     3     True       True      True                       Velenjak  8.055000e+09   268500.00\n",
      "1799                86     2     True       True      True              Central Janatabad  3.600000e+09   120000.00\n",
      "1800                70     1     True       True      True         West Ferdows Boulevard  3.650000e+09   121666.67\n",
      "1801                48     1     True       True      True                   Shahr-e-Ziba  1.750000e+09    58333.33\n",
      "1802                70     2    False       True      True                         Komeil  1.250000e+09    41666.67\n",
      "1803               102     2     True       True      True                    Saadat Abad  6.120000e+09   204000.00\n",
      "1804                85     2     True      False      True                         Pardis  4.700000e+08    15666.67\n",
      "1805                72     2     True       True     False         West Ferdows Boulevard  2.400000e+09    80000.00\n",
      "1806               120     2     True       True      True                  Shahrake Qods  1.050000e+09    35000.00\n",
      "1807               180     3     True       True      True                    Saadat Abad  1.450000e+10   483333.33\n",
      "1808               138     3     True       True      True                    Saadat Abad  9.300000e+09   310000.00\n",
      "1809                87     2     True       True      True                  Shahrake Qods  9.600000e+08    32000.00\n",
      "1810               705     5     True       True     False                         Abazar  9.100000e+10  3033333.33\n",
      "1811               200     3     True       True      True                    Saadat Abad  1.600000e+10   533333.33\n",
      "1812                87     2     True       True      True                         Pardis  5.700000e+08    19000.00\n",
      "1813                75     2     True       True      True                   Shahr-e-Ziba  3.350000e+09   111666.67\n",
      "1814                66     2     True       True      True                    Ostad Moein  1.580000e+09    52666.67\n",
      "1815                57     1     True       True      True         West Ferdows Boulevard  2.900000e+09    96666.67\n",
      "1816                62     1     True       True      True         West Ferdows Boulevard  2.650000e+09    88333.33\n",
      "1817                65     2     True       True      True         West Ferdows Boulevard  3.100000e+09   103333.33\n",
      "1818                70     1    False       True     False                    Saadat Abad  3.300000e+09   110000.00\n",
      "1819                65     1     True       True      True         West Ferdows Boulevard  2.800000e+09    93333.33\n",
      "1820               100     2     True       True      True                    Ostad Moein  2.800000e+09    93333.33\n",
      "1821               210     3     True       True      True                    Saadat Abad  1.640000e+10   546666.67\n",
      "1822               110     2     True       True      True                    Saadat Abad  8.900000e+09   296666.67\n",
      "1823                68     2     True       True      True         West Ferdows Boulevard  2.900000e+09    96666.67\n",
      "1824               101     2     True       True      True                    Saadat Abad  5.555000e+09   185166.67\n",
      "1825                85     2     True       True      True                     Ekhtiarieh  5.000000e+09   166666.67\n",
      "1826               165     3     True       True      True                    Saadat Abad  1.050000e+10   350000.00\n",
      "1827               300     4     True       True      True                    Saadat Abad  3.000000e+10  1000000.00\n",
      "1828               245     3     True       True      True                 Shahrake Gharb  1.900000e+10   633333.33\n",
      "1829               105     2     True       True     False                       Andisheh  1.000000e+09    33333.33\n",
      "1830               135     2     True       True      True                    Saadat Abad  8.800000e+09   293333.33\n",
      "1831               130     3     True       True      True                    Saadat Abad  9.300000e+09   310000.00\n",
      "1832                83     2     True      False      True                    Saadat Abad  4.600000e+09   153333.33\n",
      "1833                60     1     True       True      True                    Saadat Abad  4.650000e+09   155000.00\n",
      "1834                52     1     True       True      True  Southern Program Organization  2.750000e+09    91666.67\n",
      "1835                60     2     True       True      True         West Ferdows Boulevard  2.850000e+09    95000.00\n",
      "1836                60     2     True       True      True         West Ferdows Boulevard  2.850000e+09    95000.00\n",
      "1837                70     2     True       True      True         East Ferdows Boulevard  3.000000e+09   100000.00\n",
      "1838               140     3     True       True      True                 Shahrake Gharb  1.120000e+10   373333.33\n",
      "1839               120     2     True       True      True                    Saadat Abad  6.800000e+09   226666.67\n",
      "1840                62     1     True       True      True                  Shahrake Qods  5.100000e+08    17000.00\n",
      "1841                70     2     True       True      True         West Ferdows Boulevard  2.600000e+09    86666.67\n",
      "1842               150     3     True       True      True                    Saadat Abad  9.500000e+09   316666.67\n",
      "1843                69     2     True       True     False                        Shahran  1.850000e+09    61666.67\n",
      "1844                97     2     True       True      True                         Pardis  7.700000e+08    25666.67\n",
      "1845                70     1     True       True      True         East Ferdows Boulevard  2.600000e+09    86666.67\n",
      "1846               100     2     True       True      True                        Jeyhoon  2.300000e+09    76666.67\n",
      "1847                75     2     True       True     False         West Ferdows Boulevard  2.500000e+09    83333.33\n",
      "1848               103     2     True       True      True                     Azarbaijan  3.150000e+09   105000.00\n",
      "1849                85     2     True       True      True                        Shahran  2.650000e+09    88333.33\n",
      "1850               150     3     True       True      True                          Punak  1.050000e+10   350000.00\n",
      "1851                66     2     True       True      True                      Qalandari  4.250000e+09   141666.67\n",
      "1852               106     2     True       True      True                         Pardis  8.000000e+08    26666.67\n",
      "1853               101     2     True      False      True                        Pirouzi  3.300000e+09   110000.00\n",
      "1854               290     4     True       True      True                       Aqdasieh  2.700000e+10   900000.00\n",
      "1855               106     2     True       True      True                    Saadat Abad  6.000000e+09   200000.00\n",
      "1856               107     3     True       True     False                           Eram  2.970000e+09    99000.00\n",
      "1857               122     2     True       True      True                        Jeyhoon  3.900000e+09   130000.00\n",
      "1858               195     3     True       True      True                 Shahrake Gharb  1.950000e+10   650000.00\n",
      "1859                98     2     True       True      True                   Shahr-e-Ziba  3.200000e+09   106666.67\n",
      "1860               105     2     True       True      True                         Pardis  7.000000e+08    23333.33\n",
      "1861                98     2     True       True      True                         Pardis  7.700000e+08    25666.67\n",
      "1862               200     3     True       True      True                     Gheitarieh  1.600000e+10   533333.33\n",
      "1863               400     4     True       True      True                        Elahieh  6.300000e+10  2100000.00\n",
      "1864               110     2     True       True      True                     Ekhtiarieh  8.300000e+09   276666.67\n",
      "1865                95     2     True       True      True                    Ostad Moein  2.950000e+09    98333.33\n",
      "1866                60     1     True       True      True  Southern Program Organization  2.400000e+09    80000.00\n",
      "1867                76     2    False      False     False                         Parand  3.450000e+08    11500.00\n",
      "1868               222     3     True       True      True                     Gheitarieh  1.980000e+10   660000.00\n",
      "1869               120     2     True       True      True                          Punak  6.000000e+09   200000.00\n",
      "1870                90     2     True       True      True                     Ekhtiarieh  6.000000e+09   200000.00\n",
      "1871               270     3     True       True      True                      Kamranieh  2.650000e+10   883333.33\n",
      "1872               110     2     True       True     False  Southern Program Organization  3.580000e+09   119333.33\n",
      "1873                84     2     True       True      True                  Shahrake Qods  9.820000e+08    32733.33\n",
      "1874                76     2     True       True      True                  Shahrake Qods  8.700000e+08    29000.00\n",
      "1875                75     2    False       True      True                         Parand  4.000000e+08    13333.33\n",
      "1876               170     4     True       True      True                       Andisheh  3.060000e+09   102000.00\n",
      "1877                92     2    False       True     False                       Andisheh  9.300000e+08    31000.00\n",
      "1878               122     3     True       True     False                         Parand  8.500000e+08    28333.33\n",
      "1879               170     3     True       True      True                     Ekhtiarieh  7.800000e+09   260000.00\n",
      "1880               147     3     True       True      True                       Pasdaran  8.350000e+09   278333.33\n",
      "1881                47     1    False       True     False                        Jeyhoon  8.500000e+08    28333.33\n",
      "1882               100     2     True       True      True                       Pasdaran  6.000000e+09   200000.00\n",
      "1883               180     3     True       True      True                    Saadat Abad  1.350000e+10   450000.00\n",
      "1884                90     2     True       True      True             Northern Janatabad  3.150000e+09   105000.00\n",
      "1885               180     3     True       True      True                    Saadat Abad  1.350000e+10   450000.00\n",
      "1886                80     2     True       True      True                   Shahr-e-Ziba  2.550000e+09    85000.00\n",
      "1887                59     1     True      False      True                        Pirouzi  1.600000e+09    53333.33\n",
      "1888                87     2     True       True      True                         Pardis  8.500000e+08    28333.33\n",
      "1889                50     1    False       True      True                    Ostad Moein  1.000000e+09    33333.33\n",
      "1890               123     3     True       True      True                     Gheitarieh  7.400000e+09   246666.67\n",
      "1891                56     1     True       True      True                    Feiz Garden  2.200000e+09    73333.33\n",
      "1892               105     2     True       True      True                         Pardis  9.450000e+08    31500.00\n",
      "1893                57     1     True       True      True                     Azarbaijan  1.750000e+09    58333.33\n",
      "1894                78     2     True       True      True             Southern Janatabad  3.500000e+09   116666.67\n",
      "1895                92     2     True       True      True             Southern Janatabad  3.880000e+09   129333.33\n",
      "1896               100     2     True       True      True                         Pardis  1.050000e+09    35000.00\n",
      "1897               152     3     True       True      True                    Saadat Abad  9.800000e+09   326666.67\n",
      "1898               155     3     True       True      True                 Shahrake Gharb  9.000000e+09   300000.00\n",
      "1899               115     3     True       True      True                   Shahr-e-Ziba  3.870000e+09   129000.00\n",
      "1900               145     3     True       True      True                 Shahrake Gharb  1.100000e+10   366666.67\n",
      "1901               115     2     True       True      True                    Yousef Abad  5.400000e+09   180000.00\n",
      "1902                60     1     True       True     False              Central Janatabad  2.190000e+09    73000.00\n",
      "1903               160     3     True       True      True                     Gheitarieh  1.020000e+10   340000.00\n",
      "1904               101     2     True       True      True     North Program Organization  5.150000e+09   171666.67\n",
      "1905                98     2     True       True      True             Southern Janatabad  3.600000e+09   120000.00\n",
      "1906                92     2     True       True      True                          Punak  3.870000e+09   129000.00\n",
      "1907                90     2     True       True      True             Northern Janatabad  3.880000e+09   129333.33\n",
      "1908               150     3     True       True      True         West Ferdows Boulevard  7.200000e+09   240000.00\n",
      "1909               106     2     True       True      True      Persian Gulf Martyrs Lake  2.960000e+09    98666.67\n",
      "1910               135     3     True       True      True                Dehkade Olampic  4.200000e+09   140000.00\n",
      "1911               105     2     True       True      True                         Pardis  8.900000e+08    29666.67\n",
      "1912               209     3     True       True      True         West Ferdows Boulevard  1.300000e+10   433333.33\n",
      "1913               115     2     True       True     False                        Tarasht  3.600000e+09   120000.00\n",
      "1914               110     2     True       True     False             Water Organization  3.950000e+09   131666.67\n",
      "1915                90     2    False       True      True             Northern Janatabad  3.150000e+09   105000.00\n",
      "1916               190     3     True       True      True                       Aqdasieh  2.400000e+10   800000.00\n",
      "1917                54     1    False       True      True                          Punak  2.000000e+09    66666.67\n",
      "1918               133     3     True       True      True                     Gheitarieh  1.330000e+10   443333.33\n",
      "1919               200     3     True       True      True                      Ajudaniye  2.700000e+10   900000.00\n",
      "1920               220     3     True       True      True                      Kamranieh  3.360000e+10  1120000.00\n",
      "1921               130     3     True       True      True                     Gheitarieh  8.700000e+09   290000.00\n",
      "1922               123     3     True       True     False                      Azadshahr  3.450000e+09   115000.00\n",
      "1923               105     2     True       True      True                Dehkade Olampic  4.100000e+09   136666.67\n",
      "1924               103     3     True       True      True                        Shahran  4.128000e+09   137600.00\n",
      "1925               105     2     True       True      True                         Pardis  7.100000e+08    23666.67\n",
      "1926               161     3     True       True      True      Persian Gulf Martyrs Lake  6.400000e+09   213333.33\n",
      "1927               115     3    False       True      True                  Shahrake Qods  1.600000e+09    53333.33\n",
      "1928                85     2    False      False     False                      Azadshahr  3.100000e+09   103333.33\n",
      "1929                50     2     True       True     False                        Shahran  1.820000e+09    60666.67\n",
      "1930               160     3     True       True      True      Persian Gulf Martyrs Lake  6.700000e+09   223333.33\n",
      "1931               232     3     True       True      True                      Farmanieh  2.300000e+10   766666.67\n",
      "1932                98     2     True       True      True                   Shahr-e-Ziba  3.220000e+09   107333.33\n",
      "1933               117     2     True       True      True                        Shahran  3.880000e+09   129333.33\n",
      "1934                77     2     True       True      True         West Ferdows Boulevard  3.400000e+09   113333.33\n",
      "1935               100     2     True       True     False                    Yousef Abad  3.950000e+09   131666.67\n",
      "1936                85     2     True       True     False             Northern Janatabad  2.950000e+09    98333.33\n",
      "1937               145     3     True       True      True                      Farmanieh  1.100000e+10   366666.67\n",
      "1938               127     3     True       True      True                      Hakimiyeh  4.480000e+09   149333.33\n",
      "1939                79     2     True       True      True                        Shahran  2.950000e+09    98333.33\n",
      "1940               120     2     True       True      True                     Gheitarieh  1.100000e+10   366666.67\n",
      "1941               173     3     True       True      True                       Niavaran  1.100000e+10   366666.67\n",
      "1942               195     3     True       True      True                      Farmanieh  1.728000e+10   576000.00\n",
      "1943                66     2     True       True      True         West Ferdows Boulevard  2.270000e+09    75666.67\n",
      "1944               100     2     True       True      True                     Gheitarieh  8.000000e+09   266666.67\n",
      "1945               140     3     True       True      True                     Gheitarieh  1.115000e+10   371666.67\n",
      "1946                93     2     True       True      True                         Atabak  1.300000e+09    43333.33\n",
      "1947                80     2     True       True      True                    Yousef Abad  4.250000e+09   141666.67\n",
      "1948               119     2     True       True      True                        Shahran  5.400000e+09   180000.00\n",
      "1949               100     2     True       True      True                     Ekhtiarieh  6.500000e+09   216666.67\n",
      "1950               115     2     True       True      True                        Shahran  3.840000e+09   128000.00\n",
      "1951                52     1     True       True      True                     Ekhtiarieh  3.700000e+09   123333.33\n",
      "1952               136     3     True       True      True      Persian Gulf Martyrs Lake  1.360000e+09    45333.33\n",
      "1953                95     2     True       True      True                        Shahran  5.000000e+09   166666.67\n",
      "1954                83     3     True       True      True                        Shahran  3.100000e+09   103333.33\n",
      "1955               100     2     True       True      True                  Shahrake Qods  1.700000e+09    56666.67\n",
      "1956                70     2     True       True     False                        Shahran  2.550000e+09    85000.00\n",
      "1957                73     2     True       True     False                        Shahran  2.580000e+09    86000.00\n",
      "1958                70     2     True       True      True                   Shahr-e-Ziba  2.000000e+09    66666.67\n",
      "1959               105     2     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "1960                69     2     True       True      True                   Shahr-e-Ziba  2.050000e+09    68333.33\n",
      "1961                87     2     True       True      True                         Pardis  5.300000e+08    17666.67\n",
      "1962                66     1     True       True      True                         Pardis  7.200000e+08    24000.00\n",
      "1963                98     2     True       True      True                         Pardis  1.000000e+09    33333.33\n",
      "1964                64     2     True       True      True                   Shahr-e-Ziba  1.980000e+09    66000.00\n",
      "1965                65     2     True       True      True                   Shahr-e-Ziba  2.000000e+09    66666.67\n",
      "1966                85     2     True       True      True              Central Janatabad  3.350000e+09   111666.67\n",
      "1967                85     2     True       True      True                          Punak  4.500000e+09   150000.00\n",
      "1968                93     2     True       True      True                     Gheitarieh  5.600000e+09   186666.67\n",
      "1969               155     3     True       True      True                         Heravi  9.000000e+09   300000.00\n",
      "1970               450     2    False      False     False                         Absard  4.500000e+09   150000.00\n",
      "1971               117     3     True       True      True                 Shahrake Gharb  6.800000e+09   226666.67\n",
      "1972                85     2     True       True      True                       Pakdasht  6.400000e+08    21333.33\n",
      "1973               500     4     True       True     False                       Damavand  2.000000e+10   666666.67\n",
      "1974               900     3     True       True     False                       Damavand  8.500000e+09   283333.33\n",
      "1975                60     1     True       True      True      Persian Gulf Martyrs Lake  8.750000e+08    29166.67\n",
      "1976                60     1     True       True      True      Persian Gulf Martyrs Lake  8.700000e+08    29000.00\n",
      "1977                58     2     True       True      True                        Sabalan  1.200000e+09    40000.00\n",
      "1978               118     2     True       True      True                  Shahrake Qods  9.600000e+08    32000.00\n",
      "1979                98     2     True       True      True                     Gheitarieh  8.700000e+09   290000.00\n",
      "1980                60     1    False       True      True                         Narmak  2.100000e+09    70000.00\n",
      "1981                85     2     True       True      True                     Gheitarieh  7.400000e+09   246666.67\n",
      "1982               110     2     True       True      True                         Heravi  5.000000e+09   166666.67\n",
      "1983               190     3     True       True      True                     Gheitarieh  1.200000e+10   400000.00\n",
      "1984               235     3     True       True      True                     Gheitarieh  2.400000e+10   800000.00\n",
      "1985               150     3     True       True      True                     Gheitarieh  1.450000e+10   483333.33\n",
      "1986               197     3     True       True      True                     Gheitarieh  1.330000e+10   443333.33\n",
      "1987               153     2     True       True      True                     Gheitarieh  1.330000e+10   443333.33\n",
      "1988                99     2     True       True      True                         Heravi  4.900000e+09   163333.33\n",
      "1989               195     3     True       True      True                     Gheitarieh  1.990000e+10   663333.33\n",
      "1990               125     2     True       True      True                     Gheitarieh  1.160000e+10   386666.67\n",
      "1991                85     2     True       True      True                     Gheitarieh  7.300000e+09   243333.33\n",
      "1992               103     2     True       True      True                         Heravi  6.640000e+09   221333.33\n",
      "1993               235     3     True       True      True                     Gheitarieh  2.550000e+10   850000.00\n",
      "1994               107     2     True       True      True                       Velenjak  1.320000e+10   440000.00\n",
      "1995               195     3     True       True      True                     Gheitarieh  1.950000e+10   650000.00\n",
      "1996               170     3    False      False     False                     Gheitarieh  1.450000e+10   483333.33\n",
      "1997               153     3     True       True      True                     Gheitarieh  1.300000e+10   433333.33\n",
      "1998                90     2     True       True      True                        Pirouzi  2.650000e+09    88333.33\n",
      "1999                88     2     True       True      True                     Gheitarieh  7.600000e+09   253333.33\n",
      "2000               100     2     True       True      True                     Gheitarieh  8.500000e+09   283333.33\n",
      "2001               100     2     True       True      True                    Saadat Abad  6.500000e+09   216666.67\n",
      "2002               203     3     True       True      True                           Araj  1.380000e+10   460000.00\n",
      "2003               200     3     True       True      True                       Aqdasieh  1.330000e+10   443333.33\n",
      "2004               200     3     True       True      True                           Araj  1.370000e+10   456666.67\n",
      "2005               116     3     True       True      True                     Gheitarieh  8.000000e+09   266666.67\n",
      "2006               202     3    False      False     False                           Araj  1.330000e+10   443333.33\n",
      "2007               202     3     True       True      True                       Aqdasieh  1.320000e+10   440000.00\n",
      "2008                61     1     True       True      True                    Si Metri Ji  1.318000e+09    43933.33\n",
      "2009                70     2     True       True      True                        Jeyhoon  1.550000e+09    51666.67\n",
      "2010                62     2     True       True      True                       Beryanak  1.400000e+09    46666.67\n",
      "2011               200     3     True       True      True                           Araj  1.330000e+10   443333.33\n",
      "2012               120     3     True       True      True                    Ostad Moein  3.950000e+09   131666.67\n",
      "2013                87     2     True       True      True                       Amirabad  4.780000e+09   159333.33\n",
      "2014               200     3     True       True      True                       Aqdasieh  1.340000e+10   446666.67\n",
      "2015                80     2     True       True      True                         Parand  5.000000e+08    16666.67\n",
      "2016               202     3    False      False     False                           Araj  1.350000e+10   450000.00\n",
      "2017                57     1    False       True      True                    Ostad Moein  1.320000e+09    44000.00\n",
      "2018               202     3     True       True      True                           Araj  1.370000e+10   456666.67\n",
      "2019                84     2     True       True      True                        Pirouzi  2.250000e+09    75000.00\n",
      "2020               202     3     True       True      True                       Aqdasieh  1.470000e+10   490000.00\n",
      "2021                93     2     True       True      True                    Saadat Abad  5.600000e+09   186666.67\n",
      "2022                85     2     True       True      True                     Gheitarieh  8.000000e+09   266666.67\n",
      "2023               100     2     True       True      True                    Saadat Abad  7.400000e+09   246666.67\n",
      "2024               153     2     True       True      True                       Aqdasieh  1.050000e+10   350000.00\n",
      "2025               122     3     True       True      True                    Saadat Abad  8.000000e+09   266666.67\n",
      "2026               150     2     True       True      True                       Aqdasieh  1.050000e+10   350000.00\n",
      "2027                56     2     True       True      True                    Ostad Moein  1.500000e+09    50000.00\n",
      "2028               150     2     True       True      True                           Araj  1.050000e+10   350000.00\n",
      "2029               202     3     True       True      True                           Araj  1.430000e+10   476666.67\n",
      "2030               201     3     True       True      True                       Aqdasieh  1.420000e+10   473333.33\n",
      "2031               140     3     True       True      True                  Shahrake Qods  2.590000e+09    86333.33\n",
      "2032               200     3     True       True      True                       Aqdasieh  1.400000e+10   466666.67\n",
      "2033                67     2     True       True     False                        Jeyhoon  1.500000e+09    50000.00\n",
      "2034                86     2     True       True      True                     Gheitarieh  7.200000e+09   240000.00\n",
      "2035               120     3     True       True      True                    Ostad Moein  3.950000e+09   131666.67\n",
      "2036                84     2     True       True      True                     Gheitarieh  7.400000e+09   246666.67\n",
      "2037                86     2     True       True      True              Central Janatabad  3.800000e+09   126666.67\n",
      "2038                85     2     True       True      True                     Gheitarieh  7.300000e+09   243333.33\n",
      "2039                67     2     True       True      True                        Shahran  2.300000e+09    76666.67\n",
      "2040                90     2     True       True      True             Northern Janatabad  4.800000e+09   160000.00\n",
      "2041                83     2     True       True      True                     Gheitarieh  7.300000e+09   243333.33\n",
      "2042                70     2     True       True      True                        Jeyhoon  1.730000e+09    57666.67\n",
      "2043                88     2     True       True      True                  Shahrake Qods  1.135200e+09    37840.00\n",
      "2044               167     3     True       True      True                     Gheitarieh  1.100000e+10   366666.67\n",
      "2045               100     2    False      False     False                  Shahrake Qods  6.500000e+08    21666.67\n",
      "2046               100     2     True       True      True                  Shahrake Qods  1.000000e+09    33333.33\n",
      "2047                60     2     True       True      True             Southern Janatabad  2.300000e+09    76666.67\n",
      "2048               155     3     True       True      True                     Gheitarieh  1.100000e+10   366666.67\n",
      "2049                76     2     True       True      True                        Jeyhoon  1.850000e+09    61666.67\n",
      "2050                90     2     True       True      True                  Shahrake Qods  9.000000e+08    30000.00\n",
      "2051                65     1     True       True      True                  Shahrake Qods  5.350000e+08    17833.33\n",
      "2052                80     2     True       True      True                  Shahrake Qods  6.800000e+08    22666.67\n",
      "2053               135     2     True       True      True                     Gheitarieh  8.700000e+09   290000.00\n",
      "2054                94     2     True       True      True                  Shahrake Qods  9.500000e+08    31666.67\n",
      "2055               110     2     True       True      True                     Gheitarieh  8.200000e+09   273333.33\n",
      "2056               115     3     True       True      True                      Farmanieh  6.900000e+09   230000.00\n",
      "2057               170     3     True       True      True                     Gheitarieh  1.120000e+10   373333.33\n",
      "2058               115     3    False       True      True                      Farmanieh  6.900000e+09   230000.00\n",
      "2059                60     1    False      False     False                       Damavand  9.000000e+08    30000.00\n",
      "2060               105     2     True       True      True                    Saadat Abad  5.800000e+09   193333.33\n",
      "2061                61     2    False       True     False                       Salsabil  1.040000e+09    34666.67\n",
      "2062               100     2     True       True      True                    Saadat Abad  6.000000e+09   200000.00\n",
      "2063               145     3     True       True      True                        Jeyhoon  4.600000e+09   153333.33\n",
      "2064                87     2     True       True      True                         Pardis  4.790000e+08    15966.67\n",
      "2065                87     2     True       True      True                         Pardis  4.960000e+08    16533.33\n",
      "2066               115     3     True       True      True                 Shahrake Gharb  6.500000e+09   216666.67\n",
      "2067                85     2     True       True      True                         Pardis  6.900000e+08    23000.00\n",
      "2068                67     2     True       True     False                          Punak  2.280000e+09    76000.00\n",
      "2069                94     2     True       True      True                        Shahran  2.280000e+09    76000.00\n",
      "2070                90     2     True       True      True                        Shahran  3.200000e+09   106666.67\n",
      "2073                86     2     True       True      True                         Pardis  8.900000e+08    29666.67\n",
      "2074                60     2     True       True      True         West Ferdows Boulevard  2.650000e+09    88333.33\n",
      "2075                58     1     True       True      True                 Shahrake Gharb  3.400000e+09   113333.33\n",
      "2076                76     2     True       True      True                   Shahr-e-Ziba  2.850000e+09    95000.00\n",
      "2077                57     1     True       True      True  Southern Program Organization  2.400000e+09    80000.00\n",
      "2078                81     2     True       True      True         West Ferdows Boulevard  3.300000e+09   110000.00\n",
      "2079               112     3     True       True      True         West Ferdows Boulevard  3.600000e+09   120000.00\n",
      "2080                75     2     True       True      True                        Shahran  3.500000e+09   116666.67\n",
      "2081               153     3     True       True      True                          Punak  7.500000e+09   250000.00\n",
      "2082                95     2     True       True      True                 Shahrake Gharb  5.100000e+09   170000.00\n",
      "2083               101     2     True       True      True                 Shahrake Gharb  6.565000e+09   218833.33\n",
      "2084                40     0    False      False     False                       Pakdasht  1.650000e+08     5500.00\n",
      "2085                88     2     True       True      True                        Railway  2.860000e+09    95333.33\n",
      "2086               141     3     True       True      True      Persian Gulf Martyrs Lake  3.810000e+09   127000.00\n",
      "2087               140     3     True       True      True      Persian Gulf Martyrs Lake  1.790000e+09    59666.67\n",
      "2088               120     2     True       True      True      Persian Gulf Martyrs Lake  1.530000e+09    51000.00\n",
      "2089                66     2    False       True     False                       Beryanak  1.000000e+09    33333.33\n",
      "2090                70     2     True       True      True                          Punak  3.500000e+09   116666.67\n",
      "2091                75     2     True      False      True                     Heshmatieh  3.000000e+09   100000.00\n",
      "2092                70     2    False       True      True                    Elm-o-Sanat  1.800000e+09    60000.00\n",
      "2093               150     3     True       True      True                    Saadat Abad  2.000000e+10   666666.67\n",
      "2094                95     2     True       True      True                       Golestan  9.500000e+08    31666.67\n",
      "2095                65     2     True       True     False                        Jeyhoon  1.450000e+09    48333.33\n",
      "2096                88     3    False       True      True                         Parand  4.750000e+08    15833.33\n",
      "2097               113     3     True       True     False                     Gheitarieh  6.000000e+09   200000.00\n",
      "2098                50     1     True       True     False                  Shahrake Qods  3.600000e+08    12000.00\n",
      "2099                45     1    False      False      True                    Ostad Moein  1.200000e+09    40000.00\n",
      "2100                53     1    False       True      True                         Narmak  1.350000e+09    45000.00\n",
      "2101               100     2     True       True      True                       Andisheh  1.800000e+09    60000.00\n",
      "2102                50     1     True       True     False                       Shahryar  5.000000e+08    16666.67\n",
      "2103                43     0    False       True     False                    Nasim Shahr  3.600000e+08    12000.00\n",
      "2104                85     2     True       True     False                      Baghestan  7.650000e+08    25500.00\n",
      "2105               134     3     True       True      True     North Program Organization  6.400000e+09   213333.33\n",
      "2106                90     2     True       True      True                   Shahr-e-Ziba  3.000000e+09   100000.00\n",
      "2107                90     2     True       True      True                  Shahrake Qods  1.260000e+09    42000.00\n",
      "2108               135     2     True       True     False                      SabaShahr  2.200000e+09    73333.33\n",
      "2109               130     3     True       True      True                        Railway  5.850000e+09   195000.00\n",
      "2110                55     1     True       True     False                       Andisheh  5.500000e+08    18333.33\n",
      "2111               200     5    False      False     False                Dehkade Olampic  1.200000e+10   400000.00\n",
      "2112               107     2     True       True      True                Shahrake Madaen  8.000000e+08    26666.67\n",
      "2113               150     2     True       True      True                       Pakdasht  1.270000e+09    42333.33\n",
      "2114                56     1    False       True     False                    Ostad Moein  1.200000e+09    40000.00\n",
      "2115               160     3     True       True     False                      Azadshahr  4.500000e+09   150000.00\n",
      "2116               138     3     True       True      True                       Salsabil  3.584000e+09   119466.67\n",
      "2117               125     3     True       True      True                      Tehransar  3.750000e+09   125000.00\n",
      "2118                83     2     True       True      True                   Shahr-e-Ziba  2.510000e+09    83666.67\n",
      "2119               131     3     True       True      True                        Railway  5.850000e+09   195000.00\n",
      "2120               115     2     True       True      True              Central Janatabad  4.870000e+09   162333.33\n",
      "2121                50     1     True       True     False                       Andisheh  6.500000e+08    21666.67\n",
      "2122                91     2     True       True      True         West Ferdows Boulevard  3.600000e+09   120000.00\n",
      "2123                80     2     True       True      True              Central Janatabad  3.395000e+09   113166.67\n",
      "2124                40     1    False       True     False                  Qasr-od-Dasht  7.200000e+08    24000.00\n",
      "2125                68     2     True       True      True                   Shahr-e-Ziba  2.150000e+09    71666.67\n",
      "2126               110     2     True       True      True                        Shahran  3.920000e+09   130666.67\n",
      "2128                50     1     True       True     False                       Beryanak  8.300000e+08    27666.67\n",
      "2129               110     2     True       True      True                   Shahr-e-Ziba  5.550000e+09   185000.00\n",
      "2130                95     2     True       True      True                   Shahr-e-Ziba  2.920000e+09    97333.33\n",
      "2131                65     2     True       True      True             Southern Janatabad  2.250000e+09    75000.00\n",
      "2132               108     2     True       True      True      Persian Gulf Martyrs Lake  3.024000e+09   100800.00\n",
      "2133                62     2    False       True     False                       Beryanak  9.300000e+08    31000.00\n",
      "2134                37     1    False       True      True                        Hashemi  8.300000e+08    27666.67\n",
      "2135               105     2     True       True      True         West Ferdows Boulevard  3.650000e+09   121666.67\n",
      "2136                41     1    False       True     False                       Salsabil  7.700000e+08    25666.67\n",
      "2137                85     2     True       True      True                 Shahrakeh Naft  4.600000e+09   153333.33\n",
      "2138               150     3     True       True      True                 Shahrake Gharb  1.235000e+10   411666.67\n",
      "2139                83     2     True       True      True         East Ferdows Boulevard  2.800000e+09    93333.33\n",
      "2140               174     3     True       True      True                        Valiasr  1.000000e+10   333333.33\n",
      "2141               105     3     True       True      True                    Yousef Abad  4.725000e+09   157500.00\n",
      "2142                57     2    False      False      True                      Waterfall  1.265000e+09    42166.67\n",
      "2143               200     3     True       True      True                      Sadeghieh  7.000000e+09   233333.33\n",
      "2144                75     2    False      False     False                      Baghestan  6.000000e+08    20000.00\n",
      "2145                87     2    False      False     False                         Pardis  9.000000e+08    30000.00\n",
      "2146                63     2    False       True     False                  Qasr-od-Dasht  1.260000e+09    42000.00\n",
      "2147                64     2     True       True      True              Central Janatabad  2.240000e+09    74666.67\n",
      "2148                65     2    False      False     False                    Ostad Moein  1.200000e+09    40000.00\n",
      "2149                87     2     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "2150                44     1    False       True     False                       Shahryar  5.700000e+08    19000.00\n",
      "2151                85     2    False      False     False                       Pakdasht  3.550000e+08    11833.33\n",
      "2152                43     1    False       True     False                          Ahang  8.000000e+08    26666.67\n",
      "2153               118     3     True       True      True                     Sattarkhan  4.900000e+09   163333.33\n",
      "2154                92     2     True       True      True                        Shahran  2.700000e+09    90000.00\n",
      "2155               124     3     True       True      True                     Sattarkhan  3.400000e+09   113333.33\n",
      "2156                56     1    False       True     False                        Jeyhoon  9.500000e+08    31666.67\n",
      "2157                40     1    False       True     False                        Pirouzi  8.700000e+08    29000.00\n",
      "2158                92     2     True       True      True         West Ferdows Boulevard  2.970000e+09    99000.00\n",
      "2159                86     2     True       True      True              Central Janatabad  3.330000e+09   111000.00\n",
      "2160                51     2     True       True     False                        Shahran  1.850000e+09    61666.67\n",
      "2161                70     1    False      False     False                      Baghestan  5.600000e+08    18666.67\n",
      "2162                85     2     True       True      True                  Shahrake Qods  1.062000e+09    35400.00\n",
      "2163                51     1    False       True     False                    Ostad Moein  9.000000e+08    30000.00\n",
      "2164               131     2     True       True      True                            Ray  3.400000e+09   113333.33\n",
      "2165                48     1    False       True     False                         Komeil  8.200000e+08    27333.33\n",
      "2166                84     2     True       True     False                       Andisheh  7.730000e+08    25766.67\n",
      "2167                95     2     True       True      True                        Hashemi  2.350000e+09    78333.33\n",
      "2168                74     2     True       True      True                      Eskandari  2.960000e+09    98666.67\n",
      "2169                68     2     True       True      True         East Ferdows Boulevard  2.500000e+09    83333.33\n",
      "2170               240     4     True       True      True      Persian Gulf Martyrs Lake  4.800000e+09   160000.00\n",
      "2171            3,600      2    False      False     False                       Shahryar  9.720000e+09   324000.00\n",
      "2172                44     1    False       True     False                  Qasr-od-Dasht  7.700000e+08    25666.67\n",
      "2173                82     2     True       True      True                        Shahran  2.850000e+09    95000.00\n",
      "2174                44     1     True       True     False                       Salsabil  1.050000e+09    35000.00\n",
      "2175                42     1    False       True     False                        Pirouzi  9.600000e+08    32000.00\n",
      "2176                63     1     True       True      True                       Aqdasieh  4.000000e+09   133333.33\n",
      "2177               110     2    False       True      True                      Salehabad  7.500000e+08    25000.00\n",
      "2178               235     3     True       True      True                       Niavaran  3.100000e+10  1033333.33\n",
      "2179               500     2     True       True     False                         Absard  3.100000e+09   103333.33\n",
      "2180                57     1     True       True     False                    Feiz Garden  1.930000e+09    64333.33\n",
      "2181               170     3     True       True      True                       Pakdasht  1.280000e+09    42666.67\n",
      "2182               115     2     True       True     False                       Golestan  2.050000e+09    68333.33\n",
      "2183                68     2     True       True      True  Southern Program Organization  2.700000e+09    90000.00\n",
      "2184                62     1    False       True      True                      Baghestan  6.200000e+08    20666.67\n",
      "2185                56     1     True       True      True                   Shahr-e-Ziba  2.200000e+09    73333.33\n",
      "2186                75     2     True       True      True                        Shahran  3.110000e+09   103666.67\n",
      "2187                95     2     True       True      True                       Pasdaran  5.850000e+09   195000.00\n",
      "2188               144     3     True       True      True                          Zafar  1.036800e+10   345600.00\n",
      "2189                50     1    False      False      True                        Qarchak  3.800000e+08    12666.67\n",
      "2190                78     2     True       True     False                     Sattarkhan  2.100000e+09    70000.00\n",
      "2191                95     2     True      False      True                            Ray  2.050000e+09    68333.33\n",
      "2192                90     2     True       True      True                            Ray  1.800000e+09    60000.00\n",
      "2193                95     2     True       True      True                          Punak  4.200000e+09   140000.00\n",
      "2194               350     4     True       True      True                       Niavaran  7.200000e+10  2400000.00\n",
      "2195                71     2     True       True      True         West Ferdows Boulevard  2.330000e+09    77666.67\n",
      "2196                80     1    False      False     False                         Pishva  3.800000e+08    12666.67\n",
      "2197                44     1     True      False      True                    Ostad Moein  1.000000e+09    33333.33\n",
      "2198                46     1     True       True      True                        Jeyhoon  1.150000e+09    38333.33\n",
      "2199                78     2     True       True     False                     Sattarkhan  2.010000e+09    67000.00\n",
      "2200                67     2    False       True     False                         Karoon  1.070000e+09    35666.67\n",
      "2201                49     1     True       True     False                       Andisheh  1.100000e+08     3666.67\n",
      "2202               105     2     True       True      True                       Andisheh  1.200000e+09    40000.00\n",
      "2203                72     2    False       True      True                       Beryanak  1.290000e+09    43000.00\n",
      "2204                65     2    False       True      True                       Salsabil  1.220000e+09    40666.67\n",
      "2205                80     2     True       True      True                      West Pars  2.160000e+09    72000.00\n",
      "2206                66     2    False       True     False                        Jeyhoon  1.187000e+09    39566.67\n",
      "2207                58     2    False       True     False                        Jeyhoon  1.210000e+09    40333.33\n",
      "2208                67     2    False       True     False                       Salsabil  1.215000e+09    40500.00\n",
      "2209                89     2     True       True     False                       Andisheh  1.068000e+09    35600.00\n",
      "2210                75     2     True       True      True                       Beryanak  1.450000e+09    48333.33\n",
      "2211                85     2    False       True      True                    Si Metri Ji  1.440000e+09    48000.00\n",
      "2212                94     2     True       True      True              Central Janatabad  4.300000e+09   143333.33\n",
      "2213                67     2     True       True     False                        Jeyhoon  1.440000e+09    48000.00\n",
      "2214                60     1    False       True      True                  Shahrake Qods  9.200000e+08    30666.67\n",
      "2215                67     1     True      False      True                       Beryanak  1.415000e+09    47166.67\n",
      "2216                65     2    False      False      True                       Beryanak  1.310000e+09    43666.67\n",
      "2217                72     2    False       True      True                       Beryanak  1.300000e+09    43333.33\n",
      "2218                62     2     True       True      True                       Salsabil  1.350000e+09    45000.00\n",
      "2219                37     1    False       True      True                    Ostad Moein  9.990000e+08    33300.00\n",
      "2220               105     3     True       True      True                   Shahr-e-Ziba  3.550000e+09   118333.33\n",
      "2221                78     2    False      False      True                         Parand  4.170000e+08    13900.00\n",
      "2222                53     1    False       True     False                      Baghestan  4.500000e+08    15000.00\n",
      "2223                80     2    False       True      True                   Shahr-e-Ziba  2.450000e+09    81666.67\n",
      "2224                88     2     True       True      True      Persian Gulf Martyrs Lake  2.850000e+09    95000.00\n",
      "2225                39     1    False       True     False                       Andisheh  3.700000e+08    12333.33\n",
      "2226               128     2     True       True      True                         Jordan  6.144000e+09   204800.00\n",
      "2227                87     2     True       True      True        Shahrake Shahid Bagheri  2.450000e+09    81666.67\n",
      "2228                48     1    False       True     False                       Beryanak  8.300000e+08    27666.67\n",
      "2229                86     2     True       True      True                         Pardis  5.000000e+08    16666.67\n",
      "2230                86     2     True       True      True                         Pardis  6.000000e+08    20000.00\n",
      "2231                75     2     True       True      True                          Punak  2.300000e+09    76666.67\n",
      "2232               110     3     True       True      True                         Jordan  6.160000e+09   205333.33\n",
      "2233               172     3     True       True      True                         Heravi  9.300000e+09   310000.00\n",
      "2234               147     3     True       True      True                    Yousef Abad  1.160000e+10   386666.67\n",
      "2235                70     1     True       True     False                       Enghelab  1.540000e+09    51333.33\n",
      "2236               235     3     True       True      True                       Niavaran  2.850000e+10   950000.00\n",
      "2237               115     2     True       True      True                         Heravi  6.000000e+09   200000.00\n",
      "2238               114     2     True       True      True                       Pakdasht  1.090000e+09    36333.33\n",
      "2239                40     1     True       True     False                        Pirouzi  1.380000e+09    46000.00\n",
      "2240               125     3     True       True      True                    Yousef Abad  8.450000e+09   281666.67\n",
      "2241                90     2     True       True      True                       Golestan  1.315000e+09    43833.33\n",
      "2242                78     2    False       True      True                          Gisha  1.794000e+09    59800.00\n",
      "2244                47     1    False       True     False                    Ostad Moein  1.050000e+09    35000.00\n",
      "2245               114     3     True       True      True                    Yousef Abad  4.900000e+09   163333.33\n",
      "2246                65     1     True       True      True             Southern Janatabad  2.500000e+09    83333.33\n",
      "2247                50     1    False       True     False                      Baghestan  4.100000e+08    13666.67\n",
      "2248               125     2     True       True      True             Islamshahr Elahieh  1.750000e+09    58333.33\n",
      "2249                41     1    False      False     False                       Salsabil  8.150000e+08    27166.67\n",
      "2250               136     3     True       True      True                    Yousef Abad  8.200000e+09   273333.33\n",
      "2251                40     1    False       True     False                        Jeyhoon  8.000000e+08    26666.67\n",
      "2252                60     2    False       True     False                    Si Metri Ji  6.500000e+08    21666.67\n",
      "2253                75     2     True       True      True                        Pirouzi  1.750000e+09    58333.33\n",
      "2254               120     3     True       True      True                    Yousef Abad  8.000000e+09   266666.67\n",
      "2255               165     3     True       True      True                       Pakdasht  1.000000e+09    33333.33\n",
      "2256               110     2    False       True     False                       Pakdasht  6.400000e+08    21333.33\n",
      "2257               116     2     True       True      True                        Shahran  4.640000e+09   154666.67\n",
      "2258               115     2     True       True      True                        Shahran  4.500000e+09   150000.00\n",
      "2259                77     2    False       True      True                       Pakdasht  4.600000e+08    15333.33\n",
      "2260               120     3     True       True      True                    Yousef Abad  7.000000e+09   233333.33\n",
      "2261               100     2    False       True      True                       Pakdasht  6.600000e+08    22000.00\n",
      "2262               130     3     True       True      True                    Yousef Abad  6.000000e+09   200000.00\n",
      "2263                60     1     True       True      True                     Islamshahr  1.200000e+09    40000.00\n",
      "2264                75     2    False       True      True                         Parand  3.850000e+08    12833.33\n",
      "2265               128     3     True       True     False                       Niavaran  8.500000e+09   283333.33\n",
      "2266               150     2     True       True      True                     Zaferanieh  1.500000e+10   500000.00\n",
      "2267               135     3     True       True      True                    Yousef Abad  1.000000e+10   333333.33\n",
      "2268                60     1     True       True      True                          Zafar  1.200000e+09    40000.00\n",
      "2269                41     1    False      False     False                        Elahieh  8.150000e+08    27166.67\n",
      "2270               113     2     True       True      True                       Niavaran  9.000000e+09   300000.00\n",
      "2271                52     1    False       True      True                       Andisheh  6.650000e+08    22166.67\n",
      "2272               100     2     True       True      True                       Aqdasieh  7.000000e+09   233333.33\n",
      "2273                66     2     True       True     False                          Punak  2.650000e+09    88333.33\n",
      "2274               200     3     True       True      True                       Niavaran  2.900000e+10   966666.67\n",
      "2275               170     3     True       True      True                       Niavaran  2.210000e+10   736666.67\n",
      "2276               100     2     True       True      True                     Gheitarieh  8.300000e+09   276666.67\n",
      "2277                90     1     True       True      True                      Kamranieh  1.000000e+10   333333.33\n",
      "2278               200     3     True       True      True                       Niavaran  1.400000e+10   466666.67\n",
      "2279                51     1     True      False      True                Ray - Montazeri  1.250000e+09    41666.67\n",
      "2280                70     2     True       True     False                          Punak  2.680000e+09    89333.33\n",
      "2281                73     2     True       True     False         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "2282               245     2    False      False     False                     Islamshahr  7.800000e+09   260000.00\n",
      "2283                87     2     True       True      True                        Darabad  5.850000e+09   195000.00\n",
      "2284               120     2     True       True      True                       Velenjak  9.000000e+09   300000.00\n",
      "2285               171     3     True       True      True                        Elahieh  1.282500e+10   427500.00\n",
      "2286                66     2     True       True     False                          Punak  2.460000e+09    82000.00\n",
      "2287                77     2     True       True      True                       Aqdasieh  5.200000e+09   173333.33\n",
      "2288                40     1     True       True     False                         Narmak  1.250000e+09    41666.67\n",
      "2289               105     2     True       True      True                   Shahr-e-Ziba  2.800000e+09    93333.33\n",
      "2290                50     1     True       True      True                          Ozgol  3.000000e+09   100000.00\n",
      "2291                94     2     True       True     False                       Amirabad  3.400000e+09   113333.33\n",
      "2292                65     2     True       True     False         West Ferdows Boulevard  2.150000e+09    71666.67\n",
      "2293                57     1     True       True     False                        Valiasr  7.500000e+08    25000.00\n",
      "2294                79     2     True       True      True                         Parand  4.100000e+08    13666.67\n",
      "2295                60     2    False       True     False                        Jeyhoon  6.500000e+08    21666.67\n",
      "2296                68     2     True       True      True         West Ferdows Boulevard  2.300000e+09    76666.67\n",
      "2297                86     2     True       True     False              Firoozkooh Kuhsar  7.500000e+08    25000.00\n",
      "2298                80     2     True       True      True         West Ferdows Boulevard  2.700000e+09    90000.00\n",
      "2299                68     2     True       True     False         West Ferdows Boulevard  2.300000e+09    76666.67\n",
      "2300                43     1     True       True     False                         Narmak  1.330000e+09    44333.33\n",
      "2301                55     1     True       True      True         West Ferdows Boulevard  1.900000e+09    63333.33\n",
      "2302                77     2     True       True      True             Northern Janatabad  2.680000e+09    89333.33\n",
      "2303                58     1    False      False     False                         Parand  3.150000e+08    10500.00\n",
      "2304                62     1     True      False      True                    Ostad Moein  1.440000e+09    48000.00\n",
      "2305                65     2     True       True     False         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "2306                60     1     True       True      True                       Salsabil  1.530000e+09    51000.00\n",
      "2307                35     1    False       True     False                       Salsabil  6.600000e+08    22000.00\n",
      "2308                54     1    False       True     False                     Azarbaijan  1.100000e+09    36666.67\n",
      "2309                70     2     True       True      True  Southern Program Organization  2.250000e+09    75000.00\n",
      "2310               122     3     True       True      True                          Ghoba  6.700000e+09   223333.33\n",
      "2311                54     1    False       True     False                       Salsabil  9.010000e+08    30033.33\n",
      "2312                80     2     True       True      True                       Shahryar  8.500000e+08    28333.33\n",
      "2313                71     2     True       True      True                       Salsabil  1.750000e+09    58333.33\n",
      "2314               220     4     True       True     False                       Shahryar  7.500000e+09   250000.00\n",
      "2315                61     1    False       True     False                  Qasr-od-Dasht  8.380000e+08    27933.33\n",
      "2316                49     1    False       True     False                        Hashemi  1.078000e+09    35933.33\n",
      "2317                55     2     True       True      True                       Salsabil  1.349550e+09    44985.00\n",
      "2318                41     1    False       True     False                        Hashemi  8.400000e+08    28000.00\n",
      "2319                64     2     True       True     False                       Salsabil  1.100000e+09    36666.67\n",
      "2320               240     4     True       True     False                       Andisheh  4.300000e+09   143333.33\n",
      "2321                32     1    False       True     False                        Hashemi  6.100000e+08    20333.33\n",
      "2322                52     1    False       True     False                        Hashemi  9.600000e+08    32000.00\n",
      "2323                50     1    False       True     False                       Salsabil  6.400000e+08    21333.33\n",
      "2324                32     1    False       True      True                      Eskandari  9.400000e+08    31333.33\n",
      "2325                40     1     True       True      True                     Azarbaijan  1.150000e+09    38333.33\n",
      "2326                73     1    False       True      True                         Komeil  1.460000e+09    48666.67\n",
      "2327                50     1     True       True     False                       Andisheh  7.550000e+08    25166.67\n",
      "2328                45     1    False       True     False                        Jeyhoon  7.450000e+08    24833.33\n",
      "2329                65     2     True       True     False                  Qasr-od-Dasht  1.280000e+09    42666.67\n",
      "2330                51     1     True       True      True                       Salsabil  1.150000e+09    38333.33\n",
      "2331               300     3     True       True     False                       Golestan  2.400000e+10   800000.00\n",
      "2332               100     2     True       True     False                         Pardis  2.700000e+09    90000.00\n",
      "2333                55     2     True       True      True                     Azarbaijan  1.000000e+09    33333.33\n",
      "2334               200     2    False      False     False                       Kahrizak  2.650000e+09    88333.33\n",
      "2335                38     1     True       True      True                         Karoon  1.140000e+09    38000.00\n",
      "2336               140     3     True       True      True                      Farmanieh  9.300000e+09   310000.00\n",
      "2338                58     1     True       True     False              Central Janatabad  2.000000e+09    66666.67\n",
      "2339                67     2    False       True      True                        Jeyhoon  1.200000e+09    40000.00\n",
      "2340                57     1     True       True     False                       Salsabil  8.700000e+08    29000.00\n",
      "2341                53     2     True       True     False                        Jeyhoon  1.100000e+09    36666.67\n",
      "2342                95     2     True       True      True                       Niavaran  8.900000e+09   296666.67\n",
      "2343               128     3     True       True      True                        Pirouzi  4.350000e+09   145000.00\n",
      "2344                62     2    False      False      True                         Parand  3.500000e+08    11666.67\n",
      "2345                60     1    False       True     False                       Salsabil  1.130000e+09    37666.67\n",
      "2346                52     1     True       True     False                       Salsabil  1.100000e+09    36666.67\n",
      "2347                52     1    False       True     False                        Jeyhoon  1.150100e+09    38336.67\n",
      "2348                45     1    False       True      True                         Karoon  9.650000e+08    32166.67\n",
      "2349                60     1     True       True      True                     Ekhtiarieh  3.000000e+09   100000.00\n",
      "2350                83     2    False       True      True                        Valiasr  1.700000e+09    56666.67\n",
      "2351               211     3     True       True      True                      Marzdaran  1.580000e+10   526666.67\n",
      "2352                65     2     True       True     False                         Karoon  1.430000e+09    47666.67\n",
      "2353               115     2    False       True     False                    Ostad Moein  1.300000e+09    43333.33\n",
      "2354                70     2     True       True     False              Central Janatabad  2.100000e+09    70000.00\n",
      "2355                51     1    False       True     False                       Salsabil  8.700000e+08    29000.00\n",
      "2356               100     2     True       True      True                       Niavaran  7.500000e+09   250000.00\n",
      "2357               115     2     True       True      True                     Zaferanieh  1.020000e+10   340000.00\n",
      "2358               160     3     True       True      True                       Niavaran  1.750000e+10   583333.33\n",
      "2359               107     2     True       True      True                         Hekmat  6.500000e+09   216666.67\n",
      "2360                82     2     True      False      True                         Parand  5.000000e+08    16666.67\n",
      "2361               135     2     True       True      True                     Zaferanieh  1.800000e+10   600000.00\n",
      "2362               198     3     True       True      True                     Ekhtiarieh  1.800000e+10   600000.00\n",
      "2363                85     2     True       True      True                       Andisheh  1.100000e+09    36666.67\n",
      "2364                92     2     True       True      True                     Shams Abad  3.250000e+09   108333.33\n",
      "2365               115     2     True       True      True                     Zaferanieh  1.800000e+10   600000.00\n",
      "2366               137     3     True       True      True                       ShahrAra  7.200000e+09   240000.00\n",
      "2367                65     1     True       True      True         East Ferdows Boulevard  2.170000e+09    72333.33\n",
      "2368               175     3     True       True      True                      Farmanieh  2.200000e+10   733333.33\n",
      "2369                95     2     True       True      True                     Gheitarieh  9.800000e+09   326666.67\n",
      "2370               225     3     True       True      True                      Farmanieh  3.850000e+10  1283333.33\n",
      "2371               270     4     True       True      True                       Niavaran  3.500000e+10  1166666.67\n",
      "2372               200     3     True       True      True                       Niavaran  3.400000e+10  1133333.33\n",
      "2373                60     1     True       True      True               Northern Chitgar  1.200000e+09    40000.00\n",
      "2374                88     2    False       True      True                     Shams Abad  3.350000e+09   111666.67\n",
      "2375               250     3     True       True      True                       Niavaran  3.400000e+10  1133333.33\n",
      "2376                55     1    False       True     False                        Pirouzi  1.600000e+09    53333.33\n",
      "2377                91     2     True       True      True                    Ostad Moein  2.435000e+09    81166.67\n",
      "2378                80     2     True       True     False                          Punak  2.800000e+09    93333.33\n",
      "2379                74     2    False      False     False                         Parand  4.400000e+08    14666.67\n",
      "2380                90     2     True       True     False                        Pirouzi  1.700000e+09    56666.67\n",
      "2381                43     1    False       True      True                    Si Metri Ji  7.500000e+08    25000.00\n",
      "2382                78     2    False       True      True                         Parand  4.300000e+08    14333.33\n",
      "2383                72     2     True      False      True                         Parand  3.850000e+08    12833.33\n",
      "2384               100     2    False      False     False                       Kahrizak  1.200000e+09    40000.00\n",
      "2385               110     2     True      False     False                       Amirabad  4.000000e+09   133333.33\n",
      "2386                62     1    False       True     False                     Islamshahr  5.800000e+08    19333.33\n",
      "2387               120     1    False      False     False                       Afsarieh  3.150000e+09   105000.00\n",
      "2388               120     2     True       True      True                     Ekhtiarieh  9.000000e+09   300000.00\n",
      "2389                64     2     True       True      True                    Ostad Moein  1.790000e+09    59666.67\n",
      "2390               147     3     True       True      True                    Saadat Abad  9.114000e+09   303800.00\n",
      "2391               140     3     True       True      True                      Kamranieh  8.100000e+09   270000.00\n",
      "2392               170     3     True       True      True                         Heravi  7.990000e+09   266333.33\n",
      "2393               109     2     True       True      True                         Heravi  7.100000e+09   236666.67\n",
      "2394               310     3     True       True      True                       Aqdasieh  7.440000e+10  2480000.00\n",
      "2395               283     3     True       True      True                      Farmanieh  3.384000e+10  1128000.00\n",
      "2396                66     1    False      False     False                    Shahedshahr  2.970000e+08     9900.00\n",
      "2397                75     2    False       True     False                       Golestan  6.000000e+08    20000.00\n",
      "2398                63     2     True       True      True                    Ostad Moein  1.670000e+09    55666.67\n",
      "2399                77     2     True       True      True                        Gholhak  6.200000e+09   206666.67\n",
      "2400                59     2     True       True      True                   Shahr-e-Ziba  1.600000e+09    53333.33\n",
      "2401               220     5     True      False     False                       Andisheh  6.500000e+09   216666.67\n",
      "2402                66     2     True       True     False  Southern Program Organization  2.000000e+09    66666.67\n",
      "2403                80     2     True       True     False                   Shahr-e-Ziba  2.450000e+09    81666.67\n",
      "2404                55     1    False      False      True            Northren Jamalzadeh  1.540000e+09    51333.33\n",
      "2405                63     2    False       True     False                       Andisheh  4.100000e+08    13666.67\n",
      "2406                92     2     True       True      True                          Punak  4.000000e+09   133333.33\n",
      "2407                88     2     True       True      True                 Shahrake Gharb  5.250000e+09   175000.00\n",
      "2408                98     2     True       True      True                         Pardis  7.700000e+08    25666.67\n",
      "2409                75     2     True       True      True                        Jeyhoon  1.980000e+09    66000.00\n",
      "2410               114     2     True       True      True                       Pakdasht  1.100000e+09    36666.67\n",
      "2411                80     2     True       True      True                          Punak  3.000000e+09   100000.00\n",
      "2412                50     1    False      False     False                  Shahrake Qods  3.800000e+08    12666.67\n",
      "2413                66     2     True       True      True                          Punak  2.950000e+09    98333.33\n",
      "2414               102     2     True       True      True                     Sattarkhan  6.500000e+08    21666.67\n",
      "2415                72     2     True       True      True                          Punak  3.200000e+09   106666.67\n",
      "2416                62     1    False      False     False                  Qasr-od-Dasht  1.860000e+09    62000.00\n",
      "2417               110     2    False       True      True                       Pakdasht  8.400000e+08    28000.00\n",
      "2418                70     2     True       True      True                          Zafar  5.250000e+09   175000.00\n",
      "2419               115     2     True       True      True                    Saadat Abad  6.000000e+09   200000.00\n",
      "2420                55     1    False       True     False         West Ferdows Boulevard  1.550000e+09    51666.67\n",
      "2421                71     2     True       True     False                        Jeyhoon  1.780000e+09    59333.33\n",
      "2422                58     1     True       True      True         West Ferdows Boulevard  2.050000e+09    68333.33\n",
      "2423               125     2     True       True      True                  Shahrake Qods  1.375000e+09    45833.33\n",
      "2424                42     1     True      False      True                        Shahran  1.750000e+09    58333.33\n",
      "2425                66     2     True       True     False                         Narmak  2.200000e+09    73333.33\n",
      "2427               130     4    False      False     False                       Mehrabad  6.200000e+09   206666.67\n",
      "2428                65     1     True       True      True  Southern Program Organization  2.450000e+09    81666.67\n",
      "2429                39     1    False      False     False                       Salsabil  7.600000e+08    25333.33\n",
      "2430                60     2    False       True      True                  Qasr-od-Dasht  1.850000e+09    61666.67\n",
      "2431                75     2     True       True      True                       Salsabil  2.260000e+09    75333.33\n",
      "2432                70     1    False       True     False                       Salsabil  1.180000e+09    39333.33\n",
      "2433                57     2     True       True      True                       Salsabil  1.600000e+09    53333.33\n",
      "2434                39     1    False       True     False                       Salsabil  8.000000e+08    26666.67\n",
      "2435                70     2    False      False     False                     Tehran Now  1.700000e+09    56666.67\n",
      "2436               110     2     True       True      True                     Ekhtiarieh  6.500000e+09   216666.67\n",
      "2437                47     1    False       True     False                  Qasr-od-Dasht  8.700000e+08    29000.00\n",
      "2438               114     2    False      False     False            Northern Suhrawardi  6.500000e+09   216666.67\n",
      "2439                60     1    False       True      True            Southern Suhrawardi  2.210000e+09    73666.67\n",
      "2440               115     3     True       True      True                     Islamshahr  1.650000e+09    55000.00\n",
      "2441               110     3     True       True      True                         Heravi  5.850000e+09   195000.00\n",
      "2442                78     2     True       True      True                        Jeyhoon  2.050000e+09    68333.33\n",
      "2443                80     2     True       True      True                     Ekhtiarieh  4.400000e+09   146666.67\n",
      "2444                78     2    False      False      True                         Parand  4.200000e+08    14000.00\n",
      "2445                73     2     True       True     False                       Andisheh  8.680000e+08    28933.33\n",
      "2446                95     2     True       True      True                       Andisheh  1.200000e+09    40000.00\n",
      "2447                63     2     True       True     False                     Azarbaijan  1.390000e+09    46333.33\n",
      "2448                98     2     True       True      True                       Andisheh  1.370000e+09    45666.67\n",
      "2449               105     2     True       True      True                     Islamshahr  1.500000e+09    50000.00\n",
      "2450                50     1     True       True     False                      Tehransar  1.250000e+09    41666.67\n",
      "2451                51     1    False       True      True                       Kahrizak  6.100000e+08    20333.33\n",
      "2452               125     2     True       True      True                       Dezashib  1.125000e+10   375000.00\n",
      "2453               105     3     True       True      True                       Kahrizak  1.155000e+09    38500.00\n",
      "2454                55     1    False       True      True                       Kahrizak  6.600000e+08    22000.00\n",
      "2455               105     2     True       True      True                       Kahrizak  1.160000e+09    38666.67\n",
      "2456               105     3     True       True      True                       Kahrizak  1.312000e+09    43733.33\n",
      "2457                70     2     True       True      True                       Kahrizak  7.140000e+08    23800.00\n",
      "2458                82     2     True       True      True                       Kahrizak  8.200000e+08    27333.33\n",
      "2459                50     1     True       True      True                       Mirdamad  3.250000e+09   108333.33\n",
      "2460               105     2     True       True      True                         Pardis  7.600000e+08    25333.33\n",
      "2461               110     2     True       True      True                        Gholhak  8.800000e+09   293333.33\n",
      "2462                85     2     True       True      True                       Kahrizak  8.500000e+08    28333.33\n",
      "2463                78     2     True       True     False                          Punak  3.100000e+09   103333.33\n",
      "2464               106     2     True       True      True                         Pardis  5.050000e+08    16833.33\n",
      "2465                95     2     True       True      True                     Gheitarieh  5.700000e+09   190000.00\n",
      "2466                62     1     True      False      True                      Tehransar  1.530000e+09    51000.00\n",
      "2467                78     2    False      False     False                       Damavand  4.900000e+08    16333.33\n",
      "2468               225     4     True       True      True                      Kamranieh  2.025000e+10   675000.00\n",
      "2469                72     2     True       True     False                        Shahran  2.600000e+09    86666.67\n",
      "2470                50     1     True      False     False                         Parand  3.750000e+08    12500.00\n",
      "2471                50     1    False       True     False                         Abuzar  8.500000e+08    28333.33\n",
      "2472               103     2    False       True     False            Northern Suhrawardi  3.900000e+09   130000.00\n",
      "2473                47     1     True       True     False                      Dolatabad  6.950000e+08    23166.67\n",
      "2474                90     2     True       True      True                         Karoon  2.000000e+09    66666.67\n",
      "2475                80     2     True       True      True                          Punak  3.760000e+09   125333.33\n",
      "2476               450     4     True       True      True                       Niavaran  2.500000e+10   833333.33\n",
      "2477                72     2     True       True      True                       Salsabil  1.700000e+09    56666.67\n",
      "2478               258     4     True       True     False                         Jordan  1.200000e+10   400000.00\n",
      "2479                98     2     True       True      True                       Salsabil  2.630000e+09    87666.67\n",
      "2480               130     3    False       True     False                  Shahrake Qods  6.000000e+08    20000.00\n",
      "2481               700     3     True       True     False                       Damavand  4.500000e+09   150000.00\n",
      "2482               104     2     True       True      True                  Shahrake Qods  9.000000e+08    30000.00\n",
      "2483               140     3     True       True      True                     Ekhtiarieh  1.100000e+10   366666.67\n",
      "2484                96     2     True       True      True                        Shahran  3.500000e+09   116666.67\n",
      "2485                58     1    False       True     False                  Shahrake Qods  4.000000e+08    13333.33\n",
      "2486               150     3     True       True      True                       Salsabil  4.500000e+09   150000.00\n",
      "2487                55     2     True       True     False                        Shahran  1.870000e+09    62333.33\n",
      "2488                60     1    False      False     False                  Shahrake Qods  4.300000e+08    14333.33\n",
      "2489                98     2     True       True      True                         Pardis  7.900000e+08    26333.33\n",
      "2490                85     2     True       True      True                  Shahrake Qods  6.700000e+08    22333.33\n",
      "2491                85     2     True      False      True                    Elm-o-Sanat  3.350000e+09   111666.67\n",
      "2492                97     2     True       True      True                          Punak  4.700000e+09   156666.67\n",
      "2493                80     2     True       True      True                     Hor Square  1.874500e+09    62483.33\n",
      "2494                57     1    False      False      True                       Niavaran  3.600000e+09   120000.00\n",
      "2495                63     1     True       True     False                        Jeyhoon  1.200000e+09    40000.00\n",
      "2496                85     2     True       True      True                     Hor Square  1.957300e+09    65243.33\n",
      "2497                70     2     True       True      True                     Hor Square  4.000000e+08    13333.33\n",
      "2498               100     2     True       True      True                     Hor Square  2.283900e+09    76130.00\n",
      "2499                90     2     True       True      True                     Hor Square  2.071150e+09    69038.33\n",
      "2500                75     2    False      False     False                         Parand  3.650000e+08    12166.67\n",
      "2501                42     1     True      False     False                      Nezamabad  8.350000e+08    27833.33\n",
      "2502               250     4     True       True      True                     Zaferanieh  1.875000e+10   625000.00\n",
      "2503                83     2     True       True      True                      Dolatabad  1.490000e+09    49666.67\n",
      "2504                90     2     True       True      True                       Damavand  6.050000e+08    20166.67\n",
      "2505                72     2     True       True      True                           Razi  1.206000e+09    40200.00\n",
      "2506                52     1    False      False     False                       Damavand  3.750000e+08    12500.00\n",
      "2507               106     2     True       True      True                       Damavand  2.360000e+09    78666.67\n",
      "2508                73     2     True       True      True                         Parand  3.850000e+08    12833.33\n",
      "2509               100     2     True       True      True                           Razi  1.850000e+09    61666.67\n",
      "2510                85     2     True       True     False                  Shahrake Qods  6.400000e+08    21333.33\n",
      "2511                49     1    False      False     False                         Abuzar  1.020000e+09    34000.00\n",
      "2512               115     2     True       True      True                      East Pars  5.400000e+09   180000.00\n",
      "2513               127     2     True       True      True                         Narmak  4.826000e+09   160866.67\n",
      "2514                93     2    False       True      True                          Gisha  3.600000e+09   120000.00\n",
      "2515                47     1    False      False     False                     Islamshahr  2.950000e+08     9833.33\n",
      "2516               117     3     True       True      True                        Tarasht  4.440000e+09   148000.00\n",
      "2517               182     3     True       True      True                      Marzdaran  1.160000e+10   386666.67\n",
      "2518               160     3     True       True      True                     Azarbaijan  3.000000e+09   100000.00\n",
      "2519               181     3     True       True      True                      Marzdaran  1.300000e+10   433333.33\n",
      "2520               163     3     True       True      True                      Marzdaran  1.110000e+10   370000.00\n",
      "2521                83     2     True       True     False                       Damavand  1.550000e+09    51666.67\n",
      "2522               142     3     True       True      True                         Heravi  6.465000e+09   215500.00\n",
      "2523                92     2     True       True      True                         Pardis  5.650000e+08    18833.33\n",
      "2524               100     2     True      False      True                         Parand  9.000000e+08    30000.00\n",
      "2525                60     1     True       True     False                         Parand  6.600000e+08    22000.00\n",
      "2526                58     1    False      False      True                         Parand  3.200000e+08    10666.67\n",
      "2527                58     1    False      False      True                         Parand  3.200000e+08    10666.67\n",
      "2528                85     2     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "2529                87     2     True       True      True                         Pardis  6.800000e+08    22666.67\n",
      "2530                78     2    False      False      True                         Parand  3.700000e+08    12333.33\n",
      "2531                88     1    False      False      True                         Parand  3.800000e+08    12666.67\n",
      "2532               210     4     True       True     False                         Narmak  2.300000e+10   766666.67\n",
      "2533                72     2     True       True      True                           Razi  4.110000e+08    13700.00\n",
      "2534               101     2     True       True      True                    Feiz Garden  4.550000e+09   151666.67\n",
      "2535                68     2    False       True      True                         Parand  3.100000e+08    10333.33\n",
      "2536                60     1    False       True      True                     Islamshahr  6.600000e+08    22000.00\n",
      "2537                65     2    False       True      True                     Islamshahr  7.800000e+08    26000.00\n",
      "2538               117     2     True       True      True                 Shahrake Gharb  1.060000e+10   353333.33\n",
      "2539                96     1    False      False     False                     Islamshahr  1.700000e+09    56666.67\n",
      "2540                98     2     True       True      True                         Pardis  9.100000e+08    30333.33\n",
      "2541                52     1     True       True     False                       Andisheh  6.700000e+08    22333.33\n",
      "2542                85     2     True       True      True                          Punak  3.400000e+09   113333.33\n",
      "2543                62     2     True       True      True                          Punak  1.750000e+09    58333.33\n",
      "2544                74     2    False      False     False                         Parand  4.200000e+08    14000.00\n",
      "2545                74     2    False      False      True                         Parand  3.050000e+08    10166.67\n",
      "2546                58     1    False      False     False                         Parand  2.550000e+08     8500.00\n",
      "2547               125     3     True       True     False                         Parand  1.650000e+09    55000.00\n",
      "2548                75     2    False      False      True                         Parand  3.450000e+08    11500.00\n",
      "2549                58     5    False      False      True                         Parand  2.950000e+08     9833.33\n",
      "2550                74     2     True       True      True                         Parand  9.000000e+08    30000.00\n",
      "2551                45     1    False       True      True                        Pirouzi  1.250000e+09    41666.67\n",
      "2552                58     1     True       True      True                         Parand  2.750000e+08     9166.67\n",
      "2553                75     2    False      False     False                         Parand  2.450000e+08     8166.67\n",
      "2554                75     2     True      False      True                         Parand  3.050000e+08    10166.67\n",
      "2555                88     2     True       True      True             Southern Janatabad  3.500000e+09   116666.67\n",
      "2556               130     2     True       True     False                        Jeyhoon  5.200000e+09   173333.33\n",
      "2557               120     2     True       True      True                       Majidieh  1.620000e+09    54000.00\n",
      "2558                85     2     True       True      True              Central Janatabad  3.300000e+09   110000.00\n",
      "2559               150     3     True       True      True                          Punak  6.800000e+09   226666.67\n",
      "2560               165     3     True       True      True                     Gheitarieh  9.850000e+09   328333.33\n",
      "2561               240     4     True       True     False                       Andisheh  5.700000e+09   190000.00\n",
      "2562                76     2     True       True     False         West Ferdows Boulevard  1.990000e+09    66333.33\n",
      "2563               120     2     True       True      True                 Shahrake Gharb  9.800000e+09   326666.67\n",
      "2564               165     3    False       True     False                     Heshmatieh  4.125000e+09   137500.00\n",
      "2565               165     3    False       True     False                     Heshmatieh  4.125000e+09   137500.00\n",
      "2566               130     2     True       True     False                        Jeyhoon  5.200000e+09   173333.33\n",
      "2567                73     2     True      False     False              Central Janatabad  2.750000e+09    91666.67\n",
      "2568                70     2     True       True      True         East Ferdows Boulevard  2.750000e+09    91666.67\n",
      "2569               120     3     True       True      True                   Shahr-e-Ziba  4.530000e+09   151000.00\n",
      "2570                79     2     True       True      True      Persian Gulf Martyrs Lake  2.500000e+09    83333.33\n",
      "2571                90     2     True       True      True                  Shahrake Qods  9.800000e+08    32666.67\n",
      "2572               128     2    False       True     False                         Parand  9.500000e+08    31666.67\n",
      "2573                75     2     True       True      True             Southern Janatabad  2.300000e+09    76666.67\n",
      "2574                94     2     True       True      True                       Taslihat  2.650000e+09    88333.33\n",
      "2575               106     2     True       True      True                       Pakdasht  9.000000e+08    30000.00\n",
      "2576                72     2     True       True      True                          Punak  2.300000e+09    76666.67\n",
      "2577               208     2     True       True     False      Persian Gulf Martyrs Lake  1.150000e+10   383333.33\n",
      "2578               126     3     True       True      True                          Zafar  7.676000e+09   255866.67\n",
      "2579               105     2     True       True     False                         Rudhen  1.100000e+09    36666.67\n",
      "2580               216     4     True       True     False                       Andisheh  5.700000e+09   190000.00\n",
      "2581                92     2    False       True      True                      Kazemabad  3.000000e+09   100000.00\n",
      "2582                80     2     True       True      True                    Si Metri Ji  1.410000e+09    47000.00\n",
      "2583               130     1     True       True     False                       Damavand  8.500000e+09   283333.33\n",
      "2584               300     4     True       True      True                        Tajrish  9.000000e+09   300000.00\n",
      "2585                73     2     True       True      True      Persian Gulf Martyrs Lake  2.200000e+09    73333.33\n",
      "2586               100     2    False       True      True                    Shahedshahr  7.000000e+08    23333.33\n",
      "2587                80     2     True       True     False                     Islamshahr  1.100000e+09    36666.67\n",
      "2588               105     2     True       True      True                    Feiz Garden  4.550000e+09   151666.67\n",
      "2589                59     1     True       True      True                         Narmak  2.100000e+09    70000.00\n",
      "2590                41     1     True       True     False                    Si Metri Ji  7.800000e+08    26000.00\n",
      "2591                85     2     True       True      True                          Zafar  5.000000e+09   166666.67\n",
      "2592                66     1    False       True     False                        Shahran  1.850000e+09    61666.67\n",
      "2593                90     2     True       True      True                     Ekhtiarieh  6.000000e+09   200000.00\n",
      "2594                78     2    False      False      True                         Parand  4.050000e+08    13500.00\n",
      "2595               113     2     True       True     False                     Islamshahr  1.520000e+09    50666.67\n",
      "2596                88     2     True       True      True              Central Janatabad  4.000000e+09   133333.33\n",
      "2597                96     2    False      False     False                       Haft Tir  2.850000e+09    95000.00\n",
      "2598               180     5     True       True     False                 Shahrake Gharb  2.880000e+10   960000.00\n",
      "2599                59     2    False       True     False                         Karoon  1.070000e+09    35666.67\n",
      "2600                58     2    False       True      True                  Qasr-od-Dasht  1.270000e+09    42333.33\n",
      "2601                46     1    False       True     False                        Jeyhoon  1.013000e+09    33766.67\n",
      "2602                67     1     True       True      True                     Shams Abad  2.600000e+09    86666.67\n",
      "2603                57     2    False      False     False                       Salsabil  1.090000e+09    36333.33\n",
      "2604                95     2     True       True      True              Central Janatabad  4.000000e+09   133333.33\n",
      "2605                73     1     True       True      True                       Pakdasht  4.800000e+08    16000.00\n",
      "2606                87     2     True       True      True                         Pardis  6.580000e+08    21933.33\n",
      "2607               122     4     True      False      True            Keshavarz Boulevard  2.420000e+09    80666.67\n",
      "2608                50     1    False      False     False                         Karoon  1.000000e+09    33333.33\n",
      "2609                62     1    False      False     False                         Karoon  1.020000e+09    34000.00\n",
      "2610                86     2     True       True      True                       Pasdaran  5.400000e+09   180000.00\n",
      "2611                53     1    False      False     False                        Jeyhoon  9.000000e+08    30000.00\n",
      "2612               100     2     True       True      True      Persian Gulf Martyrs Lake  4.350000e+08    14500.00\n",
      "2613                55     1     True       True     False                    Robat Karim  3.050000e+08    10166.67\n",
      "2614                58     1    False      False      True                         Parand  3.050000e+08    10166.67\n",
      "2615                78     2     True       True     False                     Islamshahr  1.000000e+09    33333.33\n",
      "2616               145     3     True       True      True                        Elahieh  1.015000e+10   338333.33\n",
      "2617               110     2     True       True      True                    Yousef Abad  6.000000e+09   200000.00\n",
      "2618                64     1     True       True      True                    Robat Karim  3.500000e+08    11666.67\n",
      "2619                86     2    False       True     False                      East Pars  1.204000e+09    40133.33\n",
      "2620                75     2    False      False     False                       Damavand  5.200000e+08    17333.33\n",
      "2621               110     2     True       True      True                    Feiz Garden  4.550000e+09   151666.67\n",
      "2622                71     2    False      False     False         West Ferdows Boulevard  2.000000e+09    66666.67\n",
      "2623                90     2     True       True      True             Southern Janatabad  3.750000e+09   125000.00\n",
      "2624                63     1     True      False      True                        Pirouzi  2.153000e+09    71766.67\n",
      "2625                50     0     True       True      True               Northern Chitgar  3.450000e+08    11500.00\n",
      "2626                85     2     True      False      True                         Pardis  7.300000e+08    24333.33\n",
      "2627                83     2     True       True      True                       Pasdaran  4.700000e+09   156666.67\n",
      "2628               175     3     True       True      True                        Elahieh  1.750000e+10   583333.33\n",
      "2629                57     1     True       True      True                       Pasdaran  3.700000e+09   123333.33\n",
      "2630                66     2    False      False     False                    Feiz Garden  1.750000e+09    58333.33\n",
      "2631                74     2     True       True      True                        Shahran  2.390000e+09    79666.67\n",
      "2632                45     1     True      False      True                  Ray - Pilgosh  9.900000e+08    33000.00\n",
      "2633                78     2     True       True      True                     Ekhtiarieh  4.700000e+09   156666.67\n",
      "2634                75     2    False       True      True                         Parand  2.800000e+08     9333.33\n",
      "2635               103     2     True       True      True                     Islamshahr  1.442000e+09    48066.67\n",
      "2636                61     1    False      False     False                    Feiz Garden  1.800000e+09    60000.00\n",
      "2637               124     3     True       True      True                   Shahr-e-Ziba  3.900000e+09   130000.00\n",
      "2638                62     1    False      False     False                       Damavand  7.100000e+08    23666.67\n",
      "2639               110     2     True       True      True                        Gholhak  7.000000e+09   233333.33\n",
      "2640               180     3     True       True      True                       Pasdaran  1.300000e+10   433333.33\n",
      "2641                40     1     True       True     False                       Andisheh  2.600000e+08     8666.67\n",
      "2642                95     2     True       True      True                       Republic  1.450000e+09    48333.33\n",
      "2643               104     2     True       True     False                     Tehran Now  2.200000e+09    73333.33\n",
      "2644                37     1     True       True     False                       Andisheh  3.450000e+08    11500.00\n",
      "2645                60     1     True       True     False                       Shahryar  6.000000e+08    20000.00\n",
      "2646                69     2     True       True      True                        Shahran  2.600000e+09    86666.67\n",
      "2647               700     3     True       True     False                       Damavand  7.000000e+09   233333.33\n",
      "2648                60     1     True       True      True               Northern Chitgar  8.750000e+08    29166.67\n",
      "2649                95     2     True      False      True                       Niavaran  9.000000e+09   300000.00\n",
      "2650                51     1     True       True     False                       Andisheh  6.700000e+08    22333.33\n",
      "2651               106     2     True       True      True                      Zargandeh  5.600000e+09   186666.67\n",
      "2652               100     2     True       True      True                         Narmak  3.200000e+09   106666.67\n",
      "2653                80     2     True       True      True                        Koohsar  2.400000e+09    80000.00\n",
      "2654                78     2     True       True      True                    Ghiyamdasht  6.400000e+08    21333.33\n",
      "2655                90     2     True       True      True                       Damavand  1.350000e+09    45000.00\n",
      "2656                95     2    False       True      True                    Saadat Abad  9.500000e+09   316666.67\n",
      "2657                86     3    False       True      True                         Parand  3.300000e+08    11000.00\n",
      "2658                65     1     True       True      True                       Golestan  3.600000e+08    12000.00\n",
      "2659               102     1    False       True     False                     Islamshahr  1.650000e+09    55000.00\n",
      "2660                75     2     True       True      True             Southern Janatabad  2.700000e+09    90000.00\n",
      "2661               150     5     True       True     False                   Shahr-e-Ziba  1.070000e+10   356666.67\n",
      "2662                60     1     True       True      True                         Parand  3.900000e+08    13000.00\n",
      "2663                72     1     True       True      True                        Elahieh  8.250000e+09   275000.00\n",
      "2664                93     2    False      False     False                        Pirouzi  5.500000e+09   183333.33\n",
      "2665               106     2     True       True      True                        Gholhak  6.400000e+09   213333.33\n",
      "2666                48     1    False       True     False                    Shahedshahr  2.100000e+08     7000.00\n",
      "2667                75     2     True       True     False             Southern Janatabad  2.100000e+09    70000.00\n",
      "2668               163     2     True       True      True                      Farmanieh  9.780000e+09   326000.00\n",
      "2669               138     3     True       True      True                       Kahrizak  1.242000e+09    41400.00\n",
      "2670               119     2     True       True      True                        Shahran  4.000000e+09   133333.33\n",
      "2671                65     2     True       True      True                         Abazar  2.500000e+09    83333.33\n",
      "2672                57     1    False      False      True                       Pakdasht  4.500000e+08    15000.00\n",
      "2673                74     2    False       True      True              Telecommunication  7.800000e+08    26000.00\n",
      "2674               119     3     True       True      True                        Shahran  5.500000e+09   183333.33\n",
      "2675                75     2    False       True      True                         Parand  2.800000e+08     9333.33\n",
      "2676                68     1    False      False     False                     Islamshahr  8.150000e+08    27166.67\n",
      "2677               180     4     True       True      True               Northern Chitgar  2.720000e+09    90666.67\n",
      "2678                70     1     True       True      True                      Hakimiyeh  2.310000e+09    77000.00\n",
      "2679                58     1    False      False     False                         Parand  2.550000e+08     8500.00\n",
      "2680                60     1     True       True      True                  Qasr-od-Dasht  1.985000e+09    66166.67\n",
      "2681                88     2    False       True     False                      Air force  2.500000e+09    83333.33\n",
      "2682                82     2     True       True      True                        Shahran  2.800000e+09    93333.33\n",
      "2683                63     1     True       True      True                            Ray  1.134000e+09    37800.00\n",
      "2684               120     3     True       True      True               Northern Chitgar  1.750000e+09    58333.33\n",
      "2685                56     1    False      False     False                       Republic  1.900000e+09    63333.33\n",
      "2686                75     2     True      False      True                    Saadat Abad  3.850000e+09   128333.33\n",
      "2687                60     1    False       True     False                       Golestan  4.200000e+08    14000.00\n",
      "2688                50     2     True       True      True      Persian Gulf Martyrs Lake  3.300000e+08    11000.00\n",
      "2689               253     5     True       True     False     North Program Organization  3.036000e+10  1012000.00\n",
      "2690               111     2     True       True      True         East Ferdows Boulevard  3.990000e+09   133000.00\n",
      "2691               105     3     True       True      True     North Program Organization  5.985000e+09   199500.00\n",
      "2692                92     1     True       True      True                       Niavaran  6.300000e+09   210000.00\n",
      "2693               350     4     True       True      True                     Gheitarieh  3.500000e+10  1166666.67\n",
      "2694               100     2     True       True      True                  Mirza Shirazi  4.100000e+09   136666.67\n",
      "2695               150     3     True       True      True               Northern Chitgar  2.240000e+09    74666.67\n",
      "2696                94     2    False       True     False            Northren Jamalzadeh  2.400000e+09    80000.00\n",
      "2697               140     3     True       True      True            Northren Jamalzadeh  6.700000e+09   223333.33\n",
      "2698                65     4     True       True     False                    Yousef Abad  8.500000e+09   283333.33\n",
      "2699                84     2     True       True      True            Northren Jamalzadeh  2.600000e+09    86666.67\n",
      "2700               114     2     True       True      True                         Mehran  6.840000e+09   228000.00\n",
      "2701               114     2     True       True      True            Northren Jamalzadeh  5.500000e+09   183333.33\n",
      "2702                40     1     True      False      True            Northren Jamalzadeh  1.500000e+09    50000.00\n",
      "2703                82     2    False      False      True                         Parand  3.530000e+08    11766.67\n",
      "2704                87     2     True       True      True                        Koohsar  2.350000e+09    78333.33\n",
      "2705                86     2    False      False      True                         Parand  4.700000e+08    15666.67\n",
      "2706               500     5     True       True     False                         Gandhi  7.000000e+10  2333333.33\n",
      "2707                61     1    False       True     False                   Shahr-e-Ziba  1.490000e+09    49666.67\n",
      "2708                96     2     True       True      True                   Shahr-e-Ziba  5.280000e+09   176000.00\n",
      "2709                90     2     True       True      True                        Shahran  3.400000e+09   113333.33\n",
      "2710               135     3     True       True      True            Northren Jamalzadeh  6.000000e+09   200000.00\n",
      "2711                58     1    False      False      True                         Parand  2.950000e+08     9833.33\n",
      "2712               114     2     True       True      True                        Gholhak  7.550000e+09   251666.67\n",
      "2713                75     2    False      False     False                         Parand  3.800000e+08    12666.67\n",
      "2714                90     2     True       True      True            Northren Jamalzadeh  3.450000e+09   115000.00\n",
      "2715                90     2     True       True      True                   Shahr-e-Ziba  2.900000e+09    96666.67\n",
      "2716                90     2     True       True      True                   Shahr-e-Ziba  2.900000e+09    96666.67\n",
      "2717               100     2     True       True      True                         Narmak  3.800000e+09   126666.67\n",
      "2718                82     2     True       True      True                    Si Metri Ji  1.600000e+09    53333.33\n",
      "2719                58     2     True       True     False                       Andisheh  7.540000e+08    25133.33\n",
      "2720                70     2     True       True      True                      Karimkhan  3.200000e+09   106666.67\n",
      "2721               110     0     True       True      True                         Parand  1.020000e+08     3400.00\n",
      "2722               303     5     True       True     False                      Argentina  3.333000e+10  1111000.00\n",
      "2723                83     2    False      False      True                         Parand  5.000000e+08    16666.67\n",
      "2724                75     2     True       True      True                         Parand  2.500000e+08     8333.33\n",
      "2725               114     2     True       True      True                         Mehran  6.840000e+09   228000.00\n",
      "2726                60     2     True       True     False              Central Janatabad  2.100000e+09    70000.00\n",
      "2727                54     1    False      False     False                         Parand  2.600000e+08     8666.67\n",
      "2729                75     2     True       True      True                         Parand  3.900000e+08    13000.00\n",
      "2730                78     2     True      False      True                         Parand  4.000000e+08    13333.33\n",
      "2731                78     2    False      False      True                         Parand  3.950000e+08    13166.67\n",
      "2732                95     2     True       True      True                      Marzdaran  4.085000e+09   136166.67\n",
      "2733               100     2     True       True      True                    Ostad Moein  3.150000e+09   105000.00\n",
      "2734                75     2    False       True      True                         Parand  3.970000e+08    13233.33\n",
      "2735               114     2     True       True      True                  Seyed Khandan  6.840000e+09   228000.00\n",
      "2736                50     1    False      False     False                         Malard  2.500000e+08     8333.33\n",
      "2737                75     2     True      False      True                    Feiz Garden  2.700000e+09    90000.00\n",
      "2738               105     2     True       True      True                       Afsarieh  2.400000e+09    80000.00\n",
      "2739               141     3     True       True      True                  Shahrake Quds  2.115000e+09    70500.00\n",
      "2740                74     2    False       True     False                        Pirouzi  1.600000e+09    53333.33\n",
      "2741                38     1     True       True     False                         Fallah  6.500000e+08    21666.67\n",
      "2742                80     1     True       True      True                     Gheitarieh  8.500000e+08    28333.33\n",
      "2743               102     2     True       True      True                      Safadasht  9.384000e+08    31280.00\n",
      "2744               110     2     True       True      True                       Niavaran  1.064000e+10   354666.67\n",
      "2745                98     2    False      False     False                  Shahrake Qods  8.300000e+08    27666.67\n",
      "2746                57     1     True       True      True                    Ostad Moein  1.600000e+09    53333.33\n",
      "2747                45     1    False       True      True                    Si Metri Ji  8.900000e+08    29666.67\n",
      "2748               105     2     True       True      True                        Jeyhoon  2.500000e+09    83333.33\n",
      "2749               135     2     True       True     False                         Rudhen  3.500000e+09   116666.67\n",
      "2750                65     1    False      False      True                    Saadat Abad  3.490000e+09   116333.33\n",
      "2751                88     2    False       True      True                  Shahrake Quds  7.500000e+08    25000.00\n",
      "2752               110     2     True       True      True         West Ferdows Boulevard  5.050000e+09   168333.33\n",
      "2753                63     2     True       True      True            Northren Jamalzadeh  2.600000e+09    86666.67\n",
      "2754                94     2    False       True     False            Northren Jamalzadeh  2.400000e+09    80000.00\n",
      "2755                45     1    False       True     False                         Karoon  8.900000e+08    29666.67\n",
      "2756                40     1    False       True     False                     Azarbaijan  1.000000e+09    33333.33\n",
      "2757               100     2    False      False     False            Northren Jamalzadeh  3.600000e+09   120000.00\n",
      "2758                89     2     True       True     False                       Amirabad  3.500000e+09   116666.67\n",
      "2759                65     2     True       True     False                       Afsarieh  1.330000e+09    44333.33\n",
      "2760               125     2     True       True      True              Central Janatabad  6.250000e+09   208333.33\n",
      "2761               125     2     True       True      True              Central Janatabad  6.250000e+09   208333.33\n",
      "2762               136     3     True       True      True                       Pasdaran  7.300000e+09   243333.33\n",
      "2763               150     3     True       True      True                         Heravi  7.600000e+09   253333.33\n",
      "2764                55     1    False       True     False         West Ferdows Boulevard  1.580000e+09    52666.67\n",
      "2765               130     3     True       True      True                  Seyed Khandan  8.450000e+09   281666.67\n",
      "2766                73     2    False       True     False         West Ferdows Boulevard  1.840000e+09    61333.33\n",
      "2767                85     2     True       True      True            Northren Jamalzadeh  3.600000e+09   120000.00\n",
      "2768                63     1     True       True      True                    Ostad Moein  1.380000e+09    46000.00\n",
      "2769               100     2     True       True      True                        Tajrish  5.700000e+09   190000.00\n",
      "2770                83     2     True       True      True                          Ozgol  5.500000e+07     1833.33\n",
      "2771               110     3     True       True      True      Persian Gulf Martyrs Lake  3.150000e+09   105000.00\n",
      "2772                71     2     True       True      True     North Program Organization  2.160000e+09    72000.00\n",
      "2773                37     1    False       True     False                        Hashemi  5.700000e+08    19000.00\n",
      "2774                68     1     True       True      True      Persian Gulf Martyrs Lake  2.100000e+09    70000.00\n",
      "2775                78     1     True       True      True      Persian Gulf Martyrs Lake  2.450000e+09    81666.67\n",
      "2776               105     2     True       True      True      Persian Gulf Martyrs Lake  3.250000e+09   108333.33\n",
      "2777                60     1     True       True     False                          Punak  2.000000e+09    66666.67\n",
      "2778               113     2     True       True      True                      Karimkhan  3.170000e+09   105666.67\n",
      "2779               300     5     True       True     False                        Lavasan  2.500000e+10   833333.33\n",
      "2780                50     2    False       True     False                        Jeyhoon  7.300000e+08    24333.33\n",
      "2781                60     1    False       True     False                       Beryanak  8.300000e+08    27666.67\n",
      "2782                37     1    False      False     False                    Ostad Moein  6.200000e+08    20666.67\n",
      "2783                33     1    False       True     False                       Beryanak  5.600000e+08    18666.67\n",
      "2784                73     2    False       True      True                        Jeyhoon  1.580000e+09    52666.67\n",
      "2785                59     1    False       True     False                       Beryanak  8.800000e+08    29333.33\n",
      "2786                95     2     True       True      True                        Qarchak  1.450000e+09    48333.33\n",
      "2787                75     2    False      False     False                         Parand  3.000000e+08    10000.00\n",
      "2788                65     2    False       True      True                    Ostad Moein  1.550000e+09    51666.67\n",
      "2789                52     1    False       True     False                        Pirouzi  1.250000e+09    41666.67\n",
      "2790               105     2     True       True     False                       Andisheh  1.100000e+09    36666.67\n",
      "2791                50     1    False       True     False                    Ostad Moein  8.500000e+08    28333.33\n",
      "2792                74     2     True       True      True                        Pirouzi  2.200000e+09    73333.33\n",
      "2793               132     3     True      False      True            Southern Suhrawardi  6.700000e+09   223333.33\n",
      "2794               104     2     True       True      True                         Mehran  4.200000e+09   140000.00\n",
      "2795                50     1    False      False     False                        Jeyhoon  7.150000e+08    23833.33\n",
      "2796                55     1     True       True      True                         Komeil  1.100000e+09    36666.67\n",
      "2797                46     1    False      False     False                         Komeil  7.000000e+08    23333.33\n",
      "2798                55     2    False       True      True                       Beryanak  1.020000e+09    34000.00\n",
      "2799               108     2     True       True     False                         Parand  1.150000e+09    38333.33\n",
      "2800                68     2     True       True      True                    Ostad Moein  1.970000e+09    65666.67\n",
      "2801               130     2     True       True      True              Khademabad Garden  1.755000e+09    58500.00\n",
      "2802    2,550,000,000      2     True       True      True              Central Janatabad  2.550000e+09    85000.00\n",
      "2803                40     1    False       True     False                         Tenant  1.050000e+09    35000.00\n",
      "2804                63     1    False      False      True                         Tenant  1.350000e+09    45000.00\n",
      "2805               140     3     True       True      True                       Mirdamad  8.000000e+09   266666.67\n",
      "2806                42     1     True       True      True                        Jeyhoon  9.000000e+08    30000.00\n",
      "2807                90     2     True       True      True                         Tenant  3.150000e+09   105000.00\n",
      "2808                39     1     True       True     False                       Andisheh  5.500000e+08    18333.33\n",
      "2809                55     2     True       True      True                       Andisheh  4.500000e+08    15000.00\n",
      "2810               200     3     True       True      True                 Shahrake Gharb  1.400000e+10   466666.67\n",
      "2811                98     2     True       True      True                    Si Metri Ji  1.950000e+09    65000.00\n",
      "2812                71     2     True       True     False                       Salsabil  1.185000e+09    39500.00\n",
      "2813                50     1    False      False      True                         Tenant  1.250000e+09    41666.67\n",
      "2814                53     1    False       True     False                         Tenant  1.113000e+09    37100.00\n",
      "2815                60     1     True       True      True                          Punak  2.750000e+09    91666.67\n",
      "2816               160     3     True       True      True                       Pakdasht  9.800000e+08    32666.67\n",
      "2817                63     2     True      False      True                         Tenant  1.890000e+09    63000.00\n",
      "2818                96     2     True       True      True                         Tenant  2.400000e+09    80000.00\n",
      "2819                90     2     True       True      True                         Tenant  2.300000e+09    76666.67\n",
      "2820               120     3     True       True      True                         Tenant  3.240000e+09   108000.00\n",
      "2821               100     2     True       True      True                         Tenant  2.600000e+09    86666.67\n",
      "2822                80     2     True       True      True                    Ostad Moein  2.440000e+09    81333.33\n",
      "2823                43     1     True       True      True                         Tenant  1.200000e+09    40000.00\n",
      "2824                79     2     True       True      True                         Tenant  2.930000e+09    97666.67\n",
      "2825                50     1    False      False      True                         Tenant  1.200000e+09    40000.00\n",
      "2826                60     1    False       True     False                         Tenant  1.120000e+09    37333.33\n",
      "2827                55     1    False      False     False                         Tenant  1.420000e+09    47333.33\n",
      "2828               150     3     True       True      True                       Dezashib  1.200000e+10   400000.00\n",
      "2829                55     1     True       True      True                       Andisheh  4.500000e+08    15000.00\n",
      "2830                55     1    False       True     False                         Tenant  1.155000e+09    38500.00\n",
      "2831               100     2     True       True      True                        Tajrish  5.700000e+09   190000.00\n",
      "2832                60     1     True       True     False                         Tenant  1.400000e+09    46666.67\n",
      "2833                96     2     True       True      True                          Gisha  5.500000e+09   183333.33\n",
      "2834               112     2     True       True      True      Persian Gulf Martyrs Lake  3.300000e+09   110000.00\n",
      "2835                65     2     True       True     False                       Andisheh  6.000000e+08    20000.00\n",
      "2836               100     2     True       True      True      Persian Gulf Martyrs Lake  1.060000e+09    35333.33\n",
      "2837               105     2     True       True      True                    Yousef Abad  5.600000e+09   186666.67\n",
      "2838               125     3     True      False     False                       Mirdamad  6.500000e+09   216666.67\n",
      "2839                48     1     True       True     False                        Jeyhoon  9.950000e+08    33166.67\n",
      "2840                67     2     True       True      True                      Hakimiyeh  2.170000e+09    72333.33\n",
      "2841                83     2     True       True      True                      Farmanieh  6.200000e+09   206666.67\n",
      "2842               150     3     True       True      True                         Pardis  3.900000e+09   130000.00\n",
      "2843               100     2     True       True      True                    Ostad Moein  3.150000e+09   105000.00\n",
      "2844               111     3     True       True      True      Persian Gulf Martyrs Lake  3.150000e+09   105000.00\n",
      "2845                53     2    False      False     False                         Tenant  1.100000e+09    36666.67\n",
      "2846                75     2    False      False      True                         Parand  3.500000e+08    11666.67\n",
      "2847                92     2     True       True      True                        Sabalan  2.300000e+09    76666.67\n",
      "2848                53     1     True       True      True                        Jeyhoon  1.500000e+09    50000.00\n",
      "2849                47     1    False       True     False                         Karoon  8.000000e+08    26666.67\n",
      "2850               330     3     True       True      True                      Farmanieh  4.620000e+10  1540000.00\n",
      "2851                44     1     True       True     False                        Jeyhoon  1.040000e+09    34666.67\n",
      "2852                80     2     True       True      True                     Gheitarieh  6.000000e+09   200000.00\n",
      "2853                81     2     True       True     False                        Valiasr  1.800000e+09    60000.00\n",
      "2854               117     3     True       True      True                    Ostad Moein  3.680000e+09   122666.67\n",
      "2855                37     1    False       True     False                     Azarbaijan  9.500000e+08    31666.67\n",
      "2856                82     2     True       True      True                         Parand  3.600000e+08    12000.00\n",
      "2857                98     2     True       True      True                    Si Metri Ji  1.950000e+09    65000.00\n",
      "2858               150     3    False       True     False                          Zafar  6.000000e+09   200000.00\n",
      "2859                51     1     True       True     False                     Hor Square  8.585000e+08    28616.67\n",
      "2860                95     2     True       True      True                        Shahran  3.250000e+09   108333.33\n",
      "2861                63     1     True       True      True                    Ostad Moein  1.280000e+09    42666.67\n",
      "2862                80     2    False      False      True                         Parand  3.900000e+08    13000.00\n",
      "2863               133     3     True       True      True                     Ekhtiarieh  8.400000e+09   280000.00\n",
      "2864                48     1    False      False      True                         Fallah  7.100000e+08    23666.67\n",
      "2865               185     3     True       True      True         East Ferdows Boulevard  9.500000e+09   316666.67\n",
      "2866                62     1     True       True      True                         Fallah  8.060000e+08    26866.67\n",
      "2867                75     2     True      False      True                         Fallah  1.200000e+09    40000.00\n",
      "2868                48     1    False      False      True                         Fallah  7.400000e+08    24666.67\n",
      "2869                57     1     True       True      True                    Ostad Moein  1.600000e+09    53333.33\n",
      "2870                55     3     True       True      True                        Hashemi  1.650000e+09    55000.00\n",
      "2871                48     1     True       True      True                    Ostad Moein  1.350000e+09    45000.00\n",
      "2872                49     1     True       True      True                    Si Metri Ji  9.000000e+08    30000.00\n",
      "2873                60     2    False       True      True                      East Pars  1.380000e+09    46000.00\n",
      "2874               130     3     True       True      True      Persian Gulf Martyrs Lake  4.150000e+09   138333.33\n",
      "2875                70     2     True      False      True                            Ray  1.820000e+09    60666.67\n",
      "2876               113     2     True       True      True      Persian Gulf Martyrs Lake  3.170000e+09   105666.67\n",
      "2877                80     2     True       True      True                         Abazar  3.000000e+09   100000.00\n",
      "2878                93     2     True       True     False                  Shahrake Quds  6.500000e+08    21666.67\n",
      "2879                60     1     True       True      True                        Railway  8.700000e+08    29000.00\n",
      "2880                56     2     True       True      True                      East Pars  1.550000e+09    51666.67\n",
      "2881                65     2     True       True      True              Central Janatabad  2.620000e+09    87333.33\n",
      "2882                68     2    False       True      True                    Ostad Moein  1.320000e+09    44000.00\n",
      "2883               104     2     True       True      True                    Si Metri Ji  1.830000e+09    61000.00\n",
      "2884                84     2     True       True      True              Central Janatabad  3.850000e+09   128333.33\n",
      "2885                72     2     True       True     False         West Ferdows Boulevard  2.000000e+09    66666.67\n",
      "2886                80     2     True       True      True                  Shahrake Qods  8.800000e+08    29333.33\n",
      "2887                68     2     True       True      True                    Ostad Moein  1.970000e+09    65666.67\n",
      "2888                44     1     True       True     False                        Jeyhoon  1.050000e+09    35000.00\n",
      "2889               105     2     True       True      True      Persian Gulf Martyrs Lake  2.700000e+09    90000.00\n",
      "2890               124     3     True       True      True                   Shahr-e-Ziba  3.980000e+09   132666.67\n",
      "2891               220     3     True       True      True                       Niavaran  2.090000e+10   696666.67\n",
      "2892                83     2     True       True      True         West Ferdows Boulevard  2.640000e+09    88000.00\n",
      "2893                68     2     True       True      True                    Ostad Moein  1.970000e+09    65666.67\n",
      "2894               115     2     True       True      True         West Ferdows Boulevard  4.900000e+09   163333.33\n",
      "2895                80     2     True       True      True                    Ostad Moein  2.250000e+09    75000.00\n",
      "2896                66     1    False       True     False                       Andisheh  7.500000e+08    25000.00\n",
      "2897                68     2     True       True      True         West Ferdows Boulevard  2.930000e+09    97666.67\n",
      "2898                60     2     True       True      True         West Ferdows Boulevard  2.550000e+09    85000.00\n",
      "2899                62     2     True       True     False                          Punak  2.250000e+09    75000.00\n",
      "2900                57     1     True       True      True                    Ostad Moein  1.600000e+09    53333.33\n",
      "2901                87     2     True      False      True                       Parastar  2.500000e+09    83333.33\n",
      "2902                59     1     True       True     False         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "2903                55     1     True       True      True                      East Pars  1.450000e+09    48333.33\n",
      "2904               101     2     True       True      True      Persian Gulf Martyrs Lake  5.252000e+09   175066.67\n",
      "2905                62     2     True       True     False                        Shahran  2.100000e+09    70000.00\n",
      "2906               113     2     True       True      True                       Pasdaran  8.475000e+09   282500.00\n",
      "2907                78     2     True       True      True            Keshavarz Boulevard  3.500000e+09   116666.67\n",
      "2908                66     1     True       True     False                  Shahrake Quds  5.200000e+08    17333.33\n",
      "2909                38     1    False       True     False                       Andisheh  3.200000e+08    10666.67\n",
      "2910                90     2     True       True     False                    Yousef Abad  6.300000e+09   210000.00\n",
      "2911                45     1    False      False     False                         Karoon  6.800000e+08    22666.67\n",
      "2912                72     2     True       True      True                    Saadat Abad  4.000000e+09   133333.33\n",
      "2913               105     2     True       True      True     North Program Organization  4.900000e+09   163333.33\n",
      "2914               155     3     True       True      True     North Program Organization  5.100000e+09   170000.00\n",
      "2915               112     3     True       True      True                         Abazar  4.300000e+09   143333.33\n",
      "2916                65     1     True       True      True                    Hassan Abad  5.100000e+08    17000.00\n",
      "2917                40     1     True       True      True                      East Pars  1.145000e+09    38166.67\n",
      "2918               140     3     True       True      True      Persian Gulf Martyrs Lake  3.800000e+09   126666.67\n",
      "2919               155     3     True       True      True     North Program Organization  5.300000e+09   176666.67\n",
      "2920                50     1     True       True      True         West Ferdows Boulevard  2.200000e+09    73333.33\n",
      "2921                45     1    False       True     False                     Islamshahr  2.180000e+08     7266.67\n",
      "2922                68     1     True       True      True                 Shahrake Gharb  5.000000e+09   166666.67\n",
      "2923                85     2    False       True     False                     Islamshahr  4.300000e+08    14333.33\n",
      "2924               170     3     True       True      True     North Program Organization  8.000000e+09   266666.67\n",
      "2925                50     1    False       True     False                     Islamshahr  2.400000e+08     8000.00\n",
      "2926                55     1    False       True     False                     Islamshahr  3.300000e+08    11000.00\n",
      "2927                75     2     True       True      True                    Saadat Abad  3.150000e+08    10500.00\n",
      "2928                96     3     True      False      True                       Shahryar  1.145000e+09    38166.67\n",
      "2929                58     1    False      False     False                         Parand  2.350000e+08     7833.33\n",
      "2930                43     1    False       True     False                          Nawab  7.000000e+08    23333.33\n",
      "2931                58     1    False      False     False                         Parand  2.550000e+08     8500.00\n",
      "2932               103     2     True       True      True                    Feiz Garden  4.000000e+09   133333.33\n",
      "2933                70     1     True       True      True                       Pasdaran  5.100000e+09   170000.00\n",
      "2934               150     3     True       True      True                       Pasdaran  9.750000e+09   325000.00\n",
      "2935                65     1    False       True     False                       Pakdasht  3.200000e+08    10666.67\n",
      "2936               140     2    False       True      True                      Marzdaran  5.400000e+09   180000.00\n",
      "2937                79     2    False       True      True                    Si Metri Ji  1.400000e+09    46666.67\n",
      "2938                97     2    False      False      True                        Jeyhoon  2.300000e+09    76666.67\n",
      "2939                90     2     True       True      True                      Marzdaran  6.230000e+09   207666.67\n",
      "2940               175     3     True       True      True                      Waterfall  8.600000e+09   286666.67\n",
      "2941                90     2     True       True      True                      Marzdaran  6.500000e+09   216666.67\n",
      "2942                58     1     True       True     False                          Chidz  3.000000e+09   100000.00\n",
      "2943               100     2     True       True      True                      Mahallati  5.300000e+09   176666.67\n",
      "2944               135     2    False      False     False                  Seyed Khandan  3.800000e+09   126666.67\n",
      "2945               185     3     True       True      True                     Ekhtiarieh  1.620000e+10   540000.00\n",
      "2946                50     1    False       True     False             Northern Janatabad  1.745000e+09    58166.67\n",
      "2947                85     2     True       True      True                       Salsabil  2.000000e+09    66666.67\n",
      "2948               110     3     True       True      True                         Abazar  4.250000e+09   141666.67\n",
      "2949                67     2     True       True      True              Central Janatabad  3.150000e+09   105000.00\n",
      "2950               190     3     True       True      True         East Ferdows Boulevard  9.500000e+09   316666.67\n",
      "2951                95     2     True       True      True                    Yousef Abad  6.300000e+09   210000.00\n",
      "2952                55     1     True       True     False                       Salsabil  1.050000e+09    35000.00\n",
      "2953                75     2    False      False      True                         Parand  5.500000e+08    18333.33\n",
      "2954                87     2     True       True      True                        Jeyhoon  1.860000e+09    62000.00\n",
      "2955                42     1     True       True      True                        Jeyhoon  9.300000e+08    31000.00\n",
      "2956                80     1     True       True      True                         Jordan  4.500000e+09   150000.00\n",
      "2957               102     2     True       True      True                    Saadat Abad  5.000000e+09   166666.67\n",
      "2958               140     3     True       True      True         East Ferdows Boulevard  7.300000e+09   243333.33\n",
      "2959               120     2     True       True      True                    Saadat Abad  6.000000e+09   200000.00\n",
      "2960               212     4     True       True     False                      Farmanieh  3.600000e+10  1200000.00\n",
      "2961                62     2     True       True     False                          Punak  2.100000e+09    70000.00\n",
      "2962                41     1    False      False      True                    Si Metri Ji  7.900000e+08    26333.33\n",
      "2963                75     2    False       True      True                        Jeyhoon  1.700000e+09    56666.67\n",
      "2964                57     1     True       True      True                    Si Metri Ji  9.900000e+08    33000.00\n",
      "2965                50     1     True       True      True                        Hashemi  1.500000e+09    50000.00\n",
      "2966                54     1     True       True      True                          Punak  2.820000e+09    94000.00\n",
      "2967               133     3     True       True      True      Persian Gulf Martyrs Lake  7.500000e+09   250000.00\n",
      "2968                97     2     True       True      True                 Shahrake Gharb  5.600000e+09   186666.67\n",
      "2969               165     3     True       True      True                       Niavaran  1.765500e+10   588500.00\n",
      "2970                59     1     True       True      True                  Qasr-od-Dasht  1.150000e+09    38333.33\n",
      "2971                60     2     True       True     False                         Karoon  1.450000e+09    48333.33\n",
      "2972               135     2     True       True      True                       Mirdamad  9.970000e+09   332333.33\n",
      "2973                60     1    False       True     False                     Azarbaijan  7.400000e+08    24666.67\n",
      "2974                52     1     True       True      True                       Niavaran  4.600000e+09   153333.33\n",
      "2975                65     1     True       True      True                        Hashemi  1.530000e+09    51000.00\n",
      "2976                95     2     True       True      True                        Shahran  3.150000e+09   105000.00\n",
      "2977                60     1     True       True     False             Northern Janatabad  2.280000e+09    76000.00\n",
      "2978                92     2     True       True      True                         Parand  5.900000e+08    19666.67\n",
      "2979                83     2     True       True      True                       Mirdamad  4.900000e+09   163333.33\n",
      "2980                72     2     True       True     False             Southern Janatabad  2.090000e+09    69666.67\n",
      "2981               122     3     True       True      True                    Yousef Abad  6.000000e+09   200000.00\n",
      "2982               118     2     True       True      True                 Shahrake Gharb  1.030000e+10   343333.33\n",
      "2983               120     2     True       True      True                      Tehransar  3.480000e+09   116000.00\n",
      "2984               115     3     True       True     False                     Gheitarieh  6.400000e+09   213333.33\n",
      "2985               102     2     True       True      True                       Shahryar  1.225000e+09    40833.33\n",
      "2986                65     2     True       True      True                        Shahran  2.400000e+09    80000.00\n",
      "2987                70     2     True       True     False                          Punak  2.170000e+09    72333.33\n",
      "2988                66     2     True       True      True              Central Janatabad  2.620000e+09    87333.33\n",
      "2989                60     1     True       True     False                          Punak  2.700000e+09    90000.00\n",
      "2990                46     1     True       True     False                        Shahran  1.650000e+09    55000.00\n",
      "2991               180     3     True       True      True                       Niavaran  1.600000e+10   533333.33\n",
      "2992                60     1    False       True     False            Keshavarz Boulevard  1.900000e+09    63333.33\n",
      "2993               145     3     True       True      True                  Shahrake Qods  1.740000e+09    58000.00\n",
      "2994                63     1     True       True      True                      Sadeghieh  1.620000e+09    54000.00\n",
      "2995                58     1     True       True      True                        Jeyhoon  1.300000e+09    43333.33\n",
      "2996                83     2     True       True      True                        Shahran  3.200000e+09   106666.67\n",
      "2997               136     3     True       True      True                      Sadeghieh  5.150000e+09   171666.67\n",
      "2998                68     2    False       True     False                       Pakdasht  5.100000e+08    17000.00\n",
      "2999                55     1    False       True      True                         Tenant  1.400000e+09    46666.67\n",
      "3000               600     2    False      False     False                       Damavand  4.000000e+09   133333.33\n",
      "3001                89     2     True       True      True                   Shahr-e-Ziba  3.150000e+09   105000.00\n",
      "3002               101     2     True       True      True                       Mirdamad  7.300000e+09   243333.33\n",
      "3003                85     2     True       True      True                   Shahr-e-Ziba  2.975000e+09    99166.67\n",
      "3004                87     3    False      False      True                         Parand  4.880000e+08    16266.67\n",
      "3005                73     1     True       True      True                      West Pars  2.200000e+09    73333.33\n",
      "3006               145     3     True       True      True                  Shahrake Qods  1.740000e+09    58000.00\n",
      "3007                98     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "3008                90     2     True       True      True              Central Janatabad  3.600000e+09   120000.00\n",
      "3009               135     3     True       True      True                     Gheitarieh  5.700000e+09   190000.00\n",
      "3010               105     2     True       True      True                       Mirdamad  7.770000e+09   259000.00\n",
      "3011                90     2     True       True     False                 Shahrake Azadi  1.000000e+09    33333.33\n",
      "3012                71     2     True       True     False         West Ferdows Boulevard  2.800000e+09    93333.33\n",
      "3013                75     2     True       True      True              Central Janatabad  3.300000e+09   110000.00\n",
      "3014                75     2     True       True      True                         Parand  3.850000e+08    12833.33\n",
      "3015                79     2     True       True      True                         Pardis  5.500000e+08    18333.33\n",
      "3016               345     4     True       True      True                         Jordan  1.700000e+10   566666.67\n",
      "3017                90     2     True       True      True                   Shahr-e-Ziba  3.250000e+09   108333.33\n",
      "3018                48     1     True      False     False                         Fallah  8.000000e+08    26666.67\n",
      "3019               110     2     True       True      True                       Niavaran  1.210000e+10   403333.33\n",
      "3020                82     2     True       True      True                        Jeyhoon  1.890000e+09    63000.00\n",
      "3021                44     1    False      False     False             Northern Janatabad  1.650000e+09    55000.00\n",
      "3022                58     1     True       True      True  Southern Program Organization  2.500000e+09    83333.33\n",
      "3023               117     2     True       True      True                 Shahrake Gharb  7.200000e+09   240000.00\n",
      "3024                96     2     True       True      True                   Shahr-e-Ziba  3.000000e+09   100000.00\n",
      "3026               108     2     True       True      True                   Shahr-e-Ziba  5.100000e+09   170000.00\n",
      "3027               134     2     True       True      True                         Mehran  9.400000e+08    31333.33\n",
      "3028                70     2     True       True      True         East Ferdows Boulevard  2.160000e+09    72000.00\n",
      "3029                64     2     True       True      True                          Punak  2.240000e+09    74666.67\n",
      "3030                56     3    False       True     False                         Atabak  9.000000e+08    30000.00\n",
      "3031                57     1    False       True     False                   Amir Bahador  9.800000e+09   326666.67\n",
      "3032                68     2     True       True      True             Southern Janatabad  2.200000e+09    73333.33\n",
      "3033                55     1     True       True      True         West Ferdows Boulevard  2.250000e+09    75000.00\n",
      "3034                43     1    False       True      True                        Jeyhoon  9.000000e+08    30000.00\n",
      "3035               105     2     True       True      True                        Shahran  3.800000e+09   126666.67\n",
      "3036                41     2    False      False     False                       Salsabil  7.900000e+08    26333.33\n",
      "3037                78     2     True       True      True                    Si Metri Ji  1.350000e+09    45000.00\n",
      "3038               110     2     True       True      True                          Zafar  5.700000e+09   190000.00\n",
      "3039                92     2     True       True      True                          Punak  4.100000e+09   136666.67\n",
      "3040                96     2     True       True      True                     Gheitarieh  6.175000e+09   205833.33\n",
      "3041               108     2     True       True      True      Persian Gulf Martyrs Lake  3.500000e+09   116666.67\n",
      "3042                76     2    False       True      True                    Si Metri Ji  1.350000e+09    45000.00\n",
      "3043                80     2     True       True      True                         Heravi  4.300000e+09   143333.33\n",
      "3044               105     2    False      False     False         West Ferdows Boulevard  3.150000e+09   105000.00\n",
      "3045                75     1    False       True     False                       Golestan  7.500000e+08    25000.00\n",
      "3046                56     2     True       True     False                       Andisheh  5.150000e+08    17166.67\n",
      "3047                50     1    False      False     False                     Azarbaijan  1.200000e+09    40000.00\n",
      "3048                40     1     True       True     False                        Jeyhoon  8.300000e+08    27666.67\n",
      "3049                46     1    False       True      True                        Jeyhoon  9.400000e+08    31333.33\n",
      "3050                93     2     True       True      True                        Jeyhoon  2.600000e+09    86666.67\n",
      "3051               530     4     True       True      True                         Dorous  7.950000e+10  2650000.00\n",
      "3052                98     2     True       True      True                    Si Metri Ji  1.950000e+09    65000.00\n",
      "3053                62     1     True       True     False                         Narmak  2.100000e+09    70000.00\n",
      "3054               100     2     True       True     False                   Shahr-e-Ziba  3.800000e+09   126666.67\n",
      "3055               150     3     True       True      True      Persian Gulf Martyrs Lake  7.650000e+08    25500.00\n",
      "3056               270     4     True       True     False                         Jordan  1.300000e+10   433333.33\n",
      "3057                50     1    False       True     False                       Khavaran  7.100000e+08    23666.67\n",
      "3058               130     2     True       True      True                       Pasdaran  9.500000e+09   316666.67\n",
      "3059                69     2    False       True     False                       Salsabil  1.400000e+09    46666.67\n",
      "3060                66     1    False       True     False                        Qarchak  6.000000e+08    20000.00\n",
      "3061                90     2     True       True      True               Northern Chitgar  6.900000e+08    23000.00\n",
      "3062                75     2     True       True      True                         Heravi  4.590000e+09   153000.00\n",
      "3063                58     1     True       True      True         East Ferdows Boulevard  2.200000e+09    73333.33\n",
      "3064               300     3     True       True     False                      Argentina  1.700000e+10   566666.67\n",
      "3065                97     2     True      False      True                    Si Metri Ji  1.900000e+09    63333.33\n",
      "3066                98     2    False       True     False                         Parand  7.500000e+08    25000.00\n",
      "3067                73     2     True       True     False                         Parand  3.750000e+08    12500.00\n",
      "3068                35     1     True       True     False                  Qasr-od-Dasht  9.900000e+08    33000.00\n",
      "3069                85     2     True       True     False                    Ostad Moein  2.000000e+09    66666.67\n",
      "3070               105     2     True       True      True         West Ferdows Boulevard  3.500000e+09   116666.67\n",
      "3071                55     1     True       True     False  Southern Program Organization  2.050000e+09    68333.33\n",
      "3072                40     1    False       True      True                         Komeil  8.100000e+08    27000.00\n",
      "3073                90     2     True       True      True             Southern Janatabad  3.750000e+09   125000.00\n",
      "3074                68     2    False       True     False                    Ostad Moein  1.500000e+09    50000.00\n",
      "3075                44     1     True       True      True                       Khavaran  6.490000e+08    21633.33\n",
      "3076               130     2     True       True      True                       Velenjak  1.820000e+10   606666.67\n",
      "3077                68     2    False      False      True                    Ostad Moein  1.320000e+09    44000.00\n",
      "3078                90     2     True       True      True     North Program Organization  4.750000e+09   158333.33\n",
      "3079                73     1     True       True     False                 Shahrake Gharb  7.500000e+09   250000.00\n",
      "3080                64     2    False       True     False                        Shahran  1.900000e+09    63333.33\n",
      "3081                82     2     True       True      True                     Boloorsazi  1.600000e+09    53333.33\n",
      "3082                51     1    False       True     False                       Salsabil  8.500000e+08    28333.33\n",
      "3083                43     1    False       True      True                       Beryanak  7.250000e+08    24166.67\n",
      "3084                65     1     True       True      True                          Punak  2.340000e+09    78000.00\n",
      "3085                68     1    False      False     False                         Heravi  4.115000e+09   137166.67\n",
      "3086                65     2     True      False      True                      Air force  1.750000e+09    58333.33\n",
      "3087                59     1     True       True      True         West Ferdows Boulevard  2.000000e+09    66666.67\n",
      "3088               155     3     True       True      True                     Gheitarieh  1.300000e+10   433333.33\n",
      "3089                58     1     True       True      True                          Punak  2.350000e+09    78333.33\n",
      "3090                72     2    False      False     False                         Parand  3.800000e+08    12666.67\n",
      "3091                56     1    False       True     False                       Khavaran  6.680000e+08    22266.67\n",
      "3092                90     2     True       True      True              Central Janatabad  3.550000e+09   118333.33\n",
      "3093                93     2     True       True      True                        Shahran  2.880000e+09    96000.00\n",
      "3094                84     2     True       True      True                        Shahran  2.400000e+09    80000.00\n",
      "3095               107     2     True       True      True                         Parand  5.500000e+08    18333.33\n",
      "3096               150     3     True       True      True                        Tajrish  1.275000e+10   425000.00\n",
      "3097               120     2    False      False     False           Mehrabad River River  2.600000e+09    86666.67\n",
      "3098               165     3     True       True      True                     Gheitarieh  1.230000e+10   410000.00\n",
      "3099                87     2     True      False      True                         Parand  5.500000e+08    18333.33\n",
      "3100                76     2     True       True     False                        Shahran  1.990000e+09    66333.33\n",
      "3101                83     2     True       True      True                        Shahran  2.980000e+09    99333.33\n",
      "3102               115     2     True       True      True              Central Janatabad  3.900000e+09   130000.00\n",
      "3103               115     2     True       True      True                         Jordan  6.200000e+09   206666.67\n",
      "3104                85     2     True      False      True                         Abuzar  2.715000e+09    90500.00\n",
      "3105                50     2    False       True     False                         Komeil  7.300000e+08    24333.33\n",
      "3106               123     2     True       True      True                    Yousef Abad  7.630000e+09   254333.33\n",
      "3107               630     0    False      False     False                        Tajrish  7.560000e+10  2520000.00\n",
      "3108               115     2     True      False      True                  Shahrake Qods  9.500000e+08    31666.67\n",
      "3109                47     1    False       True     False                  Qasr-od-Dasht  8.000000e+08    26666.67\n",
      "3110                40     1    False       True     False                       Salsabil  7.500000e+08    25000.00\n",
      "3111               250     3     True       True      True                       Velenjak  4.000000e+10  1333333.33\n",
      "3112                85     2    False       True      True                  Shahrake Qods  8.500000e+08    28333.33\n",
      "3113                80     2     True       True      True                        Jeyhoon  2.220000e+09    74000.00\n",
      "3114               125     2     True       True      True                     Gheitarieh  1.250000e+10   416666.67\n",
      "3115               750     5     True       True     False             Varamin - Beheshti  3.500000e+09   116666.67\n",
      "3116                85     2    False      False      True                        Jeyhoon  1.885000e+09    62833.33\n",
      "3117               170     3     True       True      True                       Mirdamad  1.180000e+10   393333.33\n",
      "3118                71     2    False       True      True                  Shahrake Qods  5.250000e+08    17500.00\n",
      "3119               105     2     True       True      True                  Shahrake Qods  9.200000e+08    30666.67\n",
      "3120                80     1    False       True      True                  Shahrake Qods  5.800000e+08    19333.33\n",
      "3121                95     2     True       True      True                  Shahrake Qods  9.300000e+08    31000.00\n",
      "3122                78     2     True       True     False             Water Organization  2.500000e+09    83333.33\n",
      "3123               110     2     True       True      True                        Shahran  4.070000e+09   135666.67\n",
      "3124                71     2     True       True      True         East Ferdows Boulevard  2.950000e+09    98333.33\n",
      "3125                65     1     True       True      True                    Saadat Abad  3.490000e+09   116333.33\n",
      "3126                88     2     True       True      True                    Saadat Abad  5.200000e+09   173333.33\n",
      "3127               135     3     True       True      True                    Saadat Abad  7.500000e+09   250000.00\n",
      "3128                50     1     True       True     False                    Si Metri Ji  8.100000e+08    27000.00\n",
      "3129                42     1    False       True     False                         Shoosh  9.200000e+08    30666.67\n",
      "3130               171     2    False       True     False                        Elahieh  1.150000e+10   383333.33\n",
      "3131               120     3     True       True      True      Persian Gulf Martyrs Lake  1.750000e+09    58333.33\n",
      "3132                60     1    False      False     False                   Shahr-e-Ziba  1.800000e+10   600000.00\n",
      "3133                45     1    False       True     False                        Jeyhoon  8.000000e+08    26666.67\n",
      "3134                55     1    False       True     False                       Salsabil  1.100000e+09    36666.67\n",
      "3135                72     2    False       True     False                       Salsabil  1.350000e+09    45000.00\n",
      "3136                72     2     True       True      True                    Ostad Moein  1.860000e+09    62000.00\n",
      "3137               100     2     True       True      True             Southern Janatabad  5.600000e+09   186666.67\n",
      "3138                63     1     True       True      True                    Ostad Moein  1.380000e+09    46000.00\n",
      "3139                61     1    False      False      True                    Ostad Moein  1.180000e+09    39333.33\n",
      "3140               253     4     True       True      True                         Jordan  1.138500e+10   379500.00\n",
      "3141                90     2     True       True      True               Northern Chitgar  6.900000e+08    23000.00\n",
      "3142                72     2     True       True      True                        Jeyhoon  1.850000e+09    61666.67\n",
      "3143                98     2     True       True      True                        Shahran  4.080000e+09   136000.00\n",
      "3144               145     3     True       True      True                          Vanak  7.900000e+09   263333.33\n",
      "3145                93     2     True       True      True                    Saadat Abad  4.950000e+09   165000.00\n",
      "3146               125     3     True       True      True                       Salsabil  3.500000e+09   116666.67\n",
      "3147                60     2     True       True     False                     Azarbaijan  1.620000e+09    54000.00\n",
      "3148               120     2     True       True      True                    Yousef Abad  7.200000e+09   240000.00\n",
      "3149               118     2     True       True      True               Northern Chitgar  3.200000e+08    10666.67\n",
      "3150                89     2     True       True      True                          Punak  3.000000e+09   100000.00\n",
      "3151                62     1     True       True      True                         Komeil  1.670000e+09    55666.67\n",
      "3152                80     2     True       True      True     North Program Organization  2.950000e+09    98333.33\n",
      "3153                77     2    False       True      True                     Azarbaijan  1.800000e+09    60000.00\n",
      "3154                72     2    False      False     False                       Andisheh  9.500000e+08    31666.67\n",
      "3155                80     2     True       True      True         East Ferdows Boulevard  2.980000e+09    99333.33\n",
      "3156                62     1     True       True      True               Northern Chitgar  8.750000e+08    29166.67\n",
      "3157               115     2     True       True      True                    Saadat Abad  6.000000e+09   200000.00\n",
      "3158                94     2    False       True     False                         Fatemi  3.100000e+09   103333.33\n",
      "3159                91     2     True       True      True                         Parand  4.650000e+08    15500.00\n",
      "3160                74     2     True       True      True                        Amirieh  1.700000e+09    56666.67\n",
      "3161                92     2     True       True      True                        Shahran  3.200000e+09   106666.67\n",
      "3162                71     1     True       True      True                        Shahran  2.300000e+09    76666.67\n",
      "3163                92     2     True       True      True                   Shahr-e-Ziba  3.300000e+09   110000.00\n",
      "3164                42     1     True      False      True                        Shahran  1.760000e+09    58666.67\n",
      "3165                63     2    False       True      True                       Taslihat  1.800000e+09    60000.00\n",
      "3166                90     2     True       True      True                      Sadeghieh  3.300000e+09   110000.00\n",
      "3167               140     3     True       True      True                           Kook  1.792000e+09    59733.33\n",
      "3168                63     1     True      False      True              Thirteen November  8.000000e+08    26666.67\n",
      "3169                81     2     True       True      True         West Ferdows Boulevard  3.400000e+09   113333.33\n",
      "3170                55     1     True       True      True         West Ferdows Boulevard  2.150000e+09    71666.67\n",
      "3171                98     2     True       True      True                      Zargandeh  5.800000e+09   193333.33\n",
      "3172                84     2     True       True      True                        Shahran  2.410000e+09    80333.33\n",
      "3173                92     2     True       True      True                        Shahran  2.900000e+09    96666.67\n",
      "3174                86     2     True       True      True                    Shahedshahr  4.210000e+08    14033.33\n",
      "3175                56     1     True       True      True                        Shahran  1.890000e+09    63000.00\n",
      "3177                90     2     True       True      True               Northern Chitgar  1.315000e+09    43833.33\n",
      "3178                48     1    False      False     False                        Hashemi  9.500000e+08    31666.67\n",
      "3179                80     2     True       True      True                          Punak  2.800000e+09    93333.33\n",
      "3180               120     2     True       True      True                        Railway  1.536000e+09    51200.00\n",
      "3181                39     1     True      False      True                    Ostad Moein  1.170000e+09    39000.00\n",
      "3182                80     2     True       True      True                        Jeyhoon  2.100000e+09    70000.00\n",
      "3183               190     3     True       True      True                       Niavaran  1.520000e+10   506666.67\n",
      "3184               210     3     True       True      True                      Kamranieh  3.456000e+10  1152000.00\n",
      "3185                90     2     True       True      True              Central Janatabad  3.590000e+09   119666.67\n",
      "3186                75     2    False      False      True                         Parand  3.980000e+08    13266.67\n",
      "3187                67     1     True       True     False                          Punak  2.150000e+09    71666.67\n",
      "3188                72     2     True       True      True                        Darakeh  2.900000e+09    96666.67\n",
      "3189                93     2     True       True      True      Persian Gulf Martyrs Lake  2.300000e+09    76666.67\n",
      "3190               119     2     True       True      True         West Ferdows Boulevard  4.950000e+09   165000.00\n",
      "3191                62     2     True       True      True                          Punak  2.200000e+09    73333.33\n",
      "3192                65     1     True       True      True                        Shahran  1.880000e+09    62666.67\n",
      "3193               320     5    False      False     False                     Sattarkhan  2.800000e+10   933333.33\n",
      "3194               145     5    False      False     False                        Jeyhoon  5.000000e+09   166666.67\n",
      "3195                75     2    False      False     False                         Parand  3.950000e+08    13166.67\n",
      "3196                73     2     True       True     False                  Aliabad South  8.500000e+08    28333.33\n",
      "3197                62     2    False       True     False                          Punak  2.300000e+09    76666.67\n",
      "3198               149     3     True       True      True                         Parand  2.100000e+09    70000.00\n",
      "3199                68     2    False       True      True                          Punak  2.050000e+09    68333.33\n",
      "3200                75     2     True       True     False         West Ferdows Boulevard  2.480000e+09    82666.67\n",
      "3201               133     5    False      False     False                        Jeyhoon  4.700000e+09   156666.67\n",
      "3202                63     2     True       True     False                          Punak  1.880000e+09    62666.67\n",
      "3203                58     1     True       True      True                        Pirouzi  5.000000e+08    16666.67\n",
      "3204                67     1     True       True      True                         Jordan  6.700000e+09   223333.33\n",
      "3205                70     1     True       True      True                        Shahran  2.270000e+09    75666.67\n",
      "3206               135     3     True       True      True                       Niavaran  9.000000e+09   300000.00\n",
      "3207               122     4     True      False      True                       Amirabad  2.400000e+09    80000.00\n",
      "3208                80     2     True       True      True                        Shahran  2.590000e+09    86333.33\n",
      "3209                55     1     True       True      True                          Punak  2.750000e+09    91666.67\n",
      "3210                86     2     True       True     False                        Shahran  3.100000e+09   103333.33\n",
      "3211                30     0    False       True     False                    Ostad Moein  5.000000e+08    16666.67\n",
      "3212                88     2     True       True      True             Southern Janatabad  4.500000e+09   150000.00\n",
      "3213               220     3     True       True      True                         Jordan  1.350000e+10   450000.00\n",
      "3214               102     2     True       True     False                       ShahrAra  2.950000e+09    98333.33\n",
      "3215                97     2     True       True      True                     Gheitarieh  6.000000e+09   200000.00\n",
      "3216               150     3     True       True      True                    Yousef Abad  1.100000e+10   366666.67\n",
      "3217                64     1     True       True     False                 Alborz Complex  6.450000e+08    21500.00\n",
      "3218                62     2    False       True     False                          Punak  2.300000e+09    76666.67\n",
      "3219               100     2     True       True      True                        Shahran  4.200000e+09   140000.00\n",
      "3220                97     2     True       True      True                        Shahran  3.300000e+09   110000.00\n",
      "3221                80     2     True       True      True                        Shahran  3.950000e+09   131666.67\n",
      "3222                53     1    False       True      True                         Narmak  2.300000e+09    76666.67\n",
      "3223                68     2     True       True      True                    Ostad Moein  1.680000e+09    56000.00\n",
      "3224               105     2     True       True     False                         Fatemi  4.300000e+09   143333.33\n",
      "3225                70     2     True       True     False                          Punak  2.300000e+09    76666.67\n",
      "3226                86     2     True       True      True              Central Janatabad  4.300000e+09   143333.33\n",
      "3227                62     1    False       True     False                       Beryanak  6.820000e+08    22733.33\n",
      "3228                40     2    False      False     False                       Salsabil  8.300000e+08    27666.67\n",
      "3229                57     1     True      False      True                         Karoon  1.700000e+09    56666.67\n",
      "3230               140     3     True       True      True                         Jordan  7.700000e+09   256666.67\n",
      "3231                40     1    False       True     False                  Qasr-od-Dasht  7.900000e+08    26333.33\n",
      "3232                35     1     True       True     False                       Salsabil  7.800000e+08    26000.00\n",
      "3233               112     2     True       True      True                     Gheitarieh  8.610000e+09   287000.00\n",
      "3234               140     3     True       True      True                    Saadat Abad  8.000000e+09   266666.67\n",
      "3235                48     1    False      False      True                      Eskandari  1.280000e+09    42666.67\n",
      "3236                70     2     True       True      True                          Punak  2.800000e+09    93333.33\n",
      "3237               175     3     True       True      True                      Kamranieh  1.700000e+10   566666.67\n",
      "3238               135     2     True       True      True                     Ekhtiarieh  8.100000e+09   270000.00\n",
      "3239                45     1    False       True     False                         Karoon  8.800000e+08    29333.33\n",
      "3240                50     1     True       True     False                     Azarbaijan  1.250000e+09    41666.67\n",
      "3241                61     1     True       True      True              Central Janatabad  2.000000e+09    66666.67\n",
      "3242                47     1     True       True     False                       Salsabil  1.050000e+09    35000.00\n",
      "3243               210     3     True       True      True                      Farmanieh  3.360000e+10  1120000.00\n",
      "3244                82     2    False      False      True                         Parand  4.550000e+08    15166.67\n",
      "3245                72     2    False      False     False                        Pirouzi  2.376000e+09    79200.00\n",
      "3246                65     2    False       True     False                    Feiz Garden  1.900000e+09    63333.33\n",
      "3247                44     1    False       True     False                        Jeyhoon  9.450000e+08    31500.00\n",
      "3248                58     1    False       True     False                     Azarbaijan  1.270000e+09    42333.33\n",
      "3249               127     2     True       True      True                       Shahryar  2.500000e+09    83333.33\n",
      "3250               124     3     True       True      True                     Gheitarieh  7.700000e+09   256666.67\n",
      "3251                65     2     True       True      True                        Shahran  2.350000e+09    78333.33\n",
      "3252               110     2     True       True      True                     Gheitarieh  8.660000e+09   288666.67\n",
      "3253               200     4     True       True      True                       Niavaran  1.500000e+10   500000.00\n",
      "3254               240     3     True       True     False                        Elahieh  3.456000e+10  1152000.00\n",
      "3255                75     2    False      False      True                         Parand  3.300000e+08    11000.00\n",
      "3256               130     1     True       True      True                    Ostad Moein  1.280000e+09    42666.67\n",
      "3257                72     2    False      False     False                         Pishva  3.000000e+08    10000.00\n",
      "3258               101     2     True       True      True                         Jordan  5.200000e+09   173333.33\n",
      "3259                82     2     True       True      True                          Punak  3.300000e+09   110000.00\n",
      "3260               150     3     True       True     False                        Elahieh  1.176000e+10   392000.00\n",
      "3261                48     1    False      False     False                       Beryanak  7.400000e+08    24666.67\n",
      "3263               106     2     True       True      True                      Farmanieh  4.450000e+09   148333.33\n",
      "3264               205     3     True       True      True                      Farmanieh  2.000000e+10   666666.67\n",
      "3265               125     2     True       True      True                     Gheitarieh  1.125000e+09    37500.00\n",
      "3266                85     2     True       True      True                   Shahr-e-Ziba  2.900000e+09    96666.67\n",
      "3267               220     4     True       True     False                     Azarbaijan  1.500000e+10   500000.00\n",
      "3268               104     2    False      False     False                        Shahran  4.080000e+09   136000.00\n",
      "3269                99     2     True       True      True                        Shahran  3.900000e+09   130000.00\n",
      "3270               165     3     True       True      True                 Shahrake Gharb  1.815000e+10   605000.00\n",
      "3271                98     2     True       True      True                         Pardis  6.500000e+08    21666.67\n",
      "3272                71     2    False       True      True                   Shahr-e-Ziba  2.150000e+09    71666.67\n",
      "3273               104     2     True       True      True      Persian Gulf Martyrs Lake  3.500000e+09   116666.67\n",
      "3274               102     2     True       True      True                        Shahran  4.000000e+09   133333.33\n",
      "3275               112     2     True       True      True                        Shahran  5.400000e+09   180000.00\n",
      "3276                80     1    False       True     False                  Shahrake Qods  5.500000e+08    18333.33\n",
      "3277                69     2     True       True      True                        Jeyhoon  1.700000e+09    56666.67\n",
      "3278               135     3     True       True      True                    Saadat Abad  9.000000e+09   300000.00\n",
      "3279                44     1    False       True     False                  Qasr-od-Dasht  1.000000e+09    33333.33\n",
      "3280                80     2     True       True     False                   Shahr-e-Ziba  2.480000e+09    82666.67\n",
      "3281                80     2     True       True      True      Persian Gulf Martyrs Lake  7.500000e+08    25000.00\n",
      "3282                60     1    False      False     False                         Parand  3.000000e+08    10000.00\n",
      "3283                60     1    False      False     False                         Parand  3.000000e+08    10000.00\n",
      "3284               108     2     True       True      True                    Saadat Abad  8.600000e+09   286666.67\n",
      "3285               150     2     True       True      True                       Mirdamad  8.200000e+09   273333.33\n",
      "3286                78     2    False      False     False                         Parand  7.800000e+08    26000.00\n",
      "3287                77     2     True       True     False                     Firoozkooh  4.700000e+08    15666.67\n",
      "3288               160     5     True       True     False                    Yousef Abad  1.800000e+10   600000.00\n",
      "3289               106     2     True       True      True                       Golestan  2.340000e+09    78000.00\n",
      "3290               135     3     True       True      True                      West Pars  5.600000e+09   186666.67\n",
      "3291               102     3    False      False      True                       Amirabad  4.300000e+09   143333.33\n",
      "3292                68     2     True       True      True                          Punak  2.150000e+09    71666.67\n",
      "3293               136     3     True       True      True                    Saadat Abad  1.100000e+10   366666.67\n",
      "3294                77     2     True       True      True                        Jeyhoon  1.680000e+09    56000.00\n",
      "3296                84     2    False       True      True                      Vahidiyeh  5.880000e+08    19600.00\n",
      "3297                69     1     True       True      True                       Shadabad  8.900000e+08    29666.67\n",
      "3298                55     1     True       True      True                       Andisheh  7.975000e+08    26583.33\n",
      "3299                94     2     True       True      True         West Ferdows Boulevard  4.100000e+09   136666.67\n",
      "3300               120     3     True       True      True      Persian Gulf Martyrs Lake  2.950000e+08     9833.33\n",
      "3301                90     2     True       True      True      Persian Gulf Martyrs Lake  2.900000e+08     9666.67\n",
      "3302                60     1     True       True      True      Persian Gulf Martyrs Lake  2.950000e+08     9833.33\n",
      "3303                54     1    False       True     False                       Beryanak  7.600000e+08    25333.33\n",
      "3304               144     3     True       True      True                     Gheitarieh  7.250000e+09   241666.67\n",
      "3305                80     2    False      False     False                         Parand  3.800000e+08    12666.67\n",
      "3306               110     3     True       True      True                          Ozgol  6.550000e+09   218333.33\n",
      "3307                55     2    False       True     False                    Yousef Abad  2.150000e+09    71666.67\n",
      "3308                65     2    False       True     False                          Punak  1.900000e+09    63333.33\n",
      "3309                60     2     True       True      True                       Salsabil  1.520000e+09    50666.67\n",
      "3310                69     2     True       True     False                       Andisheh  9.800000e+08    32666.67\n",
      "3311               180     4     True       True      True      Persian Gulf Martyrs Lake  2.720000e+09    90666.67\n",
      "3312               180     2     True       True     False                         Parand  2.100000e+09    70000.00\n",
      "3313               110     3     True       True      True                          Ozgol  6.550000e+09   218333.33\n",
      "3314               130     2    False       True     False                         Narmak  6.300000e+09   210000.00\n",
      "3316                82     2     True       True      True                     Gheitarieh  7.000000e+09   233333.33\n",
      "3317               128     3     True       True      True                     Gheitarieh  9.200000e+09   306666.67\n",
      "3319                85     2     True       True      True                      Farmanieh  6.100000e+09   203333.33\n",
      "3320                68     1     True      False      True                          Ahang  1.400000e+09    46666.67\n",
      "3321               110     3     True       True      True                      West Pars  6.550000e+09   218333.33\n",
      "3322                94     2    False      False      True                         Parand  6.800000e+08    22666.67\n",
      "3323                42     1    False      False     False                       Naziabad  6.400000e+08    21333.33\n",
      "3324                63     1     True       True      True                          Punak  2.200000e+09    73333.33\n",
      "3325                62     1    False      False      True                         Parand  3.500000e+08    11666.67\n",
      "3326               155     3     True       True      True                         Jordan  1.395000e+10   465000.00\n",
      "3327                65     2     True       True      True                       Afsarieh  1.550000e+09    51666.67\n",
      "3328               138     3     True       True      True                         Jordan  9.500000e+09   316666.67\n",
      "3329               135     3     True       True      True                     Azarbaijan  3.440000e+09   114666.67\n",
      "3330               135     3     True       True      True                     Azarbaijan  3.440000e+09   114666.67\n",
      "3331                71     1    False       True      True                         Pardis  5.400000e+08    18000.00\n",
      "3332               175     3     True       True      True                           Kook  1.050000e+10   350000.00\n",
      "3333               145     3     True       True      True                 Shahrake Gharb  1.050000e+10   350000.00\n",
      "3334               285     4     True       True      True                 Shahrake Gharb  2.850000e+10   950000.00\n",
      "3335               125     3     True       True      True                 Shahrake Gharb  1.125000e+10   375000.00\n",
      "3336               115     2     True       True      True                 Shahrake Gharb  1.200000e+10   400000.00\n",
      "3337                59     1     True       True      True                       Andisheh  7.080000e+08    23600.00\n",
      "3338                89     3     True       True      True                         Parand  4.300000e+08    14333.33\n",
      "3339                78     2     True      False      True                        Jeyhoon  2.250000e+09    75000.00\n",
      "3340                65     1     True       True      True                         Parand  3.400000e+08    11333.33\n",
      "3341                78     2     True       True      True                         Parand  4.800000e+08    16000.00\n",
      "3342                82     2     True       True      True              Central Janatabad  3.000000e+09   100000.00\n",
      "3343               125     2    False       True     False                     Gheitarieh  1.550000e+09    51666.67\n",
      "3344                60     2    False       True      True                       Vahidieh  1.280000e+09    42666.67\n",
      "3345                57     2    False       True     False                       Salsabil  1.200000e+09    40000.00\n",
      "3346                66     2    False       True     False                       Afsarieh  1.120000e+09    37333.33\n",
      "3347                80     2     True       True      True         West Ferdows Boulevard  3.000000e+09   100000.00\n",
      "3348                46     1     True       True      True                        Shahran  1.700000e+09    56666.67\n",
      "3349                80     2     True       True      True         East Ferdows Boulevard  3.000000e+09   100000.00\n",
      "3350                73     2     True       True      True             Southern Janatabad  3.060000e+09   102000.00\n",
      "3351               115     2    False      False     False             Northern Janatabad  5.175000e+09   172500.00\n",
      "3352                65     2     True       True     False                      West Pars  1.950000e+09    65000.00\n",
      "3353                72     2     True       True      True             Southern Janatabad  2.550000e+09    85000.00\n",
      "3354                80     2     True       True      True             Southern Janatabad  3.000000e+09   100000.00\n",
      "3356                80     2     True       True      True              Central Janatabad  3.000000e+09   100000.00\n",
      "3357                97     2     True       True      True                         Narmak  4.000000e+09   133333.33\n",
      "3358               150     3     True       True      True                       Niavaran  1.100000e+10   366666.67\n",
      "3359               175     3     True       True      True                       ShahrAra  7.800000e+09   260000.00\n",
      "3360                74     1    False       True      True                         Parand  4.800000e+08    16000.00\n",
      "3361               157     3     True       True      True                      Marzdaran  1.020000e+10   340000.00\n",
      "3362                92     2     True       True      True                    Feiz Garden  3.350000e+09   111666.67\n",
      "3363               190     3     True       True      True                       Pasdaran  1.235000e+10   411666.67\n",
      "3364               110     2     True       True      True                       Pasdaran  8.800000e+09   293333.33\n",
      "3365                50     1    False       True     False                        Pirouzi  1.100000e+09    36666.67\n",
      "3366               197     3     True       True      True                      Marzdaran  1.556300e+10   518766.67\n",
      "3367               107     2     True       True      True                          Chidz  8.600000e+09   286666.67\n",
      "3368                78     2     True       True      True                      Farmanieh  7.200000e+09   240000.00\n",
      "3369                46     1     True       True      True              Central Janatabad  1.950000e+09    65000.00\n",
      "3370               112     2     True       True      True                     Mahmoudieh  8.400000e+09   280000.00\n",
      "3371                60     1    False       True     False                     Tehran Now  1.500000e+09    50000.00\n",
      "3372               128     3     True       True      True                      Marzdaran  6.700000e+09   223333.33\n",
      "3373               193     3     True       True      True                           Kook  1.300000e+10   433333.33\n",
      "3374               120     2     True       True      True                       Niavaran  9.000000e+09   300000.00\n",
      "3375               115     2     True       True      True                          Ghoba  8.150000e+09   271666.67\n",
      "3376                95     2     True       True      True             Southern Janatabad  3.300000e+09   110000.00\n",
      "3377                92     2     True       True      True              Central Janatabad  3.400000e+09   113333.33\n",
      "3378                71     2     True       True     False         West Ferdows Boulevard  2.000000e+09    66666.67\n",
      "3379                95     2     True       True      True                       Damavand  1.750000e+09    58333.33\n",
      "3380                40     1    False       True     False                       Salsabil  6.300000e+08    21000.00\n",
      "3381                52     1     True       True      True                          Punak  2.360000e+09    78666.67\n",
      "3382                84     2     True       True      True                       Salsabil  1.900000e+09    63333.33\n",
      "3383                80     2     True       True      True                        Amirieh  1.800000e+09    60000.00\n",
      "3384                58     1    False       True     False                       Salsabil  7.150000e+08    23833.33\n",
      "3385                68     2     True       True      True                        Shahran  2.270000e+09    75666.67\n",
      "3386                90     2     True       True      True             Southern Janatabad  3.350000e+09   111666.67\n",
      "3387                65     1    False       True     False                       Republic  1.400000e+09    46666.67\n",
      "3388               200     2    False      False     False                         Rudhen  2.850000e+09    95000.00\n",
      "3389                72     2     True       True      True                        Amirieh  1.670000e+09    55666.67\n",
      "3390                80     2     True       True      True                  Qasr-od-Dasht  1.800000e+09    60000.00\n",
      "3391                71     2     True       True      True                        Amirieh  1.650000e+09    55000.00\n",
      "3392                86     2     True       True      True                        Amirieh  1.980000e+09    66000.00\n",
      "3393                75     2    False       True      True                         Parand  3.450000e+08    11500.00\n",
      "3394                54     1     True       True      True         West Ferdows Boulevard  2.250000e+10   750000.00\n",
      "3395                60     1     True       True      True                   Shahr-e-Ziba  1.960000e+09    65333.33\n",
      "3396               105     3     True       True      True         East Ferdows Boulevard  5.830000e+09   194333.33\n",
      "3397                72     2     True       True      True                         Abazar  3.350000e+09   111666.67\n",
      "3398               186     3     True       True      True                       Pasdaran  9.300000e+09   310000.00\n",
      "3399               110     2     True       True      True                         Heravi  6.050000e+09   201666.67\n",
      "3400                90     2     True       True      True             Southern Janatabad  3.350000e+09   111666.67\n",
      "3402                84     2     True       True      True                     Islamshahr  8.550000e+08    28500.00\n",
      "3403                53     1    False      False     False                       Kahrizak  4.500000e+08    15000.00\n",
      "3404                63     3    False       True     False                      Javadiyeh  1.450000e+09    48333.33\n",
      "3405                53     1    False       True     False                        Shahran  1.470000e+09    49000.00\n",
      "3406               105     2     True       True      True             Southern Janatabad  3.500000e+09   116666.67\n",
      "3407               100     2     True       True      True                    Saadat Abad  4.550000e+09   151666.67\n",
      "3408                93     2     True       True      True                    Saadat Abad  3.900000e+09   130000.00\n",
      "3409                83     3    False      False     False                         Atabak  1.286500e+09    42883.33\n",
      "3410               135     3     True       True      True                    Saadat Abad  7.500000e+09   250000.00\n",
      "3411                65     1    False      False      True                    Saadat Abad  3.490000e+09   116333.33\n",
      "3412               100     2     True       True      True                    Saadat Abad  4.480000e+09   149333.33\n",
      "3413                80     2    False      False     False                       Damavand  7.500000e+08    25000.00\n",
      "3414                90     2     True       True      True                    Saadat Abad  5.250000e+09   175000.00\n",
      "3415                73     2     True       True      True              Central Janatabad  1.900000e+09    63333.33\n",
      "3416                82     2     True       True      True                        Shahran  3.600000e+09   120000.00\n",
      "3417               148     3     True       True      True                    Yousef Abad  8.140000e+09   271333.33\n",
      "3418                90     2     True      False      True                        Shahran  3.150000e+09   105000.00\n",
      "3419               112     2     True       True      True                        Darabad  7.000000e+09   233333.33\n",
      "3420                45     1    False      False      True                    Si Metri Ji  8.900000e+09   296666.67\n",
      "3421                70     2     True       True     False                         Narmak  1.850000e+09    61666.67\n",
      "3422               107     2     True       True      True                       Mirdamad  7.597000e+09   253233.33\n",
      "3423                37     1     True       True      True                      Tehransar  1.180000e+09    39333.33\n",
      "3424                65     1     True       True      True                        Jeyhoon  1.725000e+09    57500.00\n",
      "3425                76     2     True       True      True                   Shahr-e-Ziba  2.850000e+09    95000.00\n",
      "3426                66     2    False       True     False                    Yakhchiabad  1.000000e+09    33333.33\n",
      "3427               130     3     True       True      True      Persian Gulf Martyrs Lake  8.650000e+08    28833.33\n",
      "3428                63     3     True       True     False                         Shoosh  1.200000e+09    40000.00\n",
      "3429                75     2    False       True     False                  Shahrake Quds  5.000000e+08    16666.67\n",
      "3430                52     1     True      False     False                        Jeyhoon  1.200000e+09    40000.00\n",
      "3431                86     3    False       True      True                         Parand  2.750000e+08     9166.67\n",
      "3432                58     1    False      False      True                         Parand  2.460000e+08     8200.00\n",
      "3433                76     2     True       True      True         West Ferdows Boulevard  2.600000e+09    86666.67\n",
      "3435                54     0    False      False     False                  Shahrake Qods  4.700000e+08    15666.67\n",
      "3436               140     3     True       True      True                      Daryan No  6.300000e+09   210000.00\n",
      "3437                74     2    False      False      True                         Parand  3.130000e+08    10433.33\n",
      "3438               186     3     True       True      True                       Velenjak  1.500000e+10   500000.00\n",
      "3439               140     3     True       True      True                         Mehran  8.400000e+09   280000.00\n",
      "3440               114     2     True       True      True      Persian Gulf Martyrs Lake  4.000000e+09   133333.33\n",
      "3441                51     1    False      False      True                    Ostad Moein  1.100000e+09    36666.67\n",
      "3442               180     3     True       True      True                      Kamranieh  1.400000e+10   466666.67\n",
      "3443                70     1     True       True      True                          Punak  3.500000e+09   116666.67\n",
      "3444               120     3     True       True      True                     Sattarkhan  5.400000e+09   180000.00\n",
      "3445               137     3     True       True      True                          Punak  6.850000e+09   228333.33\n",
      "3446                92     2     True       True      True                        Shahran  3.220000e+09   107333.33\n",
      "3447                45     1     True       True     False         West Ferdows Boulevard  1.650000e+09    55000.00\n",
      "3448                68     2    False       True      True                      Waterfall  1.000000e+09    33333.33\n",
      "3449                80     2     True       True      True                          Punak  3.760000e+09   125333.33\n",
      "3450                85     2    False       True      True              Central Janatabad  3.200000e+09   106666.67\n",
      "3451                88     2     True       True      True              Central Janatabad  4.000000e+09   133333.33\n",
      "3452               118     2     True       True      True                         Mehran  7.080000e+09   236000.00\n",
      "3453               180     3     True       True     False                      Marzdaran  1.080000e+10   360000.00\n",
      "3454                60     1     True       True     False         West Ferdows Boulevard  1.860000e+09    62000.00\n",
      "3455                80     2    False       True      True                       Shahryar  4.100000e+08    13666.67\n",
      "3456                86     2    False       True     False                      Vahidiyeh  5.200000e+08    17333.33\n",
      "3457               123     3     True       True      True                       Velenjak  1.250000e+10   416666.67\n",
      "3458               148     3     True       True      True                      Daryan No  6.000000e+09   200000.00\n",
      "3459                80     2     True       True      True                    Ostad Moein  2.250000e+09    75000.00\n",
      "3460                58     1    False      False      True                         Parand  3.250000e+08    10833.33\n",
      "3461                55     1     True       True      True                          Punak  2.300000e+09    76666.67\n",
      "3462                60     1     True       True      True         West Ferdows Boulevard  1.950000e+09    65000.00\n",
      "3463               133     3     True      False      True                 Shahrake Gharb  1.000000e+10   333333.33\n",
      "3464                94     2    False       True      True                       Damavand  5.950000e+08    19833.33\n",
      "3465                68     2    False       True      True                       Beryanak  1.258000e+09    41933.33\n",
      "3466                61     2    False       True     False                       Andisheh  4.600000e+08    15333.33\n",
      "3467                75     2     True       True      True         West Ferdows Boulevard  2.650000e+09    88333.33\n",
      "3468                81     2     True       True      True         West Ferdows Boulevard  4.455000e+09   148500.00\n",
      "3469                74     2     True       True      True                         Mehran  4.070000e+09   135666.67\n",
      "3470                97     2     True       True      True                        Shahran  2.700000e+09    90000.00\n",
      "3471                94     2     True       True      True                       Niavaran  8.450000e+09   281666.67\n",
      "3472               113     3     True       True      True                    Ostad Moein  3.170000e+09   105666.67\n",
      "3473                63     1     True       True     False                    Feiz Garden  1.890000e+09    63000.00\n",
      "3474                86     2     True       True      True             Southern Janatabad  3.500000e+09   116666.67\n",
      "3475                83     2     True       True      True                       Niavaran  6.800000e+09   226666.67\n",
      "3476                75     2    False      False     False                         Parand  3.650000e+08    12166.67\n",
      "3477               105     2     True       True      True                         Dorous  5.600000e+09   186666.67\n",
      "3478                82     2    False       True      True                         Parand  3.600000e+08    12000.00\n"
     ]
    }
   ],
   "source": [
    "#Remove the null values (houses without Address)\n",
    "cdf = df.dropna()\n",
    "print(cdf.to_string())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Area          0\n",
       "Room          0\n",
       "Parking       0\n",
       "Warehouse     0\n",
       "Elevator      0\n",
       "Address       0\n",
       "Price         0\n",
       "Price(USD)    0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#finding the missing values in the new dataframe(now we have not any null)\n",
    "cdf.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#bar plot visualization\n",
    "viz = (cdf.Area)\n",
    "viz.hist()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\emirz\\anaconda3\\lib\\site-packages\\pandas\\core\\indexing.py:966: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  self.obj[item] = s\n"
     ]
    }
   ],
   "source": [
    "#remove outliers of Area(less than 40 & more than 400)\n",
    "cdf.loc[:, 'Area'] = pd.to_numeric(cdf['Area'], errors='coerce')\n",
    "cdf.loc[:, 'Area'] = cdf.loc[:, 'Area'].apply(lambda x: x if (x >= 40 and x <= 400) else np.nan)\n",
    "cdf = cdf.dropna(subset=['Area'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#bar plot visualization\n",
    "viz = (cdf.Area)\n",
    "viz.hist()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Area',\n",
       " 'Room',\n",
       " 'Parking',\n",
       " 'Warehouse',\n",
       " 'Elevator',\n",
       " 'Address',\n",
       " 'Price',\n",
       " 'PriceUSD']"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cdf.rename(columns = {'Price(USD)':'PriceUSD'}, inplace = True)\n",
    "list(cdf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "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>Area</th>\n",
       "      <th>Room</th>\n",
       "      <th>Address</th>\n",
       "      <th>PriceUSD</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63.0</td>\n",
       "      <td>1</td>\n",
       "      <td>Shahran</td>\n",
       "      <td>61666.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>60.0</td>\n",
       "      <td>1</td>\n",
       "      <td>Shahran</td>\n",
       "      <td>61666.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>79.0</td>\n",
       "      <td>2</td>\n",
       "      <td>Pardis</td>\n",
       "      <td>18333.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>95.0</td>\n",
       "      <td>2</td>\n",
       "      <td>Shahrake Qods</td>\n",
       "      <td>30083.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>123.0</td>\n",
       "      <td>2</td>\n",
       "      <td>Shahrake Gharb</td>\n",
       "      <td>233333.33</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Area  Room         Address   PriceUSD\n",
       "0   63.0     1         Shahran   61666.67\n",
       "1   60.0     1         Shahran   61666.67\n",
       "2   79.0     2          Pardis   18333.33\n",
       "3   95.0     2   Shahrake Qods   30083.33\n",
       "4  123.0     2  Shahrake Gharb  233333.33"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#show x&y columns\n",
    "cdf = cdf[['Area' , 'Room' , 'Address' , 'PriceUSD']]\n",
    "cdf.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#bar plot visualization\n",
    "viz = cdf[['Area' , 'Room' , 'Address' , 'PriceUSD']]\n",
    "viz.hist()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Best Scatter plot\n",
    "plt.scatter(cdf.Area , cdf.PriceUSD , color='green')\n",
    "plt.xlabel(\"Area\")\n",
    "plt.ylabel(\"PriceUSD\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Good Scatter plot\n",
    "plt.scatter(cdf.Address , cdf.PriceUSD , color='yellow')\n",
    "plt.xlabel(\"Address\")\n",
    "plt.ylabel(\"PriceUSD\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Worst Scatter plot\n",
    "plt.scatter(cdf.Room , cdf.PriceUSD , color='red')\n",
    "plt.xlabel(\"Room\")\n",
    "plt.ylabel(\"PriceUSD\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "#train=80% & test=20%\n",
    "msk = np.random.rand(len(cdf)) <= 0.8\n",
    "train = cdf[msk]\n",
    "test = cdf[~msk]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Best Scatter plot\n",
    "plt.scatter(cdf.Area , cdf.PriceUSD , color='green')\n",
    "plt.xlabel(\"Area\")\n",
    "plt.ylabel(\"PriceUSD\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Coefficient:  [[3696.85372908]]\n",
      "Intercept:  [-209418.8020146]\n"
     ]
    }
   ],
   "source": [
    "#calculate the Coefficient & Intercept (ax+b)\n",
    "regr = linear_model.LinearRegression()\n",
    "train_x = np.asanyarray(train[['Area']])\n",
    "train_y = np.asanyarray(train[['PriceUSD']])\n",
    "regr.fit(train_x , train_y)\n",
    "print('Coefficient: ' , regr.coef_)\n",
    "print('Intercept: ' , regr.intercept_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Best Scatter plot with Linear Regression\n",
    "plt.scatter(train.Area , train.PriceUSD , color='green')\n",
    "plt.plot(train_x , regr.coef_[0][0]*train_x + regr.intercept_[0] , '-r')\n",
    "plt.xlabel(\"Area\")\n",
    "plt.ylabel(\"PriceUSD\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MAE: 72403.57\n",
      "MSE: 14856103372.82\n",
      "R2_SCORE: 0.47\n"
     ]
    }
   ],
   "source": [
    "#calculate the r2_score\n",
    "test_x = np.asanyarray(test[['Area']])\n",
    "test_y = np.asanyarray(test[['PriceUSD']])\n",
    "test_y_ = regr.predict(test_x)\n",
    "print(\"MAE: %.2f\" % np.mean(np.absolute(test_y_ - test_y)))\n",
    "print(\"MSE: %.2f\" % np.mean(np.absolute(test_y_ - test_y)**2))\n",
    "print(\"R2_SCORE: %.2f\" % r2_score(test_y_ , test_y))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "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>Area</th>\n",
       "      <th>Room</th>\n",
       "      <th>PriceUSD</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Area</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.783973</td>\n",
       "      <td>0.803188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Room</th>\n",
       "      <td>0.783973</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.570516</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PriceUSD</th>\n",
       "      <td>0.803188</td>\n",
       "      <td>0.570516</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Area      Room  PriceUSD\n",
       "Area      1.000000  0.783973  0.803188\n",
       "Room      0.783973  1.000000  0.570516\n",
       "PriceUSD  0.803188  0.570516  1.000000"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#calculate correlation between all numeric columns*\n",
    "cdf.corr()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5705164889146449"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#calculate correlation between two desired columns*\n",
    "cdf['Room'].corr(cdf['PriceUSD'])"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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    "version": 3
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   "file_extension": ".py",
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